{"meta":{"query_hash":"83adf5c35a72","filters":{"topic":"Seismic Imaging and Inversion Techniques"},"cohort_total":3388,"direct_labels_cover":2,"predictions_cover":3388,"exported":3388,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/83adf5c35a72","api":"https://metacan.xera.ac/api/v1/cohort?topic=Seismic+Imaging+and+Inversion+Techniques"},"results":[{"id":"W1000446815","doi":"","title":"Homogenisation of a Canadian surface pressure database","year":2004,"lang":"en","type":"article","venue":"reroDoc Digital Library","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Database; Computer science","score_opus":0.011768321872173306,"score_gpt":0.17418623674346242,"score_spread":0.16241791487128912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1000446815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7624583,0.0013507111,0.00009349068,0.0035689909,0.00017454958,0.00020982853,0.0061400523,0.0003068326,0.2256972],"genre_scores_gemma":[0.9947573,0.000057061483,0.0020482887,0.0006954089,0.000027697546,1.2461803e-7,0.0014074864,0.000004323307,0.0010023233],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999434,0.000011270237,0.00012234708,0.0001446809,0.00012177309,0.00016596091],"domain_scores_gemma":[0.9995978,0.000022935548,0.000039784733,0.00017791962,0.0000094598845,0.00015214064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040003568,0.00007608175,0.00008538605,0.0001633199,0.000047211124,0.00009680249,0.00017564304,0.00003460752,0.0007326164],"category_scores_gemma":[0.000015202002,0.000067561756,0.000035469606,0.00032852302,0.00005991846,0.0019149506,0.000011646517,0.000062296174,0.00015650633],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009952478,0.00008988446,0.5370555,0.00017938435,0.00008822369,0.00011581162,0.0004625156,0.006109937,0.0002474996,0.0033828241,0.34817988,0.103989035],"study_design_scores_gemma":[0.00026431945,0.00011397282,0.022536509,0.000087290595,0.000012982034,0.000028105684,0.000094431816,0.0011073205,0.022395372,0.0038475287,0.94925916,0.00025302492],"about_ca_topic_score_codex":0.06818318,"about_ca_topic_score_gemma":0.0007909807,"teacher_disagreement_score":0.6010793,"about_ca_system_score_codex":0.0000018104633,"about_ca_system_score_gemma":0.00017791234,"threshold_uncertainty_score":0.93802184},"labels":[],"label_agreement":null},{"id":"W103475684","doi":"","title":"High resolution seismic imaging of the near-surface : comparison of energy sources","year":2000,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Hammer; Seismic survey; Seismology; Broadband; Energy (signal processing); Seismic vibrator; High resolution; Geology; Reflection (computer programming); Acoustics; Computer science; Engineering; Remote sensing; Physics; Mechanical engineering; Telecommunications","score_opus":0.01695498715573358,"score_gpt":0.2371739583886244,"score_spread":0.22021897123289083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W103475684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93163526,0.00027530472,0.000047409943,0.00012696387,0.0066428804,0.00036680105,0.00015556117,0.00010916715,0.060640678],"genre_scores_gemma":[0.9565073,0.00018684924,0.00023878293,0.000009990011,0.00074611197,3.9434234e-8,0.00032325237,0.000015089524,0.04197258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953546,0.0015025258,0.0004071219,0.0006798254,0.0014674355,0.000588521],"domain_scores_gemma":[0.99740964,0.00038764658,0.00062545144,0.00072215736,0.0006580135,0.0001970734],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00065115746,0.00034518135,0.00069392327,0.000537919,0.0015965268,0.00008957825,0.0019553865,0.00043792764,0.00031559373],"category_scores_gemma":[0.00007767441,0.00034313696,0.00039843886,0.001711645,0.0010228524,0.00048747784,0.00013865352,0.0009983825,0.000014723318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08596855,0.0018852869,0.20412505,0.002551195,0.0022436455,0.0018522914,0.019869644,0.115784556,0.027880255,0.007858691,0.43466046,0.09532038],"study_design_scores_gemma":[0.004123278,0.000966056,0.014311637,0.0011883643,0.00073490466,0.000024525174,0.02783291,0.043665543,0.20199093,0.00068963174,0.7030075,0.0014647018],"about_ca_topic_score_codex":0.09011389,"about_ca_topic_score_gemma":0.0011085541,"teacher_disagreement_score":0.26834705,"about_ca_system_score_codex":0.00020670051,"about_ca_system_score_gemma":0.001359478,"threshold_uncertainty_score":0.99990207},"labels":[],"label_agreement":null},{"id":"W10533367","doi":"","title":"Well log analysis at the White Rose oilfield, offshore Newfoundland","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Porosity; Petrophysics; Geology; Submarine pipeline; Lithology; FAUST; Mineralogy; Geotechnical engineering; Petrology","score_opus":0.010543411954197402,"score_gpt":0.21387718941561967,"score_spread":0.20333377746142228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W10533367","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34507558,0.0007076283,0.0015844392,0.026870398,0.00017277252,0.000117834985,0.000019121077,0.00026573802,0.6251865],"genre_scores_gemma":[0.9201997,0.00008705809,0.0010042805,0.011807348,0.00011155001,4.039175e-7,0.000076253295,0.0000017468819,0.06671167],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992387,0.000041464424,0.00013671385,0.00019314021,0.00018289589,0.00020705009],"domain_scores_gemma":[0.99951726,0.00006614563,0.00003942705,0.00028453983,0.00002137677,0.00007126068],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024071198,0.000096257536,0.00012232123,0.00009463182,0.00021530461,0.0000678689,0.00023066667,0.000047867776,0.045639157],"category_scores_gemma":[0.000009666061,0.000053517593,0.00011393463,0.0003634262,0.0000835408,0.00013640625,0.000018757677,0.00010107155,0.0017213624],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000108947215,0.000007106854,0.7234714,0.0000011167938,0.00004861884,0.0000017585487,0.000113936534,0.001724085,0.0000023712496,0.000013132073,0.22561729,0.048988264],"study_design_scores_gemma":[0.00010643764,0.00004088503,0.117551535,0.0000019996241,0.00011365611,0.000008845096,0.00015963016,0.11778629,0.00040043602,0.00012917045,0.7635552,0.00014590769],"about_ca_topic_score_codex":0.008138776,"about_ca_topic_score_gemma":0.02082449,"teacher_disagreement_score":0.6059199,"about_ca_system_score_codex":0.000007101456,"about_ca_system_score_gemma":0.000012339007,"threshold_uncertainty_score":0.9990559},"labels":[],"label_agreement":null},{"id":"W114264215","doi":"10.1023/a:1021133606779","title":"The Homogeneous Finite-Difference Formulation of the P-SV-Wave Equation of Motion","year":2002,"lang":"en","type":"article","venue":"Studia Geophysica et Geodaetica","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Discretization; Homogeneous; Poisson distribution; Mathematics; Generalization; Finite difference; Grid; Mathematical analysis; Applied mathematics; Boundary (topology); Boundary value problem; Geometry; Combinatorics; Statistics","score_opus":0.03054552692455048,"score_gpt":0.20856313327493395,"score_spread":0.17801760635038347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W114264215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684528,0.0003966831,0.0020627922,0.0033514227,0.0003778854,0.00050170365,0.000069730995,0.000066989924,0.024719968],"genre_scores_gemma":[0.9991076,0.00018284559,0.00016631634,0.00018254164,0.00003218877,0.0000022882866,0.000011546362,0.00000267226,0.00031198008],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99906284,0.00011363219,0.0002202054,0.00013627324,0.00030744576,0.00015958044],"domain_scores_gemma":[0.998908,0.00048510305,0.00018972691,0.00029465044,0.00009992443,0.000022639151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000196545,0.00009388715,0.00012540497,0.000031672596,0.00022361688,0.000016632965,0.00019598169,0.00003314084,0.00013945073],"category_scores_gemma":[0.00015945648,0.000053892774,0.00008553934,0.00024340635,0.000169185,0.000071289796,0.000026592365,0.00010090499,0.000039277267],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007871303,0.0002898961,0.04637801,0.000091367656,0.00012429262,0.000001926385,0.0051110745,0.003504852,0.0027086488,0.015321909,0.0066203224,0.919769],"study_design_scores_gemma":[0.00032354824,0.00033680003,0.6133203,0.000064622334,0.00006689618,0.0000028664228,0.0003298834,0.3439244,0.015609318,0.02319864,0.0026118744,0.00021086092],"about_ca_topic_score_codex":0.0009219134,"about_ca_topic_score_gemma":0.000035244786,"teacher_disagreement_score":0.9195581,"about_ca_system_score_codex":0.0000037470236,"about_ca_system_score_gemma":0.000018742317,"threshold_uncertainty_score":0.21976835},"labels":[],"label_agreement":null},{"id":"W120464988","doi":"10.1017/9781316756041","title":"Numerical Methods of Exploration Seismology: With Algorithms in MATLAB®","year":2019,"lang":"en","type":"book","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"MATLAB; Deconvolution; Seismic exploration; Algorithm; Computer science; Construct (python library); Seismic wave; Data science; Seismology; Geology; Programming language","score_opus":0.027983785546202906,"score_gpt":0.27630250344433577,"score_spread":0.24831871789813287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120464988","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000049485803,0.0003228272,0.12992346,0.0005448556,0.00028655882,0.00032328555,0.000027378064,0.00012068789,0.86840147],"genre_scores_gemma":[0.0011651488,0.00015707345,0.29373735,0.0022822104,0.00007405779,0.0000022980405,0.00061557326,0.000013527839,0.70195276],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899566,0.00012517984,0.0002574262,0.00027061783,0.0001860523,0.00016508685],"domain_scores_gemma":[0.9993751,0.00017290664,0.00015283527,0.00021833726,0.000042332642,0.000038494603],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041289176,0.00016915925,0.00038345426,0.00023037325,0.00001672088,0.000012727001,0.00018681279,0.00020786225,0.0017873977],"category_scores_gemma":[0.000012396246,0.00011837195,0.000045309076,0.00011545958,0.0000931158,0.00017740556,0.000008100718,0.00027432773,0.00016675735],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010780965,0.000028287624,0.0079855425,0.00018268816,0.000053243657,0.000032876935,0.00032900926,0.0011483376,0.000003842957,0.0006320716,0.23554617,0.7539501],"study_design_scores_gemma":[0.0004981356,0.000936425,0.0012588811,0.00031020792,0.000042455176,0.000051953743,0.00018572838,0.11940905,0.0015463468,0.017503453,0.8575957,0.0006616708],"about_ca_topic_score_codex":0.0035769958,"about_ca_topic_score_gemma":0.000015290703,"teacher_disagreement_score":0.75328845,"about_ca_system_score_codex":0.0000105884465,"about_ca_system_score_gemma":0.00020338847,"threshold_uncertainty_score":0.9991251},"labels":[],"label_agreement":null},{"id":"W121460377","doi":"10.3233/ica-2005-12104","title":"The Gabor transform, pseudodifferential operators, and seismic deconvolution","year":2005,"lang":"en","type":"article","venue":"Integrated Computer-Aided Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Calgary","funders":"Banff International Research Station for Mathematical Innovation and Discovery; Mitacs; Pacific Institute for the Mathematical Sciences","keywords":"Pseudodifferential operators; Deconvolution; Gabor transform; Geology; Mathematics; Computer science; Time–frequency analysis; Computer vision; Statistics; Mathematical analysis","score_opus":0.004446417061304494,"score_gpt":0.17336270160952946,"score_spread":0.16891628454822497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121460377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6780635,0.0010408242,0.3175209,0.0015520892,0.00078409346,0.00017407305,0.000020569018,0.0005493621,0.00029457186],"genre_scores_gemma":[0.9896403,0.0002401143,0.009351766,0.00043392548,0.0002191882,0.0000019490808,0.000034003155,0.000006712671,0.000072030016],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916923,0.000026602364,0.0002068455,0.00019613665,0.00011483752,0.0002863464],"domain_scores_gemma":[0.999627,0.00008599465,0.000025780697,0.00013010093,0.00003649665,0.00009460867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016480128,0.00016955986,0.0001294277,0.00008721224,0.00019929123,0.00017524548,0.00019332353,0.00006545156,0.00006527666],"category_scores_gemma":[0.0000097098555,0.00011584597,0.000043940538,0.00015016341,0.000047657668,0.00023958055,0.000008981158,0.00024162428,0.00003847579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017852773,0.000007776842,0.00093518855,0.000011485082,0.00003358104,0.000004085563,0.00017207474,0.040065795,0.00029635825,0.00015903858,0.006385949,0.9519108],"study_design_scores_gemma":[0.00017231022,0.00005461328,0.0022176218,0.000035293022,0.000007472085,0.000040493178,0.00002655771,0.9121408,0.003478189,0.00005976196,0.08161729,0.00014960165],"about_ca_topic_score_codex":0.0008928304,"about_ca_topic_score_gemma":0.00004758575,"teacher_disagreement_score":0.9517612,"about_ca_system_score_codex":0.000014980387,"about_ca_system_score_gemma":0.000025334808,"threshold_uncertainty_score":0.47240615},"labels":[],"label_agreement":null},{"id":"W1481642352","doi":"10.1111/1365-2478.12174","title":"Burying receivers for improved time‐lapse seismic repeatability: CO2CRC Otway field experiment","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Australian Government; Australian National Low Emissions Coal Research and Development","keywords":"Geophone; Repeatability; Geology; Vertical seismic profile; Passive seismic; Borehole; Seismology; Submarine pipeline; Environmental geology; Regional geology; Gemology; Engineering geology; Tectonics; Geotechnical engineering; Telmatology; Volcanism","score_opus":0.008578213648844021,"score_gpt":0.22165481319359742,"score_spread":0.2130765995447534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481642352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9429831,0.000112558075,0.023187034,0.004450335,0.0010098827,0.0013633696,0.00004142429,0.0011397342,0.025712578],"genre_scores_gemma":[0.98925763,0.000003860311,0.006842416,0.0024569905,0.00041414777,0.000010669921,0.000043456414,0.000009094887,0.00096174446],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986567,0.000054731012,0.00024007804,0.0004848635,0.00014982672,0.00041383796],"domain_scores_gemma":[0.9989207,0.00048284885,0.00010968411,0.0003150853,0.000060907656,0.00011080519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048425494,0.00017595569,0.00024884017,0.000046183464,0.00037185184,0.00008396864,0.00021236064,0.000070058246,0.0002781263],"category_scores_gemma":[0.0004048976,0.00015539682,0.0001308843,0.00013015975,0.00006620602,0.00021629265,0.00002812929,0.00020882016,0.00015274681],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030160425,0.00012035336,0.011097986,0.000121426565,0.000057005556,0.0000027052401,0.0011813435,0.00030291284,0.019832155,0.00033176137,0.0209641,0.94568664],"study_design_scores_gemma":[0.0006967356,0.00089087605,0.0014397529,0.00006507986,0.000029384695,0.0000060727207,0.00031400638,0.8259511,0.118882455,0.012478395,0.038736057,0.00051010586],"about_ca_topic_score_codex":0.002513779,"about_ca_topic_score_gemma":0.0000045133343,"teacher_disagreement_score":0.94517654,"about_ca_system_score_codex":0.000018581854,"about_ca_system_score_gemma":0.00002262597,"threshold_uncertainty_score":0.6336899},"labels":[],"label_agreement":null},{"id":"W1491353006","doi":"10.1111/1365-2478.12100","title":"Time‐lapse seismic modelling of CO<sub>2</sub> fluid substitution in the Devonian Redwater Reef, Alberta, Canada","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Reef; Devonian; Facies; Paleontology; Seismology; Structural basin; Oceanography","score_opus":0.00883318829690812,"score_gpt":0.18377715542449077,"score_spread":0.17494396712758264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491353006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99295974,0.00001869041,0.0017037475,0.0005085671,0.00009225832,0.0001572247,0.0000068553763,0.000035753335,0.004517156],"genre_scores_gemma":[0.99871093,0.0000039263064,0.0001950628,0.0008536346,0.0001261381,0.0000017459816,0.000038896775,0.000004580012,0.00006509609],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987616,0.000108068496,0.00025706546,0.00025637797,0.00029897693,0.00031793423],"domain_scores_gemma":[0.999362,0.00023806286,0.00009525069,0.00021887115,0.000036217556,0.00004963155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046977823,0.00013381515,0.0001900641,0.00004974436,0.00019197403,0.00003204608,0.00023386213,0.00004607638,0.000036324764],"category_scores_gemma":[0.000063578154,0.00009687008,0.000049001712,0.00021656859,0.00010597981,0.00015907467,0.000010705726,0.0002463003,0.000072206385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004068186,0.0003521297,0.20073323,0.00042678884,0.000106052954,0.00008559078,0.009321351,0.5478983,0.040871073,0.0019915847,0.02683136,0.17097574],"study_design_scores_gemma":[0.00014838365,0.00006189797,0.004898512,0.000051753348,0.000007994319,0.000008251865,0.00010109166,0.93481064,0.055895846,0.002254595,0.0015936963,0.00016732163],"about_ca_topic_score_codex":0.6812011,"about_ca_topic_score_gemma":0.050021213,"teacher_disagreement_score":0.63117987,"about_ca_system_score_codex":0.000021691001,"about_ca_system_score_gemma":0.000084830834,"threshold_uncertainty_score":0.9673134},"labels":[],"label_agreement":null},{"id":"W1491868200","doi":"","title":"On the estimation of stochastic parameters from deep seismic reflection data and its use in delineating lower crustal structure","year":2007,"lang":"en","type":"dissertation","venue":"Data Archiving and Networked Services (DANS)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Reflection (computer programming); Synthetic seismogram; Seismic to simulation; Deformation (meteorology); Synthetic data; Seismic inversion; Statistics; Mathematics; Azimuth; Geometry; Computer science","score_opus":0.03000790899403831,"score_gpt":0.2757199283238006,"score_spread":0.24571201932976228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491868200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99214333,0.00050478557,0.004405135,0.000024571014,0.00031034052,0.0002451847,0.0022598351,0.00004262654,0.000064215914],"genre_scores_gemma":[0.94201934,0.00013864826,0.002278881,0.0003068515,0.00006697957,7.6565493e-7,0.055158075,0.0000118691705,0.00001861405],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982977,0.00017819511,0.0003789807,0.000633345,0.00026683073,0.0002449355],"domain_scores_gemma":[0.99757195,0.0013010151,0.00029992987,0.0007411878,0.000024140305,0.00006179051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057575706,0.00026794607,0.00027839845,0.0001757071,0.00021325731,0.00014972949,0.000815879,0.00014104911,0.000027349879],"category_scores_gemma":[0.00012805051,0.00019311243,0.000017411548,0.00020358716,0.000049396323,0.00060346886,0.00010662505,0.0004909832,0.0000016642069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017451015,0.00003940736,0.014463831,0.0006797413,0.00017405544,0.000021107999,0.0070881415,0.3600458,0.00024016513,0.000015258916,0.00081954384,0.61466783],"study_design_scores_gemma":[0.00013777471,0.000071228,0.014609247,0.0008592866,0.00007264771,0.0000044764106,0.0008551146,0.9825958,0.00007276652,0.00048653063,0.00004365555,0.0001914941],"about_ca_topic_score_codex":0.022815175,"about_ca_topic_score_gemma":0.01903625,"teacher_disagreement_score":0.62255,"about_ca_system_score_codex":0.000005556109,"about_ca_system_score_gemma":0.000023912593,"threshold_uncertainty_score":0.99886376},"labels":[],"label_agreement":null},{"id":"W1493276414","doi":"10.2172/792356","title":"FY 2000 Annual Report for EMSP Project No.70108 - Effects of Fluid Distribution on Measured Geophysical Properties for Partially Saturated, Shallow Subsurface Conditions","year":2000,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vadose zone; Saturation (graph theory); Geology; Geotechnical engineering; Mineralogy; Soil water; Homogeneous; Soil science; Geophysics","score_opus":0.029717827529663073,"score_gpt":0.264768465288685,"score_spread":0.2350506377590219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493276414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49828032,0.015039778,0.023209903,0.0037548947,0.02647976,0.07289796,0.1624424,0.007245833,0.19064915],"genre_scores_gemma":[0.82460153,0.0015283858,0.0022819424,0.0008925117,0.0017261662,0.0005842854,0.10432748,0.000087711895,0.06397001],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685335,0.00011645707,0.00080863864,0.0007484416,0.0009244591,0.0005486754],"domain_scores_gemma":[0.9973184,0.00034550554,0.00046330452,0.00046675166,0.0012855752,0.0001204838],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008035616,0.00047507434,0.0008058652,0.00013795974,0.00027887,0.00006527872,0.00028615468,0.00044159646,0.00017292974],"category_scores_gemma":[0.00087508606,0.00034914873,0.0004425416,0.00021023548,0.00023166549,0.00025109798,0.000010397262,0.00030508454,0.000049824834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010559642,0.00022380344,0.0005298449,0.0014331593,0.00025985908,0.000050175346,0.00010065387,0.0001877023,0.00084528467,0.000010609899,0.9776496,0.017653326],"study_design_scores_gemma":[0.0010028397,0.0030940992,0.0050486755,0.0011598408,0.00044677386,0.00015593885,0.00007653562,0.011369534,0.050496615,0.00020986081,0.9258615,0.0010777916],"about_ca_topic_score_codex":0.008960391,"about_ca_topic_score_gemma":0.00013406745,"teacher_disagreement_score":0.32632118,"about_ca_system_score_codex":0.00006967442,"about_ca_system_score_gemma":0.0021540022,"threshold_uncertainty_score":0.99989605},"labels":[],"label_agreement":null},{"id":"W1497459986","doi":"","title":"Proterozoic structural highs beneath the Mackenzie Mountains, northwest Canada, discovered with filtered potential field and seismic data","year":2000,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Anticline; Geomorphology; Seismology; Structural basin","score_opus":0.006170952084598476,"score_gpt":0.17531184163827096,"score_spread":0.16914088955367249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497459986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910562,0.00014202675,0.00008424064,0.0056163045,0.0002359645,0.00022072005,0.0023748635,0.000021561938,0.0002480849],"genre_scores_gemma":[0.98947823,0.000027555043,0.00025601278,0.008900496,0.00005513663,0.0000013973826,0.000595578,0.0000030142803,0.0006825783],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984684,0.000038352922,0.00014636491,0.00042735247,0.0005055245,0.0004139949],"domain_scores_gemma":[0.9991736,0.00005043462,0.00005560965,0.00054139044,0.000023571487,0.00015543033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119277254,0.00015897882,0.0001227624,0.000021506594,0.0005829741,0.00015239042,0.0008683654,0.000024176743,0.00081442733],"category_scores_gemma":[0.000016207046,0.000095069816,0.000009238023,0.00018785548,0.00018753308,0.00039279074,0.00004121316,0.00016043805,0.0000012653286],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018114786,0.0000075019143,0.28392076,0.00004120553,0.000036894384,0.00039368722,0.00019912314,0.004796582,0.000022505441,0.000014327275,0.2065738,0.50381243],"study_design_scores_gemma":[0.00041443063,0.00019541166,0.42309877,0.000045101002,0.000031602463,0.00034625872,0.0005571227,0.41182488,0.00038204808,0.00013344394,0.16240035,0.0005705896],"about_ca_topic_score_codex":0.99985546,"about_ca_topic_score_gemma":0.99966925,"teacher_disagreement_score":0.50324184,"about_ca_system_score_codex":0.00003143633,"about_ca_system_score_gemma":0.0018369419,"threshold_uncertainty_score":0.8917408},"labels":[],"label_agreement":null},{"id":"W1498812986","doi":"10.2118/113319-ms","title":"Modeling Fluid Flow in Deformable Fractured Reservoirs using Full Tensor Permeability","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Permeability (electromagnetism); Flow (mathematics); Fluid dynamics; Petroleum engineering; Petrology; Geotechnical engineering; Mechanics; Geometry; Mathematics; Chemistry; Physics","score_opus":0.039511064251435524,"score_gpt":0.23469169221117556,"score_spread":0.19518062795974003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498812986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831005,0.00019251175,0.008232711,0.00024077015,0.00010848781,0.00011146595,0.000008821782,0.00015116415,0.007853574],"genre_scores_gemma":[0.97176653,0.00005572603,0.026846131,0.0010864898,0.000038642836,4.203168e-7,0.00002498203,0.0000032145374,0.0001778588],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989163,0.00005503844,0.00023756815,0.0002485755,0.00021318531,0.00032931575],"domain_scores_gemma":[0.9995705,0.000033789707,0.000022755508,0.00022935626,0.00005937512,0.00008421703],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003631372,0.00011866977,0.00015933656,0.0001283292,0.00021775666,0.000022462651,0.00017691686,0.000077297205,0.0018952623],"category_scores_gemma":[0.000082555525,0.00009107083,0.00005375819,0.00020970547,0.0000692723,0.0004481891,0.000014002223,0.00018127335,0.00007207892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008234511,0.000019539953,0.12531267,0.000013307017,0.000003789685,0.000020418529,0.00048915535,0.8667881,0.00018936179,0.0000015830034,0.002261374,0.0048183533],"study_design_scores_gemma":[0.00015577843,0.00003303205,0.0043574506,0.000010143622,0.000002206842,0.0000353257,0.0001933748,0.99281645,0.000786689,0.0003531306,0.0011172679,0.00013912846],"about_ca_topic_score_codex":0.028815622,"about_ca_topic_score_gemma":0.00042291923,"teacher_disagreement_score":0.12602836,"about_ca_system_score_codex":0.000016288479,"about_ca_system_score_gemma":0.00006646395,"threshold_uncertainty_score":0.9990171},"labels":[],"label_agreement":null},{"id":"W1507220546","doi":"10.1029/175gm08","title":"Compressional and shear wave velocities in South Island, New Zealand rocks and their application to the interpretation of seismological models of the New Zealand crust","year":2007,"lang":"en","type":"book-chapter","venue":"Geophysical monograph","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Shear (geology); Anisotropy; Crust; Geophysics; Wave velocity; Shear zone; Systematics; Seismology; Field (mathematics); Paleontology; Physics; Tectonics","score_opus":0.016884323251128562,"score_gpt":0.2056920663325053,"score_spread":0.18880774308137674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507220546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7115843,0.007568773,0.18862166,0.015878834,0.000965451,0.006594059,0.0023708136,0.00032122497,0.06609484],"genre_scores_gemma":[0.9904416,0.00012052245,0.00040051527,0.00093611283,0.00009332624,0.000001728411,0.00006139922,0.000006827435,0.007937933],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99908954,0.000033020173,0.00027395383,0.00025424254,0.00019787025,0.00015135463],"domain_scores_gemma":[0.9993426,0.00017870849,0.00016301694,0.00019540409,0.000030040808,0.00009019249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013611311,0.00019267727,0.00030854062,0.0001288998,0.00006368533,0.000020307481,0.0001798549,0.00015235675,0.000029526462],"category_scores_gemma":[0.000006745055,0.00010171705,0.00009155272,0.000079167556,0.00024826775,0.00006488906,0.000057469162,0.00029273535,0.0000020893237],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008454293,0.00003881096,0.02068717,0.00007547564,0.000115461495,0.0000020413813,0.017821258,0.0062357853,0.00003558382,0.0024656435,0.022920392,0.92875695],"study_design_scores_gemma":[0.0011023373,0.00071241916,0.10858869,0.0009194504,0.00010839137,0.000022255375,0.000819032,0.3014815,0.00042666803,0.53111726,0.05394374,0.0007582348],"about_ca_topic_score_codex":0.007350421,"about_ca_topic_score_gemma":0.00016528333,"teacher_disagreement_score":0.9279987,"about_ca_system_score_codex":0.0000026224825,"about_ca_system_score_gemma":0.00003580109,"threshold_uncertainty_score":0.9992597},"labels":[],"label_agreement":null},{"id":"W1511164399","doi":"10.1109/icassp.1987.1169508","title":"Design of quadratic filters based on the D norm for seismic deconvolution","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Deconvolution; Quadratic equation; Filter (signal processing); Linear filter; Nonlinear system; Algorithm; Wavelet; Norm (philosophy); Blind deconvolution; Mathematics; Control theory (sociology); Nonlinear filter; Quadratic function; Filter design; Computer science; Artificial intelligence","score_opus":0.02885708988674317,"score_gpt":0.21984029216293696,"score_spread":0.19098320227619378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511164399","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025114223,0.000042132186,0.956362,0.010312957,0.00011120248,0.0004731855,0.000020972095,0.00010620472,0.0074570877],"genre_scores_gemma":[0.96564347,0.0000046150412,0.023421312,0.01047731,0.000025049287,0.0000042092443,0.000014839524,0.0000015722217,0.00040764982],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954283,0.000043226246,0.00011259261,0.00009228568,0.000094302384,0.00011473626],"domain_scores_gemma":[0.99933255,0.00045335188,0.000043665048,0.00012534356,0.00002184369,0.000023233908],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036353664,0.00005875429,0.000065057924,0.000049640206,0.00008153654,0.000012217383,0.00012333602,0.000023757819,0.0014895458],"category_scores_gemma":[0.000038086346,0.000034445835,0.00003755104,0.00006307979,0.000047587357,0.00007308607,0.0000013720864,0.000037903348,0.00007247557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019510751,0.000049125647,0.004826591,0.000029619421,0.000015258885,3.6360683e-7,0.00018838502,0.29347238,0.0002467125,0.00032935996,0.46543396,0.23521313],"study_design_scores_gemma":[0.00011460241,0.000160818,0.00050393643,0.000010499637,0.0000048385277,5.265155e-7,0.000047221973,0.9748736,0.013955886,0.00043486935,0.009840976,0.00005222296],"about_ca_topic_score_codex":0.00055901817,"about_ca_topic_score_gemma":0.000013092085,"teacher_disagreement_score":0.9405292,"about_ca_system_score_codex":0.000004162584,"about_ca_system_score_gemma":0.000032069314,"threshold_uncertainty_score":0.9994232},"labels":[],"label_agreement":null},{"id":"W1511600599","doi":"10.1007/s12583-012-0274-1","title":"Effects of diagenesis on the acoustic velocity of the Triassic oolitic shoals in the Yudongzi outcrop of Erlangmiao area, Northwest Sichuan Basin","year":2012,"lang":"en","type":"article","venue":"Journal of Earth Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Diagenesis; Dolomite; Geology; Calcite; Cementation (geology); Shoal; Outcrop; Compaction; Petrophysics; Sedimentary depositional environment; Facies; Dolomitization; Mineralogy; Carbonate; Micrite; Geochemistry; Dissolution; Geomorphology; Cement; Porosity; Structural basin; Geotechnical engineering; Materials science","score_opus":0.018208392797134283,"score_gpt":0.2245624702191688,"score_spread":0.20635407742203452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511600599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978816,0.00028451133,0.00007746407,0.0006669076,0.00035215679,0.00016584182,0.000013191549,0.0000029317653,0.00055543025],"genre_scores_gemma":[0.99894553,0.00004771989,0.00017848017,0.00074898836,0.000051319297,4.2929605e-7,2.9002527e-7,0.0000016768802,0.000025591065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998056,0.00029448455,0.0004331843,0.000094866955,0.00084305456,0.00027839426],"domain_scores_gemma":[0.9973879,0.0015623891,0.0005637395,0.00027277763,0.00014263432,0.000070593764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003473929,0.00010036895,0.0002522194,0.00017074737,0.00014806018,0.000024704941,0.00096229836,0.000032642845,0.00007618247],"category_scores_gemma":[0.0011684318,0.000042256313,0.00013198012,0.000806454,0.0007915515,0.00029389295,0.00002330423,0.00022954457,0.0000031946881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008780591,0.0002006543,0.96311444,0.000093652125,0.000019157436,0.00000712908,0.0029798243,0.0010938548,0.00871467,0.00011803083,0.0010090814,0.022561695],"study_design_scores_gemma":[0.0001708531,0.00020508372,0.93105567,0.00016930937,0.00002980628,0.00001845371,0.0004878559,0.0016228732,0.06589461,0.00012541599,0.00016669069,0.00005339151],"about_ca_topic_score_codex":0.0013086924,"about_ca_topic_score_gemma":0.00010771889,"teacher_disagreement_score":0.05717994,"about_ca_system_score_codex":0.0000053614813,"about_ca_system_score_gemma":0.0001966313,"threshold_uncertainty_score":0.29165044},"labels":[],"label_agreement":null},{"id":"W1515446305","doi":"10.1109/iscas.1989.100637","title":"Multidimensional discrete filtering using combined discrete Fourier transform and linear difference equation filter methods","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Discrete Fourier transform (general); Filter (signal processing); Algorithm; Signal processing; Computer science; Fourier transform; Mathematics; Digital filter; Z-transform; Multidimensional signal processing; Fractional Fourier transform; Mathematical analysis; Fourier analysis; Digital signal processing; Computer vision","score_opus":0.04749036602245788,"score_gpt":0.29615436931216127,"score_spread":0.2486640032897034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515446305","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20516638,0.00012126271,0.7893065,0.0004045942,0.00020375355,0.00017481351,0.000019655066,0.00011191257,0.004491078],"genre_scores_gemma":[0.4665556,0.000027470762,0.5322208,0.0005422265,0.000017023913,7.4700347e-7,0.0000336814,0.000004090365,0.00059840316],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989654,0.00015392911,0.00020490433,0.00025783863,0.00017365791,0.00024429258],"domain_scores_gemma":[0.99949723,0.00018121766,0.000046756555,0.00013725385,0.000027084523,0.000110433175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046703828,0.00015351134,0.00016313011,0.000076051125,0.00020788025,0.000042846408,0.00007105532,0.000058733804,0.001373529],"category_scores_gemma":[0.000065337656,0.0001120429,0.000048276266,0.0000994193,0.000095531956,0.0002607555,0.00000928957,0.00012421957,0.000011829201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035061032,0.000067984314,0.124845244,0.00016900872,0.00014408973,0.000028858703,0.0020885014,0.0030796116,0.036943,0.0039575566,0.0013517354,0.8269738],"study_design_scores_gemma":[0.00033199927,0.00009478721,0.0035947964,0.00003273979,0.000017555638,0.000015949754,0.000119995464,0.95031345,0.03935692,0.0028470815,0.0030500665,0.00022468885],"about_ca_topic_score_codex":0.0013777922,"about_ca_topic_score_gemma":0.00001672272,"teacher_disagreement_score":0.9472338,"about_ca_system_score_codex":0.000004673219,"about_ca_system_score_gemma":0.000023359678,"threshold_uncertainty_score":0.9995394},"labels":[],"label_agreement":null},{"id":"W1515949737","doi":"","title":"Seismotectonics of Western Canada from regional moment tensor analysis","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismotectonics; Moment tensor; Moment (physics); Geology; Seismology; Physics; Tectonics","score_opus":0.01191423622273089,"score_gpt":0.19138183568963166,"score_spread":0.17946759946690077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515949737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98407364,0.00018478963,0.008681498,0.004236659,0.000084067084,0.000051448766,0.00012626356,0.000055042896,0.0025066035],"genre_scores_gemma":[0.99117595,0.000028685905,0.0037322382,0.0044593676,0.000015359812,1.4470304e-7,0.00012020953,0.0000011192748,0.00046694797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993257,0.000014769132,0.00014548167,0.00014369475,0.00024909995,0.00012127363],"domain_scores_gemma":[0.99966675,0.000032011056,0.000053255422,0.00015461589,0.000030444053,0.0000629403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006404215,0.00006813962,0.00014249748,0.000076498436,0.000038611714,0.000009341298,0.00013580271,0.000025627347,0.0013441929],"category_scores_gemma":[0.0000036872711,0.00005222249,0.000055741868,0.0002510273,0.000035215508,0.000051837476,0.0000054528077,0.000053889977,0.000013138361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002038454,0.000024615076,0.92921823,0.000006583041,0.00038600198,0.000020685477,0.000170665,0.033295177,0.000045117005,0.00006561933,0.018186621,0.018560302],"study_design_scores_gemma":[0.0006300039,0.00012269811,0.7696703,0.000028983717,0.00031378446,0.0000063811963,0.0005470206,0.04605564,0.01637402,0.0023446667,0.16347991,0.0004265933],"about_ca_topic_score_codex":0.990931,"about_ca_topic_score_gemma":0.7114379,"teacher_disagreement_score":0.2794931,"about_ca_system_score_codex":0.000014516717,"about_ca_system_score_gemma":0.00018502968,"threshold_uncertainty_score":0.9995687},"labels":[],"label_agreement":null},{"id":"W1518676840","doi":"10.1111/1365-2478.12169","title":"Characterizing the degree of amplitude‐variation‐with‐offset nonlinearity in seismic physical modelling reflection data","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Amplitude versus offset; Amplitude; Offset (computer science); Nonlinear system; Reflection (computer programming); Physics; Mathematical analysis; Approximation error; Plane wave; Optics; Geodesy; Computational physics; Mathematics; Geology; Computer science","score_opus":0.06587343877186204,"score_gpt":0.2639862114733526,"score_spread":0.19811277270149058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518676840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569351,0.0000095267105,0.040459473,0.0007392151,0.0000985089,0.00018224589,0.000025632276,0.000093934344,0.0014563522],"genre_scores_gemma":[0.99487895,0.0000034485445,0.0043167565,0.0003108727,0.00035842715,0.0000015503825,0.00010461466,0.0000053662193,0.000019997757],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883455,0.000097271935,0.00021709845,0.00035488408,0.00025535005,0.00024084366],"domain_scores_gemma":[0.99904263,0.0002677985,0.00015424645,0.00044937315,0.000049467657,0.00003649744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061103323,0.0001228901,0.00020557831,0.000053542397,0.00019756038,0.00005818901,0.00037035343,0.00003755214,0.000011700849],"category_scores_gemma":[0.00008789325,0.000082212646,0.00003433012,0.00033495988,0.000084801235,0.00038889516,0.00005235347,0.00036011604,0.000022853263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004978857,0.0007194052,0.2667285,0.00028452667,0.00010654103,0.000009066159,0.008415147,0.10216047,0.0085421335,0.0024814014,0.000363912,0.609691],"study_design_scores_gemma":[0.00014603735,0.00008303278,0.06010768,0.000042392883,0.000010682781,0.0000034922143,0.00006781281,0.9337691,0.0009179061,0.004363671,0.0003799719,0.000108195796],"about_ca_topic_score_codex":0.009611854,"about_ca_topic_score_gemma":0.0000838797,"teacher_disagreement_score":0.83160865,"about_ca_system_score_codex":0.00000907718,"about_ca_system_score_gemma":0.000027426322,"threshold_uncertainty_score":0.99698323},"labels":[],"label_agreement":null},{"id":"W1532870559","doi":"10.1111/j.1365-2478.2011.00960.x","title":"Research Note: Overpressure prediction from C‐wave seismic data","year":2011,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Overpressure; Geology; Pore water pressure; Seismology; Wave velocity; Stress wave; Shear (geology); Seismic wave; Geophysics; Mechanics; Geotechnical engineering; Physics; Petrology; Thermodynamics","score_opus":0.11370326052311897,"score_gpt":0.2927705319859814,"score_spread":0.17906727146286244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532870559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8690093,0.00034187335,0.0046770438,0.00044372096,0.0011609624,0.00052321405,0.00094847084,0.0009900173,0.12190539],"genre_scores_gemma":[0.9942131,0.0000136338995,0.004182084,0.00026350556,0.00067004736,0.0000013552514,0.00031747686,0.000006880621,0.00033193835],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99822116,0.00012195638,0.00018773497,0.0005811608,0.00047500155,0.00041301196],"domain_scores_gemma":[0.99883157,0.000217802,0.000060744354,0.0007043137,0.000077643526,0.00010790884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006678052,0.00012300732,0.00015048897,0.0000753033,0.00039177557,0.00007519177,0.00051768933,0.00008564152,0.0010475728],"category_scores_gemma":[0.00015527249,0.00010635855,0.00003700245,0.00030409783,0.00015327628,0.00058995845,0.00014620161,0.00063610094,0.0006256717],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019112833,0.00018308904,0.17861426,0.000039383227,0.000069152265,0.000083546365,0.0037197666,0.00006440754,0.00086877705,0.00029644882,0.060070697,0.75579935],"study_design_scores_gemma":[0.00022191308,0.00018071583,0.25319344,0.00006746403,0.000023685101,0.0000075262446,0.00052738615,0.6920172,0.005246343,0.037587967,0.010689691,0.00023670324],"about_ca_topic_score_codex":0.056340415,"about_ca_topic_score_gemma":0.000058775793,"teacher_disagreement_score":0.75556266,"about_ca_system_score_codex":0.000009879561,"about_ca_system_score_gemma":0.000043843153,"threshold_uncertainty_score":0.9998656},"labels":[],"label_agreement":null},{"id":"W1535678895","doi":"","title":"Principles of Seismology","year":2000,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology","score_opus":0.010458457876469962,"score_gpt":0.17815241467039378,"score_spread":0.16769395679392382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535678895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9214404,0.000101337006,0.000085507,0.0010317232,0.0002006794,0.000040769708,0.000042071777,0.000027769836,0.077029735],"genre_scores_gemma":[0.98923874,0.00002397327,0.0010173371,0.0035118277,0.000013073667,1.7687208e-7,0.000007645015,6.8086405e-7,0.0061865756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993651,0.00001853354,0.00011155212,0.00013021489,0.0001881263,0.00018648125],"domain_scores_gemma":[0.99972993,0.00003198416,0.000030253006,0.00012426525,0.000017594313,0.000065951666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013610814,0.000047604637,0.00007284734,0.000027454314,0.00007721629,0.000006515562,0.00023555745,0.00001651994,0.0059625516],"category_scores_gemma":[0.00002115063,0.000039040602,0.000013101823,0.00017258502,0.00014918488,0.000074769516,0.0000037490577,0.000044308727,0.00002080649],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008961756,0.000005819791,0.1773881,0.000008898866,0.0000026066741,0.000023178698,0.00007253909,0.0012781868,0.000036725167,0.00027203345,0.02141945,0.7994835],"study_design_scores_gemma":[0.00004311752,0.000036296242,0.115355544,0.0000061974474,0.0000015913083,0.000021654401,0.000055716326,0.017158492,0.0014631798,0.00017313691,0.8656033,0.00008176403],"about_ca_topic_score_codex":0.9719632,"about_ca_topic_score_gemma":0.45253903,"teacher_disagreement_score":0.84418386,"about_ca_system_score_codex":0.0000055724904,"about_ca_system_score_gemma":0.0004174862,"threshold_uncertainty_score":0.9949461},"labels":[],"label_agreement":null},{"id":"W1537559278","doi":"10.1109/mdsp.1989.97009","title":"Multi-attribute processing techniques for the enhancement and interpretation of seismic data","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Computer science; Interpretation (philosophy); Seismic refraction; Bounding overwatch; Multispectral image; Reflection (computer programming); Process (computing); Geology; Image (mathematics); Synthetic seismogram; Data processing; Data mining; Seismology; Artificial intelligence","score_opus":0.03917891336106225,"score_gpt":0.2809725887502742,"score_spread":0.24179367538921195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537559278","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005689474,0.0010249079,0.9915735,0.00056023465,0.000051670544,0.000307327,0.000042780797,0.0000618716,0.0006882047],"genre_scores_gemma":[0.91141003,0.00014120596,0.08727956,0.000869899,0.000006513067,0.0000026501825,0.00005393214,0.0000014232447,0.00023476622],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995466,0.000023366892,0.00012587619,0.00014397921,0.000069238886,0.00009096193],"domain_scores_gemma":[0.9996032,0.00010398426,0.00005990757,0.00017663908,0.0000390521,0.000017196624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048200547,0.000055725064,0.00007082379,0.000030776744,0.0000936335,0.000027040316,0.00017054973,0.000016872445,0.00006967839],"category_scores_gemma":[0.00007321132,0.00003349744,0.000011796197,0.000058250764,0.0000698935,0.00020594604,0.00001197772,0.000036906502,0.0000015074473],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000094233565,0.000009934207,0.005941032,0.000041377247,0.000007715077,8.659709e-8,0.00016120593,0.000014982547,0.00029531083,0.000019228875,0.0054095755,0.98809016],"study_design_scores_gemma":[0.00009188976,0.000052924468,0.000545176,0.000032696138,0.000014522321,0.0000032022615,0.00032731675,0.9033077,0.057392813,0.00018031191,0.037988544,0.00006295208],"about_ca_topic_score_codex":0.0005090262,"about_ca_topic_score_gemma":0.000019662464,"teacher_disagreement_score":0.98802716,"about_ca_system_score_codex":0.0000014260263,"about_ca_system_score_gemma":0.000023573517,"threshold_uncertainty_score":0.13659859},"labels":[],"label_agreement":null},{"id":"W1547275272","doi":"10.2172/816391","title":"DEVELOPMENT OF AN ADVANCED APPROACH FOR NEXT GENERATION, HIGH RESOLUTION, INTEGRATED RESERVOIR CHARACTERIZATION","year":2002,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Quarter (Canadian coin); Cluster analysis; Data mining; High resolution; Interpretation (philosophy); Process (computing); Characterization (materials science); Geology; Remote sensing; Artificial intelligence; Geography; Archaeology; Programming language; Nanotechnology; Materials science","score_opus":0.08746516929625535,"score_gpt":0.26035268716641835,"score_spread":0.172887517870163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547275272","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2096655,0.0010767423,0.71472615,0.00039038257,0.0030598368,0.0037450553,0.0018386679,0.0011725217,0.0643251],"genre_scores_gemma":[0.04335732,0.0007941801,0.8248929,0.00033986225,0.00045246325,0.000038587197,0.11223438,0.000023503148,0.017866818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807996,0.00006244043,0.000665214,0.00044924536,0.0005097074,0.00023340838],"domain_scores_gemma":[0.9983685,0.000021131698,0.00040922276,0.00030891792,0.00080844597,0.000083767176],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073434866,0.00023542148,0.00034773766,0.0002502649,0.00021615259,0.000063538704,0.00026871794,0.0002529723,0.00096253626],"category_scores_gemma":[0.000116962336,0.00019108964,0.0000606392,0.00024476595,0.000053279582,0.0004486815,0.000010565809,0.00015179755,0.000009279046],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075356504,0.00012436404,0.00059873686,0.0003623176,0.00007528219,0.0000011238128,0.00040746515,0.0009256288,0.0046110135,0.00002667919,0.110669196,0.8821228],"study_design_scores_gemma":[0.00020758924,0.00012395365,0.0016877728,0.00006750105,0.000023915834,0.000008762408,0.00013534164,0.33258733,0.012375182,0.000023275925,0.6523941,0.00036527574],"about_ca_topic_score_codex":0.0018829897,"about_ca_topic_score_gemma":0.000109640416,"teacher_disagreement_score":0.88175756,"about_ca_system_score_codex":0.00004194158,"about_ca_system_score_gemma":0.0005907117,"threshold_uncertainty_score":0.9999507},"labels":[],"label_agreement":null},{"id":"W1547477044","doi":"10.1111/j.1365-2478.2012.01104.x","title":"Spectral decomposition with <i>f</i>−<i>x</i>−<i>y</i> preconditioning","year":2013,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Deconvolution; Noise (video); Representation (politics); Algorithm; Computer science; Decomposition; Scale (ratio); Spectral resolution; Regional geology; Geology; Spectral line; Physics; Artificial intelligence; Seismology; Metamorphic petrology; Chemistry","score_opus":0.0053587192468188905,"score_gpt":0.19751682421588504,"score_spread":0.19215810496906616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547477044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9492025,0.00002692763,0.001327732,0.0006176429,0.00010673773,0.00027129287,0.0000051112147,0.00041697625,0.048025094],"genre_scores_gemma":[0.99042857,0.0000019520373,0.007820651,0.0011645721,0.00024797255,0.0000067441315,0.00004292442,0.0000060586176,0.0002805392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990266,0.000026620955,0.00014240695,0.00027821254,0.00019154768,0.00033463267],"domain_scores_gemma":[0.9995739,0.00006753509,0.00007281094,0.00013678656,0.000051072482,0.00009793829],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007695999,0.0001335072,0.00013389922,0.000045274915,0.00030389454,0.00016072244,0.00012064741,0.000031133783,0.0016761565],"category_scores_gemma":[0.000010920593,0.000103086386,0.00004696152,0.00019442459,0.00007919029,0.00062538,0.000008491027,0.00021696671,0.0011475354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008016945,0.00017541712,0.6591594,0.00008035532,0.000086311346,0.000028245864,0.0008355954,0.0018385459,0.005226438,0.0016151131,0.026956342,0.30391806],"study_design_scores_gemma":[0.00070705626,0.0007637707,0.85707134,0.00014347085,0.00003303495,0.00014978308,0.0004614954,0.054428358,0.042757124,0.041127264,0.0015789184,0.00077837636],"about_ca_topic_score_codex":0.004495201,"about_ca_topic_score_gemma":0.00002321749,"teacher_disagreement_score":0.3031397,"about_ca_system_score_codex":0.000008055247,"about_ca_system_score_gemma":0.00001588601,"threshold_uncertainty_score":0.9996302},"labels":[],"label_agreement":null},{"id":"W1548120273","doi":"10.3997/2214-4609.201400332","title":"3D Diffraction Signature of VHMS Deposits","year":2009,"lang":"en","type":"article","venue":"71st EAGE Conference and Exhibition incorporating SPE EUROPEC 2009","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Volcano; Geology; Signature (topology); Seismology; Computer science","score_opus":0.017000367815685063,"score_gpt":0.21700351571598644,"score_spread":0.20000314790030138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548120273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90022415,0.0007295586,0.011301189,0.0018896864,0.00036938488,0.00031812929,0.000071939096,0.00036305777,0.08473289],"genre_scores_gemma":[0.99309623,0.00015670902,0.004696974,0.00151979,0.000115203155,3.0179825e-7,0.00011942998,0.0000036866336,0.00029166692],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99896014,0.00009005456,0.0002970133,0.00026924312,0.00020994993,0.00017361919],"domain_scores_gemma":[0.999338,0.00004292017,0.00025510712,0.00015369075,0.00012378566,0.00008650869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022002855,0.00015514506,0.00018661242,0.00011641565,0.00017076299,0.000091932445,0.00011405344,0.0000820846,0.0003247401],"category_scores_gemma":[0.000053199896,0.00013432915,0.000037332695,0.00020596571,0.000098889606,0.0004163163,0.00000889015,0.00023631999,0.00005249388],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108852655,0.000090531765,0.028043339,0.00005845864,0.000013932519,0.00007529269,0.000566948,0.00022954545,0.03211423,0.0017388845,0.012366376,0.9245936],"study_design_scores_gemma":[0.0019909823,0.0034687133,0.71762633,0.0013980588,0.00012932038,0.00031183552,0.0015097762,0.11420396,0.10969103,0.035439506,0.012347675,0.0018828063],"about_ca_topic_score_codex":0.0003591844,"about_ca_topic_score_gemma":0.000023030492,"teacher_disagreement_score":0.9227108,"about_ca_system_score_codex":0.000003491121,"about_ca_system_score_gemma":0.000036406916,"threshold_uncertainty_score":0.54777837},"labels":[],"label_agreement":null},{"id":"W1550317882","doi":"10.1002/ghg.1458","title":"Adapted sequential Gaussian simulations with Bayesian approach to evaluate the CO<sub>2</sub> storage potential in low porosity environment","year":2014,"lang":"en","type":"article","venue":"Greenhouse Gases Science and Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Compute Canada","keywords":"Porosity; Petrophysics; Mineralogy; Gaussian; Oil shale; Geology; Bayesian probability; Mathematics; Geotechnical engineering; Statistics; Chemistry","score_opus":0.01060962120453358,"score_gpt":0.2056420091949804,"score_spread":0.19503238799044684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550317882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727711,0.000029316763,0.024090543,0.0020379755,0.000045787394,0.00035134362,0.000021733187,0.0001849038,0.00046726805],"genre_scores_gemma":[0.99730814,0.000018461866,0.0018537228,0.0007630898,0.000023382112,0.0000057362286,0.000013662568,0.0000052865234,0.000008508746],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982669,0.000078652476,0.00017954854,0.000522414,0.0004931092,0.0004594067],"domain_scores_gemma":[0.9993213,0.00003499173,0.000058116813,0.00041101794,0.00004654306,0.0001280698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078864174,0.00016538514,0.00016969102,0.0005237331,0.00058882026,0.00008390542,0.00048552032,0.00008692704,0.000030266605],"category_scores_gemma":[0.00006407615,0.0001101104,0.000018469582,0.0009472321,0.0013726283,0.0002560863,0.00006341062,0.00022648358,0.000028983171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003126215,0.00044504047,0.3016715,0.000055420405,0.000044768938,0.00011388898,0.0012877951,0.14381883,0.061484817,0.0017814683,0.0019585597,0.4870253],"study_design_scores_gemma":[0.00076448324,0.0007494416,0.070167504,0.000046718334,0.000035480152,0.00017356513,0.0005411397,0.86739194,0.056600425,0.0019062074,0.0011359961,0.00048707472],"about_ca_topic_score_codex":0.0009867995,"about_ca_topic_score_gemma":0.00032930123,"teacher_disagreement_score":0.72357315,"about_ca_system_score_codex":0.000024402509,"about_ca_system_score_gemma":0.0000975482,"threshold_uncertainty_score":0.5057506},"labels":[],"label_agreement":null},{"id":"W1552858409","doi":"10.1111/1365-2478.12088","title":"Spectral decomposition and de‐noising via time‐frequency and space‐wavenumber reassignment","year":2013,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Deconvolution; Thresholding; Energy (signal processing); Computer science; Seismic trace; Frequency domain; Noise (video); Algorithm; Seismic migration; Time domain; Time–frequency analysis; Passive seismic; Geology; Mathematics; Seismology; Artificial intelligence; Telecommunications; Statistics; Computer vision; Image (mathematics)","score_opus":0.004699372135718793,"score_gpt":0.20190968322117406,"score_spread":0.19721031108545525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552858409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915162,0.00009300979,0.0007956224,0.00080103264,0.0000442267,0.00016586475,0.000002158758,0.00012346538,0.0064584357],"genre_scores_gemma":[0.9902437,0.000009105963,0.009096856,0.00032698436,0.00015059659,0.0000017342899,0.000007831471,0.0000042910588,0.00015891956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992313,0.000036579415,0.00011038895,0.00023636101,0.00011659118,0.00026878252],"domain_scores_gemma":[0.99967325,0.00006384663,0.00004978198,0.00008226124,0.000018422765,0.00011243313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013436397,0.00010796217,0.00011939383,0.00003168881,0.00022556938,0.00012470329,0.000047323003,0.000037724898,0.00031924064],"category_scores_gemma":[0.000017402304,0.0000948508,0.000024538302,0.00007418303,0.000086081,0.00030082575,0.000015152947,0.00015267398,0.00018227704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000206334,0.00006156835,0.583624,0.000062152685,0.000032837277,0.00002530737,0.0010017056,0.000024204968,0.06893495,0.00071016885,0.0023017784,0.3432007],"study_design_scores_gemma":[0.00027706887,0.0002283285,0.7418106,0.00008161455,0.00002259748,0.00014029011,0.00011416568,0.12260591,0.014034542,0.120196484,0.00012728077,0.00036111652],"about_ca_topic_score_codex":0.0072451807,"about_ca_topic_score_gemma":0.0000058802966,"teacher_disagreement_score":0.3428396,"about_ca_system_score_codex":0.000013459977,"about_ca_system_score_gemma":0.000009363474,"threshold_uncertainty_score":0.9993657},"labels":[],"label_agreement":null},{"id":"W1553821272","doi":"10.5539/mas.v9n6p76","title":"Catastrophic Floods – Possible Contribution of Groundwater due to Flash Reconstruction of the Rock Mass 3D-Cracknet under Seismic Factors","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Groundwater; Flash flood; Geology; Precipitation; Environmental science; Natural (archaeology); Hydrology (agriculture); Flood myth; Meteorology; Geotechnical engineering; Geography","score_opus":0.017013017863474766,"score_gpt":0.21244351271438383,"score_spread":0.19543049485090908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553821272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83431023,0.000020202615,0.1636958,0.00019743417,0.00034919675,0.00021039924,0.000034045126,0.000040633244,0.0011420574],"genre_scores_gemma":[0.9970631,0.000001621053,0.0025074366,0.00029381912,0.000020266947,0.0000014761067,0.000013932745,0.0000028382137,0.00009549226],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99858516,0.0000372429,0.00024535117,0.0003007955,0.0005361574,0.00029527568],"domain_scores_gemma":[0.9992293,0.000031817144,0.00014638348,0.00031699636,0.00015686394,0.00011865064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000635685,0.00011966818,0.00018069243,0.00015097507,0.00018560249,0.000047497768,0.00051988877,0.00005235001,0.00005770796],"category_scores_gemma":[0.000048373546,0.000079988524,0.00003689325,0.00057490915,0.0003626365,0.00026783103,0.00004583382,0.00011626895,0.00004141665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003207601,0.00012578937,0.1781575,0.000062152,0.000042761763,0.0000026159814,0.0043534217,0.23779175,0.44170177,0.0007975695,0.0045699193,0.132074],"study_design_scores_gemma":[0.00028882397,0.00014100217,0.03184486,0.000041139207,0.000017387536,0.000024278397,0.00052551203,0.5905436,0.35933763,0.016702725,0.0003122458,0.00022077018],"about_ca_topic_score_codex":0.00149759,"about_ca_topic_score_gemma":0.00003649877,"teacher_disagreement_score":0.35275188,"about_ca_system_score_codex":0.000033223987,"about_ca_system_score_gemma":0.00020065242,"threshold_uncertainty_score":0.32618374},"labels":[],"label_agreement":null},{"id":"W1557010759","doi":"10.1111/j.1365-2478.2006.00559.x","title":"Non‐hyperbolic moveout inversion of wide‐azimuth P‐wave data for orthorhombic media","year":2006,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Normal moveout; Azimuth; Geology; Quartic function; Anisotropy; Seismometer; Inversion (geology); Orientation (vector space); Geometry; Optics; Seismology; Physics; Mathematics","score_opus":0.02384377310538395,"score_gpt":0.22639898728764832,"score_spread":0.20255521418226435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557010759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909544,0.00016022362,0.0016586941,0.00040401844,0.0002910358,0.00038962092,0.00019813057,0.00017883108,0.0057650325],"genre_scores_gemma":[0.9927331,0.00000737565,0.0059359623,0.0002732141,0.00039843918,0.0000016033965,0.0004373478,0.000007810177,0.00020514286],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987025,0.0000197292,0.00027364155,0.00041800376,0.0002609289,0.0003251473],"domain_scores_gemma":[0.9989463,0.00031853703,0.00015669342,0.00044332436,0.000069232876,0.00006587354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030113794,0.00014699936,0.00026008295,0.000069618785,0.00017986521,0.00003358961,0.00034376752,0.0000634296,0.00008057878],"category_scores_gemma":[0.0001465731,0.00012586328,0.00007894505,0.00023441148,0.00012147855,0.00031644804,0.000070059505,0.00016062072,0.000050800274],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025110404,0.00031091043,0.58147645,0.00041705868,0.00006839655,0.000024264766,0.00086326763,0.0003780055,0.004607778,0.0016269353,0.08078751,0.32918832],"study_design_scores_gemma":[0.001102555,0.00033827987,0.2330656,0.00017335458,0.00008602935,0.000009271251,0.00047003507,0.6767276,0.025983755,0.050603453,0.0108044045,0.0006356357],"about_ca_topic_score_codex":0.0072714686,"about_ca_topic_score_gemma":0.00008732754,"teacher_disagreement_score":0.67634964,"about_ca_system_score_codex":0.000006720171,"about_ca_system_score_gemma":0.000039746024,"threshold_uncertainty_score":0.9993392},"labels":[],"label_agreement":null},{"id":"W1558135433","doi":"10.1111/1365-2478.12234","title":"Enhancing 3D post‐stack seismic data acquired in hardrock environment using 2D curvelet transform","year":2015,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Narodowe Centrum Nauki","keywords":"Curvelet; Noise (video); Deconvolution; Noise reduction; Energy (signal processing); Computer science; Stack (abstract data type); Synthetic data; Geology; SIGNAL (programming language); Footprint; Attenuation; Algorithm; Seismology; Artificial intelligence; Wavelet; Wavelet transform; Image (mathematics); Statistics; Mathematics; Physics; Optics","score_opus":0.04137370471721077,"score_gpt":0.2500177250218521,"score_spread":0.20864402030464133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558135433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990315,0.00018036633,0.006014221,0.00060893246,0.00025048,0.00033100194,0.000077528646,0.00018153725,0.0020408856],"genre_scores_gemma":[0.99124306,0.000011485281,0.007457238,0.0007615211,0.0002207905,0.0000011663199,0.00017476558,0.000010476415,0.00011951781],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981392,0.00006834314,0.0003364973,0.00055842206,0.00038380155,0.00051373005],"domain_scores_gemma":[0.99918807,0.00007219433,0.000097600605,0.00045209404,0.000026257965,0.00016376608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006356231,0.0002033515,0.00026858042,0.0000895747,0.00016443062,0.00008479502,0.0004574965,0.00006900328,0.00014025015],"category_scores_gemma":[0.000088448636,0.00018679515,0.00004679594,0.00022060331,0.00008055166,0.00078496395,0.00008333079,0.00024690814,0.00025977005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004969439,0.00058917777,0.19684972,0.00029472818,0.00012041044,0.00027642926,0.010824648,0.022766916,0.017916672,0.00007412171,0.004796343,0.74499387],"study_design_scores_gemma":[0.00067386485,0.00020522167,0.008955255,0.000097588694,0.00002347835,0.0000296703,0.0012605097,0.97128797,0.009535949,0.002441631,0.005001236,0.00048765307],"about_ca_topic_score_codex":0.0139449,"about_ca_topic_score_gemma":0.00012612827,"teacher_disagreement_score":0.948521,"about_ca_system_score_codex":0.000053422955,"about_ca_system_score_gemma":0.00008709731,"threshold_uncertainty_score":0.9926213},"labels":[],"label_agreement":null},{"id":"W1562192449","doi":"10.1111/1365-2478.12032","title":"Anisotropic elastic moduli of carbonates and evaporites from the Weyburn‐Midale reservoir and seal rocks","year":2013,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anisotropy; Geology; Isotropy; Evaporite; Transverse isotropy; Sedimentary rock; Elastic modulus; Mineralogy; Overburden pressure; Geophysics; Geotechnical engineering; Materials science; Geochemistry; Optics; Physics; Composite material","score_opus":0.007932634047441604,"score_gpt":0.1920948648921905,"score_spread":0.1841622308447489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562192449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99717057,0.00067209004,0.00003982487,0.0010178596,0.00006588424,0.00015000138,0.0000143690395,0.000058183683,0.00081121287],"genre_scores_gemma":[0.9988729,0.000032704716,0.00063809915,0.00019793287,0.0001531183,0.000001915122,0.00000879201,0.0000033283638,0.00009125511],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926025,0.000038572096,0.00013859104,0.00022271751,0.00015330131,0.0001865938],"domain_scores_gemma":[0.99929667,0.00040323212,0.00006597017,0.0001316752,0.000041316875,0.00006115161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086303146,0.00010128617,0.000150241,0.000019031533,0.00019431276,0.000073705894,0.00011727294,0.000035432982,0.00012819056],"category_scores_gemma":[0.00010339644,0.000065676926,0.000025313642,0.000097191165,0.0001698587,0.00019622648,0.000042191696,0.0001773571,0.000019189567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011441524,0.000014772557,0.96670437,0.000024744639,0.000019564532,0.0000016444781,0.0006881218,0.00006194252,0.0017611634,0.00009925707,0.0008336519,0.029779332],"study_design_scores_gemma":[0.0001911877,0.00014291823,0.8557686,0.000050031133,0.000017331453,0.000003719116,0.0006272901,0.10360092,0.003133819,0.036103297,0.0002231189,0.00013772381],"about_ca_topic_score_codex":0.040890224,"about_ca_topic_score_gemma":0.000084449646,"teacher_disagreement_score":0.11093572,"about_ca_system_score_codex":0.0000025726174,"about_ca_system_score_gemma":0.000010556049,"threshold_uncertainty_score":0.9654966},"labels":[],"label_agreement":null},{"id":"W1570044569","doi":"","title":"Tomographie sismique au Groenland : caractérisation des structures de la croûte et du manteau supérieur en utilisant les vitesses de groupe des ondes de Rayleigh","year":2011,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Geology; Art","score_opus":0.01332005906336363,"score_gpt":0.18755540221822714,"score_spread":0.1742353431548635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570044569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96924734,0.012381107,0.012444993,0.0017650743,0.00016165465,0.00022115637,0.00012176275,0.00026696935,0.0033899525],"genre_scores_gemma":[0.9714152,0.013522505,0.0135723995,0.0009975109,0.00015245267,0.0000030133149,0.000052162875,0.000032835203,0.00025192345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99633974,0.0015598164,0.00030752335,0.000527369,0.00027198263,0.0009935588],"domain_scores_gemma":[0.9974906,0.0013602646,0.00020615497,0.00035490002,0.000104860395,0.00048325793],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012594976,0.00047829605,0.00039734616,0.00047992906,0.0013006409,0.0001479428,0.00069029204,0.00032488446,0.0010363584],"category_scores_gemma":[0.0002958411,0.00047961256,0.00027866475,0.00041490843,0.0021068938,0.0010441449,0.00012827653,0.00063589256,0.00002343369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032460608,0.00011435921,0.587998,0.00015415905,0.00013914621,0.0005171588,0.299943,0.00017483835,0.00035145026,0.002220544,0.0026317458,0.10543102],"study_design_scores_gemma":[0.0006931571,0.00040117456,0.87077135,0.00026156122,0.0002694862,0.0009766481,0.050781704,0.009732278,0.0029522944,0.046197258,0.01634726,0.0006158134],"about_ca_topic_score_codex":0.9501197,"about_ca_topic_score_gemma":0.5872361,"teacher_disagreement_score":0.36288354,"about_ca_system_score_codex":0.00030784798,"about_ca_system_score_gemma":0.00089547347,"threshold_uncertainty_score":0.9999995},"labels":[],"label_agreement":null},{"id":"W1577040125","doi":"10.1029/2011gc003750","title":"Oceanic crustal velocities from laboratory and logging measurements of Integrated Ocean Drilling Program Hole 1256D","year":2011,"lang":"en","type":"article","venue":"Geochemistry Geophysics Geosystems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Geology; Dike; Lithology; Drilling; Crust; Petrology; Well logging; Breccia; Scientific drilling; Porosity; Seismology; Geophysics; Oceanic crust; Tectonics; Subduction; Geotechnical engineering","score_opus":0.02387845878382714,"score_gpt":0.2025650823428,"score_spread":0.17868662355897286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577040125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99275774,0.00093640067,0.000095214076,0.0000094207635,0.00020692192,0.0001734986,0.00043493518,0.00023767026,0.005148207],"genre_scores_gemma":[0.9980304,0.000022666614,0.0013254249,0.00006703032,0.00010096158,0.0000018060501,0.0003670369,0.0000084094845,0.00007621221],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869645,0.00004829332,0.00033115255,0.00034254006,0.00027426472,0.0003072732],"domain_scores_gemma":[0.99918234,0.00003568977,0.00022919725,0.00027262996,0.00016871873,0.00011144763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002622935,0.00021797266,0.0002986982,0.000044921882,0.00012175584,0.000048499143,0.00023166183,0.0001082643,0.00019213004],"category_scores_gemma":[0.00002976957,0.00020675435,0.000060081686,0.00017719822,0.00017922967,0.00019505006,0.000026902162,0.00018868761,0.000017900882],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014902664,0.00026703265,0.8895679,0.0011394963,0.0004266041,0.000039858463,0.0051614675,0.00005514328,0.031190433,0.000023358682,0.0059289513,0.066050716],"study_design_scores_gemma":[0.0011045381,0.00032944683,0.0317753,0.0010193625,0.00014317916,0.00001278744,0.009912226,0.037466057,0.9081945,0.0030965302,0.005677979,0.0012681315],"about_ca_topic_score_codex":0.013432696,"about_ca_topic_score_gemma":0.00000888773,"teacher_disagreement_score":0.877004,"about_ca_system_score_codex":0.00001086762,"about_ca_system_score_gemma":0.00008645191,"threshold_uncertainty_score":0.99313694},"labels":[],"label_agreement":null},{"id":"W158111337","doi":"","title":"Fracture Network Engineering: Combining Microseismic Imaging And Hydrofracture Numerical Simulations","year":2012,"lang":"en","type":"article","venue":"46th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microseism; Geology; Fracture (geology); Seismology; Geotechnical engineering","score_opus":0.00679556465810759,"score_gpt":0.20014387707030934,"score_spread":0.19334831241220174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W158111337","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012452911,0.006259893,0.97220427,0.0033088021,0.003408734,0.0006798849,0.00016091301,0.0011270241,0.0003975642],"genre_scores_gemma":[0.9891068,0.00026564093,0.003177239,0.0063282615,0.0006699484,0.000004956908,0.00028562822,0.00004812232,0.000113402806],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971102,0.00010430039,0.00049022335,0.000596834,0.00042240368,0.0012760749],"domain_scores_gemma":[0.9983813,0.00027866504,0.00024156953,0.00048522436,0.0000787099,0.0005344923],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000557602,0.0005378707,0.00048188106,0.00023426983,0.00065033423,0.00018221908,0.00041708446,0.0002911993,0.0006359194],"category_scores_gemma":[0.000068844,0.0005178539,0.00014057787,0.00051919284,0.000009839777,0.0008034388,0.000121218545,0.00082296197,0.00013183228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011643801,0.00019842338,0.013661211,0.0001746173,0.00020439898,0.000039667913,0.0017754321,0.9217171,0.011742577,0.004624814,0.032350484,0.013394827],"study_design_scores_gemma":[0.00034936398,0.00007770142,0.00011593107,0.0000767172,0.00007333166,0.00013153178,0.000116331656,0.88958997,0.0029900018,0.0035570671,0.10230624,0.00061581744],"about_ca_topic_score_codex":0.0004739963,"about_ca_topic_score_gemma":0.000003760582,"teacher_disagreement_score":0.9766539,"about_ca_system_score_codex":0.000038640337,"about_ca_system_score_gemma":0.000056703528,"threshold_uncertainty_score":0.9997273},"labels":[],"label_agreement":null},{"id":"W1581834437","doi":"10.1190/1.2792928","title":"Robust seismic‐images amplitude recovery using curvelets","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Amplitude; Computer science; Artificial intelligence; Physics; Optics; Wavelet","score_opus":0.04153072223374119,"score_gpt":0.24413647190335638,"score_spread":0.2026057496696152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581834437","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3922962,0.0003825069,0.47647753,0.00057956355,0.0007058367,0.00015519845,0.000029583236,0.0005719559,0.12880164],"genre_scores_gemma":[0.92592055,0.000052117626,0.065889604,0.005928204,0.00013535944,9.867523e-8,0.000035467718,0.000005016754,0.002033606],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897367,0.000029702966,0.0002001707,0.00023853616,0.00019199435,0.00036591565],"domain_scores_gemma":[0.9994954,0.000119683646,0.00005578149,0.00018014178,0.000038549784,0.000110452565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000713672,0.00012268283,0.00012412318,0.0001418163,0.00015488054,0.00007368931,0.0001804324,0.00006370678,0.0024534457],"category_scores_gemma":[0.00003762279,0.000101413796,0.000060523023,0.00019103762,0.00007312045,0.00033539423,0.0000127391995,0.00013111299,0.0002533715],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007907188,0.000040230665,0.1988856,0.000028782211,0.000035092282,0.00008916447,0.000113673006,0.01173975,0.0012469919,0.00006030022,0.14150655,0.6461748],"study_design_scores_gemma":[0.00079043926,0.00037414607,0.22140291,0.0001304776,0.000054870616,0.0003900305,0.0011767633,0.3305536,0.092188366,0.005530674,0.3457801,0.00162766],"about_ca_topic_score_codex":0.01254805,"about_ca_topic_score_gemma":0.00007048581,"teacher_disagreement_score":0.6445471,"about_ca_system_score_codex":0.00000886705,"about_ca_system_score_gemma":0.00003057188,"threshold_uncertainty_score":0.99845845},"labels":[],"label_agreement":null},{"id":"W1583846659","doi":"","title":"Interpretation of vertical and lateral seismic profiles : some case histories","year":2010,"lang":"en","type":"dissertation","venue":"UpSpace Institutional Repository (University of Pretoria)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Geology; Seismology; Computer science; Programming language","score_opus":0.0065068285911928005,"score_gpt":0.19541518014211606,"score_spread":0.18890835155092325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583846659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99116045,0.0004547378,0.00017342014,0.00008819014,0.0024371084,0.00014669976,0.00007050143,0.000051644336,0.00541726],"genre_scores_gemma":[0.9959249,0.000049295722,0.0011828813,0.000015148858,0.000105636005,1.5296148e-7,0.0003202577,0.0000034900852,0.0023982215],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912304,0.00004907332,0.00016938384,0.00026083554,0.00028009585,0.000117557836],"domain_scores_gemma":[0.99933475,0.00006964713,0.00018374922,0.00014876273,0.00017946125,0.00008362969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001139775,0.00015009458,0.00025533867,0.00015462395,0.00032716707,0.00001700365,0.0001556456,0.00028771962,0.00008941189],"category_scores_gemma":[0.000046853052,0.0001706865,0.000087904504,0.00007703493,0.00043571802,0.00049923017,0.000014164382,0.00031533092,0.0000038813623],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019618137,0.0011895547,0.31964794,0.015390847,0.002879312,0.0177655,0.19204754,0.00776364,0.081770524,0.067166686,0.05845215,0.21630818],"study_design_scores_gemma":[0.0048671314,0.0027527125,0.19045353,0.0043369774,0.0026166425,0.0073269373,0.05047742,0.47884136,0.11673218,0.013893566,0.12297397,0.004727575],"about_ca_topic_score_codex":0.008856982,"about_ca_topic_score_gemma":0.00041380723,"teacher_disagreement_score":0.4710777,"about_ca_system_score_codex":0.000030865496,"about_ca_system_score_gemma":0.0003186786,"threshold_uncertainty_score":0.9977431},"labels":[],"label_agreement":null},{"id":"W159066725","doi":"","title":"Understanding rock quality heterogeneity of Montney shale reservoir, Pouce Coupe field, Alberta, Canada","year":2014,"lang":"en","type":"dissertation","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Colorado School of Mines","keywords":"Geology; Petrophysics; Stack (abstract data type); Oil shale; Inversion (geology); Petrology; Seismology; Shale gas; Reservoir modeling; Petroleum engineering; Porosity; Geotechnical engineering; Paleontology; Computer science","score_opus":0.033073014168937306,"score_gpt":0.21903652748328517,"score_spread":0.18596351331434785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159066725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8806243,0.000058658854,0.0013846332,0.00017659378,0.0005550469,0.0004768068,0.0010995327,0.000080496815,0.11554392],"genre_scores_gemma":[0.9770189,0.00007144479,0.00008076174,0.0000815726,0.0000144929545,6.595415e-7,0.00082031946,0.000012664396,0.021899221],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979329,0.0001474402,0.0005520412,0.00047759886,0.00051429466,0.0003756885],"domain_scores_gemma":[0.9976547,0.0006827207,0.0006811767,0.00040012292,0.00038439894,0.0001968904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017715705,0.00033821093,0.0006554857,0.00076474115,0.0005041718,0.00010752021,0.00060276146,0.00024714108,0.00028134123],"category_scores_gemma":[0.00023022512,0.00038866323,0.00022646741,0.0014056619,0.00009864249,0.0004888168,0.000047963593,0.00036351336,0.0000052959767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0172825,0.0012923017,0.5000559,0.0042307144,0.0030095798,0.00029991637,0.0043813554,0.06959486,0.0002972009,0.003880431,0.38868377,0.0069915038],"study_design_scores_gemma":[0.013795707,0.014466941,0.14655279,0.003671304,0.002106961,0.00007822418,0.11130973,0.16311508,0.09735996,0.025711268,0.40969372,0.012138315],"about_ca_topic_score_codex":0.74955547,"about_ca_topic_score_gemma":0.8909363,"teacher_disagreement_score":0.35350308,"about_ca_system_score_codex":0.00025346712,"about_ca_system_score_gemma":0.0013586517,"threshold_uncertainty_score":0.99985653},"labels":[],"label_agreement":null},{"id":"W1597549355","doi":"10.4401/ag-4780","title":"Mechanisms of geometrical seismic attenuation","year":2011,"lang":"en","type":"article","venue":"Annals of Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuation; Optics; Attenuation coefficient; Anelastic attenuation factor; Physics; Curvature; Quality (philosophy); Computational physics; Coda; Geometry; Mathematics; Acoustics; Quantum mechanics","score_opus":0.07417761616026917,"score_gpt":0.2549901547816893,"score_spread":0.1808125386214201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597549355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612482,0.000105639694,0.018652838,0.0002889212,0.00016547956,0.000097190445,0.000058511127,0.000057912195,0.01932528],"genre_scores_gemma":[0.9960303,0.00005755072,0.002818304,0.00093650015,0.000015042361,2.1875667e-7,0.000022594446,0.0000019793736,0.00011752022],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999391,0.000024992756,0.00017328827,0.00010114409,0.0001851111,0.00012444679],"domain_scores_gemma":[0.999524,0.00004250708,0.00013408356,0.00014395747,0.00011749174,0.00003799238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018078885,0.000063574786,0.00013784913,0.00011676055,0.00002442947,0.000002916626,0.00014875674,0.000036619218,0.00036875586],"category_scores_gemma":[0.000028336204,0.000055414243,0.00006901375,0.00032255804,0.00006462526,0.00013779479,0.000008750557,0.000053765692,0.00006847814],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014627873,0.00026336452,0.039887276,0.00011889754,0.00009667755,0.000006404716,0.0011640892,0.00014504844,0.002358112,0.012774064,0.02429174,0.918748],"study_design_scores_gemma":[0.00015461276,0.0006738066,0.23439972,0.000039810093,0.000021229092,0.0000024893077,0.00016303631,0.01813532,0.41911545,0.3253558,0.0017337662,0.00020495993],"about_ca_topic_score_codex":0.0046365964,"about_ca_topic_score_gemma":0.0000013716399,"teacher_disagreement_score":0.9185431,"about_ca_system_score_codex":4.5504484e-7,"about_ca_system_score_gemma":0.000018081613,"threshold_uncertainty_score":0.7009177},"labels":[],"label_agreement":null},{"id":"W1599615187","doi":"10.1088/1742-2132/12/3/515","title":"Accurate acoustic and elastic beam migration without slant stack for complex topography","year":2015,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China; Natural Science Foundation of Shandong Province; National Natural Science Foundation of China; Fundamental Research Funds for the Central Universities; National Science Foundation","keywords":"Geology; Beam (structure); Seismic migration; Gaussian beam; Stack (abstract data type); Aliasing; Distortion (music); Acoustics; Seismology; Computer science; Optics; Physics; Telecommunications; Filter (signal processing); Computer vision","score_opus":0.02197478483772242,"score_gpt":0.21772045990721614,"score_spread":0.19574567506949372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599615187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8905511,0.00040290094,0.10861707,0.00014668383,0.00017164604,0.000050667037,0.000012864422,0.000015900654,0.00003116234],"genre_scores_gemma":[0.99385893,0.0001240265,0.0057935463,0.00007956504,0.00012557936,1.9582733e-7,0.0000073672763,0.0000025133177,0.000008287013],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996391,0.000004173167,0.00012376362,0.000052869207,0.000086266424,0.000093844785],"domain_scores_gemma":[0.9996959,0.000050491497,0.00006906444,0.00003101029,0.000063111154,0.00009040263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014039739,0.00006488723,0.000116365205,0.00006778499,0.000034099405,0.000048310245,0.000038959686,0.000017848768,0.0000021624553],"category_scores_gemma":[0.000025729565,0.00005038721,0.000026518646,0.000054303124,0.000016465276,0.00017717523,0.000003756981,0.000066909735,5.111308e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000716839,0.00012321922,0.19125737,0.00095364905,0.0004958175,0.000054101034,0.0048078694,0.54748404,0.031106083,0.0004761684,0.03750204,0.18502277],"study_design_scores_gemma":[0.00043122977,0.0004150463,0.03372331,0.000058450223,0.000042889245,0.00005489595,0.00020605915,0.95435756,0.00028521515,0.0013715051,0.008923562,0.00013026738],"about_ca_topic_score_codex":0.00009139378,"about_ca_topic_score_gemma":0.0000032341052,"teacher_disagreement_score":0.40687352,"about_ca_system_score_codex":0.0000020604148,"about_ca_system_score_gemma":0.000013474733,"threshold_uncertainty_score":0.20547308},"labels":[],"label_agreement":null},{"id":"W1599752459","doi":"10.1007/3-540-45545-0_99","title":"Implementation of Symmetric Nonstationary Phase-Shift Wavefield Extrapolator on an Alpha Cluster","year":2001,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Extrapolation; Computational science; Workstation; Computation; Fourier transform; Fast Fourier transform; Algorithm; Message Passing Interface; Domain (mathematical analysis); Fortran; Frequency domain; Parallel computing; Interface (matter); Computer cluster; Message passing; Computer vision; Distributed computing; Physics","score_opus":0.02073198273852439,"score_gpt":0.27928875339115994,"score_spread":0.25855677065263555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599752459","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015268048,0.00040195635,0.9611051,0.0010778116,0.0013936902,0.0006319926,0.00014790804,0.0001437974,0.019829659],"genre_scores_gemma":[0.96551514,0.00007491405,0.029146375,0.00479566,0.0002284674,9.518052e-7,0.00014035785,0.0000094467905,0.00008867458],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99804384,0.0000349612,0.0003841955,0.0005990621,0.00062765466,0.00031027696],"domain_scores_gemma":[0.99886084,0.00034587304,0.00022581925,0.00037889316,0.00008063732,0.000107960426],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005311914,0.00025601182,0.00026468182,0.0010526653,0.0001386932,0.00008025435,0.0005861338,0.00015235422,0.0009955686],"category_scores_gemma":[0.000019876603,0.000221314,0.00007039844,0.00041221877,0.00032451283,0.00038024085,0.00003442474,0.00034367538,0.000030036555],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020635152,0.000020429728,0.0017525994,0.000013309695,0.000004774549,0.000011815367,0.0002534067,0.0017471245,0.000008860421,0.00048221587,0.00017762076,0.9955072],"study_design_scores_gemma":[0.0021382323,0.0047067534,0.010690732,0.00056117214,0.00005176016,0.00010089615,0.000013813372,0.8027134,0.009752829,0.15243374,0.015259283,0.0015773856],"about_ca_topic_score_codex":0.0012781591,"about_ca_topic_score_gemma":0.00020689533,"teacher_disagreement_score":0.9939298,"about_ca_system_score_codex":0.00002658927,"about_ca_system_score_gemma":0.0001940006,"threshold_uncertainty_score":0.9999177},"labels":[],"label_agreement":null},{"id":"W1605763865","doi":"10.1002/9781118877517.ch3","title":"Permeability Structure of a Strike-Slip Fault","year":2015,"lang":"en","type":"book-chapter","venue":"Geophysical monograph","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Nuclear Waste Management Organization; U.S. Department of Energy","keywords":"Geology; Strike-slip tectonics; Seismology; Permeability (electromagnetism); Fault (geology); Transform fault; Slip (aerodynamics); Active fault; Geotechnical engineering; Petrology; Engineering","score_opus":0.019568822873146572,"score_gpt":0.217567284889358,"score_spread":0.19799846201621144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605763865","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12779449,0.0024481397,0.0001258289,0.00041702166,0.0011944864,0.0009355062,0.0045504346,0.00059902534,0.8619351],"genre_scores_gemma":[0.96870303,0.00009621789,0.0010265572,0.00040227702,0.00034363192,5.3064355e-7,0.00065617217,0.000018078888,0.02875349],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99839604,0.000030774216,0.00033365143,0.0004446857,0.00052282953,0.0002720298],"domain_scores_gemma":[0.99882627,0.00007999021,0.00022288323,0.0005057306,0.00017194502,0.00019320242],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000104116654,0.0003355206,0.0005344538,0.00018463403,0.00006532828,0.000024292798,0.00038766948,0.00031988652,0.0021819181],"category_scores_gemma":[0.000023614986,0.00027214395,0.00033089996,0.00009482293,0.00044789028,0.00010900695,0.000032829936,0.0005296879,0.000121043544],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031423307,0.0000897997,0.0150188105,0.00036976067,0.00036019445,0.000032164906,0.00049868715,0.0001822598,0.00016080485,0.012775148,0.1998887,0.77030945],"study_design_scores_gemma":[0.00039527667,0.00069379114,0.011477109,0.00018293144,0.00016404667,0.000010343522,0.000060890572,0.0025587748,0.0005279772,0.55143934,0.4315626,0.000926931],"about_ca_topic_score_codex":0.0026041612,"about_ca_topic_score_gemma":0.000042838015,"teacher_disagreement_score":0.8409085,"about_ca_system_score_codex":0.0000066079515,"about_ca_system_score_gemma":0.00007426344,"threshold_uncertainty_score":0.99997306},"labels":[],"label_agreement":null},{"id":"W1608825288","doi":"10.5772/56191","title":"A Numerical Investigation of Fault Slip Triggered by Hydraulic Fracturing","year":2013,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hydraulic fracturing; Geology; Slip (aerodynamics); Fault (geology); Geotechnical engineering; Petroleum engineering; Seismology; Engineering; Aerospace engineering","score_opus":0.017236186445551235,"score_gpt":0.20791403463692165,"score_spread":0.1906778481913704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608825288","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032740117,0.0007372724,0.0015849426,0.0003075461,0.00030855933,0.00044461823,0.00010577508,0.00036051034,0.99287677],"genre_scores_gemma":[0.7807746,0.000050166098,0.0011319516,0.0021641129,0.00010946658,0.000003837628,0.0002193529,0.000022167003,0.21552438],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860805,0.000027275957,0.0004503641,0.00034277706,0.00035096935,0.00022057134],"domain_scores_gemma":[0.99901485,0.00011486534,0.00035129298,0.00030395194,0.00008135907,0.0001337018],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015693715,0.00028983108,0.00040543778,0.0002038565,0.00006686777,0.000042207274,0.00033712908,0.0003517279,0.0029909315],"category_scores_gemma":[0.000030379284,0.00024892305,0.00014846999,0.000018336084,0.0002458933,0.000088119574,0.000018612389,0.00052399375,0.00054795644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006154918,0.000008177701,0.0004713193,0.0002093705,0.0001749345,0.000021297377,0.0006993088,0.0000057605544,0.006532,0.00033747117,0.22341219,0.76806664],"study_design_scores_gemma":[0.00019650414,0.00021906562,0.00006334437,0.0004819924,0.000051699324,0.000023584606,0.000028224373,0.0014216265,0.29241356,0.036426328,0.6681431,0.00053095643],"about_ca_topic_score_codex":0.0041089943,"about_ca_topic_score_gemma":0.0000049443747,"teacher_disagreement_score":0.77750057,"about_ca_system_score_codex":0.000011883378,"about_ca_system_score_gemma":0.000071300215,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W1636678693","doi":"10.1111/j.1365-2478.2009.00849.x","title":"Reflection point sideslip and smear in imaging below dipping anisotropic media","year":2009,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Reflection (computer programming); Transverse isotropy; Anisotropy; Offset (computer science); Seismology; Point (geometry); Thrust; Optics; Geophysical imaging; Gemology; Position (finance); Engineering geology; Geometry; Physics; Volcanism; Tectonics; Computer science","score_opus":0.009675418147411349,"score_gpt":0.2221314379241086,"score_spread":0.21245601977669726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1636678693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99176174,0.00020740349,0.00027150405,0.0016646805,0.00019506778,0.00012036687,0.0000014997136,0.00023151819,0.0055461903],"genre_scores_gemma":[0.99684787,0.000019515099,0.0017942599,0.0010753298,0.0002102004,5.442142e-7,0.000006899633,0.0000031727393,0.00004218747],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990281,0.000037406466,0.00017603581,0.00030021238,0.0001562777,0.0003019856],"domain_scores_gemma":[0.99966383,0.00008734204,0.000056816785,0.00010293744,0.000020850948,0.00006824516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020500988,0.00011721408,0.00015359481,0.000102313184,0.00018543054,0.00008085894,0.00007879317,0.0000309401,0.00005007817],"category_scores_gemma":[0.00011314666,0.0001069939,0.000032403095,0.0002628153,0.000050552037,0.00035560635,0.000011637751,0.00026374077,0.000032351596],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025187297,0.000031059957,0.3202303,0.000014232358,0.0000033494737,0.00003244477,0.0010734381,0.00005135642,0.0027989089,0.00044714377,0.00035131144,0.6749413],"study_design_scores_gemma":[0.00030556135,0.00011418586,0.882164,0.0000962335,0.0000062731406,0.00002915824,0.00042531194,0.06300388,0.002826972,0.050463207,0.00032430017,0.00024092173],"about_ca_topic_score_codex":0.0026838423,"about_ca_topic_score_gemma":0.00006116604,"teacher_disagreement_score":0.6747004,"about_ca_system_score_codex":0.000016045577,"about_ca_system_score_gemma":0.000012775321,"threshold_uncertainty_score":0.43630847},"labels":[],"label_agreement":null},{"id":"W1640851730","doi":"10.1111/1365-2478.12050","title":"Application of randomized sampling schemes to curvelet‐based sparsity‐promoting seismic data recovery","year":2013,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sampling (signal processing); Computer science; Compressed sensing; Algorithm; Separable space; Mathematics; Computer vision","score_opus":0.024652376854979806,"score_gpt":0.2506228751516473,"score_spread":0.22597049829666746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1640851730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7958315,0.000062892665,0.20013988,0.0011279826,0.00013496228,0.0011244435,0.000034474175,0.00026635206,0.0012774838],"genre_scores_gemma":[0.9623971,0.0000026995685,0.03643513,0.00080086663,0.00016075898,0.0000104547,0.00014715866,0.000006654934,0.000039187744],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984771,0.00009164909,0.0003913858,0.00046909318,0.00026950208,0.00030128227],"domain_scores_gemma":[0.9985121,0.00053150277,0.00023472041,0.0005149913,0.000107407315,0.00009926704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093545165,0.00014875858,0.00043494426,0.0000980805,0.00017819517,0.00008129136,0.0004743186,0.000047892263,0.00013304301],"category_scores_gemma":[0.00065519725,0.00012792052,0.0000962401,0.0003381545,0.00008821153,0.00043328796,0.000083201376,0.00019440531,0.00030599363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001081486,0.000117681986,0.04308577,0.00019092267,0.00007340797,0.000001149098,0.0003759529,0.0033322526,0.0068224715,0.00018542918,0.0016840977,0.9430494],"study_design_scores_gemma":[0.0028281817,0.000054670665,0.0047476836,0.000079606194,0.00002372543,0.0000012916082,0.000068354835,0.97587264,0.009526286,0.005905745,0.00068719225,0.00020462532],"about_ca_topic_score_codex":0.013528167,"about_ca_topic_score_gemma":0.000008609292,"teacher_disagreement_score":0.9725404,"about_ca_system_score_codex":0.000008527708,"about_ca_system_score_gemma":0.00003273409,"threshold_uncertainty_score":0.99304086},"labels":[],"label_agreement":null},{"id":"W1641186365","doi":"10.1139/cgj-2014-0466","title":"On the quantitative determination of coal seam thickness by means of in-seam seismic surveys","year":2015,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Coal; Coal mining; Geology; Range (aeronautics); Constant (computer programming); Inversion (geology); Mineralogy; Geotechnical engineering; Mining engineering; Seismology; Materials science; Composite material; Engineering; Tectonics","score_opus":0.032653422530519415,"score_gpt":0.24802636119551413,"score_spread":0.2153729386649947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1641186365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8935681,0.00062302925,0.08526162,0.013341151,0.0006325412,0.0004427494,0.0005059303,0.000050697778,0.0055742096],"genre_scores_gemma":[0.9983605,0.000029064637,0.00039041776,0.0011354883,0.0000144808955,4.5825524e-7,0.000016538497,0.0000032725375,0.000049779435],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854976,0.00047462806,0.0003029776,0.00011331285,0.00031896244,0.00024035484],"domain_scores_gemma":[0.9988692,0.00039846142,0.00015858651,0.00013947385,0.00014937893,0.00028490135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029016896,0.00009175599,0.00017493979,0.00023598257,0.00007906216,0.000024081039,0.0003581248,0.00010217319,0.0001943916],"category_scores_gemma":[0.0005538034,0.000064267726,0.000054201388,0.00024852372,0.00022506664,0.00012478192,0.000006397807,0.00045326096,0.000014785575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033865112,0.00022574527,0.13471328,0.00007560082,0.00008440317,0.00029049945,0.0036345262,0.067413904,0.00041380923,0.0024355128,0.43471473,0.35565934],"study_design_scores_gemma":[0.0012345951,0.0020001973,0.066379525,0.00044232002,0.000036528454,0.0003589585,0.0030483983,0.8574178,0.0049104798,0.03328712,0.030296994,0.0005870526],"about_ca_topic_score_codex":0.13656859,"about_ca_topic_score_gemma":0.011888909,"teacher_disagreement_score":0.79000396,"about_ca_system_score_codex":0.000047878897,"about_ca_system_score_gemma":0.0005396869,"threshold_uncertainty_score":0.8691811},"labels":[],"label_agreement":null},{"id":"W16424956","doi":"10.1177/155335060501200410","title":"Solution to navier-stokes equation in stretched coordinate system","year":2005,"lang":"en","type":"dissertation","venue":"Surgical Innovation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curvilinear coordinates; Cartesian coordinate system; Coordinate system; Elliptic coordinate system; Spherical coordinate system; Mathematics; Mathematical analysis; Navier–Stokes equations; Cylindrical coordinate system; Ellipsoidal coordinates; Algebraic equation; Geometry; Physics; Nonlinear system; Mechanics; Compressibility","score_opus":0.025367460192900093,"score_gpt":0.2682318992214212,"score_spread":0.24286443902852112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W16424956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441478,0.00023741023,0.00039792023,0.0010198383,0.0012324951,0.00056922284,0.000056235483,0.00032957055,0.052009504],"genre_scores_gemma":[0.9878989,0.00002611369,0.00095969305,0.0002287028,0.0002383154,0.000012553342,0.00848226,0.000009863749,0.0021436212],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99811023,0.00010547047,0.0006669374,0.0004012408,0.00041301156,0.00030309582],"domain_scores_gemma":[0.9991414,0.000068058565,0.00027071033,0.00020304507,0.00026280197,0.00005398825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000798301,0.00023359356,0.00030184703,0.00088187173,0.00010897946,0.00007827225,0.00022429143,0.00032951916,0.00050380675],"category_scores_gemma":[0.000113205,0.00022543642,0.00005029325,0.0017485659,0.000018991193,0.00030326415,0.00000856821,0.0003612785,0.00037052203],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037097436,0.00004412007,0.008523004,0.00026343856,0.000017830276,0.000036424193,0.00055347465,0.00052229455,0.00029097046,0.0029218215,0.009015639,0.97744],"study_design_scores_gemma":[0.0036143768,0.0008868786,0.24493998,0.004772436,0.00013071606,0.00007423219,0.008515344,0.45381948,0.02989987,0.0049983636,0.24453011,0.003818219],"about_ca_topic_score_codex":0.003006429,"about_ca_topic_score_gemma":0.0005027102,"teacher_disagreement_score":0.9736218,"about_ca_system_score_codex":0.00008875793,"about_ca_system_score_gemma":0.00008970378,"threshold_uncertainty_score":0.91930306},"labels":[],"label_agreement":null},{"id":"W1656573966","doi":"10.1111/1365-2478.12277","title":"Seismic imaging through the volcanic rocks of the Snake River Plain: insights from Project Hotspot","year":2015,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Hotspot (geology); Volcano; Volcanism; Seismology; Volcanic rock; Geochemistry; Earth science; Regional geology; Paleontology; Tectonics","score_opus":0.019385090430257296,"score_gpt":0.22498771657775224,"score_spread":0.20560262614749494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1656573966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851995,0.00038349137,0.0007749721,0.0013486244,0.0005685813,0.00037996107,0.000028422051,0.00015754039,0.011158913],"genre_scores_gemma":[0.99751455,0.0000048439647,0.00037288273,0.0014831511,0.0003486587,0.0000026459504,0.000013137877,0.0000072232215,0.0002529394],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99861246,0.00012498705,0.00023602771,0.00031799293,0.0004234613,0.00028503974],"domain_scores_gemma":[0.99909514,0.00019495502,0.00018682564,0.00039259216,0.000082737235,0.000047776306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016137173,0.00017137572,0.00020205184,0.00002720492,0.00037031187,0.00006240751,0.0005266332,0.000040844036,0.000037005866],"category_scores_gemma":[0.00012821435,0.00009027111,0.00011969475,0.00038247363,0.00030506044,0.00031442,0.00008339825,0.0003905667,0.00007431586],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024132598,0.00024003614,0.7449042,0.00007212707,0.0001935808,0.00003142874,0.06259456,0.0051180115,0.0010241632,0.0011482631,0.084070966,0.10036134],"study_design_scores_gemma":[0.0011836474,0.00023101721,0.2469931,0.00025162793,0.00011920447,0.000032963446,0.009784026,0.47919738,0.020344999,0.19751889,0.043548986,0.00079415675],"about_ca_topic_score_codex":0.08058224,"about_ca_topic_score_gemma":0.00018987188,"teacher_disagreement_score":0.4979111,"about_ca_system_score_codex":0.000017756833,"about_ca_system_score_gemma":0.00010817919,"threshold_uncertainty_score":0.92554027},"labels":[],"label_agreement":null},{"id":"W1671516875","doi":"10.2172/822176","title":"Investigation of novel geophysical techniques for monitoring CO&lt;sub&gt;2&lt;/sub&gt; movement during sequestration. Final report, CRADA","year":2003,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbon sequestration; Geology; Petroleum; Environmental science; Petroleum engineering","score_opus":0.05405356506655978,"score_gpt":0.27262488046258315,"score_spread":0.21857131539602337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1671516875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83303654,0.0018794152,0.029025124,0.0009960709,0.0047176927,0.005231533,0.0012629313,0.0023933146,0.12145735],"genre_scores_gemma":[0.7549595,0.0059596603,0.19855908,0.001484108,0.0048994306,0.0003232505,0.0077388147,0.00018807697,0.025888048],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99588245,0.00006757246,0.0013150827,0.00083322584,0.001376114,0.0005255303],"domain_scores_gemma":[0.99725455,0.00015008029,0.0011133343,0.00059100566,0.00069187814,0.00019916859],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013320562,0.0005325477,0.00072239357,0.0003899699,0.00029304178,0.000118284835,0.00033608053,0.0004395281,0.00012395736],"category_scores_gemma":[0.0002679167,0.0004955399,0.00030324637,0.00029700837,0.00021953644,0.00044379887,0.00002769918,0.0004229095,0.0000080800955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026926587,0.00040684777,0.11664191,0.0051256004,0.0007194688,0.0004168799,0.00039606352,0.00032820913,0.40993193,0.0006776267,0.37188786,0.09319834],"study_design_scores_gemma":[0.00032935332,0.0003023405,0.012243842,0.00067218,0.00011015804,0.00020557124,0.00003914913,0.0017213465,0.9362129,0.0014353388,0.045965593,0.0007621995],"about_ca_topic_score_codex":0.003651706,"about_ca_topic_score_gemma":0.00004541944,"teacher_disagreement_score":0.526281,"about_ca_system_score_codex":0.00012471511,"about_ca_system_score_gemma":0.0011048515,"threshold_uncertainty_score":0.9997496},"labels":[],"label_agreement":null},{"id":"W1674457551","doi":"10.1111/1365-2478.12017","title":"Effective anisotropic velocity model from surface monitoring of microseismic events","year":2013,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada); Microsemi (Canada)","funders":"","keywords":"Microseism; Anisotropy; Geology; Isotropy; Inversion (geology); Seismology; Hydraulic fracturing; Geodesy; Geophysics; Geotechnical engineering; Physics; Optics; Tectonics","score_opus":0.009316991440243906,"score_gpt":0.2142661367922687,"score_spread":0.2049491453520248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1674457551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99725705,0.00009261844,0.0014201201,0.000093368326,0.0001855545,0.00029883417,0.000022349977,0.00013513018,0.0004949907],"genre_scores_gemma":[0.9877847,0.0000068626377,0.011875281,0.00008081092,0.00013440067,0.0000025530012,0.000011645266,0.0000057449347,0.00009800023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899113,0.00004395678,0.00019185578,0.00029248992,0.00020633385,0.00027424985],"domain_scores_gemma":[0.9994121,0.00014535237,0.000115757655,0.00017508349,0.0000790777,0.000072619616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008780269,0.00014140451,0.00022266788,0.000025976666,0.00015101918,0.000030840965,0.00019158628,0.000054707594,0.000108122054],"category_scores_gemma":[0.00004582966,0.00012425797,0.000079865225,0.00014416024,0.00006325692,0.0003009574,0.00003079451,0.0002234431,0.0002419269],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001868386,0.000055688804,0.87302953,0.000032779422,0.000034797537,0.0000013497312,0.0005780312,0.0036160825,0.03281921,0.000026936917,0.00030044836,0.08948648],"study_design_scores_gemma":[0.00018601722,0.000067188936,0.60453755,0.000058110294,0.000010387419,5.7706836e-7,0.00014062991,0.29849806,0.07677289,0.019559933,0.000012010853,0.00015661279],"about_ca_topic_score_codex":0.028397426,"about_ca_topic_score_gemma":0.0000034522814,"teacher_disagreement_score":0.294882,"about_ca_system_score_codex":0.000014944938,"about_ca_system_score_gemma":0.000018517732,"threshold_uncertainty_score":0.9780726},"labels":[],"label_agreement":null},{"id":"W1677990016","doi":"","title":"HuBLE-UK, the Hudson Bay Lithospheric Experiment: Insights into the Formation of the Canadian Shield From Seismic Tomography and Shear-Wave Splitting","year":2009,"lang":"en","type":"article","venue":"AGUSM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Shield; Lithosphere; Seismology; Bay; Shear (geology); Baltic Shield; Seismic tomography; Shear wave splitting; Indian Shield; Geophysics; Oceanography; Mantle (geology); Petrology; Craton; Tectonics","score_opus":0.011038308496549415,"score_gpt":0.1941030348130147,"score_spread":0.18306472631646528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1677990016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816783,0.0036285517,0.00013761781,0.0064997124,0.00016542147,0.00020862023,0.0000052236883,0.000030050283,0.007646496],"genre_scores_gemma":[0.9927688,0.000099411336,0.000434239,0.006569134,0.000049597635,0.0000012282378,0.000013196944,0.000001866817,0.00006250163],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992812,0.00008764789,0.00015827945,0.00013113201,0.00017262084,0.00016908445],"domain_scores_gemma":[0.99947435,0.00009976226,0.00008192742,0.0002615964,0.000022081293,0.00006026155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021248922,0.00009575697,0.000087290246,0.000035941946,0.0005540984,0.000084649444,0.00023639303,0.00005426338,0.00010883584],"category_scores_gemma":[0.0000193694,0.000045673594,0.000051585048,0.00024758655,0.00012623201,0.0001768974,0.000012115143,0.00016338899,0.0000061231854],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048633534,0.000026338425,0.12872018,0.000023463876,0.000056825604,0.000008229688,0.11485644,0.00038961164,0.00073021965,0.0010133341,0.028666455,0.7254603],"study_design_scores_gemma":[0.00047610846,0.00031651318,0.623965,0.00025039297,0.000070192196,0.00002184928,0.014133224,0.14404602,0.07049384,0.03782081,0.10788418,0.0005218461],"about_ca_topic_score_codex":0.5264318,"about_ca_topic_score_gemma":0.052770045,"teacher_disagreement_score":0.7249384,"about_ca_system_score_codex":0.000008248299,"about_ca_system_score_gemma":0.00004447596,"threshold_uncertainty_score":0.96451443},"labels":[],"label_agreement":null},{"id":"W1680276440","doi":"","title":"Waveform tomography applied to long streamer MCS data from the Nova Scotia slope; challenges and applications","year":2009,"lang":"en","type":"article","venue":"AGUSM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Geology; Nova (rocket); Tomography; Remote sensing; Waveform; Seismology; Computer science; Optics; Oceanography; Telecommunications; Physics; Engineering","score_opus":0.03836114572271926,"score_gpt":0.24364786466222782,"score_spread":0.20528671893950856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1680276440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49800268,0.05880967,0.015190983,0.08122279,0.0008348955,0.0037674713,0.002020116,0.0014852914,0.3386661],"genre_scores_gemma":[0.9902954,0.0006821689,0.0018797974,0.0065603945,0.00015391309,0.0000012213835,0.0003781879,0.00000248805,0.000046426514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99927217,0.000013570237,0.000105708,0.0003075543,0.00013313335,0.00016785107],"domain_scores_gemma":[0.9991862,0.000084501815,0.000032592918,0.0006004975,0.0000142727395,0.00008190512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016196733,0.00009971561,0.000096259195,0.000046958583,0.00012339439,0.000051728697,0.000490058,0.000038229744,0.000227272],"category_scores_gemma":[0.000007180541,0.000065430926,0.000016816588,0.00014215738,0.00006266618,0.00013901839,0.000035903267,0.00009929089,0.00024988272],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067925484,0.00001076429,0.011888281,0.0000019803674,0.000010150374,8.7124914e-7,0.00020519503,0.0000034653256,0.000016399337,0.00019816222,0.022411069,0.96524686],"study_design_scores_gemma":[0.00014576281,0.00006913514,0.8325057,0.000024099147,0.000028193932,0.0000052157484,0.0005393082,0.0006480462,0.00053823076,0.005757685,0.15950908,0.0002295373],"about_ca_topic_score_codex":0.0052115596,"about_ca_topic_score_gemma":0.0015296815,"teacher_disagreement_score":0.9650173,"about_ca_system_score_codex":0.0000013728798,"about_ca_system_score_gemma":0.00001049374,"threshold_uncertainty_score":0.7878354},"labels":[],"label_agreement":null},{"id":"W1686574678","doi":"","title":"Waveform tomography applied to long streamer MCS data from the Scotian Slope, offshore Eastern Canada","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Waveform; Seismology; Offset (computer science); Submarine pipeline; Reflection (computer programming); Tomography; Diapir; Geodesy; Oceanography; Optics; Tectonics; Telecommunications; Engineering","score_opus":0.03913794503233868,"score_gpt":0.20287369420068682,"score_spread":0.16373574916834815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1686574678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.538226,0.0003375164,0.0027217607,0.0032400093,0.0011697928,0.0006702784,0.00168814,0.000344408,0.4516021],"genre_scores_gemma":[0.982305,0.000010051729,0.002488169,0.013816345,0.000081142694,7.4017385e-7,0.0006411845,0.000004132171,0.00065322284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989614,0.000020426798,0.00015338209,0.0003266377,0.0002668181,0.00027134694],"domain_scores_gemma":[0.9989462,0.000052023017,0.000037635316,0.00078374485,0.00002152216,0.00015889092],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015382552,0.00013421696,0.00011718639,0.00004072297,0.00015142577,0.00005080661,0.0010520247,0.00003295202,0.0065715453],"category_scores_gemma":[0.000009007578,0.00007856444,0.000021725042,0.00021334794,0.000061429804,0.0001604174,0.00008180994,0.00011594995,0.00023264767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017301989,0.000005874702,0.5629834,0.0000016473208,0.000020503827,0.000006055998,0.0002121306,0.000002301259,0.0000012339268,0.0000124897115,0.31496167,0.12177536],"study_design_scores_gemma":[0.00016647544,0.000055585813,0.78182685,0.000030268351,0.000034016528,0.0000045707493,0.0023874387,0.007288159,0.0021679336,0.00029878324,0.20533888,0.00040106944],"about_ca_topic_score_codex":0.978543,"about_ca_topic_score_gemma":0.92989653,"teacher_disagreement_score":0.4509489,"about_ca_system_score_codex":0.0000040280847,"about_ca_system_score_gemma":0.0001157923,"threshold_uncertainty_score":0.9943366},"labels":[],"label_agreement":null},{"id":"W1716191719","doi":"10.1139/cjes-2013-0143","title":"Distribution of Paleogene and Cretaceous rocks around the Nazko River belt of central British Columbia from 3-D long-offset first-arrival seismic tomography","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology; Cretaceous; Sedimentary rock; Volcanic rock; Basement; Igneous rock; Paleontology; Paleogene; Sedimentary basin; Bouguer anomaly; Seismology; Volcano; Gravity anomaly","score_opus":0.007351207522123456,"score_gpt":0.17388504591306173,"score_spread":0.16653383839093827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1716191719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541694,0.0023393962,0.00076271757,0.00043412184,0.00033633874,0.00006491785,0.00042529884,0.0000044180665,0.00021586353],"genre_scores_gemma":[0.99908465,0.00016965935,0.0003156711,0.0002841714,0.00008863791,9.656577e-8,0.000028249977,0.0000015291846,0.000027355647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883866,0.000092664966,0.0003133499,0.00014820116,0.0003049054,0.0003022252],"domain_scores_gemma":[0.9990109,0.00014889287,0.0002912361,0.00010297262,0.000120354474,0.0003256041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000617413,0.00007597508,0.0002029516,0.00008587841,0.00048018812,0.00021678816,0.0003858664,0.00005032902,0.00037200804],"category_scores_gemma":[0.000117177646,0.00007053224,0.000089328554,0.00031010946,0.001409002,0.00027034263,0.0000071201475,0.00013685712,0.0000011097085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047790054,0.0000027007839,0.9741224,0.0000060516386,0.000012955177,0.000012401353,0.00018234694,0.00060623593,0.0000039123124,0.0000011439193,0.0027528908,0.022292167],"study_design_scores_gemma":[0.00016094526,0.00028400458,0.9769834,0.00011603189,0.000025844676,0.00014076765,0.0002540499,0.009131849,0.00024045134,0.0011071512,0.011459564,0.000095913034],"about_ca_topic_score_codex":0.4540843,"about_ca_topic_score_gemma":0.53124285,"teacher_disagreement_score":0.07715857,"about_ca_system_score_codex":0.0000020956036,"about_ca_system_score_gemma":0.00030609895,"threshold_uncertainty_score":0.549551},"labels":[],"label_agreement":null},{"id":"W1716950541","doi":"10.1016/s1283-0828(13)53288-1","title":"10.1016/s1283-0828(13)53288-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Endocrine system; Medicine; Internal medicine; Hormone","score_opus":0.006357717663868781,"score_gpt":0.1612957252324051,"score_spread":0.15493800756853632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1716950541","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011983075,0.00009614762,0.0000022087968,0.0007226006,0.0000032405844,0.00009695689,0.00003324467,0.00030719725,0.9975401],"genre_scores_gemma":[0.0010858073,0.0000011188736,0.0004030944,0.0007601193,0.000092496644,9.726542e-7,0.00005695923,0.000004641481,0.9975948],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991657,0.000038658727,0.00013189485,0.00021365975,0.00017904279,0.00027105145],"domain_scores_gemma":[0.9995509,0.000042422824,0.00002069979,0.00021645885,0.000020371028,0.00014916966],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017541854,0.00011432191,0.00012200582,0.00007919056,0.00011350859,0.000050536255,0.00024990703,0.000048329024,0.9992052],"category_scores_gemma":[0.000017530694,0.00009967898,0.000048059646,0.00018664091,0.00004599411,0.00014447927,0.000007923476,0.00010207785,0.99665385],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016179978,0.0000037431932,0.000004244435,0.0000012163322,0.000002226546,0.0000024261412,0.000007368393,0.000044198656,0.000001615517,4.6026663e-8,0.47225326,0.52766347],"study_design_scores_gemma":[0.00008301453,0.0001221779,0.0003053262,0.000011883682,0.000005823318,0.000010816079,0.000001934709,0.003729836,0.00019073112,0.00003539843,0.9953486,0.00015447613],"about_ca_topic_score_codex":0.0014719471,"about_ca_topic_score_gemma":8.447028e-7,"teacher_disagreement_score":0.52750903,"about_ca_system_score_codex":0.00000397581,"about_ca_system_score_gemma":0.000021010743,"threshold_uncertainty_score":0.4064791},"labels":[],"label_agreement":null},{"id":"W1746738816","doi":"10.3968/j.aped.1925543820130502.1166","title":"Simulation Experiment Research for Exploding in Fracture","year":2013,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fracture (geology); Permeability (electromagnetism); Shock wave; Geotechnical engineering; Materials science; Geology; Mechanics; Physics; Chemistry","score_opus":0.06920786809314916,"score_gpt":0.3423307147307801,"score_spread":0.2731228466376309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1746738816","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35961968,0.015165655,0.60408074,0.009085845,0.00093670894,0.00295753,0.00000790073,0.000323184,0.007822756],"genre_scores_gemma":[0.9833289,0.00040874226,0.015471234,0.00051740237,0.000024358871,0.00010148463,0.00006765117,0.0000029461908,0.00007730858],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990599,0.000057071793,0.00023586024,0.00022157877,0.00019961027,0.00022595744],"domain_scores_gemma":[0.99954057,0.00025252948,0.000038006623,0.000068030866,0.000055057404,0.000045794513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048502593,0.00008431518,0.00010010758,0.00027835055,0.00012752638,0.0000638993,0.000068108566,0.000040692794,0.00014746615],"category_scores_gemma":[0.00006739121,0.000073597774,0.0000085957,0.00014069852,0.00003587492,0.0013891007,0.000009028927,0.0001078713,0.0000332366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005582044,0.000039518683,0.042876497,0.000037258786,0.0000023868497,0.0000016470494,0.0055110836,0.35666484,0.00004647187,0.00011485697,0.0010576566,0.593592],"study_design_scores_gemma":[0.00059165235,0.00008871839,0.006777746,0.00007938369,4.1406605e-7,4.238609e-7,0.0065508303,0.67126983,0.0043757576,0.007282388,0.30278432,0.00019850116],"about_ca_topic_score_codex":0.00019800382,"about_ca_topic_score_gemma":0.00011638073,"teacher_disagreement_score":0.6237092,"about_ca_system_score_codex":0.000028718008,"about_ca_system_score_gemma":0.000036571735,"threshold_uncertainty_score":0.300123},"labels":[],"label_agreement":null},{"id":"W1762576465","doi":"10.1111/1365-2478.12127","title":"Misfit functionals in Laplace‐Fourier domain waveform inversion, with application to wide‐angle ocean bottom seismograph data","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Amplitude; Residual; Logarithm; Fourier transform; Geology; Offset (computer science); Inversion (geology); Waveform; Amplitude versus offset; Mathematical analysis; Geodesy; Physics; Optics; Mathematics; Algorithm; Seismology; Computer science","score_opus":0.00904571486317415,"score_gpt":0.20819375553469235,"score_spread":0.1991480406715182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1762576465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97413105,0.000023674424,0.015424129,0.0035585966,0.00012782183,0.00048426137,0.00004240328,0.00027660964,0.0059314854],"genre_scores_gemma":[0.98417026,0.0000022988127,0.011388461,0.0036177444,0.0002150984,0.0000035075395,0.00024526526,0.000008953331,0.0003484005],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841267,0.00005369597,0.00021981378,0.00057884806,0.00036804652,0.00036693073],"domain_scores_gemma":[0.9989691,0.00017241457,0.000094053044,0.00055695773,0.000053377524,0.00015414406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063368556,0.0001704385,0.00020168956,0.00014417684,0.00024050803,0.000072542935,0.0003988161,0.000058836533,0.00008254873],"category_scores_gemma":[0.00010040004,0.00013498054,0.00003446084,0.0006240331,0.00007753571,0.00042133054,0.000066935056,0.00028717032,0.00025030185],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001540647,0.000079735924,0.8829486,0.00003472628,0.000020457139,0.000005184121,0.0003790651,0.0004646389,0.00010128637,0.00060288206,0.021099834,0.09410954],"study_design_scores_gemma":[0.0016255351,0.0008988655,0.3410517,0.00022832154,0.000044395227,0.000025576239,0.001826266,0.44036847,0.0017235475,0.044616893,0.16637176,0.0012186725],"about_ca_topic_score_codex":0.0054341774,"about_ca_topic_score_gemma":0.00015816854,"teacher_disagreement_score":0.5418969,"about_ca_system_score_codex":0.000016433669,"about_ca_system_score_gemma":0.000030262756,"threshold_uncertainty_score":0.8214887},"labels":[],"label_agreement":null},{"id":"W1762977737","doi":"10.1111/1365-2478.12081","title":"Research Note: Experimental measurements of Q‐contrast reflections","year":2013,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Contrast (vision); Reflection (computer programming); Amplitude; Reflection coefficient; Synthetic seismogram; Geology; Anelastic attenuation factor; Electrical impedance; Seismology; Geophysics; Optics; Physics; Mineralogy; Computer science; Quantum mechanics","score_opus":0.0819686710985249,"score_gpt":0.34440834003349663,"score_spread":0.2624396689349717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1762977737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9075092,0.000094227755,0.0001836446,0.00030854807,0.00021465714,0.00031995706,0.0000031566294,0.00013521398,0.091231406],"genre_scores_gemma":[0.99664813,9.99134e-7,0.0027877437,0.00009503824,0.00015645081,0.0000062024783,0.000004799424,0.0000034965185,0.0002971522],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99880517,0.00007863451,0.00016891779,0.00021169189,0.00042811435,0.00030749486],"domain_scores_gemma":[0.99947065,0.00009953796,0.00004938224,0.00014947273,0.00015633645,0.000074594944],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037458751,0.00007770326,0.00012004125,0.00008513389,0.00029963127,0.000050888997,0.00015412699,0.0000360915,0.0010832839],"category_scores_gemma":[0.00007869343,0.00006571041,0.000049645143,0.0003242101,0.00014395665,0.00024867698,0.000019987778,0.0002607162,0.0005621253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060423885,0.00048561598,0.1771009,0.000053965898,0.000051970383,0.000003803066,0.002377286,0.00010016245,0.5313664,0.00047594408,0.015968844,0.27195466],"study_design_scores_gemma":[0.00032599954,0.00046610628,0.11776544,0.000055571578,0.0000058381274,0.0000055785786,0.0015068025,0.009153809,0.86282057,0.007088361,0.00058752333,0.00021838077],"about_ca_topic_score_codex":0.020274758,"about_ca_topic_score_gemma":0.000020790836,"teacher_disagreement_score":0.33145416,"about_ca_system_score_codex":0.000014974245,"about_ca_system_score_gemma":0.000025767113,"threshold_uncertainty_score":0.9998299},"labels":[],"label_agreement":null},{"id":"W1774182376","doi":"10.1046/j.1365-246x.1999.00811.x","title":"The ‘gap’ between seismic ray theory and ‘full’ wavefield extrapolation","year":2002,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematical analysis; Mathematics; Slowness; Wave equation; Christoffel symbols; Fourier transform; Operator (biology); Eikonal equation; Geometry; Physics; Quantum mechanics","score_opus":0.01861828400796753,"score_gpt":0.22862436230029395,"score_spread":0.21000607829232643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1774182376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90488076,0.0012569922,0.023110947,0.026900096,0.0021128664,0.00014820861,0.00006478373,0.00013408675,0.04139123],"genre_scores_gemma":[0.9951433,0.00032675022,0.00027973016,0.0012865769,0.0008330301,3.0675096e-7,0.000011528522,0.0000024488945,0.002116335],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991676,0.000107301945,0.00017297466,0.000110566456,0.0002822801,0.00015925012],"domain_scores_gemma":[0.99918705,0.0005144607,0.00008748968,0.000071140596,0.000054159867,0.00008569805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043008415,0.00008136883,0.00007534907,0.000052521948,0.00036140843,0.00021546005,0.00023907413,0.000037117985,0.0010664398],"category_scores_gemma":[0.00007767398,0.000051569885,0.00006131619,0.00005429878,0.000114380324,0.00027197786,0.000014352955,0.00030387708,0.00017176128],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051040613,0.000016032252,0.013768215,0.0000016705187,0.00007062912,0.000010971709,0.00021219275,0.00008818035,0.00012768284,0.0026395551,0.031033361,0.9519805],"study_design_scores_gemma":[0.0005917452,0.00027385357,0.19091107,0.000051788844,0.000042189797,0.00030785587,0.00030047062,0.27207574,0.00040054842,0.21531768,0.3193751,0.00035193935],"about_ca_topic_score_codex":0.00009139477,"about_ca_topic_score_gemma":0.0000020661478,"teacher_disagreement_score":0.9516285,"about_ca_system_score_codex":0.000005915107,"about_ca_system_score_gemma":0.0000068960903,"threshold_uncertainty_score":0.9998467},"labels":[],"label_agreement":null},{"id":"W1782651217","doi":"10.1190/1.3304821","title":"AVO modeling of pressure-saturation effects in Weyburn CO2 sequestration","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Enhanced oil recovery; Carbon sequestration; Petroleum engineering; Greenhouse gas; Environmental science; Water flooding; Hydrology (agriculture); Geology; Geotechnical engineering; Carbon dioxide; Chemistry","score_opus":0.015525659584561249,"score_gpt":0.23352483994018128,"score_spread":0.21799918035562002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1782651217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98764145,0.00013779642,0.0032076873,0.00048512404,0.00049091765,0.00014961205,0.0000026530647,0.0000679102,0.007816854],"genre_scores_gemma":[0.99879897,0.0000103252805,0.00068703026,0.00021096366,0.000078358,7.683641e-7,0.000013541998,0.0000019421673,0.00019812246],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952775,0.00005490451,0.00011727479,0.00009295658,0.000100025536,0.00010709383],"domain_scores_gemma":[0.9996764,0.000108883716,0.000045926463,0.0001294614,0.00002106625,0.000018267652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043826757,0.000056614073,0.00008066371,0.000057816298,0.00005978152,0.000023791199,0.0001326953,0.000050069102,0.000041539217],"category_scores_gemma":[0.000074311196,0.000039053764,0.000019982781,0.000097833436,0.00004370015,0.00017659177,0.0000043613504,0.00022419049,0.000035321445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023336368,0.00010130554,0.2578007,0.00050839485,0.00006290742,0.000016361455,0.011824883,0.2119749,0.17285872,0.006178955,0.022244599,0.31619492],"study_design_scores_gemma":[0.00008576592,0.000030722455,0.004115172,0.000038527287,0.000008235432,0.0000032077005,0.000029922145,0.9686767,0.022549989,0.0031025896,0.0012965056,0.00006269003],"about_ca_topic_score_codex":0.0016532604,"about_ca_topic_score_gemma":0.00014918817,"teacher_disagreement_score":0.75670177,"about_ca_system_score_codex":0.0000015289521,"about_ca_system_score_gemma":0.000018521561,"threshold_uncertainty_score":0.24992463},"labels":[],"label_agreement":null},{"id":"W1791057025","doi":"10.1111/j.1365-2478.2012.01096.x","title":"Fast waveform inversion without source‐encoding","year":2012,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Stochastic optimization; Encoding (memory); Mathematical optimization; Convergence (economics); Optimization problem; Set (abstract data type); Stylized fact; Algorithm; Mathematics; Artificial intelligence","score_opus":0.013980600148327183,"score_gpt":0.21885886512043848,"score_spread":0.20487826497211128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1791057025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94924766,0.000072392824,0.0011862962,0.00022773427,0.00045253392,0.00013042329,0.0000031694099,0.0004170832,0.048262708],"genre_scores_gemma":[0.995699,0.000004340057,0.001845326,0.0007474503,0.0007245056,8.4485333e-7,0.000014634148,0.000006221053,0.00095766725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988501,0.000027875589,0.00015205453,0.00020615636,0.0002512166,0.00051260146],"domain_scores_gemma":[0.9995163,0.00005661736,0.00007905825,0.00015319118,0.000025462901,0.00016937377],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028099006,0.0001390445,0.00015489961,0.00006012513,0.00037340084,0.000055427696,0.00014886037,0.0000512963,0.00038791666],"category_scores_gemma":[0.00005456776,0.00011132939,0.00007497125,0.00019926528,0.000073477604,0.0005634407,0.000032229098,0.00026401455,0.0009037045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012922039,0.0000286705,0.7921549,0.000017317754,0.0000081896815,0.0000011681439,0.0010196969,0.00003133601,0.0005408836,0.00015326276,0.0016124104,0.20441924],"study_design_scores_gemma":[0.0011455651,0.00047695445,0.5230407,0.0002683016,0.00008481949,0.000097459,0.005843275,0.33176485,0.06295409,0.0073632216,0.06518629,0.0017744832],"about_ca_topic_score_codex":0.0025728757,"about_ca_topic_score_gemma":0.0000054280945,"teacher_disagreement_score":0.33173352,"about_ca_system_score_codex":0.000015145083,"about_ca_system_score_gemma":0.000011489289,"threshold_uncertainty_score":0.99987423},"labels":[],"label_agreement":null},{"id":"W1822012234","doi":"10.1190/geo2014-0369.1","title":"Efficient matrix completion for seismic data reconstruction","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Division of Ocean Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Interpolation (computer graphics); Algorithm; Context (archaeology); Singular value decomposition; Sparse matrix; TRACE (psycholinguistics); Missing data; Matrix decomposition; Low-rank approximation; Matrix completion; Singular value; Mathematical optimization; Mathematics; Artificial intelligence","score_opus":0.06116869947971574,"score_gpt":0.269461271698063,"score_spread":0.20829257221834727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1822012234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87508965,0.00024846688,0.11436249,0.0012934883,0.002206563,0.00048663083,0.0008234854,0.00041001601,0.005079227],"genre_scores_gemma":[0.98279613,0.000005999718,0.015023868,0.00059901114,0.0002711909,0.0000010942933,0.001066599,0.0000033668546,0.00023275291],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939424,0.000022389177,0.00010398946,0.00019824287,0.00013361879,0.00014753632],"domain_scores_gemma":[0.99948376,0.000038732785,0.00005481502,0.0002961373,0.000062511106,0.00006404893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026515484,0.00006820357,0.00008770904,0.00003442721,0.0000881282,0.000032840377,0.00021491616,0.000028488608,0.000039994884],"category_scores_gemma":[0.000029722534,0.00006131142,0.000023491164,0.0000963943,0.000047892587,0.00010488802,0.00001808499,0.000054546723,0.00023505905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007360367,0.000028066846,0.0059542535,0.000029360675,0.000014808395,0.0000012266717,0.00017697297,0.015756374,0.000053706943,0.00025919548,0.15737197,0.8202805],"study_design_scores_gemma":[0.00020214435,0.000056767967,0.0010227457,0.000008707693,0.000010217104,0.000011752862,0.00013349653,0.9343141,0.00013261336,0.0052298647,0.058785584,0.00009202179],"about_ca_topic_score_codex":0.00160384,"about_ca_topic_score_gemma":0.0000056595622,"teacher_disagreement_score":0.9185577,"about_ca_system_score_codex":0.0000058079004,"about_ca_system_score_gemma":0.00004492619,"threshold_uncertainty_score":0.3021287},"labels":[],"label_agreement":null},{"id":"W1822881292","doi":"10.3968/6131","title":"Accurate Seismic Imaging Methods on Complex Fault Blocks of Subei Basin","year":2014,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Fault (geology); Seismic migration; Igneous rock; Geophysical imaging; Fault block; Block (permutation group theory); Structural basin; Seismology; Geometry; Geomorphology; Paleontology","score_opus":0.027969763658845275,"score_gpt":0.2965378003659701,"score_spread":0.2685680367071248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1822881292","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03314395,0.0010316676,0.9422777,0.0020889547,0.00046398723,0.00017744057,0.00000938918,0.00015111337,0.020655787],"genre_scores_gemma":[0.9160916,0.0005522661,0.08107816,0.0020918816,0.000019190162,0.000004317334,0.000066549364,0.0000035510354,0.00009247269],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989105,0.0001497557,0.00033074402,0.00024594148,0.00018023129,0.00018285813],"domain_scores_gemma":[0.999493,0.00017014168,0.00012711405,0.00011681784,0.000036235662,0.00005668567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065665,0.00013408458,0.00019667431,0.00020689859,0.00010153815,0.000030093119,0.000111251655,0.000026779111,0.00012682272],"category_scores_gemma":[0.000059958067,0.00011474314,0.000018005876,0.00013329579,0.00007650771,0.0005482411,0.000013805074,0.00010012437,0.000019940146],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004128846,0.000017472908,0.025642978,0.00002027059,0.000003289571,0.0000011437636,0.0005230228,0.020876752,0.000049057795,0.000111526606,0.00058852765,0.95212466],"study_design_scores_gemma":[0.00041892446,0.00007297418,0.0086534405,0.000066051914,0.0000024554413,0.0000037230423,0.00067687954,0.555858,0.009769868,0.0023436716,0.42192847,0.00020551706],"about_ca_topic_score_codex":0.0001360279,"about_ca_topic_score_gemma":0.00003891641,"teacher_disagreement_score":0.95191914,"about_ca_system_score_codex":0.000010429414,"about_ca_system_score_gemma":0.000032371907,"threshold_uncertainty_score":0.46790895},"labels":[],"label_agreement":null},{"id":"W1829774568","doi":"10.1190/geo2014-0396.1","title":"Interpolation and denoising of high-dimensional seismic data by learning a tight frame","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":169,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; Program for New Century Excellent Talents in University; National Natural Science Foundation of China","keywords":"Curvelet; Computer science; Algorithm; Sparse approximation; Interpolation (computer graphics); Noise reduction; Basis function; Synthetic data; Data set; Noise (video); Pattern recognition (psychology); Artificial intelligence; Mathematics; Image (mathematics); Wavelet; Wavelet transform","score_opus":0.02173981329090821,"score_gpt":0.22205489098584846,"score_spread":0.20031507769494025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1829774568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99347234,0.00034800466,0.0052246233,0.00025558897,0.00011934332,0.000039703966,0.000063493026,0.000053184365,0.00042370596],"genre_scores_gemma":[0.9963799,0.000011447087,0.0024531186,0.00042179204,0.000042379437,7.64026e-8,0.00053957157,0.0000024047176,0.00014926858],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994457,0.000038957358,0.0001009806,0.00015877782,0.00015565258,0.000099981844],"domain_scores_gemma":[0.9996319,0.000049297545,0.00006910859,0.00015782133,0.00003600384,0.00005587399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001793143,0.00006368263,0.0000958657,0.00003088654,0.000052705374,0.000022536631,0.00012916815,0.000031590083,0.000048078728],"category_scores_gemma":[0.000032046773,0.00005615983,0.000009400619,0.00006832404,0.00006361882,0.00029333445,0.000043188513,0.00011376901,0.00004152944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012333415,0.000059500457,0.11026205,0.00005931651,0.00006089948,0.0000070495853,0.0015396965,0.002966842,0.0042094793,0.00019684866,0.23220679,0.6483082],"study_design_scores_gemma":[0.0002916973,0.00016174116,0.0076953005,0.000049027178,0.00002058934,0.000009295869,0.00019925031,0.96065485,0.0022109079,0.008500693,0.02002888,0.00017777797],"about_ca_topic_score_codex":0.0068543926,"about_ca_topic_score_gemma":0.0000049672053,"teacher_disagreement_score":0.957688,"about_ca_system_score_codex":0.0000019924,"about_ca_system_score_gemma":0.000029386143,"threshold_uncertainty_score":0.9997591},"labels":[],"label_agreement":null},{"id":"W1840681761","doi":"10.3968/j.est.1923847920130601.3658","title":"First Arrival Time Auto-Picking Method Based on Multi-Time Windows Energy Ratio","year":2013,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Time domain; Computer science; Process (computing); Arrival time; Damping ratio; Quality (philosophy); Aspect ratio (aeronautics); Algorithm; Engineering; Mathematics; Statistics; Materials science; Physics; Acoustics; Vibration","score_opus":0.007892886243341366,"score_gpt":0.20949096355962768,"score_spread":0.20159807731628632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1840681761","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24235928,0.0017242373,0.5179255,0.101051174,0.002675162,0.0013464311,0.00009573393,0.009800326,0.12302218],"genre_scores_gemma":[0.95763177,0.000024909388,0.034591027,0.0052372557,0.00004656796,0.000011290695,0.000014592636,0.000006829508,0.0024357883],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831975,0.000049331575,0.00019696128,0.00057085935,0.00036346426,0.00049963023],"domain_scores_gemma":[0.9991298,0.00014318293,0.00008969174,0.00037320034,0.00012839909,0.00013575352],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051671726,0.00019116656,0.00021309638,0.0008007423,0.0006219248,0.00013295052,0.00060070487,0.0001628931,0.0013673122],"category_scores_gemma":[0.00018106104,0.0001532059,0.00003243489,0.0011534367,0.00092071376,0.00043808966,0.000051523322,0.0001545334,0.00026525004],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017512266,0.00009385975,0.012056038,0.0000072921953,0.00001807647,0.000033497025,0.00009014212,0.005773039,0.01838229,0.009645729,0.019004568,0.93487793],"study_design_scores_gemma":[0.0002039987,0.0001891568,0.001317216,0.000018937111,0.0000042014017,0.000019807512,0.000028411396,0.89496547,0.03305657,0.0017733229,0.068215445,0.00020744085],"about_ca_topic_score_codex":0.0051137647,"about_ca_topic_score_gemma":0.00005337593,"teacher_disagreement_score":0.9346705,"about_ca_system_score_codex":0.000016821225,"about_ca_system_score_gemma":0.00014918513,"threshold_uncertainty_score":0.9995456},"labels":[],"label_agreement":null},{"id":"W1847666497","doi":"10.14288/1.0052372","title":"Deep 3-D seismic reflection imaging of Precambrian sills in the crystalline crust of Alberta, Canada","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precambrian; Sill; Geology; Crust; Reflection (computer programming); Seismology; Geophysics; Geochemistry","score_opus":0.005434207732881537,"score_gpt":0.16468669664105026,"score_spread":0.15925248890816873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1847666497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99244875,0.00014474847,0.00028941428,0.0005799005,0.000050956023,0.00012735989,0.000040695137,0.000012211366,0.0063059465],"genre_scores_gemma":[0.9991277,0.000054797758,0.00021529196,0.00037282016,0.00000919516,2.5650529e-8,0.00002909526,0.0000014889688,0.00018956958],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992373,0.000082808576,0.00014363408,0.00016218053,0.00022282708,0.00015127729],"domain_scores_gemma":[0.99950945,0.00008257749,0.00014428189,0.00015747386,0.00006899148,0.00003720059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023667737,0.000034916146,0.00018130954,0.000051543975,0.00008478301,0.000017849798,0.0002902503,0.000035139015,0.00015186585],"category_scores_gemma":[0.000027634607,0.000080558515,0.000051855794,0.00029657676,0.00016459725,0.00020002402,0.000008573665,0.00010063697,9.49202e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002047836,0.000034325512,0.14375606,0.00003810956,0.000008170365,0.00003765644,0.00037794778,0.00066398055,0.0000824789,5.0314696e-7,0.008290644,0.84668964],"study_design_scores_gemma":[0.00029864704,0.00010132823,0.9718695,0.00009003252,0.000014452728,0.000035338813,0.0019209073,0.024736306,0.000020019532,0.00013515863,0.0006949423,0.000083330655],"about_ca_topic_score_codex":0.99784523,"about_ca_topic_score_gemma":0.9956464,"teacher_disagreement_score":0.8466063,"about_ca_system_score_codex":0.000016888634,"about_ca_system_score_gemma":0.000118057564,"threshold_uncertainty_score":0.32850808},"labels":[],"label_agreement":null},{"id":"W1848040503","doi":"10.1190/geo2015-0044.1","title":"Fast simultaneous seismic source separation using Stolt migration and demigration operators","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fourier transform; Radon transform; Algorithm; Computer science; Operator (biology); Source separation; Inverse; Interference (communication); Mathematics; Mathematical analysis; Computer vision; Geometry","score_opus":0.018688473800057864,"score_gpt":0.24023246916510793,"score_spread":0.22154399536505007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848040503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697169,0.00012122893,0.029365323,0.00016591753,0.00014316275,0.00010231903,0.000011621922,0.000109684814,0.00026382334],"genre_scores_gemma":[0.9964864,0.000018551566,0.002143476,0.000862301,0.00012481507,4.4865521e-7,0.00011987586,0.000003977081,0.00024011951],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933034,0.000051888062,0.0001245054,0.0001774744,0.00017223568,0.00014353366],"domain_scores_gemma":[0.99962205,0.000043200205,0.00006162852,0.00010240437,0.0000795477,0.00009119487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013583251,0.00010466029,0.00009698793,0.000047600217,0.00014542892,0.00008998725,0.000060370618,0.000053215725,0.00001390273],"category_scores_gemma":[0.000035998717,0.00009556933,0.000019553372,0.0001448925,0.0000483808,0.0003830893,0.000007554191,0.000084726205,0.000062959254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069118556,0.000033896806,0.11352667,0.000025830352,0.000022811548,0.00001073683,0.0053708786,0.4817193,0.0024052078,0.0000488396,0.007883961,0.38888276],"study_design_scores_gemma":[0.00012176802,0.000074849064,0.00084623904,0.000009523309,0.000012935987,0.000013273339,0.0005381342,0.98744947,0.0019407675,0.0005651299,0.008294983,0.00013291958],"about_ca_topic_score_codex":0.009266337,"about_ca_topic_score_gemma":0.00017068104,"teacher_disagreement_score":0.5057302,"about_ca_system_score_codex":0.000010674381,"about_ca_system_score_gemma":0.00005546384,"threshold_uncertainty_score":0.997331},"labels":[],"label_agreement":null},{"id":"W1860244313","doi":"10.3968/j.aped.1925543820120401.295","title":"Petroleum and Gas Reserves Exploration by Real-Time Expert Seismology and Non-Linear Seismic Wave Motion","year":2012,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Shore; Helmholtz equation; Seismic wave; Seismology; Geophysics; Mathematical analysis; Oceanography; Mathematics","score_opus":0.021090617169668775,"score_gpt":0.246950810904108,"score_spread":0.22586019373443922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1860244313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88184756,0.011385879,0.097474754,0.005278625,0.00057484955,0.00038589636,0.000023658898,0.00024663762,0.002782118],"genre_scores_gemma":[0.9612762,0.02468215,0.012363868,0.00082632527,0.000080327394,0.000026549822,0.00036872065,0.000009485383,0.0003663802],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863476,0.000111870104,0.00035002278,0.00035070925,0.00020872599,0.0003439401],"domain_scores_gemma":[0.9994945,0.000082614235,0.000119378856,0.00011689985,0.000031460117,0.00015516866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005069937,0.00021082023,0.00022899364,0.00020711317,0.0002241,0.000058025773,0.000060299324,0.00009209145,0.00006554955],"category_scores_gemma":[0.000028554028,0.00019058707,0.000012961855,0.00009917724,0.0001268941,0.0030226225,0.00003227894,0.00012823181,0.000031229032],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029473842,0.00014156383,0.15523855,0.0001156527,0.000028724922,0.000011600651,0.012230809,0.0029285043,0.0011996782,0.00010072551,0.0074797524,0.8202297],"study_design_scores_gemma":[0.0020210904,0.0004513527,0.024212535,0.00016268177,0.000014415778,0.00007887967,0.0075261192,0.6089984,0.015373025,0.0029131165,0.33717927,0.0010690985],"about_ca_topic_score_codex":0.00035052953,"about_ca_topic_score_gemma":0.00004249967,"teacher_disagreement_score":0.8191606,"about_ca_system_score_codex":0.000021165059,"about_ca_system_score_gemma":0.000028488395,"threshold_uncertainty_score":0.7771915},"labels":[],"label_agreement":null},{"id":"W1860256543","doi":"10.3968/j.aped.1925543820130502.1368","title":"The Improvement of 3D Traveltime Tomographic Inversion Method","year":2013,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Geology; Seismic inversion; Offset (computer science); Tomography; Seismology; Computer science; Mathematics; Optics; Geometry; Tectonics; Azimuth","score_opus":0.01096523702965776,"score_gpt":0.2323332137102131,"score_spread":0.22136797668055533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1860256543","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4217281,0.02257368,0.5154529,0.011135173,0.0020655987,0.0020678616,0.000018779092,0.00040263988,0.024555229],"genre_scores_gemma":[0.9430757,0.005099601,0.050883222,0.0006849772,0.000013182747,0.000022236962,0.000028997234,0.0000027781255,0.0001892775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992012,0.000040915656,0.00026869282,0.00015518267,0.00018319629,0.00015084467],"domain_scores_gemma":[0.99963814,0.00009575517,0.00009366353,0.000090806556,0.000038446036,0.00004320067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036232843,0.000088020875,0.000101179925,0.00011489206,0.0001465948,0.00003502368,0.00010067688,0.000026357808,0.00012869744],"category_scores_gemma":[0.00001598176,0.000058321104,0.0000134743705,0.00013390231,0.00006921234,0.00067136827,0.000013526246,0.000069995156,0.00002441274],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000115061,0.000008094054,0.011654155,0.000010408493,0.0000035963103,2.708317e-7,0.0003865566,0.0004953862,0.00010118578,0.00005080597,0.0003097316,0.9869683],"study_design_scores_gemma":[0.0015262521,0.0005632089,0.04920405,0.00016765333,0.000010118193,0.000006041319,0.00997647,0.4207171,0.054260265,0.01861722,0.44427478,0.0006768693],"about_ca_topic_score_codex":0.00035164075,"about_ca_topic_score_gemma":0.00011976419,"teacher_disagreement_score":0.9862914,"about_ca_system_score_codex":0.0000065938034,"about_ca_system_score_gemma":0.000031388405,"threshold_uncertainty_score":0.23782656},"labels":[],"label_agreement":null},{"id":"W1869537008","doi":"10.1111/1365-2478.12131","title":"Reservoir monitoring of steam‐assisted gravity drainage using borehole measurements","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Borehole; Electrical resistivity tomography; Geology; Vertical seismic profile; Electrical resistivity and conductivity; Igneous petrology; Economic geology; Tomography; Gemology; Seismic tomography; Steam injection; Oil sands; Hydrogeology; Geophysics; Engineering geology; Seismology; Petroleum engineering; Geotechnical engineering; Volcanism; Tectonics; Asphalt; Materials science; Telmatology","score_opus":0.05037337649529846,"score_gpt":0.2660500967755228,"score_spread":0.21567672028022436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1869537008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99201113,0.0000420252,0.00070929475,0.000053421467,0.00025874347,0.00011632223,0.0000046460195,0.00013864684,0.00666577],"genre_scores_gemma":[0.99288857,7.9754176e-7,0.006704131,0.000051421648,0.0002729151,6.013735e-7,0.0000056918548,0.000005841392,0.00007002122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986852,0.00010258428,0.0002367271,0.0002722237,0.0004002308,0.00030304366],"domain_scores_gemma":[0.9993433,0.00008836383,0.00015783562,0.00023955024,0.000090703674,0.00008024251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006051866,0.00012967522,0.0002211025,0.00006460533,0.00026402305,0.000040531962,0.00021097757,0.000046036264,0.000030919116],"category_scores_gemma":[0.00019844323,0.00011562708,0.00008213895,0.00027142273,0.00008845579,0.00021912955,0.000030279347,0.00020434246,0.000022331073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029817435,0.0000592076,0.9063769,0.00007718725,0.000022178294,0.000002322603,0.00024491549,0.00046438884,0.022472307,0.00008588147,0.00011319045,0.070051685],"study_design_scores_gemma":[0.00041164175,0.00020851941,0.8288211,0.00021947036,0.00003168713,0.0000057045518,0.00029751263,0.050945643,0.10776282,0.010535794,0.0004273005,0.00033275704],"about_ca_topic_score_codex":0.00613088,"about_ca_topic_score_gemma":0.000008433477,"teacher_disagreement_score":0.085290514,"about_ca_system_score_codex":0.000015215403,"about_ca_system_score_gemma":0.000018971643,"threshold_uncertainty_score":0.9268098},"labels":[],"label_agreement":null},{"id":"W1871308278","doi":"10.1190/geo2014-0537.1","title":"Application of waveform tomography to a crooked-line 2D land seismic data set","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Waveform; Amplitude; Tomography; Geology; Seismology; Data set; Data processing; Geophysical imaging; Geodesy; Acoustics; Remote sensing; Computer science; Optics; Telecommunications; Artificial intelligence; Physics","score_opus":0.03818473344965624,"score_gpt":0.25591633526795554,"score_spread":0.21773160181829931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1871308278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94767165,0.00021802996,0.04106372,0.0021924728,0.0004060171,0.00049839565,0.0014573103,0.0002841999,0.006208213],"genre_scores_gemma":[0.99440515,0.000008607156,0.0028200313,0.0014527829,0.00012247943,0.0000011529512,0.0010874477,0.0000030879348,0.00009923908],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992857,0.000015896152,0.0001379142,0.00020994541,0.00019849213,0.00015202662],"domain_scores_gemma":[0.99921036,0.000014780683,0.00006232677,0.0005337273,0.00006684611,0.00011196155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022090733,0.00008403715,0.00012277966,0.00006985863,0.00003669714,0.00001788897,0.0003991849,0.000031995103,0.000010134761],"category_scores_gemma":[0.000015150721,0.00007008831,0.000025855548,0.0003149056,0.000026110098,0.00019821594,0.000047858408,0.000066637585,0.00021281725],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094373114,0.000054952034,0.12514326,0.000051694034,0.000031869775,0.0000028508773,0.0007626679,0.0020073971,0.0001430847,0.00006517104,0.13595706,0.73568565],"study_design_scores_gemma":[0.0005753826,0.0004809582,0.028164206,0.000041544718,0.000048557988,0.00000968696,0.0007317837,0.66219836,0.0055213394,0.015172062,0.28660265,0.0004534316],"about_ca_topic_score_codex":0.011925305,"about_ca_topic_score_gemma":0.000060024624,"teacher_disagreement_score":0.7352322,"about_ca_system_score_codex":0.0000026540795,"about_ca_system_score_gemma":0.000038292463,"threshold_uncertainty_score":0.99465436},"labels":[],"label_agreement":null},{"id":"W1882021129","doi":"10.14288/1.0087987","title":"An inverse scattering series method for attenuating elastic multiples from multicomponent land and ocean bottom seismic data","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple; Ocean bottom; Series (stratigraphy); Geology; Seismology; Remote sensing; Geodesy; Mathematics","score_opus":0.01945189061027155,"score_gpt":0.21441455305871784,"score_spread":0.1949626624484463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1882021129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98126304,0.000100574616,0.01637512,0.00039867556,0.00007361183,0.00017597582,0.001468081,0.00011352738,0.000031375424],"genre_scores_gemma":[0.8893533,0.00006401527,0.10957229,0.00033075744,0.000033956567,3.315311e-8,0.00061564567,0.000003757208,0.000026290692],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990369,0.00007166738,0.00011514836,0.00044143383,0.00013038718,0.0002044645],"domain_scores_gemma":[0.9992788,0.00013725532,0.00010087411,0.00031224542,0.000048217575,0.00012260684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002758918,0.00005643302,0.00021297415,0.00004268353,0.00031175147,0.00013474282,0.0004015038,0.00006321221,0.000047279394],"category_scores_gemma":[0.000039341125,0.00014972006,0.000035362045,0.00007691117,0.00019078398,0.00085810974,0.000046950958,0.0001007961,0.0000037306625],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028049355,0.000027504477,0.18636604,0.000028886217,0.000019057927,0.00002301318,0.00023527027,0.00017885215,0.0003833937,7.765268e-8,0.0022170702,0.8104928],"study_design_scores_gemma":[0.00043139711,0.000088790825,0.58552516,0.0000756997,0.0000291286,0.000020193254,0.0011637234,0.4120523,0.000005763544,0.00021660374,0.0002675577,0.00012367655],"about_ca_topic_score_codex":0.42067266,"about_ca_topic_score_gemma":0.07404295,"teacher_disagreement_score":0.81036913,"about_ca_system_score_codex":0.0000064331707,"about_ca_system_score_gemma":0.00002524884,"threshold_uncertainty_score":0.94285333},"labels":[],"label_agreement":null},{"id":"W1882757192","doi":"10.1111/1365-2478.12276","title":"Common‐shot Fresnel beam migration based on wave‐field approximation in effective vicinity under complex topographic conditions","year":2015,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Gaussian beam; Fresnel zone; Seismic migration; Geology; Ray tracing (physics); Optics; Gaussian; Economic geology; Regional geology; Fresnel number; Beam (structure); Diffraction; Physics; Tectonics; Seismology","score_opus":0.03895291183185936,"score_gpt":0.2646518692440801,"score_spread":0.2256989574122207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1882757192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98370737,0.000008096838,0.0029235263,0.0015105822,0.0001427513,0.00048907916,0.00001988003,0.00020219709,0.010996508],"genre_scores_gemma":[0.9964923,5.4283265e-7,0.0006080538,0.00255545,0.000097378994,0.000011305227,0.00021754792,0.0000042971005,0.000013072124],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893177,0.00011981895,0.00019139226,0.0002696136,0.00026080827,0.00022657735],"domain_scores_gemma":[0.9991968,0.00040032426,0.00008537823,0.00016929324,0.00005836073,0.0000898169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033424728,0.00013622019,0.0001892646,0.00015858868,0.00019173752,0.0000594266,0.000092719514,0.00006596462,0.000083382605],"category_scores_gemma":[0.0001218872,0.000121667515,0.000060902297,0.00041502342,0.00007367168,0.00020699503,0.000009458514,0.00032421254,0.00006168762],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037114156,0.00073492224,0.90044665,0.00009296666,0.000033524477,0.00002460569,0.0017873093,0.027504852,0.0017944045,0.0029709102,0.009407349,0.05483136],"study_design_scores_gemma":[0.0004887184,0.0004154035,0.4626844,0.00004850787,0.000008724937,0.000002143659,0.00042766062,0.5054637,0.0053487853,0.024804235,0.00012321759,0.00018450727],"about_ca_topic_score_codex":0.010443796,"about_ca_topic_score_gemma":0.0007213389,"teacher_disagreement_score":0.47795883,"about_ca_system_score_codex":0.000025584795,"about_ca_system_score_gemma":0.00002321267,"threshold_uncertainty_score":0.9961457},"labels":[],"label_agreement":null},{"id":"W1890019135","doi":"10.1111/j.1365-246x.2012.05424.x","title":"Imaging quasi-vertical geological faults with earthquake data","year":2012,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Seismology; Geology; Reflection (computer programming); Seismogram; Fault (geology); Distortion (music); P wave; Seismic wave; Surface wave; Synthetic seismogram; Orientation (vector space); Earthquake location; Active fault; Geodesy; Geometry; Induced seismicity; Optics; Computer science; Physics","score_opus":0.027076549624003007,"score_gpt":0.25905275374074144,"score_spread":0.23197620411673842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1890019135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964689,0.00018471939,0.01272206,0.0072238194,0.0012706564,0.0000676029,0.00006946383,0.0001231621,0.013649528],"genre_scores_gemma":[0.9920849,0.000023867302,0.0033853608,0.00267634,0.0014591475,3.0478816e-7,0.00015798984,0.0000039954284,0.00020810183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854547,0.000073086725,0.0002084351,0.00020813332,0.00056665647,0.00039821243],"domain_scores_gemma":[0.9992249,0.00012969624,0.0000601522,0.00022038141,0.000090912225,0.0002739276],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037440567,0.00013228717,0.00013531127,0.000074494696,0.00016655424,0.00010999646,0.0007157297,0.000035055422,0.0024023058],"category_scores_gemma":[0.00008920883,0.00008636088,0.000052971493,0.0000891153,0.00016255489,0.0011679357,0.00007279097,0.0004295611,0.00066104654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001506804,0.0002098182,0.80363417,0.000002251153,0.00006499699,0.0000864285,0.00010210502,0.00004909539,0.000034372904,0.0006457463,0.02827381,0.16674653],"study_design_scores_gemma":[0.0004587951,0.00014451689,0.7962052,0.000034530127,0.000026496611,0.0014023228,0.00016630407,0.092353925,0.00015408284,0.0015593672,0.10723377,0.00026064768],"about_ca_topic_score_codex":0.00036931515,"about_ca_topic_score_gemma":0.0000060303964,"teacher_disagreement_score":0.16648588,"about_ca_system_score_codex":0.00000915963,"about_ca_system_score_gemma":0.000036150883,"threshold_uncertainty_score":0.99850965},"labels":[],"label_agreement":null},{"id":"W1891867687","doi":"10.1190/1.2210075","title":"The robustness of VP/VS mapping","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Robustness (evolution); Computer science; Biology; Genetics","score_opus":0.017235190795612896,"score_gpt":0.20929280077771523,"score_spread":0.19205760998210233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1891867687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81448686,0.0022656266,0.0073382067,0.011926074,0.0017382758,0.0002732638,0.000014578516,0.00033703333,0.1616201],"genre_scores_gemma":[0.9940111,0.000033541957,0.00035918067,0.00035307644,0.00019092474,4.552234e-7,0.0000059436143,0.0000021846672,0.0050435937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994649,0.000052723353,0.00012079406,0.000079767386,0.00011493666,0.00016685443],"domain_scores_gemma":[0.9994871,0.00023427159,0.000060868093,0.00018377638,0.000020043844,0.000013927266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004914204,0.000057971163,0.000075632954,0.000029139072,0.00029342668,0.00003723292,0.0003059358,0.000022605385,0.000071698305],"category_scores_gemma":[0.00002301767,0.000029306426,0.000037935817,0.00014127561,0.00016647592,0.00006020017,0.000009951453,0.00009893916,0.00009757503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032882894,0.000012676523,0.055765837,0.00002984264,0.000018712415,0.0000028683278,0.0005199304,0.0060122074,0.00040636555,0.0013792567,0.7124426,0.22337681],"study_design_scores_gemma":[0.00017651076,0.000053884254,0.04948023,0.0000826775,0.000016698943,0.000024755875,0.00053563324,0.12258787,0.009478379,0.0050548473,0.81229246,0.00021607176],"about_ca_topic_score_codex":0.0016754463,"about_ca_topic_score_gemma":0.00004445927,"teacher_disagreement_score":0.22316074,"about_ca_system_score_codex":0.0000025428296,"about_ca_system_score_gemma":0.000012631133,"threshold_uncertainty_score":0.2532785},"labels":[],"label_agreement":null},{"id":"W1892419388","doi":"10.1111/j.1365-246x.2012.05375.x","title":"Cross-well seismic waveform tomography for monitoring CO2 injection: a case study from the Ketzin Site, Germany","year":2012,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Geology; Waveform; Tomography; Seismology; Caprock; Seismic tomography; Process (computing); Horizon; Petroleum engineering; Geophysics; Engineering; Computer science; Geometry; Aerospace engineering","score_opus":0.019937489728322697,"score_gpt":0.2805090244354945,"score_spread":0.2605715347071718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892419388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99424,0.00011813553,0.0010511094,0.00048632245,0.0030703424,0.00016775136,0.00009682496,0.000053138927,0.00071637507],"genre_scores_gemma":[0.9937418,0.000011983348,0.00044953646,0.0007667288,0.0046034013,0.000004473246,0.000030823223,0.000005674517,0.000385559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988434,0.000049308223,0.00026517326,0.00015897742,0.00038909112,0.0002940812],"domain_scores_gemma":[0.9991316,0.00030613452,0.00013989779,0.00012815297,0.00015113952,0.000143063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004217386,0.00013897296,0.00012400668,0.00008498085,0.0005201934,0.00030717425,0.0003122333,0.000042713447,0.00055755087],"category_scores_gemma":[0.000031489104,0.00009136357,0.00017826357,0.00012901222,0.000075529024,0.00072273216,0.000028767927,0.00036607328,0.00013935844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008183857,0.00016463619,0.957923,0.0000017738431,0.0001281013,0.00010458725,0.0014592384,0.00027627687,0.000041315,0.000008446667,0.0063738893,0.033436894],"study_design_scores_gemma":[0.0011129805,0.0004453897,0.8999712,0.00004093704,0.000077692624,0.0034982113,0.004031564,0.04168898,0.0007972769,0.0018991558,0.046089016,0.00034761237],"about_ca_topic_score_codex":0.007428941,"about_ca_topic_score_gemma":0.000024671339,"teacher_disagreement_score":0.057951815,"about_ca_system_score_codex":0.00002067424,"about_ca_system_score_gemma":0.000021701946,"threshold_uncertainty_score":0.9991807},"labels":[],"label_agreement":null},{"id":"W1892968877","doi":"10.1190/geo2014-0617.1","title":"Relative location of microseismicity","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Virtual Materials Group (Canada)","funders":"","keywords":"Microseism; Paraxial approximation; Ray tracing (physics); Geology; Event (particle physics); Geodesy; Seismology; Algorithm; Computer science; Optics; Physics; Astrophysics","score_opus":0.02237714636284432,"score_gpt":0.21995867907970787,"score_spread":0.19758153271686354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892968877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96195966,0.00030524863,0.01032688,0.00040595705,0.00027833582,0.00009410347,0.000021943655,0.000099270306,0.026508627],"genre_scores_gemma":[0.9968696,0.000005290826,0.0022376345,0.0004961019,0.0000356516,1.354785e-7,0.000031472027,0.0000011217732,0.00032299096],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99962854,0.000023016073,0.00008263613,0.00007871684,0.000107922664,0.000079146084],"domain_scores_gemma":[0.9996425,0.000024727526,0.00005612658,0.00010022544,0.00013538124,0.00004102037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011344173,0.000044707413,0.00006915416,0.000023532315,0.000024376748,0.0000060135844,0.000079888036,0.000023157201,0.00002891787],"category_scores_gemma":[0.000033859327,0.000038943763,0.000016930126,0.00019990983,0.00006556882,0.00017188171,0.000005229084,0.00005384074,0.00018286856],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014882897,0.00013571244,0.30069464,0.00011145312,0.00006492934,0.0000069041207,0.005965378,0.0035458247,0.0011376207,0.005658158,0.15778068,0.5247499],"study_design_scores_gemma":[0.0013455809,0.0008755231,0.29311576,0.00016787075,0.00006944784,0.000015999365,0.001972888,0.13622136,0.11188248,0.34310743,0.11040208,0.00082357076],"about_ca_topic_score_codex":0.005052685,"about_ca_topic_score_gemma":0.0000044267695,"teacher_disagreement_score":0.5239263,"about_ca_system_score_codex":0.0000029307473,"about_ca_system_score_gemma":0.000054859647,"threshold_uncertainty_score":0.7638182},"labels":[],"label_agreement":null},{"id":"W1893022559","doi":"10.1111/j.1365-246x.2007.03586.x","title":"Teleseismic waveform modelling with a one-way wave equation","year":2007,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lithosphere; Geology; Subduction; Terrane; Mantle (geology); Seismic anisotropy; Seismometer; Geophysics; Anisotropy; Waveform; Seismology; Physics; Tectonics; Optics","score_opus":0.0349745492277131,"score_gpt":0.22600614754320597,"score_spread":0.19103159831549288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893022559","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42303294,0.000021125612,0.55191106,0.0012330705,0.00043889257,0.00005836191,0.00001284654,0.00006363731,0.023228096],"genre_scores_gemma":[0.97868586,0.000029143344,0.018659515,0.00128751,0.0007945356,2.4755593e-7,0.000057725225,0.000004628226,0.00048082555],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99871254,0.000019655425,0.00024085434,0.00015495923,0.0006060246,0.00026599562],"domain_scores_gemma":[0.9993539,0.00011792352,0.0001354438,0.0000781836,0.00017538032,0.00013915343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000442389,0.00011086248,0.000110977664,0.00015920856,0.00016606595,0.00016310872,0.00020881149,0.000043583517,0.00079076545],"category_scores_gemma":[0.00001509557,0.00008119041,0.00007347869,0.000119861,0.000065612134,0.00061745045,0.000010352233,0.00035657498,0.00020701354],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005027957,0.00014966853,0.007459618,0.0000074624354,0.00015825563,0.0001863345,0.0005025377,0.016892675,0.00033761837,0.0037741456,0.00267171,0.96735716],"study_design_scores_gemma":[0.00055433484,0.0002963922,0.02697954,0.00008990011,0.000021006386,0.00044630154,0.0002422054,0.9218107,0.002989847,0.021157235,0.02513377,0.00027878876],"about_ca_topic_score_codex":0.00068981183,"about_ca_topic_score_gemma":0.000011691014,"teacher_disagreement_score":0.9670784,"about_ca_system_score_codex":0.000028623741,"about_ca_system_score_gemma":0.00003905136,"threshold_uncertainty_score":0.8658327},"labels":[],"label_agreement":null},{"id":"W1898677984","doi":"10.1111/1365-2478.12105","title":"Perturbation methods for two special cases of the time‐lapse seismic inverse problem","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada); University of Calgary","funders":"","keywords":"Amplitude; Offset (computer science); Scattering; Regional geology; Perturbation (astronomy); Geology; Overburden; Inversion (geology); Inverse problem; Geodesy; Physics; Optics; Mathematical analysis; Hydrogeology; Seismology; Computer science; Mathematics; Metamorphic petrology","score_opus":0.014167579126877052,"score_gpt":0.26618371471713803,"score_spread":0.252016135590261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1898677984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89594704,0.000054621032,0.042667676,0.002609425,0.0014108145,0.0017267963,0.000052681014,0.00039955648,0.055131417],"genre_scores_gemma":[0.9408783,9.653627e-7,0.054963708,0.0010819848,0.0013507808,0.000005144221,0.000017377233,0.0000071019062,0.001694643],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991059,0.00013803881,0.00019324661,0.00022005851,0.00013498448,0.00020782511],"domain_scores_gemma":[0.99902356,0.0005380286,0.00015084099,0.00017828612,0.000067642555,0.00004166425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056088815,0.0001079137,0.00017283052,0.000033967895,0.00024991043,0.00003134529,0.00019124763,0.000034463195,0.00013963152],"category_scores_gemma":[0.00041326834,0.000072812014,0.000121040175,0.0001818074,0.00011050197,0.00014187176,0.000023506796,0.00013471824,0.000046120396],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009427267,0.000069756396,0.011439062,0.00011056181,0.000029356363,7.1591865e-7,0.0010502605,0.0014009003,0.005556623,0.0028344337,0.014544854,0.9628692],"study_design_scores_gemma":[0.0004244893,0.0002574262,0.0037763666,0.00005429058,0.000036566187,0.000011453521,0.00010130954,0.8418704,0.038837217,0.09679066,0.017629262,0.00021052313],"about_ca_topic_score_codex":0.0013172122,"about_ca_topic_score_gemma":0.000013526874,"teacher_disagreement_score":0.9626587,"about_ca_system_score_codex":0.000008243425,"about_ca_system_score_gemma":0.000026281996,"threshold_uncertainty_score":0.29691878},"labels":[],"label_agreement":null},{"id":"W1912184710","doi":"10.14288/1.0052450","title":"Seismic absorption estimation and compensation","year":2008,"lang":"en","type":"book","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Compensation (psychology); Estimation; Seismology; Absorption (acoustics); Geology; Computer science; Acoustics; Engineering; Physics; Psychology; Systems engineering","score_opus":0.00937765823676921,"score_gpt":0.1607445985887396,"score_spread":0.1513669403519704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912184710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8008729,0.0013128603,0.0052914633,0.00029784432,0.0004348778,0.0006568744,0.0010194479,0.00044637505,0.18966734],"genre_scores_gemma":[0.87260455,0.0018270068,0.0017714696,0.00018229413,0.000041804324,4.649492e-8,0.0011308753,0.000007634509,0.12243432],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99922025,0.00003322374,0.00010912007,0.00029098825,0.0002200913,0.0001262951],"domain_scores_gemma":[0.9994772,0.000041228526,0.00018820925,0.00014083249,0.000081885526,0.0000706153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011144254,0.000052258343,0.00022758135,0.00007574102,0.00022228132,0.000058811456,0.0001496919,0.00018965009,0.00029998875],"category_scores_gemma":[0.000008622471,0.00018600962,0.00006527223,0.00006349845,0.00044779218,0.00030055112,0.000019322648,0.0001691918,0.00008616169],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037608056,0.000005586156,0.0026914547,0.00006616524,0.000012583728,0.000027552036,0.000066422996,0.00008817651,6.702628e-7,6.922258e-7,0.09982764,0.8972093],"study_design_scores_gemma":[0.0003003913,0.00008103826,0.8793765,0.00030878175,0.00004375143,0.00019248298,0.00012855612,0.10008205,2.095169e-7,0.0020332953,0.017204834,0.00024815887],"about_ca_topic_score_codex":0.25813672,"about_ca_topic_score_gemma":0.045907,"teacher_disagreement_score":0.89696115,"about_ca_system_score_codex":0.00002380553,"about_ca_system_score_gemma":0.000113677896,"threshold_uncertainty_score":0.9715027},"labels":[],"label_agreement":null},{"id":"W1920129160","doi":"10.1111/j.1365-2478.2012.01103.x","title":"Convergence improvement and noise attenuation considerations for beyond alias projection onto convex sets reconstruction","year":2012,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Alias; Computer science; Convergence (economics); Algorithm; Projection (relational algebra); Noise (video); Masking (illustration); Synthetic data; Operator (biology); Convex optimization; Mathematical optimization; Regular polygon; Data mining; Mathematics; Artificial intelligence","score_opus":0.022086483433596014,"score_gpt":0.24437836290053194,"score_spread":0.22229187946693593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1920129160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99422103,0.00007861738,0.0021465633,0.0006609671,0.00085412123,0.00068262854,0.000027939892,0.000157005,0.0011711285],"genre_scores_gemma":[0.99133843,0.000009904028,0.007636803,0.00053616863,0.00030332187,0.00001840958,0.000031626758,0.0000040983105,0.0001212281],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917567,0.000026741764,0.00018855545,0.00022593269,0.00012431646,0.00025878494],"domain_scores_gemma":[0.99948096,0.00014971581,0.00011263291,0.00008807053,0.00008520674,0.0000833855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029684397,0.00010843526,0.00012329938,0.000045690405,0.00041899068,0.000063430096,0.000029882704,0.00004728681,0.00013596748],"category_scores_gemma":[0.0001379743,0.0000996777,0.000038139417,0.00008186786,0.000077018965,0.00058170676,0.000008633866,0.0001046682,0.000030136753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006344062,0.00008570929,0.5693277,0.00012675364,0.000044985307,5.58623e-7,0.002044239,0.000020476362,0.017737713,0.0023791115,0.003584317,0.404585],"study_design_scores_gemma":[0.001777881,0.0011750747,0.47246987,0.00011723857,0.00017199497,0.00017270097,0.003351091,0.2380704,0.17762387,0.10131151,0.0025984067,0.0011599717],"about_ca_topic_score_codex":0.0021447157,"about_ca_topic_score_gemma":0.0000417731,"teacher_disagreement_score":0.40342504,"about_ca_system_score_codex":0.000016907292,"about_ca_system_score_gemma":0.000024467356,"threshold_uncertainty_score":0.40647388},"labels":[],"label_agreement":null},{"id":"W1922005389","doi":"10.1190/geo2014-0467.1","title":"5D seismic data completion and denoising using a novel class of tensor decompositions","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Computing and Communication Foundations; University of Alberta; National Science Foundation","keywords":"Missing data; Singular value decomposition; Algorithm; Synthetic data; Interpolation (computer graphics); Tensor (intrinsic definition); Computer science; Low-rank approximation; Regularization (linguistics); Undersampling; Noise reduction; Mathematics; Data mining; Artificial intelligence; Statistics","score_opus":0.12883393695474377,"score_gpt":0.27770173855840674,"score_spread":0.14886780160366297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1922005389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599744,0.00011603532,0.03865676,0.00022682332,0.00010741128,0.00006634142,0.0002542945,0.000048104488,0.0005498058],"genre_scores_gemma":[0.9766943,0.000008300563,0.022393916,0.00053866784,0.00005862614,8.224772e-8,0.00028867446,0.0000026298449,0.000014823356],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944615,0.000022422955,0.00011680273,0.00015932096,0.0001366937,0.00011860372],"domain_scores_gemma":[0.9995275,0.000040817376,0.000068943664,0.00023874505,0.00006034741,0.00006364829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015230567,0.00006830198,0.00011370694,0.000045289642,0.0000876212,0.000028900193,0.00015746523,0.000026030286,0.0000134175025],"category_scores_gemma":[0.000016329206,0.0000637228,0.000014391322,0.000117519005,0.0000951771,0.0002773111,0.000039993814,0.00006614008,0.0000131272045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032519168,0.0005797439,0.42844924,0.00039290197,0.00026879908,0.000027965258,0.004467239,0.039699987,0.07116667,0.0021398542,0.057402305,0.3950801],"study_design_scores_gemma":[0.0002594573,0.000057377656,0.013918908,0.000044556364,0.00003321304,0.000035058958,0.00027513743,0.9754136,0.0010161811,0.0026753694,0.006140215,0.0001309323],"about_ca_topic_score_codex":0.006283081,"about_ca_topic_score_gemma":0.000014524992,"teacher_disagreement_score":0.9357136,"about_ca_system_score_codex":0.0000041877947,"about_ca_system_score_gemma":0.000043879532,"threshold_uncertainty_score":0.94981813},"labels":[],"label_agreement":null},{"id":"W1924985309","doi":"10.1111/j.1365-2478.2012.01089.x","title":"Two‐dimensional fast generalized Fourier interpolation of seismic records","year":2012,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Alias; Interpolation (computer graphics); Algorithm; Fourier transform; Discrete Fourier transform (general); Fast Fourier transform; Computer science; Wavenumber; Mathematics; Geology; Fourier analysis; Mathematical analysis; Optics; Fractional Fourier transform; Data mining; Physics; Artificial intelligence","score_opus":0.01363784553768804,"score_gpt":0.23594622165836854,"score_spread":0.2223083761206805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1924985309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98928696,0.0000861464,0.0008276525,0.00015996554,0.00048276514,0.00010168171,0.000010039761,0.00010693946,0.008937845],"genre_scores_gemma":[0.98683065,0.0000013332692,0.011801258,0.00047912222,0.00047470667,9.00658e-7,0.000030103522,0.0000044924836,0.00037741943],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909747,0.00005015006,0.000204577,0.00015589184,0.00021196423,0.00027994908],"domain_scores_gemma":[0.9995415,0.00007874068,0.000119717166,0.00013050642,0.00004547129,0.00008405322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027638135,0.00010451491,0.00016022201,0.000057390876,0.00011653397,0.000015936743,0.000094202114,0.000027523622,0.0005842254],"category_scores_gemma":[0.00004914624,0.00008740008,0.00007638605,0.00016109503,0.0000643688,0.00031766642,0.00002027555,0.00015627885,0.00014219122],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009270494,0.00010406731,0.7587131,0.000032217667,0.00003658623,0.0000017690005,0.0009500248,0.00093775836,0.0037977223,0.0008961947,0.0044138725,0.23002394],"study_design_scores_gemma":[0.00054237695,0.00013570904,0.15656228,0.00006603195,0.000027756663,0.00002029548,0.00017523699,0.81555426,0.016288856,0.008465091,0.0018316652,0.00033042056],"about_ca_topic_score_codex":0.005294887,"about_ca_topic_score_gemma":0.000007548572,"teacher_disagreement_score":0.8146165,"about_ca_system_score_codex":0.000006515152,"about_ca_system_score_gemma":0.000015782181,"threshold_uncertainty_score":0.800432},"labels":[],"label_agreement":null},{"id":"W1927735207","doi":"10.1111/j.1365-2478.2012.01132.x","title":"Measurement of the normal/tangential fracture compliance ratio (<i>Z</i><sub><i>N</i></sub>/<i>Z</i><sub><i>T</i></sub>) during hydraulic fracture stimulation using S‐wave splitting data","year":2013,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Fracture (geology); Microseism; Geology; Hydraulic fracturing; Tight gas; S-wave; Flow (mathematics); Mineralogy; Geometry; Geotechnical engineering; Seismology; Mathematics","score_opus":0.03427404585310115,"score_gpt":0.22813955880315828,"score_spread":0.19386551295005713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1927735207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99150425,0.0002942852,0.005450888,0.0007131545,0.00048630242,0.00095680176,0.000044878157,0.00023339051,0.0003160522],"genre_scores_gemma":[0.99604636,0.000019146628,0.0011413093,0.0018172099,0.00084681227,0.0000065978807,0.000087304375,0.00003002799,0.0000052267974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99615043,0.00019879482,0.0007416787,0.0008885447,0.0012534404,0.00076711236],"domain_scores_gemma":[0.99751216,0.00014045338,0.00074054237,0.0010788519,0.0003506034,0.00017741458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069171475,0.00045688116,0.00048675298,0.00009729149,0.0010275425,0.00025387786,0.00079584407,0.00018106616,0.00007078961],"category_scores_gemma":[0.0002622459,0.00036558224,0.00020264504,0.00059262925,0.0002166792,0.0013191241,0.00025705344,0.0009062186,0.00009550285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058910573,0.00011376226,0.034935754,0.00026459142,0.00009384767,0.000007979048,0.0005326033,0.018348837,0.9131954,0.000005959306,0.001840424,0.030601941],"study_design_scores_gemma":[0.00037192588,0.00004368592,0.15506116,0.00033080365,0.00006767618,0.00001996659,0.00011081481,0.23013794,0.6126933,0.0005954281,0.0001881319,0.00037915117],"about_ca_topic_score_codex":0.0028387557,"about_ca_topic_score_gemma":0.000058691345,"teacher_disagreement_score":0.30050206,"about_ca_system_score_codex":0.00007204252,"about_ca_system_score_gemma":0.000121630124,"threshold_uncertainty_score":0.9998796},"labels":[],"label_agreement":null},{"id":"W1928784500","doi":"10.1111/j.1365-2478.2012.01075.x","title":"Randomized marine acquisition with compressive sampling matrices","year":2012,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Compressed sensing; Computer science; Dither; Data acquisition; Sampling (signal processing); Fourier transform; Algorithm; Matrix (chemical analysis); Mathematics; Computer vision; Materials science; Bandwidth (computing); Telecommunications","score_opus":0.013863159890836573,"score_gpt":0.23224485544815074,"score_spread":0.21838169555731415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928784500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749542,0.00030392376,0.0042247516,0.00024152653,0.00020342993,0.0003473182,0.0000054600655,0.00035123664,0.019368192],"genre_scores_gemma":[0.9893383,0.000012934745,0.009605942,0.00040071033,0.0004837478,0.0000037749135,0.000037910802,0.000004650434,0.00011206715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990662,0.00006725421,0.00015315003,0.0001714482,0.00020683158,0.00033512298],"domain_scores_gemma":[0.9993361,0.00030036183,0.000119895034,0.00011159158,0.00003947903,0.00009254435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003584673,0.00012394237,0.00025970925,0.000048205144,0.00021151481,0.000052524683,0.00009770879,0.000030298272,0.00045824063],"category_scores_gemma":[0.00004095984,0.00008300934,0.00006578894,0.0001699159,0.000106312524,0.0004105308,0.00002179932,0.00016675847,0.00017045965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016493095,0.00020612117,0.6381819,0.00014098574,0.00017054641,0.000013116167,0.0019730236,0.00062879175,0.0004363178,0.0035803372,0.001201792,0.33697394],"study_design_scores_gemma":[0.09792237,0.00057043333,0.664095,0.00045025392,0.00039322607,0.00020046353,0.0017858428,0.16363807,0.019563515,0.045452174,0.003834078,0.0020945743],"about_ca_topic_score_codex":0.0028828806,"about_ca_topic_score_gemma":0.0000033714664,"teacher_disagreement_score":0.33487937,"about_ca_system_score_codex":0.000005719751,"about_ca_system_score_gemma":0.000007758594,"threshold_uncertainty_score":0.50174135},"labels":[],"label_agreement":null},{"id":"W1929736935","doi":"10.1111/1365-2478.12113","title":"Dimensionality‐reduced estimation of primaries by sparse inversion","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curse of dimensionality; Matrix decomposition; Inversion (geology); Regional geology; Computer science; Algorithm; Environmental geology; Dimensionality reduction; Sparse matrix; Matrix (chemical analysis); Factorization; Interpolation (computer graphics); Mathematical optimization; Mathematics; Artificial intelligence; Geology; Physics","score_opus":0.008188083122576833,"score_gpt":0.2068751388913133,"score_spread":0.19868705576873646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1929736935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931052,0.000028577644,0.0017467467,0.00042860545,0.0001372065,0.00009676043,0.0000087051,0.00012767717,0.0043205204],"genre_scores_gemma":[0.99491507,0.0000019421063,0.0043865237,0.00042954518,0.000058512447,5.0683906e-7,0.000063100364,0.0000028245179,0.00014199388],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918336,0.00004973204,0.00017306616,0.00019710038,0.00023102222,0.00016569329],"domain_scores_gemma":[0.9995085,0.00015019182,0.00011306839,0.00013360986,0.000039797444,0.000054858745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024156424,0.00009137689,0.00015323305,0.00003429085,0.00014794993,0.000022839318,0.00010150907,0.000036957274,0.00012128727],"category_scores_gemma":[0.00017708358,0.000077524535,0.000047084828,0.00014221006,0.0001105678,0.00019723983,0.000018083916,0.0001152911,0.000084470936],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012657035,0.00019026053,0.09567397,0.00018393919,0.00003690761,0.0000017635546,0.00086370483,0.003227587,0.028337924,0.004067077,0.03895953,0.82833076],"study_design_scores_gemma":[0.00037617248,0.00029855262,0.060737714,0.00008604366,0.00002338897,0.0000033342008,0.00011715442,0.741856,0.1543597,0.03848899,0.0033415165,0.00031146684],"about_ca_topic_score_codex":0.0026637746,"about_ca_topic_score_gemma":0.000002457497,"teacher_disagreement_score":0.8280193,"about_ca_system_score_codex":0.0000055967057,"about_ca_system_score_gemma":0.000014633622,"threshold_uncertainty_score":0.4026848},"labels":[],"label_agreement":null},{"id":"W1930401817","doi":"10.1002/jgrb.50100","title":"Waveform tomography in 2.5D: Parameterization for crooked‐line acquisition geometry","year":2013,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Waveform; Tomography; Geology; Inversion (geology); Attenuation; Seismology; Seismic tomography; Refraction; Reflection (computer programming); Acoustics; Geometry; Geodesy; Computer science; Optics; Physics; Telecommunications; Mathematics","score_opus":0.039930106022840806,"score_gpt":0.3155376699763248,"score_spread":0.275607563953484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1930401817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525344,0.00010775478,0.0023738986,0.00119524,0.00014483473,0.00031544382,0.000016639253,0.000017060596,0.0005757005],"genre_scores_gemma":[0.9948648,0.00012353178,0.0040389895,0.00042281425,0.0003448523,0.000003667656,0.000029889396,0.0000048783795,0.00016652574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981549,0.00014026035,0.0003975685,0.00015737962,0.00068320084,0.00046670486],"domain_scores_gemma":[0.9985323,0.0004616007,0.00013836256,0.00013636658,0.00053386315,0.00019752953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012270609,0.00010306517,0.00025839655,0.0007405778,0.00012955413,0.00014544636,0.00026264865,0.000073838426,0.00054869114],"category_scores_gemma":[0.0002984284,0.00007632153,0.00015313776,0.00077297183,0.00015024963,0.0007408032,0.000017467266,0.00045364088,0.000121203855],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007938975,0.00052194385,0.065904506,0.00021026678,0.000092248985,0.000050054085,0.000557583,0.0011314143,0.0108839525,0.0003674741,0.025103303,0.8943834],"study_design_scores_gemma":[0.0014920228,0.004647592,0.6306673,0.00029309804,0.00001422862,0.000036047026,0.00047523133,0.25147378,0.026590336,0.07554147,0.0084314365,0.00033744535],"about_ca_topic_score_codex":0.0018195901,"about_ca_topic_score_gemma":0.000015182181,"teacher_disagreement_score":0.8940459,"about_ca_system_score_codex":0.000010690815,"about_ca_system_score_gemma":0.000081635946,"threshold_uncertainty_score":0.60077834},"labels":[],"label_agreement":null},{"id":"W1930933475","doi":"10.3968/j.aped.1925543820130601.1658","title":"The Research of Reverse-Time Migration for Cross-Hole Seismic","year":2013,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Seismic migration; Extrapolation; Cross-correlation; Geology; Dispersion (optics); Geophysical imaging; Seismology; Seismic wave; Field (mathematics); Physics; Optics; Mathematical analysis; Mathematics","score_opus":0.037345870162033036,"score_gpt":0.3076185138183524,"score_spread":0.27027264365631937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1930933475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80925924,0.015911378,0.12856697,0.023994941,0.0016419004,0.0032170878,0.000047476038,0.00030617873,0.017054856],"genre_scores_gemma":[0.98241884,0.0027981924,0.01195585,0.000419096,0.000031195297,0.00007677464,0.00008537359,0.000003894595,0.002210818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991382,0.000060567363,0.00025319532,0.00015646259,0.00020787427,0.00018373139],"domain_scores_gemma":[0.9994388,0.00023029263,0.000067690205,0.00009281128,0.00013576071,0.000034619283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080081256,0.000066387816,0.00008549115,0.0001095853,0.00029152137,0.00008037617,0.0001075907,0.000030253734,0.00007193931],"category_scores_gemma":[0.00008385447,0.00004653581,0.0000128218735,0.00012716206,0.00014130518,0.0009148966,0.000010784409,0.00007610014,0.000077763056],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009989849,0.000025347199,0.03965942,0.000052831718,0.0000072738176,4.4436638e-7,0.0016671845,0.009781243,0.00019782568,0.00022580747,0.0197796,0.9285031],"study_design_scores_gemma":[0.000338876,0.000109675566,0.0073392987,0.00003937397,8.6730705e-7,8.8643975e-7,0.0015329575,0.24789043,0.00703557,0.008551321,0.72704357,0.000117171636],"about_ca_topic_score_codex":0.00029423737,"about_ca_topic_score_gemma":0.00014333319,"teacher_disagreement_score":0.928386,"about_ca_system_score_codex":0.000010978454,"about_ca_system_score_gemma":0.000056603465,"threshold_uncertainty_score":0.22421761},"labels":[],"label_agreement":null},{"id":"W1939594272","doi":"","title":"3D frequency-domain finite-difference modeling of acoustic wave propagation","year":2006,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Discretization; Acoustic wave equation; Mathematical analysis; Frequency domain; Wave equation; Finite difference; Wave propagation; Coordinate system; Finite difference method; Mathematics; Geometry; Physics; Optics","score_opus":0.01880891187947107,"score_gpt":0.20357859557095412,"score_spread":0.18476968369148306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1939594272","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16149193,0.00083041633,0.7645249,0.0018786538,0.0002221277,0.00042040268,0.0002080377,0.00029352301,0.07013003],"genre_scores_gemma":[0.8457431,0.00018732574,0.1516164,0.000113845774,0.000019869407,0.000007656641,0.0012158356,0.000012366106,0.0010835805],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9959579,0.002042755,0.0005984076,0.00060295494,0.00048254625,0.00031543852],"domain_scores_gemma":[0.99629676,0.0008138034,0.00050563295,0.0011424086,0.0011350599,0.00010634896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029380545,0.00029317217,0.00036103936,0.00024708576,0.00023716092,0.00016427951,0.00077224715,0.0002636588,0.0002946599],"category_scores_gemma":[0.00073046575,0.00028659246,0.0001471376,0.00027274145,0.00023808604,0.00012575867,0.00019809879,0.000572487,0.000025555886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106438056,0.0014108918,0.09469341,0.0028948903,0.0003189223,0.000058714624,0.025378207,0.15485853,0.0088547645,0.02242265,0.0058643837,0.6831382],"study_design_scores_gemma":[0.00016240175,7.4777023e-7,0.0026586724,0.0011089094,0.000031309333,0.000004799867,0.00006910751,0.96219105,0.005754386,0.027454386,0.000249428,0.00031482015],"about_ca_topic_score_codex":0.024170527,"about_ca_topic_score_gemma":0.0017880743,"teacher_disagreement_score":0.8073325,"about_ca_system_score_codex":0.000029651488,"about_ca_system_score_gemma":0.00028838706,"threshold_uncertainty_score":0.99995863},"labels":[],"label_agreement":null},{"id":"W1944250284","doi":"10.1111/1365-2478.12171","title":"An overview of laboratory apparatuses to measure seismic attenuation in reservoir rocks","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Attenuation; Geology; Economic geology; Oscillation (cell signaling); Anelastic attenuation factor; Measure (data warehouse); Regional geology; Permeability (electromagnetism); Igneous petrology; Seismic wave; Hydrogeology; Acoustics; Engineering geology; Geophysics; Seismology; Geotechnical engineering; Metamorphic petrology; Computer science; Optics; Volcanism; Physics","score_opus":0.0318677081346262,"score_gpt":0.2725583098835008,"score_spread":0.24069060174887463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1944250284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996734,0.00013237612,0.0010307648,0.00034508682,0.00008706246,0.000167119,0.000010066159,0.000100298515,0.0013931778],"genre_scores_gemma":[0.9979117,0.0000057249417,0.0009183224,0.0009835284,0.00013357996,0.0000021765866,0.000013338122,0.0000043163386,0.000027320792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896014,0.00012466923,0.00020316389,0.00025758066,0.00024279075,0.00021168722],"domain_scores_gemma":[0.9994525,0.00008296801,0.00007769447,0.00022139159,0.00008491717,0.00008058404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053649605,0.00010002555,0.0001891864,0.00009127975,0.00007886834,0.00002893437,0.00018327535,0.00004474187,0.000044223805],"category_scores_gemma":[0.00017451632,0.00008976954,0.000031712083,0.0004736206,0.000030529547,0.00026343943,0.00001261827,0.00016656124,0.00008738814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009940488,0.00015074707,0.794552,0.00016185372,0.000011642753,0.0000036286895,0.0017468248,0.016369618,0.008685089,0.00046024393,0.0027218456,0.17503707],"study_design_scores_gemma":[0.00052282144,0.00078583136,0.59293544,0.00040455526,0.000015393953,0.0000021865133,0.0005468523,0.34635928,0.0389419,0.012908066,0.0060425834,0.0005350874],"about_ca_topic_score_codex":0.00554501,"about_ca_topic_score_gemma":0.00015435049,"teacher_disagreement_score":0.32998967,"about_ca_system_score_codex":0.000008803641,"about_ca_system_score_gemma":0.00002813575,"threshold_uncertainty_score":0.8382433},"labels":[],"label_agreement":null},{"id":"W1959728579","doi":"10.1111/j.1365-246x.2011.04964.x","title":"Inversion of first-arrival seismic traveltimes without rays, implemented on unstructured grids","year":2011,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Ray tracing (physics); Discretization; Algorithm; Geology; Computer science; Seismology; Mathematical analysis; Mathematics; Physics; Optics; Tectonics","score_opus":0.019897552813571157,"score_gpt":0.23215076841795906,"score_spread":0.2122532156043879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959728579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847306,0.000017929828,0.001530135,0.0010170067,0.0012504165,0.000081810904,0.00009503082,0.00005157495,0.011225478],"genre_scores_gemma":[0.99637294,0.000033357308,0.0020611552,0.00095663517,0.00030319035,3.2269472e-7,0.000054299842,0.000004499656,0.00021358176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987926,0.000051918483,0.00029829328,0.00017015566,0.00048427514,0.0002027896],"domain_scores_gemma":[0.9993847,0.00005111961,0.00020411205,0.00010974811,0.00012507294,0.00012523294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015974749,0.0001396376,0.00017167654,0.00017466256,0.00014016636,0.0000331614,0.00042265814,0.000049389935,0.003937382],"category_scores_gemma":[0.000032981137,0.00010627576,0.00014432498,0.00009704721,0.00012624483,0.00024499185,0.000020972984,0.0002882964,0.00009919768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021144338,0.00045781874,0.5481283,0.000037401816,0.0006232711,0.00013351657,0.0033425714,0.0007877239,0.0015345536,0.0016899011,0.12086948,0.320281],"study_design_scores_gemma":[0.0029580824,0.0017396021,0.56313145,0.00028331284,0.000087867775,0.0003546243,0.000789572,0.2758252,0.061982058,0.04874504,0.043391686,0.00071150163],"about_ca_topic_score_codex":0.0014339514,"about_ca_topic_score_gemma":0.0000103896,"teacher_disagreement_score":0.3195695,"about_ca_system_score_codex":0.000014795291,"about_ca_system_score_gemma":0.000036649508,"threshold_uncertainty_score":0.99697316},"labels":[],"label_agreement":null},{"id":"W1963608744","doi":"10.1029/2008gl035263","title":"Neural network analysis of crosshole tomographic images: The seismic signature of gas hydrate bearing sediments in the Mackenzie Delta (NW Canada)","year":2008,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"Bundesministerium für Bildung und Forschung","keywords":"Geology; Attenuation; Anisotropy; Clathrate hydrate; Mineralogy; Seismic attribute; Seismology; Tomography; Hydrate","score_opus":0.022791317100994773,"score_gpt":0.2596457728857986,"score_spread":0.23685445578480382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963608744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99100727,0.00019687603,0.000027408996,0.008263365,0.000051653817,0.00016987209,0.000078803656,0.00001102395,0.00019373972],"genre_scores_gemma":[0.99378604,0.000039450468,0.000046198216,0.0059401435,0.00007232585,0.0000030165115,0.00008999534,0.0000034534191,0.000019395728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724793,0.0004942811,0.00024793684,0.00024739752,0.0011909342,0.0005715095],"domain_scores_gemma":[0.9985858,0.0007996522,0.00007945207,0.00038418436,0.00008249574,0.000068384456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009734549,0.00012000695,0.00024674248,0.00023443707,0.0003304415,0.00003463366,0.00079249026,0.00003916925,0.00005362426],"category_scores_gemma":[0.000071962306,0.00007113516,0.00014382537,0.0027579241,0.00074342976,0.00012028245,0.000049997787,0.00071143516,0.0000022734828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028210264,0.000114309056,0.4394301,0.00005326121,0.0005659201,0.00031347512,0.002550479,0.1670991,0.0036812401,0.000031784915,0.37466684,0.0112113785],"study_design_scores_gemma":[0.00022098828,0.0001171907,0.72773725,0.000031125237,0.00007263205,0.0000045111883,0.0004851129,0.26627213,0.0026754385,0.00031650832,0.0019008934,0.00016622152],"about_ca_topic_score_codex":0.7217093,"about_ca_topic_score_gemma":0.029895054,"teacher_disagreement_score":0.6918143,"about_ca_system_score_codex":0.000012252211,"about_ca_system_score_gemma":0.00012261014,"threshold_uncertainty_score":0.98780686},"labels":[],"label_agreement":null},{"id":"W1963758511","doi":"10.1016/j.cageo.2012.04.012","title":"Spectral decomposition aids AVO analysis in reservoir characterization: A case study of Blackfoot field, Alberta, Canada","year":2012,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Oil shale; Lithology; Reservoir modeling; Channel (broadcasting); Inversion (geology); Mineralogy; Anticline; Petrology; Oil field; Seismology; Geomorphology; Petroleum engineering; Paleontology","score_opus":0.011906315640765493,"score_gpt":0.23660927079355396,"score_spread":0.22470295515278846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963758511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973574,0.000028674205,0.0016334701,0.00024531133,0.00039212592,0.00012638536,0.0000075937946,0.00001730221,0.00019169209],"genre_scores_gemma":[0.99855214,0.0000028212544,0.0008736926,0.00048397397,0.000042300533,8.758638e-7,0.000024736823,9.892427e-7,0.000018458437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889064,0.000119766686,0.00024847046,0.00021230543,0.00025983131,0.00026900458],"domain_scores_gemma":[0.9994204,0.00017542783,0.000102337275,0.00017077458,0.000029180736,0.00010189754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033352655,0.000097390686,0.0001885026,0.0002878271,0.00013385463,0.00004582936,0.00026494046,0.000025500489,0.0001695567],"category_scores_gemma":[0.00001729228,0.00008309784,0.000039026883,0.0010626361,0.000059323294,0.0003673179,0.000029241386,0.00008682402,0.000001787817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069911493,0.00006034052,0.98910654,0.00000382561,0.00001710647,0.00005365111,0.0017390003,0.0021536504,0.000013095684,0.0000037466036,0.000108375345,0.0067336694],"study_design_scores_gemma":[0.00014969222,0.0002996379,0.7626216,0.000011234476,0.000042580636,0.00006973038,0.0031917812,0.23283613,0.00045694268,0.000019550356,0.00015718048,0.00014397503],"about_ca_topic_score_codex":0.9552645,"about_ca_topic_score_gemma":0.77007216,"teacher_disagreement_score":0.23068248,"about_ca_system_score_codex":0.0000130804365,"about_ca_system_score_gemma":0.00008544066,"threshold_uncertainty_score":0.33886313},"labels":[],"label_agreement":null},{"id":"W1963915844","doi":"10.1190/1.2821941","title":"Improving AVO fidelity by NMO stretching and offset-dependent tuning corrections","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Offset (computer science); Fidelity; High fidelity; Materials science; Geology; Computer science; Physics; Acoustics; Telecommunications","score_opus":0.013223942287297012,"score_gpt":0.23149671132726735,"score_spread":0.21827276903997034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963915844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96324027,0.00075844704,0.014092005,0.0007982676,0.0007651446,0.00012897112,0.0000231885,0.0003107722,0.019882955],"genre_scores_gemma":[0.99691623,0.00003244223,0.0004346537,0.0011335721,0.000114538474,2.9541903e-7,0.000017144845,0.0000032955966,0.0013478036],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992204,0.000050137696,0.00015249498,0.00017939945,0.0001347592,0.0002628432],"domain_scores_gemma":[0.9994312,0.00025944877,0.00006623919,0.00015077752,0.000018864092,0.00007347605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154105,0.00009491556,0.00009395719,0.00005996119,0.0005002295,0.00008657424,0.00015635266,0.000044314922,0.00009564911],"category_scores_gemma":[0.00007956699,0.000068837755,0.000026690566,0.00010635232,0.000087970606,0.0001818902,0.000021260694,0.00028495106,0.00006549742],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016107973,0.000008645472,0.08829533,0.000016172025,0.000012124059,0.0000050766594,0.0012399676,0.000056038807,0.0027459736,0.000047033518,0.05656137,0.85099614],"study_design_scores_gemma":[0.0009463183,0.00035965157,0.06320802,0.00023024775,0.00013666727,0.0002598887,0.009906398,0.67613983,0.057221886,0.0035222718,0.18670349,0.0013653022],"about_ca_topic_score_codex":0.0082405675,"about_ca_topic_score_gemma":0.00021678858,"teacher_disagreement_score":0.84963083,"about_ca_system_score_codex":0.000011332389,"about_ca_system_score_gemma":0.000014716819,"threshold_uncertainty_score":0.9983636},"labels":[],"label_agreement":null},{"id":"W1964085296","doi":"10.1190/1.2369910","title":"Seismic attenuation (Q) estimation from VSP data and Q <sub>P</sub> versus V <sub>P</sub>/V <sub>S</sub>","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Amplitude; Casing; Offset (computer science); Geology; Anelastic attenuation factor; Seismic vibrator; Seismology; Seismic wave; Geodesy; Physics; Optics; Geophysics; Computer science","score_opus":0.02082497771551684,"score_gpt":0.22391743781804102,"score_spread":0.20309246010252419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964085296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97393924,0.00047557283,0.019343851,0.0015171048,0.00080153294,0.000416825,0.0006101513,0.0006581491,0.0022375695],"genre_scores_gemma":[0.98674035,0.0004734165,0.003111256,0.0015718234,0.00036874553,0.000005700924,0.007671406,0.000024969546,0.00003230382],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996801,0.00018712829,0.00062318274,0.0010614377,0.0006898637,0.000637357],"domain_scores_gemma":[0.99797064,0.0004466597,0.00029296806,0.0009475266,0.000116177915,0.00022599996],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069143163,0.00046210992,0.0004048001,0.0003039231,0.00045922206,0.0003310517,0.000616759,0.000272815,0.00012172618],"category_scores_gemma":[0.00015931675,0.00043636476,0.00008892998,0.00044947903,0.00025515497,0.0016434162,0.00012971963,0.0003747102,0.00089950673],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027270554,0.000082125924,0.015223119,0.000048849244,0.00007020221,0.000026519123,0.00016632304,0.0032703103,0.10433165,0.00004575668,0.17406097,0.70240146],"study_design_scores_gemma":[0.00091581437,0.00013504447,0.029990464,0.0000607575,0.00009542187,0.00001686668,0.00012237996,0.52074474,0.44257614,0.0020779374,0.0027553702,0.0005090648],"about_ca_topic_score_codex":0.007273412,"about_ca_topic_score_gemma":0.0008924147,"teacher_disagreement_score":0.7018924,"about_ca_system_score_codex":0.000039076676,"about_ca_system_score_gemma":0.00012532473,"threshold_uncertainty_score":0.9998784},"labels":[],"label_agreement":null},{"id":"W1964114397","doi":"10.1190/1.1599698","title":"4D seismic monitoring of CO2 flood in a thin fractured carbonate reservoir","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada)","funders":"Petroleum Technology Research Centre","keywords":"Carbonate; Geology; Flood myth; Petroleum engineering; Seismology; Chemistry; Geography; Archaeology","score_opus":0.02279651705241232,"score_gpt":0.24398376028120958,"score_spread":0.22118724322879726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964114397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786697,0.0012258264,0.00011886982,0.00058809743,0.00044943433,0.00009817613,0.000005099929,0.00007057549,0.018774223],"genre_scores_gemma":[0.9981547,0.000051791354,0.0007973566,0.00032264623,0.000054145843,8.36898e-7,0.0000028842408,0.0000042020974,0.0006114145],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991486,0.0001481786,0.0001709338,0.00014411933,0.00016070285,0.00022743676],"domain_scores_gemma":[0.9994858,0.00017143037,0.000066573506,0.00022718268,0.000019381952,0.000029612867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007006824,0.00009532924,0.00014958801,0.00010024054,0.000100126446,0.000028697346,0.0002660459,0.000055607306,0.00008179616],"category_scores_gemma":[0.000118832446,0.00006586238,0.00003988718,0.00024442942,0.000091941365,0.00010765735,0.0000069380767,0.0002629988,0.0000501832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072560244,0.000044657405,0.93877953,0.000073030424,0.000039981256,0.000027815837,0.009684345,0.02133668,0.001980266,0.00040298753,0.012777909,0.0147802215],"study_design_scores_gemma":[0.001702885,0.00033267058,0.18037982,0.000767548,0.00007020112,0.00007199788,0.0038965666,0.17381427,0.37819144,0.036879078,0.22284602,0.0010474952],"about_ca_topic_score_codex":0.003296244,"about_ca_topic_score_gemma":0.000033265118,"teacher_disagreement_score":0.7583997,"about_ca_system_score_codex":0.000008467203,"about_ca_system_score_gemma":0.000040470306,"threshold_uncertainty_score":0.4982957},"labels":[],"label_agreement":null},{"id":"W1964273686","doi":"10.1190/1.2793099","title":"Waveform tomography of marine seismic data: What can limited offset offer?","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Offset (computer science); Tomography; Waveform; Geology; Seismology; Computer science; Telecommunications; Physics; Optics","score_opus":0.022943404733524464,"score_gpt":0.22918192723557956,"score_spread":0.2062385225020551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964273686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9164923,0.00071002415,0.0031731776,0.0029628822,0.00092797884,0.0003151282,0.0002643759,0.00046349326,0.07469066],"genre_scores_gemma":[0.98919874,0.0004922162,0.0034762262,0.0050900965,0.000052640185,1.2373553e-7,0.0010431174,0.0000033432138,0.0006434727],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99895036,0.000018937259,0.00026254816,0.00024747752,0.00024024746,0.00028045062],"domain_scores_gemma":[0.9991529,0.000089112174,0.00008013582,0.00051915296,0.00005008995,0.00010860131],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006081676,0.00011771872,0.00016184145,0.00025380385,0.00006547499,0.000047847985,0.00045722758,0.000061251725,0.0015183927],"category_scores_gemma":[0.000018571844,0.00008807116,0.00004903628,0.00039993046,0.00011482499,0.0006266685,0.00006185983,0.0001169462,0.00003569451],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038346938,0.000020859463,0.13577832,0.00001853189,0.000020548548,0.00000885294,0.00008883725,0.000009997339,0.000031055606,0.000027353452,0.032210644,0.83174664],"study_design_scores_gemma":[0.00089111767,0.00055592554,0.3641667,0.00016295367,0.00006799155,0.000093327624,0.0037821862,0.2452996,0.04330858,0.0027189972,0.3381693,0.0007833197],"about_ca_topic_score_codex":0.02306578,"about_ca_topic_score_gemma":0.0011281493,"teacher_disagreement_score":0.8309633,"about_ca_system_score_codex":0.000003259388,"about_ca_system_score_gemma":0.00002892764,"threshold_uncertainty_score":0.99939436},"labels":[],"label_agreement":null},{"id":"W1964431902","doi":"10.1190/int-2014-0199.1","title":"Estimating subsurface uncertainties by combining seismic interpretation with earth modeling","year":2015,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; BP (Canada)","funders":"","keywords":"Geology; Earth model; Interpretation (philosophy); Seismic to simulation; Earth (classical element); Stratigraphy; Geophysics; Computer science; Seismology; Seismic inversion; Tectonics","score_opus":0.016732690109793287,"score_gpt":0.23227003088201179,"score_spread":0.2155373407722185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964431902","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44469374,0.00018052351,0.5503858,0.00022482596,0.00025359582,0.00010110172,0.000009143289,0.00021749234,0.003933839],"genre_scores_gemma":[0.97510165,0.0000034954478,0.023563856,0.00093338557,0.000024645466,0.0000023930406,0.00018983975,0.000007982185,0.00017275302],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989173,0.00009173532,0.00024041676,0.0002510199,0.00028963847,0.00020988716],"domain_scores_gemma":[0.9994289,0.00007669307,0.00011860298,0.00013369534,0.00014366982,0.00009840682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003655499,0.00015199829,0.00015095033,0.00010145583,0.000103417864,0.00014568286,0.00015507596,0.000050305967,0.000062903615],"category_scores_gemma":[0.0000960829,0.00012708461,0.000030611205,0.00015700301,0.000063821,0.00071956415,0.000009307243,0.00016238762,0.000089514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018511874,0.000008297531,0.0067924825,0.000016182046,0.00001843055,0.000002551083,0.0053221965,0.9063549,0.000059142243,0.000009399367,0.002744271,0.078487],"study_design_scores_gemma":[0.00024291483,0.00022196081,0.000054145974,0.0001637827,0.000014733157,0.000014124448,0.0018694556,0.99510753,0.0008101179,0.0010446325,0.0002803372,0.00017626034],"about_ca_topic_score_codex":0.004054296,"about_ca_topic_score_gemma":0.00005656726,"teacher_disagreement_score":0.5304079,"about_ca_system_score_codex":0.000016145517,"about_ca_system_score_gemma":0.00006069859,"threshold_uncertainty_score":0.61289096},"labels":[],"label_agreement":null},{"id":"W1964458532","doi":"10.1190/segam2012-1432.1","title":"Full waveform inversion with simultaneous sources using the full Newton Method","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Waveform; Computer science; Newton's method; Geology; Physics; Telecommunications; Seismology; Nonlinear system","score_opus":0.021130483931224214,"score_gpt":0.24363111709486476,"score_spread":0.22250063316364055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964458532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8959136,0.00042171913,0.07499118,0.0018834732,0.00035514688,0.00025774533,0.000007462629,0.00035912226,0.025810568],"genre_scores_gemma":[0.9465318,0.000022914945,0.04896757,0.0030840803,0.00015888036,2.8024584e-7,0.000015601312,0.000005112398,0.0012137897],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990016,0.00008657113,0.00012381663,0.00015589132,0.00025600847,0.00037606427],"domain_scores_gemma":[0.9992957,0.00026945808,0.000068747875,0.000205663,0.000033718392,0.00012670079],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047464707,0.00013882325,0.00011800524,0.00006640752,0.00032976756,0.000056752466,0.00021368625,0.00005557121,0.0019171791],"category_scores_gemma":[0.000027764248,0.00006780266,0.000043165375,0.00019332264,0.00009926421,0.00035329678,0.000018766432,0.00015346939,0.00017327839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009994041,0.00009932984,0.14751576,0.000069027905,0.00012424668,0.000034621036,0.0060654166,0.022855096,0.0032552476,0.0003007562,0.03518612,0.783495],"study_design_scores_gemma":[0.00018129681,0.00030884225,0.00034155516,0.000021866183,0.00004085191,0.00021734147,0.002760967,0.83721405,0.012114844,0.00017464103,0.14636305,0.0002606725],"about_ca_topic_score_codex":0.009077875,"about_ca_topic_score_gemma":0.0001026383,"teacher_disagreement_score":0.814359,"about_ca_system_score_codex":0.00000841194,"about_ca_system_score_gemma":0.000024712397,"threshold_uncertainty_score":0.9989952},"labels":[],"label_agreement":null},{"id":"W1965048026","doi":"10.1046/j.1365-2478.2003.00361.x","title":"VSP traveltime inversion for anisotropy in a buried layer","year":2003,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Memorial University of Newfoundland","funders":"","keywords":"Anisotropy; Isotropy; Geology; Normal moveout; Overburden; Geometry; Geophysics; Inversion (geology); Point source; Mathematical analysis; Computational physics; Optics; Physics; Mathematics; Seismology","score_opus":0.017652168282418237,"score_gpt":0.23184516220641363,"score_spread":0.21419299392399538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965048026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858578,0.000049699556,0.0018609862,0.00044978343,0.00022615396,0.00043062962,0.000016470603,0.00018273742,0.010925742],"genre_scores_gemma":[0.9903009,0.0000027700487,0.008645484,0.0006182334,0.000105189036,0.0000037441303,0.00001798026,0.000004894653,0.0003007918],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990728,0.00003991213,0.00015754801,0.00027413125,0.00013337277,0.000322243],"domain_scores_gemma":[0.99962664,0.000117710624,0.000050356655,0.00011492053,0.000026122427,0.00006423464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024696992,0.000112063586,0.00015580727,0.00006525189,0.00015141396,0.000037124446,0.00010080243,0.000050568222,0.0001833127],"category_scores_gemma":[0.00013414919,0.000098754324,0.00006814805,0.00022197106,0.000043230015,0.00016560107,0.0000057417474,0.00015631388,0.00007760656],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006049663,0.00060788926,0.6339464,0.00030595186,0.00007730976,0.000081092425,0.005081064,0.00094641914,0.02215876,0.028692545,0.04314794,0.26434967],"study_design_scores_gemma":[0.0043888185,0.0013245402,0.13410331,0.000198952,0.000046771285,0.000029575014,0.0015567942,0.35652113,0.18309468,0.24528277,0.07191472,0.0015379376],"about_ca_topic_score_codex":0.0018292861,"about_ca_topic_score_gemma":0.0000200267,"teacher_disagreement_score":0.49984306,"about_ca_system_score_codex":0.000011735291,"about_ca_system_score_gemma":0.00002652514,"threshold_uncertainty_score":0.40270844},"labels":[],"label_agreement":null},{"id":"W1965118715","doi":"10.1190/tle32010014.1","title":"The signature of shear-wave splitting: Theory and observations on heavy oil data","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shear wave splitting; Azimuth; Shear (geology); Transverse plane; Shear stress; Geology; Thermal; Context (archaeology); Mechanics; Physics; Seismology; Geotechnical engineering; Engineering; Structural engineering; Optics; Petrology; Meteorology","score_opus":0.0791043621882361,"score_gpt":0.2665132200488695,"score_spread":0.1874088578606334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965118715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8707974,0.013115594,0.0006751931,0.029879035,0.0019839092,0.00027568504,0.00022398775,0.00031316362,0.08273606],"genre_scores_gemma":[0.9927631,0.00021911449,0.0004251109,0.002959814,0.00018473221,4.2095826e-7,0.00003979156,0.0000032048706,0.0034046867],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993328,0.0001599298,0.00010107398,0.00010458476,0.0001160845,0.000185562],"domain_scores_gemma":[0.9982362,0.0012117919,0.00005505674,0.00044288186,0.000015360147,0.000038701288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019100709,0.00006731406,0.00007430465,0.000021290823,0.00034508432,0.00003381186,0.0003317865,0.000035569577,0.000043731925],"category_scores_gemma":[0.00025510488,0.000033831835,0.000017188688,0.000097774515,0.00019077987,0.00017169413,0.00003821428,0.00019460495,0.00004060812],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121176665,0.000029095574,0.028195916,0.00003649567,0.000041731342,9.273499e-7,0.0037893956,0.000024521447,0.00037784642,0.02208618,0.3461471,0.5991496],"study_design_scores_gemma":[0.00019401715,0.00011274244,0.07060585,0.00015375549,0.000057508056,0.000025293502,0.0019304835,0.013545174,0.005977838,0.011631265,0.8954983,0.00026780137],"about_ca_topic_score_codex":0.0001744608,"about_ca_topic_score_gemma":0.00000486088,"teacher_disagreement_score":0.5988818,"about_ca_system_score_codex":0.0000020174555,"about_ca_system_score_gemma":0.00001314772,"threshold_uncertainty_score":0.26541445},"labels":[],"label_agreement":null},{"id":"W1965124035","doi":"10.1190/1.3511525","title":"Seismic data interpolation using a fast generalized Fourier transform","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Interpolation (computer graphics); Fourier transform; Algorithm; Computer science; Representation (politics); Grid; Function (biology); Multivariate interpolation; Mathematics; Bilinear interpolation; Mathematical analysis; Statistics; Geometry; Artificial intelligence","score_opus":0.06943985824375694,"score_gpt":0.2463726693274216,"score_spread":0.17693281108366465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965124035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85443866,0.000115418086,0.123585984,0.00018192336,0.0005906953,0.0002103121,0.0002499407,0.00026070935,0.020366326],"genre_scores_gemma":[0.9661739,0.00002142202,0.032163754,0.0009760556,0.00012197442,2.8030334e-7,0.0003429881,0.000004833787,0.00019480633],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993122,0.000027415277,0.000130252,0.00021123854,0.00013032033,0.00018853415],"domain_scores_gemma":[0.9994902,0.000011541669,0.000049676124,0.00037327487,0.00002257088,0.000052706466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001293022,0.000098858385,0.00010332204,0.000046650282,0.00010393332,0.000027664324,0.00032692205,0.000038304872,0.0006953174],"category_scores_gemma":[0.0000048061884,0.000086382846,0.000035329653,0.00012628004,0.00005357332,0.00053379004,0.000020140576,0.00009299344,0.000133402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082186016,0.00004065638,0.019761499,0.00002493142,0.000045865105,0.000008503725,0.0023201243,0.00015853513,0.00030546266,0.00012891414,0.010077236,0.9670461],"study_design_scores_gemma":[0.00014144114,0.00003386658,0.002960753,0.000013721407,0.000021812813,0.000007338912,0.00011540721,0.9811925,0.0008621803,0.006387176,0.008123324,0.00014042362],"about_ca_topic_score_codex":0.01358681,"about_ca_topic_score_gemma":0.000035924244,"teacher_disagreement_score":0.98103404,"about_ca_system_score_codex":0.0000029775751,"about_ca_system_score_gemma":0.000033748973,"threshold_uncertainty_score":0.9929818},"labels":[],"label_agreement":null},{"id":"W1965433257","doi":"10.1190/1.2766467","title":"Seismic absorption compensation: A least squares inverse scheme","year":2007,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inverse problem; Regularization (linguistics); Inverse; Least-squares function approximation; Applied mathematics; Scheme (mathematics); Mathematics; Mathematical optimization; Bayes' theorem; Computer science; Algorithm; Mathematical analysis; Statistics; Bayesian probability; Artificial intelligence","score_opus":0.015937665191903757,"score_gpt":0.22099021713377917,"score_spread":0.2050525519418754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965433257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720083,0.000050441526,0.009083292,0.0004926435,0.00030557613,0.00010592268,0.000021596086,0.00026568767,0.017666554],"genre_scores_gemma":[0.9931152,0.000013613492,0.002973358,0.0030453508,0.00018940815,3.1158896e-7,0.00015938691,0.000003509132,0.0004998678],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992172,0.000019895942,0.00014374086,0.00017384886,0.00020564566,0.00023968337],"domain_scores_gemma":[0.99957895,0.000064926615,0.00006492404,0.00016561357,0.000047731144,0.00007783992],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002432082,0.0001029049,0.00009695816,0.00007104261,0.00013990287,0.000036903333,0.00012880884,0.00004852498,0.00054488494],"category_scores_gemma":[0.0000146725815,0.00009695211,0.00005124802,0.00020879859,0.00008333941,0.00024814124,0.000009079759,0.0001292938,0.0018975176],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001676519,0.00010440009,0.36361852,0.00008279128,0.000049696708,0.000042504147,0.0013314626,0.0013878063,0.0023702146,0.0017409953,0.100144364,0.5289596],"study_design_scores_gemma":[0.00056655565,0.0001960593,0.4797765,0.0000547723,0.000018747314,0.000028590519,0.0010437483,0.29746866,0.0041625625,0.010701018,0.20541443,0.00056833547],"about_ca_topic_score_codex":0.0029918607,"about_ca_topic_score_gemma":0.00007323714,"teacher_disagreement_score":0.52839124,"about_ca_system_score_codex":0.000007411107,"about_ca_system_score_gemma":0.00002530689,"threshold_uncertainty_score":0.9988796},"labels":[],"label_agreement":null},{"id":"W1965877862","doi":"10.2118/162175-ms","title":"Shear Wave Anisotropy Measurement from Azimuthally Focused LWD Sonic Tool","year":2012,"lang":"en","type":"article","venue":"SPE Canadian Unconventional Resources Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advantage Forensics (Canada)","funders":"","keywords":"Borehole; Anisotropy; Azimuth; Geology; Waveform; Shear (geology); Sonic logging; Transmitter; Well logging; Acoustics; Shear waves; Geophysics; Geotechnical engineering; Optics; Physics; Petrology; Engineering; Channel (broadcasting)","score_opus":0.04881604490627178,"score_gpt":0.20585056272104782,"score_spread":0.15703451781477604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965877862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8787714,0.003230851,0.0033702925,0.005334945,0.001680286,0.000559419,0.0010555985,0.00029169838,0.10570547],"genre_scores_gemma":[0.99361724,0.00003967265,0.0028742796,0.0020504876,0.00030593405,0.000002869794,0.00022665923,0.000008026538,0.00087486155],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789774,0.00011404844,0.00027252382,0.00032403137,0.00069604075,0.0006956276],"domain_scores_gemma":[0.9987036,0.000080384125,0.000095006886,0.00027215923,0.0001730327,0.0006758181],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053292315,0.00021058778,0.00019494306,0.00019254758,0.00027009458,0.00014049416,0.00032018404,0.00010964286,0.024441108],"category_scores_gemma":[0.00014089192,0.00020013763,0.00011662933,0.00015931892,0.00014904424,0.0003237341,0.000015237894,0.00022396851,0.0011899496],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001546879,0.000093748735,0.49346268,0.00004447676,0.00027990344,0.00013131174,0.0020147082,0.000091910566,0.0003706399,0.012291726,0.09281966,0.39824456],"study_design_scores_gemma":[0.0006321566,0.00014315141,0.31352398,0.00019227948,0.000053354717,0.000026803003,0.0005272821,0.008752866,0.00095877127,0.014788911,0.65971285,0.00068756833],"about_ca_topic_score_codex":0.43058953,"about_ca_topic_score_gemma":0.08257644,"teacher_disagreement_score":0.5668932,"about_ca_system_score_codex":0.0001125217,"about_ca_system_score_gemma":0.0006697514,"threshold_uncertainty_score":0.9995877},"labels":[],"label_agreement":null},{"id":"W1965899126","doi":"10.2118/84572-ms","title":"Passive Imaging of Seismic Deformation Associated With Steam Injection in Western Canada","year":2003,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deformation (meteorology); Steam injection; Geology; Passive seismic; Deformation monitoring; Hydraulic fracturing; Seismology; Fracture (geology); Petroleum engineering; Water injection (oil production); Geotechnical engineering","score_opus":0.009504418874181497,"score_gpt":0.20411795536225447,"score_spread":0.19461353648807297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965899126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933223,0.00004443079,0.0019682976,0.0004126254,0.00004199635,0.00013831556,0.00005395698,0.000055961107,0.0039620963],"genre_scores_gemma":[0.99929357,0.000034184945,0.00009881721,0.0004406556,0.000005751903,0.0000014905872,0.00009077237,0.0000020858322,0.000032700344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926025,0.0000619641,0.00019606695,0.00014828728,0.00017505503,0.00015839332],"domain_scores_gemma":[0.99964684,0.000039349175,0.000102893544,0.0000704588,0.00009599105,0.000044441113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020289386,0.00009057822,0.00013370499,0.00008970223,0.00005508396,0.000018240165,0.00004888179,0.000042463507,0.000060830847],"category_scores_gemma":[0.000053774827,0.00007405207,0.000012998698,0.00018863201,0.000077832236,0.00038058867,0.0000049644036,0.00014520231,0.0000017711336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009301159,0.000060430022,0.91491526,0.000047401227,0.0000118602775,0.000024958365,0.0004717749,0.00062251854,0.00029067427,0.0004904088,0.0045443443,0.078427345],"study_design_scores_gemma":[0.0013611543,0.00073129975,0.94023657,0.000756943,0.00003593827,0.00015728777,0.004859337,0.023565728,0.015494806,0.0097677875,0.0023841325,0.0006489883],"about_ca_topic_score_codex":0.22006892,"about_ca_topic_score_gemma":0.2137607,"teacher_disagreement_score":0.077778354,"about_ca_system_score_codex":0.00002691442,"about_ca_system_score_gemma":0.00015571987,"threshold_uncertainty_score":0.8005861},"labels":[],"label_agreement":null},{"id":"W1966053873","doi":"10.1190/1.3513777","title":"Dipole Sonic Log Calibration using Walkaway VSP data","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Calibration; Computer science; Remote sensing; Acoustics; Geology; Physics","score_opus":0.04297204655242781,"score_gpt":0.2591532178674167,"score_spread":0.21618117131498887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966053873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9012984,0.00017267116,0.029906811,0.0033004961,0.0017646285,0.00020957238,0.00015677873,0.0006950684,0.062495578],"genre_scores_gemma":[0.9792357,0.000009833419,0.0174535,0.0018667093,0.00012438836,7.608375e-8,0.00027753305,0.0000021941019,0.0010300475],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994142,0.000019472687,0.000098578515,0.0001972877,0.0001145856,0.0001558774],"domain_scores_gemma":[0.99945354,0.000032709813,0.000029989373,0.00041101687,0.000012347763,0.000060419046],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022698958,0.00006439142,0.00006291911,0.000044996217,0.00012448044,0.00007192436,0.00033297273,0.000050035902,0.006604744],"category_scores_gemma":[0.000030650364,0.00004890502,0.00001480429,0.00008669855,0.000059738028,0.00055729854,0.00002888385,0.00014258215,0.00022358456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018605531,0.00003515386,0.2689196,0.000019030393,0.000019583249,0.000012115495,0.000121176374,0.00019948847,0.010336473,0.00082281977,0.29007706,0.4294189],"study_design_scores_gemma":[0.000056984296,0.000014963223,0.003018568,0.0000033929493,0.0000057918464,0.00001472934,0.00003957233,0.9008681,0.006398644,0.00078306516,0.08869579,0.00010039279],"about_ca_topic_score_codex":0.012643707,"about_ca_topic_score_gemma":0.00045120151,"teacher_disagreement_score":0.9006686,"about_ca_system_score_codex":0.0000010903086,"about_ca_system_score_gemma":0.00004609753,"threshold_uncertainty_score":0.99430335},"labels":[],"label_agreement":null},{"id":"W1966428076","doi":"10.1071/aseg2006ab006","title":"A comparison between anisotropic reverse time and phase-shift plus interpolation prestack migrations for tilted anisotropic media","year":2006,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Xanadu Quantum Technologies (Canada); University of Calgary","funders":"","keywords":"Extrapolation; Interpolation (computer graphics); Prestack; Anisotropy; Dispersion (optics); Seismic migration; Phase (matter); Wave equation; Mathematical analysis; Computational physics; Physics; Algorithm; Materials science; Mathematics; Acoustics; Optics; Geology; Classical mechanics; Geophysics; Seismology; Quantum mechanics","score_opus":0.024941648208335266,"score_gpt":0.2787015000097181,"score_spread":0.25375985180138283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966428076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928288,0.00032522212,0.0031694926,0.00080513477,0.00016420479,0.0005155707,0.00056918804,0.00028335425,0.001339052],"genre_scores_gemma":[0.9892799,0.000012648894,0.007949094,0.00023213048,0.00021357056,0.000003918319,0.0020614453,0.000007658259,0.00023958918],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987679,0.000047984428,0.0003975884,0.0003086907,0.00018829062,0.00028952636],"domain_scores_gemma":[0.9991615,0.0003016352,0.00018958899,0.00018204552,0.00004925976,0.00011600029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015885726,0.00017719311,0.0002590519,0.0001296343,0.00020848172,0.000104052415,0.00013834235,0.00010457331,0.00031504733],"category_scores_gemma":[0.000061977065,0.00016443033,0.000058527683,0.000117419695,0.00010174601,0.00038071894,0.000010310138,0.00014247876,0.000112203394],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041759873,0.00044877655,0.07036808,0.00015363794,0.00012982465,0.000038564653,0.001581251,0.0010896286,0.0016922727,0.0005278948,0.39506918,0.5284833],"study_design_scores_gemma":[0.0014309679,0.000321375,0.89502,0.000045645535,0.000079207915,0.0000061893275,0.00010882132,0.06946322,0.0027576806,0.004754342,0.02572724,0.0002853244],"about_ca_topic_score_codex":0.0039190925,"about_ca_topic_score_gemma":0.00047806653,"teacher_disagreement_score":0.8246519,"about_ca_system_score_codex":0.0000129927075,"about_ca_system_score_gemma":0.000056721445,"threshold_uncertainty_score":0.6705274},"labels":[],"label_agreement":null},{"id":"W1966545576","doi":"10.2118/98075-ms","title":"Rock Physics and Time-Lapse Monitoring of Heavy-Oil Reservoirs","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Context (archaeology); Geology; Saturation (graph theory); Porosity; Rigidity (electromagnetism); Compressibility; Environmental science; Geophysics; Petrology; Geotechnical engineering; Mechanics; Materials science; Physics","score_opus":0.016527928582067166,"score_gpt":0.22458207142333128,"score_spread":0.2080541428412641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966545576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9243889,0.0007454817,0.00040121068,0.0012511957,0.000096332726,0.000037284874,0.000011692863,0.00017004964,0.072897844],"genre_scores_gemma":[0.9866993,0.00014571752,0.008382449,0.00024462672,0.00013655586,1.670463e-7,0.000005553433,0.0000018671483,0.0043838006],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953496,0.000016544862,0.00010016305,0.00010987248,0.000117202915,0.000121266436],"domain_scores_gemma":[0.9997473,0.000043168213,0.000030015352,0.00010538436,0.00002277423,0.000051391264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011078465,0.00006087967,0.00008865262,0.000029638702,0.000056578607,0.00001653947,0.000087004424,0.000025589503,0.0005039004],"category_scores_gemma":[0.000011018407,0.000048866947,0.000020993131,0.000077875295,0.00003007088,0.0002052355,0.000010227531,0.000059273414,0.00014071986],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034651195,0.000022216329,0.22272764,0.000030752784,0.00001168112,0.0000015159566,0.0002769492,0.0010336107,0.0006656063,0.000040865576,0.038894463,0.73626006],"study_design_scores_gemma":[0.00061836786,0.00029892547,0.036674548,0.00014640344,0.000026175228,0.00002031597,0.0006386827,0.3842595,0.43366042,0.0018608191,0.14127268,0.00052314694],"about_ca_topic_score_codex":0.001296595,"about_ca_topic_score_gemma":0.000004166822,"teacher_disagreement_score":0.7357369,"about_ca_system_score_codex":0.0000017185606,"about_ca_system_score_gemma":0.00001021035,"threshold_uncertainty_score":0.5517356},"labels":[],"label_agreement":null},{"id":"W1966770196","doi":"10.1190/2014-0722-spseintro.1","title":"Attenuation: Advances in analysis and estimation — Introduction","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geoscience BC; University of Calgary","funders":"","keywords":"Attenuation; Lithology; Geology; Reflection (computer programming); Offset (computer science); Relation (database); Seismology; Computer science; Database; Petrology; Physics; Optics","score_opus":0.003935070088168228,"score_gpt":0.20064208889535495,"score_spread":0.19670701880718672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966770196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8889858,0.00028709072,0.10526566,0.0020481925,0.00020307906,0.00007378715,0.0000050946887,0.000094529256,0.0030367395],"genre_scores_gemma":[0.9947441,0.00007684072,0.0046683154,0.00026710832,0.00011950433,4.1008275e-7,0.00007998497,6.86694e-7,0.000043030355],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999646,0.000027512351,0.00007003987,0.000116609895,0.00007277857,0.00006707046],"domain_scores_gemma":[0.99983346,0.000030057874,0.000031801457,0.00007389763,0.000014182846,0.000016585442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013687913,0.000040160437,0.000070769944,0.00009418274,0.00004169169,0.000015972897,0.000028424412,0.0000147702,0.00006979084],"category_scores_gemma":[0.000021997861,0.0000362968,0.000014927483,0.0003632857,0.0000281748,0.00030784705,0.0000025154516,0.000040101888,0.000032082473],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031712893,0.0000030286958,0.13330036,0.0000048052966,0.000004467505,9.9005824e-8,0.00006011871,0.007779682,0.000007391988,0.00029642502,0.0002545567,0.8582859],"study_design_scores_gemma":[0.000058983984,0.000025652975,0.35968646,0.0000025813392,0.000024227626,4.2027784e-7,0.000026501277,0.61944723,0.00021607586,0.009228988,0.0112198945,0.000062996114],"about_ca_topic_score_codex":0.0007816714,"about_ca_topic_score_gemma":0.00007688623,"teacher_disagreement_score":0.8582229,"about_ca_system_score_codex":0.0000017144299,"about_ca_system_score_gemma":0.0000030892386,"threshold_uncertainty_score":0.14801404},"labels":[],"label_agreement":null},{"id":"W1967267584","doi":"10.1029/2009jb006356","title":"A reassessment of spectral<i>T</i><sub><i>e</i></sub>estimation in continental interiors: The case of North America","year":2009,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Admittance; Geology; Noise (video); Square (algebra); Inversion (geology); Coherence (philosophical gambling strategy); Geodesy; Seismology; Geometry; Mathematics; Physics; Statistics; Computer science; Electrical impedance; Tectonics","score_opus":0.01689844902197253,"score_gpt":0.2945728901715505,"score_spread":0.277674441149578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967267584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978262,0.00018052303,0.000253279,0.0010982783,0.000041886764,0.00012413543,0.000011078415,0.0000057769666,0.00045880702],"genre_scores_gemma":[0.99793935,0.0002137839,0.0016336793,0.00013838723,0.00005923632,3.8527597e-7,0.000003501559,0.0000024002745,0.000009259083],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99828076,0.00029189695,0.0004911361,0.00011372881,0.00055862905,0.0002638571],"domain_scores_gemma":[0.9987214,0.00046117633,0.00030276048,0.00016086744,0.00025212555,0.000101625265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007373045,0.00009459193,0.00028597578,0.00004844696,0.0000644486,0.00003154752,0.00031714016,0.000025730411,0.00006781651],"category_scores_gemma":[0.00028150307,0.00005944684,0.00012508512,0.00055004127,0.00032925644,0.00025634066,0.000019604398,0.00048617204,0.000008018288],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042687583,0.00025411553,0.019493932,0.000027106958,0.00002819806,0.00050160644,0.0004298821,0.00038240815,0.004272375,0.000040469648,0.005142453,0.9690006],"study_design_scores_gemma":[0.00067847717,0.0040558223,0.9128698,0.00032208703,0.000021027929,0.00039754956,0.0015831535,0.033426218,0.040555663,0.0053199357,0.0006251627,0.00014509117],"about_ca_topic_score_codex":0.006449368,"about_ca_topic_score_gemma":0.00038093657,"teacher_disagreement_score":0.9688555,"about_ca_system_score_codex":0.000018757053,"about_ca_system_score_gemma":0.0001380951,"threshold_uncertainty_score":0.97495586},"labels":[],"label_agreement":null},{"id":"W1967332732","doi":"10.1190/int-2013-0122.1","title":"Prestack seismic amplitude analysis: An integrated overview","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Seismic inversion; Amplitude versus offset; Synthetic seismogram; Amplitude; Geology; Electrical impedance; Reflection coefficient; Seismology; Vertical seismic profile; Inversion (geology); Isotropy; Anelastic attenuation factor; Acoustics; Acoustic impedance; Reflection (computer programming); Seismic wave; Geometry; Computer science; Optics; Physics; Mathematics","score_opus":0.016048868091257454,"score_gpt":0.258561492208652,"score_spread":0.24251262411739455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967332732","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3394713,0.0002995304,0.64950854,0.0003737394,0.00028863465,0.00015289953,0.00003498461,0.00046833954,0.00940203],"genre_scores_gemma":[0.99272513,0.000025773672,0.0033910703,0.0030935747,0.000030259927,0.0000013539768,0.00056307175,0.0000028625832,0.00016689305],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991007,0.00018367289,0.0001901938,0.00023044077,0.0001508596,0.0001441558],"domain_scores_gemma":[0.99949324,0.00007104839,0.00007843743,0.00022431382,0.00006018272,0.00007280581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033555267,0.000102384554,0.00015043336,0.00019823477,0.000060730523,0.00010041122,0.00019224852,0.000046317506,0.00084916607],"category_scores_gemma":[0.000060582584,0.00008389603,0.00007888004,0.0003742331,0.000040107043,0.0004073167,0.0000052167306,0.00009834812,0.00027962285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006249262,0.00002752088,0.073132664,0.000023849947,0.0001505853,0.0000016296361,0.0011985071,0.026752941,0.000048825987,0.0001739479,0.0039445604,0.8944825],"study_design_scores_gemma":[0.000060624978,0.00010592617,0.037795532,0.000023846622,0.00009111173,0.0000018564212,0.00010063168,0.9354592,0.00021109331,0.0014070002,0.02463197,0.000111210946],"about_ca_topic_score_codex":0.0048379498,"about_ca_topic_score_gemma":0.0002883585,"teacher_disagreement_score":0.90870625,"about_ca_system_score_codex":0.0000063277193,"about_ca_system_score_gemma":0.000015514986,"threshold_uncertainty_score":0.9297773},"labels":[],"label_agreement":null},{"id":"W1967730717","doi":"10.1139/e03-030","title":"Basin architecture and density structure beneath the Strait of Georgia, British Columbia","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada","funders":"British Geological Survey","keywords":"Geology; Structural basin; Basement; Tectonics; Submarine pipeline; Seismology; Paleontology; Oceanography; Archaeology","score_opus":0.00767839979509548,"score_gpt":0.17326388539590032,"score_spread":0.16558548560080483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967730717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960972,0.0011434896,0.00006789574,0.00044957362,0.00022034528,0.000049072238,0.00007264873,0.0000030174658,0.0018967614],"genre_scores_gemma":[0.99604124,0.000028674698,0.0029306673,0.0007931141,0.000031949225,2.0541075e-8,9.907369e-7,0.0000011639956,0.00017218845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991578,0.000094473784,0.00018314953,0.00011239972,0.00021814182,0.0002340767],"domain_scores_gemma":[0.9993493,0.00007722658,0.00014308753,0.000073557494,0.00008372094,0.00027312117],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068696524,0.000057546564,0.00013906017,0.00008465816,0.00046837228,0.00032267006,0.00027171467,0.000038852566,0.0015343179],"category_scores_gemma":[0.00016063954,0.000049403003,0.0000433797,0.000253652,0.00087988324,0.00016945053,0.0000025710435,0.00019078793,7.186685e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012089423,0.0000011931091,0.9671788,0.0000054251473,0.0000072491594,0.000034655073,0.00028299668,0.00023748007,0.00002876409,0.00005223273,0.0023087175,0.029861238],"study_design_scores_gemma":[0.00011727046,0.00021845299,0.9603727,0.000064945576,0.000013770524,0.0014581914,0.00062233786,0.00023287315,0.0005813612,0.0075930394,0.028616412,0.00010864432],"about_ca_topic_score_codex":0.34917352,"about_ca_topic_score_gemma":0.7721035,"teacher_disagreement_score":0.42292997,"about_ca_system_score_codex":0.0000011902043,"about_ca_system_score_gemma":0.0009793403,"threshold_uncertainty_score":0.99937844},"labels":[],"label_agreement":null},{"id":"W1967778240","doi":"10.1190/1.1897036","title":"Sensitivity analysis of seismic depth migrations","year":2005,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sensitivity (control systems); Geology; Seismology","score_opus":0.0112643782147032,"score_gpt":0.21748330101097155,"score_spread":0.20621892279626836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967778240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859678,0.000060756294,0.006862551,0.0004934896,0.000044193504,0.000038672308,0.00008691797,0.00007350483,0.006372113],"genre_scores_gemma":[0.99647903,0.000016778748,0.0019799876,0.0010889246,0.000051673254,1.608494e-7,0.00013693716,0.0000011738001,0.00024533228],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999508,0.000036636182,0.00010697982,0.00011391108,0.00012184166,0.000112633534],"domain_scores_gemma":[0.9996451,0.000066578636,0.0000554765,0.00015959422,0.000038425824,0.00003480996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011470331,0.000060423437,0.00013410434,0.00011748848,0.000059560934,0.0000107405995,0.00005760713,0.000018776163,0.00018838089],"category_scores_gemma":[0.000009627329,0.000054151464,0.0001012371,0.0005595234,0.00005074791,0.00013752872,0.0000047784965,0.00005615423,0.00010661415],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010732905,0.000054973723,0.32238257,0.000011184857,0.00024441927,0.0000032011294,0.0005245917,0.07651967,0.0003857236,0.0001651611,0.012724032,0.5869737],"study_design_scores_gemma":[0.000052185955,0.0000149387915,0.37630036,0.0000031522939,0.00018952313,9.218267e-7,0.000054535518,0.6119097,0.0032684023,0.00033698464,0.0077840644,0.00008523093],"about_ca_topic_score_codex":0.009563289,"about_ca_topic_score_gemma":0.0012142813,"teacher_disagreement_score":0.5868885,"about_ca_system_score_codex":0.0000024799917,"about_ca_system_score_gemma":0.000018971175,"threshold_uncertainty_score":0.9970321},"labels":[],"label_agreement":null},{"id":"W1968000773","doi":"10.1190/1.2978974","title":"Elastic property changes in a bitumen reservoir during steam injection","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Steam injection; Property (philosophy); Petroleum engineering; Materials science; Environmental science; Geology; Composite material","score_opus":0.03247890582690237,"score_gpt":0.2237538486407081,"score_spread":0.19127494281380575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968000773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987536,0.00016366776,0.000018022627,0.0015164203,0.00022097552,0.00012297707,0.000001988955,0.00015001484,0.010269919],"genre_scores_gemma":[0.99127346,0.0001106192,0.00006831924,0.00043716416,0.00012500498,0.000002452546,0.0000046996984,0.0000034881482,0.007974789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993594,0.00006383448,0.00009146298,0.00014534719,0.00012268471,0.00021724224],"domain_scores_gemma":[0.9997242,0.000051644016,0.000033099805,0.0001470334,0.000012700466,0.000031321255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002648861,0.000077999764,0.000092972645,0.000122787,0.00025078087,0.00001799945,0.00018338964,0.000034593948,0.00013341346],"category_scores_gemma":[0.000042480933,0.00004225496,0.000018910274,0.0002461142,0.00008809596,0.00013344803,0.000014753117,0.0001863238,0.0003074765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021960483,0.000060724193,0.8295672,0.00012114338,0.000025624619,0.000117494594,0.012261793,0.0030524444,0.003791109,0.000016198474,0.08885913,0.061907563],"study_design_scores_gemma":[0.0012829496,0.00077233306,0.71367157,0.00054642005,0.000026010934,0.0009401231,0.0017614819,0.0767751,0.054382574,0.0011427858,0.14777856,0.0009200888],"about_ca_topic_score_codex":0.0035052334,"about_ca_topic_score_gemma":0.0005317885,"teacher_disagreement_score":0.11589559,"about_ca_system_score_codex":0.0000139066005,"about_ca_system_score_gemma":0.000019815185,"threshold_uncertainty_score":0.5298888},"labels":[],"label_agreement":null},{"id":"W1968025982","doi":"10.2118/122957-ms","title":"Inversion Feasibility of Elastic Parameters in Heavy Oil","year":2009,"lang":"en","type":"article","venue":"Latin American and Caribbean Petroleum Engineering Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Prestack; Petroleum engineering; Estimation; Geology; Soil science; Oil reserves; Economic geology; Environmental science; Computer science; Geophysics; Seismology; Geotechnical engineering; Petroleum; Engineering; Hydrogeology; Metamorphic petrology","score_opus":0.013877259325150774,"score_gpt":0.2102639674080566,"score_spread":0.19638670808290584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968025982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99597275,0.00007922094,0.0015411695,0.00028307823,0.0000563404,0.000028009508,0.000016334267,0.00007695903,0.0019461444],"genre_scores_gemma":[0.995595,0.00008397566,0.003997797,0.00026339074,0.000008035017,3.6732007e-7,0.000012852062,0.0000023398218,0.000036236175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991834,0.00003145974,0.00020059319,0.00022367135,0.00014105173,0.00021978299],"domain_scores_gemma":[0.999567,0.00008941362,0.00007386668,0.00015396763,0.00002073394,0.000095022304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014018745,0.00013143256,0.00024705983,0.00014325748,0.000025024434,0.000022252876,0.0001238745,0.00003050106,0.000039280192],"category_scores_gemma":[0.00006550121,0.00012327563,0.000035082154,0.00022269621,0.00013452253,0.000087764216,0.000008523484,0.00016799167,0.0000031365196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010584448,0.00005444502,0.548571,0.000078473335,0.000012502877,0.0000140391185,0.0006007801,0.016698675,0.0013760584,0.0003278699,0.00021965746,0.43194067],"study_design_scores_gemma":[0.00025447938,0.00038625396,0.50369984,0.00009182634,0.0000080414475,0.0000034063505,0.0003532743,0.4934111,0.0011801625,0.00013741903,0.0002644632,0.00020970772],"about_ca_topic_score_codex":0.004035706,"about_ca_topic_score_gemma":0.000047679554,"teacher_disagreement_score":0.47671244,"about_ca_system_score_codex":0.000010106812,"about_ca_system_score_gemma":0.000028050039,"threshold_uncertainty_score":0.6100808},"labels":[],"label_agreement":null},{"id":"W1968073494","doi":"10.1190/1.1817739","title":"High resolution imaging of seismic data using a sparsity norm","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Geophysical imaging; Geology; High resolution; Norm (philosophy); Computer science; Resolution (logic); Seismology; Remote sensing; Artificial intelligence","score_opus":0.04487719623030985,"score_gpt":0.24132682213395462,"score_spread":0.1964496259036448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968073494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8770067,0.000519075,0.08567106,0.00048731765,0.00050843984,0.00014911102,0.00014381402,0.0002138301,0.03530067],"genre_scores_gemma":[0.95947784,0.000021463184,0.03949413,0.0007558245,0.000017424383,2.8471222e-8,0.00008454474,0.0000016206357,0.00014713223],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929065,0.000056089026,0.00014428035,0.00020011984,0.00014385406,0.0001650352],"domain_scores_gemma":[0.9994503,0.00003314301,0.00006417595,0.0003803424,0.000029048544,0.00004295836],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043404143,0.00006944896,0.00010173758,0.00007770339,0.00009550221,0.000016953156,0.00024854133,0.000018033765,0.00093841803],"category_scores_gemma":[0.000050141596,0.000059612878,0.000019737294,0.00015131362,0.00007361377,0.00036713367,0.000022472155,0.000067685796,0.00003353173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003563793,0.00004697374,0.8265592,0.000045000805,0.000024930028,0.000016063987,0.0001314255,0.005413412,0.0006922419,0.0008854622,0.0723128,0.093836844],"study_design_scores_gemma":[0.00015279869,0.000014523418,0.009294106,0.000021422911,0.00001640977,0.000034385717,0.0001529058,0.95937663,0.007928195,0.0017419657,0.02113224,0.00013441479],"about_ca_topic_score_codex":0.04057095,"about_ca_topic_score_gemma":0.000067678484,"teacher_disagreement_score":0.9539632,"about_ca_system_score_codex":0.000004501199,"about_ca_system_score_gemma":0.000046038316,"threshold_uncertainty_score":0.99997485},"labels":[],"label_agreement":null},{"id":"W1968108448","doi":"10.1190/geo2013-0368.1","title":"3D frequency-domain finite-difference viscoelastic-wave modeling using weighted average 27-point operators with optimal coefficients","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Hôpital Saint-François d'Assise","funders":"","keywords":"Weighting; Finite difference; Solver; Frequency domain; Mathematics; Viscoelasticity; Norm (philosophy); Mathematical analysis; Finite-difference time-domain method; Finite difference method; Applied mathematics; Mathematical optimization; Physics; Optics; Acoustics","score_opus":0.01487246963686091,"score_gpt":0.1973359908736962,"score_spread":0.1824635212368353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968108448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.563593,0.000019244366,0.4347638,0.000028704444,0.00017894669,0.00009387254,0.000027756185,0.000104283,0.0011904162],"genre_scores_gemma":[0.92340493,0.0000074258883,0.075588144,0.0007205582,0.00012114537,9.2643495e-7,0.00008976467,0.00001225728,0.000054843775],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983721,0.00010424028,0.00024218441,0.00042657353,0.00038221455,0.00047270095],"domain_scores_gemma":[0.9992114,0.00011652017,0.000092786264,0.0003219851,0.000104866514,0.00015246686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022310326,0.00026845853,0.00026419654,0.00010085667,0.00032857468,0.00012967378,0.00024379727,0.000076351906,0.00021349272],"category_scores_gemma":[0.000029435543,0.00020850555,0.000055877685,0.00030990288,0.00012862674,0.0002611753,0.000029788825,0.00026767617,0.00013579332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017080094,0.0001703095,0.021467377,0.00008941738,0.00009165989,0.000081957965,0.0025364328,0.93164593,0.0017058423,0.0011687967,0.0003390342,0.04053246],"study_design_scores_gemma":[0.0003078765,0.00021136376,0.0002872353,0.000092080874,0.00002036201,0.000011768579,0.00016626569,0.99509805,0.0005209645,0.0028033336,0.0001477148,0.0003329567],"about_ca_topic_score_codex":0.0025507526,"about_ca_topic_score_gemma":0.000010027505,"teacher_disagreement_score":0.35981196,"about_ca_system_score_codex":0.000015099913,"about_ca_system_score_gemma":0.00008821154,"threshold_uncertainty_score":0.850261},"labels":[],"label_agreement":null},{"id":"W1968980241","doi":"10.1190/1.3575281","title":"Coherence and curvature attributes on preconditioned seismic data","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Coherence (philosophical gambling strategy); Noise (video); Curvature; Seismology; Geology; Footprint; Computer science; Seismic noise; Multiple; Data processing; Data mining; Algorithm; Artificial intelligence; Statistics; Mathematics; Image (mathematics); Geometry","score_opus":0.09758068051388094,"score_gpt":0.25347564117293536,"score_spread":0.15589496065905442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968980241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8561659,0.0022972615,0.0019265243,0.0075110015,0.0014460894,0.0005893836,0.000843126,0.0008251803,0.12839557],"genre_scores_gemma":[0.99437624,0.000042704003,0.00059049897,0.0033390443,0.000072102346,5.8979157e-7,0.00014056166,0.0000025060144,0.0014357382],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994524,0.000053353993,0.000074279924,0.00019351752,0.000079723635,0.00014673089],"domain_scores_gemma":[0.99940664,0.00012668876,0.00003999311,0.0003754216,0.00001180008,0.000039466937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031690186,0.000078350764,0.00007890721,0.000032605963,0.0001803374,0.00003525191,0.0004248309,0.000037740032,0.0005168479],"category_scores_gemma":[0.00004548309,0.000049142727,0.000011208673,0.00007869188,0.00012275364,0.0002083216,0.00002894586,0.00016704363,0.00049598434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005174302,0.000021559623,0.06372023,0.000024121528,0.00003246866,0.000008453474,0.0016860921,0.000021157066,0.0000820993,0.00031460493,0.7512436,0.18279386],"study_design_scores_gemma":[0.0006681086,0.00062693877,0.31444502,0.00035318173,0.00011368275,0.00015332292,0.0006359665,0.13902281,0.019009562,0.038412243,0.48565587,0.00090329867],"about_ca_topic_score_codex":0.0006584699,"about_ca_topic_score_gemma":0.000018261144,"teacher_disagreement_score":0.26558775,"about_ca_system_score_codex":0.0000017587737,"about_ca_system_score_gemma":0.000011640562,"threshold_uncertainty_score":0.6375041},"labels":[],"label_agreement":null},{"id":"W1969090338","doi":"10.1190/1.1816881","title":"2D and 3D anisotropic depth migration case histories","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Anisotropy; Computer science; Optics; Physics","score_opus":0.019084633309498094,"score_gpt":0.19810131754505592,"score_spread":0.17901668423555783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969090338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8641006,0.0020325019,0.00190874,0.0024275188,0.0003074416,0.000099735065,0.000009797616,0.00035713284,0.12875657],"genre_scores_gemma":[0.9889784,0.00014148524,0.0051966645,0.0011248694,0.000030063098,2.1770612e-7,0.0000067034794,0.0000010008631,0.004520585],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996726,0.00001594676,0.00006291789,0.00010194531,0.00005904608,0.000087526314],"domain_scores_gemma":[0.9998401,0.000022270435,0.000016423366,0.00006728333,0.00001051354,0.000043456526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038279813,0.000050603936,0.000048844307,0.000036591857,0.00011559429,0.000031360694,0.000029815239,0.000023689217,0.003444793],"category_scores_gemma":[0.000009657719,0.000039175076,0.000010381765,0.000045344867,0.000047787802,0.00016425847,0.0000026824932,0.00003782092,0.0000860608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000415362,0.000010468569,0.26104733,0.000011462045,0.0000053006133,0.00025386023,0.001044139,0.000011913051,0.000019156832,0.00018210438,0.22336957,0.5140405],"study_design_scores_gemma":[0.00020736027,0.00019948585,0.013370728,0.0000062664517,0.000014709127,0.0016253438,0.00072366744,0.26947656,0.0008485722,0.00047084677,0.7128134,0.00024308701],"about_ca_topic_score_codex":0.010013675,"about_ca_topic_score_gemma":0.0014236525,"teacher_disagreement_score":0.51379746,"about_ca_system_score_codex":0.0000025275344,"about_ca_system_score_gemma":0.0000024351823,"threshold_uncertainty_score":0.9974662},"labels":[],"label_agreement":null},{"id":"W1969413361","doi":"10.1117/12.451792","title":"Reconstruction of seismic data using adaptive regularization","year":2002,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Regularization (linguistics); Inverse problem; Solver; Conjugate gradient method; Computer science; Algorithm; Mathematical optimization; Optimization problem; Norm (philosophy); Well-posed problem; Synthetic data; Mathematics; Applied mathematics; Artificial intelligence","score_opus":0.02765086468383298,"score_gpt":0.21946038191061443,"score_spread":0.19180951722678144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969413361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994926,0.00014500754,0.00036821407,0.0008200543,0.00023679697,0.00025897217,0.000135917,0.00006345962,0.0030456255],"genre_scores_gemma":[0.7765317,0.00017244862,0.22270553,0.00013349025,0.00023375166,0.000003913969,0.000035421064,0.000016888334,0.0001668612],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984894,2.2763416e-8,0.0005077992,0.00031365006,0.0004653363,0.00022383076],"domain_scores_gemma":[0.9985696,0.00007947368,0.0004191078,0.000078990146,0.00078882783,0.00006401713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004978722,0.0001788055,0.000268424,0.00011130619,0.00007820487,0.000047834204,0.00084015186,0.0001101288,0.00007385275],"category_scores_gemma":[0.00027812383,0.00015164436,0.00021288857,0.00030705813,0.00025864327,0.000897946,0.00007344094,0.00018554906,0.0000015621289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000424367,0.00035455823,0.020761508,0.0016682035,0.0016254454,3.9859398e-7,0.0012808063,0.0060456363,0.6139724,0.21596229,0.046853445,0.091050945],"study_design_scores_gemma":[0.00031636324,0.0001345069,0.00046971918,0.00022590558,0.00008650554,0.000027208518,0.0007601956,0.9418489,0.053206235,0.0014393078,0.0013151793,0.00017002289],"about_ca_topic_score_codex":0.00014673045,"about_ca_topic_score_gemma":1.8689965e-7,"teacher_disagreement_score":0.93580323,"about_ca_system_score_codex":0.000030012874,"about_ca_system_score_gemma":0.000017689057,"threshold_uncertainty_score":0.61838776},"labels":[],"label_agreement":null},{"id":"W1969788003","doi":"10.1190/geo2014-0239.1","title":"Time-lapse seismic performance of a sparse permanent array: Experience from the Aquistore CO2 storage site","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Geophone; Seismic vibrator; Dynamite; Repeatability; Geology; Seismic survey; Remote sensing; Vertical seismic profile; Seismology; Statistics; Mathematics; Geography","score_opus":0.017039234175880765,"score_gpt":0.2037074720567063,"score_spread":0.18666823788082554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969788003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640584,0.0002737514,0.00010417601,0.00022908673,0.0002824069,0.000106762775,0.00012976167,0.00007851985,0.0023897188],"genre_scores_gemma":[0.99700475,0.000036503818,0.00034949253,0.0016477864,0.00017046847,0.0000017002781,0.00013428254,0.00000469211,0.00065035035],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902576,0.00005653172,0.0001638341,0.00020625333,0.0003324748,0.00021512058],"domain_scores_gemma":[0.99927574,0.000067361565,0.000114033945,0.0003773467,0.00006799031,0.000097499884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015995245,0.00013551179,0.00016428504,0.000023039693,0.00011676735,0.000026011845,0.00034349665,0.00003962217,0.00025656013],"category_scores_gemma":[0.000018849638,0.000095547904,0.000054818393,0.00015565813,0.00025459405,0.0002420533,0.000022595408,0.00014584532,0.000895716],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005944094,0.00025682338,0.3563517,0.0000852969,0.000107868924,0.000058782938,0.09231399,0.019297957,0.0069224588,0.000044133343,0.40124455,0.12272202],"study_design_scores_gemma":[0.000980943,0.0007316684,0.07824131,0.00018796673,0.000075495256,0.000024381887,0.0044802604,0.6261611,0.025737021,0.0016495533,0.26082057,0.0009097387],"about_ca_topic_score_codex":0.0068480335,"about_ca_topic_score_gemma":0.0000107001715,"teacher_disagreement_score":0.60686314,"about_ca_system_score_codex":0.000010245789,"about_ca_system_score_gemma":0.000071150294,"threshold_uncertainty_score":0.9998822},"labels":[],"label_agreement":null},{"id":"W1969820631","doi":"10.1190/tle32040402.1","title":"Volumetric estimates of seismic reflector rotation and convergence—tools for mapping rotation about faults and seismic stratigraphy","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Geology; Stratigraphy; Onlap; Sedimentary depositional environment; Facies; Anticline; Seismology; Paleontology; Tectonics; Structural basin","score_opus":0.030493290589541477,"score_gpt":0.2528069315996498,"score_spread":0.2223136410101083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969820631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97776896,0.0008936195,0.019274889,0.0005322851,0.0001550765,0.0005354773,0.000024573379,0.000076910335,0.00073822564],"genre_scores_gemma":[0.99373764,0.00014512963,0.005428974,0.00047453243,0.000030858486,0.000011013068,0.000042381096,0.0000037451077,0.00012574407],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929166,0.000041956213,0.00020408156,0.00017913264,0.00010506365,0.00017810511],"domain_scores_gemma":[0.99915,0.0004898558,0.00013607978,0.000105130915,0.00007272961,0.0000462265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003082967,0.00010861611,0.00015209183,0.00018226082,0.00018133696,0.00009234742,0.00010789893,0.000040449107,0.000048765276],"category_scores_gemma":[0.00014368806,0.00008017431,0.000032465396,0.00027311363,0.00013406742,0.00047630086,0.0000067986034,0.000082364495,0.000023822557],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003620083,0.000012054917,0.16344309,0.0002808009,0.000048955808,4.449258e-7,0.0025658736,0.0005956434,0.007556549,0.00014306366,0.012525062,0.81279224],"study_design_scores_gemma":[0.00028299622,0.00013048021,0.21811311,0.00009615752,0.000025852427,0.000008278733,0.000738418,0.7643879,0.0065104766,0.007907687,0.0016361118,0.00016253961],"about_ca_topic_score_codex":0.0021292868,"about_ca_topic_score_gemma":0.000014148655,"teacher_disagreement_score":0.8126297,"about_ca_system_score_codex":0.0000035538628,"about_ca_system_score_gemma":0.00001652672,"threshold_uncertainty_score":0.32694134},"labels":[],"label_agreement":null},{"id":"W1969883200","doi":"10.1190/geo2011-0243.1","title":"Seismic velocity and attenuation structures of the Queen Charlotte Basin from full-waveform tomography of seismic reflection data","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology; Attenuation; Seismology; Amplitude; Sedimentary rock; Inversion (geology); Reflection (computer programming); Tomography; Basement; Mineralogy; Geophysics; Paleontology; Tectonics; Optics","score_opus":0.023380923467332563,"score_gpt":0.23097770748832572,"score_spread":0.20759678402099316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969883200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99767715,0.00013041575,0.00088850874,0.00028147738,0.0002652684,0.00010933812,0.00033833724,0.000029105126,0.00028039457],"genre_scores_gemma":[0.9983862,0.000038828275,0.00069670385,0.0004200748,0.00013007922,3.3931244e-7,0.0003048843,0.0000031644681,0.000019749903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925214,0.00007077114,0.00016616445,0.00015604525,0.00020472972,0.00015016597],"domain_scores_gemma":[0.9992847,0.000060492002,0.0001804771,0.00040086592,0.00003580033,0.0000376569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002180623,0.00009880121,0.00014852325,0.0000465637,0.00009546209,0.00001188038,0.00025177558,0.000045227443,0.000051220453],"category_scores_gemma":[0.000018209963,0.00006773403,0.000041350457,0.0002119821,0.00013158783,0.0004019191,0.000050965056,0.00011591121,0.0000058342503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007031242,0.00002298853,0.688993,0.0000578932,0.00006056104,1.0912954e-7,0.0009742736,0.00013770814,0.0015875056,0.00004559059,0.0042353845,0.3038147],"study_design_scores_gemma":[0.00015236675,0.000059203077,0.9310999,0.000028831784,0.00005364098,0.0000018280814,0.00011812485,0.040946566,0.018238248,0.0064942474,0.0026910314,0.00011601469],"about_ca_topic_score_codex":0.022975054,"about_ca_topic_score_gemma":0.000029156787,"teacher_disagreement_score":0.30369872,"about_ca_system_score_codex":0.000003482505,"about_ca_system_score_gemma":0.000020813897,"threshold_uncertainty_score":0.98353106},"labels":[],"label_agreement":null},{"id":"W1969964357","doi":"10.1190/1.1817057","title":"Generalized gardner relations","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Computer science","score_opus":0.02481548880891066,"score_gpt":0.20356461963507516,"score_spread":0.1787491308261645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969964357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05006619,0.0003029258,0.0011867816,0.003942658,0.00018054254,0.000047125894,0.000005587533,0.00034725852,0.9439209],"genre_scores_gemma":[0.9027514,0.00005723466,0.010108643,0.005264977,0.000043276254,2.5545143e-7,0.00001589758,0.000001188472,0.08175712],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966496,0.000016995276,0.000064563756,0.00008153197,0.000075749405,0.00009622423],"domain_scores_gemma":[0.99982905,0.000018917886,0.000012166995,0.0000879663,0.000010370079,0.000041538653],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000051982526,0.000038879294,0.00004025309,0.000039280487,0.000081822625,0.000019094212,0.000063131476,0.000021586444,0.1110974],"category_scores_gemma":[0.000011259829,0.000028652812,0.00002510884,0.000078234145,0.000025238753,0.00009704732,0.0000020291295,0.00004328063,0.0043838806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.8090213e-7,0.0000035989835,0.035851963,4.4955394e-7,0.0000023500781,0.0000015024187,0.00004507595,0.000057273093,0.000006724793,0.00037844517,0.9046119,0.059040044],"study_design_scores_gemma":[0.000100641075,0.00001775795,0.00886891,0.0000019451618,0.0000032187413,0.000007618414,0.000023900766,0.23305333,0.00036485345,0.0012986584,0.7561733,0.00008586577],"about_ca_topic_score_codex":0.0013437544,"about_ca_topic_score_gemma":0.000015036055,"teacher_disagreement_score":0.8621638,"about_ca_system_score_codex":0.0000010145636,"about_ca_system_score_gemma":0.000002059387,"threshold_uncertainty_score":0.9963913},"labels":[],"label_agreement":null},{"id":"W1970059921","doi":"10.1190/1.1438466","title":"Nonminimum-phase wavelet estimation using higher order statistics","year":2000,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Wavelet; Statistics; Estimation; Phase (matter); Higher-order statistics; Order (exchange); Mathematics; Computer science; Econometrics; Artificial intelligence; Economics; Physics; Signal processing; Telecommunications","score_opus":0.033329040977073766,"score_gpt":0.28778613924882246,"score_spread":0.25445709827174867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970059921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82492006,0.00038237276,0.08889768,0.0031534168,0.00138271,0.00040919599,0.00025982337,0.0006321706,0.07996257],"genre_scores_gemma":[0.92634946,0.00003599046,0.056600407,0.0034393708,0.0002122853,6.090528e-7,0.00012574223,0.000008385278,0.013227731],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999365,0.000051933028,0.00012572634,0.00012666047,0.00013349869,0.00019723023],"domain_scores_gemma":[0.99962425,0.00010670408,0.000038346592,0.000165,0.000023031609,0.00004264515],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021855273,0.00008957047,0.000091804046,0.000038880535,0.00022633225,0.00006206778,0.00015753103,0.0000352293,0.007416665],"category_scores_gemma":[0.000020466565,0.0000617014,0.000018356019,0.00016257666,0.00009991038,0.00014013612,0.0000040581563,0.00011939717,0.0015585431],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024454868,0.000015257815,0.00055563974,0.000008533627,0.00000847305,0.000007703088,0.00036883654,0.002002419,0.00007573507,0.00011611846,0.10564215,0.8911747],"study_design_scores_gemma":[0.00025764795,0.00006396358,0.0008658225,0.000024001418,0.000022387538,0.000018742801,0.000024423487,0.8639361,0.0008075658,0.0023387596,0.13148847,0.00015206034],"about_ca_topic_score_codex":0.00085252384,"about_ca_topic_score_gemma":0.0000055341147,"teacher_disagreement_score":0.8910226,"about_ca_system_score_codex":0.000006683851,"about_ca_system_score_gemma":0.000024016765,"threshold_uncertainty_score":0.9992189},"labels":[],"label_agreement":null},{"id":"W1970180363","doi":"10.1785/0120110162","title":"Wave-Field Decomposition of Ocean Bottom Seismograms","year":2012,"lang":"en","type":"article","venue":"Bulletin of the Seismological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Geology; Seismogram; Ocean bottom; Seismology; Field (mathematics); Decomposition; Mathematics","score_opus":0.014601575524033652,"score_gpt":0.2244053160267223,"score_spread":0.20980374050268866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970180363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8829951,0.0014263586,0.009699666,0.09559671,0.00051906786,0.00042914698,0.000080893486,0.00015139281,0.009101645],"genre_scores_gemma":[0.9382622,0.00014531314,0.03275092,0.028568821,0.000039635317,3.03901e-7,0.000011855109,0.0000026004768,0.00021830028],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989527,0.0001222181,0.0002950164,0.0001256991,0.00026137277,0.00024302106],"domain_scores_gemma":[0.9990728,0.0002873278,0.0003097326,0.00021554033,0.00004876063,0.00006582509],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033704072,0.00011020626,0.00026663602,0.000014091955,0.00008367341,0.000004091148,0.00029548892,0.000110908004,0.0017917036],"category_scores_gemma":[0.000062769344,0.00006847142,0.00037159468,0.00015672667,0.0005204276,0.0000259971,0.000050891947,0.00019181665,0.000014698552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007103612,0.00019324168,0.1146575,0.00006776471,0.00006109815,2.987315e-7,0.0005297026,0.00009170855,0.00019087447,0.00004430878,0.7745046,0.109587885],"study_design_scores_gemma":[0.00021619404,0.0005711679,0.065830134,0.000068488414,0.000045255027,0.000016092708,0.000936082,0.0027041961,0.01976354,0.0008128422,0.90885353,0.0001824998],"about_ca_topic_score_codex":0.015125609,"about_ca_topic_score_gemma":3.085292e-8,"teacher_disagreement_score":0.13434893,"about_ca_system_score_codex":0.0000037397613,"about_ca_system_score_gemma":0.0000130855615,"threshold_uncertainty_score":0.9991208},"labels":[],"label_agreement":null},{"id":"W1970194968","doi":"10.3997/2214-4609.20140504","title":"In-Mine Seismic Imaging Revisited","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Geology; Seismology; Stress (linguistics); Stress field; Passive seismic; Seismic wave; Anisotropy; Mining engineering; Geophysics; Engineering; Structural engineering","score_opus":0.007226737102326517,"score_gpt":0.20615811565106335,"score_spread":0.19893137854873683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970194968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79854876,0.0003028144,0.00046660894,0.0066823303,0.00019145632,0.0001393079,0.00000361872,0.00033498846,0.19333011],"genre_scores_gemma":[0.9884509,0.000029063172,0.0012858179,0.009612386,0.00011315033,7.298555e-7,0.000007803055,0.0000033897134,0.0004967717],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992911,0.00000661356,0.00014069717,0.00020615441,0.00012798267,0.00022742308],"domain_scores_gemma":[0.9997745,0.000025672789,0.00004691163,0.00005499753,0.000039571994,0.000058359106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003920191,0.00009096285,0.00011342151,0.00015654221,0.00005762706,0.0000576452,0.00016055806,0.000025191492,0.000524468],"category_scores_gemma":[0.00009039289,0.00007940272,0.000025484807,0.00025626892,0.000041378407,0.00039298134,0.000010015907,0.00012368125,0.0002564004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001156353,0.000007128833,0.76078165,0.000040622013,0.0000018085013,0.0000028490597,0.0002357702,0.0000096380145,0.00032572474,0.00028159606,0.10095456,0.1373471],"study_design_scores_gemma":[0.0003293809,0.000050799386,0.062111884,0.00010752891,0.000006949284,0.000048635447,0.0001617729,0.4393845,0.0040185126,0.008892887,0.48459572,0.00029145187],"about_ca_topic_score_codex":0.0011946469,"about_ca_topic_score_gemma":0.0000015496898,"teacher_disagreement_score":0.69866973,"about_ca_system_score_codex":0.0000045683437,"about_ca_system_score_gemma":0.0000064778887,"threshold_uncertainty_score":0.5742557},"labels":[],"label_agreement":null},{"id":"W1970212439","doi":"10.1071/aseg2015ab018","title":"Randomized algorithms in exploration seismology Petroleum keynote paper","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Algorithm; Computer science; Inversion (geology); Compressed sensing; Process (computing); Field (mathematics); Data science; Data mining; Machine learning; Artificial intelligence; Industrial engineering; Geology; Mathematics; Seismology; Engineering","score_opus":0.03384231323038684,"score_gpt":0.25536188010026106,"score_spread":0.22151956686987423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970212439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8521793,0.0023950764,0.007554357,0.020933688,0.0033070962,0.0013721307,0.00007277216,0.0010615423,0.111124076],"genre_scores_gemma":[0.9923589,0.000089530695,0.0032080456,0.0034652606,0.000105030915,0.000006544009,0.00016092193,0.0000054186257,0.0006003007],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985008,0.00023079893,0.00038782004,0.00028419748,0.00027002965,0.00032634384],"domain_scores_gemma":[0.99923825,0.00020853677,0.0001288265,0.00020035787,0.000053993983,0.00017001564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014089965,0.00015747968,0.00032991558,0.00018445967,0.000051275554,0.000049971,0.00016856623,0.00011082026,0.0004034882],"category_scores_gemma":[0.00028871934,0.00012792226,0.000072308256,0.00014089016,0.00012923536,0.000744917,0.000010346322,0.00023501262,0.00053507334],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010533362,0.00013241007,0.0009891335,0.000015987145,0.000037934486,0.00036603285,0.0011401174,0.011334177,0.000022717499,0.0003177605,0.03296025,0.9421501],"study_design_scores_gemma":[0.19754548,0.0006036356,0.13913712,0.0001355807,0.000088018656,0.00028580526,0.002789657,0.2784395,0.0063374657,0.18043284,0.19265217,0.0015527266],"about_ca_topic_score_codex":0.008816889,"about_ca_topic_score_gemma":0.00013367562,"teacher_disagreement_score":0.9405974,"about_ca_system_score_codex":0.000012841479,"about_ca_system_score_gemma":0.00009280548,"threshold_uncertainty_score":0.9977835},"labels":[],"label_agreement":null},{"id":"W1970229759","doi":"10.1007/s00024-002-8736-5","title":"Geophysical Applications of Multidimensional Filtering with Wavelets","year":2002,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Wavelet; Filter (signal processing); Legendre wavelet; Gaussian; Physics; Geophysics; Geology; Computer science; Wavelet transform; Discrete wavelet transform; Artificial intelligence; Computer vision","score_opus":0.008481513540830031,"score_gpt":0.17652436413218672,"score_spread":0.16804285059135668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970229759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9719938,0.00018203515,0.004965462,0.00030770613,0.000027623855,0.00030956382,0.000056899902,0.000120737175,0.022036197],"genre_scores_gemma":[0.99368584,0.000031878615,0.0056635602,0.00036395327,0.000066629495,0.000005648373,0.000031443007,0.000003275698,0.0001477501],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994581,0.0000054663938,0.00009220847,0.00016953895,0.00013945483,0.00013525393],"domain_scores_gemma":[0.9997093,0.00004360834,0.0000484007,0.00012374106,0.000020844785,0.000054086682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028584314,0.000093405215,0.00012480588,0.00002832332,0.00009173643,0.00001069501,0.000066800945,0.000027919308,0.00017169265],"category_scores_gemma":[8.488025e-7,0.00007108558,0.000020866431,0.00012739579,0.000107601125,0.00005871948,0.000011039788,0.00008781477,0.00006401383],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040105173,0.00012535478,0.0053100823,0.00007874944,0.000040212915,0.0000030785882,0.00054452627,0.00017289259,0.0039987736,0.0060827434,0.003387263,0.9802162],"study_design_scores_gemma":[0.004235976,0.0013378011,0.23641922,0.00025634078,0.00031833528,0.00012268312,0.0012647435,0.22359152,0.16487941,0.054892052,0.30960807,0.003073845],"about_ca_topic_score_codex":0.00015915741,"about_ca_topic_score_gemma":0.0000022839201,"teacher_disagreement_score":0.9771424,"about_ca_system_score_codex":9.182473e-7,"about_ca_system_score_gemma":0.0000045770807,"threshold_uncertainty_score":0.2898786},"labels":[],"label_agreement":null},{"id":"W1970282267","doi":"10.1190/1.1587675","title":"Time-lapse well log analysis, fluid substitution, and AVO","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Substitution (logic); Geology; Computer science","score_opus":0.013154732659853107,"score_gpt":0.21598685207873228,"score_spread":0.20283211941887916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970282267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8254387,0.0025735626,0.0021421786,0.0015122927,0.00037337487,0.00016129078,0.000015040742,0.00029800428,0.16748558],"genre_scores_gemma":[0.991836,0.00011102019,0.00031553622,0.0014773402,0.000041308438,3.3941288e-7,0.000022088021,0.0000019531972,0.0061943983],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937534,0.00009566225,0.00009974627,0.0001555735,0.000097465294,0.0001762226],"domain_scores_gemma":[0.9996116,0.000097130476,0.00003314529,0.00018670494,0.000017706716,0.000053719723],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005115689,0.00008254133,0.00012040271,0.000099580546,0.00023875038,0.000048808302,0.00013354883,0.00003549798,0.0012969115],"category_scores_gemma":[0.000047569116,0.000054157073,0.00004593944,0.00034462643,0.00019700936,0.00010379981,0.000005205667,0.0001001342,0.0015705685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041263782,0.000041952022,0.34096554,0.00003078218,0.00040402368,0.000028074157,0.002133031,0.0028825854,0.0011873435,0.0047485125,0.61795676,0.029580114],"study_design_scores_gemma":[0.0002288783,0.00006241506,0.018458502,0.000019069515,0.00030047866,0.00005035476,0.00014951339,0.056464385,0.010220761,0.002995904,0.9107159,0.00033383447],"about_ca_topic_score_codex":0.0003188085,"about_ca_topic_score_gemma":0.000016798123,"teacher_disagreement_score":0.32250705,"about_ca_system_score_codex":0.0000035853348,"about_ca_system_score_gemma":0.00001621028,"threshold_uncertainty_score":0.999616},"labels":[],"label_agreement":null},{"id":"W1970436360","doi":"10.1190/1.2896620","title":"Emerging and future trends in seismic attributes","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":168,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Computer science","score_opus":0.023245977781802905,"score_gpt":0.2350246905708303,"score_spread":0.2117787127890274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970436360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96579677,0.0019864007,0.000083110914,0.013479879,0.00036066133,0.000042902342,0.00000831841,0.00014152091,0.018100409],"genre_scores_gemma":[0.9949893,0.0004372825,0.00017052147,0.0018114187,0.00023438483,3.61493e-7,0.00001604133,0.0000023670502,0.0023383538],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994871,0.00004124931,0.00008642858,0.00012381369,0.00007869254,0.00018273207],"domain_scores_gemma":[0.99977547,0.000053499625,0.000024437657,0.000108131055,0.000006434782,0.000032008946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020918358,0.00007376768,0.00009271271,0.00012146755,0.00019126938,0.000016373782,0.00012794712,0.00003271043,0.0002228921],"category_scores_gemma":[0.000006988438,0.00004857626,0.00002191354,0.00025296258,0.00009394046,0.00011312788,0.00000905586,0.00015489188,0.000084515166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009768345,0.000004793334,0.23114969,0.0000049659616,0.0000047915855,0.000022137885,0.0024366907,0.00008724972,0.000030434361,0.00004396778,0.13641831,0.6297872],"study_design_scores_gemma":[0.00021699136,0.000044000353,0.263627,0.000021756969,0.0000062364434,0.0001593781,0.00046656112,0.037573323,0.00070039474,0.00057280523,0.6964214,0.00019015845],"about_ca_topic_score_codex":0.00087262,"about_ca_topic_score_gemma":0.000028707429,"teacher_disagreement_score":0.629597,"about_ca_system_score_codex":0.0000034290692,"about_ca_system_score_gemma":0.0000071712366,"threshold_uncertainty_score":0.24405122},"labels":[],"label_agreement":null},{"id":"W1971016572","doi":"10.1190/1.2049347","title":"Analytic solution of ray-tracing equations for a linearly inhomogeneous and elliptically anisotropic velocity model","year":2005,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wavefront; Ray tracing (physics); Anisotropy; Physics; Optics; Elliptical polarization; Phase velocity; Mathematical analysis; Classical mechanics; Computational physics; Mathematics; Linear polarization","score_opus":0.019840806277071493,"score_gpt":0.23018524023765738,"score_spread":0.21034443396058589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971016572","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46741456,0.00010386235,0.5317049,0.00028824143,0.00003105304,0.00010658159,0.000047371952,0.000040919378,0.00026254365],"genre_scores_gemma":[0.9430043,0.000030967887,0.056413524,0.00031670023,0.000074214964,0.0000010221459,0.000037511512,0.000002339178,0.000119416334],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999467,0.000011652506,0.00014182799,0.0001309649,0.000101619524,0.000146912],"domain_scores_gemma":[0.9996551,0.00008111179,0.00005695127,0.00009633073,0.0000663294,0.000044170807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101709156,0.000068434165,0.000109742046,0.000040817515,0.000108811786,0.000019627354,0.000066659624,0.000036796973,0.000015859041],"category_scores_gemma":[0.000034689037,0.00006446134,0.000042122356,0.00008811924,0.00006495088,0.00014853635,0.000006898181,0.000055083732,0.000011963104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068747344,0.00008511334,0.0032133448,0.00010935017,0.000047524634,9.66099e-7,0.0011487772,0.2002278,0.0023401927,0.0017593094,0.0014336278,0.78956527],"study_design_scores_gemma":[0.00012577046,0.00007825612,0.0012863177,0.000010000217,0.00002465716,8.842104e-7,0.000021858781,0.9914566,0.0012086796,0.005523154,0.00018859746,0.00007519397],"about_ca_topic_score_codex":0.00050103886,"about_ca_topic_score_gemma":0.000032974327,"teacher_disagreement_score":0.79122883,"about_ca_system_score_codex":0.0000049326877,"about_ca_system_score_gemma":0.000045801124,"threshold_uncertainty_score":0.2628657},"labels":[],"label_agreement":null},{"id":"W1971793729","doi":"10.1117/12.872488","title":"Seismic imaging of transmission overhead line structure foundations","year":2011,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Inversion (geology); Computer science; Inverse scattering problem; Algorithm; Inverse problem; Transmission line; Minification; Logarithm; Overhead (engineering); Line search; Nonlinear system; Nonlinear programming; Mathematical optimization; Mathematics; Mathematical analysis; Geology; Physics; Seismology; Telecommunications","score_opus":0.014285011901559034,"score_gpt":0.21787886183097227,"score_spread":0.20359384992941323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971793729","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31655705,0.0014526349,0.67334735,0.0018061289,0.00021005934,0.0004870584,0.00022296976,0.0008253042,0.0050914465],"genre_scores_gemma":[0.9049242,0.00017325205,0.09231102,0.0021460643,0.000052468306,0.000005299362,0.00011134499,0.000015371596,0.00026097582],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983568,0.000096707794,0.00044023324,0.0003413981,0.0002983636,0.00046646004],"domain_scores_gemma":[0.9989211,0.00006589878,0.00020867307,0.000488344,0.000097737975,0.00021825434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033639814,0.00025335688,0.0002827797,0.00039836825,0.00021838605,0.000047593057,0.00045132,0.00014337551,0.0016581896],"category_scores_gemma":[0.000049712373,0.00022612979,0.00014602169,0.00042619865,0.0001659341,0.00046598646,0.000027103622,0.00032901525,0.000018929635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017192657,0.00012437376,0.53252316,0.000076599754,0.00004454997,0.000029758394,0.0012351985,0.0022491827,0.0051490758,0.0012034014,0.00782898,0.4493638],"study_design_scores_gemma":[0.00037849508,0.00017726739,0.17292233,0.0001028917,0.000048256115,0.00012689285,0.00021245974,0.7159855,0.088156134,0.013460383,0.008001944,0.0004274568],"about_ca_topic_score_codex":0.06593232,"about_ca_topic_score_gemma":0.0005912662,"teacher_disagreement_score":0.7137363,"about_ca_system_score_codex":0.000030793923,"about_ca_system_score_gemma":0.00014638827,"threshold_uncertainty_score":0.9992544},"labels":[],"label_agreement":null},{"id":"W1972127931","doi":"10.1190/1.3513462","title":"Frequency‐Domain Finite‐Difference Acoustic Modeling with Free Surface Topography using Embedded Boundary Method","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solver; Boundary (topology); Gaussian; Free surface; Frequency domain; Domain (mathematical analysis); Projection (relational algebra); Finite difference method; Surface (topology); Computer science; Algorithm; Mathematics; Physics; Mathematical optimization; Mathematical analysis; Geometry","score_opus":0.019342821688482607,"score_gpt":0.24449103149643264,"score_spread":0.22514820980795003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972127931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.514261,0.00006658757,0.47895828,0.00016210348,0.00018625964,0.000095014715,0.00002542669,0.0002177241,0.006027618],"genre_scores_gemma":[0.5254779,0.000007828497,0.47367612,0.00072146714,0.000034611952,3.173771e-7,0.000015894784,0.000005090808,0.0000608007],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985491,0.00009116552,0.00022355569,0.00039440396,0.00033222808,0.00040953487],"domain_scores_gemma":[0.9989434,0.0002287505,0.00007057978,0.0005134373,0.00008488169,0.00015898106],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052265025,0.0002299164,0.00022844036,0.00014304435,0.00034505114,0.00015680258,0.00047303978,0.000117572316,0.001598773],"category_scores_gemma":[0.000065234686,0.00016092644,0.000072119714,0.0003628888,0.00016824697,0.00028952808,0.000024145333,0.00046603914,0.00002288198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003028944,0.00020315731,0.37245303,0.0002179239,0.00028734005,0.00022811271,0.0037344508,0.37741765,0.1677734,0.0026706504,0.006440299,0.06827111],"study_design_scores_gemma":[0.00022670363,0.000075056414,0.00062258483,0.000026927488,0.000025001911,0.00004722662,0.0004624463,0.9633753,0.001995731,0.03269196,0.00014184504,0.000309268],"about_ca_topic_score_codex":0.014851784,"about_ca_topic_score_gemma":0.0010774407,"teacher_disagreement_score":0.5859576,"about_ca_system_score_codex":0.000003844781,"about_ca_system_score_gemma":0.00013204414,"threshold_uncertainty_score":0.9993139},"labels":[],"label_agreement":null},{"id":"W1972204475","doi":"10.1190/1.1818117","title":"Optimal seismic imaging with curvelets","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Computer science; Geophysical imaging; Artificial intelligence; Geology; Seismology","score_opus":0.008573089889169067,"score_gpt":0.1975501883520255,"score_spread":0.18897709846285643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972204475","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39160115,0.0003577055,0.0459691,0.0014063998,0.00020868308,0.00014524393,0.000008202076,0.000576788,0.5597268],"genre_scores_gemma":[0.9695583,0.0000116109595,0.024518576,0.0041020233,0.000014345686,3.4475116e-7,0.000010620468,0.0000027892208,0.0017813689],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935734,0.000037432754,0.00007979702,0.00017152457,0.00013310967,0.00022079947],"domain_scores_gemma":[0.9997243,0.00003015533,0.000024076951,0.00012677506,0.000022784952,0.00007188615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001738093,0.00008989403,0.000075968885,0.000058832273,0.00009952673,0.000046211975,0.00009617064,0.000015786254,0.0038644029],"category_scores_gemma":[0.000012929595,0.000060861403,0.000021655978,0.00012482645,0.00006548866,0.00020243844,0.0000023049352,0.00008335787,0.00032953778],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027833754,0.00002239732,0.72993284,0.000010976035,0.000017069417,0.000076777585,0.00015805622,0.0039087855,0.00004055861,0.0006237858,0.11732118,0.14785975],"study_design_scores_gemma":[0.0005750442,0.00015848284,0.019162333,0.000030025463,0.000015580437,0.0004477897,0.0007500916,0.26109436,0.013815566,0.0008479857,0.7025512,0.00055155787],"about_ca_topic_score_codex":0.0016950336,"about_ca_topic_score_gemma":0.00001062543,"teacher_disagreement_score":0.7107705,"about_ca_system_score_codex":0.000002185956,"about_ca_system_score_gemma":0.00003446029,"threshold_uncertainty_score":0.9970462},"labels":[],"label_agreement":null},{"id":"W1972659562","doi":"10.1190/1.1815683","title":"Estimation and interpretation of P and S impedance volumes from simultaneous inversion of P‐wave offset seismic data","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; MRF Geosystems (Canada)","funders":"","keywords":"Inversion (geology); Geology; Seismic inversion; Offset (computer science); Electrical impedance; Seismology; Acoustics; Computer science; Optics; Physics; Electrical engineering; Azimuth; Engineering","score_opus":0.01424348208567253,"score_gpt":0.22632835592525674,"score_spread":0.21208487383958421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972659562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99436325,0.00037119974,0.003977481,0.0001736828,0.000022434564,0.00006514955,0.00021080824,0.000028715804,0.0007872954],"genre_scores_gemma":[0.9907671,0.00036884434,0.008065749,0.00028083558,0.000006045751,6.9278734e-8,0.00038502627,0.0000013385117,0.00012498576],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994779,0.00003169117,0.0001604216,0.00016855886,0.00010007886,0.00006130554],"domain_scores_gemma":[0.9995105,0.00019725568,0.00006801341,0.0001737099,0.00001939986,0.00003109185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010995458,0.000060782117,0.00011393179,0.0000444294,0.00003081805,0.000012148474,0.00009157151,0.00003465916,0.0003433579],"category_scores_gemma":[0.000053988875,0.000050967665,0.000008795444,0.000056986402,0.0001120779,0.00031447323,0.000016759588,0.000040298313,0.00000702261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004217543,0.0000036650772,0.0036340703,0.000015428526,0.0000047976428,6.873276e-7,0.00025342187,0.0011012054,0.00007095604,0.0000014412832,0.001229428,0.99364275],"study_design_scores_gemma":[0.00012028248,0.00006883873,0.00078737136,0.000045346827,0.000013689879,0.0000039404763,0.00013312983,0.99536896,0.001946072,0.00089276175,0.00056323264,0.0000563654],"about_ca_topic_score_codex":0.0078667775,"about_ca_topic_score_gemma":0.00005205863,"teacher_disagreement_score":0.99426776,"about_ca_system_score_codex":0.0000011975951,"about_ca_system_score_gemma":0.0000114128425,"threshold_uncertainty_score":0.9987399},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W1972758137","doi":"10.1093/gji/ggu194","title":"Microseismic source imaging in a compressed domain","year":2014,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Compressed sensing; Waveform; Time domain; Computer science; Amplitude; Noise (video); Frequency domain; SIGNAL (programming language); Acoustics; Inverse problem; Signal processing; Operator (biology); Geology; Seismology; Algorithm; Artificial intelligence; Computer vision; Mathematics; Physics; Telecommunications; Optics; Mathematical analysis","score_opus":0.00512112630269888,"score_gpt":0.20815289613365234,"score_spread":0.20303176983095347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972758137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9321818,0.00007295473,0.037850257,0.007767865,0.0011459868,0.000060315986,0.000012563242,0.00008459256,0.020823676],"genre_scores_gemma":[0.99260956,0.000010646039,0.0020707326,0.004415765,0.0005043292,3.2774471e-7,0.000020937661,0.000003486503,0.0003642296],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990512,0.000086923676,0.00021342082,0.00014910728,0.00028284034,0.00021649364],"domain_scores_gemma":[0.99959224,0.000102563616,0.00008776389,0.00007798774,0.00005061304,0.00008883886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030712213,0.00009571016,0.00011348455,0.00015368454,0.000093034665,0.00014757371,0.0003626506,0.000023251134,0.000638338],"category_scores_gemma":[0.000036601457,0.00008137024,0.00007667496,0.00008434954,0.00007404884,0.00026272444,0.000018777322,0.0003062883,0.00025944455],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001076343,0.000108811066,0.26904696,0.0000052290643,0.00002445211,0.00006459081,0.00044090895,0.0020109834,0.0029988466,0.0006635009,0.05936269,0.66516536],"study_design_scores_gemma":[0.000881709,0.00005085345,0.1927971,0.0000740478,0.0000042699794,0.000300191,0.00016177364,0.39540994,0.00083077076,0.032471582,0.37677452,0.00024324836],"about_ca_topic_score_codex":0.0011502786,"about_ca_topic_score_gemma":0.000009504009,"teacher_disagreement_score":0.6649221,"about_ca_system_score_codex":0.000013446259,"about_ca_system_score_gemma":0.000019127609,"threshold_uncertainty_score":0.69893533},"labels":[],"label_agreement":null},{"id":"W1972898545","doi":"10.3997/2214-4609.20141433","title":"Locating Microseismicity from Surface Monitoring Arrays Using Grid Search and Hypocenter Inversion - A Case Study","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hypocenter; Grid; Seismogram; Microseism; Hyperparameter optimization; Workflow; Algorithm; Inversion (geology); Real-time computing; Nonlinear system; Residual; Geology; Computer science; Grid cell; Seismology; Geodesy; Artificial intelligence; Induced seismicity; Tectonics","score_opus":0.03439258099468533,"score_gpt":0.2511274466850828,"score_spread":0.21673486569039746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972898545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99863166,0.00010550319,0.0003431843,0.000087024855,0.00021620745,0.0001800417,0.000009136134,0.00013266086,0.0002946072],"genre_scores_gemma":[0.9911313,0.000011415163,0.008353772,0.00025683347,0.00021731204,2.7878878e-7,0.0000048592833,0.0000068063596,0.00001740682],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989235,0.000028639764,0.00017391126,0.00037530053,0.00021521757,0.0002834334],"domain_scores_gemma":[0.9995873,0.000062533094,0.000058675887,0.00007899524,0.00008485728,0.00012764851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005287011,0.00015151198,0.00016199781,0.0000730504,0.00040293622,0.00018771757,0.0001361797,0.000051575753,0.000036315963],"category_scores_gemma":[0.000044884626,0.00013738745,0.00002452278,0.00015947237,0.00007574595,0.00039986218,0.00005223572,0.00022326951,0.000016067148],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000140789725,0.000019419173,0.9792699,0.000022436845,0.000008141246,0.000024615481,0.003385424,0.00008414288,0.0031976732,2.8108218e-7,0.00025657215,0.013717297],"study_design_scores_gemma":[0.0008233534,0.00030747853,0.033560626,0.00016727595,0.000059075304,0.0003650058,0.03641025,0.86865145,0.05820778,0.00014413602,0.0007951819,0.0005083954],"about_ca_topic_score_codex":0.07804612,"about_ca_topic_score_gemma":0.000015343914,"teacher_disagreement_score":0.9457093,"about_ca_system_score_codex":0.0000129330265,"about_ca_system_score_gemma":0.000013372658,"threshold_uncertainty_score":0.92809325},"labels":[],"label_agreement":null},{"id":"W1973159181","doi":"10.1190/1.1845335","title":"Elastic wave‐equation migration of HTI seismic data","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology; Seismic migration; Wave equation; Geophysics; Mathematical analysis; Mathematics","score_opus":0.05158979766678457,"score_gpt":0.23519667918238266,"score_spread":0.1836068815155981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973159181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68627155,0.0001504137,0.29374668,0.0035397091,0.00029375774,0.00016996324,0.00009919564,0.00023002831,0.015498682],"genre_scores_gemma":[0.98873377,0.00004017786,0.009522984,0.0009624877,0.000028682874,1.2181866e-7,0.00050235406,0.0000012079963,0.0002082147],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994733,0.0000164907,0.00013641604,0.00014241174,0.00014225012,0.00008917036],"domain_scores_gemma":[0.9996048,0.00003667662,0.0000503933,0.00025365193,0.000025165895,0.000029313558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017432918,0.000052286472,0.00006569728,0.00006342646,0.000041271862,0.000014636025,0.00016152485,0.000028492821,0.0007162713],"category_scores_gemma":[0.000041927724,0.00004126481,0.000014431161,0.00011326878,0.00003905393,0.00032958164,0.00001050968,0.000043595235,0.00016689628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007044958,0.00010777533,0.06990988,0.000089482135,0.000042343487,0.000010758345,0.0007912211,0.025245093,0.0021569466,0.0017042134,0.089823596,0.8100482],"study_design_scores_gemma":[0.00020663264,0.00009516802,0.015391463,0.000025375808,0.000012413307,0.000008853535,0.00012758718,0.9552249,0.010621765,0.0060020513,0.012180471,0.00010332006],"about_ca_topic_score_codex":0.014352303,"about_ca_topic_score_gemma":0.00020925088,"teacher_disagreement_score":0.9299798,"about_ca_system_score_codex":0.0000029053042,"about_ca_system_score_gemma":0.00003997589,"threshold_uncertainty_score":0.9922112},"labels":[],"label_agreement":null},{"id":"W1973439994","doi":"10.1190/1.2369759","title":"3D inversion of time domain data with application to San Nicolas","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Inversion (geology); Geology; Seismology","score_opus":0.008334932535124028,"score_gpt":0.20312096076246433,"score_spread":0.1947860282273403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973439994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5815282,0.00009335715,0.09255364,0.002994547,0.00006733625,0.0007147467,0.00023546386,0.000442933,0.32136983],"genre_scores_gemma":[0.9404854,0.0000029857745,0.056672815,0.0011133268,0.000033468394,5.3053515e-7,0.00058291876,0.0000021652702,0.0011063934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994457,0.00001751072,0.00010063222,0.00018586725,0.00015011508,0.000100204044],"domain_scores_gemma":[0.9995138,0.00002673863,0.000039057177,0.00035985024,0.000020645739,0.000039928127],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016723295,0.0000566418,0.00007534488,0.000064220294,0.000052494255,0.000012197106,0.00027837235,0.000023753972,0.0010451643],"category_scores_gemma":[0.000003793865,0.000040196595,0.000008155925,0.0001789956,0.00003938295,0.00016032296,0.000022223645,0.000032883916,0.0003981061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008595417,0.000037498638,0.1663827,0.000015954065,0.0000075820644,0.0000017396079,0.000050849474,0.00058447,0.0024460063,0.00015248664,0.69597644,0.13425833],"study_design_scores_gemma":[0.00045376882,0.00041542642,0.042176187,0.00004341934,0.00002067746,0.000010736,0.00014794235,0.30499944,0.023075901,0.0019428869,0.62635416,0.00035943984],"about_ca_topic_score_codex":0.017444255,"about_ca_topic_score_gemma":0.00042920787,"teacher_disagreement_score":0.35895723,"about_ca_system_score_codex":0.0000022791955,"about_ca_system_score_gemma":0.000015102967,"threshold_uncertainty_score":0.99986804},"labels":[],"label_agreement":null},{"id":"W1973456741","doi":"10.1190/1.1816155","title":"Three‐dimensional texture attributes for seismic data analysis","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Geology; Texture (cosmology); Azimuth; Seismic attribute; Reef; Fault (geology); Seismology; Interpretation (philosophy); Reservoir modeling; Carbonate; Remote sensing; Computer science; Artificial intelligence; Geotechnical engineering; Image (mathematics); Geometry","score_opus":0.03527824343332638,"score_gpt":0.2481332056625317,"score_spread":0.2128549622292053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973456741","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3598586,0.004161044,0.51605636,0.0382793,0.0007904922,0.0016496493,0.0120468605,0.002418286,0.064739406],"genre_scores_gemma":[0.9386053,0.000041880918,0.03520544,0.011802775,0.00014701602,0.0000013421902,0.0077581573,0.0000042893494,0.006433805],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991118,0.000014015011,0.00014155883,0.0003491835,0.00016440534,0.00021908678],"domain_scores_gemma":[0.9992414,0.00013335866,0.000026247517,0.0004957115,0.00002916035,0.000074093936],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028369582,0.000101197315,0.00015803847,0.00010115908,0.00015960356,0.000046144658,0.00043716843,0.000053430704,0.02752347],"category_scores_gemma":[0.000018179255,0.00007313554,0.000083452054,0.0003654675,0.00005145376,0.0002447793,0.0000142982135,0.00007012571,0.0003738732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025707492,0.000010214882,0.043984048,0.0000034150005,0.000118625154,0.0000016448512,0.0000068604336,0.0033697595,0.0000022033291,0.00001527956,0.5457688,0.40669343],"study_design_scores_gemma":[0.00008942617,0.00002725243,0.012506924,0.0000022444688,0.00010476657,0.000003251545,0.000006410304,0.74669886,0.0000704453,0.0012590187,0.23913175,0.00009966873],"about_ca_topic_score_codex":0.0066528697,"about_ca_topic_score_gemma":0.00052953395,"teacher_disagreement_score":0.7433291,"about_ca_system_score_codex":0.0000018214563,"about_ca_system_score_gemma":0.000026614665,"threshold_uncertainty_score":0.9999619},"labels":[],"label_agreement":null},{"id":"W1973785183","doi":"10.2118/126029-ms","title":"Application of Chemical Tracers in IOR: A Case History","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"","keywords":"Petroleum engineering; TRACER; Fluid dynamics; Geology; Flood myth; Permeability (electromagnetism); Water injection (oil production); Petrology; Mechanics; Chemistry","score_opus":0.023173702578812138,"score_gpt":0.21267815887048178,"score_spread":0.18950445629166965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973785183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919187,0.00008263546,0.0014005777,0.00019876986,0.000041821935,0.00014390239,0.000016688067,0.000091543625,0.0061053564],"genre_scores_gemma":[0.9980969,0.000021247008,0.0016919604,0.00011047433,0.000018580113,0.00000582713,0.00004234007,0.0000019784911,0.000010701538],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99930274,0.000019347906,0.00020548471,0.00021245134,0.00011665291,0.0001433135],"domain_scores_gemma":[0.999612,0.00005394429,0.00006932429,0.00014595244,0.00004251455,0.000076309094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017171836,0.00008478262,0.00013279651,0.00010579798,0.000024455618,0.000007849285,0.00008575856,0.000115555624,0.00025731555],"category_scores_gemma":[0.000044691158,0.000077276214,0.000029221253,0.00012724737,0.00021448982,0.00013314502,0.000009653101,0.00029561692,0.000009040998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013079039,0.00015257731,0.2712978,0.0000887339,0.000005233281,0.0001347441,0.00082882977,0.00001104369,0.07534585,0.0018530418,0.00451087,0.64564043],"study_design_scores_gemma":[0.003578219,0.0013441663,0.46781015,0.00026215002,0.00013904022,0.0038126549,0.001411535,0.275374,0.055969533,0.026030924,0.16169474,0.0025729],"about_ca_topic_score_codex":0.0022523631,"about_ca_topic_score_gemma":0.0009421484,"teacher_disagreement_score":0.64306754,"about_ca_system_score_codex":0.000009391441,"about_ca_system_score_gemma":0.000043131007,"threshold_uncertainty_score":0.34049144},"labels":[],"label_agreement":null},{"id":"W1974653316","doi":"10.1190/1.2542444","title":"Developing new 3D seismic fracture interpretation methods for tight gas reservoirs","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GeoSpectrum Technologies (Canada)","funders":"","keywords":"Tight gas; Interpretation (philosophy); Petroleum engineering; Geology; Fracture (geology); Shale gas; Mining engineering; Seismology; Hydraulic fracturing; Geotechnical engineering; Computer science; Paleontology","score_opus":0.0397466758316826,"score_gpt":0.33817516985215557,"score_spread":0.29842849402047295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974653316","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056791655,0.0005007118,0.9774127,0.00861921,0.0005677538,0.00019064982,0.0000023583814,0.00017049015,0.006856957],"genre_scores_gemma":[0.40273094,0.00006921195,0.5686363,0.022134999,0.0005542715,0.0000017923518,0.000069380614,0.00001323929,0.0057898653],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991742,0.000083461695,0.00018187884,0.00017767306,0.00009556299,0.0002872557],"domain_scores_gemma":[0.9988832,0.000757896,0.000082015635,0.00017732405,0.000036704718,0.00006287059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017140232,0.00010968589,0.00012451931,0.000098629025,0.00023884923,0.00006135667,0.00030863448,0.000070778755,0.00012292239],"category_scores_gemma":[0.00019685787,0.00007286753,0.000055044817,0.00018032077,0.000053341657,0.00017833534,0.000011669746,0.00018882105,0.00012920746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057058496,0.000001617883,0.00091677805,0.000015778627,0.000012812766,9.580754e-7,0.001793073,0.0004405382,0.00011429524,0.000100905534,0.12267352,0.87387264],"study_design_scores_gemma":[0.00012677202,0.000046286783,0.0011550776,0.000069981055,0.00001689696,0.000012555195,0.00021488935,0.1426181,0.018637193,0.015079968,0.821863,0.00015926686],"about_ca_topic_score_codex":0.00081771595,"about_ca_topic_score_gemma":0.00003901809,"teacher_disagreement_score":0.8737134,"about_ca_system_score_codex":0.000018066774,"about_ca_system_score_gemma":0.000060683586,"threshold_uncertainty_score":0.2971452},"labels":[],"label_agreement":null},{"id":"W1974721440","doi":"10.1520/gtj100552","title":"Characterization of Glyben for Seismic Applications","year":2007,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Geology; Geotechnical engineering; Characterization (materials science); Seismology; Materials science","score_opus":0.029168521840664225,"score_gpt":0.25469855221792626,"score_spread":0.22553003037726202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974721440","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15826318,0.000036305584,0.84000176,0.0003396925,0.00008675367,0.0001964172,0.000023369896,0.00012322834,0.0009293019],"genre_scores_gemma":[0.9542913,0.000012004523,0.0448352,0.00053444505,0.00023414717,0.0000014135368,0.000035116667,0.000003754357,0.00005262775],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918365,0.0000152485345,0.0003322303,0.00010866743,0.00014865109,0.00021157494],"domain_scores_gemma":[0.9991269,0.00030812854,0.00022260283,0.00010182102,0.00015224126,0.00008830505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011208061,0.000068553774,0.00011149291,0.000110652785,0.00018883384,0.000026677299,0.0001911369,0.00006559907,0.000065895845],"category_scores_gemma":[0.00027220923,0.00005858292,0.000056960067,0.00024335034,0.00008453209,0.00011380313,0.0000074290074,0.0001913538,0.000009129326],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029328732,0.000024964129,0.011718526,0.000022942118,0.000008023176,0.0000025187503,0.000020230902,0.000554931,0.023668325,0.00009079517,0.0005946122,0.9632648],"study_design_scores_gemma":[0.0011481218,0.0010583061,0.19674289,0.0003269045,0.000094658026,0.001253496,0.00013801815,0.39489597,0.08877269,0.036702283,0.27813572,0.00073093537],"about_ca_topic_score_codex":0.000060933155,"about_ca_topic_score_gemma":6.967829e-7,"teacher_disagreement_score":0.9625339,"about_ca_system_score_codex":0.0000059047006,"about_ca_system_score_gemma":0.00004104454,"threshold_uncertainty_score":0.23889421},"labels":[],"label_agreement":null},{"id":"W1974730941","doi":"10.2118/162309-ms","title":"Joint AVO Inversion for Time-Lapse Elastic Reservoir Properties","year":2012,"lang":"en","type":"article","venue":"Abu Dhabi International Petroleum Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Inversion (geology); Wavelet; Seismic survey; Geology; Seismic inversion; Seismology; Geodesy; Algorithm; Computer science; Mathematics; Geometry; Tectonics; Artificial intelligence","score_opus":0.03111519084456808,"score_gpt":0.2246992588830137,"score_spread":0.19358406803844563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974730941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803678,0.00021180787,0.0020222887,0.0028196024,0.00056489406,0.00015552975,0.00007368207,0.00011539231,0.013668998],"genre_scores_gemma":[0.9962862,0.0001181068,0.0006747116,0.0009892583,0.00027967672,0.000008897908,0.00032590024,0.0000045234647,0.0013126958],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990818,0.000038875023,0.000192127,0.00019891659,0.00023707478,0.00025122016],"domain_scores_gemma":[0.99952143,0.000060660732,0.00008207071,0.00009432397,0.00012998172,0.000111525274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030407967,0.00012811067,0.0001259171,0.00014274954,0.00016998818,0.00009704174,0.0001255603,0.00006673429,0.0012273546],"category_scores_gemma":[0.00008896151,0.000105220905,0.000056011555,0.000043234104,0.000102320075,0.0007888665,0.000022865564,0.0001069424,0.00026605444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018411359,0.00050399214,0.34635645,0.00047312965,0.00031166064,0.000012370349,0.0042815637,0.0016494036,0.054074842,0.008566876,0.4429036,0.13902497],"study_design_scores_gemma":[0.0016660021,0.0006976675,0.0566386,0.00054231274,0.00006966398,0.00007169325,0.0013614063,0.7691213,0.033576284,0.008658099,0.126782,0.00081500656],"about_ca_topic_score_codex":0.00054017926,"about_ca_topic_score_gemma":0.000012632326,"teacher_disagreement_score":0.76747185,"about_ca_system_score_codex":0.000015622645,"about_ca_system_score_gemma":0.000029535213,"threshold_uncertainty_score":0.99968565},"labels":[],"label_agreement":null},{"id":"W1974765125","doi":"10.1190/1.1816972","title":"Turning rays or velocity anisotropy? An adventure in VSP traveltime inversion","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Inversion (geology); Anisotropy; Seismology; Geophysics; Optics; Physics","score_opus":0.025454049575027213,"score_gpt":0.22066237636173033,"score_spread":0.19520832678670313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974765125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95629746,0.0002886254,0.0013456992,0.0014125422,0.00030588475,0.00022365167,0.000020461248,0.00048581485,0.03961988],"genre_scores_gemma":[0.9857168,0.00010422648,0.008675144,0.0028029063,0.00005165172,4.0718015e-7,0.000043653574,0.0000035302965,0.0026016454],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990582,0.00007928577,0.00016097211,0.00025024332,0.00018596674,0.0002653213],"domain_scores_gemma":[0.9996199,0.00004745177,0.0000404968,0.00015770012,0.000016568678,0.00011788468],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019578228,0.00012183039,0.00013493659,0.00013289115,0.00011598433,0.000040963416,0.0002062364,0.00008910957,0.022546224],"category_scores_gemma":[0.000032315507,0.000087041844,0.000036352118,0.00025601962,0.000052466195,0.00043986324,0.000009633936,0.00020329717,0.00040948513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014266651,0.00013154779,0.12751363,0.000032108157,0.000011675607,0.00015097055,0.0026327393,0.00048754635,0.00062073825,0.00007146081,0.14444554,0.72375935],"study_design_scores_gemma":[0.00066446036,0.000400443,0.03995096,0.000045686473,0.0000075695007,0.0000338503,0.0011575483,0.90976286,0.00498539,0.00058557594,0.042033087,0.0003725715],"about_ca_topic_score_codex":0.00509831,"about_ca_topic_score_gemma":0.00019442622,"teacher_disagreement_score":0.9092753,"about_ca_system_score_codex":0.000009267106,"about_ca_system_score_gemma":0.000013501506,"threshold_uncertainty_score":0.9783473},"labels":[],"label_agreement":null},{"id":"W1974801426","doi":"10.1088/1742-2132/8/4/004","title":"Did you smooth your well logs the right way for seismic interpretation?","year":2011,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Geological Survey of Canada","funders":"","keywords":"Synthetic seismogram; Seismic to simulation; Seismogram; Geology; Smoothing; Seismic trace; Seismic inversion; Wavelet; Seismology; Acoustic impedance; Borehole; Scale (ratio); Geophone; Algorithm; Statistics; Electrical impedance; Computer science; Mathematics; Geotechnical engineering; Engineering; Artificial intelligence; Geometry","score_opus":0.009755766970957562,"score_gpt":0.186929020898182,"score_spread":0.17717325392722444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974801426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9350516,0.0005414291,0.061029978,0.00037405634,0.0007661724,0.000092125105,0.000009062369,0.00003136425,0.0021041774],"genre_scores_gemma":[0.99737966,0.00008814671,0.0020409778,0.00027822988,0.00014121878,3.172391e-7,0.0000018980307,0.0000034427933,0.000066120236],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995942,0.000006766714,0.00015114389,0.00005755434,0.00007879408,0.000111508954],"domain_scores_gemma":[0.9997128,0.00005079409,0.00008892773,0.00006017599,0.00004205956,0.000045199427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015761118,0.000071708346,0.00010365335,0.00004967468,0.00006670184,0.000029793828,0.0001222238,0.000021663329,0.000041117404],"category_scores_gemma":[0.000010349782,0.000044004108,0.000055133005,0.000053013333,0.000018676297,0.00017994181,0.000005548876,0.00011986747,0.000004402274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005433261,0.00018545837,0.018295733,0.00039879928,0.00054091524,0.00007190934,0.017955389,0.05176509,0.0019798267,0.003025387,0.033044275,0.8721939],"study_design_scores_gemma":[0.00047641227,0.00053030637,0.035261404,0.00010935797,0.00007235352,0.000076570446,0.00050121295,0.88819337,0.0021738848,0.008322571,0.0640406,0.00024194339],"about_ca_topic_score_codex":0.00019295771,"about_ca_topic_score_gemma":0.0000010321089,"teacher_disagreement_score":0.87195194,"about_ca_system_score_codex":0.0000023905536,"about_ca_system_score_gemma":0.000008158796,"threshold_uncertainty_score":0.17944355},"labels":[],"label_agreement":null},{"id":"W1974879461","doi":"10.1080/10916466.2010.492372","title":"Pore-Space Microstructure and Clay Content Effect on the Elastic Properties of Sandstones","year":2012,"lang":"en","type":"article","venue":"Petroleum Science and Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia; China University of Petroleum, Beijing","keywords":"Porosity; Elastic modulus; Isotropy; Shear (geology); Characterisation of pore space in soil; Shear modulus; Geology; Mineralogy; Water content; Bulk modulus; Composite material; Materials science; Geotechnical engineering","score_opus":0.01357419560142371,"score_gpt":0.19776891686308037,"score_spread":0.18419472126165667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974879461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992504,0.0020800994,0.000012015318,0.0044039274,0.00012797967,0.000085953136,0.000004658844,0.00006266794,0.0007187195],"genre_scores_gemma":[0.99935836,0.00007880288,0.000081021644,0.00040865218,0.000015341533,0.0000018783919,7.4163984e-7,0.0000015636502,0.00005364758],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922705,0.000025276056,0.000094649666,0.00017661338,0.00019277981,0.00028362608],"domain_scores_gemma":[0.9996017,0.00007384391,0.000059414033,0.00016167422,0.00004950202,0.00005384566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006176287,0.000098985685,0.0001362154,0.0002328576,0.0002742702,0.000029362433,0.00022420437,0.00006148956,0.00002049006],"category_scores_gemma":[0.00023511406,0.000049527447,0.000012762533,0.00033087525,0.0022244428,0.00016280187,0.00003796243,0.00015225745,0.0000057172438],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005857595,0.000015563848,0.6385228,0.00004019854,0.00001078912,0.0000018693177,0.00035890692,0.0000031295901,0.29723385,0.0027732486,0.00066924194,0.06031184],"study_design_scores_gemma":[0.00023990605,0.00084395416,0.057370882,0.00007371498,0.000019087782,0.00017131574,0.00094194454,0.0023541618,0.9319028,0.0006932057,0.005209853,0.00017915193],"about_ca_topic_score_codex":0.00024592225,"about_ca_topic_score_gemma":0.0000036643514,"teacher_disagreement_score":0.634669,"about_ca_system_score_codex":0.0000039128504,"about_ca_system_score_gemma":0.000027412269,"threshold_uncertainty_score":0.8196052},"labels":[],"label_agreement":null},{"id":"W1974893412","doi":"10.1016/s0031-9201(99)00164-8","title":"The effect of small random crustal reflectors on the complexity of Pg and PmP coda","year":2000,"lang":"en","type":"article","venue":"Physics of The Earth and Planetary Interiors","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coda; Geology; Reflection (computer programming); Amplitude; Seismology; Scale (ratio); Seismic wave; Field (mathematics); Geodesy; Geophysics; Velocity gradient; Physics; Optics; Mechanics; Mathematics","score_opus":0.0175719009471087,"score_gpt":0.2060594790076071,"score_spread":0.1884875780604984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974893412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959518,0.00037992204,0.000005615548,0.00041943966,0.00009961732,0.00019714689,0.00015322115,0.00001040776,0.0027828435],"genre_scores_gemma":[0.9993608,0.00024200499,0.000040879826,0.0002095601,0.000026419926,4.047509e-7,0.000022294646,0.0000022469678,0.000095376425],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991701,0.00023498968,0.00019366982,0.00011563511,0.00014953833,0.00013605546],"domain_scores_gemma":[0.9988617,0.0007326335,0.0001265972,0.00023023119,0.000013603015,0.000035279154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036110208,0.000122022044,0.00022725493,0.000017406914,0.0001655582,0.000016658085,0.00025924324,0.000027715203,0.00021468851],"category_scores_gemma":[0.000025278217,0.000053855205,0.00007629283,0.0000806996,0.000914426,0.000043129156,0.000016818247,0.00015588234,0.0000050631656],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008003386,0.000053920343,0.33353862,0.00038892956,0.0004076252,0.0000040511313,0.0021588786,0.0012949375,0.0024571228,0.0004132128,0.005679198,0.64560014],"study_design_scores_gemma":[0.004040521,0.00657781,0.60271275,0.0009220408,0.0003108867,0.00006946479,0.0005801065,0.062421788,0.2853606,0.013550526,0.022682449,0.00077103695],"about_ca_topic_score_codex":0.004289399,"about_ca_topic_score_gemma":0.00016014594,"teacher_disagreement_score":0.6448291,"about_ca_system_score_codex":5.772027e-7,"about_ca_system_score_gemma":0.000010341276,"threshold_uncertainty_score":0.64843166},"labels":[],"label_agreement":null},{"id":"W1975048446","doi":"10.1190/tle32050538.1","title":"Going nodal—Regional 3D seismic acquisition in Cook Inlet, Alaska","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"U.S. Geological Survey","keywords":"Inlet; Data acquisition; Geology; Corporation; Work (physics); Seismology; Engineering; Computer science; Oceanography; Business; Operating system; Finance","score_opus":0.01667226964785189,"score_gpt":0.21976061125910593,"score_spread":0.20308834161125403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975048446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703933,0.0003981801,0.0014014153,0.006415771,0.00034638343,0.00023020821,0.0000048614493,0.00020662944,0.02060327],"genre_scores_gemma":[0.9863741,0.000039990173,0.00063160236,0.010134779,0.00014713062,0.000002974748,0.000030211906,0.000004419518,0.0026348077],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991891,0.00008178522,0.0001473538,0.00016682924,0.0001467515,0.00026817937],"domain_scores_gemma":[0.99955606,0.00015972581,0.000049989594,0.00016680227,0.000021085843,0.000046339403],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032086033,0.000103022314,0.000110302084,0.0001060078,0.00014561883,0.00007126227,0.00024459115,0.000051118423,0.0010135393],"category_scores_gemma":[0.00001616266,0.0000727982,0.000035594367,0.00018093956,0.00010724965,0.0003056385,0.0000137207935,0.00020393168,0.004458],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022242368,0.000019237668,0.22028758,0.000024499619,0.000013137031,0.000010890355,0.0018495404,0.0013801635,0.00037449074,0.00008971637,0.5252791,0.25064936],"study_design_scores_gemma":[0.0005772311,0.00012796023,0.23912805,0.0002547507,0.000016775917,0.00010786706,0.00052506896,0.4073462,0.0020674278,0.0064461455,0.3428555,0.0005470225],"about_ca_topic_score_codex":0.0019952045,"about_ca_topic_score_gemma":0.000035738834,"teacher_disagreement_score":0.40596604,"about_ca_system_score_codex":0.000013238246,"about_ca_system_score_gemma":0.000022882707,"threshold_uncertainty_score":0.9998997},"labels":[],"label_agreement":null},{"id":"W1975083879","doi":"10.1016/j.advwatres.2007.03.003","title":"Reply to “Comments on steady- and transient-state inversion in hydrogeology by successive flux estimation” by G. Ponzini, M. Giudici and C. Vassena","year":2007,"lang":"en","type":"article","venue":"Advances in Water Resources","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada); Polytechnique Montréal","funders":"","keywords":"Hydrogeology; Transient (computer programming); Flux (metallurgy); Geology; Inversion (geology); Geotechnical engineering; Geomorphology; Computer science; Materials science","score_opus":0.00482299499399377,"score_gpt":0.2284831223445329,"score_spread":0.22366012735053914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975083879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928444,0.0016627248,0.0003851727,0.0030694157,0.00007044775,0.0001937213,0.000026101694,0.000043103144,0.0017049217],"genre_scores_gemma":[0.9900097,0.00035747027,0.00055019645,0.00870226,0.000008384411,0.0000020152747,0.00009774746,0.0000048809507,0.0002673447],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987184,0.00008251133,0.00027400648,0.0003788673,0.00017617884,0.00037006245],"domain_scores_gemma":[0.99951345,0.00018965486,0.000052020147,0.00011846454,0.00001132033,0.000115111914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046003264,0.00015650221,0.00018938309,0.00026681257,0.00010001479,0.000034879602,0.00013958142,0.00004975453,0.000080006525],"category_scores_gemma":[0.000029657622,0.000116586416,0.0000134583015,0.00015318627,0.00015509766,0.00037242938,0.000023304634,0.00015293402,0.000023711442],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059639633,0.00007625337,0.51501346,0.00006483001,0.000011717055,0.0000801126,0.010089323,0.0018770176,0.0011525444,0.0000037810728,0.021507608,0.449527],"study_design_scores_gemma":[0.0016920215,0.00093258976,0.015607926,0.00025681744,0.000009802759,0.000020063442,0.0013919123,0.019637674,0.07399085,0.0016910542,0.8841994,0.0005698768],"about_ca_topic_score_codex":0.004219145,"about_ca_topic_score_gemma":0.00028638754,"teacher_disagreement_score":0.8626918,"about_ca_system_score_codex":0.000011227208,"about_ca_system_score_gemma":0.0000027042645,"threshold_uncertainty_score":0.63781136},"labels":[],"label_agreement":null},{"id":"W1975334263","doi":"10.1190/1.1817089","title":"The effect of shallow conditions on seismic records, a finite‐difference model study","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Finite difference; Finite difference method; Seismology; Mathematics; Mathematical analysis","score_opus":0.022814937535756374,"score_gpt":0.23252326364269,"score_spread":0.20970832610693363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975334263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9465582,0.00007713598,0.00070386345,0.00063539617,0.00013139241,0.00034160967,0.000041153926,0.00013324653,0.051378034],"genre_scores_gemma":[0.9929973,0.000053704196,0.00008783801,0.0007088416,0.00001226433,0.0000039070533,0.000009755973,0.0000020762088,0.006124349],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992211,0.00012215314,0.00014918111,0.00015862117,0.00018846098,0.00016052651],"domain_scores_gemma":[0.99888813,0.00075791794,0.00004961333,0.00024138215,0.000018056255,0.00004491757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002667058,0.000101023405,0.00012424351,0.000057766443,0.00022894332,0.000030179113,0.00023687677,0.000027705039,0.0011987628],"category_scores_gemma":[0.0000770555,0.000054799923,0.000050336163,0.00011696166,0.00008429335,0.00005596726,0.0000078625935,0.000123087,0.00021809254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014520649,0.00020496624,0.4626527,0.00002598746,0.00007647036,0.000011991474,0.0008928016,0.047353294,0.000035951583,0.00014517058,0.16857915,0.3198763],"study_design_scores_gemma":[0.00022613125,0.0013163253,0.010935878,0.000012705998,0.000011920136,0.0000015483735,0.00011933354,0.9854026,0.00047777963,0.0005805509,0.000834307,0.000080911515],"about_ca_topic_score_codex":0.0016100263,"about_ca_topic_score_gemma":0.00009051413,"teacher_disagreement_score":0.9380493,"about_ca_system_score_codex":0.0000023906339,"about_ca_system_score_gemma":0.0000060036227,"threshold_uncertainty_score":0.99971426},"labels":[],"label_agreement":null},{"id":"W1975421561","doi":"10.1190/tle32091082.1","title":"Frugal full-waveform inversion: From theory to a practical algorithm","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; BG Group; Petrobras; Woodside; BP Global; ConocoPhillips","keywords":"Inversion (geology); Geology; Seismology; Algorithm; Workflow; Computer science; Computational science; Geophysics","score_opus":0.022067698254669844,"score_gpt":0.24497218394955642,"score_spread":0.22290448569488658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975421561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6412545,0.00048346905,0.123144425,0.080279596,0.003890563,0.0013619894,0.000095997595,0.0013697724,0.14811969],"genre_scores_gemma":[0.8836767,0.000037210797,0.06686478,0.038945436,0.0010442698,0.0000089648665,0.00008047268,0.000014621996,0.009327542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903566,0.000118007985,0.00013216113,0.0002126523,0.0002094593,0.00029207164],"domain_scores_gemma":[0.99905354,0.0004376526,0.000042961463,0.00028305445,0.000034887307,0.00014792959],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044336298,0.00011990637,0.00012642004,0.00006259355,0.00023045344,0.000114509676,0.00029929588,0.000060508042,0.006252923],"category_scores_gemma":[0.000117792304,0.000073202995,0.000051823878,0.00016387628,0.00010861258,0.00031977324,0.000037102862,0.00025559458,0.022418149],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017761085,0.000007889995,0.0011198065,0.0000017224143,0.000013519113,0.00000614288,0.0008821358,0.0000055613073,0.00014762522,0.000111233414,0.3619325,0.6357541],"study_design_scores_gemma":[0.00036088016,0.0003424053,0.011608637,0.00008327061,0.00005270226,0.000074610616,0.0026605376,0.11943616,0.0064459452,0.051593907,0.8067552,0.00058575696],"about_ca_topic_score_codex":0.004403671,"about_ca_topic_score_gemma":0.000018901801,"teacher_disagreement_score":0.6351684,"about_ca_system_score_codex":0.0000107337455,"about_ca_system_score_gemma":0.000032252836,"threshold_uncertainty_score":0.9946555},"labels":[],"label_agreement":null},{"id":"W1975454241","doi":"10.14288/1.0107419","title":"Three-term amplitude-versus-offset (avo) inversion revisited by curvelet and wavelet transforms","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Classification of discontinuities; Wavelet; Smoothing; Amplitude; Offset (computer science); Inversion (geology); Inverse problem; Noise reduction; Inverse; Term (time); Amplitude versus offset; Synthetic data; Wavelet transform; Algorithm; Geology; Mathematics; Mathematical analysis; Computer science; Physics; Optics; Geometry; Artificial intelligence; Seismology; Statistics","score_opus":0.01376869276229082,"score_gpt":0.17548581508230926,"score_spread":0.16171712232001845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975454241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99539983,0.0005287062,0.0010634081,0.00022452619,0.00010198582,0.0001884991,0.0006514183,0.0001378548,0.0017037839],"genre_scores_gemma":[0.9963672,0.0018596144,0.00086188427,0.0002742484,0.00001832553,7.334588e-8,0.00037566145,0.000005206857,0.00023779807],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988667,0.00003905972,0.00013478377,0.00039434712,0.00028607508,0.00027903216],"domain_scores_gemma":[0.9994046,0.00004172251,0.00009396597,0.00020253586,0.000077396595,0.00017976711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018114294,0.00007059091,0.00026257426,0.00006149455,0.00046372323,0.00006123935,0.00029104776,0.00012287471,0.0007032206],"category_scores_gemma":[0.000015300979,0.00018656363,0.000092551396,0.00024897495,0.000659799,0.00056295603,0.00003202005,0.00017377359,0.00003901819],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040898136,0.000030233992,0.1287172,0.00004964133,0.000021597347,0.00009488895,0.0001610226,7.250532e-7,0.00004732827,5.5260995e-7,0.13751848,0.73331743],"study_design_scores_gemma":[0.0013969805,0.00021475533,0.9846459,0.00009516017,0.000027862674,0.0001096833,0.00044134908,0.0030075486,0.000006957842,0.00016047755,0.009616107,0.00027723462],"about_ca_topic_score_codex":0.30322036,"about_ca_topic_score_gemma":0.055318695,"teacher_disagreement_score":0.85592866,"about_ca_system_score_codex":0.00001346565,"about_ca_system_score_gemma":0.00004078701,"threshold_uncertainty_score":0.96191925},"labels":[],"label_agreement":null},{"id":"W1975610258","doi":"10.1190/1.1816590","title":"Improving AVO and reflection tomography through use of local dip and azimuth","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Azimuth; Reflection (computer programming); Tomography; Geology; Optics; Remote sensing; Computer science; Physics","score_opus":0.025506308666508694,"score_gpt":0.22627791279719228,"score_spread":0.2007716041306836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975610258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9646772,0.00041810688,0.028300472,0.0002325925,0.00006981016,0.00006413312,0.0000051342986,0.00010140882,0.00613115],"genre_scores_gemma":[0.99305785,0.00034732596,0.005579208,0.00079891924,0.00001383888,1.44244e-7,0.000005521813,0.0000012708884,0.00019591325],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995896,0.000019494522,0.00008828123,0.00013073586,0.00007204125,0.00009982903],"domain_scores_gemma":[0.99980253,0.00004734468,0.000031206742,0.00006675509,0.000017066975,0.00003507802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085690765,0.000056483543,0.00007273307,0.000059273334,0.00006911014,0.000031781463,0.00002792619,0.00003341965,0.0001538531],"category_scores_gemma":[0.000009469276,0.000042770243,0.000016006015,0.00012878646,0.00013252594,0.00036746354,0.0000070480082,0.000052489366,0.0000020446093],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036449303,0.000007448537,0.45031098,0.000017647044,0.000007104358,0.000003210228,0.00017928974,0.000018638217,0.00022751045,0.000093584415,0.0028842338,0.5462139],"study_design_scores_gemma":[0.0011170955,0.0014545292,0.43534258,0.00012033677,0.00008114762,0.0003661954,0.0032255123,0.32720962,0.04460166,0.0087977545,0.1768454,0.0008381709],"about_ca_topic_score_codex":0.023881413,"about_ca_topic_score_gemma":0.00016226427,"teacher_disagreement_score":0.54537576,"about_ca_system_score_codex":8.5983487e-7,"about_ca_system_score_gemma":0.000005393318,"threshold_uncertainty_score":0.98261863},"labels":[],"label_agreement":null},{"id":"W1975628689","doi":"10.1190/tle32101238.1","title":"Images, anisotropy, multiples, and more from an unconventional 3D VSP","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Multiple; Anisotropy; Geology; Vertical seismic profile; Seismology; Orientation (vector space); Fracture (geology); Geometry; Geotechnical engineering; Physics; Optics; Mathematics","score_opus":0.01687379897676928,"score_gpt":0.23428216945283856,"score_spread":0.21740837047606928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975628689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98474836,0.0009748417,0.0011952858,0.0047852923,0.0004056612,0.00021234456,0.000097257864,0.00028058194,0.0073003676],"genre_scores_gemma":[0.98930067,0.000053491323,0.005555046,0.002946043,0.00019151032,0.0000016460666,0.00015498268,0.000004294318,0.0017922941],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99938226,0.00005852726,0.00009635718,0.00017641732,0.00011699358,0.00016946679],"domain_scores_gemma":[0.9995834,0.0001053473,0.00003784576,0.00017738427,0.000022526207,0.00007347667],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014807146,0.000090380796,0.00009011747,0.000033651468,0.00019845783,0.00010997804,0.00019671832,0.00003600418,0.0018565982],"category_scores_gemma":[0.000020712143,0.000059338,0.000024361798,0.000055587458,0.000170128,0.0003275279,0.000015789203,0.00012538918,0.0008060018],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018786153,0.000025047584,0.24500951,0.000010984164,0.000029413657,0.000006957923,0.0011638083,0.000046056193,0.0017354346,0.00014916813,0.3783774,0.3734274],"study_design_scores_gemma":[0.00058800273,0.0001550795,0.63043314,0.00006562486,0.000039536226,0.00003747791,0.0010948201,0.16515678,0.0045983833,0.016291084,0.18105441,0.0004856262],"about_ca_topic_score_codex":0.01666734,"about_ca_topic_score_gemma":0.000037734422,"teacher_disagreement_score":0.38542363,"about_ca_system_score_codex":0.000003397969,"about_ca_system_score_gemma":0.000012032436,"threshold_uncertainty_score":0.999972},"labels":[],"label_agreement":null},{"id":"W1975822226","doi":"10.1190/1.1817531","title":"Seismic imaging and anisotropy analysis of 9C 3D‐VSP data at Weyburn Field, Saskatchewan, Canada","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Field (mathematics); Anisotropy; Seismology; Geophysical imaging; Physics; Optics","score_opus":0.011021980305463319,"score_gpt":0.20891760297640977,"score_spread":0.19789562267094646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975822226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93471205,0.0022247697,0.013704826,0.0028642733,0.00038122165,0.00017352404,0.00053147646,0.0001411083,0.045266733],"genre_scores_gemma":[0.98849857,0.00006712847,0.0050678835,0.004461867,0.0000101601645,1.367994e-7,0.00021922178,0.0000023067823,0.0016727323],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990213,0.000057566216,0.000200381,0.00030137243,0.0002086507,0.00021076191],"domain_scores_gemma":[0.99917495,0.00014939428,0.000072901734,0.00047482245,0.000031722153,0.000096185824],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002455482,0.00010976132,0.00021720128,0.00012793542,0.00011138553,0.000024327062,0.0002625425,0.000028244454,0.003779795],"category_scores_gemma":[0.000047276324,0.000090293644,0.000030323543,0.00036111093,0.00005818118,0.000178372,0.00003952307,0.00007521717,0.0000053771464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010217251,0.0000055110686,0.8013778,0.0000113519845,0.00013376922,0.000011217322,0.0000979304,0.00030784757,0.000046179284,0.000014615843,0.15696342,0.041020185],"study_design_scores_gemma":[0.00027064834,0.00004088328,0.044198025,0.000012958458,0.00041020734,0.000028704872,0.0026242775,0.7411006,0.0065487833,0.00022175969,0.2042011,0.00034205624],"about_ca_topic_score_codex":0.91625637,"about_ca_topic_score_gemma":0.7611852,"teacher_disagreement_score":0.75717974,"about_ca_system_score_codex":0.0000096038675,"about_ca_system_score_gemma":0.00017858011,"threshold_uncertainty_score":0.9971309},"labels":[],"label_agreement":null},{"id":"W1975866596","doi":"10.1190/geo2011-0474.1","title":"3D seismic imaging of volcanogenic massive sulfide deposits in the Flin Flon mining camp, Canada: Part 2 — Forward modeling","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Fundacja na rzecz Nauki Polskiej","keywords":"Geology; Lithology; Seismology; Volcanogenic massive sulfide ore deposit; Mineralogy; Petrology; Geochemistry; Hydrothermal circulation","score_opus":0.01217782063488851,"score_gpt":0.19710635281490227,"score_spread":0.18492853218001376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975866596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948848,0.000873382,0.0020726616,0.00042973834,0.0003871225,0.00012552398,0.00003565424,0.000028399496,0.0011627396],"genre_scores_gemma":[0.9966926,0.000036236135,0.00095683057,0.0020261395,0.00017604152,0.0000020835396,0.00006236523,0.000005415433,0.000042268777],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875826,0.00008386372,0.00025061728,0.00016064906,0.00030482686,0.0004418033],"domain_scores_gemma":[0.9994497,0.00011907393,0.00010074582,0.00021815897,0.000043566586,0.0000688109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033083285,0.0001384384,0.00017589412,0.000055158158,0.000120707125,0.000021766182,0.00027003474,0.000030722622,0.000031715204],"category_scores_gemma":[0.000027870086,0.00010680377,0.000052890093,0.00023213145,0.000040170762,0.00027009475,0.00001822547,0.00016402248,0.0000135468545],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048976493,0.000059170503,0.6728843,0.00008970552,0.000051610532,0.000037509988,0.0066738585,0.08307968,0.00027074254,0.000057156114,0.02290166,0.21384567],"study_design_scores_gemma":[0.00019185556,0.000022637256,0.015187113,0.00007804822,0.000037052323,0.000016157732,0.0028622248,0.9753254,0.0019843027,0.0004632975,0.003571819,0.00026008053],"about_ca_topic_score_codex":0.5646455,"about_ca_topic_score_gemma":0.050094236,"teacher_disagreement_score":0.8922457,"about_ca_system_score_codex":0.000020806929,"about_ca_system_score_gemma":0.00019754535,"threshold_uncertainty_score":0.9672391},"labels":[],"label_agreement":null},{"id":"W1975867953","doi":"10.9719/eeg.2013.46.6.485","title":"Baseline Survey Seismic Attribute Analysis for CO<sub>2</sub>Monitoring on the Aquistore CCS Project, Canada","year":2013,"lang":"en","type":"article","venue":"Economic and Environmental Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Seismic survey; Classification of discontinuities; Decomposition; TRACE (psycholinguistics); Environmental science; Geology; Seismology; Chemistry","score_opus":0.016529764149875226,"score_gpt":0.19109024004961586,"score_spread":0.17456047589974064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975867953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754256,0.000112168316,0.00018202915,0.0009847572,0.00020636186,0.00022843144,0.00056238734,0.000015381444,0.00016595062],"genre_scores_gemma":[0.99678826,0.00017729019,0.000042995795,0.0018545203,0.00008199422,0.000008194537,0.0008039607,0.0000036248607,0.00023913525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991948,0.00009619578,0.00016404378,0.00025652468,0.000046234712,0.0002421751],"domain_scores_gemma":[0.99935716,0.0003584226,0.00007243606,0.00014992911,0.0000023913697,0.00005964542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033449827,0.00012423609,0.0001789239,0.000057357734,0.00019564414,0.000019874828,0.00012350245,0.00004944476,0.00060245907],"category_scores_gemma":[0.000013316464,0.00009407588,0.00004649592,0.000032590022,0.00013928836,0.000065486645,0.00001437204,0.00008972461,0.000094908304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014042626,0.000005044186,0.9355748,0.0000019407075,0.00007424794,8.015062e-7,0.000027783048,0.0014809116,0.000040476905,0.0000013829367,0.05570873,0.0070698382],"study_design_scores_gemma":[0.00018649317,0.000101514655,0.86311424,0.0000020795064,0.000039111328,0.0000063039306,0.00035592075,0.10229226,0.003181849,0.000046410853,0.03048235,0.00019146981],"about_ca_topic_score_codex":0.56869024,"about_ca_topic_score_gemma":0.06586823,"teacher_disagreement_score":0.50282204,"about_ca_system_score_codex":0.000049159153,"about_ca_system_score_gemma":0.000043506912,"threshold_uncertainty_score":0.95117724},"labels":[],"label_agreement":null},{"id":"W1975871360","doi":"10.1016/j.jcp.2012.04.052","title":"Spurious inertial oscillations in shallow-water models","year":2012,"lang":"en","type":"article","venue":"Journal of Computational Physics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet","keywords":"Spurious relationship; Discretization; Inertial wave; Inertial frame of reference; Dispersion (optics); Momentum (technical analysis); Mathematics; Physics; Classical mechanics; Mathematical analysis; Applied mathematics; Geophysical fluid dynamics; Shallow water equations; Statistical physics; Mechanics; Wave propagation","score_opus":0.023942359627114447,"score_gpt":0.2327131351263337,"score_spread":0.20877077549921927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975871360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447052,0.00016871335,0.050520416,0.00077373197,0.00039294962,0.00004160825,0.000007523362,0.000015004239,0.0033748592],"genre_scores_gemma":[0.9913935,0.000006820429,0.00750012,0.00067166553,0.00038579077,6.8912385e-8,0.000020089954,0.0000019783092,0.000019967725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929786,0.00003495483,0.00022740949,0.00004182494,0.00025718287,0.00014079445],"domain_scores_gemma":[0.9996619,0.00006644555,0.00008694296,0.000033447657,0.00008842372,0.000062815685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002332006,0.000057387162,0.00010247381,0.00008500426,0.00004350217,0.000020602265,0.00008615557,0.000021460548,0.000106733416],"category_scores_gemma":[0.000007083967,0.00004084431,0.000054165943,0.0000907749,0.00002801959,0.0006887755,0.0000055263154,0.00012583894,0.00003610064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018278746,0.000043245298,0.046043217,0.000003487504,0.000009706168,0.0000031136378,0.00060212426,0.93280214,0.000027862585,0.0005987978,0.0020842012,0.017763842],"study_design_scores_gemma":[0.0003982886,0.00006970452,0.07056493,0.000026029167,0.000010809446,0.000061702995,0.00006085055,0.69827163,0.00045176546,0.22727974,0.0026721554,0.00013238341],"about_ca_topic_score_codex":0.00011323947,"about_ca_topic_score_gemma":0.0000022351715,"teacher_disagreement_score":0.23453048,"about_ca_system_score_codex":0.000008195272,"about_ca_system_score_gemma":0.000038197304,"threshold_uncertainty_score":0.16655825},"labels":[],"label_agreement":null},{"id":"W1976158999","doi":"10.1190/1.2792459","title":"Crosswell seismic imaging of a tight‐gas reservoir","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology; Seismogram; Wavelength; Tomography; Seismic survey; Seismic wave; Vertical seismic profile; Geophysical imaging; Seismic vibrator; Optics; Physics","score_opus":0.012428902698994576,"score_gpt":0.2345620863608979,"score_spread":0.22213318366190332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976158999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71458197,0.00035100532,0.010876596,0.0011204112,0.00022072883,0.00008362402,0.000011748802,0.00021908108,0.27253482],"genre_scores_gemma":[0.9903008,0.000024592677,0.0048137167,0.0024304825,0.000043832923,8.1711754e-8,0.000015748574,0.0000026011069,0.002368192],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991458,0.000019337374,0.00021461447,0.0001627493,0.0001925584,0.00026495723],"domain_scores_gemma":[0.99951917,0.000097776916,0.00006362975,0.00019088856,0.000048444916,0.00008008126],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006434104,0.00008490692,0.00011079311,0.00013275864,0.00008125998,0.000023576478,0.00021054014,0.000030802963,0.0024410381],"category_scores_gemma":[0.000027378414,0.00006599123,0.000052624157,0.00019692714,0.00013296507,0.0001859656,0.000012462365,0.00009489194,0.00019451464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006213693,0.00002211747,0.6724218,0.00002789986,0.000009863653,0.000034392837,0.00029438813,0.000186697,0.0005459027,0.00018156257,0.12154433,0.20466886],"study_design_scores_gemma":[0.0005760319,0.00014870985,0.14782794,0.000074069176,0.000017266024,0.00008125814,0.0010954184,0.20438051,0.21250385,0.009350585,0.42345265,0.0004916953],"about_ca_topic_score_codex":0.012691936,"about_ca_topic_score_gemma":0.00009653965,"teacher_disagreement_score":0.5245939,"about_ca_system_score_codex":0.0000031518557,"about_ca_system_score_gemma":0.000025162419,"threshold_uncertainty_score":0.99847084},"labels":[],"label_agreement":null},{"id":"W1976276263","doi":"10.1190/1.1815677","title":"Real‐time microseismic mapping of hydraulic fractures in Carthage, Texas","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Microseism; Geophone; Seismogram; Geology; Seismology; Event (particle physics); Filter (signal processing); Amplitude; Software; Real-time computing; Computer science","score_opus":0.008060314501895621,"score_gpt":0.21332543037466065,"score_spread":0.20526511587276502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976276263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74688923,0.00013536282,0.000012501422,0.00027277472,0.00002547993,0.00006839781,0.0000100474435,0.00008433393,0.25250185],"genre_scores_gemma":[0.9878833,0.00022975307,0.002064396,0.0020680751,0.000023025814,2.2324255e-7,0.00003516726,0.000002837011,0.0076932027],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992052,0.00004483843,0.00022225842,0.0001814463,0.00012842745,0.00021786476],"domain_scores_gemma":[0.9996675,0.00006518351,0.00004097736,0.00016633123,0.000011647165,0.00004834964],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001890703,0.00010052027,0.00016752777,0.00015039928,0.000035614466,0.0000177353,0.00017942386,0.000061862695,0.02786245],"category_scores_gemma":[0.000008505537,0.00008171565,0.000046922814,0.00022451248,0.00007458631,0.00013979358,0.0000047885787,0.00010741544,0.0008712193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000550791,0.00004843285,0.25313643,0.00003730966,0.0000170082,0.000037364647,0.0008400647,0.0016445423,0.0042021014,0.000013417376,0.07989433,0.66007394],"study_design_scores_gemma":[0.00041863552,0.000107706874,0.758238,0.000087671295,0.0000067205556,0.000024794159,0.00015116745,0.03982009,0.04854683,0.0013370082,0.1509094,0.00035195757],"about_ca_topic_score_codex":0.048444405,"about_ca_topic_score_gemma":0.000084867796,"teacher_disagreement_score":0.659722,"about_ca_system_score_codex":0.0000038353646,"about_ca_system_score_gemma":0.000027821192,"threshold_uncertainty_score":0.9999067},"labels":[],"label_agreement":null},{"id":"W1976317893","doi":"10.1190/geo2012-0293.1","title":"L1 pseudo-Vz estimation and deghosting of single-component marine towed-streamer data","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Deconvolution; Geology; Wavelet; Acoustics; Attenuation; Bandwidth (computing); Algorithm; Computer science; Optics; Physics; Artificial intelligence; Telecommunications","score_opus":0.024855196334750234,"score_gpt":0.21220044351447898,"score_spread":0.18734524717972875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976317893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99446756,0.00005182753,0.001227029,0.00029229035,0.000090130765,0.00010504281,0.000040881063,0.000064698674,0.0036605636],"genre_scores_gemma":[0.977671,0.000022037153,0.021430777,0.0003067846,0.0000421666,4.5850848e-7,0.00043197605,0.0000026216387,0.00009216015],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994046,0.00001936682,0.00013966275,0.00017524423,0.00012765593,0.00013348986],"domain_scores_gemma":[0.9994755,0.00007672756,0.00008405909,0.00028167316,0.000036468744,0.00004559155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091468195,0.00007783404,0.00010913556,0.000033798766,0.000059334572,0.000038770228,0.00017673867,0.000024812434,0.00030192398],"category_scores_gemma":[0.00003307725,0.00006935381,0.000014119948,0.0000860761,0.00007229974,0.00040559098,0.000069475806,0.00006107318,0.00008891952],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036628849,0.000018391898,0.032687016,0.00002297384,0.00000695552,7.0651106e-7,0.000074780575,0.000057964426,0.0010436382,0.000023993636,0.0033970892,0.9626628],"study_design_scores_gemma":[0.00018972915,0.000124465,0.23971339,0.00005495252,0.000025667076,0.000010492797,0.00012796948,0.7453555,0.0050754487,0.007204785,0.0019084214,0.00020919558],"about_ca_topic_score_codex":0.016056864,"about_ca_topic_score_gemma":0.000010301891,"teacher_disagreement_score":0.9624536,"about_ca_system_score_codex":0.0000018098569,"about_ca_system_score_gemma":0.00001143687,"threshold_uncertainty_score":0.9904953},"labels":[],"label_agreement":null},{"id":"W1976759792","doi":"10.2118/140449-ms","title":"Enhanced Reservoir Characterization Using Hydraulic Fracture Microseismicity","year":2011,"lang":"en","type":"article","venue":"SPE Hydraulic Fracturing Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Geology; Seismology; Hydraulic fracturing; Amplitude versus offset; Petrology; Fracture (geology); Reservoir modeling; Amplitude; Geotechnical engineering","score_opus":0.030378459921019826,"score_gpt":0.22788038123367285,"score_spread":0.19750192131265304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976759792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8975468,0.000119914126,0.0890551,0.0025019867,0.00036096582,0.00030059603,0.000025852096,0.0011790392,0.008909741],"genre_scores_gemma":[0.9840268,0.00011608761,0.010703199,0.0047444752,0.000088828245,0.0000037203272,0.000111406094,0.000016949827,0.00018855961],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978816,0.00007482829,0.0004240973,0.0006972953,0.0002585239,0.0006636377],"domain_scores_gemma":[0.9986373,0.000038647882,0.00032639835,0.00072635425,0.00013671834,0.00013454091],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023515587,0.00037731536,0.00038793165,0.00054777873,0.00035588973,0.000077647725,0.0009189686,0.00051586056,0.0027546573],"category_scores_gemma":[0.0001027936,0.00035072817,0.00008791625,0.00055813155,0.0004451685,0.0005882467,0.00008996081,0.00078908034,0.0003506829],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060211413,0.0004540039,0.11315485,0.00025092234,0.00031016718,0.00036910275,0.005802753,0.0014093796,0.26906204,0.0009921121,0.003815815,0.60377675],"study_design_scores_gemma":[0.0003782421,0.00015012456,0.04865216,0.00015794995,0.000036802427,0.0000887176,0.00020743418,0.036729187,0.8583436,0.01397547,0.04056221,0.00071807654],"about_ca_topic_score_codex":0.005144248,"about_ca_topic_score_gemma":0.000044057037,"teacher_disagreement_score":0.6030587,"about_ca_system_score_codex":0.00002824774,"about_ca_system_score_gemma":0.0001182532,"threshold_uncertainty_score":0.9998945},"labels":[],"label_agreement":null},{"id":"W1977032783","doi":"10.1190/1.1817925","title":"Fracture network characterization from P‐ and S‐wave data at Weyburn field, Canada","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Field (mathematics); Characterization (materials science); Fracture (geology); Reservoir modeling; Seismology; Computer science; Petroleum engineering; Geotechnical engineering; Materials science; Nanotechnology","score_opus":0.014801938304680889,"score_gpt":0.1807110284550519,"score_spread":0.16590909015037103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977032783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9022322,0.0014509298,0.016551517,0.01504904,0.0015656289,0.00032207152,0.00083193684,0.00026942088,0.061727207],"genre_scores_gemma":[0.9545673,0.0001295542,0.0026555394,0.03858434,0.00011483267,1.3910609e-7,0.0023274405,0.0000021119495,0.00161876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999459,0.000034265206,0.000081629456,0.00019036623,0.00010157649,0.00013315486],"domain_scores_gemma":[0.99957436,0.00008948907,0.00003237504,0.00023040755,0.000009312579,0.000064068816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000085044296,0.0000676194,0.00007240883,0.000009668792,0.00011887094,0.000031431096,0.00010297075,0.000040997656,0.006774525],"category_scores_gemma":[0.00002465119,0.00005259194,0.0000055472683,0.000048434435,0.000013306625,0.00015762217,0.000016466509,0.0000692828,0.000012938427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008933609,0.0000017450284,0.28675565,0.0000025640902,0.000009507164,0.000010043026,0.00002822717,0.000020425045,0.00003393909,0.000012642156,0.66693133,0.046185013],"study_design_scores_gemma":[0.000058176764,0.00001105921,0.060832698,0.0000062300205,0.0000053540125,0.000004796076,0.000020431678,0.016778136,0.0009794825,0.0002145545,0.92099637,0.00009268657],"about_ca_topic_score_codex":0.6651876,"about_ca_topic_score_gemma":0.31274098,"teacher_disagreement_score":0.35244665,"about_ca_system_score_codex":0.0000036367583,"about_ca_system_score_gemma":0.000057112557,"threshold_uncertainty_score":0.9941334},"labels":[],"label_agreement":null},{"id":"W1977482117","doi":"10.2118/137315-ms","title":"Optimize Shale Gas Field Development Using Stresses and Rock Strength Derived From 3D Seismic Data","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Geology; Hydraulic fracturing; Oil shale; Azimuth; Poisson's ratio; Stress field; Geotechnical engineering; Principal stress; Microseism; Modulus; Stress (linguistics); Young's modulus; Poisson distribution; Inversion (geology); Seismology; Structural engineering; Petrology; Geometry; Engineering; Materials science; Finite element method; Mathematics","score_opus":0.03279035427829384,"score_gpt":0.23683423565652603,"score_spread":0.2040438813782322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977482117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917107,0.0002424647,0.0012755936,0.0013708029,0.00035791003,0.000044504734,0.0006618231,0.00002420783,0.0043119937],"genre_scores_gemma":[0.9918041,0.00010635155,0.0054071536,0.0010694739,0.00013663214,8.6960756e-7,0.0009071081,0.0000037699108,0.00056449714],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899673,0.000022114216,0.00019410175,0.00037384024,0.000205902,0.00020731695],"domain_scores_gemma":[0.9992429,0.00012872905,0.000079498954,0.00017547747,0.000083186846,0.0002902131],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012379467,0.00013835635,0.00011995106,0.00015546817,0.00022774536,0.0002496152,0.00043066932,0.000075085554,0.004326544],"category_scores_gemma":[0.00009209731,0.00013282656,0.000019064693,0.000037725193,0.00006777366,0.00030974188,0.000068565874,0.00022036371,0.000016025917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012468235,0.00004301419,0.6904145,0.000036414633,0.00028990212,0.00007844909,0.0006552279,0.0014892163,0.00060518185,0.0006475165,0.010344677,0.29527125],"study_design_scores_gemma":[0.00026490053,0.000023918537,0.037248217,0.000063711625,0.000013611881,0.000031007217,0.00026275698,0.80177194,0.00025810793,0.00062862365,0.15922655,0.00020664906],"about_ca_topic_score_codex":0.1714994,"about_ca_topic_score_gemma":0.07774639,"teacher_disagreement_score":0.8002827,"about_ca_system_score_codex":0.000012412045,"about_ca_system_score_gemma":0.00030696404,"threshold_uncertainty_score":0.99658364},"labels":[],"label_agreement":null},{"id":"W1977841968","doi":"10.2118/171576-ms","title":"Resolving In Situ Stress Regime, Hydraulic Fracture Geometry and Complexity by Comparing Acoustic Well Logging Data Acquired in Horizontal and Vertical Wells in the Montney Formation","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Devon Energy (Canada)","funders":"","keywords":"Geology; Anisotropy; Shear (geology); Hydraulic fracturing; Isotropy; Shear stress; Geotechnical engineering; Mechanics; Geometry; Acoustics; Optics; Physics; Mathematics","score_opus":0.029443064518177842,"score_gpt":0.2373986762730207,"score_spread":0.20795561175484284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977841968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917116,0.00031667008,0.0019299475,0.0014656523,0.00002913238,0.0001493794,0.000008754912,0.00003451577,0.004354319],"genre_scores_gemma":[0.99688315,0.000090483605,0.00042202033,0.0023559644,0.000016299424,4.9177333e-7,0.00022157822,0.000002298566,0.000007699949],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989352,0.0001605976,0.000228407,0.00026013466,0.00016788657,0.00024775811],"domain_scores_gemma":[0.9993666,0.00030211484,0.000034818415,0.0002413508,0.000005425424,0.00004968975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008339467,0.00011234367,0.0001772371,0.00015820356,0.00008306232,0.00010394366,0.00029310145,0.00006690929,0.000033268574],"category_scores_gemma":[0.000071102884,0.000081899256,0.0000075144235,0.00017246652,0.000113408176,0.0006575004,0.000067065324,0.00021386988,0.000004862275],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006406835,0.00004084592,0.96452457,0.00008838383,0.0000030741573,0.000009443131,0.00081824174,0.0008156426,0.00024245214,0.000020045438,0.016250327,0.017122885],"study_design_scores_gemma":[0.00031109835,0.000037454924,0.32807773,0.00007148372,0.0000034534908,0.000009292233,0.000788343,0.6679003,0.00048525145,0.0002091082,0.0020063731,0.00010006557],"about_ca_topic_score_codex":0.021832777,"about_ca_topic_score_gemma":0.004128151,"teacher_disagreement_score":0.6670847,"about_ca_system_score_codex":0.000008773979,"about_ca_system_score_gemma":0.0000066483176,"threshold_uncertainty_score":0.98468095},"labels":[],"label_agreement":null},{"id":"W1978021036","doi":"10.1190/1.3063803","title":"Azimuthal processing for fracture prediction and image improvement","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Geology; Azimuth; Fracture (geology); Prospecting; Seismology; Resource (disambiguation); Mining engineering; Geotechnical engineering; Computer science; Geometry","score_opus":0.011613383684539751,"score_gpt":0.2105441262759861,"score_spread":0.19893074259144633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978021036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8181148,0.00078513415,0.1469797,0.003872504,0.00030236205,0.00075863756,0.00013357788,0.0007460465,0.028307227],"genre_scores_gemma":[0.9824287,0.0000501218,0.013811151,0.0026214668,0.000071590366,0.0000017107303,0.000042958796,0.0000016814474,0.0009705965],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961,0.0000042636134,0.00007392931,0.00012672892,0.00007535129,0.000109708744],"domain_scores_gemma":[0.9998463,0.000016810673,0.000023911642,0.000045196444,0.000026582138,0.000041224863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077738456,0.00005507544,0.000052308376,0.000031067568,0.00019571904,0.000023708597,0.000037884318,0.000029649864,0.00028675538],"category_scores_gemma":[0.000009760538,0.00003993601,0.000016004597,0.0000329885,0.00005351497,0.00022619466,0.0000028484174,0.000044226348,0.0000064612173],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048669637,0.000018065342,0.09030908,0.00007305753,0.000007958941,0.000004418964,0.0005478974,0.000022345412,0.0010466299,0.000007728896,0.15150782,0.7564063],"study_design_scores_gemma":[0.0010080645,0.0008763494,0.13039863,0.000036536134,0.000021620677,0.00013399102,0.000718164,0.440265,0.059907153,0.0024826769,0.36377433,0.00037747377],"about_ca_topic_score_codex":0.00061282003,"about_ca_topic_score_gemma":0.0000040132727,"teacher_disagreement_score":0.75602883,"about_ca_system_score_codex":0.0000016023296,"about_ca_system_score_gemma":0.000017389748,"threshold_uncertainty_score":0.31397703},"labels":[],"label_agreement":null},{"id":"W1978136817","doi":"10.1190/1.3609092","title":"Effective VTI anisotropy for consistent monitoring of microseismic events","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Anisotropy; Geology; Hydraulic fracturing; Permeability (electromagnetism); Seismology; Fracture (geology); Economic geology; Geophysics; Petroleum engineering; Geotechnical engineering; Volcanism; Tectonics; Optics","score_opus":0.04130604250003169,"score_gpt":0.2518533149827042,"score_spread":0.2105472724826725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978136817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98911947,0.0004736635,0.0033987088,0.00020574703,0.0010186849,0.00048143303,0.000032359414,0.00010607528,0.0051638843],"genre_scores_gemma":[0.99503887,0.0000244179,0.004042795,0.0002642871,0.00008091404,0.0000041058697,0.0000047807944,0.0000038485446,0.000535966],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994626,0.00004867454,0.000119214725,0.00012132263,0.000074624295,0.00017357821],"domain_scores_gemma":[0.99952596,0.00017360397,0.00007591739,0.00014949954,0.000035630128,0.000039389088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003064875,0.00007991043,0.00012414939,0.000043984168,0.00012409911,0.000007382099,0.00020524391,0.00003183928,0.000049652514],"category_scores_gemma":[0.000054001957,0.000053897707,0.000071945826,0.00006847928,0.00009096997,0.00006867376,0.00000978275,0.00007508344,0.00008029445],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029202303,0.000058863363,0.7034014,0.00013093003,0.00011927371,0.0000032951689,0.0059070247,0.00003078207,0.008749444,0.00036243204,0.028426424,0.25251815],"study_design_scores_gemma":[0.0008253239,0.00070947845,0.19767143,0.00026561072,0.0001082521,0.000027315431,0.001038188,0.004055428,0.75175524,0.011333376,0.031830296,0.00038009122],"about_ca_topic_score_codex":0.0008281877,"about_ca_topic_score_gemma":0.0000016266894,"teacher_disagreement_score":0.74300575,"about_ca_system_score_codex":0.0000061100027,"about_ca_system_score_gemma":0.000016343476,"threshold_uncertainty_score":0.21978848},"labels":[],"label_agreement":null},{"id":"W1978609117","doi":"10.1190/geo2012-0429.1","title":"Coupling in amplitude variation with offset and the Wiggins approximation","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; University of Calgary","funders":"","keywords":"Amplitude versus offset; Interpretability; Linearization; Decoupling (probability); Amplitude; Offset (computer science); Nonlinear system; Mathematics; Approximations of π; Variation (astronomy); Mathematical analysis; Coupling (piping); Physics; Statistical physics; Quantum mechanics; Computer science","score_opus":0.006504680385594441,"score_gpt":0.17486349648450084,"score_spread":0.1683588160989064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978609117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99127805,0.0000397366,0.0060154614,0.0010507631,0.000034093446,0.00021694755,0.0000030156566,0.000042641666,0.0013192717],"genre_scores_gemma":[0.99777645,0.000018354493,0.0015791223,0.0005339074,0.000025865611,0.0000036306906,0.000027753524,0.0000012461193,0.000033685443],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996559,0.000015722691,0.00006707705,0.000087118584,0.000087415494,0.0000867605],"domain_scores_gemma":[0.9997842,0.00006562015,0.00003632837,0.0000783672,0.000019848843,0.00001565392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014215172,0.000047585607,0.00006128409,0.000022654629,0.00006828668,0.000059164686,0.000051818257,0.00001606487,0.00004702627],"category_scores_gemma":[0.0000074228988,0.000027589269,0.000007733641,0.00010091629,0.00006667379,0.00022430731,0.0000042219663,0.00006637211,0.00004714101],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025233225,0.00008893045,0.5862424,0.00011851522,0.000054649892,0.000003538938,0.009057224,0.028996747,0.00024583453,0.019724226,0.0056318985,0.34958372],"study_design_scores_gemma":[0.0002923019,0.000017511185,0.31492084,0.000010471199,0.0000035009944,0.0000011642686,0.0001247782,0.6684008,0.00003418288,0.01591194,0.00023172316,0.000050765684],"about_ca_topic_score_codex":0.013007159,"about_ca_topic_score_gemma":0.000041358617,"teacher_disagreement_score":0.63940406,"about_ca_system_score_codex":0.0000020176394,"about_ca_system_score_gemma":0.000009373243,"threshold_uncertainty_score":0.9935653},"labels":[],"label_agreement":null},{"id":"W1978801280","doi":"10.1190/1.3396316","title":"3D VSP migration by image point transform","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"PTC (Canada); Cystic Fibrosis Canada","funders":"Areva","keywords":"Prestack; Geology; Reflection (computer programming); Offset (computer science); Multiple; Seismic migration; Point (geometry); Reflector (photography); Piecewise; Algorithm; Computer science; Geometry; Seismology; Optics; Mathematics; Physics; Mathematical analysis","score_opus":0.003738635003758365,"score_gpt":0.18468366841838071,"score_spread":0.18094503341462234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978801280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379576,0.000055038978,0.00451086,0.0040232306,0.000685778,0.00017202602,0.00015449505,0.00032652542,0.052114446],"genre_scores_gemma":[0.9917921,0.000033669185,0.0050416696,0.0019056018,0.0001366042,9.1654454e-7,0.00027400337,0.0000035246412,0.000811919],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947387,0.000010032175,0.0000902373,0.00013395146,0.00012870235,0.00016322496],"domain_scores_gemma":[0.9997287,0.000022298547,0.000028298167,0.00013924051,0.000025769901,0.000055699602],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009479227,0.00008154751,0.00007284234,0.000023195353,0.00009850443,0.000047449925,0.00011791086,0.00004304843,0.0009778151],"category_scores_gemma":[0.0000070424603,0.0000688316,0.00004112806,0.000087775836,0.00006466918,0.000314668,0.0000025962368,0.00017805546,0.00053855154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001446967,0.000031687374,0.004120979,0.000013412409,0.000007778574,0.000003147971,0.00043338578,0.0000032505327,0.026063677,0.00013233851,0.26191252,0.70726335],"study_design_scores_gemma":[0.0004150957,0.00022259161,0.015534827,0.000014364914,0.000026687647,0.000015699909,0.00020764324,0.04660043,0.15972608,0.026362387,0.75031054,0.0005636193],"about_ca_topic_score_codex":0.0052445503,"about_ca_topic_score_gemma":0.00015675578,"teacher_disagreement_score":0.7066997,"about_ca_system_score_codex":0.0000012402926,"about_ca_system_score_gemma":0.00001668361,"threshold_uncertainty_score":0.99993545},"labels":[],"label_agreement":null},{"id":"W1978832174","doi":"10.1016/j.tecto.2003.11.015","title":"Deep 3-D seismic reflection imaging of Precambrian sills in southwestern Alberta, Canada","year":2004,"lang":"en","type":"article","venue":"Tectonophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Sill; Precambrian; Seismology; Reflection (computer programming); Basement; Reflector (photography); Crust; Paleontology; Geochemistry; Archaeology","score_opus":0.006770259403379176,"score_gpt":0.19758715697389687,"score_spread":0.1908168975705177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978832174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99047774,0.0000680338,0.0010978322,0.0003496882,0.00023436856,0.00012090774,0.0000101032665,0.000052729127,0.007588571],"genre_scores_gemma":[0.9987626,0.0000065928803,0.00032344216,0.00073600747,0.000039715225,8.8676603e-7,0.000028799332,0.00000489165,0.00009708339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992059,0.000029459266,0.00019451053,0.00018588692,0.00016526175,0.0002190179],"domain_scores_gemma":[0.99961853,0.00005437565,0.00008735136,0.00016689824,0.00002448108,0.000048389622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008704998,0.00011685962,0.00015942105,0.00007746155,0.000050322647,0.000015099996,0.0001452228,0.000027682974,0.000073297495],"category_scores_gemma":[0.000016444092,0.000108993125,0.000034680976,0.00025642468,0.00004783167,0.00016885108,0.000008266788,0.00013175906,0.000022798564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007667304,0.00004536874,0.5589322,0.00007803012,0.00002277749,0.000029555726,0.0012258595,0.083979376,0.0012163704,0.00006763259,0.00071466924,0.3536115],"study_design_scores_gemma":[0.003065694,0.0005329487,0.47148934,0.0004491789,0.00006938982,0.000067790774,0.0010804231,0.28249618,0.2175863,0.014326277,0.0073925187,0.0014439783],"about_ca_topic_score_codex":0.9805882,"about_ca_topic_score_gemma":0.7640989,"teacher_disagreement_score":0.35216752,"about_ca_system_score_codex":0.000043199012,"about_ca_system_score_gemma":0.00020478011,"threshold_uncertainty_score":0.44446105},"labels":[],"label_agreement":null},{"id":"W1978978447","doi":"10.1190/1.2968691","title":"CRS-based depth model building and imaging of 3D seismic data from the Gulf of Mexico Coast","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tembec","funders":"","keywords":"Geology; Stacking; Slowness; Inversion (geology); Normal moveout; Seismology; Reflection (computer programming); Tomography; Model building; Geophysical imaging; Prestack; Passive seismic; Data processing; Geodesy; Computer science; Optics; Anisotropy","score_opus":0.03499854161133379,"score_gpt":0.2383530357930362,"score_spread":0.20335449418170243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978978447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9458556,0.00048375587,0.05192653,0.00035275915,0.00006551008,0.00007330663,0.00063278934,0.000041520605,0.00056821754],"genre_scores_gemma":[0.98548555,0.00007898771,0.012835398,0.001337677,0.000035531237,2.0133072e-7,0.0002092433,0.000003620549,0.00001379896],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927694,0.000034303608,0.000161002,0.00019888469,0.0001906611,0.00013823716],"domain_scores_gemma":[0.99917763,0.00017895432,0.00011340723,0.00046020333,0.0000372833,0.000032546886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014926647,0.00009276286,0.00015157941,0.000027047154,0.00012097274,0.000010923386,0.00041174004,0.000020936732,0.000023931552],"category_scores_gemma":[0.000023247521,0.0000679248,0.000026115667,0.000107993015,0.00024287272,0.00020853816,0.000055807384,0.00009796873,0.000004677401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081362195,0.00006782582,0.6980151,0.00005316075,0.00005261644,0.000010400327,0.0011691566,0.05753794,0.0028065182,0.000060041537,0.044690903,0.19545497],"study_design_scores_gemma":[0.00015455415,0.0000142427725,0.019219998,0.00003268038,0.000018207631,0.0000024473325,0.00007812152,0.97238934,0.0052488353,0.0021871037,0.00057262735,0.00008185216],"about_ca_topic_score_codex":0.018143294,"about_ca_topic_score_gemma":0.000041328607,"teacher_disagreement_score":0.91485137,"about_ca_system_score_codex":0.000001466167,"about_ca_system_score_gemma":0.000067455134,"threshold_uncertainty_score":0.988395},"labels":[],"label_agreement":null},{"id":"W1979136713","doi":"10.2118/2009-047","title":"Estimation of Steam-Chamber Extent Using 4D Seismic","year":2009,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estimation; Geology; Environmental science; Petroleum engineering; Engineering","score_opus":0.02195875540972224,"score_gpt":0.23822145363316788,"score_spread":0.21626269822344563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979136713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9595043,0.000058636055,0.0086891,0.0018497964,0.0003832101,0.000049152193,0.00011330879,0.000034548062,0.029317927],"genre_scores_gemma":[0.99595326,0.000014005612,0.0017805416,0.001705634,0.00004428506,2.5035146e-7,0.00009423036,0.0000018559248,0.0004059615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923706,0.000021559375,0.00018489135,0.00016043616,0.00021314247,0.00018289583],"domain_scores_gemma":[0.99951017,0.000020276424,0.000085744614,0.000119452154,0.00010188567,0.00016244857],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001172127,0.00009095735,0.00010211748,0.00026048796,0.0000798213,0.00006213817,0.00019894438,0.0000440683,0.0018833245],"category_scores_gemma":[0.000037019745,0.000091173846,0.000040160256,0.000074350006,0.0000699709,0.00022400943,0.0000037265238,0.000094949166,0.000047140493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056132092,0.000035899935,0.04670994,0.000018339071,0.00006106259,0.00008235168,0.00041099187,0.4976923,0.00038797667,0.009050711,0.01058621,0.4349081],"study_design_scores_gemma":[0.000099805504,0.000042690797,0.021041444,0.000042969285,0.000005350663,0.000030457331,0.00006058208,0.969616,0.0005191225,0.002247353,0.006190367,0.000103855746],"about_ca_topic_score_codex":0.20476054,"about_ca_topic_score_gemma":0.0075352294,"teacher_disagreement_score":0.4719237,"about_ca_system_score_codex":0.000043756627,"about_ca_system_score_gemma":0.0003622122,"threshold_uncertainty_score":0.9990291},"labels":[],"label_agreement":null},{"id":"W1979141562","doi":"10.1190/1.1816994","title":"Inversion for Thomsen's parameters over Blackfoot field in Alberta, Canada","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Geology; Field (mathematics); Seismology; Mathematics","score_opus":0.014288978426325183,"score_gpt":0.19384572002769207,"score_spread":0.1795567416013669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979141562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8490461,0.00014052728,0.00072001293,0.022729758,0.00078763923,0.00046905837,0.000030935837,0.0001033253,0.12597264],"genre_scores_gemma":[0.9720897,0.00002543566,0.001332705,0.02162236,0.000016832657,0.00000102824,0.000015748128,0.0000018822558,0.0048943274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938387,0.000017505059,0.0001130134,0.0001591308,0.00011540062,0.0002110864],"domain_scores_gemma":[0.9995003,0.0002920733,0.000024370533,0.00011009351,0.00000966961,0.00006350204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007103994,0.00007852425,0.000091089554,0.000057023553,0.00005139198,0.000018354378,0.00012067754,0.00004315277,0.0031343657],"category_scores_gemma":[0.000066508605,0.000064197,0.000031173884,0.00009795867,0.00001913373,0.00010944314,0.000005075443,0.00007243767,0.000027248987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012629652,0.000005519159,0.11694946,0.0000069710627,0.0000025300612,0.000003769965,0.000060550366,0.00012707074,0.0000021885699,0.000035924077,0.836157,0.04663636],"study_design_scores_gemma":[0.00039530016,0.00013694883,0.009176913,0.000019622901,0.000005393598,0.0000028079028,0.00018151374,0.48239896,0.0027178484,0.0005939424,0.50413465,0.00023608912],"about_ca_topic_score_codex":0.9817702,"about_ca_topic_score_gemma":0.89329064,"teacher_disagreement_score":0.48227188,"about_ca_system_score_codex":0.00001021784,"about_ca_system_score_gemma":0.00002807036,"threshold_uncertainty_score":0.9977769},"labels":[],"label_agreement":null},{"id":"W1979147545","doi":"10.1190/1.3388468","title":"Efficient simultaneous wave-equation statics and trace regularization by series approximation","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; University of Calgary","funders":"","keywords":"Statics; Inversion (geology); Regularization (linguistics); Mathematical analysis; Applied mathematics; Mathematics; Algorithm; Mathematical optimization; Geology; Computer science; Physics; Classical mechanics","score_opus":0.00698320750874156,"score_gpt":0.1839265544421572,"score_spread":0.17694334693341562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979147545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620927,0.00003769812,0.035529174,0.0004446936,0.00023072316,0.00016661389,0.00005997929,0.00014271149,0.0012957143],"genre_scores_gemma":[0.98834807,0.0000150801425,0.010606363,0.00020295527,0.000048284943,7.540364e-7,0.00028407664,0.000003397739,0.00049102266],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994415,0.000022716476,0.00010966109,0.00014386141,0.00016175794,0.000120476194],"domain_scores_gemma":[0.9996529,0.0000756909,0.000067175955,0.0001099478,0.00005104626,0.00004322231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122042526,0.00008116388,0.00007164492,0.00002771603,0.00014440833,0.000063440304,0.000045656623,0.000049770762,0.000078728895],"category_scores_gemma":[0.000058875135,0.00007367453,0.000013340861,0.00010756481,0.00007739482,0.0001291417,0.000004915045,0.00011214127,0.000029347497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005944903,0.00009355827,0.0027056923,0.00009485941,0.000016404016,0.000005919848,0.0027529125,0.0140132615,0.019935664,0.005271909,0.0052043176,0.949846],"study_design_scores_gemma":[0.00009243653,0.00005950649,0.00096076744,0.0000050658537,0.000008588289,0.000006480475,0.00012497866,0.9784315,0.0072024046,0.009039634,0.003952576,0.000116027804],"about_ca_topic_score_codex":0.00025903192,"about_ca_topic_score_gemma":0.000007368139,"teacher_disagreement_score":0.9644183,"about_ca_system_score_codex":0.0000020938953,"about_ca_system_score_gemma":0.0000150594005,"threshold_uncertainty_score":0.300436},"labels":[],"label_agreement":null},{"id":"W1979155951","doi":"10.1046/j.1365-246x.2000.00270.x","title":"Applications of seismic pattern recognition and gravity inversion techniques to obtain enhanced subsurface images of the Earth's crust under the Central Metasedimentary Belt, Grenville Province, Ontario","year":2000,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Geology; Crust; Seismology; Inversion (geology); Reflection (computer programming); Precambrian; Stacking; Geophysics; Tectonics; Geochemistry","score_opus":0.008568933054456185,"score_gpt":0.20858176037184478,"score_spread":0.2000128273173886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979155951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909482,0.000027964305,0.003917674,0.0034917162,0.00010807851,0.00026007224,0.00019409462,0.000015045957,0.0010371658],"genre_scores_gemma":[0.9961817,0.00005353533,0.0009874697,0.002024663,0.00009561502,0.000003114416,0.000055679753,0.0000029341804,0.00059528305],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990212,0.000092681854,0.00024249402,0.00014721621,0.00035030415,0.00014610462],"domain_scores_gemma":[0.9994892,0.00007141629,0.00014966677,0.00012217666,0.00009717067,0.000070396396],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018912695,0.000101079684,0.000121816214,0.00005767871,0.00016985748,0.000036217796,0.00032287877,0.000028212724,0.0010008826],"category_scores_gemma":[0.000005467384,0.00006238455,0.00009146553,0.00011709852,0.00017627519,0.0001737532,0.000031753618,0.00024930047,0.000018302977],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107555665,0.00012276607,0.014754662,0.000011780419,0.00008317144,0.00000163367,0.0004513996,0.00031939792,0.006092341,0.000013261033,0.004503137,0.9735389],"study_design_scores_gemma":[0.0007263786,0.0004227867,0.52390593,0.0002750391,0.00014703331,0.00009958794,0.0007647778,0.0055703665,0.38998893,0.019248191,0.05839592,0.00045507032],"about_ca_topic_score_codex":0.06752767,"about_ca_topic_score_gemma":0.002359324,"teacher_disagreement_score":0.9730838,"about_ca_system_score_codex":0.000022605604,"about_ca_system_score_gemma":0.00007622487,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W1979732560","doi":"10.1190/segam2013-0230.1","title":"Seismic detection of fractures from injection: A field example","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Fracture (geology); Amplitude; Seismology; Field (mathematics); Petrology; Geotechnical engineering; Petroleum engineering","score_opus":0.011145943678000503,"score_gpt":0.20504939623235482,"score_spread":0.19390345255435432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979732560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96254426,0.000099717385,0.022496162,0.00043474993,0.00023219209,0.00008357546,0.0000046095856,0.00013379028,0.013970947],"genre_scores_gemma":[0.9954937,0.000012077634,0.0012896243,0.0027548422,0.00005841918,8.705822e-7,0.000013276457,0.0000011926073,0.0003759635],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995831,0.000021978716,0.00010599165,0.000111508074,0.000091096525,0.000086286615],"domain_scores_gemma":[0.9996651,0.00012044255,0.0000403032,0.00011346939,0.000027537973,0.00003317658],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004757001,0.000054668057,0.00007260818,0.00005419559,0.000049172657,0.00002162162,0.00007800767,0.00004983013,0.015642233],"category_scores_gemma":[0.000020271484,0.00004119908,0.000030794305,0.000080620055,0.000021972422,0.0001917925,0.0000044927524,0.00007520543,0.00026284874],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014619019,0.000009858883,0.08277599,0.000005282635,0.000013681734,3.933316e-7,0.00020871573,0.00029629687,0.002424064,0.000003850253,0.058402512,0.85584474],"study_design_scores_gemma":[0.0001718145,0.0003657977,0.26385254,0.000016397602,0.000010323901,0.000008527162,0.0005351594,0.15446766,0.52697945,0.011258079,0.04214184,0.0001924176],"about_ca_topic_score_codex":0.4540795,"about_ca_topic_score_gemma":0.000386971,"teacher_disagreement_score":0.85565233,"about_ca_system_score_codex":0.0000013867115,"about_ca_system_score_gemma":0.000007825277,"threshold_uncertainty_score":0.9852576},"labels":[],"label_agreement":null},{"id":"W1979888347","doi":"10.1016/j.tecto.2012.03.003","title":"Seismic imaging in hardrock environments: The role of heterogeneity?","year":2012,"lang":"en","type":"article","venue":"Tectonophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Seismology; Geophysical imaging","score_opus":0.007627780808876389,"score_gpt":0.19719918873817485,"score_spread":0.18957140792929847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979888347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935396,0.001183597,0.0004278763,0.00012413634,0.000099412646,0.00008920477,0.0000121624635,0.000034941633,0.0044890977],"genre_scores_gemma":[0.99904656,0.00003900275,0.0002137301,0.0006014131,0.000055724515,0.0000011196562,0.000010690993,0.000003320952,0.000028429946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993706,0.00004416871,0.00012867975,0.00009638996,0.00012888896,0.00023132484],"domain_scores_gemma":[0.9996655,0.00004226298,0.00005911647,0.00019299772,0.000003903177,0.000036245394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001690083,0.00008337307,0.00009365628,0.000039745344,0.000052239287,0.000009226224,0.00018594798,0.000018453215,0.000106427986],"category_scores_gemma":[0.000006299185,0.000059850845,0.00004263612,0.00011001601,0.000084212275,0.00023387857,0.000017395467,0.00010286853,0.0001242425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005677925,0.000027010397,0.826277,0.0000033192332,0.000004679046,2.9562247e-7,0.00029828798,0.00045641474,0.0026809587,0.00003826381,0.0002608817,0.16994719],"study_design_scores_gemma":[0.0002717466,0.000045899807,0.4662792,0.000032310167,0.000021030914,0.000011059803,0.0009214859,0.09357579,0.35274714,0.006337438,0.079439364,0.00031753152],"about_ca_topic_score_codex":0.0020542303,"about_ca_topic_score_gemma":0.000004673061,"teacher_disagreement_score":0.3599978,"about_ca_system_score_codex":0.000006364426,"about_ca_system_score_gemma":0.00000858993,"threshold_uncertainty_score":0.3105395},"labels":[],"label_agreement":null},{"id":"W1980333591","doi":"10.1016/j.cam.2010.05.048","title":"Coefficient identification in Euler–Bernoulli equation from over-posed data","year":2010,"lang":"en","type":"article","venue":"Journal of Computational and Applied Mathematics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Mathematics; Bernoulli's principle; Euler's formula; Mathematical analysis; Well-posed problem; Applied mathematics; Identification (biology)","score_opus":0.030482759911812006,"score_gpt":0.2529919578703678,"score_spread":0.2225091979585558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980333591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8829948,0.000045244284,0.11569561,0.0003249604,0.00021021161,0.00007100215,0.00004865625,0.000011663187,0.0005978661],"genre_scores_gemma":[0.9021546,0.000012442549,0.097441986,0.00015400052,0.00008275389,1.461923e-7,0.00014452514,0.000001948687,0.000007598106],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915576,0.000009904435,0.00038438212,0.00009710138,0.00028563765,0.00006722185],"domain_scores_gemma":[0.99912584,0.00036541306,0.00030592424,0.000107504246,0.00005314703,0.0000422015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005531158,0.00006253853,0.00012370598,0.0001005116,0.000047775164,0.00006575768,0.00019926806,0.000035267232,0.00015582371],"category_scores_gemma":[0.00006116246,0.000050103146,0.000015180366,0.00009007803,0.00004445021,0.00016047482,0.000015963748,0.00016446496,0.000016162947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025715315,0.0011775456,0.028523551,0.0002789852,0.00016642023,0.000031723564,0.0077464054,0.17554678,0.023023242,0.040469337,0.024986194,0.69779265],"study_design_scores_gemma":[0.00035340982,0.000019465535,0.03775828,0.000028819148,0.000014433919,0.000016885191,0.00020169315,0.85187626,0.0007341694,0.107986294,0.00092852826,0.00008177827],"about_ca_topic_score_codex":0.00006937773,"about_ca_topic_score_gemma":0.00001225851,"teacher_disagreement_score":0.6977109,"about_ca_system_score_codex":0.0000026914474,"about_ca_system_score_gemma":0.000037173584,"threshold_uncertainty_score":0.2043147},"labels":[],"label_agreement":null},{"id":"W1980386937","doi":"10.1144/1354-0793/10-023","title":"Integrating streamer and ocean-bottom seismic data for sub-basalt imaging on the Atlantic Margin","year":2010,"lang":"en","type":"article","venue":"Petroleum Geoscience","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Margin (machine learning); Metamorphic petrology; Basalt; Telmatology; Magmatism; Seismology; Geobiology; Regional geology; Igneous petrology; Ocean bottom; Geophysical imaging; Environmental geology; Palaeogeography; Volcanism; Engineering geology; Tectonics","score_opus":0.015712808950699188,"score_gpt":0.2321850011153704,"score_spread":0.21647219216467123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980386937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98517454,0.000086120344,0.0056992383,0.007110574,0.0005202695,0.0001581854,0.00017318684,0.00011878726,0.0009591153],"genre_scores_gemma":[0.9913601,0.00003525275,0.0037378706,0.004466458,0.00010599794,0.0000014971041,0.00009637904,0.0000049645055,0.0001914319],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986045,0.00004586006,0.00016664856,0.00051854877,0.0002650307,0.00039942889],"domain_scores_gemma":[0.9985668,0.0005858391,0.000092234826,0.00062221417,0.00003561028,0.000097292206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012324869,0.00015721814,0.00012712096,0.00010007575,0.00052840874,0.00024688072,0.00093788217,0.000032472104,0.0001041327],"category_scores_gemma":[0.0004478253,0.00009772303,0.000030531075,0.00017192047,0.0004225704,0.00039605494,0.0000685386,0.00038480645,0.000034389086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029624258,0.000023911283,0.7473473,0.000023769608,0.0000062530135,0.000006744147,0.00015193403,0.000048951948,0.0014239567,0.00066206255,0.03882093,0.21145457],"study_design_scores_gemma":[0.00012032254,0.0000480928,0.025206171,0.000032925007,0.000009516507,0.000028253655,0.00027321908,0.9386321,0.00067759637,0.00089692743,0.033904377,0.00017052816],"about_ca_topic_score_codex":0.0071975025,"about_ca_topic_score_gemma":0.00023707561,"teacher_disagreement_score":0.93858314,"about_ca_system_score_codex":0.0000034408356,"about_ca_system_score_gemma":0.00006856328,"threshold_uncertainty_score":0.99941367},"labels":[],"label_agreement":null},{"id":"W1980935820","doi":"10.3997/2214-4609-pdb.177.71","title":"Sv-Wave And P-Wave High Resolution Seismic Reflection Using Vertical Impacting And Vibrating Sources","year":2008,"lang":"en","type":"article","venue":"21st EEGS Symposium on the Application of Geophysics to Engineering and Environmental Problems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Seismology; Reflection (computer programming); Seismic wave; Surface wave; Hammer; Shear waves; High resolution; Vertical seismic profile; Acoustics; Shear (geology); Optics; Remote sensing; Engineering; Physics; Structural engineering; Paleontology","score_opus":0.013925147011962317,"score_gpt":0.17961549614970582,"score_spread":0.1656903491377435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980935820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99036586,0.00008676894,0.008833962,0.000316177,0.000025027226,0.00021427458,0.000010818931,0.000044815744,0.0001023197],"genre_scores_gemma":[0.9982843,0.00016296154,0.001315223,0.0001531785,0.00004185625,0.0000052445394,0.00001920867,0.0000077427985,0.00001028722],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931,0.000022814718,0.00015616506,0.00022228694,0.00013442714,0.00015427357],"domain_scores_gemma":[0.99966294,0.000085884916,0.000053858636,0.00012068331,0.000003999999,0.00007266316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015249633,0.0001308253,0.00012219566,0.000051873325,0.00026063158,0.000025133979,0.000037588547,0.00004467052,0.0000035940614],"category_scores_gemma":[0.0000064830288,0.00010583068,0.000018082075,0.00008132269,0.00009836115,0.00012308342,0.000026571333,0.00012146041,0.000003164331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067515924,0.00004189675,0.010069523,0.00010500016,0.00003892199,0.0000011981933,0.0019023753,0.18626839,0.7773172,0.00039773138,0.00004316815,0.023747021],"study_design_scores_gemma":[0.00013837933,0.0002409686,0.012997816,0.00004466034,0.000017105353,0.000056761703,0.00014939254,0.939161,0.04652478,0.00024146038,0.00026542586,0.000162246],"about_ca_topic_score_codex":0.0009860258,"about_ca_topic_score_gemma":6.989942e-7,"teacher_disagreement_score":0.7528926,"about_ca_system_score_codex":0.000014483705,"about_ca_system_score_gemma":0.0000038484604,"threshold_uncertainty_score":0.431565},"labels":[],"label_agreement":null},{"id":"W1981080836","doi":"10.3997/1873-0604.2009036","title":"Hydrogeologic structure underlying a recharge pond delineated with shear‐wave seismic reflection and cone penetrometer data","year":2009,"lang":"en","type":"article","venue":"Near Surface Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Penetrometer; Hydrogeology; Seismology; Borehole; Reflection (computer programming); Seismic refraction; Geotechnical engineering; Geodesy; Soil science","score_opus":0.05408893605483384,"score_gpt":0.25819447774434073,"score_spread":0.2041055416895069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981080836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99738014,0.00024092037,0.0007429872,0.00062818814,0.00008102308,0.00015946929,0.00011229789,0.00018273524,0.00047221186],"genre_scores_gemma":[0.98308045,0.00006311866,0.014525676,0.0015498403,0.00003455638,1.0048556e-7,0.0005497621,0.0000061394244,0.0001903538],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880385,0.000090716836,0.0001455375,0.00044441232,0.00021618894,0.00029929177],"domain_scores_gemma":[0.9992925,0.000062784566,0.00008466347,0.0004213788,0.000049773866,0.00008888367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020164457,0.0001934851,0.00021357294,0.000031921263,0.00025431765,0.00012797657,0.00018726478,0.00009938788,0.00018942582],"category_scores_gemma":[0.000017800812,0.00014620433,0.000019668489,0.00031327008,0.00011546206,0.0004232285,0.000024492027,0.00028839998,0.000035468853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014062662,0.00014240971,0.22097442,0.00014263709,0.0002983584,0.00019301794,0.0015536833,0.018776122,0.02726051,0.00008816682,0.022432014,0.7067324],"study_design_scores_gemma":[0.0007064557,0.0013566817,0.04313442,0.00004870348,0.00006831695,0.00014259756,0.0001156617,0.9412519,0.0040815594,0.00314369,0.005468812,0.00048124618],"about_ca_topic_score_codex":0.0026154632,"about_ca_topic_score_gemma":0.000032222586,"teacher_disagreement_score":0.92247576,"about_ca_system_score_codex":0.000008592908,"about_ca_system_score_gemma":0.000051129286,"threshold_uncertainty_score":0.5962039},"labels":[],"label_agreement":null},{"id":"W1981380534","doi":"10.2118/162704-ms","title":"Utilization of Anisotropic Velocity Models in Surface Microseismic Monitoring to Improve Hydraulic Fracturing Event Location Accuracy in Shale Plays","year":2012,"lang":"en","type":"article","venue":"SPE Canadian Unconventional Resources Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Anisotropy; Calibration; Geology; Isotropy; Hydraulic fracturing; Acoustics; Seismology; Geotechnical engineering; Physics; Optics","score_opus":0.037173436176798344,"score_gpt":0.2547421704337452,"score_spread":0.21756873425694684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981380534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995723,0.000347262,0.0014593556,0.0003161563,0.00018345438,0.00022613877,0.00013703885,0.000017510107,0.0015900638],"genre_scores_gemma":[0.9984586,0.000038150687,0.0009096481,0.00026702558,0.000049591083,0.0000032375924,0.00012833672,0.0000047473445,0.00014061773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987677,0.000067624074,0.00031355437,0.00023235434,0.0002215474,0.00039724706],"domain_scores_gemma":[0.9992339,0.00011997782,0.000110221146,0.00014564728,0.00008505641,0.00030519563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003094462,0.00012894,0.00015691857,0.00032232585,0.00007250313,0.000037217473,0.00022862972,0.00007977992,0.00095398625],"category_scores_gemma":[0.00017670546,0.00014083344,0.0000337492,0.00037420224,0.000046759193,0.0004499508,0.000015607251,0.00016257436,0.000043551412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040068342,0.0000402089,0.873473,0.00007348633,0.000009929782,0.0000072082576,0.0027585526,0.06108557,0.0004893669,0.000291394,0.00049165386,0.061239555],"study_design_scores_gemma":[0.0003213392,0.000056263558,0.80412376,0.0004697012,0.000005692321,0.0000049354016,0.0009552523,0.17597897,0.008994187,0.0022980638,0.0064868326,0.00030498588],"about_ca_topic_score_codex":0.38660094,"about_ca_topic_score_gemma":0.042903204,"teacher_disagreement_score":0.34369776,"about_ca_system_score_codex":0.00012533822,"about_ca_system_score_gemma":0.00035872395,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W1981832271","doi":"10.1016/j.cageo.2005.10.005","title":"Integrated software framework for processing of geophysical data","year":2005,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Data processing; Graphical user interface; Software; Component (thermodynamics); Flexibility (engineering); Interface (matter); Data processing system; Database; Operating system","score_opus":0.03598391389734322,"score_gpt":0.26892876821871203,"score_spread":0.2329448543213688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981832271","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07272464,0.0004934138,0.92437917,0.0012405498,0.0004721014,0.00016306949,0.00014704747,0.00019446615,0.00018551534],"genre_scores_gemma":[0.4790795,0.000010987689,0.519659,0.0009853275,0.00013229027,5.373816e-7,0.000096517724,0.0000016897332,0.000034122146],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989749,0.000023392804,0.0001856808,0.00035190422,0.0002228037,0.0002413185],"domain_scores_gemma":[0.9992172,0.00025031218,0.00010518652,0.00029257787,0.00006641265,0.000068274014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320522,0.00010099928,0.00015568944,0.00008212923,0.00018542931,0.0000836807,0.0010486298,0.000044026478,0.000064959604],"category_scores_gemma":[0.0001374507,0.0000755691,0.000036531335,0.00033202895,0.00032707216,0.00056043116,0.00005329197,0.00009823323,0.000014716646],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007939486,0.000016682017,0.009133838,0.00001691082,0.0000024908293,3.2800622e-7,0.00014730974,0.00012359695,0.000007545263,0.00008475456,0.008251756,0.9822068],"study_design_scores_gemma":[0.00008899783,0.00012935173,0.01000032,0.00012099452,0.000009132518,0.0000042320894,0.0001714964,0.91415334,0.0005710343,0.005726309,0.0688655,0.00015931288],"about_ca_topic_score_codex":0.0010787892,"about_ca_topic_score_gemma":0.00002293126,"teacher_disagreement_score":0.98204756,"about_ca_system_score_codex":0.0000030443302,"about_ca_system_score_gemma":0.00010430631,"threshold_uncertainty_score":0.30816185},"labels":[],"label_agreement":null},{"id":"W1981914807","doi":"10.1016/j.cpc.2014.11.002","title":"A computational method for full waveform inversion of crosswell seismic data using automatic differentiation","year":2014,"lang":"en","type":"article","venue":"Computer Physics Communications","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Computer science; Robustness (evolution); Inversion (geology); Algorithm; Mathematical optimization; Broyden–Fletcher–Goldfarb–Shanno algorithm; Convergence (economics); Applied mathematics; Mathematics; Geology","score_opus":0.07278111398638974,"score_gpt":0.31228895959258524,"score_spread":0.23950784560619548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981914807","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01367047,0.000031332485,0.98509085,0.0004548553,0.00011758868,0.00020771075,0.0001275216,0.00009124099,0.00020842646],"genre_scores_gemma":[0.41191745,0.0000066289895,0.58579177,0.0003929973,0.000048103993,9.2742994e-7,0.001833937,0.000003655546,0.0000045379397],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990827,0.00015955872,0.00027595647,0.00019909414,0.00014907063,0.00013361002],"domain_scores_gemma":[0.99772584,0.000618479,0.00022490976,0.0012554837,0.00013152437,0.000043745265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003965605,0.000106660475,0.00018037323,0.00006972717,0.00031153086,0.00005184573,0.0010895319,0.000038739498,0.000020402267],"category_scores_gemma":[0.000019027491,0.00010178156,0.000061251034,0.00017168121,0.000115332376,0.00033986897,0.00023770501,0.000099326455,0.000014609687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009382988,0.00010145746,0.0018175172,0.00010053021,0.000048169913,3.2299994e-8,0.0004269654,0.092090145,0.000121766214,0.002116612,0.00383811,0.8993293],"study_design_scores_gemma":[0.00024509293,0.00005388424,0.0011425785,0.0000459951,0.000033463562,0.0000019954064,0.00001541117,0.9674647,0.00009120715,0.028808255,0.0019865693,0.00011083457],"about_ca_topic_score_codex":0.00061035645,"about_ca_topic_score_gemma":0.000009558131,"teacher_disagreement_score":0.8992185,"about_ca_system_score_codex":0.0000093899325,"about_ca_system_score_gemma":0.000047155318,"threshold_uncertainty_score":0.41505316},"labels":[],"label_agreement":null},{"id":"W1981945884","doi":"10.1190/1.1817612","title":"Can multicomponent or joint AVO inversion improve impedance estimates?","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Electrical impedance; Inversion (geology); Joint (building); Geology; Computer science; Seismology; Electrical engineering; Engineering; Structural engineering","score_opus":0.02356653816334231,"score_gpt":0.2239159710294615,"score_spread":0.2003494328661192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981945884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92604345,0.00027009723,0.0034351698,0.00295158,0.0013641522,0.00049863925,0.00005302226,0.00084427535,0.06453959],"genre_scores_gemma":[0.97795236,0.0000540105,0.016494427,0.0036093623,0.00002210937,0.0000010017931,0.000022736505,0.0000039280153,0.0018400913],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903125,0.000046072455,0.00017984651,0.00025931402,0.00018515391,0.00029834133],"domain_scores_gemma":[0.99948215,0.00007257274,0.000058791433,0.00020875937,0.00003134415,0.00014640164],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023293015,0.00014012786,0.00014614643,0.00007554452,0.0001553931,0.000046363453,0.00012936273,0.000051310948,0.0043820837],"category_scores_gemma":[0.000121203484,0.00009245277,0.000050319974,0.00011876265,0.00007256326,0.0001453125,0.000009724722,0.00012242718,0.0003483605],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015620598,0.0001783872,0.18797833,0.00016800767,0.0000733236,0.0001667784,0.0010681452,0.00093251857,0.014157222,0.001166761,0.20774247,0.58621186],"study_design_scores_gemma":[0.0009407301,0.00041526227,0.009348696,0.00006367232,0.00002671265,0.00007095586,0.0008201528,0.5741964,0.31584677,0.0025814231,0.09502605,0.0006632062],"about_ca_topic_score_codex":0.00953793,"about_ca_topic_score_gemma":0.00014815948,"teacher_disagreement_score":0.58554864,"about_ca_system_score_codex":0.00001137035,"about_ca_system_score_gemma":0.00006136363,"threshold_uncertainty_score":0.9970576},"labels":[],"label_agreement":null},{"id":"W1982083346","doi":"10.1190/1.1817623","title":"P‐S converted‐wave AVO","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Computer science","score_opus":0.019199819135861267,"score_gpt":0.19501075476373672,"score_spread":0.17581093562787545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982083346","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057700735,0.00014761493,0.0016882898,0.0004655464,0.00029825087,0.000054547443,0.0000039261063,0.00018362579,0.9394575],"genre_scores_gemma":[0.98528755,0.00002261385,0.0032188804,0.006150473,0.000012458184,1.3459339e-7,0.0000066438556,0.0000010722771,0.005300188],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995782,0.000031155676,0.00006673527,0.00010404986,0.00008568651,0.00013417458],"domain_scores_gemma":[0.9997863,0.000032399614,0.000013574987,0.00009818205,0.000014068826,0.000055458633],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013137105,0.00005177085,0.000053999327,0.000035356155,0.00005896468,0.000020275778,0.000051090963,0.000025557843,0.024258133],"category_scores_gemma":[0.00002800203,0.000038590024,0.000024191566,0.00007892538,0.00003852653,0.000060498336,0.0000013430487,0.00005332114,0.0011913485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000082088045,0.000017710337,0.18995625,0.000008571916,0.000015261923,0.000027899508,0.00013963986,0.00002551085,0.00008422682,0.008134377,0.56912553,0.23245685],"study_design_scores_gemma":[0.00014854895,0.00005102707,0.0069898227,0.000004246933,0.000003888803,0.000043670098,0.00019349133,0.023466136,0.013691338,0.0059861876,0.9492661,0.00015557032],"about_ca_topic_score_codex":0.0013518442,"about_ca_topic_score_gemma":0.000014066398,"teacher_disagreement_score":0.93415725,"about_ca_system_score_codex":0.0000010850833,"about_ca_system_score_gemma":0.00001735004,"threshold_uncertainty_score":0.99958634},"labels":[],"label_agreement":null},{"id":"W1982214598","doi":"10.1190/1.3259616","title":"Design through interpretation of a very large 3D VSP in a complex area in Jonah Field, Wyoming","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Interpretation (philosophy); Field (mathematics); Geology; Computer science; Mathematics; Programming language","score_opus":0.04481468317116444,"score_gpt":0.2700182755647651,"score_spread":0.22520359239360066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982214598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8055978,0.0008446797,0.14874858,0.0046155625,0.0003090426,0.0005004254,0.000010912515,0.00015923388,0.039213803],"genre_scores_gemma":[0.992789,0.000029872039,0.0036501577,0.0034275055,0.000016885591,5.534163e-7,0.000009622585,0.0000014308833,0.00007501698],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993716,0.000104910454,0.00016471052,0.00010635643,0.000083381536,0.00016907333],"domain_scores_gemma":[0.9995398,0.00027324693,0.0000519609,0.00011254259,0.000009833153,0.000012621118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048540492,0.00006689101,0.00012910245,0.00008897518,0.000038945993,0.000015632011,0.00016983431,0.000035481004,0.00014112769],"category_scores_gemma":[0.00007210129,0.000049728093,0.000024142042,0.00019334411,0.000027321548,0.0001657933,0.000006228852,0.0001404019,0.000030135343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074262393,0.0001668939,0.13392523,0.00007441168,0.000021053049,0.000049886945,0.04763884,0.0085125845,0.0036363094,0.0005148108,0.07318599,0.7315314],"study_design_scores_gemma":[0.00056310167,0.0003035309,0.05241157,0.00032135486,0.000008764037,0.000011391061,0.0008289893,0.9234721,0.0064243157,0.010567736,0.004876574,0.00021058206],"about_ca_topic_score_codex":0.0010586303,"about_ca_topic_score_gemma":0.00007856752,"teacher_disagreement_score":0.9149595,"about_ca_system_score_codex":0.000007793743,"about_ca_system_score_gemma":0.000015447915,"threshold_uncertainty_score":0.20278528},"labels":[],"label_agreement":null},{"id":"W1982310250","doi":"10.1190/int-2012-0008.1","title":"Fractured shale description using isotropic seismic analysis","year":2013,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Alberta Energy; Quadrise Canada Corporation (Canada)","funders":"","keywords":"Geology; Isotropy; Oil shale; Azimuth; Anisotropy; Seismology; Poisson's ratio; Microseism; Fracture (geology); Inversion (geology); Seismic wave; Seismic inversion; Seismic anisotropy; Poisson distribution; Mineralogy; Geotechnical engineering; Geophysics; Geometry; Statistics; Mathematics; Physics","score_opus":0.013780034708192114,"score_gpt":0.22507120347774823,"score_spread":0.21129116876955611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982310250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7148509,0.000119190205,0.28297362,0.00016781889,0.0001542723,0.00008841496,0.0000051324446,0.00009795813,0.0015426916],"genre_scores_gemma":[0.99302226,0.0000062315335,0.004861282,0.0017850476,0.000032039974,0.00000123544,0.000102541904,0.000002239187,0.00018710412],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937826,0.000052274045,0.00015239832,0.00016049924,0.00012628632,0.00013030761],"domain_scores_gemma":[0.9996743,0.000029284498,0.0000752648,0.00011888092,0.000058539496,0.00004368342],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007003965,0.00007971805,0.000106413754,0.00024052443,0.00007575121,0.00011159754,0.00009699585,0.000046991358,0.0035202159],"category_scores_gemma":[0.000022605269,0.00006863762,0.00007929421,0.00030463692,0.00003007308,0.0006166092,0.0000042845786,0.0000786147,0.00040963496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033300985,0.000022576589,0.5096453,0.000020010464,0.00027126877,0.000003615289,0.0030960427,0.068445355,0.0028213456,0.000010590749,0.008531327,0.40709928],"study_design_scores_gemma":[0.000042713018,0.000022972334,0.11170761,0.000009280549,0.00007275563,0.0000018496837,0.000102562444,0.88549685,0.00095455867,0.0010227078,0.0004895217,0.000076592594],"about_ca_topic_score_codex":0.017666003,"about_ca_topic_score_gemma":0.00005059308,"teacher_disagreement_score":0.81705153,"about_ca_system_score_codex":0.000012104933,"about_ca_system_score_gemma":0.0000116200345,"threshold_uncertainty_score":0.9973907},"labels":[],"label_agreement":null},{"id":"W1982362907","doi":"10.1071/eg00481","title":"Using multi-attribute transforms to predict log properties from seismic data","year":2000,"lang":"en","type":"article","venue":"Exploration Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"University of Calgary","keywords":"Artificial neural network; Data mining; Computer science; Linear regression; Data set; Algorithm; Pattern recognition (psychology); Artificial intelligence; Machine learning","score_opus":0.13836447053238043,"score_gpt":0.26720011241415764,"score_spread":0.1288356418817772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982362907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80589175,0.00018314207,0.1895143,0.0015288007,0.00034474517,0.0004508424,0.0012333742,0.00040261005,0.00045041303],"genre_scores_gemma":[0.98029983,0.00010033928,0.013672042,0.0029549843,0.00025263973,0.0000026470432,0.0022844237,0.000008019544,0.00042509535],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989597,0.000045713376,0.00020058345,0.00034404613,0.00023146797,0.0002184719],"domain_scores_gemma":[0.9993639,0.000017928693,0.000036237336,0.00044787515,0.00003907418,0.000094960735],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012645335,0.00014187179,0.00014193065,0.00004642998,0.00019666899,0.00010278575,0.00038499135,0.000047920366,0.0006452058],"category_scores_gemma":[0.000011471597,0.00011522959,0.000030268839,0.00022005448,0.00004783426,0.0016940571,0.000015289981,0.00011159981,0.00094238523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011434304,0.00010060611,0.008712275,0.000022000488,0.000051473256,0.000009161745,0.004384499,0.052234683,0.0017997322,0.0000056249214,0.01947085,0.91309476],"study_design_scores_gemma":[0.00027158437,0.0000801858,0.0026624305,0.00005064239,0.000022425502,0.0000015800937,0.00041520677,0.94512403,0.0064519867,0.00064950384,0.044000275,0.000270149],"about_ca_topic_score_codex":0.008700425,"about_ca_topic_score_gemma":0.00007268052,"teacher_disagreement_score":0.91282463,"about_ca_system_score_codex":0.0000070204724,"about_ca_system_score_gemma":0.0000571524,"threshold_uncertainty_score":0.9998355},"labels":[],"label_agreement":null},{"id":"W1982642244","doi":"10.1093/gji/ggv020","title":"Fast imaging with surface-related multiples by sparse inversion","year":2015,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple; Inversion (geology); Algorithm; Solver; Seismic migration; Computer science; Computation; Amplitude; Geology; Synthetic data; Seismology; Mathematics; Mathematical optimization; Optics; Physics","score_opus":0.013221258047928657,"score_gpt":0.2143412031822477,"score_spread":0.20111994513431905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982642244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776135,0.00014961565,0.0016300214,0.0050704754,0.0009718281,0.000058334248,0.000054043016,0.00011240549,0.014339756],"genre_scores_gemma":[0.99512553,0.000025340845,0.0022092017,0.0011793065,0.00018127878,1.3869042e-7,0.000110641224,0.000004875974,0.0011636667],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988353,0.000055184355,0.0001864162,0.00016851939,0.0005450655,0.0002094758],"domain_scores_gemma":[0.99933803,0.000049901875,0.0001236629,0.00007727872,0.00016731408,0.00024382898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002054091,0.0001236567,0.000114469934,0.00006909575,0.00011588338,0.00015308616,0.00030165032,0.00003023214,0.00061213743],"category_scores_gemma":[0.0000343616,0.0000890172,0.00005791435,0.000109169545,0.00011783768,0.0005647905,0.0000196536,0.00031385687,0.0004198706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032637682,0.00014231139,0.4114291,0.0000034109275,0.00012946858,0.00020387488,0.0007166996,0.0067442525,0.0012131635,0.00011259272,0.44960696,0.12937179],"study_design_scores_gemma":[0.0028067243,0.0003243796,0.02451761,0.00014218444,0.000038535105,0.0008760429,0.0019913884,0.827728,0.0042142007,0.00605785,0.13068938,0.0006137378],"about_ca_topic_score_codex":0.0013267968,"about_ca_topic_score_gemma":0.0000047083936,"teacher_disagreement_score":0.8209837,"about_ca_system_score_codex":0.000023000506,"about_ca_system_score_gemma":0.000058775542,"threshold_uncertainty_score":0.67024755},"labels":[],"label_agreement":null},{"id":"W1982675552","doi":"10.1016/j.advwatres.2012.11.008","title":"On the interpretation of hydraulic pulse tests on rock specimens","year":2012,"lang":"en","type":"article","venue":"Advances in Water Resources","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biot number; Compressibility; Poromechanics; Geology; Geotechnical engineering; Permeability (electromagnetism); Thermal conduction; Mechanics; Fluid dynamics; Mineralogy; Porosity; Physics; Thermodynamics; Porous medium","score_opus":0.00915277239319002,"score_gpt":0.22700360406473774,"score_spread":0.21785083167154773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982675552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95502603,0.0007664766,0.00006999847,0.0006900088,0.00017678629,0.0001027385,0.000004500178,0.000035839355,0.043127626],"genre_scores_gemma":[0.99775565,0.000087895125,0.00008310297,0.0018060812,0.00005375804,0.0000016464196,0.000010435303,0.0000028751263,0.00019856862],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999236,0.0000857147,0.00015499859,0.00011999408,0.00017807879,0.00022525384],"domain_scores_gemma":[0.99948895,0.00025477688,0.000050203773,0.00016290671,0.000009698714,0.00003343964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027572285,0.000092247894,0.00009956826,0.000099256715,0.000058041685,0.000014397561,0.00019124645,0.000026110783,0.000694553],"category_scores_gemma":[0.000048518814,0.000046230925,0.00003091475,0.000087259905,0.0000582757,0.00027551502,0.000010460835,0.0001185574,0.00025937677],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066998706,0.000240393,0.45477676,0.00007887009,0.000027428932,0.000009303596,0.026586236,0.046871282,0.00074859627,0.00085162313,0.004585858,0.46455365],"study_design_scores_gemma":[0.00058769644,0.0012205102,0.11896347,0.0005792977,0.000020421498,0.000016496666,0.0020466128,0.053942963,0.23064436,0.020917727,0.5704122,0.0006482049],"about_ca_topic_score_codex":0.00027557457,"about_ca_topic_score_gemma":0.00002264476,"teacher_disagreement_score":0.56582636,"about_ca_system_score_codex":0.0000045637203,"about_ca_system_score_gemma":0.0000014936527,"threshold_uncertainty_score":0.76048684},"labels":[],"label_agreement":null},{"id":"W1982764661","doi":"10.1121/1.3559685","title":"Energy velocity and quality factor of poroelastic waves in isotropic media","year":2011,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Poromechanics; Physics; Viscoelasticity; Isotropy; Mechanics; Dissipation; Biot number; Phase velocity; Longitudinal wave; Group velocity; Classical mechanics; Wave propagation; Materials science; Thermodynamics; Porosity; Optics; Porous medium","score_opus":0.027816149549549803,"score_gpt":0.2308968892837324,"score_spread":0.20308073973418259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982764661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941314,0.0007047083,0.05546734,0.0016884645,0.00023674736,0.000053578555,0.00003679896,0.000009741759,0.0004886492],"genre_scores_gemma":[0.9862002,0.0006563716,0.012141012,0.0009599054,0.000028368288,3.0089097e-8,2.9637894e-7,0.000001558357,0.000012230514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990735,0.00017192845,0.00032936892,0.000051195548,0.00025370295,0.000120294826],"domain_scores_gemma":[0.99881613,0.0006214064,0.0003375424,0.00011670382,0.000058243997,0.000049996208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038084175,0.00006858691,0.00022703613,0.000017476783,0.0000482414,0.000003096395,0.0003099951,0.00003796975,0.00022682414],"category_scores_gemma":[0.00018751022,0.000033595246,0.00011598023,0.00012921006,0.000748404,0.00006519794,0.000032621116,0.00019384705,5.595471e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085856975,0.00040465398,0.3599542,0.000248229,0.0003833799,0.000003388726,0.027637763,0.00074242137,0.007619733,0.00007719893,0.028479569,0.5735909],"study_design_scores_gemma":[0.00041551146,0.0004459762,0.8951319,0.000107336215,0.00010075239,0.00002624963,0.0050899433,0.08428698,0.007224084,0.0062894924,0.000738024,0.00014378547],"about_ca_topic_score_codex":0.005735368,"about_ca_topic_score_gemma":0.000008180316,"teacher_disagreement_score":0.5734471,"about_ca_system_score_codex":0.0000054053303,"about_ca_system_score_gemma":0.000043154818,"threshold_uncertainty_score":0.8670199},"labels":[],"label_agreement":null},{"id":"W1983339420","doi":"10.2118/145402-pa","title":"Geomechanical-Data Acquisition, Monitoring, and Applications in SAGD","year":2011,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geomechanics; Petroleum engineering; Instrumentation (computer programming); Geology; Reservoir simulation; Steam injection; Reservoir engineering; Oil field; Petroleum reservoir; Geotechnical engineering; Computer science; Petroleum","score_opus":0.025220344433547152,"score_gpt":0.21939768254873807,"score_spread":0.19417733811519092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983339420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97244745,0.004789729,0.0019165076,0.008028983,0.00047601375,0.00017526263,0.0001410949,0.0001159109,0.011909063],"genre_scores_gemma":[0.99496984,0.00048786728,0.004223066,0.00021304698,0.000058498073,5.777234e-7,0.0000071633,0.0000025515826,0.000037409358],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932605,0.000017122575,0.00023605446,0.0001273065,0.00008529178,0.00020817784],"domain_scores_gemma":[0.999399,0.000020028649,0.00011793565,0.0002474159,0.000050363295,0.00016522597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029328364,0.00006893631,0.0001401018,0.0018987452,0.000062596926,0.000013576417,0.00050130044,0.00011626453,0.00023063134],"category_scores_gemma":[0.00003597492,0.000060784776,0.000016130152,0.00048417135,0.00009239855,0.00020016979,0.000017216631,0.00026178372,0.000012106414],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011138179,0.000014214132,0.8904202,0.0000064685846,0.000016180347,0.000085365624,0.00006706532,0.0000045663164,0.000053688447,0.0008500081,0.00482252,0.10364861],"study_design_scores_gemma":[0.0007320701,0.00057997217,0.41039136,0.00011571789,0.000047489586,0.0010706183,0.0024013924,0.0018426685,0.0038148805,0.041254938,0.5373555,0.00039341094],"about_ca_topic_score_codex":0.08971164,"about_ca_topic_score_gemma":0.023572052,"teacher_disagreement_score":0.53253293,"about_ca_system_score_codex":0.000017809878,"about_ca_system_score_gemma":0.00015151572,"threshold_uncertainty_score":0.99424523},"labels":[],"label_agreement":null},{"id":"W1983719298","doi":"10.1190/1.1851252","title":"Attenuation estimates from VSP and log data","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Geology; Computer science; Seismology; Physics; Optics","score_opus":0.03574284062798108,"score_gpt":0.2439463876073291,"score_spread":0.208203546979348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983719298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93555146,0.0011178495,0.031421065,0.009846663,0.00027280557,0.0001321663,0.0003047504,0.00048557104,0.020867653],"genre_scores_gemma":[0.9479307,0.000067272405,0.04894169,0.0021949515,0.0000327716,7.436814e-8,0.00075495755,9.4795297e-7,0.000076659686],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996497,0.00000558044,0.000055690685,0.00015102349,0.00006654879,0.00007143939],"domain_scores_gemma":[0.99972564,0.000042032752,0.000014972107,0.00017714473,0.000007059077,0.000033127388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006792589,0.000042336018,0.000045244626,0.000021177779,0.000054928474,0.000031807747,0.000119086544,0.000019957066,0.0009015145],"category_scores_gemma":[0.00002771535,0.000031759006,0.000004495264,0.00003490239,0.000041434316,0.0002683994,0.000016504275,0.000033854092,0.00016966449],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010507195,0.000010841689,0.42301986,0.00000519363,0.000012141875,0.000007426296,0.00015579005,0.00016979662,0.00013177177,0.00026958642,0.05072742,0.5254797],"study_design_scores_gemma":[0.00070422306,0.000116774376,0.5026037,0.00005363613,0.00003512757,0.00002239083,0.00035778142,0.33273265,0.010223498,0.07596292,0.07679494,0.0003923129],"about_ca_topic_score_codex":0.030473292,"about_ca_topic_score_gemma":0.00017764902,"teacher_disagreement_score":0.52508736,"about_ca_system_score_codex":9.648318e-7,"about_ca_system_score_gemma":0.00001145723,"threshold_uncertainty_score":0.9870952},"labels":[],"label_agreement":null},{"id":"W1983927663","doi":"10.1190/1.1851135","title":"Time‐lapse seismic analysis of a heavy oil cold production field, Lloydminster, Western Canada","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Field (mathematics); Oil field; Production (economics); Environmental science; Geology; Petroleum engineering","score_opus":0.007792571758754861,"score_gpt":0.19612541019245508,"score_spread":0.18833283843370022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983927663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882403,0.00010159188,0.00035351637,0.004192182,0.00023683692,0.000051653456,0.000031422787,0.000086274165,0.0067062103],"genre_scores_gemma":[0.9870779,0.000035890596,0.0004737202,0.004913098,0.00002948086,5.460243e-7,0.000054580047,0.0000019237282,0.0074128793],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991813,0.000026260852,0.00019585965,0.000207093,0.0002251284,0.00016438571],"domain_scores_gemma":[0.999567,0.00003429695,0.00007049831,0.00021369217,0.000046025398,0.00006853959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001398998,0.00009305349,0.00019614064,0.00017239423,0.00006275361,0.000014987173,0.00013838394,0.00003812079,0.00088457164],"category_scores_gemma":[0.000024512272,0.00007677077,0.00006439621,0.00053139194,0.00004265798,0.00013173446,0.0000071686336,0.00007148578,0.00003344704],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023281194,0.0001890994,0.37108335,0.00015760786,0.0012006504,0.00006680998,0.00092746073,0.14507085,0.0018689916,0.000034348952,0.23786862,0.2412994],"study_design_scores_gemma":[0.0012155947,0.0007735387,0.041833088,0.00019359538,0.0012713762,0.000054007098,0.0009758327,0.16881844,0.5477829,0.00025506146,0.23555373,0.0012728272],"about_ca_topic_score_codex":0.9040103,"about_ca_topic_score_gemma":0.49829486,"teacher_disagreement_score":0.54591393,"about_ca_system_score_codex":0.000016308126,"about_ca_system_score_gemma":0.00021102536,"threshold_uncertainty_score":0.9685439},"labels":[],"label_agreement":null},{"id":"W1983945725","doi":"10.3997/2214-4609.20147801","title":"Methods of Multicomponent Seismic Data Interpretation","year":2008,"lang":"en","type":"article","venue":"70th EAGE Conference and Exhibition incorporating SPE EUROPEC 2008","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismogram; Lithology; Seismology; Seismic to simulation; Inversion (geology); Isochron; Synthetic seismogram; Structural basin; Seismometer; Seismic inversion; Carbonate; Oil shale; Petrology; Mineralogy; Geomorphology; Geochemistry; Paleontology","score_opus":0.07832894754480212,"score_gpt":0.292936800128836,"score_spread":0.21460785258403386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983945725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6553189,0.0005443958,0.32647887,0.0008266075,0.00046201778,0.0003193048,0.00021745596,0.00026260212,0.015569807],"genre_scores_gemma":[0.9196908,0.0002843154,0.07872993,0.00060940627,0.000059254267,6.3382464e-7,0.00047271975,0.000005489989,0.00014744386],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986089,0.00027705485,0.00039975578,0.00036361828,0.00019087548,0.0001597817],"domain_scores_gemma":[0.9989908,0.0001408185,0.00028904853,0.0003746097,0.000119711534,0.00008505246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005487508,0.00015005081,0.00022557554,0.00012898435,0.00020056682,0.000038810158,0.00027484642,0.000049220962,0.00032459685],"category_scores_gemma":[0.00015436046,0.0001317798,0.000029328367,0.00016720875,0.0003077727,0.0005247922,0.000066513545,0.00017258515,0.000058844293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017547014,0.00010556851,0.07198432,0.00016066745,0.00004771257,0.00012489798,0.0029182362,0.0008853997,0.011904604,0.00039475935,0.020017687,0.89128065],"study_design_scores_gemma":[0.0003739744,0.00018396757,0.020272478,0.00017231362,0.000020832178,0.00013822698,0.00040210204,0.96348804,0.009076226,0.0012247659,0.004364424,0.0002826602],"about_ca_topic_score_codex":0.0015621157,"about_ca_topic_score_gemma":0.000017866636,"teacher_disagreement_score":0.9626026,"about_ca_system_score_codex":0.0000034090388,"about_ca_system_score_gemma":0.00007032325,"threshold_uncertainty_score":0.5373824},"labels":[],"label_agreement":null},{"id":"W1984082690","doi":"10.1190/1.1815899","title":"A new method for the estimation of anisotropy parameters from surface<i>P‐</i>wave seismic data","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Anisotropy; Estimation; Geology; Computer science; Seismic wave; Seismology; Physics; Optics; Engineering; Systems engineering","score_opus":0.04664051912467613,"score_gpt":0.2834440103056203,"score_spread":0.23680349118094415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984082690","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026491785,0.00028552336,0.9687742,0.0022521028,0.00010688747,0.00024984076,0.000419656,0.00009022461,0.0013297962],"genre_scores_gemma":[0.13800794,0.000102080645,0.85793835,0.0022570882,0.000025173687,3.4266972e-7,0.0004875211,0.0000028871584,0.001178614],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928653,0.00005174577,0.00016972331,0.00021899775,0.00013632287,0.00013665645],"domain_scores_gemma":[0.99866635,0.0007332644,0.000054393066,0.00048450867,0.000013880027,0.00004761434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003386544,0.00008479259,0.00012376775,0.000018109129,0.00008324061,0.000037455866,0.0003902329,0.000036767702,0.0041104653],"category_scores_gemma":[0.00003610723,0.000052845633,0.00004061859,0.00009704641,0.000038910246,0.00023595912,0.000011373324,0.000057002126,0.000061580635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003691012,0.000003032891,0.00022494828,0.000002431887,0.000017392907,2.2508844e-7,0.00006785458,0.025671476,0.000021158708,0.000012730598,0.098608375,0.8753335],"study_design_scores_gemma":[0.00016821083,0.00005111851,0.00050117995,0.0000074854543,0.000034405562,0.000002209719,0.000076497185,0.9486051,0.0049323603,0.0051106117,0.04043825,0.00007256055],"about_ca_topic_score_codex":0.0869762,"about_ca_topic_score_gemma":0.00007701066,"teacher_disagreement_score":0.92293364,"about_ca_system_score_codex":0.0000018043139,"about_ca_system_score_gemma":0.00004618197,"threshold_uncertainty_score":0.9967999},"labels":[],"label_agreement":null},{"id":"W1984249835","doi":"10.1190/1.1816254","title":"Generalized least‐squares DSR migration using a common angle imaging condition","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Schlumberger Foundation","keywords":"Least-squares function approximation; Geology; Computer science; Algorithm; Mathematics; Statistics","score_opus":0.023081662563341005,"score_gpt":0.2544271101847068,"score_spread":0.2313454476213658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984249835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98118,0.00027454784,0.0066573154,0.0011594766,0.00017068356,0.00009658801,0.000012657069,0.00027665103,0.010172074],"genre_scores_gemma":[0.9911833,0.000058535494,0.0048155463,0.0032665557,0.000083077364,5.1731706e-7,0.00021124988,0.0000031807615,0.00037806225],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992744,0.00006416409,0.00015123723,0.00016579384,0.00015220467,0.00019222172],"domain_scores_gemma":[0.9997038,0.000027575012,0.00005534752,0.00012063106,0.00003373147,0.000058866113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015111103,0.00009646485,0.00010327637,0.00011250742,0.00019448958,0.000087317945,0.00009173249,0.000029658775,0.004040459],"category_scores_gemma":[0.000009748851,0.000081856655,0.000044518056,0.00016003016,0.00005412372,0.00043349,0.000005537747,0.00006660147,0.000109933586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042819724,0.000021625161,0.8019107,0.00000804491,0.00000881693,0.000029037476,0.0001892801,0.0011517621,0.0022222386,0.00017389942,0.045906894,0.14833486],"study_design_scores_gemma":[0.00031918308,0.000040887113,0.025331864,0.000026517859,0.00001504813,0.00011690808,0.00038596257,0.91209316,0.0066387584,0.0022866095,0.052519366,0.00022575594],"about_ca_topic_score_codex":0.03576517,"about_ca_topic_score_gemma":0.00061974634,"teacher_disagreement_score":0.91094136,"about_ca_system_score_codex":0.0000073850088,"about_ca_system_score_gemma":0.000017067277,"threshold_uncertainty_score":0.99687},"labels":[],"label_agreement":null},{"id":"W1984374288","doi":"10.1190/1.1839683","title":"Multigrid deconvolution of seismic data","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deconvolution; Computer science; Geology; Algorithm","score_opus":0.03343430417085965,"score_gpt":0.24159834425069576,"score_spread":0.2081640400798361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984374288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87623584,0.0006413703,0.07135826,0.0027241474,0.0005114559,0.00018331835,0.00021768916,0.00038115692,0.04774673],"genre_scores_gemma":[0.9843863,0.00004967163,0.01419028,0.0010075977,0.0000217455,5.588302e-8,0.00017073621,8.642541e-7,0.00017269474],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995718,0.000010009136,0.00010411597,0.00013091094,0.00008935361,0.00009380806],"domain_scores_gemma":[0.9996148,0.000018447881,0.000033006792,0.00028549842,0.000015863168,0.000032416378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001437337,0.000043492873,0.00006203146,0.00004441856,0.000033411125,0.0000066446732,0.00026613896,0.000017800407,0.0007089796],"category_scores_gemma":[0.00002194424,0.00003393243,0.0000145812655,0.00007515131,0.000054389224,0.00023190917,0.000015137314,0.000040761985,0.00017176163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000298186,0.000050982482,0.14113863,0.000033918303,0.000021978361,0.0000063700854,0.00018081632,0.0060059233,0.00041662747,0.00041844312,0.06791267,0.78378385],"study_design_scores_gemma":[0.000747119,0.00012544812,0.065011956,0.000048337264,0.00001744835,0.000031353728,0.00030527136,0.7838463,0.038587026,0.00763956,0.103373215,0.00026693015],"about_ca_topic_score_codex":0.024129912,"about_ca_topic_score_gemma":0.00014293643,"teacher_disagreement_score":0.7835169,"about_ca_system_score_codex":0.0000019222964,"about_ca_system_score_gemma":0.000033968034,"threshold_uncertainty_score":0.98236847},"labels":[],"label_agreement":null},{"id":"W1984543621","doi":"10.1190/1.1451319","title":"Case History: Integrated geological and geophysical interpretation case study, and Lamé rock parameter extractions using AVO analysis on the Blackfoot 3C-3D seismic data, southern Alberta, Canada","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy","funders":"University of Calgary","keywords":"Geology; Lithology; Facies; Seismology; Geomorphology; Geophysics; Mineralogy; Petrology","score_opus":0.045512470427849096,"score_gpt":0.22572397358857926,"score_spread":0.18021150316073017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984543621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981124,0.00007799025,0.0008425288,0.00026212784,0.00010583546,0.0001840588,0.00016985905,0.00003642581,0.00020881691],"genre_scores_gemma":[0.9980403,0.0000073879933,0.00016421055,0.0012264696,0.000047875317,0.0000019709087,0.00009135121,0.0000054420498,0.00041499877],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872464,0.00022224156,0.0001970393,0.00044364008,0.00018634382,0.00022609449],"domain_scores_gemma":[0.99864054,0.00066452305,0.00010921829,0.000440965,0.000044291373,0.00010049109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015229457,0.00019880662,0.00023878986,0.00007986075,0.00034397887,0.00007349125,0.00015534859,0.0000524163,0.00040604637],"category_scores_gemma":[0.000074716445,0.00013596969,0.000041540243,0.0002687833,0.00012275927,0.00020460352,0.000043054344,0.00032432404,0.000028057557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004748813,0.0015645956,0.25000143,0.00009217785,0.0038223253,0.033835094,0.04601383,0.057952207,0.00005498404,0.00008352778,0.08066689,0.5254381],"study_design_scores_gemma":[0.00010392506,0.00010627192,0.0009105968,0.0000059652516,0.00038253854,0.0011049932,0.005425124,0.9900488,0.0000034821626,0.000064167456,0.001663882,0.00018022142],"about_ca_topic_score_codex":0.9603507,"about_ca_topic_score_gemma":0.5027841,"teacher_disagreement_score":0.9320966,"about_ca_system_score_codex":0.00003780827,"about_ca_system_score_gemma":0.000051695893,"threshold_uncertainty_score":0.55446833},"labels":[],"label_agreement":null},{"id":"W1984564651","doi":"10.1144/gsl.sp.2007.270.01.06","title":"Using VSP surveys to bridge the scale gap between well and seismic data","year":2007,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Bridge (graph theory); Seismology; Scale (ratio); Geology; Forensic engineering; Engineering; Geography; Cartography","score_opus":0.1156836773229467,"score_gpt":0.3073972756427625,"score_spread":0.19171359831981577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984564651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72203594,0.0002868769,0.17217724,0.050188407,0.00037416597,0.00074546266,0.0007803181,0.0004271925,0.052984413],"genre_scores_gemma":[0.9772712,0.00010714669,0.010563458,0.009103685,0.001556755,8.5129454e-7,0.0006761901,0.0000046077857,0.000716078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985492,0.00012372596,0.0002551703,0.0004286422,0.00025177604,0.00039146165],"domain_scores_gemma":[0.99867964,0.0004111373,0.00007609966,0.00053629256,0.00008136987,0.00021545358],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027845395,0.00012837381,0.0001582995,0.000041904237,0.00062322593,0.00015913248,0.0007501583,0.00012133843,0.0016128953],"category_scores_gemma":[0.00014091765,0.00008837737,0.00006692114,0.0005027375,0.0003839462,0.0003002175,0.00019348116,0.0002620842,0.00023257895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041578005,0.000018230847,0.7037758,0.0000028144145,0.000016661008,5.2252454e-7,0.00016218233,0.000052864478,0.00001593313,0.00027018416,0.21472995,0.08095069],"study_design_scores_gemma":[0.00006649224,0.00002215616,0.6154591,0.0000021842156,0.000012399711,0.000005600048,0.00010693892,0.007726982,0.00003420809,0.0011558476,0.37529808,0.00010998539],"about_ca_topic_score_codex":0.004390813,"about_ca_topic_score_gemma":0.00023685793,"teacher_disagreement_score":0.2552353,"about_ca_system_score_codex":0.000010698323,"about_ca_system_score_gemma":0.000034789704,"threshold_uncertainty_score":0.99929976},"labels":[],"label_agreement":null},{"id":"W1985212417","doi":"10.2118/109626-ms","title":"Combined Seismic Inversion Methods in Reservoir Model Development","year":2007,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Seismic inversion; Inversion (geology); Petrophysics; Seismic to simulation; Reservoir modeling; Geology; Electrical impedance; Computer science; Synthetic seismogram; Seismology; Petroleum engineering; Engineering; Geotechnical engineering; Porosity","score_opus":0.04096565842483371,"score_gpt":0.30636367788922586,"score_spread":0.2653980194643921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985212417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74206555,0.0001010321,0.23513651,0.0016936128,0.000084942454,0.00027821542,0.000019782701,0.0003040733,0.020316303],"genre_scores_gemma":[0.922038,0.000094858864,0.07617932,0.001387578,0.00001611125,0.0000013066647,0.00008298374,0.000003246918,0.00019660249],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880284,0.000065294415,0.00031412745,0.00030557992,0.00019535504,0.00031680652],"domain_scores_gemma":[0.9995142,0.00009483524,0.000058208294,0.00013790232,0.00006985542,0.0001249835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013266315,0.00013839663,0.00017533956,0.0002197341,0.00012142115,0.000035295194,0.00014768098,0.00015496608,0.00015835541],"category_scores_gemma":[0.00006276816,0.00012214172,0.000029179919,0.00024228291,0.00013005774,0.00034853618,0.00004156071,0.00028001398,0.00003617413],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005194649,0.00012898259,0.032524303,0.00007917949,0.000009805046,0.000052984346,0.0014469302,0.0007151272,0.006519447,0.0021210639,0.022508113,0.9333746],"study_design_scores_gemma":[0.0016533135,0.0007348463,0.110260375,0.00043892866,0.000020459405,0.000035550554,0.0026332042,0.6729366,0.08101388,0.10277406,0.0263823,0.0011164416],"about_ca_topic_score_codex":0.0008438115,"about_ca_topic_score_gemma":0.00023446849,"teacher_disagreement_score":0.9322582,"about_ca_system_score_codex":0.000019008068,"about_ca_system_score_gemma":0.00007142495,"threshold_uncertainty_score":0.49807945},"labels":[],"label_agreement":null},{"id":"W1985409935","doi":"10.1190/geo2012-0133.1","title":"Application of 3D seismic techniques to evaluate ore resources in the West Wits Line goldfield and portions of the West Rand goldfield, South Africa","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Barrick Gold (Canada)","funders":"","keywords":"Geology; Reef; Geophysical imaging; Fault (geology); Seismology; Borehole; Mining engineering; Paleontology","score_opus":0.014997969497973766,"score_gpt":0.22698261198651762,"score_spread":0.21198464248854385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985409935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931991,0.00027902488,0.0012657633,0.0013027597,0.000054721102,0.00041544167,0.000047152433,0.00003626725,0.0033997681],"genre_scores_gemma":[0.99826443,0.000027108661,0.00062287017,0.0009034863,0.00007369545,0.000008301272,0.000011399008,0.0000028573284,0.00008586538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921983,0.000081358834,0.00020346176,0.00012135843,0.00020913224,0.00016487484],"domain_scores_gemma":[0.9993939,0.00010884016,0.00013366807,0.00028503433,0.000043405184,0.00003516732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049826916,0.00009104663,0.00013513402,0.000053552878,0.00008037243,0.000013457654,0.0002476066,0.000051594852,0.000027379716],"category_scores_gemma":[0.000037243597,0.000053756576,0.000035687695,0.0003373276,0.00009198433,0.00010199189,0.000028041519,0.00013681543,0.00001052487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011769395,0.00018360592,0.59463733,0.000136398,0.000030408306,7.20746e-7,0.03962813,0.0005758413,0.0021990188,0.00040060907,0.006550955,0.35553932],"study_design_scores_gemma":[0.0005479138,0.00055739627,0.9051253,0.00023237972,0.00014419144,0.000012801723,0.0054694084,0.016354527,0.025151756,0.0054816753,0.040450085,0.00047252173],"about_ca_topic_score_codex":0.0028569864,"about_ca_topic_score_gemma":0.000063683045,"teacher_disagreement_score":0.35506678,"about_ca_system_score_codex":0.000002099599,"about_ca_system_score_gemma":0.000017230288,"threshold_uncertainty_score":0.43189275},"labels":[],"label_agreement":null},{"id":"W1985539818","doi":"10.1190/1.2369831","title":"Effective‐stress‐based reservoir characterization in an offshore basin","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Submarine pipeline; Geology; Structural basin; Reservoir modeling; Stress (linguistics); Characterization (materials science); Petroleum engineering; Oceanography; Geomorphology; Materials science","score_opus":0.008718185099327782,"score_gpt":0.21316527522747805,"score_spread":0.20444709012815027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985539818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98549265,0.000011996732,0.0012851816,0.0006368623,0.000071105576,0.00015974404,0.000055256925,0.00016435565,0.012122877],"genre_scores_gemma":[0.99623924,0.0000018752236,0.00090785907,0.0012009781,0.000058989677,0.0000018467709,0.001253994,0.0000024142842,0.00033278536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932194,0.000102100305,0.00011938077,0.00017920614,0.00012066852,0.00015668121],"domain_scores_gemma":[0.99973506,0.00004396363,0.000030130335,0.00013264029,0.000022680777,0.00003555548],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001859321,0.00007821886,0.0000878093,0.00013736886,0.000051850086,0.00004586272,0.00011186452,0.000047105357,0.0012671726],"category_scores_gemma":[0.000010655858,0.00006414979,0.000020361404,0.00019940798,0.00003440322,0.00031530493,0.0000031337877,0.00007509465,0.000058952548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002022672,0.000025095389,0.9728998,0.000006685805,4.414257e-7,0.000005186099,0.000014185692,0.0002699619,0.0006101481,0.000019838179,0.0013821389,0.024746276],"study_design_scores_gemma":[0.00014343731,0.00006638981,0.85294884,0.000017481001,0.0000012224511,6.6372775e-7,0.000018494731,0.12362465,0.017517744,0.00020408662,0.005369209,0.0000877697],"about_ca_topic_score_codex":0.011727095,"about_ca_topic_score_gemma":0.0011158283,"teacher_disagreement_score":0.12335469,"about_ca_system_score_codex":0.0000051179013,"about_ca_system_score_gemma":0.000016573144,"threshold_uncertainty_score":0.9996458},"labels":[],"label_agreement":null},{"id":"W198569891","doi":"10.1190/1.2148329","title":"Delineating a sand reservoir using inversion of 3C‐3D seismic data","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismic inversion; Inversion (geology); Reservoir modeling; Seismology; Computer science; Petroleum engineering; Geometry","score_opus":0.06701037796109303,"score_gpt":0.27947929320748566,"score_spread":0.2124689152463926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W198569891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97178096,0.000371009,0.012526183,0.0012927123,0.00010101009,0.00009707214,0.00007298672,0.00013518709,0.013622895],"genre_scores_gemma":[0.89768475,0.000047994003,0.09971836,0.0019785725,0.00009213043,4.5223572e-8,0.0001411449,0.0000025980294,0.00033438264],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991223,0.000044651682,0.00022712484,0.000227138,0.00020092864,0.00017782139],"domain_scores_gemma":[0.9993261,0.000069334965,0.00008393973,0.00041800595,0.000042218362,0.000060399147],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004243014,0.000085861386,0.00012330289,0.00010013327,0.00010820854,0.000022572294,0.00041492595,0.00004620067,0.0012732358],"category_scores_gemma":[0.000069697,0.000068843736,0.000023568091,0.00017270356,0.000064634725,0.0005267386,0.00006961748,0.00009483273,0.000060805403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050142557,0.00002808402,0.10314187,0.000049112776,0.000020921509,0.0000046828245,0.00026267322,0.023932084,0.0013893668,0.000007112249,0.12315711,0.7479569],"study_design_scores_gemma":[0.00012964022,0.000025649184,0.0002413042,0.000035969304,0.000009493337,0.000007869589,0.00013299145,0.95486975,0.0070552304,0.00006202648,0.03734013,0.00008997594],"about_ca_topic_score_codex":0.01415078,"about_ca_topic_score_gemma":0.00009107781,"teacher_disagreement_score":0.93093765,"about_ca_system_score_codex":0.0000047658423,"about_ca_system_score_gemma":0.000047487752,"threshold_uncertainty_score":0.99963975},"labels":[],"label_agreement":null},{"id":"W1985908626","doi":"10.2523/iptc-14104-ms","title":"Quantitative 4D warping inversion","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Image warping; Inversion (geology); Computer science; Dynamic time warping; Time shifting; Algorithm; Linear correlation; Geology; Geodesy; Seismology; Artificial intelligence; Mathematics; Statistics; Telecommunications","score_opus":0.020962746393446547,"score_gpt":0.25510804612121263,"score_spread":0.23414529972776607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985908626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8319877,0.0002255772,0.029763088,0.049135827,0.0007996408,0.00009091399,0.000034666504,0.0009886777,0.086973906],"genre_scores_gemma":[0.9879572,0.000070831215,0.009061936,0.002368332,0.00003132652,7.4706156e-7,0.00004665308,0.000001823479,0.00046119775],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908847,0.000021003261,0.00017814309,0.00027367135,0.00022761375,0.00021108829],"domain_scores_gemma":[0.999517,0.000043487864,0.00009368072,0.00016637458,0.00013392523,0.00004547863],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012768374,0.0001221562,0.0001261619,0.00046618516,0.00013519537,0.00007241086,0.0005812487,0.00011850876,0.0011731766],"category_scores_gemma":[0.000116223084,0.000112130016,0.000042538693,0.00019489418,0.00021280456,0.00028007873,0.000021019627,0.00026288105,0.00033008872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017324911,0.000079084355,0.13437563,0.0000060970224,0.00006903373,0.000094031384,0.00019551154,0.00053980027,0.004439972,0.17823651,0.01826465,0.6635264],"study_design_scores_gemma":[0.00069010555,0.0009149955,0.029006708,0.00014222928,0.000015858988,0.000090983536,0.0010393832,0.6871285,0.017842457,0.17534406,0.08723941,0.00054529455],"about_ca_topic_score_codex":0.0003324884,"about_ca_topic_score_gemma":0.000021138434,"teacher_disagreement_score":0.6865887,"about_ca_system_score_codex":0.000014767591,"about_ca_system_score_gemma":0.00005372376,"threshold_uncertainty_score":0.9997399},"labels":[],"label_agreement":null},{"id":"W1986128455","doi":"10.1190/1.1817255","title":"Single‐well seismic imaging using full waveform sonic data: An update","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Waveform; Geology; Seismology; Computer science; Acoustics; Telecommunications; Physics","score_opus":0.05500364920953843,"score_gpt":0.24104664119075853,"score_spread":0.1860429919812201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986128455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6212586,0.0027204093,0.037263513,0.0045706443,0.0018521866,0.00048468172,0.0001819558,0.0023168062,0.32935116],"genre_scores_gemma":[0.9758735,0.000116837284,0.014207625,0.008100319,0.00018357119,1.4081543e-7,0.00030587096,0.000009213677,0.0012029388],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985614,0.00005059655,0.00023024387,0.0004725017,0.00023717481,0.00044811732],"domain_scores_gemma":[0.99897146,0.000027109376,0.000074541604,0.00073147926,0.000037265585,0.00015811437],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033567945,0.000176363,0.00015439239,0.00013475797,0.00024531764,0.00018246958,0.0006368983,0.00004495839,0.017186765],"category_scores_gemma":[0.000016795362,0.00014440343,0.00003767823,0.00019680195,0.000104735336,0.0017071092,0.00005635865,0.00016464957,0.002297029],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014483574,0.00006499742,0.014114269,0.000015437812,0.000014518104,0.000041800286,0.00013105231,0.0006021674,0.00041501675,0.00002084355,0.056308255,0.92825717],"study_design_scores_gemma":[0.000120661905,0.000042751242,0.00016423385,0.000009329515,0.000013278946,0.000074773794,0.00017440013,0.8453967,0.0010909514,0.00030005389,0.15240085,0.00021203728],"about_ca_topic_score_codex":0.0051282975,"about_ca_topic_score_gemma":0.00009083939,"teacher_disagreement_score":0.9280451,"about_ca_system_score_codex":0.000012574833,"about_ca_system_score_gemma":0.00001721197,"threshold_uncertainty_score":0.9984798},"labels":[],"label_agreement":null},{"id":"W1986299964","doi":"10.1243/14644193jmbd20","title":"Response of fluid-saturated elastic porous media to excitations of multiple energy sources","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part K Journal of Multi-body Dynamics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Petroleum Technology Research Centre","keywords":"Porous medium; Isotropy; Mechanics; Wave propagation; Physics; Poromechanics; Isotropic solid; Porosity; Longitudinal wave; Classical mechanics; Materials science; Optics; Composite material","score_opus":0.012065883431317743,"score_gpt":0.21941349295457577,"score_spread":0.20734760952325804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986299964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9361841,0.00012901078,0.062569104,0.00031683774,0.0005528235,0.00010871486,0.0000744727,0.00001952561,0.000045388784],"genre_scores_gemma":[0.9813895,0.00005889121,0.018418966,0.00006763546,0.000035226985,3.3490733e-7,0.000006378021,0.0000057664943,0.000017275439],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99805856,0.000027470573,0.0010139702,0.00012465648,0.0005736857,0.00020167546],"domain_scores_gemma":[0.9974233,0.0005365574,0.0008909222,0.00009672997,0.0009081357,0.00014437475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017595391,0.00015103612,0.0003969028,0.0004359232,0.00006256736,0.000007977587,0.0005027313,0.0001278709,0.0000147157725],"category_scores_gemma":[0.0032681616,0.000111139714,0.00017757693,0.00059402676,0.00022325375,0.00023011626,0.000032908403,0.00021260444,5.644024e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009066531,0.00092629483,0.018345557,0.0005748401,0.00053628173,0.0000139869735,0.0037213594,0.20220993,0.7251995,0.017485062,0.0020557325,0.019864922],"study_design_scores_gemma":[0.001170599,0.00070602325,0.0073835137,0.00065741973,0.00010836255,0.000064080166,0.0017020956,0.475754,0.51136196,0.00041483538,0.00047587146,0.00020124273],"about_ca_topic_score_codex":0.0002681121,"about_ca_topic_score_gemma":0.000023089833,"teacher_disagreement_score":0.27354404,"about_ca_system_score_codex":0.0000333299,"about_ca_system_score_gemma":0.000122062585,"threshold_uncertainty_score":0.4532146},"labels":[],"label_agreement":null},{"id":"W1986534501","doi":"10.1190/1.1690893","title":"CSEG interview: Sven Treitel","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.030552577433998872,"score_gpt":0.2398379228671327,"score_spread":0.20928534543313385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986534501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56203145,0.0043940796,0.009584297,0.045907516,0.0026040392,0.00043850215,0.00003327528,0.0013582144,0.37364864],"genre_scores_gemma":[0.98937976,0.00007502176,0.0005920004,0.006458167,0.00014460592,5.5267196e-7,0.000010753203,0.00000312261,0.003336025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994665,0.000044707842,0.00009414975,0.00011713342,0.000097422875,0.0001801302],"domain_scores_gemma":[0.99967974,0.00005012091,0.000031528773,0.000187457,0.000011059306,0.000040095616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033532653,0.000075177035,0.00008479256,0.00004409319,0.00014021482,0.000042207237,0.00029776245,0.000027859056,0.00041331255],"category_scores_gemma":[0.000023366449,0.000046046902,0.000049165305,0.00012190828,0.000091354756,0.00010929663,0.000011558958,0.00013762098,0.0025997723],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013413873,0.000017774337,0.008097031,0.000019976205,0.000020393121,0.000015855561,0.0023332406,0.00043643103,0.00022048957,0.0007689405,0.22042102,0.76763546],"study_design_scores_gemma":[0.00038218684,0.00014708929,0.011829074,0.00013920493,0.000023549364,0.00007502218,0.00036665256,0.0032878472,0.011406039,0.021031415,0.9510122,0.00029972495],"about_ca_topic_score_codex":0.0011608971,"about_ca_topic_score_gemma":0.000027911241,"teacher_disagreement_score":0.7673357,"about_ca_system_score_codex":0.0000061361175,"about_ca_system_score_gemma":0.000016008653,"threshold_uncertainty_score":0.9981768},"labels":[],"label_agreement":null},{"id":"W1986622788","doi":"10.1016/j.ijggc.2013.01.030","title":"4D seismic modeling and CO2 pressure-saturation inversion at the Weyburn Field, Saskatchewan","year":2013,"lang":"en","type":"article","venue":"International journal of greenhouse gas control","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Petrophysics; Saturation (graph theory); Inversion (geology); Geology; Prestack; Soil science; Seismic inversion; Well control; Petroleum engineering; Acoustic impedance; Electrical impedance; Mineralogy; Geotechnical engineering; Seismology; Porosity; Drilling; Materials science; Engineering; Meteorology","score_opus":0.007336257798068806,"score_gpt":0.20349634256873073,"score_spread":0.1961600847706619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986622788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.945228,0.0010050207,0.029206749,0.023298642,0.00072436925,0.00016096472,0.000015436015,0.00003181448,0.00032901025],"genre_scores_gemma":[0.9922723,0.00018783685,0.00044454375,0.006493069,0.00027682795,6.878712e-7,0.000006167884,0.000003911843,0.00031461177],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894124,0.00008199029,0.00030684145,0.00011024693,0.00042879328,0.00013086268],"domain_scores_gemma":[0.9990814,0.00019894229,0.00023578528,0.00009496808,0.00030850957,0.00008043141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003194674,0.000101920625,0.00013485653,0.00010969385,0.00015068449,0.00017301732,0.00032908178,0.000057169927,0.0006718793],"category_scores_gemma":[0.00007949061,0.00006470514,0.000078526566,0.000038642145,0.000066242465,0.00053466647,0.000022320106,0.00022263898,0.00003660344],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010515992,0.000061410035,0.094923094,0.000018989705,0.0006301853,0.000069466696,0.0022568563,0.09407375,0.0025989322,0.000041213018,0.1107787,0.6934958],"study_design_scores_gemma":[0.00087148364,0.0001612578,0.0013378415,0.00004426748,0.000042153926,0.0001814815,0.00035571135,0.9835476,0.0009122243,0.0014308026,0.011020816,0.00009435413],"about_ca_topic_score_codex":0.006119435,"about_ca_topic_score_gemma":0.00022870138,"teacher_disagreement_score":0.88947386,"about_ca_system_score_codex":0.000012757233,"about_ca_system_score_gemma":0.000051303046,"threshold_uncertainty_score":0.92507964},"labels":[],"label_agreement":null},{"id":"W1987060927","doi":"10.1190/1.1817562","title":"Seismic modelling for a heavy oil reservoir time‐lapse study","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Geology; Reservoir simulation","score_opus":0.030482915121555678,"score_gpt":0.2402093052708551,"score_spread":0.20972639014929942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987060927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84207004,0.00026941558,0.053013146,0.0009074877,0.00028409023,0.00041308103,0.00003172964,0.00052438147,0.102486625],"genre_scores_gemma":[0.95929265,0.000021626129,0.016690087,0.001735221,0.0000356007,0.0000048747274,0.000024277184,0.000005605345,0.022190034],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990365,0.00007921064,0.00017402747,0.00026610284,0.00016522728,0.00027896377],"domain_scores_gemma":[0.9994838,0.00012275108,0.00003472762,0.00022399478,0.00004715573,0.0000875704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061014266,0.00011737529,0.00014358999,0.000085600775,0.00020360299,0.000056524834,0.00016994304,0.000040965868,0.0014302119],"category_scores_gemma":[0.00003990761,0.00009263547,0.000058799866,0.00014280577,0.000030248053,0.00017584601,0.00000514983,0.00008708842,0.0003591935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038151513,0.00053601916,0.0680386,0.00009509489,0.00011978171,0.000022340528,0.002069916,0.3380887,0.000046132383,0.00038773345,0.49305186,0.097162314],"study_design_scores_gemma":[0.00033960838,0.0002487741,0.000056806715,0.000007885406,0.00001085009,0.0000057008824,0.0005225443,0.89274234,0.0009601938,0.0018735362,0.103074946,0.00015684169],"about_ca_topic_score_codex":0.0032294986,"about_ca_topic_score_gemma":0.000023831653,"teacher_disagreement_score":0.55465364,"about_ca_system_score_codex":0.000004206843,"about_ca_system_score_gemma":0.000042369622,"threshold_uncertainty_score":0.99948263},"labels":[],"label_agreement":null},{"id":"W1987063168","doi":"10.2523/iptc-17407-ms","title":"Recent Advances in Seismic Monitoring of Thermal EOR","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Enhanced oil recovery; Petroleum engineering; Geology; Oil field; Steam injection; Environmental science","score_opus":0.012203299651356142,"score_gpt":0.24018985159656667,"score_spread":0.22798655194521053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987063168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607706,0.0013175607,0.0028086207,0.0040061995,0.00065029674,0.000043209762,0.000011121688,0.00015673864,0.030235656],"genre_scores_gemma":[0.99656063,0.0016966276,0.0014483816,0.00012031738,0.000042300864,0.0000022590384,0.000008016757,0.000002247688,0.000119237826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992213,0.000028536282,0.00021763083,0.00019337196,0.00017675999,0.00016239773],"domain_scores_gemma":[0.99956894,0.000059937956,0.00010838236,0.00014570676,0.00009438194,0.000022646684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001924577,0.00009069315,0.00013601038,0.00039125912,0.000025970372,0.000013135542,0.000497754,0.000085699525,0.00047480175],"category_scores_gemma":[0.0001156104,0.00008220586,0.000023442073,0.00015890673,0.00016411052,0.00021121839,0.00002547375,0.00020012374,0.000045302284],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013743816,0.000009701602,0.4587113,0.0000027031472,0.0000037467585,0.0000017032362,0.000014879282,0.0007705573,0.00040870672,0.0008055431,0.000033647884,0.5392238],"study_design_scores_gemma":[0.0007974659,0.00028020935,0.19065748,0.00023473732,0.0000072451844,0.000026975411,0.0005159889,0.2918777,0.055430412,0.0271302,0.43268514,0.00035645795],"about_ca_topic_score_codex":0.00018147781,"about_ca_topic_score_gemma":0.000023068334,"teacher_disagreement_score":0.5388673,"about_ca_system_score_codex":0.00001011629,"about_ca_system_score_gemma":0.000028333066,"threshold_uncertainty_score":0.51987463},"labels":[],"label_agreement":null},{"id":"W1987066892","doi":"10.1007/s00015-009-1335-z","title":"Stress orientation to 5 km depth in the basement below Basel (Switzerland) from borehole failure analysis","year":2009,"lang":"en","type":"article","venue":"Swiss Journal of Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Geology; Borehole; Seismology; Basement; Focal mechanism; Drilling; Induced seismicity; Geotechnical engineering","score_opus":0.011026899554692085,"score_gpt":0.24289666612671335,"score_spread":0.23186976657202127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987066892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984604,0.00029800783,0.00428647,0.009852712,0.00018876603,0.00008568857,0.000054484284,0.000010823171,0.00061903486],"genre_scores_gemma":[0.9915289,0.000037091897,0.0048520723,0.0034406942,0.000087244465,2.5053507e-7,0.00002924289,7.189009e-7,0.000023776844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984719,0.00013607304,0.0003315899,0.00017484034,0.00067262334,0.00021296628],"domain_scores_gemma":[0.9993698,0.00011313619,0.00019707376,0.00013944863,0.00007424582,0.00010629532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011771965,0.000096820266,0.00018011546,0.00043985955,0.00015595875,0.00015876527,0.00057356997,0.000027754262,0.00028210634],"category_scores_gemma":[0.0000736356,0.00005568551,0.000094091774,0.0013809883,0.000059281425,0.0004151072,0.000005644493,0.00015161994,0.000009806202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030071222,0.000047028992,0.8838749,0.0000014393429,0.000020238233,0.000033389897,0.0019001499,0.0029713153,0.000055112356,0.000017063658,0.0070620263,0.103987254],"study_design_scores_gemma":[0.00016977094,0.00039792087,0.9800624,0.00003515069,0.00006195252,0.0000075693392,0.0045369887,0.007590064,0.0010869954,0.0018079984,0.0041339523,0.00010923947],"about_ca_topic_score_codex":0.012234939,"about_ca_topic_score_gemma":0.0049023307,"teacher_disagreement_score":0.103878014,"about_ca_system_score_codex":0.000008300061,"about_ca_system_score_gemma":0.000063068175,"threshold_uncertainty_score":0.9943427},"labels":[],"label_agreement":null},{"id":"W1987097187","doi":"10.1007/s00024-006-0088-0","title":"A Study of the Adaptive Method for Decoupling Overlapping Seismic Records","year":2006,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deconvolution; Decoupling (probability); Computer science; A priori and a posteriori; Algorithm; Noise reduction; Seismology; SIGNAL (programming language); Reduction (mathematics); Geology; Mathematics; Artificial intelligence; Engineering","score_opus":0.014423398244094401,"score_gpt":0.22963228078085454,"score_spread":0.21520888253676013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987097187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737319,0.000071274524,0.02107215,0.00009662982,0.000106115265,0.00053391274,0.000027919925,0.000043065593,0.0043170503],"genre_scores_gemma":[0.99306715,0.0000039364404,0.006323239,0.00036022507,0.000104622515,0.0000074673335,0.000009026987,0.0000034941932,0.00012084097],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941754,0.000016479826,0.00013644413,0.00017787376,0.0001114562,0.00014020488],"domain_scores_gemma":[0.99960244,0.00013071443,0.00009529663,0.00012843672,0.000024837078,0.000018258846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017098172,0.00009397007,0.00014748888,0.000024405828,0.00017375419,0.000019834057,0.00011566061,0.000030635194,0.0000070660426],"category_scores_gemma":[0.0000027665826,0.00006514483,0.000041508945,0.0001399061,0.00003287915,0.00004682876,0.000015901836,0.00008415061,0.0000019135737],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032048236,0.0004084106,0.059284683,0.0001313686,0.00017934878,0.000001769002,0.003942016,0.022568487,0.0014807384,0.0057959673,0.013835704,0.89205104],"study_design_scores_gemma":[0.002729657,0.0010169918,0.15813136,0.00009959268,0.0003883631,0.000010274735,0.010153726,0.526139,0.017584521,0.2645639,0.018236091,0.0009465203],"about_ca_topic_score_codex":0.0027791702,"about_ca_topic_score_gemma":0.000082514605,"teacher_disagreement_score":0.8911045,"about_ca_system_score_codex":0.0000020069133,"about_ca_system_score_gemma":0.00001571377,"threshold_uncertainty_score":0.42012924},"labels":[],"label_agreement":null},{"id":"W1987174265","doi":"10.1190/sbgf2011-292","title":"Modified Gauss-Newton with sparse updates","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Newton's method; Gauss; Algorithm; Physics","score_opus":0.03525643364759878,"score_gpt":0.19389933472391185,"score_spread":0.15864290107631307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987174265","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42161357,0.000085612715,0.0022749072,0.00055155525,0.00013926171,0.00010677933,0.000008949444,0.0004561125,0.57476324],"genre_scores_gemma":[0.98643285,0.000021776172,0.008597406,0.0018892193,0.000022844335,4.0560937e-7,0.000021992839,0.0000021372002,0.0030113533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948716,0.000015709556,0.00007604771,0.00014762004,0.00010623421,0.00016725303],"domain_scores_gemma":[0.99972385,0.000013855787,0.000025104795,0.00014831188,0.000018802939,0.00007006997],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008791657,0.00007942843,0.00007422752,0.00005160383,0.000061480256,0.000018183011,0.00013639269,0.00002805421,0.0074487864],"category_scores_gemma":[0.0000039388156,0.000048833102,0.000018085324,0.00008863671,0.000069975526,0.00017843011,0.000004610844,0.000061374645,0.00047933043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027801146,0.0000673441,0.5975914,0.000017584107,0.000044310214,0.000070566406,0.0013583482,0.00010893707,0.00006269943,0.0027682749,0.24254051,0.15509202],"study_design_scores_gemma":[0.0015997046,0.001876141,0.38742912,0.00009781958,0.000083240004,0.00020739199,0.0032041299,0.12085039,0.14568682,0.021201236,0.31606686,0.0016971648],"about_ca_topic_score_codex":0.031219311,"about_ca_topic_score_gemma":0.00026591815,"teacher_disagreement_score":0.5717519,"about_ca_system_score_codex":0.0000010191943,"about_ca_system_score_gemma":0.000017995868,"threshold_uncertainty_score":0.99345857},"labels":[],"label_agreement":null},{"id":"W1987183285","doi":"10.1190/1.2370180","title":"Well‐seismic bandwidth and time‐lapse seismic characterization related to CO <sub>2</sub> injection and fluid substitution: Physical considerations","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Substitution (logic); Bandwidth (computing); Geology; Computer science; Seismology; Materials science; Telecommunications","score_opus":0.005600762947671689,"score_gpt":0.19465047202769212,"score_spread":0.18904970908002042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987183285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890084,0.000042967727,0.003109384,0.0015129411,0.000114402246,0.00024860288,0.00004162692,0.00028184045,0.0056398045],"genre_scores_gemma":[0.996142,0.00004889608,0.00024800983,0.002324957,0.000078093006,0.000002502801,0.0005016679,0.0000048996862,0.0006489484],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990663,0.00006917019,0.00020711235,0.00031902143,0.00014469963,0.00019373109],"domain_scores_gemma":[0.9996014,0.00007467938,0.000053710864,0.00011766822,0.000049376387,0.00010315145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015430356,0.00015403473,0.00016101298,0.00016079111,0.0003608329,0.00013316226,0.000038601924,0.00007852748,0.00023333068],"category_scores_gemma":[0.000019491416,0.00013918351,0.000026704449,0.00020348103,0.0001381939,0.00043057452,0.000009549513,0.000112584974,0.0003587672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020381609,0.00024297861,0.10478042,0.00009115315,0.00008462302,0.000055912875,0.0012975045,0.013499884,0.60552603,0.0043208273,0.16377877,0.10611807],"study_design_scores_gemma":[0.00050596666,0.00026888854,0.08020778,0.000039598082,0.000037727285,0.00024854258,0.000045227294,0.75135165,0.14854324,0.0060684,0.01225295,0.00043000508],"about_ca_topic_score_codex":0.00083911506,"about_ca_topic_score_gemma":0.000014779172,"teacher_disagreement_score":0.7378518,"about_ca_system_score_codex":0.000008928782,"about_ca_system_score_gemma":0.0000344217,"threshold_uncertainty_score":0.5675739},"labels":[],"label_agreement":null},{"id":"W1987384273","doi":"10.1029/2005jb003710","title":"Modeling the permeability evolution of microcracked rocks from elastic wave velocity inversion at elevated isostatic pressure","year":2006,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Porosity; Permeability (electromagnetism); Anisotropy; Geology; Overburden pressure; Microstructure; Materials science; Percolation threshold; Mineralogy; Composite material; Geotechnical engineering; Optics; Electrical resistivity and conductivity","score_opus":0.023736162849299337,"score_gpt":0.2583618607930333,"score_spread":0.23462569794373397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987384273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938865,0.0010591632,0.003917315,0.00053637323,0.00008931845,0.00014804785,0.000040875657,0.000016226297,0.0003062192],"genre_scores_gemma":[0.9980815,0.0000521025,0.0013543217,0.000044486555,0.00019580516,4.783068e-7,0.000016257869,0.000004942054,0.0002501008],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972327,0.00054114824,0.000490191,0.00020820874,0.0011497205,0.00037803774],"domain_scores_gemma":[0.99764824,0.0010697079,0.00021639546,0.00024037059,0.00070385967,0.00012143725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010247948,0.0001329456,0.0002861545,0.000030514015,0.0003592106,0.000048734775,0.0004058133,0.00008522469,0.0005957415],"category_scores_gemma":[0.0005988671,0.00008260504,0.00016644475,0.00037210318,0.00037924072,0.0002881761,0.00006971137,0.00067521393,0.000040974835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008248545,0.001449258,0.3997454,0.00056723016,0.00070830865,0.00014383283,0.0027422812,0.24720731,0.12670326,0.00024669687,0.13126731,0.08097055],"study_design_scores_gemma":[0.0003565923,0.00036065225,0.093255974,0.00012071681,0.00004000702,0.0000062379827,0.0005450201,0.87004113,0.008486413,0.025935713,0.0007527818,0.00009877496],"about_ca_topic_score_codex":0.07760993,"about_ca_topic_score_gemma":0.0004835424,"teacher_disagreement_score":0.6228338,"about_ca_system_score_codex":0.00007379496,"about_ca_system_score_gemma":0.00021924585,"threshold_uncertainty_score":0.92853236},"labels":[],"label_agreement":null},{"id":"W1987696847","doi":"10.1190/tle33060624.1","title":"Broadband laboratory measurements of dispersion in thermally cracked and fluid-saturated quartzite and a synthetic analogue","year":2014,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ultrasonic sensor; Wavelength; Materials science; Dispersion (optics); Velocity dispersion; Seismic wave; Acoustics; Geology; Mineralogy; Optics; Seismology; Optoelectronics","score_opus":0.018012605506104586,"score_gpt":0.2187352808296394,"score_spread":0.2007226753235348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987696847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99676627,0.00078474253,0.000043303662,0.0005275732,0.00006358341,0.00008060696,0.000006546572,0.00002565036,0.0017017456],"genre_scores_gemma":[0.99919707,0.00006922067,0.00011519679,0.00050823786,0.000016815633,3.87768e-7,0.000004872033,0.0000026931866,0.00008552798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931246,0.00017519435,0.00012302287,0.0001385559,0.00011713024,0.00013364856],"domain_scores_gemma":[0.99962467,0.00013390125,0.000050457613,0.00012583942,0.000027151564,0.00003798977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076599355,0.00008116925,0.00013020719,0.00007760869,0.00007973399,0.000025925667,0.0001013407,0.000037913243,0.000034156386],"category_scores_gemma":[0.00007607268,0.000052472024,0.000012794155,0.00014447026,0.00016301255,0.00010321306,0.000009700326,0.00009497717,0.000017479537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013739133,0.000027705251,0.80821455,0.00009530571,0.000027533906,0.000003041412,0.0035481579,0.0000913879,0.04105793,0.000055451135,0.0048486707,0.14189287],"study_design_scores_gemma":[0.0015463479,0.0004851635,0.81669974,0.0006772158,0.00007589665,0.000024706871,0.00078853965,0.10410468,0.05926814,0.0010977512,0.01464514,0.0005866522],"about_ca_topic_score_codex":0.0007759093,"about_ca_topic_score_gemma":0.00008318759,"teacher_disagreement_score":0.1413062,"about_ca_system_score_codex":0.0000031714608,"about_ca_system_score_gemma":0.000011372327,"threshold_uncertainty_score":0.2139747},"labels":[],"label_agreement":null},{"id":"W1987810380","doi":"10.1190/1.2978388","title":"Two-term AVO inversion: Equivalences and new methods","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Inversion (geology); Parameter space; Curse of dimensionality; Offset (computer science); Estimation theory; Mathematics; Applied mathematics; Computer science; Algorithm; Geology; Statistics","score_opus":0.050795272256765146,"score_gpt":0.28604077718897775,"score_spread":0.2352455049322126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987810380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697052,0.0011735788,0.0034168833,0.00084117614,0.00051529775,0.00010229356,0.000011443034,0.00024325984,0.023990843],"genre_scores_gemma":[0.9266075,0.000757377,0.06620903,0.0036012083,0.00035700327,3.7296078e-7,0.000029640027,0.0000044776707,0.0024334271],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99929494,0.00006143087,0.00009966869,0.00020231325,0.00014495046,0.00019671563],"domain_scores_gemma":[0.99955916,0.000095241354,0.000044857916,0.00014960255,0.000018503424,0.0001326516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013430772,0.000104431056,0.00012695516,0.000043248223,0.00021358617,0.000025244914,0.00015079856,0.00003282164,0.00049241696],"category_scores_gemma":[0.000016423039,0.000087162676,0.00003994627,0.00014783825,0.00016161999,0.0002597825,0.000023406694,0.00010928914,0.00017816192],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001568802,0.000009441173,0.09659282,0.000015527721,0.000013586216,0.000024890769,0.00078090705,0.000024275087,0.00022584597,0.00021575659,0.04849595,0.8535853],"study_design_scores_gemma":[0.002395831,0.0010020866,0.44716173,0.0001868507,0.00012765944,0.00047676667,0.0013277377,0.07840024,0.037399102,0.13016756,0.29927155,0.0020828748],"about_ca_topic_score_codex":0.0046083042,"about_ca_topic_score_gemma":0.000006680244,"teacher_disagreement_score":0.8515024,"about_ca_system_score_codex":0.000002045321,"about_ca_system_score_gemma":0.000053257878,"threshold_uncertainty_score":0.69664085},"labels":[],"label_agreement":null},{"id":"W1989050595","doi":"10.1007/s00531-014-1110-x","title":"Initial seismic observations from a deep borehole drilled into the Canadian Shield in northeast Alberta","year":2014,"lang":"en","type":"article","venue":"International Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Helmholtz-Alberta Initiative","keywords":"Geology; Borehole; Shield; Seismology; Metamorphic rock; Vertical seismic profile; Structural geology; Reflection (computer programming); Basement; Petrology; Geophysics; Geotechnical engineering","score_opus":0.02171463708675372,"score_gpt":0.24612221734098957,"score_spread":0.22440758025423585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989050595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96610576,0.000115120725,0.00049477274,0.022090934,0.001176184,0.00004846195,0.0000102426075,0.0000068068102,0.009951729],"genre_scores_gemma":[0.99117535,0.00002325726,0.002084965,0.006319835,0.0003171964,3.0922368e-7,0.000012423846,0.0000014884209,0.00006515952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987393,0.00009826139,0.0003147643,0.0001286428,0.00054282654,0.00017620945],"domain_scores_gemma":[0.99908054,0.00040050477,0.00017439957,0.00008196829,0.00014790516,0.00011467251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008226076,0.000079768295,0.00010884811,0.00031851835,0.0002615227,0.00023355575,0.00090105215,0.00003842323,0.0005811047],"category_scores_gemma":[0.0003397625,0.00005169931,0.000060718285,0.00026395076,0.00027943662,0.0005065356,0.000014722566,0.00020919912,0.000042638672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002108843,0.000011755177,0.940023,5.7833023e-7,0.000020156422,0.000015793607,0.0024082647,0.0067978925,0.000011704269,0.00036261225,0.000795457,0.049531676],"study_design_scores_gemma":[0.00034828924,0.00014330425,0.62876964,0.00007178385,0.000007660739,0.000047477588,0.00090781227,0.27979273,0.00022274192,0.011445947,0.07809958,0.00014303841],"about_ca_topic_score_codex":0.7423653,"about_ca_topic_score_gemma":0.8636721,"teacher_disagreement_score":0.31125337,"about_ca_system_score_codex":0.0000084837575,"about_ca_system_score_gemma":0.0003393484,"threshold_uncertainty_score":0.6362689},"labels":[],"label_agreement":null},{"id":"W1989086424","doi":"10.1190/1.1527082","title":"Smooth fitting of geophysical data using continuous global surfaces","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Smoothing; Smoothing spline; Kriging; Thin plate spline; Interpolation (computer graphics); Spline (mechanical); Algorithm; Mathematics; Data point; Noise (video); Computer science; Sinc function; Surface (topology); Spline interpolation; Applied mathematics; Statistics; Geometry; Mathematical analysis; Artificial intelligence","score_opus":0.04526919501075639,"score_gpt":0.24561069510610478,"score_spread":0.2003415000953484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989086424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914631,0.0003460706,0.00045965213,0.00011268571,0.00021785113,0.000072985844,0.00035008256,0.00010151573,0.0068760575],"genre_scores_gemma":[0.99459046,0.000029863912,0.0047429157,0.0003187147,0.00012910746,7.4559566e-8,0.00009122234,0.0000030340207,0.00009459957],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990164,0.00004217289,0.00018901574,0.00026347188,0.00023810625,0.0002508011],"domain_scores_gemma":[0.99924797,0.00006831237,0.00012223188,0.0004611182,0.00004266997,0.000057676374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001279896,0.00011728525,0.00020616023,0.000018681198,0.000099850025,0.000034179007,0.00047240243,0.0000414042,0.0003339196],"category_scores_gemma":[0.00003249589,0.00010543772,0.000046358968,0.0002382,0.00013090779,0.00033312506,0.00006157918,0.00009497039,0.00012586032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019115614,0.00012177142,0.28770125,0.00006221899,0.00004801729,0.00001975139,0.00026289024,0.0006843235,0.00048348535,0.00022680406,0.025305765,0.6850646],"study_design_scores_gemma":[0.0002487894,0.00009942917,0.058614425,0.0000551571,0.000043381995,0.000009058725,0.00019581802,0.9245275,0.0007825946,0.0031346309,0.011995117,0.00029406682],"about_ca_topic_score_codex":0.013844562,"about_ca_topic_score_gemma":0.000015933216,"teacher_disagreement_score":0.9238432,"about_ca_system_score_codex":0.00000401625,"about_ca_system_score_gemma":0.000017466546,"threshold_uncertainty_score":0.99272233},"labels":[],"label_agreement":null},{"id":"W1989517996","doi":"10.1190/1.2369768","title":"Physical property analysis, numerical and scale modeling for planning of seismic surveys: Voisey's Bay, Labrador","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bay; Borehole; Geology; Scale (ratio); Cartography; Oceanography; Geotechnical engineering; Geography","score_opus":0.016971790180582272,"score_gpt":0.2350332695638656,"score_spread":0.21806147938328335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989517996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6680156,0.0001080111,0.32997534,0.00017045463,0.000023275063,0.00010874337,0.00004078342,0.000077866476,0.0014799115],"genre_scores_gemma":[0.9895574,0.000003920426,0.009474948,0.00026321548,0.000056027824,0.0000013142353,0.00011377785,0.0000031315801,0.00052629283],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991898,0.00007024522,0.00017917225,0.00023052153,0.0001410952,0.00018914536],"domain_scores_gemma":[0.9996461,0.000099297074,0.000048074806,0.000108702436,0.000046768233,0.000051017098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037559815,0.00010274258,0.0002509409,0.000116697396,0.00008969774,0.000029242143,0.00009947018,0.000030453075,0.00005925977],"category_scores_gemma":[0.000012824997,0.00006344505,0.000092174545,0.00026701493,0.00006036658,0.00014113817,0.000009492808,0.00006391257,0.0000037803932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055207507,0.00008101517,0.64726615,0.000057612662,0.00010266435,0.000001927341,0.00024260298,0.25235695,0.0001757035,0.000022077702,0.0061055855,0.0935325],"study_design_scores_gemma":[0.0001328451,0.000058455327,0.018194871,0.000008875769,0.00006910594,0.0000017254906,0.00010008825,0.97934026,0.00090027263,0.00048701925,0.00059416,0.000112328686],"about_ca_topic_score_codex":0.04006739,"about_ca_topic_score_gemma":0.00015357244,"teacher_disagreement_score":0.7269833,"about_ca_system_score_codex":0.0000021461024,"about_ca_system_score_gemma":0.00001792704,"threshold_uncertainty_score":0.96632487},"labels":[],"label_agreement":null},{"id":"W1989873492","doi":"10.1190/1.1527090","title":"Depth image focusing in traveltime map-based wide-angle migration","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Residual; Computation; Overburden; Inversion (geology); Seismic migration; Prestack; Normal moveout; Reflection (computer programming); Algorithm; Computer science; Geodesy; Seismology; Optics; Anisotropy; Physics","score_opus":0.015253681606520714,"score_gpt":0.19748122204732133,"score_spread":0.1822275404408006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989873492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531279,0.00039954612,0.013642359,0.005333867,0.00040307583,0.00030354483,0.000041201954,0.00036051034,0.026387999],"genre_scores_gemma":[0.9899478,0.000014834148,0.0076147015,0.0018696048,0.000066494606,8.738523e-7,0.00006772117,0.0000039701677,0.00041401756],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931526,0.0000369608,0.00012624812,0.00016844775,0.00014485396,0.00020825719],"domain_scores_gemma":[0.99969506,0.000059330618,0.00004342814,0.00013975787,0.000020421525,0.000042004536],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009375163,0.00009499925,0.00010060164,0.000076295146,0.0000722388,0.000048094415,0.00010548493,0.000038044593,0.0007973245],"category_scores_gemma":[0.000012814799,0.00008909611,0.000044080636,0.00019338478,0.00004870658,0.00025212407,0.0000035579426,0.00010637303,0.0008056021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034224893,0.00016784453,0.23010272,0.00006415122,0.000012462615,0.000071493516,0.001288338,0.0016672505,0.0014922261,0.00005446445,0.1276062,0.63743865],"study_design_scores_gemma":[0.00054693554,0.00013901443,0.11096809,0.00006641697,0.000013528715,0.0000026520759,0.0001325538,0.83237565,0.018648347,0.004519818,0.03217536,0.00041164542],"about_ca_topic_score_codex":0.005200243,"about_ca_topic_score_gemma":0.0002554518,"teacher_disagreement_score":0.8307084,"about_ca_system_score_codex":0.000006552457,"about_ca_system_score_gemma":0.000012200433,"threshold_uncertainty_score":0.9999724},"labels":[],"label_agreement":null},{"id":"W1989986048","doi":"10.1190/1.1851239","title":"Three parameter AVO inversion with PP and PS data using offset binning","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Offset (computer science); Inversion (geology); Geology; Computer science; Geodesy; Seismology; Operating system","score_opus":0.05655848097923553,"score_gpt":0.24108794452209395,"score_spread":0.18452946354285843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989986048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736565,0.00026556625,0.022564203,0.0008667638,0.00007300772,0.000094499344,0.000031002444,0.00014625273,0.0023022562],"genre_scores_gemma":[0.9157259,0.000057396977,0.081567235,0.0024770934,0.000026428464,7.868957e-8,0.00011980259,0.0000028466493,0.000023213186],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993464,0.000011099644,0.00008499623,0.00025351509,0.00014400427,0.0001600037],"domain_scores_gemma":[0.9995597,0.000038122063,0.000033882356,0.0002848777,0.000014273496,0.000069167145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016594,0.00008827201,0.00008797323,0.000055618377,0.00014805268,0.000064346335,0.0001913676,0.000035298122,0.00028172156],"category_scores_gemma":[0.000016298309,0.000058799218,0.000008948622,0.00012155911,0.000104050414,0.0004923154,0.000040424897,0.000091715716,0.00003438539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010791332,0.000026883568,0.74564815,0.000040163006,0.000041151234,0.000057017038,0.00025731444,0.0018508061,0.00021445855,0.00015101927,0.04012248,0.21148263],"study_design_scores_gemma":[0.0008508432,0.00027064967,0.017029218,0.00015403211,0.000042271382,0.00014355361,0.0004137873,0.9513282,0.0030329535,0.0049061333,0.02141077,0.00041755466],"about_ca_topic_score_codex":0.02032182,"about_ca_topic_score_gemma":0.00036537784,"teacher_disagreement_score":0.94947743,"about_ca_system_score_codex":0.0000034412224,"about_ca_system_score_gemma":0.000034381537,"threshold_uncertainty_score":0.98620194},"labels":[],"label_agreement":null},{"id":"W1990126356","doi":"10.1190/geo2014-0377.1","title":"Traveltime tomography of a dense wide-angle profile across Orphan Basin","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Seismology; Crust; Structural basin; Thinning; Seismic tomography; Basement; Rift; Continental crust; Mantle (geology); Sedimentary basin; Reflection (computer programming); Paleontology; Tectonics","score_opus":0.018207661274068296,"score_gpt":0.22873009288440832,"score_spread":0.21052243161034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990126356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98935413,0.00020779218,0.0003924697,0.00018269803,0.0002209023,0.00013124823,0.00016415051,0.00012524908,0.00922135],"genre_scores_gemma":[0.99562573,0.000008145094,0.0027695722,0.00073611306,0.00006208354,0.0000011691527,0.00006911843,0.0000043214004,0.0007237482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912214,0.00004317542,0.00016050058,0.00017374463,0.0002419203,0.00025848934],"domain_scores_gemma":[0.9994333,0.00005097174,0.000084957406,0.00021572778,0.00009611509,0.00011894663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002454628,0.000108241795,0.00017429632,0.000046715166,0.00006327756,0.000026034011,0.00018827875,0.000046802885,0.00021492655],"category_scores_gemma":[0.00003353732,0.000092816765,0.00008705962,0.00032516924,0.00013964523,0.00018136116,0.000014470728,0.00008868405,0.00027857476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018857187,0.00017203034,0.43538785,0.00007883566,0.00007092275,0.00003513042,0.0051127593,0.00009661448,0.00050031906,0.00011396671,0.17363483,0.38460815],"study_design_scores_gemma":[0.0027632583,0.002095678,0.5742482,0.0002481182,0.00010900199,0.000057469046,0.0050595757,0.032064416,0.1794143,0.054019384,0.14828375,0.001636866],"about_ca_topic_score_codex":0.0059318948,"about_ca_topic_score_gemma":0.000026289657,"teacher_disagreement_score":0.3829713,"about_ca_system_score_codex":0.000002824663,"about_ca_system_score_gemma":0.00005601461,"threshold_uncertainty_score":0.896729},"labels":[],"label_agreement":null},{"id":"W1990260893","doi":"10.1190/1.1649373","title":"Traveltime calculation and prestack depth migration in tilted transversely isotropic media","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transverse isotropy; Geology; Computation; Seismic migration; Geometry; Eikonal equation; Extrapolation; Isotropy; Thrust; Normal moveout; Algorithm; Anisotropy; Seismology; Geodesy; Mathematical analysis; Mathematics; Optics; Physics","score_opus":0.01188339689475614,"score_gpt":0.19913845594324148,"score_spread":0.18725505904848533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990260893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99695337,0.000073341456,0.0014748026,0.00039727736,0.00006744081,0.00009136706,0.000012231745,0.000058152204,0.000872043],"genre_scores_gemma":[0.99817556,0.00006295975,0.00128837,0.00028627936,0.000037374233,5.712979e-7,0.00011368249,0.0000020929924,0.00003312634],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995041,0.000020458267,0.00010031226,0.00013718884,0.000111377434,0.00012655373],"domain_scores_gemma":[0.9998262,0.000024820945,0.000025981715,0.0000702068,0.000013361199,0.000039419265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005065944,0.000072372066,0.00007912517,0.00005425156,0.000042634558,0.000021377864,0.000048693433,0.000041333635,0.000037221052],"category_scores_gemma":[0.0000075266216,0.000066649314,0.000019139034,0.00014250992,0.000042521333,0.00021700432,0.0000019262536,0.0000779934,0.000045125038],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118641874,0.00010843541,0.31909174,0.000072133764,0.000023165478,0.00003696568,0.01359235,0.010780431,0.0019768558,0.0011059949,0.0017262242,0.65136707],"study_design_scores_gemma":[0.00053114956,0.000063146465,0.959633,0.000024172534,0.000009121373,0.0000031916384,0.00013339383,0.028233062,0.0020801993,0.00791677,0.0012362611,0.00013652032],"about_ca_topic_score_codex":0.010632394,"about_ca_topic_score_gemma":0.0016015205,"teacher_disagreement_score":0.6512306,"about_ca_system_score_codex":0.0000057284565,"about_ca_system_score_gemma":0.000024728062,"threshold_uncertainty_score":0.9959559},"labels":[],"label_agreement":null},{"id":"W1990357389","doi":"10.1111/j.1365-2478.2007.00658.x","title":"Depth migration anisotropy analysis in the time domain","year":2007,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Transverse isotropy; Geology; Anisotropy; Isotropy; Residual; Inversion (geology); Thrust; Geometry; Mathematical analysis; Physics; Optics; Mathematics; Algorithm; Seismology","score_opus":0.0075945099876420456,"score_gpt":0.22329976977289387,"score_spread":0.21570525978525182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990357389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820819,0.000025872589,0.0040757116,0.0006362851,0.000034261735,0.00010992046,0.0000021483725,0.00008407467,0.012949836],"genre_scores_gemma":[0.99596465,0.000001575674,0.0029248742,0.0008410836,0.0001317604,5.067328e-7,0.00002870616,0.0000015948922,0.00010526388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991519,0.00005347424,0.00015567598,0.00018308168,0.00021429922,0.00024156098],"domain_scores_gemma":[0.9995945,0.00016555419,0.000053935884,0.00013901736,0.000016186596,0.000030773506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079580257,0.00007793329,0.000117045805,0.00011409927,0.00015367159,0.00005708838,0.00015933107,0.000029987666,0.00014393538],"category_scores_gemma":[0.000033674674,0.000051821935,0.000079883685,0.0009648154,0.000043858618,0.00013135187,0.000006075565,0.00016828348,0.00021345075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028949295,0.000047409467,0.93899745,0.000004215974,0.00003358845,0.00002675696,0.0016644426,0.00020303944,0.00059096375,0.00062485563,0.0009702563,0.05680806],"study_design_scores_gemma":[0.000100793906,0.00006826118,0.9449029,0.000004976715,0.00003109664,0.0000038199532,0.000666716,0.040728696,0.0009836885,0.011264694,0.001125263,0.000119078475],"about_ca_topic_score_codex":0.0067129293,"about_ca_topic_score_gemma":0.0010538751,"teacher_disagreement_score":0.05668898,"about_ca_system_score_codex":0.0000074780028,"about_ca_system_score_gemma":0.0000072717703,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W1990543026","doi":"10.1109/ccece.2008.4564533","title":"A computational engine for petroleum applications using Genetic Algorithms","year":2008,"lang":"en","type":"article","venue":"Conference proceedings - Canadian Conference on Electrical and Computer Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Correctness; Genetic algorithm; Computer science; Ray tracing (physics); Algorithm; Tracing; Process (computing); Software; Seismic migration; Computational science; Geology; Geophysics; Programming language; Machine learning","score_opus":0.021003898388462925,"score_gpt":0.19920718496292297,"score_spread":0.17820328657446005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990543026","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07463326,0.00016618423,0.9232692,0.00054157386,0.000104994935,0.0004324673,0.000054650685,0.00020292854,0.00059474766],"genre_scores_gemma":[0.9324712,0.0000545892,0.06662773,0.0005738914,0.0001718737,0.00001950194,0.000033029595,0.000008450109,0.000039692106],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878323,0.000004302118,0.00019582301,0.00038099696,0.0001605322,0.00047513042],"domain_scores_gemma":[0.9992227,0.00005658548,0.000046152596,0.000063429994,0.00019736221,0.00041380213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006908553,0.00021012609,0.0002084014,0.00032983627,0.00028857053,0.0001272428,0.00021122962,0.000085415595,0.00006398583],"category_scores_gemma":[0.000012101155,0.00021016177,0.000043699896,0.00024389909,0.00006356537,0.00013729281,0.000008946165,0.00020685799,0.000010139517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005768235,0.000077993805,0.03722113,0.00022017921,0.00013184348,0.00004548269,0.0008447761,0.09689764,0.00015399278,0.028598404,0.0050815567,0.83066934],"study_design_scores_gemma":[0.00018774369,0.0001747518,0.008131202,0.000031800097,0.000009369539,0.00012350331,0.000009576524,0.98544437,0.000048836337,0.0010907856,0.004478646,0.00026944515],"about_ca_topic_score_codex":0.0049070846,"about_ca_topic_score_gemma":0.00006987352,"teacher_disagreement_score":0.8885467,"about_ca_system_score_codex":0.000033609333,"about_ca_system_score_gemma":0.00030940922,"threshold_uncertainty_score":0.85701483},"labels":[],"label_agreement":null},{"id":"W1990818291","doi":"10.1190/1.3485773","title":"Quantitative estimate of fracture density variations in the Nordegg with azimuthal AVO and curvature: A case study","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Azimuth; Geology; Curvature; Drilling; Amplitude; Fracture (geology); Permeability (electromagnetism); Geodesy; Seismology; Geotechnical engineering; Geometry; Mathematics; Optics","score_opus":0.02062916318880947,"score_gpt":0.28170945759731714,"score_spread":0.26108029440850766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990818291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99731153,0.000046095338,0.00061743916,0.0011828468,0.00007055128,0.00019041954,0.000008580872,0.000022673496,0.00054987735],"genre_scores_gemma":[0.99770534,0.0000020772086,0.0016526065,0.0005819347,0.000020015425,0.000001083682,0.0000032365338,0.0000017912721,0.00003189441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994897,0.000114439,0.00008227119,0.00010807493,0.00010372318,0.000101743004],"domain_scores_gemma":[0.99929965,0.00042714813,0.00005660997,0.00016921159,0.000028932045,0.000018426257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006446803,0.00007073278,0.00009370947,0.000044642933,0.00018968877,0.000036647245,0.00013991613,0.000030090914,0.000028644585],"category_scores_gemma":[0.000074909214,0.000033508506,0.000011519606,0.0001758924,0.00013699842,0.00009835914,0.000007802832,0.0003597233,0.000008632386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006167032,0.00008444811,0.9400546,0.000015564457,0.00003105689,0.0003115603,0.049685672,0.00032040456,0.00007902664,0.00048714134,0.0027100306,0.0061588525],"study_design_scores_gemma":[0.0008198379,0.000982295,0.84100735,0.00005490509,0.00013637246,0.0025659136,0.022997867,0.12302508,0.00058736576,0.004163986,0.003318301,0.00034071383],"about_ca_topic_score_codex":0.011847964,"about_ca_topic_score_gemma":0.006447047,"teacher_disagreement_score":0.12270468,"about_ca_system_score_codex":9.993041e-7,"about_ca_system_score_gemma":0.000019020414,"threshold_uncertainty_score":0.9947322},"labels":[],"label_agreement":null},{"id":"W1990897814","doi":"10.1190/1.1815925","title":"Seismic forward modeling by integral equation and some practical considerations","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Integral equation; Computer science; Applied mathematics; Mathematics; Mathematical analysis","score_opus":0.03400811277400747,"score_gpt":0.2562853376224986,"score_spread":0.22227722484849113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990897814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82607776,0.00039008082,0.110521115,0.024702793,0.000115709845,0.00021613728,0.000032816006,0.000406283,0.037537314],"genre_scores_gemma":[0.9831893,0.00013971314,0.008510391,0.0068268185,0.000027092505,6.394828e-7,0.000058870402,0.0000015441598,0.0012456389],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994848,0.000033642304,0.00011655641,0.0001402403,0.000099517725,0.0001252868],"domain_scores_gemma":[0.99974525,0.00009428198,0.000013973025,0.00006539409,0.000016632805,0.00006446927],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013893687,0.00006478993,0.00006773824,0.000034250465,0.00013950052,0.00008106575,0.000020326172,0.000039422775,0.0048744],"category_scores_gemma":[0.000041389336,0.00005143824,0.000017036262,0.000035424695,0.000045003024,0.0005295316,0.0000024407075,0.00009812927,0.00017823622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056813176,0.000049985592,0.008424123,0.000014255367,0.00003157131,0.000011906531,0.00057191413,0.022998914,0.00010152291,0.00353692,0.71459687,0.24960522],"study_design_scores_gemma":[0.00008334335,0.00002990799,0.000061511826,0.000004068831,0.000005861763,0.000028611596,0.000101485944,0.9701633,0.00031413842,0.022106634,0.007024497,0.00007663171],"about_ca_topic_score_codex":0.003314597,"about_ca_topic_score_gemma":0.000022725575,"teacher_disagreement_score":0.9471644,"about_ca_system_score_codex":0.0000023782616,"about_ca_system_score_gemma":0.000026465621,"threshold_uncertainty_score":0.9960353},"labels":[],"label_agreement":null},{"id":"W1990944314","doi":"10.1190/tle26121624.1","title":"The birth of spectral decomposition","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wavelet; TRACE (psycholinguistics); Window (computing); Geology; Coal; Moment (physics); Point (geometry); Line (geometry); Interference (communication); Mining engineering; Seismology; Mineralogy; Computer science; Chemistry; Mathematics; Geometry; Artificial intelligence; Telecommunications","score_opus":0.014029187772230424,"score_gpt":0.2531871895768947,"score_spread":0.23915800180466426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990944314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90838844,0.00054699066,0.0028068274,0.0029194066,0.00056774047,0.00009578253,0.000004900574,0.00011063462,0.08455928],"genre_scores_gemma":[0.9978405,0.000035357443,0.0003592702,0.00052751385,0.00009932687,7.834573e-8,0.0000031552975,0.0000013090959,0.0011334536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957865,0.000027950618,0.00009445345,0.000056337263,0.000092884875,0.0001497013],"domain_scores_gemma":[0.9995541,0.0002478529,0.000042418444,0.00012224246,0.000012516669,0.000020863954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007611687,0.000040848576,0.00004707928,0.000026772745,0.0002123229,0.000020024248,0.00019188096,0.00001612336,0.00007999416],"category_scores_gemma":[0.000016981934,0.00002039505,0.00003061109,0.00009960744,0.00012311882,0.00004717913,0.0000046285827,0.00008621096,0.00014315364],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001339264,0.000016550428,0.09623505,0.000016666605,0.000028412378,0.000007120793,0.0016287479,0.00010871252,0.003259193,0.0058219354,0.11404407,0.77869964],"study_design_scores_gemma":[0.00027239922,0.00025983065,0.29828623,0.00006331689,0.000024179271,0.00007038158,0.0009769592,0.014149936,0.21564558,0.020356173,0.44962958,0.00026546157],"about_ca_topic_score_codex":0.00048532104,"about_ca_topic_score_gemma":0.00006584515,"teacher_disagreement_score":0.77843416,"about_ca_system_score_codex":0.0000028203842,"about_ca_system_score_gemma":0.000007653581,"threshold_uncertainty_score":0.1839998},"labels":[],"label_agreement":null},{"id":"W1991186716","doi":"10.1190/tle34010062.1","title":"Seismic volume attributes from time-frequency analysis","year":2014,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Frequency domain; Wavelet; Noise (video); Algorithm; Instantaneous phase; Time domain; SIGNAL (programming language); Azimuth; Computer science; Mathematics; Filter (signal processing); Acoustics; Geometry; Artificial intelligence; Mathematical analysis; Computer vision; Physics","score_opus":0.013552064700937996,"score_gpt":0.20946144286072224,"score_spread":0.19590937815978424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991186716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9176447,0.00068310084,0.03079337,0.009298106,0.0004995985,0.0001534773,0.00015226261,0.0011201948,0.039655205],"genre_scores_gemma":[0.9899225,0.000015378968,0.0009979255,0.0028540203,0.0002196166,5.860368e-7,0.00017101387,0.000005098332,0.005813851],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908143,0.00014344048,0.0001471579,0.00021961781,0.00016052599,0.00024779642],"domain_scores_gemma":[0.9992046,0.0002690317,0.00006818373,0.000369486,0.000025671412,0.00006303834],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005147838,0.00011472522,0.0002009589,0.000113339505,0.00022567503,0.000077854944,0.00043152538,0.000051018713,0.001857769],"category_scores_gemma":[0.00008176295,0.00007655834,0.00011718355,0.0004437065,0.000109334454,0.00013196691,0.000014348077,0.0001576872,0.008042879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000084632775,0.000009559535,0.60498536,0.0000041938297,0.00021309969,0.0000020615487,0.000461462,0.0019301283,0.00028138343,0.00004560142,0.3082862,0.08377249],"study_design_scores_gemma":[0.00009419206,0.0000452734,0.09687111,0.000013097032,0.0002500164,0.0000024839835,0.000032261203,0.7561436,0.0013175296,0.006403935,0.13860989,0.00021656485],"about_ca_topic_score_codex":0.007578826,"about_ca_topic_score_gemma":0.000042794683,"teacher_disagreement_score":0.7542135,"about_ca_system_score_codex":0.0000063540006,"about_ca_system_score_gemma":0.000012557947,"threshold_uncertainty_score":0.9990547},"labels":[],"label_agreement":null},{"id":"W1991449190","doi":"10.3997/2214-4609.20141680","title":"A Modelling Study Of Broadband Seismic Wave Propagation In A Deep Mine","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microseism; Seismology; Seismic wave; Geology; Acceleration; Broadband; Petrophysics; Amplitude; Particle velocity; Wave propagation; Seismic refraction; Passive seismic; Geophysics; Geotechnical engineering; Acoustics; Computer science","score_opus":0.019473446228636986,"score_gpt":0.20830707578756194,"score_spread":0.18883362955892496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991449190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98929197,0.000040225837,0.0035340819,0.000093663264,0.000031724558,0.00022194664,6.565262e-7,0.00005278105,0.006732965],"genre_scores_gemma":[0.9981802,0.000009236729,0.0015588343,0.00014924449,0.000027751657,0.0000023593345,0.000003904292,0.0000027160086,0.00006573605],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993186,0.00001002997,0.00018959076,0.00017671312,0.00016499554,0.00014007198],"domain_scores_gemma":[0.9997588,0.000020290692,0.00008126409,0.000046079047,0.00006080721,0.00003276566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036073927,0.000077464785,0.00012974183,0.00015372314,0.000038557842,0.0000225647,0.000088788525,0.000031055195,0.000039218015],"category_scores_gemma":[0.00003099376,0.000065306085,0.00001623104,0.00022005102,0.000025294292,0.00020386369,0.0000071761847,0.000087987595,0.0000082505585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121626355,0.00022428788,0.8232278,0.00017549848,0.000013169665,0.000002275231,0.013798073,0.029882984,0.0002945959,0.000075921256,0.00057046156,0.13161325],"study_design_scores_gemma":[0.0003344149,0.00028942732,0.0059973462,0.000036412115,0.000006249375,0.0000055553405,0.0011523146,0.9895438,0.0010649377,0.0009453745,0.00054200646,0.00008218691],"about_ca_topic_score_codex":0.004681611,"about_ca_topic_score_gemma":0.000043291682,"teacher_disagreement_score":0.95966077,"about_ca_system_score_codex":0.000003841687,"about_ca_system_score_gemma":0.0000072773414,"threshold_uncertainty_score":0.70772266},"labels":[],"label_agreement":null},{"id":"W1991856948","doi":"10.1190/1.2896619","title":"Introduction to this special section—Seismic Attributes","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Geology; Wrench; Seismic attribute; Lithology; Seismic to simulation; Section (typography); Facies; Interpretation (philosophy); Horizon; Seismology; Seismic inversion; Petrology; Paleontology; Computer science; Engineering; Azimuth; Geometry","score_opus":0.024346942735820967,"score_gpt":0.22037251481040557,"score_spread":0.1960255720745846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991856948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7684513,0.00028763362,0.0045566526,0.086189285,0.01684641,0.00044663515,0.000042768123,0.0009565413,0.12222279],"genre_scores_gemma":[0.9128738,0.000094705654,0.0007666781,0.007891195,0.038598325,0.0000018972484,0.000054988897,0.000007017959,0.0397114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993051,0.00005257191,0.00010660861,0.00018214148,0.0001495458,0.00020402142],"domain_scores_gemma":[0.9996293,0.00006536689,0.000031668686,0.00019070804,0.00002753288,0.000055381017],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028223207,0.0000844075,0.00009430432,0.000085187225,0.00046087915,0.000030330471,0.00019434716,0.000036666395,0.0035606038],"category_scores_gemma":[0.00006791003,0.000058736692,0.000036307436,0.000260195,0.00009162874,0.00014218737,0.000010997815,0.00017217075,0.0051529338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011395835,0.0000032496905,0.0042033456,0.0000014206227,0.0000037300276,0.0000020899793,0.0005131519,0.00025835738,0.00009822531,0.000018047396,0.9754173,0.019469675],"study_design_scores_gemma":[0.000049198374,0.000056648812,0.006229111,0.00000459098,0.0000050028657,0.00009296647,0.000049434762,0.001993884,0.0042990423,0.00019110851,0.98693365,0.00009538722],"about_ca_topic_score_codex":0.0010360505,"about_ca_topic_score_gemma":0.00001969396,"teacher_disagreement_score":0.1444225,"about_ca_system_score_codex":0.000012583998,"about_ca_system_score_gemma":0.000020499405,"threshold_uncertainty_score":0.9973503},"labels":[],"label_agreement":null},{"id":"W1991880229","doi":"10.2118/147511-ms","title":"A Multiple-Porosity Model for Evaluation of Giant Naturally Fractured Gas Sandstone Reservoirs in Bolivia","year":2011,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Colorado School of Mines; University of Calgary","keywords":"Petrophysics; Geology; Porosity; Lithology; Reservoir modeling; Diagenesis; Petrology; Saturation (graph theory); Carbonate; Effective porosity; Well logging; Oil shale; Mineralogy; Petroleum engineering; Geotechnical engineering; Materials science","score_opus":0.05996219093852556,"score_gpt":0.2795530262230488,"score_spread":0.21959083528452322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991880229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842579,0.000246587,0.011676849,0.00048693997,0.00004710669,0.00057146285,0.00020399495,0.0000858446,0.0024233353],"genre_scores_gemma":[0.9925384,0.000110000634,0.0069073965,0.0002547922,0.000015177837,0.000008405648,0.00014427827,0.0000028343184,0.000018705781],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896383,0.000062499836,0.00026034212,0.00025038986,0.00027192425,0.00019102936],"domain_scores_gemma":[0.99936646,0.00006314066,0.00009875724,0.00014020884,0.00026982115,0.00006161548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009001956,0.00011114666,0.00018317606,0.00011947071,0.00006445026,0.000014484067,0.00012134567,0.00014380623,0.00016715778],"category_scores_gemma":[0.00021400384,0.00009284382,0.000046558845,0.00011183789,0.00013645794,0.00035498227,0.00001674857,0.0001684827,0.0000030407716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050696544,0.0008513083,0.14313346,0.00046070828,0.000060684157,0.000018584773,0.016375061,0.002244407,0.0467029,0.0050658234,0.031721212,0.7482962],"study_design_scores_gemma":[0.0010358955,0.00028185733,0.14294179,0.0001295245,0.000031983694,0.0000058451838,0.0003968725,0.7724416,0.014146804,0.06830667,0.000075640106,0.00020546716],"about_ca_topic_score_codex":0.0026642445,"about_ca_topic_score_gemma":0.0012312785,"teacher_disagreement_score":0.7701973,"about_ca_system_score_codex":0.000009549756,"about_ca_system_score_gemma":0.000076332355,"threshold_uncertainty_score":0.40275583},"labels":[],"label_agreement":null},{"id":"W1991957097","doi":"10.1190/1.1851290","title":"Impact of the effects of anisotropy in Canadian foothills exploration: A case history","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foothills; Drilling; Borehole; Geology; Drill; Seismology; Paleontology; Engineering; Cartography; Geography; Mechanical engineering","score_opus":0.011540747370026737,"score_gpt":0.21179650154297472,"score_spread":0.20025575417294797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991957097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99474424,0.0002596383,0.000050835784,0.00023002474,0.00014522963,0.00011845616,0.000012774777,0.000012312586,0.0044264975],"genre_scores_gemma":[0.99923325,0.000015350579,0.00034219446,0.00032848126,0.000006383646,3.4713094e-7,0.000003501335,9.59669e-7,0.00006954167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99963266,0.000029159048,0.000096036805,0.00006252459,0.00006711294,0.00011248765],"domain_scores_gemma":[0.99973345,0.000034226458,0.00003727093,0.00011728292,0.00001736691,0.000060384802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008490493,0.00004545353,0.00007348126,0.00009324565,0.000022157179,0.0000022295433,0.000082343715,0.000026050775,0.00033196673],"category_scores_gemma":[0.000044720317,0.000027815806,0.000047369096,0.00011201753,0.00006321013,0.000111651745,0.0000024696362,0.000047450176,0.0000037074817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030540505,0.00005997813,0.9238507,0.00010430155,0.000027816473,0.00048777807,0.004400616,0.002787618,0.0007722297,0.0008389299,0.042851463,0.023788009],"study_design_scores_gemma":[0.0028165304,0.0026501107,0.8807771,0.0004790463,0.000044810087,0.00088914536,0.00089490355,0.010205267,0.06700847,0.0108064795,0.022729121,0.000698998],"about_ca_topic_score_codex":0.9730563,"about_ca_topic_score_gemma":0.4644045,"teacher_disagreement_score":0.5086518,"about_ca_system_score_codex":0.00006832411,"about_ca_system_score_gemma":0.00041394908,"threshold_uncertainty_score":0.54536873},"labels":[],"label_agreement":null},{"id":"W1992129416","doi":"10.1007/s00024-010-0101-5","title":"Incorporation of a Non-linear Image Filtering Technique for Noise Reduction in Seismic Data","year":2010,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Calgary","keywords":"Noise reduction; Reduction (mathematics); Noise (video); Image (mathematics); Geology; Seismology; Data reduction; Seismic noise; Computer science; Mathematics; Algorithm; Artificial intelligence; Data mining; Geometry","score_opus":0.01445532674352656,"score_gpt":0.23534980649482035,"score_spread":0.22089447975129378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992129416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9307001,0.000011979173,0.06674721,0.00022843297,0.00014275967,0.0006333201,0.00017889474,0.000051770498,0.001305529],"genre_scores_gemma":[0.95630753,0.000014078155,0.04298843,0.00009037373,0.00011683378,0.000010631857,0.00045081053,0.0000036206602,0.000017674138],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947685,0.000005170996,0.00014003676,0.0002031328,0.00006771343,0.00010710869],"domain_scores_gemma":[0.9996114,0.00002313809,0.00008076804,0.00023637096,0.0000220495,0.000026296746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021768632,0.000079089536,0.00011617494,0.00005929908,0.000050343402,0.000016335063,0.00014947128,0.000057079786,0.0000110767305],"category_scores_gemma":[0.0000075319313,0.000073233045,0.0000139396425,0.00012234985,0.00006574879,0.00021524122,0.000024971328,0.00014194056,0.000004162678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007674775,0.000036830308,0.0010386233,0.000122029865,0.0000056127833,6.364069e-7,0.00022486027,0.00014476466,0.80817884,0.0001786882,0.0019131333,0.18807921],"study_design_scores_gemma":[0.00053031254,0.000116976844,0.0053077056,0.000045901634,0.000023543582,0.000012261038,0.00019119526,0.3028182,0.65525234,0.03010071,0.005277104,0.00032376728],"about_ca_topic_score_codex":0.00060488575,"about_ca_topic_score_gemma":0.000021196702,"teacher_disagreement_score":0.30267343,"about_ca_system_score_codex":0.0000010832898,"about_ca_system_score_gemma":0.000022618198,"threshold_uncertainty_score":0.2986357},"labels":[],"label_agreement":null},{"id":"W1992161987","doi":"10.1190/1.1816998","title":"Seismic monitoring of a CO<sub>2</sub>flood at Weyburn field, Saskatchewan, Canada: demonstrating the robustness of time‐lapse seismology","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Robustness (evolution); Flood myth; Geology; Field (mathematics); Seismology; Environmental science; Geography","score_opus":0.01151507588775815,"score_gpt":0.1917523991584612,"score_spread":0.18023732327070305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992161987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929493,0.00030494414,0.0007527646,0.0015374873,0.0002525755,0.00012458177,0.00002629742,0.000053627802,0.0039983923],"genre_scores_gemma":[0.9972927,0.00005114154,0.0008111545,0.0008711516,0.00007087638,0.000001082842,0.000010184303,0.000004565159,0.00088716426],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874634,0.00010429574,0.00036351025,0.00020623408,0.00027909828,0.0003005181],"domain_scores_gemma":[0.9989977,0.00041673382,0.00018624513,0.00026121485,0.000063450985,0.00007463893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026403624,0.00015147617,0.00025710533,0.00006156411,0.0001750976,0.000011524896,0.00030665915,0.000092466864,0.00089019403],"category_scores_gemma":[0.00004601756,0.00010842239,0.000067275825,0.00018392019,0.00014177506,0.000097493954,0.000024257011,0.00018772138,0.000018609995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006837627,0.000068190275,0.5129402,0.00013969575,0.00014599852,0.00003862877,0.0012408127,0.03207937,0.013358787,0.0000055186642,0.23847452,0.20143987],"study_design_scores_gemma":[0.00026052102,0.0001561795,0.005574186,0.000063663974,0.000034681667,0.00009644424,0.0021418163,0.34555385,0.6437878,0.000032135944,0.0020697336,0.00022899888],"about_ca_topic_score_codex":0.39009964,"about_ca_topic_score_gemma":0.052971657,"teacher_disagreement_score":0.630429,"about_ca_system_score_codex":0.000014834581,"about_ca_system_score_gemma":0.00013362366,"threshold_uncertainty_score":0.97470003},"labels":[],"label_agreement":null},{"id":"W1992173348","doi":"10.1190/1.2148083","title":"Reverse‐time migration for tilted TI media","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transverse isotropy; Seismic migration; Anisotropy; Isotropy; Seismic anisotropy; Wave equation; Reflector (photography); Geology; Seismic wave; Geometry; Optics; Physics; Mathematical analysis; Seismology; Mathematics","score_opus":0.013799757731884493,"score_gpt":0.20836239325371567,"score_spread":0.19456263552183117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992173348","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40430376,0.0009226283,0.036460295,0.09462376,0.0018011822,0.0016229962,0.00039257435,0.0031762493,0.45669654],"genre_scores_gemma":[0.8720772,0.000045951077,0.08354097,0.01596236,0.00044291146,0.0000022846802,0.00054274854,0.0000044825015,0.027381083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995913,0.000011535822,0.000087776905,0.00010711189,0.00008422621,0.0001180447],"domain_scores_gemma":[0.9997609,0.00006671636,0.000022681199,0.00007990022,0.000025686124,0.00004407961],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001422834,0.00005229288,0.00005816845,0.000046292873,0.00006066484,0.000020177835,0.00007830517,0.000033321958,0.006129296],"category_scores_gemma":[0.000039190592,0.000040397103,0.0000314897,0.00006150762,0.00002217456,0.00017890467,0.0000019360455,0.000031736352,0.0011626405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010839383,0.0000041177386,0.0021540686,0.000002348079,0.0000021255948,2.0320306e-7,0.00008687036,0.000023928296,0.00013055098,0.00003337424,0.7948946,0.20265698],"study_design_scores_gemma":[0.000124238,0.000034316712,0.0018576068,0.000003514402,0.0000051644893,0.0000024447065,0.000041002833,0.21403247,0.007494974,0.00045213787,0.7758699,0.0000822516],"about_ca_topic_score_codex":0.0010984292,"about_ca_topic_score_gemma":0.0001838549,"teacher_disagreement_score":0.46777344,"about_ca_system_score_codex":0.0000024698916,"about_ca_system_score_gemma":0.000013175355,"threshold_uncertainty_score":0.9996151},"labels":[],"label_agreement":null},{"id":"W1992297305","doi":"10.3997/2214-4609.20140599","title":"Geological and Rock Physics Constraints in Anisotropic Tomography","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Canyon; Anisotropy; Regularization (linguistics); Geology; Tomography; Property (philosophy); Seismic tomography; Street canyon; Seismic anisotropy; Geophysics; Computer science; Physics; Geomorphology; Artificial intelligence; Optics; Mantle (geology)","score_opus":0.010220045096730994,"score_gpt":0.19489495650725194,"score_spread":0.18467491141052095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992297305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671268,0.00008331315,0.000693588,0.00043388363,0.00004238604,0.0000663852,0.0000020749499,0.00011105533,0.031440556],"genre_scores_gemma":[0.9971607,0.000033527034,0.0014638122,0.0012626669,0.00004519746,6.2456013e-7,0.0000031150691,0.0000012266725,0.000029177852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951196,0.000005580646,0.00008103924,0.00016194364,0.00007948129,0.00015998306],"domain_scores_gemma":[0.9998527,0.000024120314,0.000026857433,0.000025872669,0.000019740992,0.00005068171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012727463,0.00006904828,0.00009218914,0.0000511906,0.000049083275,0.000035417,0.00007672451,0.00003996221,0.00016487615],"category_scores_gemma":[0.00003376707,0.00005568944,0.000016511183,0.00013147364,0.00008068701,0.00013556733,0.000009145655,0.00009797418,0.000028326887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004068695,0.000004971038,0.92352575,0.00001050129,0.0000012107492,5.2889635e-7,0.00009363217,0.0000026245466,0.000038278497,0.0009724008,0.0012650703,0.074080944],"study_design_scores_gemma":[0.00047630724,0.00028894766,0.82002354,0.000052250096,0.000007666349,0.00003325791,0.00032926147,0.11311146,0.0016518997,0.04016786,0.023564586,0.00029296408],"about_ca_topic_score_codex":0.00022107192,"about_ca_topic_score_gemma":0.0000023985374,"teacher_disagreement_score":0.113108836,"about_ca_system_score_codex":0.0000011450051,"about_ca_system_score_gemma":0.0000039067363,"threshold_uncertainty_score":0.22709495},"labels":[],"label_agreement":null},{"id":"W1992336089","doi":"10.1190/1.3513456","title":"Combining absorbing and nonreflecting boundary conditions for elastic wave modeling","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Boundary value problem; Boundary (topology); Computer science; Acoustics; Physics; Mathematical analysis; Mathematics","score_opus":0.031139069435288876,"score_gpt":0.2603859500530492,"score_spread":0.22924688061776033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992336089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92503387,0.00005351055,0.053874116,0.00042953066,0.0004753885,0.00014372238,0.000016088341,0.00023729325,0.019736476],"genre_scores_gemma":[0.98011017,0.0000059591953,0.018637897,0.0009628734,0.00006453105,9.532e-7,0.0000466948,0.0000033238068,0.000167593],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999455,0.00000947199,0.00011938582,0.00016058178,0.00006879989,0.00018677094],"domain_scores_gemma":[0.9995733,0.00022255734,0.00002809762,0.00007384483,0.000035224934,0.00006696051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024853545,0.000074430776,0.000083842155,0.00007229933,0.00047988122,0.0001059085,0.000052088504,0.000043758377,0.00038958326],"category_scores_gemma":[0.000089175206,0.000064627646,0.000026544192,0.00005355095,0.000061999235,0.0002000833,0.0000073941565,0.00016972363,0.000012421054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025100095,0.00014905512,0.18233973,0.00046763543,0.00023925773,0.000045776338,0.0067583593,0.02734816,0.058479246,0.019796396,0.038637307,0.66548806],"study_design_scores_gemma":[0.00014734593,0.000043157732,0.0003834546,0.000014618518,0.0000084417425,0.000031418123,0.000291856,0.98609245,0.0009417939,0.010306614,0.001633813,0.00010503943],"about_ca_topic_score_codex":0.0010279354,"about_ca_topic_score_gemma":0.00010826433,"teacher_disagreement_score":0.9587443,"about_ca_system_score_codex":0.0000012460791,"about_ca_system_score_gemma":0.000026899228,"threshold_uncertainty_score":0.42656636},"labels":[],"label_agreement":null},{"id":"W1992412289","doi":"10.1016/j.gsf.2011.07.005","title":"Numerical modeling of coupled fluid flow, heat transport and mechanical deformation: An example from the Chanziping ore district, South China","year":2011,"lang":"en","type":"article","venue":"Geoscience Frontiers","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Buoyancy; Fluid dynamics; Deformation (meteorology); Unconformity; Tectonics; Flow (mathematics); Extensional definition; Meteoric water; Petrology; Geotechnical engineering; Mechanics; Seismology; Groundwater","score_opus":0.02853564506266034,"score_gpt":0.1915822516345749,"score_spread":0.16304660657191455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992412289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54224515,0.00015754563,0.45695403,0.00007951392,0.00023198371,0.000091298796,0.000038988688,0.00005206415,0.00014943119],"genre_scores_gemma":[0.97762,0.000051240168,0.02185346,0.0003495786,0.000035152443,0.0000012575886,0.00007894115,0.0000027431022,0.000007643162],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885297,0.000044349374,0.00024105569,0.0002965203,0.0002937574,0.00027134886],"domain_scores_gemma":[0.9995267,0.000016820482,0.000053045813,0.00023900626,0.000027705562,0.00013671898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045934925,0.00012258384,0.0001809006,0.00005134127,0.00032180914,0.000028445442,0.000377286,0.000052040537,0.00016787452],"category_scores_gemma":[0.000015557805,0.00008115113,0.000045983386,0.00024118704,0.00020581465,0.0005273339,0.000012025045,0.000121857025,0.0000031040067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066305586,0.00017941267,0.62761086,0.000060244933,0.00008678168,0.000024185243,0.11930833,0.028162807,0.00037180504,0.00028831788,0.0026186348,0.22062553],"study_design_scores_gemma":[0.00013619196,0.00008642759,0.026753848,0.000013733381,0.000014527681,0.0000047581066,0.002777617,0.96901125,0.0001987963,0.000780099,0.00010473385,0.000117997406],"about_ca_topic_score_codex":0.079778045,"about_ca_topic_score_gemma":0.000067933914,"teacher_disagreement_score":0.94084847,"about_ca_system_score_codex":0.000005217077,"about_ca_system_score_gemma":0.00004514891,"threshold_uncertainty_score":0.9263498},"labels":[],"label_agreement":null},{"id":"W1992987802","doi":"10.1190/1.2144364","title":"Gabor deconvolution: real and synthetic data experiences","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Husky Energy (Canada)","funders":"","keywords":"Deconvolution; Computer science; Blind deconvolution; Citation; Information retrieval; Computer graphics (images); Artificial intelligence; Algorithm; Library science","score_opus":0.02783688316196197,"score_gpt":0.2462750639235297,"score_spread":0.21843818076156774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992987802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79676867,0.0016379888,0.0008933685,0.0041030715,0.00022437469,0.00009723031,0.000034383436,0.0003528677,0.19588804],"genre_scores_gemma":[0.98885965,0.0003914366,0.008439916,0.0013079122,0.00008244088,4.576053e-7,0.00003451362,9.373227e-7,0.00088275375],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946797,0.000018911252,0.00008521159,0.00021209793,0.000090933434,0.00012486195],"domain_scores_gemma":[0.9996107,0.00004283612,0.000018202969,0.00025428974,0.000011308573,0.00006266751],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017569821,0.000054942717,0.000058762413,0.00003215754,0.00010187644,0.000053884967,0.0002313429,0.000022786444,0.0055859485],"category_scores_gemma":[0.00002247734,0.000040329996,0.0000073246542,0.000052935542,0.00011802967,0.0005137752,0.000023212158,0.000037514277,0.0001590668],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008764476,0.000008376475,0.035985082,0.000004233422,0.000004737414,0.0000025264692,0.0009845009,0.000005332017,0.000010559947,0.00013629031,0.14277162,0.82007796],"study_design_scores_gemma":[0.00014694978,0.000073690455,0.022548607,0.000015052463,0.000010159399,0.000067734356,0.0049375505,0.41896984,0.001494459,0.00033727143,0.55115443,0.00024422497],"about_ca_topic_score_codex":0.0032902288,"about_ca_topic_score_gemma":0.00017760567,"teacher_disagreement_score":0.81983376,"about_ca_system_score_codex":0.0000012393741,"about_ca_system_score_gemma":0.000016449125,"threshold_uncertainty_score":0.99532306},"labels":[],"label_agreement":null},{"id":"W1993090640","doi":"10.1190/1.1816312","title":"Finite‐difference methods for estimating traveltimes and raypaths in anisotropic media","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Finite difference method; Anisotropy; Finite difference; Computer science; Significant difference; Mathematics; Mathematical analysis; Statistics; Physics; Optics","score_opus":0.03411952520634341,"score_gpt":0.2997018517891947,"score_spread":0.26558232658285125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993090640","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14398764,0.00054294046,0.84780794,0.0007639945,0.00023978697,0.00022069139,0.00001142448,0.00015586088,0.006269736],"genre_scores_gemma":[0.29784146,0.00007988121,0.7009927,0.00077527727,0.000030007483,0.0000018154027,0.00001585123,0.0000017946539,0.00026120982],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938583,0.000057191526,0.0001408302,0.00017449168,0.000055118697,0.00018655903],"domain_scores_gemma":[0.9989626,0.0008617362,0.000029585712,0.00007669826,0.000014115277,0.000055307715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033622058,0.000083135965,0.00012843832,0.0000897005,0.00006563654,0.00003483788,0.00009295734,0.000041160012,0.0005097938],"category_scores_gemma":[0.00027315994,0.00006418249,0.000019917634,0.000108703796,0.000052879343,0.00009423367,0.0000063117527,0.00006700654,0.000007534711],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009420222,0.000003955502,0.063215844,0.000008079546,0.0000014237434,0.000001817488,0.0002639748,0.000043476153,0.000045123797,0.00005957058,0.0003248045,0.9360225],"study_design_scores_gemma":[0.0002470102,0.00006380552,0.07510904,0.000020993877,0.0000039542315,0.000010511236,0.00021092752,0.91042304,0.00068827777,0.010247739,0.0028613259,0.000113383096],"about_ca_topic_score_codex":0.0020805476,"about_ca_topic_score_gemma":0.00008843333,"teacher_disagreement_score":0.93590915,"about_ca_system_score_codex":0.0000019538672,"about_ca_system_score_gemma":0.000015389343,"threshold_uncertainty_score":0.55818844},"labels":[],"label_agreement":null},{"id":"W1993121729","doi":"10.1190/1.2148085","title":"High‐resolution wave equation AVP imaging with sparseness constraints","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Resolution (logic); Wave equation; Computer science; Physics; Artificial intelligence","score_opus":0.02154406549074429,"score_gpt":0.20304224471284432,"score_spread":0.18149817922210004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993121729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37906438,0.00027003745,0.35620207,0.01164297,0.00053834054,0.0004627413,0.000050239054,0.0013024008,0.25046682],"genre_scores_gemma":[0.9702856,0.000013138053,0.026578166,0.0024660262,0.00009522543,5.34063e-7,0.000079234225,0.0000023453647,0.00047974565],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929893,0.00003069619,0.0001172383,0.00017479302,0.00018097392,0.00019738358],"domain_scores_gemma":[0.9997052,0.00003866339,0.000046207355,0.000109852226,0.000040565767,0.000059509464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019337425,0.00008947208,0.000080291305,0.00007717415,0.0001178235,0.00005042415,0.00006714337,0.00002413697,0.0046678493],"category_scores_gemma":[0.000007756319,0.00006536712,0.0000186685,0.00010273289,0.00014259468,0.0003692618,0.0000041692388,0.000072545634,0.00037720992],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030095614,0.00001364927,0.044728454,0.0000052651235,0.000007735949,0.000010417732,0.000102678416,0.0022731086,0.00010657183,0.0014405263,0.011811487,0.93947],"study_design_scores_gemma":[0.00061483524,0.00008453055,0.04607885,0.000049419545,0.000019867559,0.0001300796,0.0004345519,0.9052354,0.01787265,0.0010361191,0.028066441,0.0003772294],"about_ca_topic_score_codex":0.0033310591,"about_ca_topic_score_gemma":0.000099740006,"teacher_disagreement_score":0.93909276,"about_ca_system_score_codex":0.000008094597,"about_ca_system_score_gemma":0.0000329625,"threshold_uncertainty_score":0.99624205},"labels":[],"label_agreement":null},{"id":"W1993419871","doi":"10.3997/2214-4609.20141413","title":"Elastic Full Waveform Inversion for Land Walkaway VSP Data from British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Geology; Inversion (geology); Seismology; Vertical seismic profile; Wavelet; Borehole; Seismic vibrator; Geophysics; Geodesy; Geotechnical engineering; Computer science; Tectonics","score_opus":0.014251660575891894,"score_gpt":0.1871225970351969,"score_spread":0.172870936459305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993419871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845689,0.00015215173,0.0005739816,0.0009263054,0.0006111758,0.0002706779,0.0008318957,0.00018634394,0.011878549],"genre_scores_gemma":[0.9922991,0.000030371191,0.002282023,0.003129863,0.00020253132,0.0000018887022,0.00100886,0.000006297928,0.0010390693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989773,0.000004359369,0.00015286545,0.00036149842,0.00022524115,0.0002787132],"domain_scores_gemma":[0.99950147,0.00009989587,0.00007404893,0.00013715024,0.00007924465,0.00010820644],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024629664,0.0000843489,0.00014716198,0.000020997506,0.00024048149,0.00029433664,0.0004762329,0.000055820066,0.00094681955],"category_scores_gemma":[0.00021022029,0.00010562825,0.00002125479,0.000088931316,0.00004393644,0.00038571117,0.000045963534,0.00010273029,0.000039629896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001365813,0.0000045626393,0.19215883,0.000034795718,0.000008034861,0.0000010768316,0.000026831493,8.0328493e-7,0.00002646462,0.000001281568,0.7045853,0.10313835],"study_design_scores_gemma":[0.00035950422,0.00010525285,0.0322446,0.00006489535,0.000025083214,0.0000122601905,0.00010526511,0.17175949,0.00015938823,0.0014999931,0.7934383,0.00022597717],"about_ca_topic_score_codex":0.98327243,"about_ca_topic_score_gemma":0.9093102,"teacher_disagreement_score":0.17175868,"about_ca_system_score_codex":0.000015901907,"about_ca_system_score_gemma":0.00009556354,"threshold_uncertainty_score":0.99996644},"labels":[],"label_agreement":null},{"id":"W1993428416","doi":"10.1190/geo2012-0028.1","title":"Seismic methods in mineral exploration and mine planning: A general overview of past and present case histories and a look into the future","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":209,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Geological Survey of Canada","funders":"Sveriges Geologiska Undersökning; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Geology; Mineral resource classification; Petrophysics; Mineral exploration; Mining engineering; Borehole; Seismic exploration; High resolution; Seismology; Geochemistry; Remote sensing; Paleontology; Geotechnical engineering","score_opus":0.038915939436515175,"score_gpt":0.29991216796727255,"score_spread":0.2609962285307574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993428416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98064065,0.017467901,0.0005077258,0.0010644852,0.00012849481,0.000091502465,0.0000066601897,0.000012104833,0.000080496844],"genre_scores_gemma":[0.9888459,0.0006074405,0.00969864,0.00040411798,0.0003105176,0.0000024080227,0.000018431987,0.0000025802976,0.0001099768],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99950314,0.00010009622,0.000107379325,0.00010419862,0.00006681478,0.00011839843],"domain_scores_gemma":[0.9997327,0.00006789027,0.000052704378,0.00008586155,0.000014867972,0.00004598144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002481207,0.00008266694,0.00011997552,0.000036204492,0.00007188473,0.000019086952,0.000034721717,0.00003100083,0.00000592508],"category_scores_gemma":[0.000006521275,0.000056293262,0.000012356384,0.00008673929,0.00011062657,0.0003063572,0.000020584803,0.000076035896,3.583776e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058809135,0.000036074554,0.391382,0.00019808214,0.00002304019,0.000027661159,0.044634555,0.00024263574,0.00039137533,0.00029971922,0.007976332,0.5547297],"study_design_scores_gemma":[0.0014170457,0.0005973774,0.37949318,0.00018786882,0.00015596814,0.0008993206,0.021811945,0.28894967,0.0025188532,0.020319577,0.2827507,0.0008985044],"about_ca_topic_score_codex":0.005462033,"about_ca_topic_score_gemma":0.00005906072,"teacher_disagreement_score":0.5538312,"about_ca_system_score_codex":0.0000030022377,"about_ca_system_score_gemma":0.000008716811,"threshold_uncertainty_score":0.8256996},"labels":[],"label_agreement":null},{"id":"W1993443361","doi":"10.1190/1.2369837","title":"Estimation of anisotropy parameters in orthorhombic media","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Orthorhombic crystal system; Anisotropy; Citation; Prestack; Geology; Symmetry (geometry); Library science; Computer science; Algorithm; Physics; Optics; Mathematics; Geometry; Seismology; Diffraction","score_opus":0.009787889619890112,"score_gpt":0.2026167396169214,"score_spread":0.1928288499970313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993443361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806743,0.000054600925,0.0051191347,0.00014905076,0.00006302169,0.000045429642,0.000004609065,0.0000545526,0.013835262],"genre_scores_gemma":[0.9702984,0.000007759827,0.029406102,0.00016069894,0.0000054735565,1.8309773e-7,0.000044899796,7.8701584e-7,0.00007566504],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958575,0.00002021442,0.00013193481,0.00007794631,0.00009564383,0.00008851292],"domain_scores_gemma":[0.9998142,0.00006492642,0.000032952248,0.000065180866,0.0000074364707,0.000015298689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115251685,0.000041397285,0.000070789836,0.000090205554,0.000013161435,0.000006895982,0.00005944251,0.00002413626,0.00041564097],"category_scores_gemma":[0.000018967978,0.000033242555,0.000017960127,0.00013604084,0.00004369573,0.00010354563,0.0000020076936,0.000035173864,0.000040013943],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017283406,0.000024826712,0.6491213,0.0000113598135,0.0000019785746,0.000005453164,0.00008831015,0.020484261,0.000059144204,0.0010315767,0.009812946,0.31934157],"study_design_scores_gemma":[0.00019873484,0.000055447115,0.41048205,0.000016976732,0.0000035740497,0.0000037362208,0.0001060566,0.549919,0.019774364,0.018721472,0.00060868624,0.00010989697],"about_ca_topic_score_codex":0.027826507,"about_ca_topic_score_gemma":0.00038364294,"teacher_disagreement_score":0.52943474,"about_ca_system_score_codex":0.0000018082876,"about_ca_system_score_gemma":0.000010960264,"threshold_uncertainty_score":0.9786473},"labels":[],"label_agreement":null},{"id":"W1994187159","doi":"10.1190/1.3054796","title":"5D interpolation, PSTM and AVO inversion","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Interpolation (computer graphics); Geology; Geophysics; Computer science; Seismology; Computer graphics (images)","score_opus":0.020017942545835575,"score_gpt":0.19616395785626559,"score_spread":0.17614601531043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994187159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8947748,0.00017275676,0.0013715226,0.0011670885,0.00014911241,0.000053584085,0.0000037259667,0.00020058572,0.10210683],"genre_scores_gemma":[0.99178314,0.00013926139,0.0031284716,0.0034356853,0.000026274978,7.9827906e-8,0.000014543214,9.0252934e-7,0.0014716508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996534,0.000015624008,0.00006636895,0.000103114005,0.00007687453,0.00008459479],"domain_scores_gemma":[0.999822,0.000029937084,0.000016484084,0.00006465402,0.000014589161,0.000052323583],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065131586,0.000047083435,0.000048963375,0.00005587525,0.00013122994,0.00001128951,0.000053044943,0.000024822666,0.0022698783],"category_scores_gemma":[0.000014891557,0.00003589954,0.000013468337,0.00006413998,0.000077947865,0.00017848477,0.0000068808363,0.000048597558,0.00019913931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000863418,0.0000035461571,0.73468053,0.0000033878835,0.0000027279514,0.000005559853,0.0002918057,0.000003949778,0.0000388649,0.0000695046,0.21935442,0.045537073],"study_design_scores_gemma":[0.00037155603,0.00018539463,0.41323143,0.0000236552,0.0000071196023,0.00017591003,0.00056794006,0.35507905,0.0039823647,0.0027953724,0.22326532,0.00031486226],"about_ca_topic_score_codex":0.0036546434,"about_ca_topic_score_gemma":0.000022224813,"teacher_disagreement_score":0.35507512,"about_ca_system_score_codex":0.0000010504435,"about_ca_system_score_gemma":0.000010040971,"threshold_uncertainty_score":0.9986422},"labels":[],"label_agreement":null},{"id":"W1994324691","doi":"10.1190/1.2210076","title":"Integration of seismic methods with reservoir simulation, Pikes Peak heavy-oil field, Saskatchewan","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Virtual Materials Group (Canada); University of Calgary","funders":"","keywords":"Geology; Reservoir simulation; Field (mathematics); Oil field; Environmental science; Petroleum engineering; Mathematics","score_opus":0.0235396399124672,"score_gpt":0.287504950262495,"score_spread":0.2639653103500278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994324691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.723938,0.00046580774,0.22022752,0.004939363,0.00027052095,0.00013540761,0.000010473105,0.00024718096,0.049765732],"genre_scores_gemma":[0.97721064,0.0000061090973,0.016205896,0.0011907103,0.000100728015,8.0639444e-7,0.000025589052,0.0000039169545,0.00525563],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992526,0.00015774311,0.00017179723,0.00013604567,0.00013316957,0.00014865158],"domain_scores_gemma":[0.99907416,0.0005326161,0.00009061738,0.00021796064,0.00006228478,0.000022386928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005749954,0.00009419978,0.00013076414,0.00007105847,0.00014430431,0.00003352166,0.00020093092,0.000036545614,0.00016303013],"category_scores_gemma":[0.000060406957,0.00005567146,0.000037483842,0.00020554093,0.00009509757,0.00015120233,0.000007846311,0.00014403566,0.000031438096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022707545,0.000031191375,0.02310864,0.000056524448,0.000023721735,0.0000030762299,0.0041781664,0.11653578,0.0035482252,0.0002138895,0.041322898,0.8107508],"study_design_scores_gemma":[0.0002786485,0.00026512338,0.012365466,0.00014552557,0.000041892352,0.000013165244,0.0016499811,0.7666174,0.12855618,0.0071269176,0.082667306,0.0002723601],"about_ca_topic_score_codex":0.012618799,"about_ca_topic_score_gemma":0.0006822218,"teacher_disagreement_score":0.81047845,"about_ca_system_score_codex":0.0000060751827,"about_ca_system_score_gemma":0.00003532136,"threshold_uncertainty_score":0.99395627},"labels":[],"label_agreement":null},{"id":"W1994611688","doi":"10.1155/2014/209351","title":"Rational Rock Physics for Improved Velocity Prediction and Reservoir Properties Estimation for Granite Wash (Tight Sands) in Anadarko Basin, Texas","year":2014,"lang":"en","type":"article","venue":"International Journal of Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Tulsa","keywords":"Geology; Lithology; Algorithm; Mineralogy; Geophysics; Petrology; Computer science","score_opus":0.013693312811604269,"score_gpt":0.22089092587744333,"score_spread":0.20719761306583906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994611688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57903355,0.00009441884,0.4142709,0.0044762436,0.0011710505,0.00040977146,0.00029586107,0.000030246996,0.00021792836],"genre_scores_gemma":[0.9882142,0.000036186393,0.010293834,0.0006456867,0.00056962407,0.0000026297162,0.00014094845,0.0000045995957,0.00009232335],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992009,0.00003309805,0.00029893644,0.00011508662,0.00024117577,0.00011081997],"domain_scores_gemma":[0.9990155,0.0001655809,0.00023309048,0.00005144695,0.0004923516,0.000042010444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038526047,0.00009086625,0.00014064307,0.00009571445,0.000081891114,0.00008280398,0.00017026953,0.00003892652,0.000010477776],"category_scores_gemma":[0.0001795628,0.00007460537,0.000066178334,0.000062169056,0.000035243134,0.0005788098,0.000009100602,0.00010499659,0.0000013824011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002528072,0.00027102264,0.077151,0.00020401223,0.0002864764,0.0000030664069,0.0010026353,0.042410713,0.003837189,0.0018084856,0.042868115,0.8276292],"study_design_scores_gemma":[0.0010526639,0.00026805513,0.037243873,0.00009367882,0.000016363865,0.000010988657,0.000030095074,0.9189482,0.0031922658,0.029791959,0.0092547275,0.000097179574],"about_ca_topic_score_codex":0.00033436483,"about_ca_topic_score_gemma":0.000040553638,"teacher_disagreement_score":0.87653744,"about_ca_system_score_codex":0.000021311975,"about_ca_system_score_gemma":0.000078441226,"threshold_uncertainty_score":0.30423188},"labels":[],"label_agreement":null},{"id":"W1994874700","doi":"10.1190/1.1451454","title":"Arbitrary source and receiver positioning in finite-difference schemes using Kaiser windowed sinc functions","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sinc function; Finite difference; Boundary (topology); Node (physics); Point source; Function (biology); Finite difference method; Dipole; Amplitude; Mathematical analysis; Geometry; Computer science; Algorithm; Acoustics; Physics; Mathematics; Optics","score_opus":0.021281490563207932,"score_gpt":0.19386857698705395,"score_spread":0.17258708642384601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994874700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936744,0.00030969983,0.0018938627,0.00016594319,0.000093474046,0.00006376479,0.000014952201,0.000087048924,0.0036968505],"genre_scores_gemma":[0.9956818,0.000048335667,0.002383084,0.0010950761,0.000062121195,5.0790123e-7,0.00002846521,0.0000035651483,0.00069702696],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936897,0.00003569824,0.000109743225,0.0001873,0.000108609,0.00018968737],"domain_scores_gemma":[0.99968976,0.000091990434,0.000039727194,0.000108719316,0.000018924611,0.000050909242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005569071,0.00009853191,0.0001039786,0.00008023563,0.00018545974,0.000054080756,0.00007028742,0.00004455529,0.000425387],"category_scores_gemma":[0.000017016091,0.00009499428,0.000026471,0.00021873374,0.00008322005,0.00024203086,0.000011716768,0.00017012503,0.000089208195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041393683,0.00010526625,0.57184994,0.00005054306,0.000031265183,0.000029476116,0.0018586663,0.0031360395,0.001996496,0.000108627915,0.002891471,0.41790083],"study_design_scores_gemma":[0.00042123563,0.00009167601,0.16855693,0.00013519639,0.000024026034,0.000020001313,0.0003578679,0.81850237,0.0013130609,0.0033637795,0.0068143746,0.00039948843],"about_ca_topic_score_codex":0.0017221698,"about_ca_topic_score_gemma":0.000010622585,"teacher_disagreement_score":0.8153663,"about_ca_system_score_codex":0.0000047372323,"about_ca_system_score_gemma":0.000010302314,"threshold_uncertainty_score":0.46576893},"labels":[],"label_agreement":null},{"id":"W1994951632","doi":"10.1190/1.1816725","title":"An optimal choice of temporal frequencies for imaging: Application to waveform inversion","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Inversion (geology); Waveform; Computer science; Geology; Seismology; Telecommunications","score_opus":0.018915635601330482,"score_gpt":0.25797051875139526,"score_spread":0.2390548831500648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994951632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7761553,0.00006986845,0.2027911,0.002662337,0.0001409075,0.0006050933,0.000052781983,0.00031019514,0.017212413],"genre_scores_gemma":[0.9559763,0.000008575911,0.04132116,0.002211198,0.00005472829,0.0000034022864,0.00014684259,0.0000027366384,0.0002750654],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993503,0.000011291622,0.0001512046,0.00018708357,0.00013054871,0.00016957821],"domain_scores_gemma":[0.99954796,0.0000401468,0.000052094445,0.00018336099,0.00007370012,0.00010274254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019200028,0.00008023322,0.000096814685,0.00011060898,0.00008580216,0.00002160574,0.0002058584,0.000028584951,0.00037137463],"category_scores_gemma":[0.000021798975,0.00006443026,0.000037563288,0.00016327774,0.000047110414,0.00035676354,0.000006163009,0.000036760386,0.000038063106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095685245,0.000035001787,0.5071209,0.000020197098,0.0000051257543,8.174684e-7,0.00025943754,0.00067569246,0.0031759264,0.00012466818,0.032771535,0.455715],"study_design_scores_gemma":[0.00030097127,0.00041126806,0.027160276,0.000014619872,0.000010905385,0.000007883055,0.00090796174,0.6438502,0.043394554,0.0009327488,0.28275543,0.00025319916],"about_ca_topic_score_codex":0.013816292,"about_ca_topic_score_gemma":0.00013065335,"teacher_disagreement_score":0.64317447,"about_ca_system_score_codex":0.0000061513883,"about_ca_system_score_gemma":0.000022873783,"threshold_uncertainty_score":0.99275076},"labels":[],"label_agreement":null},{"id":"W1995112540","doi":"10.2118/97848-pa","title":"Mapping Reservoir Volume Changes During Cyclic Steam Stimulation Using Tiltmeter-Based Surface-Deformation Measurements","year":2008,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"Shell Canada","keywords":"Tiltmeter; Deformation (meteorology); Steam injection; Geology; Petroleum engineering; Wellhead; Casing; Volume (thermodynamics); Geotechnical engineering; Oil field; Groundwater-related subsidence; Subsidence; Geomorphology","score_opus":0.10994370759069984,"score_gpt":0.2740372013986596,"score_spread":0.1640934938079598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995112540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861324,0.00041961615,0.011500956,0.00028494638,0.00033170715,0.0005298613,0.000014192294,0.00037713617,0.00040919203],"genre_scores_gemma":[0.9846201,0.000047877624,0.014735528,0.0000690616,0.00014024138,0.0000052866276,0.00024144842,0.000018506842,0.000121968034],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99740607,0.00017541915,0.00040370756,0.00033862836,0.0012355545,0.00044062143],"domain_scores_gemma":[0.99897283,0.000062723084,0.00018226553,0.0003616842,0.00029392718,0.00012655096],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015819926,0.00024578994,0.00022927829,0.00046562817,0.00040867095,0.000070830145,0.00023797368,0.00011114572,0.0007403823],"category_scores_gemma":[0.00028756206,0.00025300775,0.000076659795,0.0006202561,0.000034280576,0.000767346,0.000023617182,0.00020629093,0.00012866645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020207657,0.000010153507,0.046015438,0.00006420307,0.00001691218,0.0000017072086,0.00024942032,0.938787,0.013392213,2.2638532e-7,0.00017970846,0.0012628409],"study_design_scores_gemma":[0.00054080744,0.000037308753,0.090336464,0.000146948,0.00001906442,0.000013296235,0.00005403416,0.89389205,0.013287593,0.000019067973,0.0013879619,0.00026542982],"about_ca_topic_score_codex":0.001089946,"about_ca_topic_score_gemma":0.000051731848,"teacher_disagreement_score":0.044894945,"about_ca_system_score_codex":0.00017431546,"about_ca_system_score_gemma":0.00011334844,"threshold_uncertainty_score":0.9999922},"labels":[],"label_agreement":null},{"id":"W1995252596","doi":"10.1063/1.3592154","title":"A versatile facility for laboratory studies of viscoelastic and poroelastic behaviour of rocks","year":2011,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Poromechanics; Viscoelasticity; Materials science; Amplitude; Oscillation (cell signaling); Consistency (knowledge bases); Shear (geology); Finite element method; Fluid dynamics; Flexural strength; Foundation (evidence); Stiffness; Geology; Mechanics; Acoustics; Composite material; Porosity; Structural engineering; Porous medium; Optics; Computer science; Physics","score_opus":0.04528799649838218,"score_gpt":0.2702458419769178,"score_spread":0.22495784547853565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995252596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903909,0.007825507,0.00007606849,0.000014036286,0.00038918373,0.00034726737,0.00068412774,0.000011208536,0.00026172074],"genre_scores_gemma":[0.9957464,0.0025717341,0.0015406099,0.000049059086,0.0000029174846,0.0000023712769,0.000033957083,0.0000012423727,0.000051733532],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900025,0.000043271597,0.00041225896,0.00019490473,0.00022422402,0.00012509954],"domain_scores_gemma":[0.9991664,0.000060805738,0.00029427456,0.00018164926,0.00025293804,0.000043878503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007875518,0.000087305234,0.0003265676,0.000094231385,0.00006981051,0.0000048540305,0.00014911879,0.000023467152,0.00024029391],"category_scores_gemma":[0.00023610199,0.000067443485,0.00005906536,0.00021291136,0.0005030883,0.0001469268,0.000022912584,0.00003706709,0.0000045924025],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006421636,0.00016565878,0.5447423,0.024149988,0.00013373527,7.703938e-7,0.0018157035,8.9488884e-7,0.0007814575,0.000047055506,0.0061741346,0.42192408],"study_design_scores_gemma":[0.003963672,0.0047954386,0.38683537,0.05863086,0.002004457,0.000027060707,0.007940711,0.0062242285,0.49374855,0.004329235,0.029793402,0.0017070046],"about_ca_topic_score_codex":0.00019804722,"about_ca_topic_score_gemma":0.000004887317,"teacher_disagreement_score":0.4929671,"about_ca_system_score_codex":0.000004055583,"about_ca_system_score_gemma":0.00006398533,"threshold_uncertainty_score":0.27502656},"labels":[],"label_agreement":null},{"id":"W1995350010","doi":"10.1190/1.2144331","title":"Spherical‐wave AVO‐modeling in elastic and anelastic transversely isotropic (VTI) media","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transverse isotropy; Amplitude; Anisotropy; Perpendicular; Isotropy; Amplitude versus offset; Physics; Computational physics; Geology; Optics; Geometry","score_opus":0.0263916003362043,"score_gpt":0.19752140150446323,"score_spread":0.17112980116825893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995350010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9230814,0.0007182784,0.057988964,0.002319454,0.00021776547,0.00014341941,0.000011051439,0.00025493256,0.015264715],"genre_scores_gemma":[0.9858995,0.0001726715,0.0119337635,0.0017749171,0.000070338785,4.94317e-7,0.000011676085,0.0000032941698,0.00013336258],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991178,0.00003646412,0.00019469252,0.00023240574,0.0001543038,0.0002643125],"domain_scores_gemma":[0.9995811,0.00014978682,0.0000204547,0.00009139674,0.000013793366,0.00014349571],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001242068,0.000119302815,0.00014849221,0.00009119389,0.000059454112,0.000033680095,0.000085490035,0.000059241695,0.0027231735],"category_scores_gemma":[0.00006626132,0.00009673915,0.00002736671,0.00015544343,0.00006891021,0.0002288917,0.0000058844266,0.00016214282,0.00016367584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013690587,0.0000853501,0.079480015,0.00006207414,0.000023974519,0.000089188274,0.0028288467,0.06454768,0.00023475123,0.00023793138,0.009752065,0.8425212],"study_design_scores_gemma":[0.00029774266,0.000052686304,0.0048336824,0.000021247048,0.000008145188,0.000019691555,0.00032611215,0.98923784,0.0001593456,0.00060674833,0.004287146,0.000149632],"about_ca_topic_score_codex":0.0021710347,"about_ca_topic_score_gemma":0.00052044506,"teacher_disagreement_score":0.9246901,"about_ca_system_score_codex":0.000006820348,"about_ca_system_score_gemma":0.000030456782,"threshold_uncertainty_score":0.9981885},"labels":[],"label_agreement":null},{"id":"W1995693887","doi":"10.2118/174415-ms","title":"Geomechanical Modelling of Cyclic Steaming Induced Surface Deformation","year":2015,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Overburden; Geology; Groundwater-related subsidence; Deformation (meteorology); Finite element method; Geotechnical engineering; Inversion (geology); Compaction; Subsidence; Seismology; Structural engineering; Geomorphology; Tectonics; Engineering","score_opus":0.06887097488629892,"score_gpt":0.2301251408250816,"score_spread":0.16125416593878267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995693887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9490268,0.00014621794,0.032832824,0.0014887466,0.0003072094,0.00009806128,0.000052625117,0.00020218105,0.015845304],"genre_scores_gemma":[0.99073964,0.000036711586,0.008487718,0.00053801003,0.00002264131,6.11987e-7,0.000048778056,0.0000041801054,0.000121710036],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984831,0.00006642556,0.000376494,0.0002311139,0.000536509,0.0003063069],"domain_scores_gemma":[0.9990579,0.00009219918,0.00013012275,0.00027507605,0.0001830594,0.00026166078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049160153,0.0001423973,0.00024312978,0.000054458673,0.000073472605,0.000028364924,0.00034570345,0.000113612936,0.00016075397],"category_scores_gemma":[0.000122784,0.00012670908,0.00003627404,0.00023458531,0.00006715092,0.0002085917,0.000028582412,0.00029599006,0.000017697672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006164696,0.00016305181,0.019840963,0.00045822482,0.00007953566,0.000077525576,0.000764499,0.09338642,0.011810089,0.0072475206,0.06448907,0.80106664],"study_design_scores_gemma":[0.000717489,0.00038463398,0.0010308048,0.0003016554,0.00003571278,0.00007709656,0.0007792539,0.9078619,0.04715122,0.009585864,0.031177158,0.00089724595],"about_ca_topic_score_codex":0.74007213,"about_ca_topic_score_gemma":0.2531031,"teacher_disagreement_score":0.8144755,"about_ca_system_score_codex":0.000054929435,"about_ca_system_score_gemma":0.0010367156,"threshold_uncertainty_score":0.7605258},"labels":[],"label_agreement":null},{"id":"W1995753484","doi":"10.1016/j.egypro.2011.02.431","title":"Geophysical characterization of the Devonian Nisku Formation for the Wabamun area CO2 sequestration project (WASP), Alberta, Canada","year":2011,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; King Fahd University of Petroleum and Minerals","keywords":"Petrophysics; Geology; Devonian; Caprock; Classification of discontinuities; Lithology; Reservoir modeling; Plume; Petrology; Outcrop; Paleontology; Geophysics; Porosity; Geotechnical engineering","score_opus":0.01834253780631324,"score_gpt":0.18050808648112956,"score_spread":0.16216554867481633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995753484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98453164,0.0000314039,0.006010251,0.0011299256,0.0006298689,0.00052950287,0.00011837996,0.00005728358,0.006961731],"genre_scores_gemma":[0.998083,0.000018745124,0.00018926743,0.0008046103,0.000073363786,0.000013303261,0.00020732748,0.0000028924183,0.000607515],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994607,0.000021937758,0.00014683198,0.00009759121,0.00014711442,0.00012585652],"domain_scores_gemma":[0.9995936,0.00006552122,0.00012893784,0.00012419108,0.000067597684,0.000020163574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008577093,0.000077518846,0.0000699162,0.000017352955,0.00018529156,0.000015694806,0.00018270723,0.000033975997,0.000053169762],"category_scores_gemma":[0.00003423054,0.00004355914,0.0000331401,0.00012102578,0.000046054316,0.00023046786,0.000006699517,0.00004768411,0.000001049519],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000872661,0.00028707064,0.31850803,0.00062746013,0.00027590033,0.000004781986,0.024790619,0.00056653336,0.017397098,0.026494514,0.1234396,0.48673573],"study_design_scores_gemma":[0.000364328,0.00025312149,0.27743033,0.00007743997,0.00006357555,0.000017911703,0.0006085315,0.27425888,0.31269532,0.002293994,0.13156445,0.00037212274],"about_ca_topic_score_codex":0.6731151,"about_ca_topic_score_gemma":0.25878343,"teacher_disagreement_score":0.48636362,"about_ca_system_score_codex":0.000009145003,"about_ca_system_score_gemma":0.0002421852,"threshold_uncertainty_score":0.75474185},"labels":[],"label_agreement":null},{"id":"W1995835918","doi":"10.1016/j.pepi.2012.07.001","title":"Crustal structure of Chuan-Dian region derived from gravity data and its tectonic implications","year":2012,"lang":"en","type":"article","venue":"Physics of The Earth and Planetary Interiors","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"China Earthquake Administration; National High-tech Research and Development Program; University of Toronto; Victoria University","keywords":"Geology; Crust; Lithosphere; Bouguer anomaly; Tectonics; Plateau (mathematics); Gravity anomaly; Seismology; Block (permutation group theory); Upper crust; Isostasy; Fault (geology); Structural basin; Sichuan basin; Geomorphology; Paleontology; Geochemistry; Geometry","score_opus":0.02565709723847182,"score_gpt":0.2255454049284108,"score_spread":0.19988830768993898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995835918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591726,0.0012397326,0.000054631346,0.00025941327,0.00013218855,0.000099813355,0.0021651865,0.000014604564,0.000117172574],"genre_scores_gemma":[0.9985433,0.00015800771,0.00037418277,0.00019737266,0.00006758358,9.541435e-8,0.00064836256,0.0000022839313,0.000008798675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944025,0.00004934648,0.00013605412,0.00014862874,0.00008358199,0.00014211857],"domain_scores_gemma":[0.99937046,0.00007403872,0.00012230827,0.0003444328,0.00001613365,0.000072603536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056131095,0.000098877266,0.00015020826,0.00002346171,0.000097541604,0.000014820321,0.00029428126,0.000039429815,0.00008680602],"category_scores_gemma":[0.00001700829,0.000069320384,0.000024293797,0.00006705501,0.00015889536,0.00027358357,0.00006345553,0.000120362565,0.0000024627457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006117084,0.000016934675,0.9098149,0.000057057387,0.00006311991,3.9954347e-7,0.00084602716,0.000025400366,0.015138299,0.00004610804,0.0009672274,0.07296339],"study_design_scores_gemma":[0.00012761532,0.000048193044,0.9639923,0.00005191358,0.000046847334,0.000018760973,0.00011040742,0.004848045,0.027477827,0.0018294613,0.0013244825,0.00012413388],"about_ca_topic_score_codex":0.0050184727,"about_ca_topic_score_gemma":0.00021269248,"teacher_disagreement_score":0.07283925,"about_ca_system_score_codex":6.290673e-7,"about_ca_system_score_gemma":0.000018714758,"threshold_uncertainty_score":0.7586463},"labels":[],"label_agreement":null},{"id":"W1995926167","doi":"10.1029/2005eo180001","title":"Advances in controlled‐source seismic imaging","year":2005,"lang":"en","type":"article","venue":"Eos","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Virginia Polytechnic Institute and State University; National Science Foundation","keywords":"Seismometer; Seismology; Geology; Crust; Waveform; Vertical seismic profile; Inversion (geology); Seismic tomography; Geophysics; Computer science; Mantle (geology); Telecommunications; Tectonics","score_opus":0.00467425971471621,"score_gpt":0.20898947722667865,"score_spread":0.20431521751196244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995926167","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43471912,0.03268876,0.01801013,0.016854173,0.00086840644,0.000814436,0.000024045761,0.0010369791,0.49498394],"genre_scores_gemma":[0.99232644,0.00033599217,0.0011493372,0.005130147,0.000119249606,0.0000014333398,0.000008909294,0.0000024885574,0.00092598423],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993229,0.00004003492,0.0001501749,0.00015462923,0.00011947282,0.00021281686],"domain_scores_gemma":[0.9997344,0.0000756082,0.000028069608,0.000104673825,0.000010954643,0.000046283607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022049347,0.00008276199,0.00013756148,0.00010630758,0.000058066435,0.000028916065,0.00013740009,0.000019759942,0.0008218608],"category_scores_gemma":[0.000030417445,0.000067487264,0.000039760034,0.00010772076,0.000045279496,0.00040020686,0.0000055263736,0.000111462614,0.00037767223],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025656807,0.000006105731,0.0769418,0.0000024262863,8.958075e-7,0.000004060927,0.00009923145,0.0026019164,0.000008875372,0.0000057402253,0.0053589367,0.91494435],"study_design_scores_gemma":[0.0005728632,0.000011957422,0.0034021935,0.000016960486,0.0000021971143,0.000010364493,0.000112225265,0.39031568,0.0003799221,0.00026420268,0.60481304,0.00009837125],"about_ca_topic_score_codex":0.0010929727,"about_ca_topic_score_gemma":0.000106070955,"teacher_disagreement_score":0.914846,"about_ca_system_score_codex":0.0000057093903,"about_ca_system_score_gemma":0.00001432212,"threshold_uncertainty_score":0.89987993},"labels":[],"label_agreement":null},{"id":"W1996270091","doi":"10.1190/1.1815756","title":"A multi‐offset VSP experiment for anisotropy analysis and imaging","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Offset (computer science); Anisotropy; Geology; Computer science; Optics; Physics","score_opus":0.011912765173775984,"score_gpt":0.24122316458139706,"score_spread":0.22931039940762107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996270091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83021754,0.0025743365,0.13998663,0.0035230722,0.00017356576,0.00065368327,0.00019560124,0.0007272436,0.021948302],"genre_scores_gemma":[0.9057516,0.000112960995,0.089474835,0.0025052957,0.00002280314,0.0000025531983,0.00008199749,0.0000018982206,0.0020460503],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946564,0.00001603247,0.00009850032,0.00019069332,0.000072180526,0.00015694281],"domain_scores_gemma":[0.9997637,0.000036787038,0.00001661821,0.00010256893,0.000013413998,0.00006688375],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010939271,0.00007462739,0.00010645817,0.0001002728,0.00011991471,0.000053307755,0.00006875456,0.000016593236,0.006683535],"category_scores_gemma":[0.0000048298507,0.000057952126,0.000060521746,0.0001538658,0.0000445849,0.00012402382,0.000003068923,0.000027729364,0.000047277597],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003932825,0.000021664788,0.21788827,0.000005789876,0.00007908865,0.0000030635272,0.0003337321,0.00009447524,0.00031045123,0.000019018047,0.023660043,0.75754505],"study_design_scores_gemma":[0.00035536778,0.000051121642,0.03443507,0.0000036300662,0.00008377501,0.0000051368065,0.0003293692,0.87787133,0.0072146803,0.00020027609,0.07927178,0.00017848422],"about_ca_topic_score_codex":0.0053753895,"about_ca_topic_score_gemma":0.000050269227,"teacher_disagreement_score":0.87777686,"about_ca_system_score_codex":0.0000020666116,"about_ca_system_score_gemma":0.0000066317866,"threshold_uncertainty_score":0.9942245},"labels":[],"label_agreement":null},{"id":"W1996622509","doi":"10.2118/97905-ms","title":"Geomechanical Effects on the SAGD Process","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Caprock; Steam injection; Petroleum engineering; Oil sands; Geology; Steam-assisted gravity drainage; Permeability (electromagnetism); Porosity; Asphalt; Environmental science; Geotechnical engineering; Materials science","score_opus":0.010064460007401714,"score_gpt":0.21533928735721375,"score_spread":0.20527482734981203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996622509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67818874,0.00012355272,0.0010839724,0.04490861,0.00025492808,0.00030182005,0.000004443413,0.000542046,0.27459186],"genre_scores_gemma":[0.96979755,0.00000838324,0.00036494635,0.0285563,0.00011843101,9.651951e-7,0.0000034830987,0.0000012079206,0.0011487182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995225,0.000029618806,0.0000582206,0.0001106474,0.0001414607,0.00013755246],"domain_scores_gemma":[0.999627,0.00019152334,0.000014463248,0.000116737836,0.000010066254,0.000040197687],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018464429,0.00005823831,0.00004958025,0.000023663562,0.00010135744,0.000027002665,0.00016575588,0.000025823556,0.0035352318],"category_scores_gemma":[0.000041073366,0.00002897508,0.000024755214,0.000077240285,0.000023280592,0.00007172274,0.0000033674733,0.00009882048,0.0015044598],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014976894,0.000013399128,0.0036382799,0.000008199053,0.0000051976026,0.0000026614978,0.00008029903,0.00007991475,0.00003086157,0.001208315,0.15731189,0.837606],"study_design_scores_gemma":[0.0003442155,0.0005371491,0.01051539,0.000068884954,0.00001363039,0.000025485178,0.00025377868,0.1861443,0.24991953,0.013554651,0.53821313,0.00040983193],"about_ca_topic_score_codex":0.00024543187,"about_ca_topic_score_gemma":0.000014628905,"teacher_disagreement_score":0.8371962,"about_ca_system_score_codex":0.0000015405321,"about_ca_system_score_gemma":0.000009886956,"threshold_uncertainty_score":0.999273},"labels":[],"label_agreement":null},{"id":"W1996650713","doi":"10.1190/1.1817449","title":"Least‐squares wave‐equation AVP imaging of 3D common azimuth data","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; Schlumberger Foundation","keywords":"Azimuth; Amplitude; Weighting; Attenuation; Fidelity; Inverse problem; Least-squares function approximation; Inverse distance weighting; Wave equation; Computer science; Algorithm; Mathematical analysis; Mathematics; Optics; Physics; Telecommunications; Acoustics; Statistics; Geometry; Computer vision; Bilinear interpolation","score_opus":0.055297899775715136,"score_gpt":0.2502401369069401,"score_spread":0.19494223713122494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996650713","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26310816,0.0018585675,0.06226148,0.0025925662,0.0010431185,0.00049965736,0.00033685318,0.00073419337,0.6675654],"genre_scores_gemma":[0.9891908,0.00003904691,0.009004836,0.0010225681,0.000018737184,1.5887764e-7,0.00028635786,0.0000024810884,0.00043496868],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991501,0.0000873276,0.0001922786,0.00020951283,0.00019800053,0.0001627676],"domain_scores_gemma":[0.99930996,0.00009104713,0.00007368576,0.00044510482,0.000032719774,0.000047496098],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004873038,0.00008446158,0.00011819136,0.00008453246,0.000081959144,0.00003185121,0.00024856738,0.000024385201,0.0032121814],"category_scores_gemma":[0.000061226965,0.000068020476,0.000020096151,0.00013546669,0.0000770768,0.0004226105,0.000017381664,0.000078020435,0.00011343004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015313533,0.000030680043,0.5227049,0.000030386072,0.000012659837,0.0000065790705,0.00019626875,0.00013326242,0.00013019866,0.0012777069,0.06668017,0.40878186],"study_design_scores_gemma":[0.0004108515,0.00009181323,0.033218008,0.0000622474,0.000030983625,0.00003841955,0.001127717,0.84199893,0.016379353,0.0037712855,0.10249946,0.0003709375],"about_ca_topic_score_codex":0.005379247,"about_ca_topic_score_gemma":0.000063267325,"teacher_disagreement_score":0.84186566,"about_ca_system_score_codex":0.0000022391393,"about_ca_system_score_gemma":0.000032661843,"threshold_uncertainty_score":0.997699},"labels":[],"label_agreement":null},{"id":"W1997592076","doi":"10.1007/s00603-014-0664-z","title":"Elastic Anisotropy of a Metamorphic Rock Sample of the Canadian Shield in Northeastern Alberta","year":2014,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Anisotropy; Transverse isotropy; Metamorphic rock; Shear (geology); Seismic anisotropy; Precambrian; Isotropy; Seismic wave; Seismology; Shield; Overburden pressure; Geophysics; Petrology; Geotechnical engineering; Optics; Geochemistry","score_opus":0.006594606235666874,"score_gpt":0.16496054347872716,"score_spread":0.15836593724306028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997592076","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20639318,0.0006494786,0.79099375,0.0004864782,0.0006273216,0.00030364396,0.00007434574,0.00004807091,0.00042372115],"genre_scores_gemma":[0.99938536,0.00002692987,0.0004096799,0.00010851444,0.00001859394,6.931046e-7,0.0000061124815,0.000005091412,0.000039025126],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932164,0.000020455907,0.0001907007,0.00013328229,0.0001284775,0.00020543343],"domain_scores_gemma":[0.9995402,0.00013512584,0.000056847395,0.0001561472,0.000021247562,0.000090399386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356312,0.00010543871,0.00017809484,0.00013485189,0.000077391174,0.000010909408,0.00017750637,0.00006291382,0.00006503222],"category_scores_gemma":[0.00012601058,0.000079029116,0.0000434428,0.00018410821,7.8582593e-7,0.000056535668,0.000023844432,0.00012823162,0.0000033762292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017844983,0.000019030083,0.06310667,0.00023864633,0.00004497618,0.0000017642213,0.0008341414,0.92316526,0.0006809517,0.00815928,0.00013599059,0.003595446],"study_design_scores_gemma":[0.000104341656,0.0000540196,0.0017712701,0.00007260281,0.000011642737,0.000005190868,0.00003878747,0.99404156,0.0010361242,0.0006831167,0.002087859,0.000093467876],"about_ca_topic_score_codex":0.2771208,"about_ca_topic_score_gemma":0.13945864,"teacher_disagreement_score":0.7929922,"about_ca_system_score_codex":0.0000063568923,"about_ca_system_score_gemma":0.000041505773,"threshold_uncertainty_score":0.876244},"labels":[],"label_agreement":null},{"id":"W1997593941","doi":"10.2118/108142-ms","title":"Hydraulic Fracture Diagnostics in the Williams Fork Formation, Piceance Basin, Colorado, Using Surface Microseismic Monitoring Technology","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Geology; Microseism; Borehole; Hydraulic fracturing; Fracture (geology); Fluvial; Seismology; Structural basin; Geomorphology; Petrology; Geotechnical engineering","score_opus":0.015068536856589121,"score_gpt":0.24436574266116187,"score_spread":0.22929720580457275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997593941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96892035,0.0011382148,0.023819912,0.0038653226,0.00029116595,0.0002537932,0.000006248095,0.00017870404,0.0015262819],"genre_scores_gemma":[0.9801942,0.0002972751,0.011502414,0.007856691,0.00007141076,4.4756297e-7,0.000014577764,0.000004303633,0.000058676993],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988822,0.00004219168,0.00027963036,0.00018835395,0.00020492887,0.00040273837],"domain_scores_gemma":[0.9992176,0.00034314275,0.000101258556,0.00023780947,0.000049478265,0.000050704493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072122476,0.00014534677,0.00014398801,0.00015971763,0.00025930363,0.0000671372,0.0003867912,0.0001457437,0.000078252786],"category_scores_gemma":[0.000112759786,0.000101842284,0.000034125715,0.0006795,0.000117339056,0.00038352626,0.000013842078,0.00033033077,0.00004168562],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015811613,0.000021947619,0.96188134,0.000015769161,0.0000046331056,0.000031719912,0.00061655976,0.0037613309,0.00022412188,0.000027356215,0.011805366,0.021594051],"study_design_scores_gemma":[0.0008064883,0.0002608648,0.24238676,0.0002998343,0.000038319715,0.0003208516,0.013204791,0.12481769,0.15507534,0.005404604,0.45646906,0.00091539504],"about_ca_topic_score_codex":0.0042704255,"about_ca_topic_score_gemma":0.000093528644,"teacher_disagreement_score":0.7194946,"about_ca_system_score_codex":0.000020530642,"about_ca_system_score_gemma":0.00003124163,"threshold_uncertainty_score":0.6455634},"labels":[],"label_agreement":null},{"id":"W1997602690","doi":"10.1190/1.2369995","title":"Laboratory determination of elastic anisotropy in shales from Alberta","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anisotropy; Geology; Materials science; Physics; Optics","score_opus":0.005604012572376052,"score_gpt":0.19108603601926133,"score_spread":0.18548202344688527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997602690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98016167,0.00013730788,0.0028295855,0.00015488434,0.00007895291,0.000048094123,0.000059030834,0.000039076058,0.016491372],"genre_scores_gemma":[0.9923098,0.000008270423,0.007150275,0.00020162419,0.000020630841,2.026729e-7,0.000084310595,0.0000010554694,0.0002237963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999602,0.000024623763,0.00012294669,0.0000931818,0.00007940881,0.00007779981],"domain_scores_gemma":[0.99974024,0.00012487468,0.000035244026,0.000068310015,0.000017263343,0.000014089389],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005653327,0.00004572429,0.00006949829,0.00007016323,0.000015381776,0.000008546873,0.0000718973,0.000029404528,0.0010987117],"category_scores_gemma":[0.000019873582,0.00003805975,0.000013263069,0.00010946971,0.00003654417,0.00012042776,0.0000028671477,0.00003353708,0.00003806942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010606355,0.00001932189,0.9661018,0.000006175774,0.0000010519981,0.0000039499023,0.00004882281,0.00006070989,0.00059758686,0.00018904333,0.0055430555,0.027417874],"study_design_scores_gemma":[0.0002957023,0.000078968944,0.77489734,0.000038877064,0.000006745531,0.0000011409284,0.000103615814,0.17689055,0.02931352,0.010017631,0.008183152,0.00017274666],"about_ca_topic_score_codex":0.1606664,"about_ca_topic_score_gemma":0.0071603274,"teacher_disagreement_score":0.19120444,"about_ca_system_score_codex":0.000002337171,"about_ca_system_score_gemma":0.000015514677,"threshold_uncertainty_score":0.9998144},"labels":[],"label_agreement":null},{"id":"W1997679090","doi":"10.1190/geo2013-0268.1","title":"Detailed topography of the Devonian Grosmont Formation surface from legacy high-resolution seismic profiles, northeast Alberta","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Helmholtz-Alberta Initiative; Alberta Innovates","keywords":"Geology; Unconformity; Devonian; Ridge; Carbonate; Cretaceous; Karst; Carbonate rock; Paleontology; Horizon; Sedimentary rock; Geometry","score_opus":0.005977408069056647,"score_gpt":0.17063505802748566,"score_spread":0.16465764995842902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997679090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99289525,0.000049668502,0.0043144254,0.00061191927,0.0002932376,0.0001760495,0.00006934746,0.000053435073,0.0015366847],"genre_scores_gemma":[0.99759847,0.000010190526,0.0013773618,0.00059443054,0.00008127931,9.877857e-7,0.00022171573,0.000003991719,0.00011156424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990954,0.00010695158,0.00020222474,0.00016719321,0.00023094153,0.00019729951],"domain_scores_gemma":[0.9993232,0.0000883831,0.00016646765,0.00032288235,0.0000546456,0.000044454122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001303382,0.00012166376,0.00014702731,0.000031127704,0.00018492297,0.00004177942,0.00027025255,0.00005259699,0.000087210436],"category_scores_gemma":[0.000018563394,0.00008569708,0.00009597127,0.00024111463,0.00009661623,0.00044190724,0.000020164904,0.00012207581,0.00008518093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001197281,0.00011610494,0.82183427,0.00010101461,0.00007583226,7.696146e-7,0.0017823253,0.012176024,0.0016980366,0.0020266469,0.0139389215,0.14613032],"study_design_scores_gemma":[0.0003887294,0.00010492041,0.59617424,0.000072547155,0.000041232695,0.0000019102206,0.00017145506,0.36147618,0.013665637,0.015221429,0.01241199,0.00026969973],"about_ca_topic_score_codex":0.0726502,"about_ca_topic_score_gemma":0.0014587807,"teacher_disagreement_score":0.34930018,"about_ca_system_score_codex":0.0000053423787,"about_ca_system_score_gemma":0.000025537693,"threshold_uncertainty_score":0.9335251},"labels":[],"label_agreement":null},{"id":"W1998211931","doi":"10.1190/1.1598134","title":"Coherent noise attenuation in the radial trace domain","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Noise (video); Attenuation; Prestack; Synthetic data; Algorithm; Data set; Computer science; Frequency domain; Set (abstract data type); TRACE (psycholinguistics); Acoustics; Domain (mathematical analysis); Seismology; Geology; Optics; Physics; Image (mathematics); Mathematics; Artificial intelligence; Computer vision; Mathematical analysis","score_opus":0.0126160789688577,"score_gpt":0.2082192494819222,"score_spread":0.1956031705130645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998211931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795014,0.00011700184,0.0005468309,0.0007313644,0.00019597632,0.00014028866,0.000008302493,0.00003382607,0.018724984],"genre_scores_gemma":[0.9975936,0.00001466809,0.0005994602,0.0016097826,0.00005695497,0.00000143514,0.000021720143,0.0000013223603,0.00010109869],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994277,0.000113711925,0.00008067537,0.00009959537,0.0001433823,0.00013496167],"domain_scores_gemma":[0.9997591,0.000062968815,0.000027922044,0.00012079775,0.000009393971,0.00001981044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817787,0.00005839134,0.00005718797,0.00002355835,0.00007026616,0.00002818359,0.000113665534,0.000022753196,0.00018763836],"category_scores_gemma":[0.000014178154,0.0000400739,0.000027126665,0.0001582124,0.00003368937,0.00009551752,0.000001380893,0.00009892454,0.00020785947],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060431466,0.00019931747,0.24731554,0.00002966834,0.000017759305,0.00004298784,0.010038435,0.0011776545,0.00052521937,0.009711238,0.102465175,0.6284166],"study_design_scores_gemma":[0.0009979781,0.00022314911,0.46502325,0.000031959775,0.000018282983,0.000024521732,0.003266568,0.009199597,0.0020357545,0.12146656,0.3972371,0.00047526835],"about_ca_topic_score_codex":0.0011866206,"about_ca_topic_score_gemma":0.000051995252,"teacher_disagreement_score":0.6279413,"about_ca_system_score_codex":0.000003120594,"about_ca_system_score_gemma":0.00002049308,"threshold_uncertainty_score":0.26716822},"labels":[],"label_agreement":null},{"id":"W1998506808","doi":"10.1190/1.3496918","title":"Shear-wave splitting in compliant rocks","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shear wave splitting; Shear (geology); Geology; Shear waves; Geotechnical engineering; Shear zone; Seismology; Mineralogy; Geophysics; Petrology","score_opus":0.03110024496831149,"score_gpt":0.24123854631355518,"score_spread":0.2101383013452437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998506808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9062338,0.00009061951,0.0004040343,0.0028843852,0.00079370686,0.00010943354,0.000004933856,0.00016133807,0.08931775],"genre_scores_gemma":[0.99562234,0.000006484309,0.001014153,0.0018126412,0.00014698319,4.8589555e-7,0.0000070846336,0.0000028235484,0.0013869983],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999384,0.000036950434,0.00011773905,0.00013457795,0.000098646706,0.0002281],"domain_scores_gemma":[0.9995787,0.00014832229,0.000033529064,0.00018856509,0.000010868258,0.000040028834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005481218,0.000073239906,0.00009251029,0.000060270777,0.00014302856,0.000044966437,0.0001997021,0.000041794134,0.0005270905],"category_scores_gemma":[0.00005862268,0.000048476788,0.000028820075,0.00013448115,0.0000832581,0.000089786474,0.000013461734,0.00040442383,0.00068852265],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024767312,0.00002222366,0.40179223,0.000023067285,0.0000089108535,0.00003872703,0.002645647,0.0002058201,0.0030074506,0.0004657725,0.08187871,0.5098867],"study_design_scores_gemma":[0.0005239867,0.00010841018,0.29405305,0.00016309065,0.000016285097,0.00021390716,0.0009443538,0.27318048,0.018007537,0.011934862,0.40022567,0.00062833435],"about_ca_topic_score_codex":0.002981609,"about_ca_topic_score_gemma":0.00020697665,"teacher_disagreement_score":0.50925833,"about_ca_system_score_codex":0.0000028075442,"about_ca_system_score_gemma":0.000014837616,"threshold_uncertainty_score":0.88497955},"labels":[],"label_agreement":null},{"id":"W1998863764","doi":"10.1190/tle31050556.1","title":"Integrated workflows for shale gas and case study results for the Horn River Basin, British Columbia, Canada","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Shale gas; Geology; Oil shale; Inversion (geology); Structural basin; Hydraulic fracturing; Workflow; Lambda; Geomorphology; Hydrology (agriculture); Petroleum engineering; Geotechnical engineering; Paleontology; Computer science","score_opus":0.026957956978990637,"score_gpt":0.2304422290144643,"score_spread":0.20348427203547365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998863764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546814,0.00067931315,0.00028645867,0.0009820919,0.0006781368,0.0008469183,0.00033612634,0.00005788611,0.0006649079],"genre_scores_gemma":[0.9926224,0.00002183321,0.00044556012,0.0015013871,0.00020132198,0.0000138554715,0.00002975994,0.0000050513277,0.0051588453],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999268,0.00006414524,0.00013373992,0.00014826245,0.00009181867,0.00029404977],"domain_scores_gemma":[0.99882776,0.000836601,0.000049492413,0.00017122438,0.000046740886,0.00006816695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085920433,0.000072729556,0.00011736595,0.000012737154,0.00068655453,0.0001805068,0.0001691388,0.000027767817,0.000039626233],"category_scores_gemma":[0.00016185662,0.000056990364,0.000029688696,0.000098068456,0.00010516644,0.00011305597,0.000011869918,0.000111991445,0.000004549288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036937825,0.000013604205,0.08099212,0.000007498769,0.000023060753,0.000021277001,0.0014108823,0.0000043765203,9.543709e-7,8.9847225e-7,0.72291094,0.19457746],"study_design_scores_gemma":[0.0011788585,0.00034208343,0.038093224,0.00007126553,0.00014177385,0.0010567057,0.0124563025,0.023892563,0.00007317963,0.00022111008,0.92214346,0.00032947233],"about_ca_topic_score_codex":0.9691373,"about_ca_topic_score_gemma":0.93864167,"teacher_disagreement_score":0.19923253,"about_ca_system_score_codex":0.0000126223085,"about_ca_system_score_gemma":0.0000616046,"threshold_uncertainty_score":0.5280492},"labels":[],"label_agreement":null},{"id":"W1998881789","doi":"10.1093/gji/ggs128","title":"Asymptotic full waveform inversion for arrival separation and post-critical phase correction with application to quasi-vertical fault imaging","year":2013,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Seismogram; Seismology; Geology; Waveform; Seismic wave; Synthetic seismogram; Reflection (computer programming); Inversion (geology); Amplitude; Optics; Computer science; Physics","score_opus":0.006223765458136731,"score_gpt":0.26472532043081065,"score_spread":0.2585015549726739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998881789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7016815,0.000010049955,0.28593105,0.010740859,0.0007147126,0.00029643995,0.000017101456,0.000060145565,0.0005481338],"genre_scores_gemma":[0.99232,0.0000053982935,0.0043370095,0.0026065602,0.00049666926,0.000010539649,0.00011121626,0.00000558458,0.00010701314],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892974,0.000031280695,0.00022072162,0.00023546223,0.0003543115,0.00022847392],"domain_scores_gemma":[0.9990409,0.0001783883,0.00005176149,0.0000749627,0.00041069626,0.00024331684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014480947,0.00012875504,0.00012291103,0.00013615437,0.00023874082,0.00025413898,0.00014770681,0.000038463037,0.00029419517],"category_scores_gemma":[0.0001372624,0.00009814558,0.00005608117,0.0000907904,0.00009041683,0.0008097513,0.00001533391,0.00020137336,0.00023448131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010203893,0.00031342736,0.0076559763,0.000016792406,0.000055356497,0.000008449261,0.00039360326,0.00043072886,0.01450785,0.0007727487,0.021300111,0.9535246],"study_design_scores_gemma":[0.0007883381,0.001083642,0.015546164,0.00004468333,0.000025913278,0.0002844144,0.00030989439,0.972163,0.0019542472,0.0035582432,0.0040471647,0.00019428383],"about_ca_topic_score_codex":0.0006855942,"about_ca_topic_score_gemma":0.000011552323,"teacher_disagreement_score":0.97173226,"about_ca_system_score_codex":0.00003308369,"about_ca_system_score_gemma":0.000036969337,"threshold_uncertainty_score":0.40022606},"labels":[],"label_agreement":null},{"id":"W1999085762","doi":"10.1190/1.1851187","title":"Simultaneous interpolation of 4 spatial dimensions","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Multivariate interpolation; Nearest-neighbor interpolation; Prestack; Norm (philosophy); Computer science; Stairstep interpolation; Bilinear interpolation; Spatial analysis; Geology; Algorithm; Remote sensing; Artificial intelligence; Computer vision; Seismology; Image (mathematics)","score_opus":0.008730279533080235,"score_gpt":0.21135080014244406,"score_spread":0.20262052060936384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999085762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8750002,0.000095862895,0.07499558,0.00075426063,0.0003016677,0.00011321686,0.000017902586,0.00021595303,0.048505362],"genre_scores_gemma":[0.9920038,0.000009042095,0.0073239575,0.0005214036,0.000014348793,4.8869925e-8,0.00001567171,7.2472375e-7,0.00011098392],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969774,0.000007823743,0.00008668593,0.0000659672,0.00007668043,0.00006508068],"domain_scores_gemma":[0.9998119,0.000048006943,0.0000260015,0.0000670118,0.000020588746,0.000026488813],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004581782,0.000035540383,0.00004981523,0.000042003543,0.000030558516,0.0000048858274,0.000051930412,0.000019522138,0.0012470348],"category_scores_gemma":[0.000034675606,0.000026779402,0.000020894902,0.00004844415,0.000036323472,0.00005592245,0.000003432937,0.000033682212,0.00009164462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012649217,0.0001078534,0.16635488,0.000028743052,0.000032907315,0.00003471711,0.0011857683,0.038089525,0.0057318285,0.0019231867,0.0058106417,0.7805735],"study_design_scores_gemma":[0.0008252138,0.000715997,0.024444278,0.00008811534,0.000022210605,0.00004094029,0.0005624709,0.82640165,0.10800927,0.022759018,0.015764054,0.00036679595],"about_ca_topic_score_codex":0.025903644,"about_ca_topic_score_gemma":0.0001895737,"teacher_disagreement_score":0.78831214,"about_ca_system_score_codex":0.0000013298104,"about_ca_system_score_gemma":0.000015073691,"threshold_uncertainty_score":0.999666},"labels":[],"label_agreement":null},{"id":"W1999272239","doi":"10.1190/1.1817060","title":"Optimal Zoeppritz approximations","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.022943161782699856,"score_gpt":0.20034471258453618,"score_spread":0.1774015508018363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999272239","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054951888,0.00027518222,0.013396069,0.0036133584,0.00016431435,0.00008917298,0.000011142187,0.0005532952,0.92694557],"genre_scores_gemma":[0.94044274,0.00004453256,0.045842033,0.0028200932,0.000043109863,4.6490717e-7,0.000016780556,0.0000013310491,0.010788942],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996207,0.000011890992,0.00006896587,0.0000929456,0.00008783946,0.00011766936],"domain_scores_gemma":[0.9998089,0.000023368,0.00001323339,0.0000965139,0.0000114949735,0.000046455458],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060268674,0.000044955865,0.00004381158,0.00004454572,0.00008733718,0.000030271045,0.00009510771,0.000020941134,0.03568163],"category_scores_gemma":[0.000011840211,0.000034970308,0.000024097617,0.00009442314,0.000036018184,0.00014595369,0.0000032087387,0.000050931343,0.0023752598],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015697527,0.000020061438,0.019191619,0.0000047099447,0.000005499617,0.0000040583895,0.00020059825,0.00043345068,0.000011241185,0.0005588185,0.6567643,0.32280406],"study_design_scores_gemma":[0.00007460167,0.000032539087,0.0030032657,0.0000038305934,0.0000026170171,0.000015835858,0.000112477115,0.7668825,0.0007271453,0.00036127117,0.22868058,0.0001033638],"about_ca_topic_score_codex":0.0006167958,"about_ca_topic_score_gemma":0.0000042635456,"teacher_disagreement_score":0.91615665,"about_ca_system_score_codex":9.4700556e-7,"about_ca_system_score_gemma":0.0000021986964,"threshold_uncertainty_score":0.9984015},"labels":[],"label_agreement":null},{"id":"W1999530692","doi":"10.1190/1.1579579","title":"Coiled tubing deployment makes crosswell seismic surveying successful in horizontal wells","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geology; Software deployment; Coiled tubing; Petroleum engineering; Seismology; Engineering","score_opus":0.020077018857103612,"score_gpt":0.23710312980883272,"score_spread":0.2170261109517291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999530692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96341383,0.0006490135,0.0005507638,0.00056792406,0.0006628644,0.00018285096,0.000008730987,0.00017708693,0.033786908],"genre_scores_gemma":[0.99663,0.00007825353,0.00025033718,0.001509603,0.00006136312,0.0000018701938,0.000013678431,0.000008829047,0.0014460566],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855524,0.00029161444,0.00023755069,0.00026835705,0.00020162997,0.00044562374],"domain_scores_gemma":[0.99931073,0.00029171936,0.00007182903,0.00024115761,0.000018419525,0.0000661511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013759056,0.00016443706,0.00019350126,0.00011912637,0.00026833746,0.00014028019,0.0003264045,0.000060694772,0.00040793692],"category_scores_gemma":[0.00008223082,0.000120014214,0.00005867111,0.00029460006,0.00012693896,0.00022126744,0.000013886196,0.00029074677,0.0006404868],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038902843,0.00003386391,0.91411585,0.00003147021,0.000019409965,0.00004810535,0.00154438,0.0017098405,0.0006036035,0.00016970119,0.024948461,0.0567364],"study_design_scores_gemma":[0.0026438066,0.0004820473,0.15571117,0.0006442428,0.000074004995,0.0002991927,0.0051094573,0.1466436,0.12990819,0.005685014,0.5507059,0.0020933426],"about_ca_topic_score_codex":0.005698874,"about_ca_topic_score_gemma":0.000351352,"teacher_disagreement_score":0.7584047,"about_ca_system_score_codex":0.000024411476,"about_ca_system_score_gemma":0.000041932788,"threshold_uncertainty_score":0.8615031},"labels":[],"label_agreement":null},{"id":"W1999602979","doi":"10.1190/1.2792732","title":"Crosswell seismic applied to shallow coal‐bed methane and tight‐gas sands","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Methane; Geology; Coal; Petroleum engineering; Tight gas; Methane gas; Mining engineering; Petrology; Hydraulic fracturing; Waste management; Engineering; Chemistry","score_opus":0.011951418725791908,"score_gpt":0.22869663356579226,"score_spread":0.21674521484000034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999602979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7584669,0.00018843946,0.016661009,0.0013171593,0.00021851949,0.000245181,0.00001627785,0.00037787817,0.22250867],"genre_scores_gemma":[0.9736537,0.00003705047,0.010322501,0.01299238,0.00007174616,6.7948133e-7,0.000034775792,0.0000046084147,0.0028825828],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989146,0.000016105994,0.00019027173,0.0003055503,0.00020323097,0.00037023064],"domain_scores_gemma":[0.9993922,0.0001155891,0.00003582613,0.00017849811,0.000022895018,0.00025496297],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006563462,0.00014607252,0.00017230476,0.00015115055,0.000102816244,0.00006705266,0.00017171609,0.0000760177,0.0020309866],"category_scores_gemma":[0.000016084348,0.00011398974,0.00003228922,0.00018990481,0.00008339092,0.00010222321,0.0000204941,0.0001191102,0.0004646746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037286195,0.000043198088,0.13205068,0.000041721934,0.00004384865,0.000055727232,0.0012698828,0.00018679682,0.0040729665,0.0004827862,0.13436073,0.7270188],"study_design_scores_gemma":[0.0011312956,0.00042883548,0.061802562,0.000032513508,0.000036050136,0.00007954467,0.0014923604,0.015826194,0.22199272,0.0036793824,0.69257593,0.0009226082],"about_ca_topic_score_codex":0.003193896,"about_ca_topic_score_gemma":0.00027638066,"teacher_disagreement_score":0.7260962,"about_ca_system_score_codex":0.0000042521797,"about_ca_system_score_gemma":0.000020119585,"threshold_uncertainty_score":0.9988813},"labels":[],"label_agreement":null},{"id":"W2000285356","doi":"10.1190/1.1543214","title":"Crooked-line 2D seismic reflection imaging in crystalline terrains: Part 2, migration","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Seismic migration; Reflector (photography); Reflection (computer programming); Prestack; Geology; Line (geometry); Stacking; Volume (thermodynamics); Midpoint; Face (sociological concept); Computer science; Seismology; Optics; Geometry; Physics; Mathematics","score_opus":0.015994343314375766,"score_gpt":0.22912313485474817,"score_spread":0.2131287915403724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000285356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711488,0.00034694796,0.009496471,0.0013411968,0.00050506444,0.00023804815,0.000022086533,0.00027470355,0.016626721],"genre_scores_gemma":[0.9959171,0.000098779645,0.0009835787,0.0020151632,0.00012746519,0.0000022176998,0.0001450338,0.0000053168746,0.00070533605],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905306,0.00009219023,0.00020471986,0.00023888251,0.00015879826,0.00025236967],"domain_scores_gemma":[0.99964917,0.000034998764,0.00006917502,0.00016701796,0.000031638698,0.00004801992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029845702,0.00013062175,0.00012754388,0.0001029709,0.000107250686,0.000050011815,0.00008832334,0.000039504936,0.00024338964],"category_scores_gemma":[0.00003287031,0.00011949821,0.00004650423,0.00028578527,0.000049281713,0.0003302743,0.000004400045,0.00015646324,0.00012493294],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120382494,0.00016447839,0.35697582,0.00008411937,0.000022289723,0.00005920736,0.0016155274,0.029203683,0.0027556382,0.0003768265,0.05999094,0.5486311],"study_design_scores_gemma":[0.0008939168,0.00027802645,0.018886238,0.0001144032,0.000024745854,0.000036092333,0.00044144914,0.4935042,0.013840784,0.022187691,0.44916815,0.00062430586],"about_ca_topic_score_codex":0.0037654846,"about_ca_topic_score_gemma":0.0002580404,"teacher_disagreement_score":0.5480068,"about_ca_system_score_codex":0.000013614247,"about_ca_system_score_gemma":0.000035193272,"threshold_uncertainty_score":0.5692311},"labels":[],"label_agreement":null},{"id":"W2000623685","doi":"10.1029/2009jb007134","title":"Lamé parameters of common rocks in the Earth's crust and upper mantle","year":2010,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Geology; Crust; Mineralogy; Geothermal gradient; Sedimentary rock; Mantle (geology); Shear modulus; Poromechanics; Geophysics; Thermodynamics; Porosity; Geochemistry; Geotechnical engineering; Physics","score_opus":0.027065261032486077,"score_gpt":0.29794497874749476,"score_spread":0.2708797177150087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000623685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948917,0.00017929079,0.000011706962,0.0017410874,0.00006801747,0.00007230314,0.0000030704475,0.0000037212542,0.0030291253],"genre_scores_gemma":[0.99780726,0.000104574174,0.001598842,0.00024063936,0.000082026745,3.285846e-7,8.953669e-7,0.0000022456006,0.0001631716],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985489,0.00024382617,0.00023818645,0.00009328982,0.0006291983,0.00024658543],"domain_scores_gemma":[0.9985607,0.0009828105,0.0000916958,0.00015208032,0.00011912895,0.00009354655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013501922,0.000069261514,0.00018301085,0.00003252232,0.00007418438,0.00005600705,0.00038636423,0.000049843435,0.00051939226],"category_scores_gemma":[0.00026112297,0.000039438575,0.00006668857,0.00024334755,0.00038338455,0.00019456612,0.000024465518,0.00096181873,0.000015840926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038210716,0.00026965316,0.47104526,0.000059188184,0.000037076956,0.00013056005,0.0012537845,0.00006142993,0.0031663363,0.00035782444,0.025013935,0.49822286],"study_design_scores_gemma":[0.0005740587,0.0014303754,0.92622477,0.00011859339,0.000012105464,0.00009924675,0.0025515517,0.010383122,0.010036719,0.02162768,0.026788875,0.00015291873],"about_ca_topic_score_codex":0.018194908,"about_ca_topic_score_gemma":0.0007401788,"teacher_disagreement_score":0.49806994,"about_ca_system_score_codex":0.0000017725487,"about_ca_system_score_gemma":0.000058527912,"threshold_uncertainty_score":0.988343},"labels":[],"label_agreement":null},{"id":"W2000817715","doi":"10.1190/1.3479999","title":"Gas chimney identification through seismic attribute analysis in the Gippsland Basin, Australia","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Chimney (locomotive); Geology; Diapir; Structural basin; Petroleum engineering; Seismology; Petrology; Geochemistry; Mining engineering; Geomorphology","score_opus":0.03618608240196178,"score_gpt":0.27909702490796195,"score_spread":0.24291094250600018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000817715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98690486,0.00005451202,0.0012054439,0.008078466,0.0004363449,0.00014024004,0.00003510377,0.00007168908,0.0030733426],"genre_scores_gemma":[0.99540323,0.000029236951,0.00015234042,0.0022159473,0.00013731321,0.0000018615154,0.00010837402,0.0000024583817,0.001949256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904037,0.00014539999,0.0001892419,0.00019590075,0.00019239397,0.00023669886],"domain_scores_gemma":[0.9992702,0.00018114733,0.0000837529,0.0004170421,0.000022388696,0.000025483834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012051638,0.00010323866,0.0001376294,0.000108764965,0.0002401003,0.00014344625,0.00054592016,0.00005949249,0.00041754977],"category_scores_gemma":[0.000061091756,0.00005742431,0.00008640144,0.00076057273,0.00013888779,0.000211541,0.000009275429,0.0003485765,0.00055363943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002055311,0.000034710938,0.68480426,0.000015048882,0.00011016256,0.0000114626255,0.0060618124,0.00074936164,0.0013983344,0.00032644317,0.27802107,0.028446803],"study_design_scores_gemma":[0.00023929494,0.00003976108,0.6533124,0.000018795778,0.00028295608,0.00004146438,0.00068604376,0.052803025,0.008169143,0.006641145,0.27744538,0.000320586],"about_ca_topic_score_codex":0.0069006183,"about_ca_topic_score_gemma":0.00093880045,"teacher_disagreement_score":0.052053664,"about_ca_system_score_codex":0.0000038980493,"about_ca_system_score_gemma":0.000012776431,"threshold_uncertainty_score":0.9997125},"labels":[],"label_agreement":null},{"id":"W2000876745","doi":"10.1190/1.1778252","title":"On “Seismic impedance inversion and interpretation of gas carbonate reservoir in the Alberta Foothills, western Canada” (G. B. Madiba and G. A. McMechan, 2003, G <scp>EOPHYSICS</scp> , 68, 1460–1469).","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BP (Canada)","funders":"","keywords":"Foothills; Geology; Carbonate; Inversion (geology); Interpretation (philosophy); Seismology; Petrology; Computer science; Chemistry; Geography; Cartography","score_opus":0.0055750767622634095,"score_gpt":0.18554491329471426,"score_spread":0.17996983653245086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000876745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963642,0.00025249145,0.00010015294,0.00082033273,0.00015144725,0.00020668167,0.000041462532,0.000016854829,0.002046374],"genre_scores_gemma":[0.9959784,0.00027354446,0.00009902459,0.003319615,0.000036018515,0.0000022338481,0.000059008562,0.0000061227197,0.00022603464],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988458,0.00009028416,0.0002047335,0.00028870383,0.00030155564,0.00026889672],"domain_scores_gemma":[0.99923575,0.0002725134,0.00013037297,0.00024192967,0.000060586823,0.00005887326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019620491,0.00018005205,0.00020611567,0.000078772086,0.00010812437,0.000038783346,0.00022908158,0.000059247224,0.0000041288367],"category_scores_gemma":[0.00008640293,0.00014079816,0.000027291646,0.00034204766,0.000118410884,0.00021974334,0.00002847631,0.00023227622,0.000011656696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065988064,0.0006604128,0.20750004,0.0015785415,0.00031793021,0.0002962227,0.06437862,0.059639506,0.0025416338,0.013720815,0.10848921,0.5402172],"study_design_scores_gemma":[0.003894599,0.0020575083,0.16781019,0.0014340186,0.00014342196,0.0000544963,0.0056864205,0.57848567,0.01608727,0.19905765,0.024417235,0.0008715082],"about_ca_topic_score_codex":0.7170187,"about_ca_topic_score_gemma":0.11069653,"teacher_disagreement_score":0.60632217,"about_ca_system_score_codex":0.000020726256,"about_ca_system_score_gemma":0.00014120626,"threshold_uncertainty_score":0.9055309},"labels":[],"label_agreement":null},{"id":"W2000919469","doi":"10.3997/2214-4609.201401852","title":"Seismic Depth Migration Using Non-Uniform Gabor Frames","year":2007,"lang":"en","type":"article","venue":"69th EAGE Conference and Exhibition incorporating SPE EUROPEC 2007","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gabor transform; Extrapolation; Fourier transform; Discrete Fourier transform (general); Partition (number theory); Non-uniform discrete Fourier transform; Short-time Fourier transform; Algorithm; Computer science; Time–frequency analysis; Mathematics; Fourier analysis; Computer vision; Mathematical analysis; Combinatorics","score_opus":0.0292231460156602,"score_gpt":0.24773523187792404,"score_spread":0.21851208586226384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000919469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7164685,0.000102384605,0.24394292,0.00027604678,0.00039905548,0.00020873337,0.000027768627,0.00016017511,0.03841441],"genre_scores_gemma":[0.97538215,0.00009257458,0.021700779,0.001879922,0.0003118189,5.1610385e-7,0.000166391,0.0000103036145,0.00045557538],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984916,0.000061952436,0.00042935536,0.00037578796,0.00027653054,0.00036476649],"domain_scores_gemma":[0.99909586,0.00008958022,0.0002783602,0.00019852429,0.00016625381,0.00017145294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008347158,0.0002278693,0.00020652566,0.00021949706,0.0003834627,0.00021045118,0.00014534437,0.00010894404,0.0006840884],"category_scores_gemma":[0.00007130883,0.00020606331,0.00004683906,0.0002924657,0.00019167311,0.0006195373,0.00002323209,0.00028815665,0.000207587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002375024,0.00010614974,0.57974625,0.00019751138,0.00004577257,0.00029694804,0.002176274,0.0036252523,0.011384577,0.0008686553,0.02245317,0.37886196],"study_design_scores_gemma":[0.0007216,0.00044427236,0.06948267,0.0004495729,0.0000482319,0.00017210997,0.002235385,0.87499785,0.024787374,0.003703644,0.022027899,0.0009294066],"about_ca_topic_score_codex":0.0033428879,"about_ca_topic_score_gemma":0.00031083258,"teacher_disagreement_score":0.8713726,"about_ca_system_score_codex":0.000012698809,"about_ca_system_score_gemma":0.000081471146,"threshold_uncertainty_score":0.8403018},"labels":[],"label_agreement":null},{"id":"W2001401410","doi":"10.1190/1.1518439","title":"Validating seismic attribute studies: Beyond statistics","year":2002,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Statistics; Computer science; Mathematics","score_opus":0.07125959207320542,"score_gpt":0.27632353262470644,"score_spread":0.205063940551501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001401410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.609007,0.02530198,0.09124792,0.041912876,0.009250678,0.0014478511,0.0014621057,0.0032305894,0.21713899],"genre_scores_gemma":[0.9768135,0.000503254,0.0046256795,0.0069015836,0.00025305286,0.0000011845143,0.00003861281,0.0000068045224,0.01085633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914527,0.00008414631,0.00016086675,0.00016433385,0.00016832333,0.00027708826],"domain_scores_gemma":[0.99918383,0.00044203718,0.00007166467,0.00021392763,0.000041300074,0.000047208014],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044554236,0.00011083633,0.00014505631,0.000048413094,0.00036870057,0.000058435464,0.00026600316,0.000030322188,0.00070726074],"category_scores_gemma":[0.0001600214,0.000073225434,0.000032379263,0.00016970336,0.0001489335,0.000121533194,0.000019076007,0.00018692078,0.002139236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018584776,0.00000524659,0.006611021,0.000017013599,0.00002733153,0.000009152206,0.0018838383,0.00029453324,0.000032512256,0.00012418996,0.86284316,0.12815017],"study_design_scores_gemma":[0.00035968964,0.00018629259,0.00140991,0.00011877203,0.00008552966,0.00010011107,0.0024280385,0.4274694,0.0035755343,0.01205182,0.5516646,0.00055030297],"about_ca_topic_score_codex":0.00024265773,"about_ca_topic_score_gemma":0.0000087867675,"teacher_disagreement_score":0.42717487,"about_ca_system_score_codex":0.000010707489,"about_ca_system_score_gemma":0.0000065121785,"threshold_uncertainty_score":0.99863774},"labels":[],"label_agreement":null},{"id":"W2001567726","doi":"10.1016/j.cageo.2012.08.013","title":"Flexible, inversion-based Matlab implementation of the Radon transform","year":2012,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Resources Canada","keywords":"Radon transform; Radon; Computer science; MATLAB; Inversion (geology); Interpolation (computer graphics); Algorithm; Frequency domain; Signal processing; Artificial intelligence; Computer vision; Telecommunications; Geology; Image (mathematics); Seismology","score_opus":0.014853320896578363,"score_gpt":0.23932401566383568,"score_spread":0.2244706947672573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001567726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93415284,0.00046101288,0.04738637,0.0070036408,0.003523616,0.00046323397,0.00003906752,0.00020701552,0.006763213],"genre_scores_gemma":[0.9937089,0.000022311011,0.003755952,0.0024026302,0.00004937427,5.4329064e-7,0.000010409357,0.0000012134119,0.000048633192],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99909264,0.000054721124,0.00014842398,0.00011868894,0.00032291922,0.0002626141],"domain_scores_gemma":[0.9996003,0.00007632942,0.0000833765,0.00013673042,0.000025388601,0.000077886856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044604854,0.00007685287,0.000083415616,0.00009273393,0.0002717306,0.00002932186,0.00040400113,0.000025600415,0.00035644555],"category_scores_gemma":[0.0000055957494,0.00005000504,0.00006253224,0.00040267588,0.00029803542,0.00035900963,0.000011351098,0.000058765196,0.000015714717],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067642673,0.000020141768,0.4209435,0.00002081797,0.0000043991545,1.9458719e-7,0.0015748149,0.00022583638,0.000051976156,0.00024982137,0.019037958,0.5578638],"study_design_scores_gemma":[0.00070061366,0.00026169786,0.5740648,0.00011402938,0.000038047045,0.0000073945744,0.005151469,0.09432363,0.07090652,0.001505357,0.25246626,0.00046018927],"about_ca_topic_score_codex":0.007687008,"about_ca_topic_score_gemma":0.00005694444,"teacher_disagreement_score":0.5574036,"about_ca_system_score_codex":0.0000065009112,"about_ca_system_score_gemma":0.00008598338,"threshold_uncertainty_score":0.9989209},"labels":[],"label_agreement":null},{"id":"W2001924695","doi":"10.1029/2007jb005070","title":"Microseismic signatures of hydraulic fracture growth in sediment formations: Observations and modeling","year":2008,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Geology; Hydraulic fracturing; Fracture (geology); Seismology; Petrology; Geotechnical engineering","score_opus":0.049174870980612614,"score_gpt":0.29026275661141226,"score_spread":0.24108788563079964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001924695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950791,0.0017355762,0.00084096065,0.0018770411,0.00003301038,0.00009321394,0.000008318869,0.0000075570447,0.00032525044],"genre_scores_gemma":[0.99412006,0.000960992,0.004236595,0.000556958,0.00007232207,5.562614e-7,0.000004494246,0.0000029314197,0.000045089077],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842006,0.00013408632,0.0003655448,0.00010197548,0.000737915,0.00024040982],"domain_scores_gemma":[0.998811,0.0003923403,0.0001224163,0.000084711544,0.00047929367,0.000110251145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068551913,0.0000837281,0.00020892175,0.00006889927,0.00015566948,0.000025722089,0.00022464123,0.000061694154,0.00008020133],"category_scores_gemma":[0.00036363356,0.00006153394,0.000066348446,0.00037208016,0.0001920817,0.0005059859,0.000021415135,0.0005931348,0.000004406086],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014128156,0.0011856962,0.5480339,0.0005584176,0.00027992195,0.00038489577,0.011117723,0.16084541,0.0091256015,0.0011677239,0.19103642,0.07485145],"study_design_scores_gemma":[0.00084883696,0.00084895093,0.29574037,0.000315742,0.000011858721,0.00006389812,0.0011714235,0.65479547,0.0068496475,0.034498498,0.004655966,0.00019936655],"about_ca_topic_score_codex":0.009997812,"about_ca_topic_score_gemma":0.000027186847,"teacher_disagreement_score":0.49395004,"about_ca_system_score_codex":0.000016040147,"about_ca_system_score_gemma":0.00019267439,"threshold_uncertainty_score":0.9965947},"labels":[],"label_agreement":null},{"id":"W2002059564","doi":"10.1190/1.1818054","title":"Vp/Vs from multicomponent seismic data and automatic PS to PP time mapping","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology; Computer science","score_opus":0.02593249486677145,"score_gpt":0.22174157170614525,"score_spread":0.1958090768393738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002059564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97500646,0.0003913847,0.007649463,0.0024178417,0.00021106328,0.00024418268,0.00017419539,0.00044502405,0.013460401],"genre_scores_gemma":[0.91683257,0.000040588224,0.07317875,0.008629073,0.000029262117,5.6854475e-7,0.00026125248,0.000004191122,0.0010237204],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990946,0.00006815306,0.00016168533,0.00032395124,0.0001473964,0.0002042053],"domain_scores_gemma":[0.99927205,0.00012556922,0.00003094668,0.00041975116,0.0000106526595,0.00014103258],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028324372,0.000111205794,0.00014457255,0.00006476279,0.00010513661,0.0000765083,0.0002843187,0.000035337478,0.0035850878],"category_scores_gemma":[0.00006475247,0.00008846548,0.000014566604,0.00010026168,0.000036006506,0.00021107735,0.000040826504,0.000074244104,0.0015439519],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012909062,0.00003692478,0.0676881,0.000027956668,0.000045857007,0.000021310398,0.00074820046,0.0001727313,0.0009870816,0.000013403478,0.60436356,0.325882],"study_design_scores_gemma":[0.00012532981,0.000023940835,0.010285172,0.000028311963,0.000007212271,0.000008898275,0.00015070911,0.7578458,0.0007350675,0.00021519534,0.23043011,0.00014426616],"about_ca_topic_score_codex":0.0064731347,"about_ca_topic_score_gemma":0.000015548394,"teacher_disagreement_score":0.7576731,"about_ca_system_score_codex":0.0000033360382,"about_ca_system_score_gemma":0.000019120358,"threshold_uncertainty_score":0.9992335},"labels":[],"label_agreement":null},{"id":"W2002220960","doi":"10.1029/2008jb005987","title":"Non–double‐couple mechanisms of microearthquakes induced by hydraulic fracturing","year":2009,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":196,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Induced seismicity; Geology; Hydraulic fracturing; Geophone; Shearing (physics); Seismology; Shear (geology); Pore water pressure; Acoustic emission; Petrology; Geotechnical engineering; Acoustics","score_opus":0.02734040526832061,"score_gpt":0.29189651639650566,"score_spread":0.26455611112818506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002220960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941441,0.00035903612,0.00044453895,0.0016132512,0.00009584399,0.000119921235,0.0000061049927,0.00001942011,0.0031977927],"genre_scores_gemma":[0.99597913,0.00009963825,0.002894662,0.00053835823,0.00019558845,2.6206664e-7,0.0000044328553,0.0000052893597,0.000282627],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976463,0.00011024267,0.00044815647,0.00018766995,0.0011212922,0.00048635848],"domain_scores_gemma":[0.99861705,0.00028424576,0.00025130776,0.00021194383,0.00036882964,0.00026664927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006031,0.00014659844,0.0003633427,0.0000553062,0.00016007134,0.00008377339,0.00056900416,0.000093186994,0.0006085946],"category_scores_gemma":[0.00012756293,0.00010893771,0.00017571617,0.00040788617,0.00013009307,0.00043267335,0.000021349033,0.0007868339,0.00007419524],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009739722,0.000390509,0.0024571156,0.000046251054,0.00009181069,0.000079444595,0.00035047164,0.00009277169,0.28436774,0.00019351118,0.0699828,0.6409736],"study_design_scores_gemma":[0.00092880795,0.003952087,0.048408087,0.00019613,0.000019021136,0.000027977569,0.00051671994,0.003908735,0.9029609,0.024840316,0.013996715,0.00024450186],"about_ca_topic_score_codex":0.004570972,"about_ca_topic_score_gemma":0.000015063282,"teacher_disagreement_score":0.64072907,"about_ca_system_score_codex":0.000013317249,"about_ca_system_score_gemma":0.0001515018,"threshold_uncertainty_score":0.6909973},"labels":[],"label_agreement":null},{"id":"W2002725103","doi":"10.3997/2214-4609.20140519","title":"3D-3C Reflection Seismic Imaging of the Lalor VSM Deposit, Manitoba, Canada","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Diorite; Felsic; Seismology; Borehole; Reflection (computer programming); Mineral exploration; Geochemistry; Volcanic rock; Metamorphism; Volcano; Mining engineering; Paleontology; Tectonics","score_opus":0.008397045823275065,"score_gpt":0.1818981350692841,"score_spread":0.17350108924600904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002725103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94872093,0.000117202624,0.0003693395,0.0019344114,0.00055200496,0.00012433199,0.0000074563964,0.00010685771,0.04806749],"genre_scores_gemma":[0.9956802,0.000009629077,0.0007420556,0.0032167202,0.00009210479,8.406879e-7,0.000003647526,0.000003660142,0.0002511473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927443,0.000010507288,0.00014161873,0.00015866608,0.00022990604,0.00018487945],"domain_scores_gemma":[0.9996774,0.00002384644,0.00010051837,0.00007693271,0.00007682924,0.000044473876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001972885,0.00008854223,0.00009404341,0.000042866304,0.00018079209,0.00003586551,0.00023665013,0.000023887855,0.000052112988],"category_scores_gemma":[0.000055772765,0.00006243505,0.000030732004,0.00018513159,0.000054321088,0.00016281976,0.000015856165,0.00012608078,0.000008954635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010152142,0.0000042904107,0.8332402,0.00004983789,0.000005968655,4.4647987e-7,0.00014279109,0.000024227089,0.00097187044,0.000044899763,0.081903756,0.083601564],"study_design_scores_gemma":[0.00028156547,0.00007298006,0.37543485,0.00016957124,0.000045463974,0.000101853,0.00077749626,0.28484854,0.09930304,0.00196733,0.23662762,0.00036969435],"about_ca_topic_score_codex":0.8149443,"about_ca_topic_score_gemma":0.087740965,"teacher_disagreement_score":0.7272033,"about_ca_system_score_codex":0.000018701687,"about_ca_system_score_gemma":0.000053559514,"threshold_uncertainty_score":0.92890537},"labels":[],"label_agreement":null},{"id":"W2002777061","doi":"10.1111/j.1365-246x.2007.03360.x","title":"Non-linear primary-multiple separation with directional curvelet frames","year":2007,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple; Curvelet; Residual; Separation (statistics); Algorithm; Distortion (music); SIGNAL (programming language); Source separation; Mathematics; Computer science; Domain (mathematical analysis); Time domain; Statistics; Artificial intelligence; Wavelet; Mathematical analysis; Wavelet transform; Arithmetic","score_opus":0.00969803977702956,"score_gpt":0.25213259921563674,"score_spread":0.24243455943860717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002777061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87444925,0.000036357145,0.09186894,0.0018533526,0.0014059482,0.00009805191,0.000040007224,0.000106688,0.030141374],"genre_scores_gemma":[0.98472565,0.000019247913,0.0107850265,0.0019047222,0.0013893028,4.6149964e-7,0.00014879175,0.0000046221776,0.0010221637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878234,0.000020182835,0.00022343294,0.0001677003,0.0005835184,0.00022285181],"domain_scores_gemma":[0.99932307,0.00014645183,0.00012850092,0.000070852344,0.00020064975,0.00013050162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034980316,0.00011762192,0.000116858304,0.0001311049,0.00019296582,0.00009930085,0.00022305573,0.000047902387,0.0008617135],"category_scores_gemma":[0.000033866345,0.00008656688,0.000077000965,0.0001299792,0.000083839936,0.00047027573,0.000010653249,0.00035676965,0.00024504508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010164398,0.00026572694,0.69219786,0.000010191731,0.00022549675,0.00017772795,0.00030291267,0.0028291114,0.0016328384,0.0002762512,0.05840612,0.24265932],"study_design_scores_gemma":[0.00078812893,0.00031696004,0.80474323,0.000050562358,0.000015357982,0.0004865728,0.000090480586,0.068344526,0.004853498,0.0020810992,0.1179373,0.00029226718],"about_ca_topic_score_codex":0.00054875255,"about_ca_topic_score_gemma":0.00003568895,"teacher_disagreement_score":0.24236704,"about_ca_system_score_codex":0.000025600235,"about_ca_system_score_gemma":0.000060818704,"threshold_uncertainty_score":0.94351584},"labels":[],"label_agreement":null},{"id":"W2002791316","doi":"10.3997/2214-4609.20140987","title":"Multifocusing 3D Diffraction Imaging for Detection of Fractured Zones in Mudstone Reservoirs - Case Study","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Diffraction; Geology; Fracture (geology); Geophysical imaging; Seismology; Natural (archaeology); Geotechnical engineering; Optics; Paleontology; Physics","score_opus":0.014585548059669384,"score_gpt":0.2499915021248081,"score_spread":0.23540595406513873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002791316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99408764,0.00005825821,0.0047696745,0.00014190808,0.00014935696,0.00035823608,0.0000026281248,0.00009094808,0.00034133025],"genre_scores_gemma":[0.9956491,0.00000395081,0.0041210935,0.00012040694,0.00006936582,0.000006515442,0.000003460141,0.000005332078,0.000020798543],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992128,0.000015849771,0.00022450238,0.0002274642,0.00013967375,0.00017968296],"domain_scores_gemma":[0.9995541,0.0000978447,0.00014292862,0.00006135743,0.00010609069,0.000037689264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006497671,0.00010065483,0.00015089591,0.00023398553,0.00014389731,0.00004206915,0.00008014905,0.000038394806,0.000020173346],"category_scores_gemma":[0.00023413086,0.0000897406,0.000032166146,0.00020862445,0.00003827238,0.00046321348,0.000008936995,0.00012376554,0.000002602465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014102076,0.00009427453,0.50551975,0.000098824516,0.000008216111,0.000013187603,0.004488939,0.00008633307,0.005723457,0.0000024956569,0.00022628883,0.48359722],"study_design_scores_gemma":[0.0014899509,0.0005164267,0.10019222,0.000102840786,0.000045032913,0.00029445882,0.016137484,0.83074105,0.043686118,0.000974515,0.0054700826,0.00034980656],"about_ca_topic_score_codex":0.022683151,"about_ca_topic_score_gemma":0.00038962867,"teacher_disagreement_score":0.83065474,"about_ca_system_score_codex":0.000010469989,"about_ca_system_score_gemma":0.0000071498084,"threshold_uncertainty_score":0.9838249},"labels":[],"label_agreement":null},{"id":"W2002916951","doi":"10.3997/2214-4609.20141227","title":"An Accurate Acoustic Gaussian Beam Migration Method without Slant Stack for Complex Irregular Surface","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gaussian beam; Statics; Stack (abstract data type); Foothills; Beam (structure); Geology; Surface (topology); Gaussian; Focus (optics); Resolution (logic); Optics; Computer science; Algorithm; Geometry; Artificial intelligence; Mathematics; Physics","score_opus":0.0281150508074657,"score_gpt":0.2843523574363892,"score_spread":0.2562373066289235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002916951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63748395,0.00006841108,0.35347542,0.0024015203,0.0002648465,0.00072584,0.00010401897,0.0006998458,0.004776125],"genre_scores_gemma":[0.8802796,0.000012869358,0.11795414,0.0012383073,0.00012374742,0.0000030613335,0.00014692807,0.000008206945,0.00023312784],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894845,0.00002035902,0.00019195952,0.00033445648,0.00019758442,0.00030717987],"domain_scores_gemma":[0.99944234,0.000068227986,0.00012260415,0.00010414277,0.00012890196,0.000133784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007890746,0.00015860908,0.0001933677,0.00006624531,0.00022872651,0.00017416508,0.00024320996,0.0000684463,0.00015645164],"category_scores_gemma":[0.00008266381,0.0001294071,0.000046229517,0.00013452009,0.000053309486,0.00050230755,0.000006965482,0.000097154494,0.000036263616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055560697,0.00014864419,0.32051155,0.0007297245,0.00008990227,0.0000018276918,0.005026117,0.00646953,0.1865061,0.0010909331,0.22792093,0.25094914],"study_design_scores_gemma":[0.00023780359,0.00031117932,0.00875855,0.00002837903,0.000028549513,0.00001045168,0.00037602748,0.9054832,0.01734489,0.0018261521,0.065369956,0.00022488603],"about_ca_topic_score_codex":0.0009790738,"about_ca_topic_score_gemma":0.000038400103,"teacher_disagreement_score":0.89901364,"about_ca_system_score_codex":0.0000064347787,"about_ca_system_score_gemma":0.000019878726,"threshold_uncertainty_score":0.52770686},"labels":[],"label_agreement":null},{"id":"W2003141545","doi":"10.1016/j.jsg.2014.06.004","title":"The use of microtomography in structural geology: A new methodology to analyse fault faces","year":2014,"lang":"en","type":"article","venue":"Journal of Structural Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Ontario Innovation Trust","keywords":"Geology; Microscale chemistry; Fault (geology); Digital elevation model; Brittleness; Kinematics; Surface finish; Characterization (materials science); Mineralogy; Geometry; Seismology; Remote sensing; Materials science","score_opus":0.0482633790175086,"score_gpt":0.285846158831992,"score_spread":0.2375827798144834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003141545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937706,0.0005019758,0.0009565647,0.003900002,0.00068298297,0.000110004854,0.0000049015284,0.00001150974,0.000061472674],"genre_scores_gemma":[0.9519494,0.000059533148,0.04604432,0.0017324487,0.00011999918,2.1167284e-7,0.000004162219,0.0000029176606,0.00008697713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979421,0.00066269626,0.00067343254,0.00017621108,0.0001776553,0.00036788758],"domain_scores_gemma":[0.99793994,0.0010405148,0.00052073685,0.00019626984,0.00015608389,0.0001464663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076076674,0.00016314597,0.00050068536,0.0004931368,0.00010567865,0.000029594366,0.0005256977,0.00013520503,0.0003149347],"category_scores_gemma":[0.0006269884,0.00009423121,0.000161317,0.00040183443,0.00037919203,0.00022166026,0.00003716005,0.00039292185,0.0000049530404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003582238,0.0000016088361,0.8353436,0.0000065238546,0.000070207054,0.000013597073,0.00047905179,0.0046723,0.0010073365,0.00015838767,0.0043647178,0.15352447],"study_design_scores_gemma":[0.0006210764,0.0008830362,0.9337374,0.000017995106,0.000037887934,0.00074437354,0.00035021233,0.011150928,0.0029499829,0.01892538,0.03038594,0.00019578093],"about_ca_topic_score_codex":0.012406375,"about_ca_topic_score_gemma":0.0015553053,"teacher_disagreement_score":0.15332869,"about_ca_system_score_codex":0.0000060806087,"about_ca_system_score_gemma":0.00006555879,"threshold_uncertainty_score":0.99417007},"labels":[],"label_agreement":null},{"id":"W2004182963","doi":"10.3997/2214-4609.20141393","title":"Low-rank Promoting Transformations and Tensor Interpolation - Applications to Seismic Data Denoising","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tensor (intrinsic definition); Noise (video); Interpolation (computer graphics); Noise reduction; Rank (graph theory); Algorithm; Computer science; Context (archaeology); Low-rank approximation; SIGNAL (programming language); Noise measurement; Mathematics; Artificial intelligence; Geometry; Geology","score_opus":0.019137737397971307,"score_gpt":0.23997725002057252,"score_spread":0.2208395126226012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004182963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6612129,0.00012954038,0.30291128,0.009509684,0.000104977924,0.001124379,0.000094862386,0.00071159314,0.024200795],"genre_scores_gemma":[0.98680675,0.000015088462,0.011294597,0.001664889,0.000079193414,0.000005387002,0.00008626156,0.000003834412,0.000044027987],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932754,0.000005885467,0.00015760295,0.00023836197,0.00011214084,0.00015849396],"domain_scores_gemma":[0.9996662,0.000032118063,0.00004765837,0.00010737433,0.000055624067,0.00009100911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037623677,0.00008168893,0.000082613755,0.00011420885,0.00023857843,0.00014146237,0.0002349352,0.000031696727,0.000043813972],"category_scores_gemma":[0.00006842249,0.0000735624,0.0000109662315,0.00019487852,0.000033808046,0.00069488725,0.00002301115,0.00008884871,0.00007001135],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009757314,0.000013193438,0.02836519,0.00013706992,0.000007177222,8.180959e-8,0.0027368513,0.00001829548,0.0017702247,0.00021475184,0.0074900356,0.9592374],"study_design_scores_gemma":[0.00010951101,0.000057669542,0.005229465,0.00009141713,0.00001683042,0.000019276604,0.00041049227,0.8884568,0.0027202447,0.0015852667,0.10113436,0.00016867246],"about_ca_topic_score_codex":0.0002524307,"about_ca_topic_score_gemma":0.0000062621953,"teacher_disagreement_score":0.9590687,"about_ca_system_score_codex":0.0000030921815,"about_ca_system_score_gemma":0.000009132766,"threshold_uncertainty_score":0.29997876},"labels":[],"label_agreement":null},{"id":"W2004444798","doi":"10.4043/14077-ms","title":"Reducing Spatial Aliasing in Wave-Equation Multiple Attenuation","year":2002,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiple; Deconvolution; Aliasing; Attenuation; Extrapolation; Algorithm; Wave equation; Computer science; Seismic migration; Reflection (computer programming); Time domain; Frequency domain; Filter (signal processing); Geology; Mathematical analysis; Mathematics; Physics; Seismology; Optics; Arithmetic; Computer vision","score_opus":0.049827472118757925,"score_gpt":0.2242565531742964,"score_spread":0.17442908105553848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004444798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674326,0.00020682247,0.014937193,0.006239067,0.0002827339,0.00023657794,0.000010503871,0.00058647065,0.010067999],"genre_scores_gemma":[0.9952733,0.0000748096,0.004183349,0.00024089724,0.00003057305,0.0000029109606,0.000042116924,0.0000034114425,0.00014861661],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990301,0.000043697153,0.00022596355,0.00029490882,0.0001466341,0.0002586727],"domain_scores_gemma":[0.9995399,0.000059442515,0.00008744887,0.0002232628,0.000057431924,0.000032488035],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020180391,0.000118344986,0.00014605802,0.00040248872,0.00009927118,0.00003324522,0.00018575911,0.00017672949,0.0015236678],"category_scores_gemma":[0.00021983484,0.00011492647,0.000022418848,0.00038378575,0.00015554266,0.00020322594,0.000016048554,0.00025733287,0.00021461552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005648666,0.000014127246,0.25802016,0.000004721624,0.0000026022833,0.000011562899,0.00022777384,0.000068388625,0.00054705626,0.00019132587,0.0010173272,0.73988926],"study_design_scores_gemma":[0.0002712829,0.00007940111,0.05109836,0.00008097382,0.0000053686463,0.000023411978,0.00028191836,0.9325991,0.009496912,0.0035673853,0.0022983425,0.00019749424],"about_ca_topic_score_codex":0.0037259571,"about_ca_topic_score_gemma":0.00050344307,"teacher_disagreement_score":0.93253076,"about_ca_system_score_codex":0.000014878624,"about_ca_system_score_gemma":0.000019894955,"threshold_uncertainty_score":0.99938905},"labels":[],"label_agreement":null},{"id":"W2004594271","doi":"10.1190/1.1438522","title":"3-D depth migration: Parallel processing and migration movies","year":2000,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Calgary","funders":"","keywords":"Computer science; Parallel computing; Geology; Computer graphics (images)","score_opus":0.020790094227103793,"score_gpt":0.233768480492447,"score_spread":0.2129783862653432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004594271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94456786,0.002474165,0.000766686,0.009527222,0.00009254519,0.0001292902,0.000003428041,0.00023782763,0.042201005],"genre_scores_gemma":[0.9903447,0.00038651415,0.0013289051,0.0019417701,0.00010309522,0.0000010742455,0.000017454715,0.0000022772751,0.0058741844],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995504,0.00003690167,0.00008600863,0.00011519467,0.000087712884,0.00012376666],"domain_scores_gemma":[0.99980587,0.000040177107,0.000026328335,0.000086923166,0.000011840351,0.000028857978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017650521,0.00006891525,0.00006652374,0.000028240018,0.00027137695,0.00009973322,0.0000949464,0.00002714349,0.00035586796],"category_scores_gemma":[0.000009644493,0.000043971515,0.000016482634,0.00009251177,0.000091365124,0.0002270306,0.000002623405,0.00008059257,0.00023864688],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013388895,0.0000032202697,0.035079505,0.000010801103,0.0000029326968,0.0000011665255,0.0018289441,0.00017959824,0.000037267288,0.000024867171,0.033134777,0.9296835],"study_design_scores_gemma":[0.00022594737,0.000101966674,0.08880393,0.00009952844,0.000027987313,0.000071850525,0.00068699487,0.23349997,0.0016729564,0.0036905,0.6708029,0.0003154657],"about_ca_topic_score_codex":0.0010539768,"about_ca_topic_score_gemma":0.00037673223,"teacher_disagreement_score":0.9293681,"about_ca_system_score_codex":0.000002039623,"about_ca_system_score_gemma":0.000012119705,"threshold_uncertainty_score":0.38965046},"labels":[],"label_agreement":null},{"id":"W2004605234","doi":"10.1080/12269328.2011.10541331","title":"Estimation of Q from Zero-offset VSP Data in Gas Hydrate-bearing Zone","year":2011,"lang":"en","type":"article","venue":"Geosystem Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Offset (computer science); Amplitude; Attenuation; Clathrate hydrate; Geology; Hydrate; Vertical seismic profile; Wavelet; Amplitude versus offset; Porosity; Mineralogy; Seismology; Geotechnical engineering; Physics; Optics; Chemistry; Computer science","score_opus":0.027114788678644818,"score_gpt":0.1942784728041882,"score_spread":0.1671636841255434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004605234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93736523,0.00040752842,0.060341418,0.000018928167,0.0003126146,0.0001106286,0.00012824647,0.0001638081,0.0011515684],"genre_scores_gemma":[0.986489,0.00001693811,0.013144435,0.000018442994,0.000022597727,6.9608154e-7,0.0002886951,0.000004263785,0.000014924371],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925137,0.000019244713,0.00024395091,0.00019115498,0.00013074766,0.0001635262],"domain_scores_gemma":[0.99947184,0.000046949022,0.00005994937,0.0003691444,0.000010287026,0.000041806972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003157223,0.00009190987,0.0001566892,0.00013443887,0.000019587349,0.000014122959,0.00030303307,0.000047042897,0.0001525305],"category_scores_gemma":[0.00003646475,0.00008812266,0.000016648451,0.00015236145,0.000010121282,0.000322046,0.000032186363,0.00009138032,0.00005478398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073212585,0.0000615829,0.3675747,0.0006583496,0.000091693146,0.00007470047,0.0036911073,0.22171511,0.002503017,0.00018952494,0.002572469,0.40079454],"study_design_scores_gemma":[0.00010547182,0.000016263342,0.023726126,0.00023456581,0.0000058761575,0.0000037138957,0.00006019902,0.9701455,0.0051012225,0.00006212395,0.00043689428,0.00010204148],"about_ca_topic_score_codex":0.029700676,"about_ca_topic_score_gemma":0.000094137446,"teacher_disagreement_score":0.7484304,"about_ca_system_score_codex":0.000005434434,"about_ca_system_score_gemma":0.00001181027,"threshold_uncertainty_score":0.9767606},"labels":[],"label_agreement":null},{"id":"W2005068020","doi":"10.1190/1.1817792","title":"VSP traveltime inversion for equivalent‐medium parameters: Anisotropy and inhomogeneity","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Memorial University of Newfoundland","funders":"","keywords":"Anisotropy; Inversion (geology); Geology; Geophysics; Materials science; Seismology; Optics; Physics","score_opus":0.027389268764338517,"score_gpt":0.2335286661080031,"score_spread":0.2061393973436646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005068020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92937535,0.0007026933,0.044960756,0.0016041513,0.00068279094,0.00068540993,0.000092082424,0.00038171082,0.021515036],"genre_scores_gemma":[0.91856134,0.00013828791,0.07710765,0.0031073554,0.000024540994,0.0000017828088,0.000044099248,0.0000038985117,0.001011062],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991931,0.00005047792,0.00013180927,0.00024574762,0.00012750726,0.00025140712],"domain_scores_gemma":[0.9995318,0.0001462438,0.000038585717,0.0001284183,0.00002765101,0.00012731591],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029346882,0.00011468069,0.00012680191,0.00007135041,0.0001526579,0.00004662292,0.000097366035,0.000064768385,0.0009706031],"category_scores_gemma":[0.00009883619,0.00009134341,0.000049940714,0.000085374726,0.00010263824,0.00018816134,0.0000066649172,0.00006428997,0.000053922806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026839724,0.00011395308,0.36720815,0.00018299799,0.00009150385,0.000016666185,0.0007103081,0.000086527834,0.002321809,0.003318987,0.2609224,0.36475828],"study_design_scores_gemma":[0.0029818977,0.0018079287,0.023264365,0.00006870838,0.00010623827,0.00007741041,0.0017735875,0.13400702,0.29217696,0.03657976,0.5058937,0.0012624012],"about_ca_topic_score_codex":0.0008990252,"about_ca_topic_score_gemma":0.000019194082,"teacher_disagreement_score":0.3634959,"about_ca_system_score_codex":0.000004031993,"about_ca_system_score_gemma":0.00003016113,"threshold_uncertainty_score":0.99994266},"labels":[],"label_agreement":null},{"id":"W2005455540","doi":"10.1016/s0926-9851(01)00079-9","title":"Investigation of blast-induced fracture in rock mass using reversed vertical seismic profiling","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Rock mass classification; Profiling (computer programming); Vertical seismic profile; Seismology; Geotechnical engineering; Computer science","score_opus":0.021814998300918664,"score_gpt":0.22416934103453007,"score_spread":0.20235434273361141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005455540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943354,0.00001877253,0.0047103274,0.0001673034,0.000109758934,0.000082775834,0.0000018129185,0.000011170372,0.0005626477],"genre_scores_gemma":[0.99177533,0.000015334379,0.007257937,0.0008053556,0.00013187728,1.2729465e-7,0.000005164318,0.0000040331493,0.0000048372663],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990092,0.00003288394,0.00039038027,0.000104381965,0.00029412244,0.00016904238],"domain_scores_gemma":[0.9994382,0.00008199801,0.00024220542,0.000095296156,0.000078879006,0.0000633941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028649898,0.0001034612,0.00023478083,0.00014290753,0.000040779767,0.000016768417,0.00014475142,0.00008821774,0.00004661957],"category_scores_gemma":[0.00002495011,0.00008767517,0.000061804974,0.00031779264,0.00003061952,0.00021675589,0.000005950764,0.00037140734,0.000009741707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013721893,0.00012376382,0.16554204,0.00019309961,0.000120898774,0.00011518138,0.0025178692,0.29239807,0.5042882,0.00034900123,0.002007888,0.030971818],"study_design_scores_gemma":[0.0011171086,0.00037232105,0.026379632,0.00029150874,0.00007667507,0.00005563798,0.0013916622,0.44919214,0.4766585,0.04351524,0.00059230096,0.00035726576],"about_ca_topic_score_codex":0.00026153048,"about_ca_topic_score_gemma":0.0000016826124,"teacher_disagreement_score":0.15679409,"about_ca_system_score_codex":0.000016427874,"about_ca_system_score_gemma":0.00011719628,"threshold_uncertainty_score":0.35752895},"labels":[],"label_agreement":null},{"id":"W2005666274","doi":"10.1190/1.1845232","title":"Interval velocity estimation using edge‐preserving regularization","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Regularization (linguistics); Smoothing; Inversion (geology); Geodesy; Geophysics; Seismology; Mathematics; Computer science; Statistics","score_opus":0.024391079815255103,"score_gpt":0.24111909488788122,"score_spread":0.21672801507262612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005666274","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38497996,0.00003897748,0.5991558,0.000706404,0.00021911725,0.00008000004,0.000003182861,0.00026290162,0.0145536745],"genre_scores_gemma":[0.8848962,0.0000037415282,0.113975495,0.00083152007,0.000034685065,1.2309386e-7,0.00004438273,0.0000017572019,0.00021209453],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999511,0.000020468426,0.000108896485,0.00012214777,0.00012163351,0.00011586656],"domain_scores_gemma":[0.99977773,0.0000132385385,0.00003673757,0.000104214356,0.000029705352,0.000038346894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016058449,0.00005960726,0.000060153914,0.000064739834,0.00012422746,0.000053375552,0.000107710184,0.000036646918,0.0007789529],"category_scores_gemma":[0.000043465625,0.000051465708,0.000024204981,0.00013772806,0.000032719916,0.0004061614,0.000010623315,0.000058332134,0.00007107898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042571057,0.000049091683,0.05103201,0.000071000104,0.000026702586,0.000013265441,0.0012897283,0.29296276,0.0011657121,0.0021385811,0.0066130655,0.6445955],"study_design_scores_gemma":[0.00012319593,0.000025173862,0.00749131,0.000034906687,0.000005147553,0.000011410574,0.00007010366,0.96167386,0.011993623,0.017726893,0.0007492123,0.000095160154],"about_ca_topic_score_codex":0.0071029216,"about_ca_topic_score_gemma":0.000035083765,"teacher_disagreement_score":0.6687111,"about_ca_system_score_codex":0.000011341994,"about_ca_system_score_gemma":0.000027026203,"threshold_uncertainty_score":0.99950886},"labels":[],"label_agreement":null},{"id":"W2005853926","doi":"10.1029/2003eo340002","title":"The MOBB experiment: A prototype permanent off‐shore ocean bottom broadband station","year":2003,"lang":"en","type":"article","venue":"Eos","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University; National Science Foundation","keywords":"Seismometer; Seabed; Shore; Broadband; Software deployment; Ocean bottom; Geology; Oceanography; Pacific ocean; Meteorology; Engineering; Telecommunications; Seismology; Geography","score_opus":0.012267134644999712,"score_gpt":0.23007505220750213,"score_spread":0.21780791756250242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005853926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93357897,0.0046035564,0.00031863453,0.001960445,0.00060905697,0.0012164506,0.00003248642,0.00029810466,0.05738231],"genre_scores_gemma":[0.99748886,0.00015237097,0.00049394416,0.00065314124,0.000033307126,0.0000043230584,0.000034383054,0.0000029656783,0.0011366934],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932855,0.00007539202,0.0001082922,0.00013471393,0.00017474804,0.00017830884],"domain_scores_gemma":[0.9997029,0.000042918728,0.000027574722,0.00014986473,0.000024016339,0.000052773154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022647863,0.0000779038,0.00005742957,0.000026519985,0.00024593054,0.000070763526,0.000112919945,0.00002794468,0.00050201104],"category_scores_gemma":[0.000027397422,0.00004988931,0.000028213566,0.00007456288,0.00006122454,0.00010568055,0.0000031706127,0.00009566126,0.00013229424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015585695,0.00007036147,0.13883823,0.000030136636,0.00004260885,0.000022790186,0.006582415,0.00010866468,0.0003235492,0.0011138204,0.32744524,0.52526635],"study_design_scores_gemma":[0.00020611616,0.00023337362,0.00818521,0.00001854441,0.000007193634,0.00001720062,0.0013949259,0.008261565,0.018023098,0.0014459438,0.9620175,0.00018937809],"about_ca_topic_score_codex":0.00053800194,"about_ca_topic_score_gemma":0.000011967943,"teacher_disagreement_score":0.6345722,"about_ca_system_score_codex":0.0000049722025,"about_ca_system_score_gemma":0.000031689837,"threshold_uncertainty_score":0.5496669},"labels":[],"label_agreement":null},{"id":"W2006209758","doi":"10.1190/1.1816220","title":"Seismic imaging and migration velocity analysis of a numerical Foothills data set","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Foothills; Geology; Seismology; Geophysical imaging; Set (abstract data type); Computer science; Geography; Cartography","score_opus":0.020964242983518483,"score_gpt":0.24595631504481758,"score_spread":0.2249920720612991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006209758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804941,0.00025149662,0.010708695,0.0020873586,0.000026545618,0.00006522247,0.00030297798,0.00010569215,0.0059579285],"genre_scores_gemma":[0.99409115,0.00013983774,0.0034233022,0.0015040821,0.000009943774,1.0241843e-7,0.0006087651,0.0000010406347,0.00022178372],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993889,0.000039060375,0.00013956173,0.00020781433,0.000121355166,0.00010331722],"domain_scores_gemma":[0.99958754,0.000058494876,0.000034259083,0.00025929234,0.000015092256,0.000045354027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021317624,0.00006194734,0.00014030174,0.00012174974,0.00005453062,0.000027092916,0.0001700962,0.0000194273,0.0045678234],"category_scores_gemma":[0.000014321816,0.000048969672,0.00002847404,0.00040178368,0.00006350634,0.00025468724,0.000011914236,0.000049116705,0.000022098064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008261475,0.0000065305676,0.5652473,0.000004010097,0.00006450643,8.856928e-7,0.00015038675,0.0007632469,0.0000063019666,0.0000028028278,0.020326981,0.41341877],"study_design_scores_gemma":[0.000040111845,0.000010429858,0.16314726,0.00000268831,0.00008915605,0.0000028229704,0.000065102,0.8218231,0.00010396864,0.00009055378,0.014567941,0.000056842575],"about_ca_topic_score_codex":0.029771792,"about_ca_topic_score_gemma":0.00015080516,"teacher_disagreement_score":0.8210599,"about_ca_system_score_codex":0.0000012843484,"about_ca_system_score_gemma":0.000012872629,"threshold_uncertainty_score":0.9963421},"labels":[],"label_agreement":null},{"id":"W2006292453","doi":"10.1190/1.3131386","title":"On convexity and detachment of innermost wavefront-slowness sheet","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Convexity; Slowness; Wavefront; Isotropy; Positive definiteness; Anisotropy; Elasticity (physics); Polarization (electrochemistry); Mathematics; Mathematical analysis; Physics; Classical mechanics; Optics","score_opus":0.00810431082696481,"score_gpt":0.20292515470363442,"score_spread":0.19482084387666962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006292453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875443,0.0000935611,0.0003160602,0.00050804316,0.00011075871,0.00007828256,0.000031067826,0.000053349857,0.011264566],"genre_scores_gemma":[0.9968542,0.0000344174,0.0005592589,0.0023893383,0.00002905473,1.5414882e-7,0.000029532675,0.000001062337,0.00010302216],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994934,0.000020201656,0.00009753993,0.00013005384,0.00013241671,0.00012639078],"domain_scores_gemma":[0.9997179,0.00003793919,0.00004611056,0.00013002015,0.000021318914,0.000046740308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008358957,0.00007787427,0.000117096024,0.000029353341,0.00005535991,0.000012731738,0.00008344561,0.000028559467,0.00013080475],"category_scores_gemma":[0.000008765733,0.00006213454,0.000024545658,0.00007432691,0.000069387745,0.000081601676,0.00000502365,0.00007115889,0.000035434172],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078308054,0.00007924737,0.02017883,0.00002608148,0.000013670975,0.000007636717,0.00038959354,0.000115953175,0.00036308856,0.004019786,0.012107979,0.96261984],"study_design_scores_gemma":[0.00069930224,0.0013234563,0.7713463,0.000090089554,0.0000309336,0.0000064742644,0.000192287,0.03159966,0.016095975,0.16950928,0.008657627,0.00044866654],"about_ca_topic_score_codex":0.0006930824,"about_ca_topic_score_gemma":0.000002683199,"teacher_disagreement_score":0.96217114,"about_ca_system_score_codex":0.0000019460558,"about_ca_system_score_gemma":0.000012727265,"threshold_uncertainty_score":0.25337732},"labels":[],"label_agreement":null},{"id":"W2006362183","doi":"10.1190/1.3064156","title":"Table of elastic constants for isotropic media","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Table (database); Isotropy; Physics; Computer science; Optics; Database","score_opus":0.023525904627938857,"score_gpt":0.23876370923881055,"score_spread":0.2152378046108717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006362183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8374953,0.0028081464,0.02880071,0.0078911865,0.002408506,0.00082021084,0.00024126733,0.0005270469,0.11900758],"genre_scores_gemma":[0.9969455,0.00002682517,0.0011628715,0.0011392146,0.00007145123,3.0205794e-7,0.000011207365,0.0000012653686,0.0006413361],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999581,0.000018051313,0.000096689466,0.000078951954,0.0000760926,0.0001492453],"domain_scores_gemma":[0.99953294,0.00026346243,0.000044373028,0.00010971829,0.000023351648,0.000026142548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018073128,0.000051915067,0.000097643104,0.00003589775,0.00008209014,0.000012229605,0.00016553284,0.000023081784,0.0001669592],"category_scores_gemma":[0.000095935786,0.000033097655,0.000027430857,0.000096163945,0.000078978584,0.00006054247,0.000002432429,0.000055810775,0.00007655817],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012813185,0.00003637198,0.032362692,0.0000492394,0.000027612317,0.0000035399564,0.0018384191,0.00028232,0.002892027,0.0044691856,0.43590882,0.5220016],"study_design_scores_gemma":[0.0020032115,0.0014871019,0.0956731,0.00040639416,0.00016675003,0.00005740487,0.0011546514,0.12266217,0.10544821,0.11060371,0.5594792,0.00085813936],"about_ca_topic_score_codex":0.000114136354,"about_ca_topic_score_gemma":0.0000075500234,"teacher_disagreement_score":0.5211435,"about_ca_system_score_codex":0.0000016280783,"about_ca_system_score_gemma":0.000020437927,"threshold_uncertainty_score":0.18280862},"labels":[],"label_agreement":null},{"id":"W2006390912","doi":"10.1190/1.1818044","title":"Multi‐level 3D VSP travel time inversion in VTI media, Weyburn Field, Canada","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Inversion (geology); Travel time; Seismology; Geophysics; Engineering; Transport engineering","score_opus":0.01813926931481268,"score_gpt":0.19222072350021588,"score_spread":0.1740814541854032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006390912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60029763,0.0008148131,0.0057102367,0.009449199,0.0024171155,0.0006750196,0.00020752136,0.00038138503,0.38004708],"genre_scores_gemma":[0.96290606,0.00005105455,0.0142715275,0.01615392,0.000026271757,5.972318e-7,0.000056817218,0.000003885479,0.006529842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904907,0.00006945518,0.00017309914,0.00020812651,0.0002230718,0.00027720365],"domain_scores_gemma":[0.99946344,0.0001824309,0.000032109856,0.00014599957,0.0000211363,0.00015491291],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023756234,0.0001152752,0.00013759181,0.00009723278,0.00007166669,0.000018092747,0.00016583265,0.00007194758,0.010179257],"category_scores_gemma":[0.00021069497,0.00009558249,0.000026060656,0.00017883466,0.000029798957,0.00013270043,0.00000609432,0.00016147605,0.00022129272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021096315,0.000031044165,0.14940134,0.000013908265,0.000008758434,0.00007663458,0.00034388786,0.000093930226,0.00024139273,0.000030823176,0.74616086,0.10357634],"study_design_scores_gemma":[0.0023639372,0.00021422913,0.14369744,0.0001125978,0.000021425521,0.000058757116,0.0024739127,0.34126154,0.058616612,0.0007633827,0.44911122,0.0013049297],"about_ca_topic_score_codex":0.8823763,"about_ca_topic_score_gemma":0.52793586,"teacher_disagreement_score":0.37351725,"about_ca_system_score_codex":0.000016521206,"about_ca_system_score_gemma":0.00030138218,"threshold_uncertainty_score":0.9907256},"labels":[],"label_agreement":null},{"id":"W2006591443","doi":"10.1190/tle32111394.1","title":"Full-waveform inversion: From near surface to deep","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Inversion (geology); Workflow; Computer science; Geology; History; Seismology","score_opus":0.017269100516681707,"score_gpt":0.21105612957373282,"score_spread":0.1937870290570511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006591443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96565014,0.00013976658,0.0006600798,0.00800978,0.00053100055,0.00018223537,0.0000073078886,0.00021196269,0.024607744],"genre_scores_gemma":[0.9825421,0.000016397982,0.004240615,0.0100589655,0.00014853316,8.517924e-7,0.0000267102,0.000004718021,0.0029611131],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992301,0.00004536155,0.00011314371,0.00018278763,0.00016376183,0.00026485402],"domain_scores_gemma":[0.9993963,0.00013843871,0.000034201308,0.00028081055,0.000028642278,0.00012159756],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001937464,0.00010616488,0.00011267815,0.000021688487,0.00028282113,0.00014110822,0.00038103823,0.000046141005,0.0049767657],"category_scores_gemma":[0.0000329444,0.000067386056,0.000042578726,0.00017658038,0.000087351014,0.00022332974,0.000029587236,0.0001564605,0.031567592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030393625,0.00000848379,0.027059624,0.000006009365,0.00001946846,0.000004528132,0.0031985014,0.0008403733,0.0009989432,0.00002550264,0.719874,0.24793413],"study_design_scores_gemma":[0.00026459445,0.00025972078,0.028743125,0.00006661245,0.000024597675,0.000013669918,0.0013011738,0.30883574,0.009757686,0.0047167446,0.64550763,0.000508672],"about_ca_topic_score_codex":0.014972067,"about_ca_topic_score_gemma":0.00009501582,"teacher_disagreement_score":0.30799538,"about_ca_system_score_codex":0.000008976432,"about_ca_system_score_gemma":0.000016741797,"threshold_uncertainty_score":0.9959328},"labels":[],"label_agreement":null},{"id":"W2006718505","doi":"10.4133/jeeg5.1.7","title":"First-Arrival Alignment Static Corrections Applied to Shallow Seismic Reflection Data","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental and Engineering Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Statics; Geophone; Geology; Reflection (computer programming); Wavelength; Refraction; Offset (computer science); Geodesy; Residual; Classification of discontinuities; Seismology; Vertical seismic profile; Seismic wave; Optics; Physics; Algorithm; Computer science; Mathematical analysis; Mathematics","score_opus":0.00981604345843549,"score_gpt":0.18452934564708953,"score_spread":0.17471330218865405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006718505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978665,0.000074083975,0.0011520169,0.00018868019,0.0002308037,0.000063015505,0.000045492907,0.0000225551,0.00035685708],"genre_scores_gemma":[0.99697083,0.0002922788,0.0020729764,0.00032794336,0.0001251535,3.7368815e-7,0.000024768948,0.0000045274005,0.0001811522],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994136,0.000007225052,0.00016367043,0.00011951085,0.00016617175,0.00012979133],"domain_scores_gemma":[0.99969137,0.000029106084,0.00004330688,0.00012677896,0.000001904707,0.00010756459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011187001,0.000097396274,0.00012099185,0.00005056296,0.00008021138,0.000026565936,0.00013928537,0.000022681328,0.00040372732],"category_scores_gemma":[0.0000027935862,0.000083499304,0.000025164305,0.00005488848,0.00001841216,0.00019130898,0.000015479998,0.00012173407,0.000072003146],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022080199,0.00013954198,0.013030839,0.000065868655,0.00014831404,0.000032987366,0.0011228833,0.29173428,0.009911974,0.000007827856,0.011247169,0.67233753],"study_design_scores_gemma":[0.0010082037,0.001539163,0.4197059,0.00013847726,0.00016218494,0.00026069896,0.00048712298,0.31823558,0.0014624493,0.00049097097,0.25581235,0.00069688953],"about_ca_topic_score_codex":0.0001038536,"about_ca_topic_score_gemma":0.0000017810463,"teacher_disagreement_score":0.67164063,"about_ca_system_score_codex":0.000015350575,"about_ca_system_score_gemma":0.000004778737,"threshold_uncertainty_score":0.44205308},"labels":[],"label_agreement":null},{"id":"W2006730179","doi":"10.2118/63207-ms","title":"Horizon Attributes and Fracture-Swarm Sweet Spots in Low-Permeability Gas Reservoirs","year":2000,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Permeability (electromagnetism); Horizon; Carbonate; Curvature; Natural gas field; Cretaceous; Petrology; Reservoir modeling; Tight gas; Microseism; Drilling; Swarm behaviour; Petroleum engineering; Seismology; Paleontology; Hydraulic fracturing; Geometry; Natural gas; Artificial intelligence; Computer science; Mathematics","score_opus":0.016719385083918275,"score_gpt":0.2402055359250488,"score_spread":0.22348615084113055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006730179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885034,0.00024381047,0.00016077782,0.004376536,0.000028062677,0.00019468338,0.000101330734,0.00016366805,0.0062277433],"genre_scores_gemma":[0.9969961,0.0013372129,0.0003896846,0.0009852435,0.0000506879,0.0000026698115,0.00014272025,0.000003347163,0.00009230279],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99875116,0.00008226014,0.0002547532,0.00041273085,0.00019556857,0.0003035401],"domain_scores_gemma":[0.9994915,0.00009731586,0.00003913625,0.0001832434,0.000054958917,0.00013381979],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004400294,0.00016341425,0.00021823958,0.0000945843,0.00012359436,0.00007805664,0.00012333546,0.00017670445,0.0016107099],"category_scores_gemma":[0.00007360546,0.00013741938,0.00003386834,0.00018852716,0.000289744,0.00048549593,0.000019415174,0.0003274144,0.000054374283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005488345,0.0001714625,0.1588646,0.00014593184,0.000009726771,0.00007532408,0.00065517094,0.00015947697,0.0005591153,0.00042882902,0.033634543,0.804747],"study_design_scores_gemma":[0.0011156402,0.0014831888,0.8534522,0.0005473907,0.00002573295,0.000104280196,0.0010215903,0.010733266,0.008400556,0.07373499,0.04846679,0.0009143491],"about_ca_topic_score_codex":0.0034325907,"about_ca_topic_score_gemma":0.00031902659,"teacher_disagreement_score":0.80383265,"about_ca_system_score_codex":0.0000089409305,"about_ca_system_score_gemma":0.000031501902,"threshold_uncertainty_score":0.99930197},"labels":[],"label_agreement":null},{"id":"W2007079599","doi":"10.1190/1.1818043","title":"9C, 4D seismic processing for the weyburn CO<sub>2</sub>flood, Saskatchewan, Canada","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BP (Canada)","funders":"","keywords":"Geology; Flood myth; Mining engineering; Geochemistry; Seismology; Petroleum engineering; Archaeology; Geography","score_opus":0.010415172253554742,"score_gpt":0.20073086392510234,"score_spread":0.1903156916715476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007079599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73001057,0.0056774216,0.13891627,0.02332218,0.0024752028,0.0022034817,0.000278287,0.0010356344,0.09608098],"genre_scores_gemma":[0.98374736,0.000021768607,0.0016115718,0.013111059,0.0000678978,0.0000050121675,0.000031638876,0.0000066529115,0.0013970403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887854,0.00004667225,0.00019063383,0.0002459312,0.000252678,0.00038557217],"domain_scores_gemma":[0.99937725,0.0001868698,0.00007031179,0.00020061508,0.00006213788,0.00010278865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038916772,0.00015535261,0.00013904998,0.00003907654,0.0005852155,0.00011819435,0.00024300221,0.000051770716,0.00033315603],"category_scores_gemma":[0.00004992727,0.000099268866,0.00005393334,0.00016272493,0.00008255875,0.00015852759,0.000004305199,0.00014355435,0.000023832565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021135935,0.0000123705495,0.011092441,0.00004890958,0.000026562708,0.0000067981427,0.00030808992,0.00082652393,0.0005227687,0.000054197597,0.57540804,0.41167217],"study_design_scores_gemma":[0.0003269115,0.00006398483,0.0009930176,0.000027268983,0.000031954194,0.000041777712,0.0045760525,0.11708665,0.17142372,0.0012138792,0.70387083,0.00034396583],"about_ca_topic_score_codex":0.43999583,"about_ca_topic_score_gemma":0.447463,"teacher_disagreement_score":0.41132823,"about_ca_system_score_codex":0.000015288299,"about_ca_system_score_gemma":0.0009505624,"threshold_uncertainty_score":0.5637333},"labels":[],"label_agreement":null},{"id":"W2007097262","doi":"10.1190/geo2011-0240.1","title":"Seismic reflection profiling of the Pyhäsalmi VHMS-deposit: A complementary approach to the deep base metal exploration in Finland","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Felsic; Mafic; Volcanogenic massive sulfide ore deposit; Volcano; Seismology; Volcanic rock; Geochemistry; Proterozoic; Petrology; Tectonics; Pyrite","score_opus":0.036931828909266065,"score_gpt":0.24003518729721535,"score_spread":0.2031033583879493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007097262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869917,0.00011351003,0.009402186,0.00053217344,0.00029923045,0.00039196672,0.000015797114,0.000027217638,0.0022262204],"genre_scores_gemma":[0.9965167,0.0000063616085,0.00227482,0.0009723485,0.00011623022,0.0000070447168,0.00006111884,0.00000302559,0.000042338397],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925965,0.00010708554,0.00014773296,0.000115158546,0.00018379751,0.00018657553],"domain_scores_gemma":[0.99965477,0.000041398853,0.00006441017,0.00018851669,0.000018668978,0.000032244676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003708103,0.000083574225,0.00009644785,0.00004095931,0.0001380996,0.00001501754,0.00016933975,0.000022031258,0.000017955566],"category_scores_gemma":[0.000011807421,0.000048052614,0.000044637574,0.0003249069,0.000033128435,0.0002860556,0.000023001194,0.00012422922,0.000031739513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016296007,0.00023449823,0.8314681,0.00011762632,0.000054264892,6.277207e-7,0.010902111,0.03263847,0.0027621533,0.00040474313,0.006483214,0.11477123],"study_design_scores_gemma":[0.0006029258,0.0002957806,0.21511619,0.000061436884,0.0000912929,0.000016828913,0.0036357401,0.6540903,0.11666545,0.0034135452,0.0056032897,0.00040720828],"about_ca_topic_score_codex":0.0050228187,"about_ca_topic_score_gemma":0.00007074617,"teacher_disagreement_score":0.62145185,"about_ca_system_score_codex":0.000008156645,"about_ca_system_score_gemma":0.000012393136,"threshold_uncertainty_score":0.7593033},"labels":[],"label_agreement":null},{"id":"W2007131867","doi":"10.1190/1.1817183","title":"Simultaneous acquisition of 3D surface seismic and 3D VSP data — Processing and integration","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Surface (topology); Vertical seismic profile; Seismology; Data acquisition; Computer science; Geometry","score_opus":0.023895591334994037,"score_gpt":0.2318346514546433,"score_spread":0.20793906011964927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007131867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96577877,0.0031857584,0.01942808,0.0010972642,0.000070111804,0.00017272518,0.00010054064,0.00018153904,0.009985183],"genre_scores_gemma":[0.98396534,0.00035403576,0.014524459,0.0006829173,0.000013761314,5.3096073e-8,0.00010258104,0.0000016485327,0.00035517872],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948996,0.00002488276,0.000114460934,0.00018431275,0.00009667851,0.000089710156],"domain_scores_gemma":[0.99966943,0.00008162668,0.000048581103,0.00013633865,0.000028575045,0.00003547138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015030826,0.00006735094,0.000084538166,0.000035276287,0.00007769278,0.000046765803,0.00009136487,0.000029682235,0.00046591475],"category_scores_gemma":[0.000031521813,0.00005180185,0.000003955425,0.00007590624,0.00008591916,0.00039982348,0.00001737605,0.000054801047,0.000009920194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012632249,0.000011519452,0.007593202,0.000035747897,0.0000030453293,0.0000030315184,0.0002656018,0.0004946024,0.00042741484,0.0000029689613,0.0033294747,0.98782074],"study_design_scores_gemma":[0.00009080498,0.000088372224,0.00073433167,0.00002915642,0.000007773944,0.000023780689,0.00016038601,0.9956245,0.0012522918,0.00008488791,0.0018324143,0.000071321825],"about_ca_topic_score_codex":0.0022463575,"about_ca_topic_score_gemma":0.000028698218,"teacher_disagreement_score":0.9951299,"about_ca_system_score_codex":0.0000012794823,"about_ca_system_score_gemma":0.000005458039,"threshold_uncertainty_score":0.510144},"labels":[],"label_agreement":null},{"id":"W2007137265","doi":"10.2118/78248-ms","title":"The Geomechanical Prediction of Fracturing in the Circle Ridge Field, Wind River Basin, WY.","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geology; Ridge; Seismology; Fracture (geology); Echelon formation; Petroleum reservoir; Petrology; Drilling; Oil field; Structural basin; Tectonics; Geotechnical engineering; Petroleum engineering; Paleontology","score_opus":0.01546500062546778,"score_gpt":0.1929810605402128,"score_spread":0.17751605991474503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007137265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9358919,0.00040692344,0.0012463204,0.00956794,0.00034760003,0.0002113815,0.00002386672,0.00008744496,0.052216597],"genre_scores_gemma":[0.9965942,0.00015394851,0.00012549559,0.002896667,0.000041886182,3.202622e-7,0.0000040528566,8.893895e-7,0.00018252782],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994313,0.00006173743,0.00012773881,0.0000922873,0.00016086164,0.00012608586],"domain_scores_gemma":[0.99947107,0.00031234036,0.00003156177,0.00015557102,0.00001144741,0.000018026016],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037370133,0.000044838973,0.00005523031,0.000030567047,0.000116715535,0.000023063638,0.00020481451,0.000038896545,0.0012593893],"category_scores_gemma":[0.000051639072,0.000024266006,0.000032038282,0.000099752135,0.000052677937,0.00011007712,0.000007106781,0.00013886798,0.000054015003],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024986708,0.00004642,0.1271899,0.0000107032565,0.00001196591,0.000008403321,0.0013512243,0.00014774152,0.00005966762,0.00017956452,0.18102822,0.6899412],"study_design_scores_gemma":[0.00044866218,0.0003811151,0.53575695,0.000043491156,0.0000155308,0.00003584861,0.001372747,0.19992855,0.014839243,0.0043771137,0.24261875,0.00018198881],"about_ca_topic_score_codex":0.003804378,"about_ca_topic_score_gemma":0.000045781944,"teacher_disagreement_score":0.6897592,"about_ca_system_score_codex":0.0000017056022,"about_ca_system_score_gemma":0.0000036498445,"threshold_uncertainty_score":0.9996536},"labels":[],"label_agreement":null},{"id":"W2007145994","doi":"10.1190/1.1816807","title":"Seismic velocity anisotropy analysis at Pike's Peak, Saskatchewan, Canada","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pike; Geology; Anisotropy; Seismology; Physics; Optics; Fishery; Fish <Actinopterygii>; Biology","score_opus":0.008374512092558515,"score_gpt":0.19173841511800818,"score_spread":0.18336390302544966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007145994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548689,0.000136934,0.0051271794,0.0021258951,0.00018887607,0.00007575125,0.00005460829,0.00022525573,0.03719661],"genre_scores_gemma":[0.96686655,0.000043365904,0.001776869,0.007557238,0.00004619014,4.1156403e-7,0.00016627632,0.0000027987185,0.023540316],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880534,0.00005159479,0.00018363303,0.00029216622,0.00032082337,0.0003464168],"domain_scores_gemma":[0.9993957,0.000060009337,0.00005786961,0.0002716253,0.000042841562,0.00017194016],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015865338,0.000144129,0.00020685024,0.00012137728,0.00025080648,0.000037430775,0.00024396743,0.00004891071,0.014836305],"category_scores_gemma":[0.000011288481,0.00011747917,0.00009771338,0.00069255213,0.000058564998,0.00012687038,0.000019365927,0.000104829676,0.00018094109],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021401967,0.0000072197545,0.71927446,0.0000031670768,0.00010417824,0.00004067844,0.000091052374,0.001985282,0.000013112374,0.0000035631867,0.24985917,0.028596692],"study_design_scores_gemma":[0.00015805055,0.000040036335,0.3166373,0.000003032423,0.00012906852,0.0000322315,0.0010373305,0.30379963,0.0011889907,0.00017511864,0.37648404,0.00031519143],"about_ca_topic_score_codex":0.9838895,"about_ca_topic_score_gemma":0.97228664,"teacher_disagreement_score":0.40263718,"about_ca_system_score_codex":0.000048804763,"about_ca_system_score_gemma":0.00023580798,"threshold_uncertainty_score":0.98606426},"labels":[],"label_agreement":null},{"id":"W2007345804","doi":"10.2118/87286-ms","title":"Large-scale Application of (Anisotropic) Pre-stack Depth Migration in the Foothills","year":2000,"lang":"en","type":"article","venue":"Abu Dhabi International Petroleum Exhibition and Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Foothills; Geology; Anisotropy; Drilling; Stack (abstract data type); Seismology; Computer science; Engineering; Optics; Mechanical engineering; Physics; Cartography; Geography","score_opus":0.009263013358145847,"score_gpt":0.22468193266284897,"score_spread":0.21541891930470314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007345804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94105554,0.00006315353,0.0075202794,0.0029725034,0.00006379887,0.00014774539,0.00022486526,0.000043025862,0.04790909],"genre_scores_gemma":[0.99686724,0.0002444923,0.00041352562,0.0013682847,0.00004122026,0.000009304956,0.00050505827,0.0000018046377,0.00054904394],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991912,0.00006115465,0.00020913621,0.00018220085,0.00024301921,0.00011328744],"domain_scores_gemma":[0.9996523,0.00007132418,0.00007577553,0.00011683971,0.000056441375,0.000027275653],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018417128,0.00008234856,0.000086879314,0.00007942605,0.000061901235,0.000052226318,0.00019152708,0.000044872395,0.0045520235],"category_scores_gemma":[0.00001315097,0.00006363413,0.000032308206,0.0000846324,0.000073069124,0.00022856942,0.0000056426843,0.00010435195,0.000051500712],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032448155,0.00031830987,0.44653997,0.00004829117,0.000031538675,0.000005922884,0.0064553195,0.001190536,0.00093548873,0.008180458,0.029188879,0.5067808],"study_design_scores_gemma":[0.00056942145,0.00015299095,0.5599333,0.000066995955,0.000008369912,0.000020017997,0.0013991209,0.2975935,0.00083721447,0.0064677554,0.13277678,0.0001745075],"about_ca_topic_score_codex":0.0015422264,"about_ca_topic_score_gemma":0.0015202885,"teacher_disagreement_score":0.50660634,"about_ca_system_score_codex":0.0000056833496,"about_ca_system_score_gemma":0.000018444594,"threshold_uncertainty_score":0.996358},"labels":[],"label_agreement":null},{"id":"W2007419206","doi":"10.1190/1.2148291","title":"Seismic elastic modelling","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Vertical seismic profile; Geology; Seismology; Computer science","score_opus":0.017916634516350533,"score_gpt":0.2051677508999549,"score_spread":0.18725111638360437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007419206","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22733153,0.00029844607,0.53640133,0.0031850596,0.00019087383,0.000073795585,0.000006034511,0.00059594575,0.23191696],"genre_scores_gemma":[0.97003233,0.00003090627,0.022685766,0.0040317117,0.00009213855,1.3007394e-7,0.000009362803,0.0000013648335,0.0031163043],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999561,0.00001042877,0.00008119372,0.00010973462,0.00009240641,0.00014520183],"domain_scores_gemma":[0.9998071,0.00003145634,0.000014428171,0.00008428059,0.000011049218,0.000051648498],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008727675,0.00005481194,0.000051645206,0.000047593763,0.00006655494,0.000023439927,0.00009402034,0.000023091918,0.004274175],"category_scores_gemma":[0.0000039033807,0.000042372292,0.000024377054,0.00006347663,0.000024006877,0.00016397737,0.0000030130182,0.00006339586,0.001896278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005615282,0.000006636665,0.009537412,0.0000030078518,0.0000038778585,0.0000012496652,0.00007141945,0.64627,0.000005805104,0.000111462505,0.048445527,0.29553798],"study_design_scores_gemma":[0.000038726183,0.000012571024,0.00028922525,0.0000031050856,0.0000019462175,0.0000060895827,0.000022012899,0.8539503,0.0006059231,0.0006442244,0.14436528,0.000060597165],"about_ca_topic_score_codex":0.0016035046,"about_ca_topic_score_gemma":0.000013211646,"teacher_disagreement_score":0.74270076,"about_ca_system_score_codex":0.0000020112318,"about_ca_system_score_gemma":0.000011166895,"threshold_uncertainty_score":0.99888086},"labels":[],"label_agreement":null},{"id":"W2007681802","doi":"10.1190/1.1599694","title":"Recent applications of AVO to carbonate reservoirs in the Western Canadian Sedimentary Basin","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geology; Carbonate; Sedimentary rock; Structural basin; Geochemistry; Petrology; Geomorphology; Materials science","score_opus":0.02308645662402781,"score_gpt":0.24250598041723231,"score_spread":0.2194195237932045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007681802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5562454,0.001460859,0.00016374128,0.124634296,0.00053278357,0.001372034,0.00010522492,0.00009096096,0.31539473],"genre_scores_gemma":[0.9760583,0.00007747469,0.00018568237,0.022928,0.000028167715,0.000006318938,0.000014389245,0.0000024221433,0.00069923734],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934316,0.00013981319,0.00010976691,0.00010449216,0.00011416405,0.00018860649],"domain_scores_gemma":[0.99954295,0.000114012924,0.000024987557,0.0002424679,0.000015905922,0.000059675476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007613472,0.00005739593,0.00007099897,0.000103633975,0.00011070916,0.000018496521,0.000334063,0.000021818514,0.00013146554],"category_scores_gemma":[0.000026818987,0.00003496078,0.000017417975,0.00034840053,0.000050481067,0.000041480234,0.000004624538,0.00012266533,0.0001341993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016043052,0.000023863451,0.4169741,0.000017359002,0.00001487373,0.000008405402,0.009032694,0.0008448108,0.0000342153,0.00042181788,0.4580699,0.11454193],"study_design_scores_gemma":[0.000045601704,0.000020161428,0.012449668,0.000014551454,0.000004250094,0.0000053013464,0.00060157455,0.0003068083,0.0007425409,0.0005069515,0.9852468,0.00005579877],"about_ca_topic_score_codex":0.3672407,"about_ca_topic_score_gemma":0.052051,"teacher_disagreement_score":0.5271769,"about_ca_system_score_codex":0.000015358943,"about_ca_system_score_gemma":0.00006460631,"threshold_uncertainty_score":0.9652466},"labels":[],"label_agreement":null},{"id":"W2008274520","doi":"10.1190/1.3106722","title":"Fault imaging in hydrothermal dolomite reservoirs: A case study","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Fault (geology); Seismology; Noise (video); Hydrocarbon exploration; Horizon; Deconvolution; Algorithm; Computer science; Artificial intelligence; Geometry; Mathematics","score_opus":0.013440094178252203,"score_gpt":0.2407007884937146,"score_spread":0.2272606943154624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008274520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936397,0.000098154196,0.00004846068,0.0005743171,0.00007922556,0.00019212563,0.00000769609,0.00012235578,0.0052379486],"genre_scores_gemma":[0.9969988,0.000004216348,0.00032839214,0.0024447092,0.0000789704,9.11266e-7,0.000009829737,0.000002666461,0.00013153152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99912983,0.00007688142,0.00015612076,0.00022527624,0.00015651387,0.0002553574],"domain_scores_gemma":[0.99962187,0.00003912833,0.000040344712,0.00022413865,0.000019448782,0.000055045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023702935,0.000112989066,0.00012642035,0.000090708716,0.000100610894,0.000052268042,0.00015978172,0.000021640304,0.000103147926],"category_scores_gemma":[0.000011958872,0.000100125675,0.000036560163,0.0002525212,0.000032363037,0.00029107966,0.000009138053,0.00016519408,0.000121389145],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004389874,0.00020934657,0.43376333,0.0000054025136,0.000006142355,0.0056675724,0.0029943765,0.00073161826,0.00007366898,0.00003236736,0.0036828741,0.5527894],"study_design_scores_gemma":[0.0031628157,0.0013248201,0.6485765,0.00011089231,0.000045677774,0.0018936,0.0233302,0.2859668,0.0013064076,0.024280127,0.008636613,0.0013655232],"about_ca_topic_score_codex":0.028264826,"about_ca_topic_score_gemma":0.00026041927,"teacher_disagreement_score":0.5514239,"about_ca_system_score_codex":0.0000053939666,"about_ca_system_score_gemma":0.000019462583,"threshold_uncertainty_score":0.97820604},"labels":[],"label_agreement":null},{"id":"W2008466449","doi":"10.1190/1.2369980","title":"The computation of traveltimes when assuming locally circular or spherical wavefronts","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computation; Wavefront; Computer science; Geology; Algorithm; Computational science; Physics; Optics","score_opus":0.01249796957215013,"score_gpt":0.21104778775578872,"score_spread":0.1985498181836386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008466449","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19390829,0.0013197744,0.64882785,0.0033515021,0.00049445283,0.00042784147,0.000016781534,0.00041786223,0.15123565],"genre_scores_gemma":[0.9777755,0.000011955905,0.020327704,0.00041712358,0.00003427704,2.4560524e-7,0.0000136127865,0.000001811437,0.0014177612],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993173,0.000042629326,0.00017025914,0.000102641265,0.0002335515,0.00013360255],"domain_scores_gemma":[0.9996802,0.00011637055,0.000052717438,0.00007756124,0.00004820911,0.00002491517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025843567,0.00006133454,0.000084691696,0.0000178958,0.000117840376,0.00003337877,0.000121447134,0.000029804047,0.00058298174],"category_scores_gemma":[0.000024633478,0.000033335513,0.00003451623,0.000069069945,0.00010072036,0.00008096245,0.0000047466,0.000050908784,0.000038657123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006524528,0.000027377866,0.04216312,0.000020461206,0.00001962118,0.000010837565,0.00015530075,0.0019474606,0.0002475498,0.00014914456,0.13260362,0.82259023],"study_design_scores_gemma":[0.00033035493,0.0001783271,0.0813708,0.000033736716,0.000017762086,0.000022546361,0.00058264163,0.82948357,0.0082597155,0.0104567595,0.0690499,0.00021386912],"about_ca_topic_score_codex":0.011553497,"about_ca_topic_score_gemma":0.00015096273,"teacher_disagreement_score":0.8275361,"about_ca_system_score_codex":0.0000037447355,"about_ca_system_score_gemma":0.000038466293,"threshold_uncertainty_score":0.9950287},"labels":[],"label_agreement":null},{"id":"W2008531614","doi":"10.1190/1.1778231","title":"Ground-roll suppression from deep crustal seismic reflection data using a wavelet-based approach: A case study from western Canada","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Seismology; Reflection (computer programming); Wavelet; Precambrian; Sill; Noise (video); Computer science; Petrology; Artificial intelligence; Paleontology","score_opus":0.05291142100716254,"score_gpt":0.2565882455639945,"score_spread":0.20367682455683198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008531614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848134,0.00006810519,0.013359135,0.00006885035,0.0004332981,0.00027596703,0.0007458749,0.0001192796,0.000116077426],"genre_scores_gemma":[0.9911507,0.000001962335,0.0053254613,0.0010689964,0.00025191103,0.0000014743197,0.0021742377,0.000010803406,0.000014484428],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983286,0.00013749357,0.0002304872,0.0005920082,0.00040360072,0.00030781113],"domain_scores_gemma":[0.9988816,0.00008857737,0.00012490347,0.0007480281,0.00003476006,0.00012213629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001427154,0.00022883758,0.00024335009,0.000052508432,0.00035489353,0.000120697936,0.0003988089,0.00006805725,0.000062061634],"category_scores_gemma":[0.000013602148,0.00020080544,0.00003674374,0.00021871064,0.0000479863,0.00047048816,0.00006469149,0.0002616565,0.000016284943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001270623,0.001973676,0.4313501,0.00015131694,0.0006690735,0.014686593,0.010545508,0.14877614,0.0020713857,0.0000031775812,0.008254444,0.38024795],"study_design_scores_gemma":[0.0016685835,0.00024362873,0.01187984,0.000047031033,0.00014953437,0.00012658289,0.0038171327,0.9791528,0.00082662405,0.00061063026,0.0009805321,0.0004970767],"about_ca_topic_score_codex":0.9960665,"about_ca_topic_score_gemma":0.5892047,"teacher_disagreement_score":0.8303767,"about_ca_system_score_codex":0.000063119835,"about_ca_system_score_gemma":0.00039034168,"threshold_uncertainty_score":0.8188608},"labels":[],"label_agreement":null},{"id":"W2008722921","doi":"10.1190/int-2014-0076.1","title":"Producing pore pressure profiles based on theoretical models in undrilled, deepwater frontier basins","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nalcor Energy (Canada); Petro-Canada","funders":"","keywords":"Overpressure; Geology; Lithology; Pore water pressure; Submarine pipeline; Oil shale; Structural basin; Compaction; Cretaceous; Carbonate; Petrology; Geochemistry; Petroleum engineering; Seismology; Geotechnical engineering; Geomorphology; Paleontology","score_opus":0.0062832163834049964,"score_gpt":0.20280930341994424,"score_spread":0.19652608703653923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008722921","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40139028,0.00017758351,0.46001425,0.005107227,0.0010700356,0.0009864026,0.000077305114,0.00050415663,0.13067277],"genre_scores_gemma":[0.9933898,0.0000020284012,0.0040693143,0.0022395405,0.000043520453,0.0000039338315,0.000102003854,0.0000049484524,0.000144905],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906373,0.00015603457,0.00016662957,0.00026359988,0.00018038918,0.00016962047],"domain_scores_gemma":[0.99961096,0.00009612739,0.000043668886,0.00017644269,0.000033764805,0.00003905686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037796525,0.00010491628,0.00011604531,0.00014428554,0.000044304226,0.000048588798,0.00012468427,0.000060669332,0.0005527548],"category_scores_gemma":[0.000098118995,0.00007925224,0.000036036752,0.00007976546,0.000080821366,0.0002299238,0.000005263919,0.00013534263,0.000050900348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009827347,0.00013022793,0.11394801,0.00014940956,0.000029523302,0.000012902988,0.0075667463,0.3627834,0.000117771895,0.0061251884,0.015718898,0.4924352],"study_design_scores_gemma":[0.00016163132,0.000114024435,0.0052704243,0.0001171039,0.000007607379,0.0000014263283,0.00005013864,0.9759614,0.0021419786,0.014644851,0.0014219288,0.00010752354],"about_ca_topic_score_codex":0.00036788147,"about_ca_topic_score_gemma":0.000034773275,"teacher_disagreement_score":0.61317796,"about_ca_system_score_codex":0.0000058847363,"about_ca_system_score_gemma":0.000017498049,"threshold_uncertainty_score":0.60522777},"labels":[],"label_agreement":null},{"id":"W2009169256","doi":"10.1190/1.2978977","title":"The effects of cold production on seismic response","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Production (economics); Geology; Environmental science; Economics; Microeconomics","score_opus":0.01498267615043384,"score_gpt":0.21758572288665695,"score_spread":0.20260304673622312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009169256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917404,0.00034990898,0.000046049616,0.0036452562,0.0008492716,0.0001645836,0.0000013966378,0.000086169464,0.0031169748],"genre_scores_gemma":[0.98723567,0.00015292408,0.000032387972,0.0009869359,0.00009188311,0.0000011927436,0.0000011082253,0.0000023385298,0.01149558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935114,0.00019685441,0.000084028645,0.00010058723,0.0001349382,0.00013241924],"domain_scores_gemma":[0.99881285,0.0008652776,0.00005142554,0.00023249302,0.000018325634,0.000019624418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006308973,0.000059402486,0.00006788029,0.00003676232,0.0004100832,0.000010311812,0.00019342959,0.0000221678,0.000008331669],"category_scores_gemma":[0.00036896786,0.000030227444,0.000031934956,0.00013178482,0.0002116202,0.00004856622,0.0000054900215,0.00012286787,0.00021891242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009315566,0.000029900895,0.012271723,0.000045236993,0.000027800263,0.000016066293,0.002376633,0.00062575925,0.011620222,0.00021418257,0.88755107,0.08428984],"study_design_scores_gemma":[0.0001933266,0.00055394566,0.038000807,0.00011945124,0.000015107802,0.00006052366,0.000111151356,0.005433808,0.45847064,0.0005327442,0.49635783,0.0001506901],"about_ca_topic_score_codex":0.00020344977,"about_ca_topic_score_gemma":0.000003129777,"teacher_disagreement_score":0.44685042,"about_ca_system_score_codex":0.0000047454414,"about_ca_system_score_gemma":0.00002256161,"threshold_uncertainty_score":0.31540698},"labels":[],"label_agreement":null},{"id":"W2009650106","doi":"10.1190/1.1438974","title":"Prediction of 3-D seismic footprint from existing 2-D data","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ATCO (Canada)","funders":"","keywords":"Azimuth; Offset (computer science); Footprint; Computer science; Seismogram; Algorithm; Geology; Geometry; Seismology; Mathematics","score_opus":0.1247945204641279,"score_gpt":0.2719958976097786,"score_spread":0.1472013771456507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009650106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92821574,0.00054943777,0.009291608,0.0015321543,0.00074557797,0.00012243466,0.000237017,0.00027172494,0.059034303],"genre_scores_gemma":[0.9972114,0.00008301629,0.0010417073,0.00047237717,0.00020152105,2.1698268e-7,0.00018737557,0.000002624711,0.0007997762],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938315,0.000050085004,0.00014156543,0.0001674953,0.00012404996,0.00013366641],"domain_scores_gemma":[0.99925756,0.00015909,0.00007011016,0.00046945436,0.000015878857,0.00002787904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004107498,0.000063415275,0.000090817426,0.000036814963,0.00011316619,0.000021816159,0.0005074309,0.000023775652,0.00019939574],"category_scores_gemma":[0.00006961713,0.00004352304,0.000020368088,0.000114484064,0.000081822705,0.00010780873,0.000040790594,0.00012045015,0.000142773],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028909719,0.000012690746,0.24413627,0.00001002755,0.000025500805,0.0000054463258,0.0007557227,0.0004537997,0.0008320463,0.000045931567,0.046341866,0.7073518],"study_design_scores_gemma":[0.00020006705,0.000054463417,0.07933392,0.00010767157,0.000037808262,0.000026380167,0.00039848132,0.5222115,0.0051220506,0.0043713185,0.38799345,0.00014291063],"about_ca_topic_score_codex":0.008386579,"about_ca_topic_score_gemma":0.00003887234,"teacher_disagreement_score":0.7072089,"about_ca_system_score_codex":0.0000033331312,"about_ca_system_score_gemma":0.000014675583,"threshold_uncertainty_score":0.9982167},"labels":[],"label_agreement":null},{"id":"W2009856840","doi":"10.1190/1.3259611","title":"Multidimensional convolution via a 1D convolution algorithm","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Convolution (computer science); Algorithm; Computer science; Overlap–add method; Circular convolution; Convolution theorem; Mathematics; Artificial intelligence; Mathematical analysis; Fourier transform; Fourier analysis","score_opus":0.014668327544287837,"score_gpt":0.22711091465380542,"score_spread":0.21244258710951758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009856840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47120312,0.006433785,0.4063265,0.03125281,0.0058841854,0.0014252556,0.000107755244,0.0029823661,0.074384205],"genre_scores_gemma":[0.9870303,0.00003851159,0.0061947224,0.0045917616,0.00021953655,5.4058563e-7,0.000061584025,0.0000024997582,0.001860501],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920017,0.000076541066,0.00013168623,0.00017000585,0.000179028,0.0002425894],"domain_scores_gemma":[0.9996017,0.00008555711,0.000056084384,0.00016293366,0.00003726349,0.00005642626],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039083575,0.00010224328,0.00010521314,0.000062161205,0.00028647683,0.00002459278,0.000152739,0.000054420743,0.0003024373],"category_scores_gemma":[0.00002528697,0.000070083246,0.000050784005,0.00014223685,0.00011008158,0.0001638987,0.000006069954,0.00017225229,0.0013511257],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022179747,0.000019692196,0.002210147,0.0000029059765,0.000009239736,0.0000058388873,0.00032168586,0.00013292948,0.0014922862,0.0003057392,0.10085681,0.89462054],"study_design_scores_gemma":[0.0003958143,0.00022535637,0.045142375,0.000047761714,0.000025887584,0.000090174464,0.000097816,0.79250014,0.006637361,0.0070165023,0.14752235,0.00029848833],"about_ca_topic_score_codex":0.00071385707,"about_ca_topic_score_gemma":0.000004669251,"teacher_disagreement_score":0.89432204,"about_ca_system_score_codex":0.000012708695,"about_ca_system_score_gemma":0.000022214326,"threshold_uncertainty_score":0.9994264},"labels":[],"label_agreement":null},{"id":"W2009936748","doi":"10.1190/1.1817310","title":"Extracting meaningful geologic parameters using multiple attribute analysis on AVO derived Lamé rock parameter inversions: 3D seismic case study from southern Alberta, Canada","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Mining engineering","score_opus":0.047421623067255184,"score_gpt":0.22459259684372382,"score_spread":0.17717097377646862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009936748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99519473,0.000069417154,0.0033282936,0.00020187002,0.0001931602,0.00031478007,0.00014384207,0.00014068358,0.00041323953],"genre_scores_gemma":[0.9911294,0.0000076234296,0.0044915304,0.0037496039,0.000031050397,0.0000023640923,0.00010393666,0.000009810309,0.00047469683],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99752855,0.00034842725,0.00044283082,0.0006990456,0.00042849148,0.0005526315],"domain_scores_gemma":[0.996969,0.0020107182,0.00023868438,0.0004872646,0.000060404134,0.0002339147],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026776548,0.00034579352,0.00046305137,0.00027983377,0.0005920734,0.000117177166,0.00030204057,0.000110334935,0.0045894315],"category_scores_gemma":[0.00037969626,0.00028070368,0.00016673903,0.00062323164,0.000047586716,0.00024069831,0.000038136157,0.00036065798,0.00018576634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031033116,0.000083749845,0.82774407,0.000002886772,0.0004862821,0.001184764,0.0020562245,0.15931824,0.000011319003,4.242524e-8,0.0020291244,0.0070522586],"study_design_scores_gemma":[0.00040710004,0.00012220998,0.0028751683,0.0000137322495,0.00044675032,0.00009368973,0.023401331,0.9715884,0.00028510386,0.000009866617,0.0003592228,0.0003974611],"about_ca_topic_score_codex":0.99668133,"about_ca_topic_score_gemma":0.8950671,"teacher_disagreement_score":0.8248689,"about_ca_system_score_codex":0.00006137466,"about_ca_system_score_gemma":0.000056238583,"threshold_uncertainty_score":0.99996454},"labels":[],"label_agreement":null},{"id":"W2009950496","doi":"10.1190/1.2978979","title":"Monitoring an oil-sands reservoir in northwest Alberta using time-lapse 3D seismic and 3D P-SV converted-wave data","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jacobs (Canada)","funders":"","keywords":"Geology; Oil sands; Petroleum engineering; Seismology; Mining engineering; Geotechnical engineering; Archaeology; Geography; Asphalt","score_opus":0.07681740422779049,"score_gpt":0.26705224385803433,"score_spread":0.19023483963024385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009950496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952467,0.00050339685,0.000060318205,0.00038872613,0.00025990073,0.000071506634,0.000037137786,0.000094902774,0.0033374052],"genre_scores_gemma":[0.99493563,0.00036891116,0.001663238,0.00055947364,0.00023717344,5.8689847e-7,0.00014233505,0.000010890604,0.0020817495],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869955,0.00014102033,0.00021511491,0.00039055978,0.00018678831,0.00036698894],"domain_scores_gemma":[0.99889106,0.00025587672,0.00007401568,0.00065169623,0.0000236081,0.00010371807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055101956,0.00017355412,0.00021440924,0.0001329525,0.00039965266,0.00007161077,0.0005264814,0.00007921716,0.00011094855],"category_scores_gemma":[0.00005983706,0.00013296312,0.000019651065,0.00026027343,0.00023231059,0.00071491586,0.000092377646,0.0003028662,0.00013796207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008851315,0.000043719938,0.8541173,0.000046573878,0.00003155275,0.00013922201,0.005118476,0.0014581515,0.0006728949,0.0000022710024,0.009516758,0.1287646],"study_design_scores_gemma":[0.00033378892,0.00006387166,0.025653215,0.00014656845,0.00002147847,0.00025649994,0.00020132028,0.95401835,0.000891803,0.000046786994,0.018075595,0.00029071284],"about_ca_topic_score_codex":0.05101568,"about_ca_topic_score_gemma":0.00080621964,"teacher_disagreement_score":0.9525602,"about_ca_system_score_codex":0.000013788176,"about_ca_system_score_gemma":0.000056839566,"threshold_uncertainty_score":0.95530367},"labels":[],"label_agreement":null},{"id":"W2010236565","doi":"10.1190/1.2799517","title":"Curvelet-based seismic data processing: A multiscale and nonlinear approach","year":2007,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curvelet; Computer science; Leverage (statistics); Decorrelation; Amplitude; Nonlinear system; Algorithm; Property (philosophy); Geology; Artificial intelligence; Pattern recognition (psychology); Wavelet; Wavelet transform; Physics; Optics","score_opus":0.028594465589940155,"score_gpt":0.2457405306637935,"score_spread":0.21714606507385334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010236565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7275641,0.0011302287,0.25114566,0.00081457384,0.00027798797,0.00044088936,0.00045001315,0.0006718052,0.017504755],"genre_scores_gemma":[0.934662,0.000011927093,0.06210991,0.0020696116,0.00015533986,3.3129405e-7,0.0008059098,0.000005484021,0.0001794906],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907607,0.000019474708,0.00013340096,0.00032640758,0.00018056405,0.0002640812],"domain_scores_gemma":[0.9994189,0.00005364738,0.000058066416,0.00034596343,0.000030862368,0.00009253469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003938693,0.00011640035,0.000119507466,0.000050868886,0.00014709054,0.000057864854,0.00030820255,0.000040197407,0.000024985333],"category_scores_gemma":[0.000018127606,0.00009918253,0.000018519164,0.00018683854,0.00012910688,0.00027152148,0.00003239193,0.00014809518,0.00004768906],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025165169,0.000052958956,0.026094751,0.000063322135,0.0000051721277,0.000007223831,0.000113252645,0.00012960008,0.000036235662,0.0000060870457,0.005068368,0.96839786],"study_design_scores_gemma":[0.00021357716,0.000031855987,0.015689852,0.000014999723,0.000010067802,0.000006671436,0.00010626916,0.94340545,0.0005267179,0.00022087639,0.03960964,0.00016403518],"about_ca_topic_score_codex":0.0022935143,"about_ca_topic_score_gemma":0.000019203804,"teacher_disagreement_score":0.9682338,"about_ca_system_score_codex":0.0000022310498,"about_ca_system_score_gemma":0.000049610557,"threshold_uncertainty_score":0.40445462},"labels":[],"label_agreement":null},{"id":"W2010486158","doi":"10.1190/segam2014-0181.1","title":"Sign-bit compressive sensing imaging of microseismic events","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Sign (mathematics); Computer science; Bit (key); Geology; Seismology; Computer security; Mathematics","score_opus":0.007953874053595406,"score_gpt":0.20585218374527176,"score_spread":0.19789830969167635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010486158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8362901,0.00027094787,0.06492562,0.0013071357,0.0005017772,0.00017556055,0.000023965738,0.00033159615,0.096173294],"genre_scores_gemma":[0.9890003,0.000007994683,0.00787648,0.002620754,0.00003506503,4.237896e-8,0.000020814032,0.0000026884616,0.0004358487],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992964,0.000064332424,0.00016465204,0.00015700758,0.00013820398,0.00017936974],"domain_scores_gemma":[0.99956083,0.00010622852,0.000083048784,0.00015314696,0.00004370554,0.000053024185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021452787,0.0000881023,0.00013487584,0.00007915723,0.000077966426,0.00001522236,0.00013727491,0.00002302417,0.00060072105],"category_scores_gemma":[0.000027524635,0.00007188284,0.00004766252,0.00008358855,0.000075939126,0.0001237376,0.000012312844,0.000074133946,0.000111527916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002138565,0.000014262034,0.26878327,0.000032772907,0.000014494057,0.0000040112736,0.00022273883,0.00031202496,0.0057112244,0.00006683147,0.039072994,0.685744],"study_design_scores_gemma":[0.0004934185,0.00008282975,0.06355792,0.00013135781,0.000021821214,0.0000492478,0.00033764975,0.7255756,0.15360609,0.006368624,0.049397245,0.00037818035],"about_ca_topic_score_codex":0.0059514917,"about_ca_topic_score_gemma":0.000009098664,"teacher_disagreement_score":0.7252636,"about_ca_system_score_codex":0.0000020228097,"about_ca_system_score_gemma":0.000012710811,"threshold_uncertainty_score":0.89969146},"labels":[],"label_agreement":null},{"id":"W2010573561","doi":"10.1007/s11242-008-9323-8","title":"Attenuated Wave Field in Fluid-Saturated Porous Medium with Excitations of Multiple Sources","year":2009,"lang":"en","type":"article","venue":"Transport in Porous Media","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Petroleum Technology Research Centre","keywords":"Porous medium; Mechanics; Isotropy; Attenuation; Wave propagation; Biot number; Poromechanics; Newtonian fluid; Viscous liquid; Physics; Field (mathematics); Longitudinal wave; Classical mechanics; Porosity; Geology; Optics; Mathematics; Geotechnical engineering","score_opus":0.014089102495489529,"score_gpt":0.2048351624744313,"score_spread":0.19074605997894176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010573561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962596,0.00026692028,0.00013751282,0.0013480277,0.00011039926,0.00018707462,0.000045210694,0.000096436,0.0015487741],"genre_scores_gemma":[0.99686545,0.00010349016,0.0014444934,0.0011430276,0.000024316834,0.0000014906119,0.0003630567,0.0000044092053,0.00005025768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987767,0.00003791316,0.00038940605,0.00023189675,0.00027635222,0.00028776238],"domain_scores_gemma":[0.99939007,0.00022950434,0.00008948946,0.00016318481,0.00004881512,0.00007893978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000245741,0.00015193122,0.00026956858,0.00026153802,0.000032232103,0.0000065716354,0.00015890258,0.00010671926,0.00033071943],"category_scores_gemma":[0.000054501164,0.000121027784,0.000030201883,0.0005119924,0.0000884445,0.00017094557,0.0000011681908,0.00021530216,0.0000075858975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030987797,0.000101930855,0.9608118,0.000022602151,0.000011113491,0.00034420087,0.006733554,0.00076388096,0.000740455,0.000011427818,0.00091497117,0.029234214],"study_design_scores_gemma":[0.00093609537,0.00031851817,0.983604,0.00012934624,0.000014009638,0.000023002358,0.0011494164,0.0031602336,0.009734808,0.00038291214,0.0003273335,0.00022028551],"about_ca_topic_score_codex":0.015163121,"about_ca_topic_score_gemma":0.0069788457,"teacher_disagreement_score":0.029013928,"about_ca_system_score_codex":0.000006220233,"about_ca_system_score_gemma":0.000078414545,"threshold_uncertainty_score":0.991395},"labels":[],"label_agreement":null},{"id":"W2010700062","doi":"10.1190/1.2792883","title":"A modeling study for imaging in structurally complex media: Case history","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Husky Energy (Canada); University of Calgary","funders":"","keywords":"Prestack; Section (typography); Geology; Inversion (geology); Seismology; Energy (signal processing); Computer science; Physics; Tectonics","score_opus":0.05104662541154001,"score_gpt":0.2616203005695909,"score_spread":0.2105736751580509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010700062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97005826,0.0002235208,0.024204861,0.00016114667,0.00029569483,0.00032962966,0.000007812898,0.00015056295,0.0045685056],"genre_scores_gemma":[0.9864511,0.0000019134657,0.012031866,0.0013792518,0.000048176327,7.8119535e-7,0.000021264714,0.0000028409427,0.00006280983],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920946,0.000021713622,0.00021225373,0.00019213273,0.000117165124,0.00024727013],"domain_scores_gemma":[0.99964553,0.00012384444,0.0000240902,0.000107705324,0.00003446566,0.00006438113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069561927,0.000088077424,0.00011038161,0.00017813643,0.00006746992,0.000014229432,0.000109694774,0.000019126164,0.00072150846],"category_scores_gemma":[0.00003835947,0.000072831244,0.0000296316,0.00006755885,0.00003108504,0.00016441634,0.000007292267,0.00008228461,0.0000076039228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017037922,0.00007957852,0.41428685,0.000024876988,0.0000125770075,0.0022673316,0.00793788,0.0047447933,0.00011746645,0.000103973536,0.021795277,0.548459],"study_design_scores_gemma":[0.00042959538,0.00004555726,0.008353902,0.00000437548,0.000005372168,0.00022322786,0.006897954,0.9812233,0.000024322395,0.00054595876,0.0021094293,0.00013699614],"about_ca_topic_score_codex":0.03888971,"about_ca_topic_score_gemma":0.00849601,"teacher_disagreement_score":0.9764785,"about_ca_system_score_codex":0.000026813157,"about_ca_system_score_gemma":0.000027393331,"threshold_uncertainty_score":0.9675104},"labels":[],"label_agreement":null},{"id":"W2010785438","doi":"10.1190/geo2011-0445.1","title":"Elastic finite-difference modeling of volcanic-hosted massive sulfide deposits: A case study from Half Mile Lake, New Brunswick, Canada","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Volcano; Borehole; Gabbro; Seismogram; Sulfide; Geochemistry; Plume; Mineralogy; Seismology; Paleontology; Basalt; Thermodynamics","score_opus":0.0184597802441646,"score_gpt":0.205410546565352,"score_spread":0.1869507663211874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010785438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941426,0.0003181025,0.0044609364,0.00005986412,0.00037930923,0.0001888711,0.000119563556,0.00005964324,0.00027114377],"genre_scores_gemma":[0.9983024,0.000008615911,0.00081392477,0.00040107692,0.00015905555,6.7057874e-7,0.000107849286,0.000007099788,0.00019930681],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987442,0.000073737756,0.0002702013,0.00023055791,0.00031126005,0.00037007107],"domain_scores_gemma":[0.99898076,0.00030631892,0.0001241924,0.00029140204,0.00007573964,0.00022157207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007882556,0.00018597559,0.00025664154,0.000045185807,0.00013484323,0.000027289529,0.00021729445,0.000046809004,0.00017256597],"category_scores_gemma":[0.00006171575,0.00016617519,0.000046174224,0.00022489124,0.000031006977,0.0001971937,0.000029625287,0.00018401536,0.000026778916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009043056,0.0002466316,0.91517204,0.000041634867,0.0001766715,0.0006620202,0.0053265477,0.024700368,0.00009433581,0.000030607625,0.0050220466,0.048436653],"study_design_scores_gemma":[0.0010283246,0.00037489683,0.090039864,0.00012903257,0.0002510888,0.00009028685,0.009043137,0.8949796,0.0013607892,0.0009409477,0.000979336,0.00078267796],"about_ca_topic_score_codex":0.99233913,"about_ca_topic_score_gemma":0.9581071,"teacher_disagreement_score":0.87027925,"about_ca_system_score_codex":0.000013067983,"about_ca_system_score_gemma":0.0008292508,"threshold_uncertainty_score":0.67764276},"labels":[],"label_agreement":null},{"id":"W2010793653","doi":"10.1190/1.1845254","title":"A 3D seismic fracture interpretation method for exploration of Lower Dakota alluvial gas sands, San Juan Basin, New Mexico","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GeoSpectrum Technologies (Canada)","funders":"","keywords":"Lineament; Geology; Horizon; Petrophysics; Seismic attribute; Seismology; Mineral resource classification; Alluvium; Structural basin; Borehole; Geomorphology; Geochemistry; Geotechnical engineering","score_opus":0.019023365033955526,"score_gpt":0.26654426108852114,"score_spread":0.24752089605456562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010793653","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006286133,0.00008351772,0.98362577,0.0049246866,0.00031288105,0.0002945894,0.000032626394,0.00013579284,0.0043040263],"genre_scores_gemma":[0.77830476,0.000032996337,0.21149191,0.009346476,0.0001169764,0.0000021959734,0.00028263847,0.000006094041,0.00041598736],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990732,0.0000504169,0.0002655136,0.00024239709,0.00018624835,0.00018224423],"domain_scores_gemma":[0.9994415,0.0001072325,0.00012525808,0.00017182379,0.00006579931,0.00008836019],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030154016,0.00013739703,0.00018687469,0.0001202308,0.00007997565,0.000043109405,0.00015939656,0.000089500594,0.0014703796],"category_scores_gemma":[0.000068650035,0.00010932486,0.0000936703,0.00013546155,0.000036534046,0.00070196076,0.000006909243,0.00009922865,0.00004517696],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008363356,0.00008272445,0.0014043164,0.000061841936,0.00006555344,0.000004053702,0.003487851,0.04304128,0.00092583953,0.00025821404,0.27943635,0.6703956],"study_design_scores_gemma":[0.0017013144,0.001241682,0.0011247596,0.00014218072,0.00008088094,0.000019594674,0.0007478687,0.6138733,0.09280227,0.05699314,0.23079188,0.0004811053],"about_ca_topic_score_codex":0.008752471,"about_ca_topic_score_gemma":0.0002035411,"teacher_disagreement_score":0.7721338,"about_ca_system_score_codex":0.000009366549,"about_ca_system_score_gemma":0.000109235436,"threshold_uncertainty_score":0.9994424},"labels":[],"label_agreement":null},{"id":"W2011035289","doi":"10.1190/1.1817591","title":"Integrated fractured reservoir characterization by using 3‐D prestack seismic data and log data","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centennial College","funders":"","keywords":"Prestack; Geology; Reservoir modeling; Seismology; Characterization (materials science); Computer science; Petroleum engineering; Materials science","score_opus":0.05785397873477181,"score_gpt":0.2654047415733179,"score_spread":0.20755076283854607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011035289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9096576,0.0009201199,0.07744858,0.0016056232,0.00038001858,0.00035804074,0.0044609276,0.0003712723,0.004797796],"genre_scores_gemma":[0.96419907,0.00024314187,0.008072742,0.0031651019,0.000026651694,1.3870323e-7,0.023332914,0.0000056498748,0.000954594],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989619,0.000115196766,0.00016157624,0.00043627646,0.00013965882,0.00018537021],"domain_scores_gemma":[0.9988669,0.000050324168,0.000065759144,0.00091118284,0.000027196007,0.000078630546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036833264,0.000116956806,0.000115725175,0.000055630688,0.00012925724,0.00012910616,0.0006019071,0.000068562935,0.0010951319],"category_scores_gemma":[0.00015102907,0.00008977598,0.0000061480023,0.00015675795,0.00007154259,0.001140626,0.00007753025,0.00013295199,0.000024079589],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055340417,0.000048910857,0.13356224,0.000044483655,0.00004648263,0.000012348385,0.00019913637,0.00010639355,0.007104526,0.00001859759,0.6601734,0.1986281],"study_design_scores_gemma":[0.00007367716,0.000012393199,0.0009332992,0.000010251066,0.000007818708,0.000009688784,0.000050275274,0.5657042,0.0013002775,0.000061531784,0.4317453,0.000091269634],"about_ca_topic_score_codex":0.0045878873,"about_ca_topic_score_gemma":0.000039088693,"teacher_disagreement_score":0.56559783,"about_ca_system_score_codex":0.0000028665947,"about_ca_system_score_gemma":0.00005580405,"threshold_uncertainty_score":0.999818},"labels":[],"label_agreement":null},{"id":"W2011268935","doi":"10.1190/1.2734109","title":"A borehole-model-derived algorithm for estimating QP logs from full-waveform sonic logs","year":2007,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada","funders":"","keywords":"Borehole; Attenuation; Amplitude; Geology; Sonic logging; Waveform; Algorithm; Acoustics; Geometry; Optics; Computer science; Mathematics; Physics; Geotechnical engineering","score_opus":0.017244696737881555,"score_gpt":0.23671445578593492,"score_spread":0.21946975904805335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011268935","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15717502,0.00008756948,0.839902,0.00018567704,0.0004222669,0.000218679,0.000201498,0.0002572811,0.0015500409],"genre_scores_gemma":[0.27896374,0.000012789378,0.71720403,0.0023273043,0.0005666747,0.0000033296137,0.00070118456,0.00001279336,0.00020816615],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868506,0.00001293775,0.00025047062,0.0003270407,0.00022292446,0.00050156156],"domain_scores_gemma":[0.9992605,0.00017722548,0.00012483823,0.00024606002,0.000071082584,0.00012032317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031909757,0.00019030504,0.00021399514,0.00005890206,0.0002533767,0.00006245534,0.00025037213,0.00009432671,0.000106361644],"category_scores_gemma":[0.000026133202,0.00016926952,0.00011585677,0.00014582725,0.00009822371,0.00026765137,0.000021247271,0.0001811339,0.0001929018],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021375738,0.000017284665,0.00031767474,0.00000940896,0.000016607388,0.0000049407863,0.00031219356,0.0006313354,0.00038467543,0.000030324427,0.0028622693,0.9953919],"study_design_scores_gemma":[0.0003325821,0.00012168543,0.0012128049,0.000027121734,0.000022239003,0.0000036962585,0.0001562164,0.9608324,0.0044253794,0.03021797,0.0024020795,0.0002458017],"about_ca_topic_score_codex":0.0041700797,"about_ca_topic_score_gemma":0.000053450764,"teacher_disagreement_score":0.9951461,"about_ca_system_score_codex":0.000013766152,"about_ca_system_score_gemma":0.00006570918,"threshold_uncertainty_score":0.69026107},"labels":[],"label_agreement":null},{"id":"W2011574723","doi":"10.1190/1.1844071","title":"Feasibility study of time‐lapse seismic monitoring for heavy oil reservoir development — The rock‐physical basis","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Petroleum engineering; Mining engineering; Environmental science","score_opus":0.037450421325244544,"score_gpt":0.26770552230192257,"score_spread":0.23025510097667803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011574723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940885,0.000045342524,0.00044977607,0.00021176897,0.00012662802,0.0002664372,0.000006430079,0.00007966089,0.0047254856],"genre_scores_gemma":[0.9953555,0.000005622876,0.0023550948,0.00018145681,0.00003794981,0.000007624085,0.0000055174523,0.0000034747873,0.0020477471],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989026,0.00013688822,0.00022314864,0.0002499672,0.00026139652,0.00022600335],"domain_scores_gemma":[0.99922436,0.00028088505,0.000061512306,0.00029693663,0.00007435294,0.00006196581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071034866,0.00011979516,0.00017619385,0.000044722092,0.00027002257,0.000027941278,0.00025042787,0.000029151759,0.00020411694],"category_scores_gemma":[0.00011108798,0.00007374651,0.000058150214,0.00017020735,0.000032388645,0.00011339313,0.000014989713,0.00009711292,0.000053689553],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002673947,0.0010630183,0.8441454,0.000091263835,0.00010767926,0.0000028035965,0.0061197467,0.0048785415,0.0001965326,0.00002307322,0.020778658,0.12232587],"study_design_scores_gemma":[0.0036865866,0.002447481,0.22193377,0.00013781995,0.00014773598,0.000016639624,0.025309404,0.24616669,0.39834613,0.003130837,0.09736261,0.0013143076],"about_ca_topic_score_codex":0.0016441616,"about_ca_topic_score_gemma":0.000029783145,"teacher_disagreement_score":0.62221164,"about_ca_system_score_codex":0.000011350203,"about_ca_system_score_gemma":0.00007563845,"threshold_uncertainty_score":0.3007295},"labels":[],"label_agreement":null},{"id":"W2011575535","doi":"10.1029/2011jb008672","title":"Seismic velocities and anisotropy of core samples from the Chinese Continental Scientific Drilling borehole in the Sulu UHP terrane, eastern China","year":2011,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Bedford Institute of Oceanography; Polytechnique Montréal","funders":"","keywords":"Geology; Terrane; Anisotropy; Borehole; Seismic anisotropy; Overburden pressure; Shear (geology); Scientific drilling; Drilling; Seismology; Mineralogy; Geophysics; Petrology; Geotechnical engineering; Tectonics; Materials science; Mantle (geology)","score_opus":0.0556188727182771,"score_gpt":0.2857548031926954,"score_spread":0.23013593047441833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011575535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99731195,0.0011424678,0.00011156198,0.0006544126,0.00013279488,0.00011933921,0.000041742744,0.0000067155547,0.0004790166],"genre_scores_gemma":[0.998521,0.00014723372,0.00090696255,0.00013779233,0.00018650421,6.0408803e-7,0.000009474672,0.000004219971,0.00008625255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980129,0.00032988965,0.00034094535,0.00016858762,0.0008328177,0.0003148477],"domain_scores_gemma":[0.9985136,0.0008555268,0.00017107964,0.00021462061,0.00015874371,0.00008643707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014661334,0.000121447905,0.000246538,0.000032188673,0.00030117575,0.00015875135,0.00070724834,0.00003995702,0.00024561913],"category_scores_gemma":[0.00030525372,0.000058290774,0.00009775883,0.00039134512,0.0011357332,0.00029996765,0.00005273699,0.0005652444,0.000010532393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038139438,0.000101720405,0.9437708,0.000018949164,0.000036437134,0.000037562622,0.009676976,0.0000379552,0.000571562,0.000092202106,0.0049025947,0.040371843],"study_design_scores_gemma":[0.00037140385,0.00039899343,0.9494879,0.000117914016,0.000008798111,0.000018243978,0.0050898595,0.020286098,0.0006014229,0.022405518,0.0011352542,0.00007859624],"about_ca_topic_score_codex":0.05471912,"about_ca_topic_score_gemma":0.00061258656,"teacher_disagreement_score":0.054106534,"about_ca_system_score_codex":0.000006351538,"about_ca_system_score_gemma":0.000095445204,"threshold_uncertainty_score":0.9515756},"labels":[],"label_agreement":null},{"id":"W2011804641","doi":"10.1190/1.1438878","title":"Effective processing of nonrepeatable 4-D seismic data to monitor heavy oil SAGD steam flood at East Senlac, Saskatchewan, Canada","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BP (Canada); Canadian Natural Resources","funders":"","keywords":"Flood myth; Petroleum engineering; Environmental science; Steam injection; Geology; Geography; Archaeology","score_opus":0.023877449994365935,"score_gpt":0.23871777244040507,"score_spread":0.21484032244603912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011804641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98730296,0.0009449096,0.00043448692,0.0020941296,0.00054945244,0.00021480284,0.00023335715,0.00013206489,0.008093847],"genre_scores_gemma":[0.98728585,0.000022262084,0.00050333666,0.001984409,0.0002297798,0.0000025469144,0.00011142624,0.000009733101,0.00985067],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858457,0.000118870375,0.00021382714,0.00036238605,0.00031595625,0.00040440538],"domain_scores_gemma":[0.9988867,0.00017388909,0.00010310686,0.0006474782,0.000057785357,0.0001310599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005801148,0.00017453813,0.0002471412,0.00006491818,0.00034267321,0.000046546753,0.000756288,0.00004636215,0.00011364055],"category_scores_gemma":[0.00006342903,0.00012646825,0.00002926251,0.00034301734,0.000087125714,0.00025700516,0.000114192735,0.00019308098,0.00013011845],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015040957,0.000021453268,0.020908304,0.00009493707,0.000032263128,0.000023323897,0.0021164701,0.0012706206,0.0008904362,2.7676975e-7,0.18924439,0.78524715],"study_design_scores_gemma":[0.0009560201,0.00036596172,0.019234145,0.00095246406,0.00017142338,0.00032529855,0.011772295,0.20342094,0.07088348,0.00007523476,0.69072104,0.001121676],"about_ca_topic_score_codex":0.56617343,"about_ca_topic_score_gemma":0.28302953,"teacher_disagreement_score":0.78412545,"about_ca_system_score_codex":0.000057682206,"about_ca_system_score_gemma":0.00023925594,"threshold_uncertainty_score":0.7300533},"labels":[],"label_agreement":null},{"id":"W2012105612","doi":"10.2118/169421-ms","title":"Porosity and Density Estimation from Seismic Inversion in Tight Gas Sandstones","year":2014,"lang":"en","type":"article","venue":"SPE Latin America and Caribbean Petroleum Engineering Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; University of Calgary; ConocoPhillips","keywords":"Porosity; Geology; Seismic inversion; Inversion (geology); Permeability (electromagnetism); Electrical impedance; Frequency band; Acoustic impedance; Stack (abstract data type); Tight gas; Inverse transform sampling; Mineralogy; Seismology; Geotechnical engineering; Geometry; Surface wave; Mathematics; Hydraulic fracturing; Computer science; Physics","score_opus":0.00555602466669019,"score_gpt":0.17307742813552393,"score_spread":0.16752140346883374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012105612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95880663,0.00012067362,0.03930602,0.0005914005,0.00009550078,0.000047095546,0.000018877148,0.00011411341,0.00089965813],"genre_scores_gemma":[0.9915828,0.00014797317,0.0077818423,0.00035411562,0.00002869085,5.895149e-7,0.00007212632,0.000003985693,0.000027858261],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992287,0.0000390566,0.00014551065,0.0002696716,0.0001252493,0.00019182544],"domain_scores_gemma":[0.99959147,0.000105815954,0.00005462826,0.00013053018,0.00001739002,0.000100163394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010167943,0.00014874422,0.00020673788,0.000106567895,0.00007110458,0.00006355084,0.00008543835,0.000057042595,0.00009751479],"category_scores_gemma":[0.0000493145,0.00014055158,0.000019471856,0.00010015131,0.000086865046,0.0001577628,0.00002404452,0.00017611602,0.000012463749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004480998,0.000015807998,0.462933,0.0000620895,0.000016924403,0.000012358784,0.0010454168,0.018603975,0.0024740133,0.0001685013,0.0008007795,0.5138223],"study_design_scores_gemma":[0.000168354,0.000052054234,0.18338995,0.00004512148,0.000008344714,0.0000035325086,0.0000843902,0.8132605,0.00077240577,0.00053186965,0.0015318524,0.00015163221],"about_ca_topic_score_codex":0.011309323,"about_ca_topic_score_gemma":0.00008123627,"teacher_disagreement_score":0.7946565,"about_ca_system_score_codex":0.0000074150857,"about_ca_system_score_gemma":0.000015453104,"threshold_uncertainty_score":0.9952744},"labels":[],"label_agreement":null},{"id":"W2012215835","doi":"10.1190/1.2370160","title":"Fundamental parameters of spherical‐wave reflection coefficients","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Wavelet; Reflection (computer programming); Overburden; Spherical wave; Set (abstract data type); Computer science; Plane (geometry); Physics; Algorithm; Geology; Mathematics; Optics; Geometry; Artificial intelligence","score_opus":0.02158633750162706,"score_gpt":0.22666196744792588,"score_spread":0.20507562994629883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012215835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8762947,0.000050157574,0.00984888,0.00013375223,0.0002129184,0.00007503983,0.000010483498,0.00012701283,0.113247074],"genre_scores_gemma":[0.98223317,0.0000042144607,0.015984347,0.00047196186,0.000014175537,1.6717384e-7,0.000033218195,0.0000011889626,0.0012575717],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949473,0.000020652538,0.0001255957,0.00010781357,0.00013674017,0.00011449447],"domain_scores_gemma":[0.9998154,0.000027359041,0.00004266533,0.000074321346,0.0000154327,0.00002480344],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008150026,0.000052562,0.000071573,0.000038107955,0.000045266694,0.000013622889,0.00005084982,0.000025058838,0.0015412259],"category_scores_gemma":[0.0000054275583,0.000041333304,0.00003493998,0.0001425364,0.00007135725,0.00006784031,0.0000035401247,0.000040136205,0.00006694994],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008794495,0.0001359822,0.48971155,0.000020825364,0.000016712258,0.000007938443,0.000086369306,0.0019801653,0.0029423342,0.00013972553,0.14538155,0.3594889],"study_design_scores_gemma":[0.0010214467,0.001110392,0.255228,0.0000522344,0.00003753729,0.00006135225,0.0009538412,0.2683887,0.3396301,0.0054303315,0.12740768,0.00067835907],"about_ca_topic_score_codex":0.017233554,"about_ca_topic_score_gemma":0.00004959978,"teacher_disagreement_score":0.35881054,"about_ca_system_score_codex":0.0000040205073,"about_ca_system_score_gemma":0.000008186909,"threshold_uncertainty_score":0.9993715},"labels":[],"label_agreement":null},{"id":"W2012408677","doi":"10.1144/gsl.sp.2007.277.01.08","title":"Curvature for visualization of seismic geomorphology","year":2007,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Visualization; Geomorphology; Curvature; Seismology; Geometry; Computer science; Mathematics; Data mining","score_opus":0.021703942676750965,"score_gpt":0.2669065653016878,"score_spread":0.24520262262493686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012408677","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21605818,0.00051934144,0.7098537,0.017506551,0.0010389321,0.0011969248,0.00044964332,0.0005968468,0.052779894],"genre_scores_gemma":[0.9725146,0.00012011603,0.016368845,0.0067318017,0.0011157579,0.000006872341,0.0016533133,0.000004667497,0.0014839974],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989755,0.000028743018,0.00029630712,0.00024034706,0.00016138658,0.00029767767],"domain_scores_gemma":[0.999077,0.00028443642,0.00015266053,0.00016375224,0.00023524078,0.00008687223],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068101904,0.000098432174,0.00016457672,0.000058857386,0.00021476367,0.000022671797,0.00024505943,0.00017162178,0.0031311305],"category_scores_gemma":[0.00021459263,0.00008115552,0.0001722409,0.00045965746,0.00028648172,0.00015325463,0.000016886772,0.00012514598,0.00003659613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005678452,0.000113428294,0.20649467,0.000020214924,0.000035291036,4.5262104e-7,0.00027474103,0.00019116422,0.00018791194,0.02730277,0.6979904,0.06733213],"study_design_scores_gemma":[0.000284812,0.00011853066,0.15489304,0.0000031979014,0.000016509588,0.0000065671315,0.00015322313,0.008647251,0.0009620285,0.011277037,0.8235028,0.0001350162],"about_ca_topic_score_codex":0.0005236698,"about_ca_topic_score_gemma":0.000060647726,"teacher_disagreement_score":0.75645643,"about_ca_system_score_codex":0.000009349094,"about_ca_system_score_gemma":0.00003992929,"threshold_uncertainty_score":0.99778014},"labels":[],"label_agreement":null},{"id":"W2012718394","doi":"10.1190/geo2013-0466.1","title":"Comment on: “Application of the variable projection scheme for frequency-domain full-waveform inversion” (M. Li, J. Rickett, and A. Abubakar, G <scp>eophysics</scp> , 78, no. 6, R249–R257)","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Petrobras; BG Group","keywords":"Inverse; Algorithm; Geology; Computer science; Mathematics; Library science; Geometry","score_opus":0.007823118996723478,"score_gpt":0.1931211986847057,"score_spread":0.18529807968798223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012718394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92645353,0.00007152009,0.034483388,0.0034285907,0.0011031547,0.0019677104,0.0002091366,0.0002711024,0.032011855],"genre_scores_gemma":[0.9400155,0.000057981673,0.044169925,0.014172372,0.00066028343,0.000053963784,0.0003365149,0.0000227969,0.0005106919],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988646,0.00006305819,0.00022659321,0.00030346104,0.00027123795,0.00027102962],"domain_scores_gemma":[0.9989038,0.0002650741,0.00022827744,0.0003945211,0.00014097971,0.00006733037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037203892,0.00017938475,0.00020374061,0.00005382061,0.00033102627,0.00003772131,0.00025958964,0.00008593112,0.000012539357],"category_scores_gemma":[0.00007887009,0.00013251907,0.000085105654,0.0002926418,0.00014298492,0.00020539062,0.00003333464,0.0001749495,0.00008914345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025297605,0.0008163922,0.082306065,0.0012347054,0.0002903675,9.848155e-7,0.0043472107,0.00035858035,0.029079555,0.084940985,0.47142044,0.32495174],"study_design_scores_gemma":[0.001393661,0.0014252303,0.014529449,0.00017183644,0.00007951216,0.0000053480926,0.0005653264,0.24111837,0.01863139,0.2704859,0.45124105,0.0003529315],"about_ca_topic_score_codex":0.0030002904,"about_ca_topic_score_gemma":0.000011401602,"teacher_disagreement_score":0.3245988,"about_ca_system_score_codex":0.000017420927,"about_ca_system_score_gemma":0.000048987553,"threshold_uncertainty_score":0.54039705},"labels":[],"label_agreement":null},{"id":"W2013017141","doi":"10.3997/2214-4609.20140672","title":"Multilevel Acceleration Strategy for the Robust Estimation of Primaries by Sparse Inversion","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Decimation; Inversion (geology); Computer science; Algorithm; Interpolation (computer graphics); Sparse matrix; Acceleration; Multivariate interpolation; Filter (signal processing); Artificial intelligence; Computer vision; Geology","score_opus":0.03795960880710743,"score_gpt":0.23392281636437265,"score_spread":0.1959632075572652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013017141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63380986,0.00041360524,0.34349498,0.0047096824,0.0004602083,0.0014013823,0.00010398185,0.00039012978,0.015216133],"genre_scores_gemma":[0.9909003,0.000026645293,0.008266449,0.00049264316,0.00003618483,0.0000035761634,0.000059448113,0.0000024753192,0.00021228171],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995032,0.0000047678104,0.00013127296,0.00012134806,0.00012838369,0.000111057765],"domain_scores_gemma":[0.99962443,0.00010623838,0.000104497616,0.000044152206,0.000094807954,0.00002586832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031994365,0.00006979131,0.00007882152,0.000036087247,0.00016744557,0.00006449116,0.00013310563,0.00004081554,0.00007598313],"category_scores_gemma":[0.00013839941,0.000047317197,0.000026200156,0.000067875495,0.000072759365,0.0003596941,0.0000062808394,0.000053835174,0.000007915852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005820304,0.000014561359,0.009831611,0.00009899751,0.0000089061,1.560092e-8,0.00043079027,0.0039243535,0.0010001546,0.0006608325,0.19730969,0.78666186],"study_design_scores_gemma":[0.00015300937,0.000102339334,0.0031480447,0.000015710484,0.000012136766,7.0245284e-7,0.00017588575,0.9539471,0.027109336,0.0014537588,0.013815726,0.00006622639],"about_ca_topic_score_codex":0.0006638568,"about_ca_topic_score_gemma":0.000002824212,"teacher_disagreement_score":0.95002276,"about_ca_system_score_codex":0.0000034112966,"about_ca_system_score_gemma":0.000013695959,"threshold_uncertainty_score":0.19295393},"labels":[],"label_agreement":null},{"id":"W2013190483","doi":"10.1190/1.1635031","title":"Integrated prestack depth migration of vertical seismic profile and surface seismic data from the Rocky Mountain Foothills of southern Alberta, Canada","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Seismology; Vertical seismic profile; Borehole; Foothills; Data set; Seismic migration; Cartography; Geotechnical engineering","score_opus":0.01501338018570001,"score_gpt":0.20082436135128165,"score_spread":0.18581098116558165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013190483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966519,0.00019979622,0.00072701887,0.00031754028,0.000065374785,0.00014727496,0.0013049,0.000013709581,0.0005725177],"genre_scores_gemma":[0.99764997,0.000024903515,0.000529037,0.0007118783,0.00001551525,3.5547694e-7,0.000824257,0.0000044015424,0.0002397007],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990949,0.00012480117,0.00019896604,0.00021505037,0.00020742924,0.00015882734],"domain_scores_gemma":[0.99907875,0.0003380308,0.00007786082,0.00040341265,0.000055794055,0.000046123027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014280445,0.0001142831,0.00016173681,0.000010588082,0.00006781737,0.00001706264,0.00028636827,0.000043579355,0.000113323724],"category_scores_gemma":[0.00008718642,0.00007857048,0.000018826311,0.00013556976,0.00010720954,0.00012036231,0.000023063487,0.00012420026,0.000013988839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023711073,0.00012946993,0.7403448,0.00012277551,0.00023161454,0.0000065318713,0.003933402,0.008748403,0.0025864579,0.00015244828,0.19235961,0.05114732],"study_design_scores_gemma":[0.00032191028,0.000092595605,0.024115618,0.0000749121,0.00007313566,0.0000033838498,0.0028795619,0.9139373,0.024246031,0.0019489543,0.03204886,0.0002577975],"about_ca_topic_score_codex":0.98065794,"about_ca_topic_score_gemma":0.5613951,"teacher_disagreement_score":0.90518886,"about_ca_system_score_codex":0.0000064603387,"about_ca_system_score_gemma":0.0003020704,"threshold_uncertainty_score":0.44660828},"labels":[],"label_agreement":null},{"id":"W2013190964","doi":"10.1093/gji/ggs035","title":"2-D reconstruction of boundaries with level set inversion of traveltimes","year":2012,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Slowness; Geology; Inversion (geology); Borehole; Geophysics; Boundary (topology); Jump; Tomography; Crust; Seismic tomography; Geodesy; Seismology; Geometry; Mathematical analysis; Mantle (geology); Mathematics; Optics; Tectonics; Geotechnical engineering; Physics","score_opus":0.024767864317404742,"score_gpt":0.23530305778224397,"score_spread":0.21053519346483923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013190964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925157,0.000051166917,0.0023716977,0.00046091355,0.0006691698,0.00002593467,0.000060935137,0.000009326644,0.0038351987],"genre_scores_gemma":[0.99417067,0.000020518064,0.0052623893,0.0001221268,0.00022709533,8.891372e-8,0.000021542883,0.0000015860949,0.00017399403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993466,0.000029291801,0.00016908991,0.000055089284,0.00029305043,0.00010686614],"domain_scores_gemma":[0.9995484,0.000037020713,0.00017621672,0.00004654946,0.00013000658,0.000061830804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015412792,0.000059207796,0.00010091714,0.00009245675,0.000073346455,0.00002779167,0.00012922961,0.000025316363,0.0006879617],"category_scores_gemma":[0.000022934093,0.00004225377,0.00005373396,0.00006703206,0.0002461065,0.00036081384,0.000007248504,0.00011847144,0.000015094443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038859478,0.000099101955,0.5980982,0.000018967483,0.00016684459,0.000002838631,0.00105746,0.00011164949,0.0015662586,0.0011325834,0.013355129,0.38400236],"study_design_scores_gemma":[0.0012538653,0.00085366867,0.8352778,0.0003084809,0.00007311353,0.0011083784,0.001736813,0.019393925,0.09523502,0.011018504,0.03336189,0.00037855338],"about_ca_topic_score_codex":0.000602839,"about_ca_topic_score_gemma":0.000003422725,"teacher_disagreement_score":0.3836238,"about_ca_system_score_codex":0.0000054458087,"about_ca_system_score_gemma":0.000054110475,"threshold_uncertainty_score":0.7532698},"labels":[],"label_agreement":null},{"id":"W2013416281","doi":"10.1190/1.1816201","title":"Taylor series derivation of nonstationary wavefield extrapolators","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Taylor series; Series (stratigraphy); Geology; Geophysics; Computer science; Mathematical analysis; Mathematics","score_opus":0.009223731561596107,"score_gpt":0.19520742153058915,"score_spread":0.18598368996899303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013416281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7762486,0.00010414933,0.0013325524,0.0012991538,0.000093332885,0.00007944252,0.00002105916,0.00014527235,0.22067645],"genre_scores_gemma":[0.98873925,0.00005625781,0.0076521216,0.001023067,0.000016620765,2.4567822e-7,0.00004391149,0.0000010049133,0.0024674986],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99962854,0.000013702374,0.000111880705,0.00007610564,0.000093884366,0.00007588026],"domain_scores_gemma":[0.99983114,0.000031938005,0.000022178921,0.00007232448,0.000017316674,0.000025081705],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065138665,0.000044384728,0.000055003908,0.00004347234,0.000047918267,0.000008348842,0.00006112501,0.000026054826,0.029862767],"category_scores_gemma":[0.0000070343576,0.000035760844,0.000022079603,0.000098833734,0.000052650008,0.00025496903,0.0000012107223,0.00003362234,0.000110868255],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003765999,0.0000105150875,0.07090373,0.000010118757,0.000006404554,0.0000016033238,0.00024007398,0.0001427187,0.00017151401,0.0004384841,0.0186002,0.909437],"study_design_scores_gemma":[0.0006223004,0.00074430695,0.37887397,0.000060450926,0.000028285112,0.00009278842,0.002239391,0.098567575,0.15503655,0.024135483,0.3388562,0.0007427228],"about_ca_topic_score_codex":0.002214589,"about_ca_topic_score_gemma":0.00001888225,"teacher_disagreement_score":0.90869427,"about_ca_system_score_codex":7.314163e-7,"about_ca_system_score_gemma":0.000011095853,"threshold_uncertainty_score":0.9710241},"labels":[],"label_agreement":null},{"id":"W2013438082","doi":"10.1111/j.1365-246x.2006.03231.x","title":"Wavelet analysis of the coherence between Bouguer gravity and topography: application to the elastic thickness anisotropy in the Canadian Shield","year":2006,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; McGill University; University of British Columbia","funders":"","keywords":"Multitaper; Bouguer anomaly; Wavelet; Geology; Anisotropy; Lithosphere; Coherence (philosophical gambling strategy); Isotropy; Azimuth; Geodesy; Geometry; Optics; Physics; Gravity anomaly; Seismology; Mathematics; Amplitude; Tectonics; Algorithm; Statistics; Computer science","score_opus":0.007731724034744112,"score_gpt":0.2238547375594135,"score_spread":0.2161230135246694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013438082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797032,0.000021857226,0.002587212,0.016244246,0.00013134473,0.00011719161,0.000122182,0.000005168513,0.0010675957],"genre_scores_gemma":[0.9979015,0.0000036663878,0.00017162527,0.0016832777,0.00017581704,0.000001520966,0.000033646476,9.864444e-7,0.00002798514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991647,0.00009818575,0.000164747,0.00010328447,0.00034206995,0.00012703167],"domain_scores_gemma":[0.99950916,0.00017862832,0.000083427694,0.00011748811,0.00006473315,0.00004655851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036507403,0.000063153886,0.00009492284,0.00015026348,0.00022591086,0.000103023376,0.0005082939,0.00002866812,0.000053530115],"category_scores_gemma":[0.000027695514,0.00003085838,0.000081614155,0.0005656478,0.000111019486,0.00007769229,0.000013996578,0.00025785324,0.0000050449557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009604517,0.000016036094,0.9743323,0.0000012470801,0.00007558368,0.0000020611897,0.00027302353,0.0012883816,0.000037473164,0.002176842,0.0030994946,0.01868795],"study_design_scores_gemma":[0.000042625332,0.000017545011,0.9751107,0.0000067126143,0.000052529365,0.0000064278192,0.00006520021,0.009668693,0.000047404174,0.009991916,0.0049472502,0.00004297018],"about_ca_topic_score_codex":0.31387365,"about_ca_topic_score_gemma":0.123543784,"teacher_disagreement_score":0.19032988,"about_ca_system_score_codex":0.000011596059,"about_ca_system_score_gemma":0.00004521481,"threshold_uncertainty_score":0.89244926},"labels":[],"label_agreement":null},{"id":"W2013913026","doi":"10.1109/mcse.2006.49","title":"Seismic denoising with nonuniformly sampled curvelets","year":2006,"lang":"en","type":"article","venue":"Computing in Science & Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":262,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Technische Universiteit Delft","keywords":"Curvelet; Noise reduction; Computer science; Random noise; Noise (video); Grid; Extension (predicate logic); Data compression; Algorithm; Pattern recognition (psychology); Artificial intelligence; Mathematics; Wavelet transform; Wavelet; Geometry; Image (mathematics)","score_opus":0.007178482306704562,"score_gpt":0.19580702292597227,"score_spread":0.1886285406192677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013913026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91201997,0.00006225975,0.086109385,0.00007974542,0.00017514268,0.00007385733,0.0000012705144,0.00024252164,0.0012358595],"genre_scores_gemma":[0.97342974,0.0000015678664,0.02630724,0.0001652684,0.00006978196,2.2178357e-7,0.0000053751846,0.000004687941,0.000016113156],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998636,0.000009717719,0.00019614666,0.00031291274,0.00032934322,0.0005158671],"domain_scores_gemma":[0.9995777,0.0000899513,0.000051077444,0.00016924915,0.000043396314,0.000068616704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071370765,0.00013572029,0.00013444353,0.00037298584,0.00019738333,0.0001514907,0.00038868134,0.000024053925,0.000016358272],"category_scores_gemma":[0.000047654117,0.000115860006,0.000020373845,0.0010829424,0.00015553189,0.00039790553,0.000025561327,0.00017677163,0.00001940593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029606026,0.000009010353,0.15134753,0.0000073734627,8.366347e-7,0.000013406718,0.00017104851,0.83483315,0.0009914262,0.00009085786,0.000073842595,0.012458546],"study_design_scores_gemma":[0.00012735021,0.00003340267,0.21459928,0.00007781405,0.000001216332,0.000035200574,0.000028520728,0.7803404,0.0031519907,0.000036910635,0.0014125321,0.0001554082],"about_ca_topic_score_codex":0.004370853,"about_ca_topic_score_gemma":0.00003491838,"teacher_disagreement_score":0.06325176,"about_ca_system_score_codex":0.000028744225,"about_ca_system_score_gemma":0.00007625004,"threshold_uncertainty_score":0.6607451},"labels":[],"label_agreement":null},{"id":"W2014587165","doi":"10.1139/e01-003","title":"Time-frequency analysis of deep crustal reflection seismic data using Wigner-Ville distributions","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique","keywords":"Skeletonization; Instantaneous phase; Geology; Reflection (computer programming); Hilbert–Huang transform; Seismology; Energy (signal processing); Geophysics; Computer science; Radar; Artificial intelligence; Statistics","score_opus":0.0455515330707062,"score_gpt":0.26918355532039845,"score_spread":0.22363202224969225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014587165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856843,0.0010429234,0.0079651605,0.00053986197,0.00030301587,0.000048754206,0.00029013015,0.000015707463,0.0041101915],"genre_scores_gemma":[0.9949391,0.00005156573,0.0046196794,0.0002132469,0.000062076055,2.9771916e-8,0.000058479356,0.0000017873347,0.00005403244],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877304,0.00007924506,0.0003571059,0.0001861157,0.00029351428,0.0003109625],"domain_scores_gemma":[0.99891883,0.00006138471,0.00029184372,0.00022643217,0.00016401343,0.00033746782],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010089214,0.00008928514,0.00022350425,0.0009699242,0.00047087308,0.00009375419,0.00067822536,0.0000442017,0.0016844446],"category_scores_gemma":[0.00017350177,0.000073257,0.00009475379,0.0023249877,0.0006113541,0.00084765884,0.000009223189,0.00013110042,0.000013296821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001363327,0.000016702692,0.90134746,0.000006498907,0.00024238008,0.00011212365,0.00037398748,0.06707064,0.0004936396,0.000059581394,0.002264136,0.027999187],"study_design_scores_gemma":[0.00009624935,0.00019942042,0.06866224,0.00003475294,0.0002797052,0.00023127643,0.00056271994,0.91887206,0.0002600559,0.00046212904,0.010179568,0.00015980694],"about_ca_topic_score_codex":0.086283654,"about_ca_topic_score_gemma":0.07428113,"teacher_disagreement_score":0.85180146,"about_ca_system_score_codex":0.0000064793608,"about_ca_system_score_gemma":0.0009097222,"threshold_uncertainty_score":0.9992282},"labels":[],"label_agreement":null},{"id":"W2015243312","doi":"10.1190/geo2011-0410.1","title":"Fast randomized full-waveform inversion with compressive sensing","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Compressed sensing; Inverse problem; Computer science; Algorithm; Nonlinear system; Waveform; Mathematical optimization; Mathematics; Geology; Seismology","score_opus":0.009146068702173523,"score_gpt":0.19001461090042276,"score_spread":0.18086854219824924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015243312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521777,0.00017233923,0.008932628,0.0003151823,0.00047595284,0.0003032346,0.000013892729,0.00025057295,0.037358504],"genre_scores_gemma":[0.9931794,0.00002495635,0.0049275234,0.0013088286,0.00020815048,3.6125627e-7,0.00008027517,0.00000434631,0.0002661907],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991572,0.00007038497,0.000117182506,0.0001287959,0.00021383332,0.0003126221],"domain_scores_gemma":[0.9994736,0.00012064218,0.0000930168,0.00015647543,0.00004419299,0.00011207417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020932566,0.00012915491,0.00023915035,0.000046974706,0.00016628279,0.000033392163,0.000089421475,0.00003838202,0.0002283649],"category_scores_gemma":[0.000012926852,0.00008570007,0.000067022986,0.00013501651,0.00016977801,0.0003950292,0.000013485539,0.00013129164,0.00047258337],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016349846,0.00009488811,0.027209213,0.000089193425,0.00019735846,0.00002884062,0.0052021625,0.00072423456,0.00073913136,0.00067684293,0.0253957,0.9232926],"study_design_scores_gemma":[0.113803394,0.000789713,0.023488646,0.0005868209,0.0005497718,0.00030375773,0.0053868475,0.7287393,0.039846115,0.013521948,0.07010114,0.002882548],"about_ca_topic_score_codex":0.0022165223,"about_ca_topic_score_gemma":0.0000073880897,"teacher_disagreement_score":0.92041004,"about_ca_system_score_codex":0.000005068313,"about_ca_system_score_gemma":0.000018908491,"threshold_uncertainty_score":0.6074261},"labels":[],"label_agreement":null},{"id":"W2015388470","doi":"10.1190/1.2148115","title":"Automatic selection of reference velocities for recursive depth migration by peak search method","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Extrapolation; Interpolation (computer graphics); Algorithm; Range (aeronautics); Fourier transform; Selection (genetic algorithm); Distribution (mathematics); Computer science; Mathematics; Geodesy; Mathematical analysis; Geology; Telecommunications; Artificial intelligence","score_opus":0.029482363437584414,"score_gpt":0.2888831048425991,"score_spread":0.2594007414050147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015388470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5281042,0.00041672296,0.42771855,0.005189815,0.00015214292,0.0007720032,0.00015144837,0.00054234767,0.036952775],"genre_scores_gemma":[0.73905,0.000051547093,0.2582437,0.0005760968,0.000031054715,0.000002791832,0.0001414264,0.0000021616056,0.0019012236],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993986,0.000065543194,0.00014384404,0.00012443641,0.00013552647,0.00013208363],"domain_scores_gemma":[0.9996022,0.00016539407,0.00004953806,0.000060711387,0.00009055251,0.000031631553],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003600188,0.0000621477,0.00009469852,0.00007458232,0.0000816362,0.000018816689,0.00008563668,0.000043352007,0.0010614246],"category_scores_gemma":[0.00003783046,0.00005025767,0.000027879383,0.000113949056,0.000033038414,0.00019894361,0.0000026422865,0.00005854152,0.000022713588],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020469248,0.000012415148,0.0048091114,0.00003789108,0.000010788163,3.8155793e-8,0.00049189257,0.00015794644,0.0009247973,0.00023399448,0.14304595,0.8502547],"study_design_scores_gemma":[0.00014508567,0.00026209175,0.004393185,0.000020594325,0.000011768218,0.0000046897276,0.0007789727,0.75541246,0.19477588,0.0009820444,0.043098357,0.0001148341],"about_ca_topic_score_codex":0.005254207,"about_ca_topic_score_gemma":0.0005467941,"teacher_disagreement_score":0.85013986,"about_ca_system_score_codex":0.000007410081,"about_ca_system_score_gemma":0.000037465805,"threshold_uncertainty_score":0.99985176},"labels":[],"label_agreement":null},{"id":"W2015455300","doi":"10.1190/1.2756864","title":"Volumetric curvature attributes add value to 3D seismic data interpretation","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Curvature; Interpretation (philosophy); Geology; Value (mathematics); Computer science; Mathematics; Geometry; Statistics","score_opus":0.036096079569251545,"score_gpt":0.2763896780734254,"score_spread":0.24029359850417387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015455300","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37802774,0.004736073,0.5358691,0.014930035,0.0050840485,0.001047109,0.00053697673,0.0014651779,0.058303718],"genre_scores_gemma":[0.9834168,0.000020369509,0.0043472447,0.009190079,0.00027288508,3.886339e-7,0.00028032836,0.000005585645,0.0024663128],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989755,0.00006514852,0.00016975935,0.00027046868,0.00020671792,0.00031241032],"domain_scores_gemma":[0.99889237,0.00037821356,0.00005962251,0.000546293,0.000036378977,0.00008714413],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014964009,0.000113784365,0.0001221158,0.00020234469,0.00019709322,0.0000819814,0.0008599486,0.00005971686,0.00020379398],"category_scores_gemma":[0.00033800438,0.00007885857,0.00002912487,0.00070337264,0.000058174224,0.0002910755,0.000065347755,0.0002514522,0.0014091457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029407553,0.0000057076395,0.015490067,0.000008090372,0.000012593233,0.000004019992,0.0005562956,0.00043582916,0.00005443236,0.000021001719,0.47048572,0.51289684],"study_design_scores_gemma":[0.00009263833,0.00008449936,0.021763729,0.00006124767,0.000029015693,0.000021603908,0.00014345082,0.35517353,0.0013915238,0.00041524437,0.62061757,0.00020593604],"about_ca_topic_score_codex":0.0014374034,"about_ca_topic_score_gemma":0.00007956293,"teacher_disagreement_score":0.60538906,"about_ca_system_score_codex":0.000012165792,"about_ca_system_score_gemma":0.000022951404,"threshold_uncertainty_score":0.99936837},"labels":[],"label_agreement":null},{"id":"W2015619827","doi":"10.1007/bf02913935","title":"Seismic reflection image of the crust structure along the KCRT-2002 profile in the southern Korean peninsula","year":2007,"lang":"en","type":"article","venue":"Geosciences Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Geology; Seismology; Seismometer; Reflection (computer programming); Peninsula; Crust; Geodesy; Seismic wave; Geophysics","score_opus":0.012739907675514682,"score_gpt":0.236650899730776,"score_spread":0.2239109920552613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015619827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909028,0.00019030826,0.00046192107,0.0022951462,0.0006101421,0.00016091365,0.00002604297,0.000015477866,0.005337271],"genre_scores_gemma":[0.99780846,0.000022171138,0.00044330908,0.0011647546,0.00016623428,2.6717342e-7,0.0000020298273,0.000002040179,0.0003907573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983311,0.00025889179,0.00029379077,0.00015358797,0.000624274,0.00033833602],"domain_scores_gemma":[0.9992753,0.00015197769,0.00025094952,0.00021926373,0.000057096528,0.000045405544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031966208,0.0001098794,0.000102638,0.00010896891,0.00081247924,0.00017466165,0.001022883,0.00004864394,0.0008090072],"category_scores_gemma":[0.00011410309,0.000042288408,0.000080917795,0.0007121861,0.0005588343,0.0002755188,0.000021134967,0.0005621616,0.00001960119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086917054,0.00003057974,0.820083,0.00001562201,0.000011994448,0.000027379125,0.017845424,0.0009901857,0.0023322944,0.00003207038,0.0203695,0.13817501],"study_design_scores_gemma":[0.0004667129,0.00038079647,0.87639403,0.00010881235,0.0000354213,0.0019412293,0.031699132,0.053313024,0.011080969,0.0045564147,0.019716112,0.0003073166],"about_ca_topic_score_codex":0.007405285,"about_ca_topic_score_gemma":0.0011867807,"teacher_disagreement_score":0.13786769,"about_ca_system_score_codex":0.000009451513,"about_ca_system_score_gemma":0.00009003702,"threshold_uncertainty_score":0.9992045},"labels":[],"label_agreement":null},{"id":"W2015627488","doi":"10.1190/tle31040387.1","title":"Recent production and drilling success of the Stag oil field from multidisciplinary evaluation of OBC seismic data","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Subsea; Geology; Petroleum engineering; Drilling; Inversion (geology); Seismic survey; Oil field; Submarine pipeline; Multidisciplinary approach; Oil exploration; Seismology; Mining engineering; Structural basin; Paleontology; Oceanography; Engineering","score_opus":0.08874733921593367,"score_gpt":0.30736731545982704,"score_spread":0.21861997624389337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015627488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99305403,0.002367286,0.00008171434,0.0025064698,0.00079671165,0.00008679795,0.000033640168,0.000018053477,0.0010553057],"genre_scores_gemma":[0.9988265,0.0004615007,0.00024519302,0.00011790274,0.00015439485,5.061318e-7,0.000041382737,0.0000019596532,0.00015065075],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992382,0.00016820751,0.00013378738,0.00012366333,0.00023068191,0.00010546841],"domain_scores_gemma":[0.99923354,0.00016599825,0.00011675308,0.0004119863,0.000052497133,0.0000192263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015669554,0.000055347595,0.000082925406,0.000025651063,0.00012380732,0.000009567408,0.0002948089,0.000029062587,0.00009251364],"category_scores_gemma":[0.00026697473,0.000031221756,0.00001419342,0.00010696869,0.00008855521,0.0002568074,0.000061408115,0.00009897922,0.0000064221776],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025667248,0.000017975952,0.2713433,0.000027246635,0.000017361897,3.580828e-8,0.0027868443,0.00067212695,0.00124863,0.0000046743253,0.009999095,0.71385705],"study_design_scores_gemma":[0.00031599024,0.00006735778,0.18507615,0.00043374934,0.00026353064,0.000008572217,0.0019389854,0.6082425,0.18254626,0.0014723131,0.01938625,0.0002483604],"about_ca_topic_score_codex":0.0018756953,"about_ca_topic_score_gemma":0.000048742128,"teacher_disagreement_score":0.7136087,"about_ca_system_score_codex":0.0000045497195,"about_ca_system_score_gemma":0.000025785055,"threshold_uncertainty_score":0.2835503},"labels":[],"label_agreement":null},{"id":"W2015737013","doi":"10.1190/1.1845302","title":"Mapping HRAM lineaments using 2‐D wavelet transform in the sundre area, West Central Alberta, Canada","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wavelet transform; Lineament; Wavelet; Computer science; Geology; Remote sensing; Artificial intelligence; Seismology","score_opus":0.017742210750273105,"score_gpt":0.2029884956599396,"score_spread":0.1852462849096665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015737013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607051,0.00006720347,0.0012344085,0.0068341126,0.00026877603,0.00022616304,0.000024308916,0.000036952413,0.03060295],"genre_scores_gemma":[0.9905233,0.0000210084,0.0013055757,0.0078010126,0.00003807407,4.198979e-7,0.000054227512,0.0000021627652,0.00025421844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905384,0.000023526121,0.00017043746,0.00015307027,0.00022851826,0.00037058844],"domain_scores_gemma":[0.99972415,0.000053627035,0.000026788566,0.00011896377,0.000010996124,0.00006547043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013856529,0.00010786351,0.00010103956,0.000054636246,0.00013222329,0.000049901035,0.00022736627,0.00003545192,0.0008706578],"category_scores_gemma":[0.000010998925,0.000071284216,0.000031162283,0.00020328275,0.00003669289,0.00015471295,0.0000033044248,0.00014801537,0.000011026312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006419582,0.00016262176,0.6737888,0.000090873364,0.000065372806,0.0003436765,0.013217241,0.023251584,0.0000930302,0.00030216697,0.037205637,0.2514148],"study_design_scores_gemma":[0.0024550525,0.00020617846,0.3694657,0.00037487966,0.00003078071,0.0003542855,0.021411328,0.26773715,0.006466767,0.002899116,0.32723957,0.0013591731],"about_ca_topic_score_codex":0.9930244,"about_ca_topic_score_gemma":0.9472722,"teacher_disagreement_score":0.30432308,"about_ca_system_score_codex":0.00003983018,"about_ca_system_score_gemma":0.00027510035,"threshold_uncertainty_score":0.95330924},"labels":[],"label_agreement":null},{"id":"W2016002357","doi":"10.1190/1.1816111","title":"Addressing anisotropy in prestack depth migration: A Southern North Sea case study","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Prestack; Geology; Seismology; Anisotropy; North sea; Oceanography; Optics","score_opus":0.046767245447807,"score_gpt":0.2663199122830653,"score_spread":0.2195526668352583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016002357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863793,0.00005792472,0.000049196457,0.000184644,0.000020853986,0.00019801808,0.00002166554,0.0001441678,0.012944199],"genre_scores_gemma":[0.99629855,0.000013491708,0.0010000727,0.00071383495,0.000034336466,0.0000013393313,0.0000423916,0.0000027417427,0.0018932287],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921054,0.00009039671,0.00016040074,0.00020649764,0.0001471735,0.00018499301],"domain_scores_gemma":[0.9997089,0.000032583295,0.000023995623,0.00015612625,0.000014520766,0.00006388272],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013151189,0.00009722023,0.000099430305,0.00006841463,0.00012214587,0.00007540121,0.000102380196,0.000026956528,0.0041149477],"category_scores_gemma":[0.0000059365398,0.0000752903,0.000024205017,0.0002016309,0.000033261193,0.00020223252,0.0000040819045,0.000102489255,0.00034344158],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014867997,0.000039497703,0.89884627,0.0000021856808,0.0000029069422,0.0007618047,0.0015795985,0.0003434435,2.5684412e-7,1.9070465e-7,0.006205661,0.09220332],"study_design_scores_gemma":[0.0012089098,0.000585343,0.47422305,0.000034476245,0.000024902896,0.0010598731,0.02394274,0.47647452,0.000096032985,0.00010658117,0.021692447,0.0005511232],"about_ca_topic_score_codex":0.21704906,"about_ca_topic_score_gemma":0.09177888,"teacher_disagreement_score":0.47613108,"about_ca_system_score_codex":0.0000036500203,"about_ca_system_score_gemma":0.00002684992,"threshold_uncertainty_score":0.9967954},"labels":[],"label_agreement":null},{"id":"W2016233067","doi":"10.1190/int-2014-0105.1","title":"Diffraction imaging of polygonal faults within a submarine volcanic terrain, Maverick Basin, south Texas","year":2015,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University; University of Texas at Austin","keywords":"Diffraction; Curvature; Geology; Amplitude; Fault (geology); Geometry; Coherence (philosophical gambling strategy); Envelope (radar); Seismology; Physics; Mathematics; Optics; Computer science; Statistics","score_opus":0.012945210863078304,"score_gpt":0.228966960986304,"score_spread":0.2160217501232257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016233067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96404165,0.00012617429,0.020561043,0.0005856087,0.0007606973,0.00015061499,0.000038233262,0.00017044433,0.013565525],"genre_scores_gemma":[0.9969179,0.0000026510088,0.001530676,0.0010946495,0.00005134461,6.9329485e-7,0.00010365614,0.0000045335037,0.0002938743],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990809,0.000072300914,0.00026178977,0.00018604581,0.00025579068,0.00014319328],"domain_scores_gemma":[0.9994289,0.00004567093,0.00019610964,0.00013131839,0.00011579397,0.000082198865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003250699,0.00010693281,0.00013069206,0.00014972889,0.000035097753,0.000028806631,0.0001289418,0.00003476676,0.00027535463],"category_scores_gemma":[0.00015598937,0.00009311742,0.000050160794,0.00014824027,0.000073088515,0.0004065399,0.000012030439,0.00011669949,0.00011768878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039355582,0.00003114993,0.8386391,0.000029814002,0.00002672283,0.000008253742,0.008102313,0.0007935386,0.00042987877,0.00002400657,0.008429284,0.1430924],"study_design_scores_gemma":[0.00050446327,0.00020779026,0.21177225,0.00010908223,0.000029396615,0.000047701382,0.0021321652,0.7749222,0.0062381704,0.0018434653,0.001953251,0.00024007262],"about_ca_topic_score_codex":0.008093767,"about_ca_topic_score_gemma":0.00008111978,"teacher_disagreement_score":0.7741287,"about_ca_system_score_codex":0.00001821574,"about_ca_system_score_gemma":0.00006272848,"threshold_uncertainty_score":0.99851143},"labels":[],"label_agreement":null},{"id":"W2016336177","doi":"10.1190/1.1759454","title":"A practical method for estimating effective parameters of anisotropy from reflection seismic data","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transverse isotropy; Overburden; Offset (computer science); Anisotropy; Normal moveout; Geology; Isotropy; Reflection (computer programming); Arrival time; Geodesy; Amplitude versus offset; Seismic wave; Seismology; Geometry; Optics; Physics; Mathematics; Amplitude; Computer science","score_opus":0.051140118225059934,"score_gpt":0.34004415208866806,"score_spread":0.28890403386360813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016336177","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07289327,0.00001634017,0.92566884,0.00042522664,0.00026016068,0.00024774484,0.0002662114,0.0000758404,0.00014636245],"genre_scores_gemma":[0.22865945,0.0000031782636,0.770373,0.0004915246,0.00008189138,0.0000023868788,0.0003799905,0.000003361318,0.0000052325586],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992323,0.00006560673,0.00014346537,0.0002721965,0.00013186688,0.00015456461],"domain_scores_gemma":[0.9989115,0.00056946516,0.00012701137,0.0003105405,0.00004226373,0.000039210398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027369976,0.00009180678,0.00015964377,0.000032492666,0.00009133889,0.00002431293,0.00017147859,0.000045470373,0.000014195116],"category_scores_gemma":[0.00021390941,0.00008185247,0.000044423425,0.0001276377,0.000049397702,0.00033871547,0.000021822249,0.00011198699,0.000022675062],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002047452,0.00007412231,0.0010014168,0.000057016397,0.00009553124,0.000004456509,0.0004560741,0.014456264,0.0017187697,0.0002739339,0.005291499,0.97636616],"study_design_scores_gemma":[0.0003680238,0.00026992548,0.0008650827,0.000038265596,0.000059375798,0.0000049773485,0.0001025203,0.90767914,0.018074412,0.071605794,0.00081415067,0.000118340395],"about_ca_topic_score_codex":0.01911626,"about_ca_topic_score_gemma":0.000018786193,"teacher_disagreement_score":0.97624785,"about_ca_system_score_codex":0.000008659355,"about_ca_system_score_gemma":0.000059045036,"threshold_uncertainty_score":0.98741555},"labels":[],"label_agreement":null},{"id":"W2016687072","doi":"10.1190/1.1815912","title":"VSP‐traveltime inversion for linear‐velocity constants based on nonlinear regression with survey‐design applications","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Natural Resources; Université de Montréal; University of Calgary","funders":"","keywords":"Inversion (geology); Nonlinear system; Nonlinear regression; Linear regression; Regression; Geology; Computer science; Regression analysis; Mathematics; Statistics; Physics; Seismology","score_opus":0.031386747852301604,"score_gpt":0.24818499661636154,"score_spread":0.21679824876405993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016687072","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035715472,0.000087629414,0.89833117,0.0023968937,0.00015107042,0.0036399367,0.0013608397,0.0011225516,0.057194453],"genre_scores_gemma":[0.5944649,0.00006293685,0.38769618,0.010484931,0.00014202773,0.000028512259,0.0018146937,0.000019496278,0.0052863383],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988765,0.00012049731,0.00016808527,0.00033942223,0.00024838012,0.0002471078],"domain_scores_gemma":[0.99899375,0.00047375856,0.00005830937,0.00026561413,0.00008388715,0.00012465114],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057389576,0.00016399802,0.0001619476,0.000093685136,0.0002937919,0.000033281343,0.00016351296,0.00008573757,0.0037860842],"category_scores_gemma":[0.000026856616,0.000107669315,0.000042551077,0.00026119497,0.00012571945,0.00011479008,0.0000028652414,0.00012136682,0.00020500073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024208801,0.00020323246,0.03705162,0.000044538512,0.000023192535,0.000007304055,0.00005852515,0.009366673,0.000046098845,0.000015714637,0.109649636,0.8411126],"study_design_scores_gemma":[0.00058458553,0.00042154428,0.004119778,0.000048405473,0.000008812348,0.000002593829,0.00002020894,0.9459629,0.005078142,0.000092063005,0.043458775,0.00020220698],"about_ca_topic_score_codex":0.0015737902,"about_ca_topic_score_gemma":0.000044311444,"teacher_disagreement_score":0.9365962,"about_ca_system_score_codex":0.000007754851,"about_ca_system_score_gemma":0.00011154199,"threshold_uncertainty_score":0.9971246},"labels":[],"label_agreement":null},{"id":"W2016755848","doi":"10.1111/j.1365-246x.2009.04429.x","title":"Seismic tomography of the southern California crust based on spectral-element and adjoint methods","year":2009,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":373,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Seismogram; Multitaper; Seismology; Seismic tomography; Tomography; Inversion (geology); Sedimentary basin; Algorithm; Geophysics; Mantle (geology); Mathematics; Physics","score_opus":0.010686422684817828,"score_gpt":0.2527177138205391,"score_spread":0.24203129113572125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016755848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9296655,0.00010531634,0.02788898,0.031967204,0.0009408345,0.00017143294,0.0003172896,0.00005820451,0.008885215],"genre_scores_gemma":[0.9890038,0.000010731635,0.0059367116,0.004763563,0.00018981688,1.742149e-7,0.000008180638,0.0000017262885,0.00008534455],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991311,0.00010009364,0.00019079413,0.00011356393,0.0003363114,0.00012816877],"domain_scores_gemma":[0.99958533,0.0000742213,0.0001248119,0.00009058505,0.000055978293,0.000069055495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028842746,0.000088369874,0.000103313505,0.00009435301,0.0001013706,0.00004972832,0.00023987441,0.00002450608,0.0006287158],"category_scores_gemma":[0.000029454657,0.00005330171,0.00013215396,0.00009735446,0.000078587254,0.000054732398,0.00000829042,0.00023987202,0.000027780225],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029514576,0.0003023681,0.08109239,0.000009615352,0.000106614316,0.0000156418,0.000302985,0.008530525,0.0019165945,0.0005982573,0.019113578,0.8877163],"study_design_scores_gemma":[0.00057349744,0.00047883188,0.27657732,0.000113370574,0.000029147728,0.000058861107,0.00016276246,0.656675,0.00972392,0.028735306,0.026669614,0.00020236666],"about_ca_topic_score_codex":0.00019797627,"about_ca_topic_score_gemma":0.0000019707488,"teacher_disagreement_score":0.88751394,"about_ca_system_score_codex":0.000007395505,"about_ca_system_score_gemma":0.000026142177,"threshold_uncertainty_score":0.68839973},"labels":[],"label_agreement":null},{"id":"W2016777248","doi":"10.3997/2214-4609.20141406","title":"Lagrangian Constitutive Model for Bitumen Sands","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Poromechanics; Biot number; Viscoelasticity; Constitutive equation; Asphalt; Attenuation; Oil sands; Continuum mechanics; Mechanics; Rheology; Viscosity; Geotechnical engineering; Porous medium; Materials science; Geology; Porosity; Thermodynamics; Physics; Composite material","score_opus":0.01632882676594785,"score_gpt":0.21848170211542753,"score_spread":0.20215287534947968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016777248","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14649504,0.00017564354,0.12406232,0.0038500046,0.00040247786,0.0007207126,0.00010436712,0.0009602455,0.72322917],"genre_scores_gemma":[0.9844427,0.000007460963,0.012198205,0.0024442985,0.00007464874,0.000003444468,0.00001769491,0.000002538608,0.00080898916],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946564,0.000001962433,0.0000884173,0.00016818913,0.00009443397,0.00018135255],"domain_scores_gemma":[0.99975455,0.00003067687,0.00003903578,0.000036994737,0.00007112497,0.00006763258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020325674,0.00007966125,0.0000947228,0.00006343024,0.00013900278,0.000051601266,0.00012840025,0.000040971467,0.00006928094],"category_scores_gemma":[0.000066605404,0.000065146334,0.00003965938,0.000077559256,0.000085271815,0.00020797785,0.0000052872697,0.00005723945,0.000047679798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016430228,0.000037056652,0.13127857,0.00021288721,0.00004296658,5.857913e-7,0.0026942464,0.00044589367,0.0011477959,0.04812571,0.41927162,0.39657837],"study_design_scores_gemma":[0.0002029387,0.00006796637,0.0005421007,0.000017069717,0.00000988473,0.0000033754977,0.00008759714,0.9092738,0.0025593196,0.017348416,0.069766104,0.000121414596],"about_ca_topic_score_codex":0.0001748545,"about_ca_topic_score_gemma":0.0000031704155,"teacher_disagreement_score":0.9088279,"about_ca_system_score_codex":0.0000026790715,"about_ca_system_score_gemma":0.000017653936,"threshold_uncertainty_score":0.26565903},"labels":[],"label_agreement":null},{"id":"W2016794381","doi":"10.1190/1.3112764","title":"Application of multiscale waveform tomography for high-resolution velocity estimation in complex geologic environments: Canadian Foothills synthetic data example","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Foothills; Geology; Waveform; Tomography; High resolution; Geodesy; Remote sensing; Estimation; Seismology; Computer science; Cartography; Geography; Optics; Engineering; Physics; Telecommunications","score_opus":0.03906283675136851,"score_gpt":0.24520037231279282,"score_spread":0.2061375355614243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016794381","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47837785,0.000480885,0.50199735,0.009857171,0.00030084956,0.002563968,0.0010198373,0.00021975898,0.005182335],"genre_scores_gemma":[0.989128,0.00001409698,0.009229576,0.00058098725,0.000017610884,0.0000032128942,0.0009924308,0.0000018739696,0.00003222081],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932605,0.00003901721,0.00016068234,0.00019106195,0.00008808912,0.00019507286],"domain_scores_gemma":[0.9994326,0.0000879244,0.00007703987,0.00035293383,0.000008639729,0.00004083727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005097064,0.00007359036,0.00010809774,0.00011949597,0.00013693632,0.000013764135,0.00035446696,0.000047122197,0.000042513842],"category_scores_gemma":[0.000044013854,0.000055492597,0.000019750505,0.00014088622,0.00009599065,0.0001617641,0.000009550646,0.00007026198,0.000025659536],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025704305,0.000033044063,0.0105551705,0.000017870483,0.00000787915,4.018799e-7,0.00038737745,0.0033030098,0.0005198326,0.0004800739,0.0075412034,0.97712845],"study_design_scores_gemma":[0.00012654811,0.00006198296,0.2122902,0.00001344121,0.000009123773,0.0000017422105,0.000032389635,0.77151644,0.0009094493,0.0058792275,0.009080891,0.00007855703],"about_ca_topic_score_codex":0.21519619,"about_ca_topic_score_gemma":0.013853048,"teacher_disagreement_score":0.9770499,"about_ca_system_score_codex":0.000021320215,"about_ca_system_score_gemma":0.00001694546,"threshold_uncertainty_score":0.7900299},"labels":[],"label_agreement":null},{"id":"W2016996844","doi":"10.1190/1.1845142","title":"Integration of geophysical methods with reservoir simulation","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Geology; Saturation (graph theory); Reservoir simulation; Amplitude; Oil production; Seismic inversion; Oil field; Seismology; Geophysics; Petroleum engineering; Meteorology","score_opus":0.02868736832658257,"score_gpt":0.30455117105617285,"score_spread":0.27586380272959027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016996844","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4321799,0.0000147370465,0.5499921,0.00040459223,0.000032276734,0.00006301718,0.0000022038603,0.00008208671,0.017229091],"genre_scores_gemma":[0.79454774,0.000001760693,0.20508027,0.00022481146,0.000012033172,1.2849118e-7,0.00001433915,7.5736614e-7,0.00011815611],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996539,0.000031930642,0.00007794232,0.00007927044,0.000095672905,0.000061313665],"domain_scores_gemma":[0.99975646,0.00006828936,0.000031114134,0.00008244508,0.000039544688,0.00002217646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014672,0.000041219682,0.00006275709,0.000041893996,0.000029087189,0.000008356024,0.000055504384,0.000019890114,0.00025130447],"category_scores_gemma":[0.000023628349,0.000025372674,0.000016893124,0.00012613036,0.000045160283,0.00015508021,0.0000021681901,0.00004577163,0.00001831728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001756643,0.00005435323,0.01727582,0.000019634068,0.000018345569,0.0000026417608,0.00069702184,0.22810197,0.004237438,0.0031007382,0.00079483405,0.74552155],"study_design_scores_gemma":[0.00043003596,0.0006025809,0.084056616,0.000052081647,0.000013759954,0.000003682453,0.00034799284,0.6707983,0.21080543,0.028808678,0.003911243,0.00016960767],"about_ca_topic_score_codex":0.008856909,"about_ca_topic_score_gemma":0.000063810156,"teacher_disagreement_score":0.7453519,"about_ca_system_score_codex":0.0000021712342,"about_ca_system_score_gemma":0.000018455119,"threshold_uncertainty_score":0.9977432},"labels":[],"label_agreement":null},{"id":"W2017248386","doi":"10.2118/145433-ms","title":"Forties Infill Drilling Eight Years on; Continued Success Through the Application of Thorough Development Geoscience Driven by 4D Seismic","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Drilling; Infill; Geology; Economic shortage; Petroleum engineering; Mining engineering; Engineering; Civil engineering","score_opus":0.02167414340209769,"score_gpt":0.22145763050500458,"score_spread":0.1997834871029069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017248386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8690217,0.00017465942,0.10428505,0.0003149659,0.00016681768,0.00032714164,0.00002710417,0.00013411063,0.02554846],"genre_scores_gemma":[0.9842946,0.000048843795,0.013274356,0.0018392479,0.000013653449,0.0000043209807,0.00003448463,0.0000029130888,0.00048759225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990556,0.000034873705,0.00023844815,0.00021530039,0.00025004704,0.00020571298],"domain_scores_gemma":[0.99950594,0.00006741828,0.00013424476,0.00021423747,0.000043720414,0.000034462126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023572976,0.00010383324,0.0001229939,0.000037897065,0.0001971219,0.00003268502,0.0004175575,0.00004333545,0.00028695815],"category_scores_gemma":[0.00001397301,0.00006623518,0.000034019995,0.0001767966,0.00026159792,0.00025618696,0.000019134823,0.00009076091,0.000055059936],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109376946,0.00012678493,0.4241858,0.00005025054,0.000065005916,0.0000035104417,0.02158868,0.0008078435,0.00052563986,0.0034129482,0.036387354,0.5127368],"study_design_scores_gemma":[0.00044188084,0.00027885614,0.15756999,0.000093423616,0.000028193104,0.000009847053,0.0028353662,0.12479144,0.21780574,0.0052620233,0.4902118,0.00067143125],"about_ca_topic_score_codex":0.012571123,"about_ca_topic_score_gemma":0.00010181418,"teacher_disagreement_score":0.51206535,"about_ca_system_score_codex":0.000005257507,"about_ca_system_score_gemma":0.00004393487,"threshold_uncertainty_score":0.99400425},"labels":[],"label_agreement":null},{"id":"W2017257764","doi":"10.1190/1.1816260","title":"Prestack depth imaging from topography with a Fourier method","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Fourier transform; Geology; Prestack; Computer science; Seismology; Mathematics","score_opus":0.012031009926987291,"score_gpt":0.23162124337829748,"score_spread":0.21959023345131018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017257764","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18660818,0.0007231587,0.30260557,0.0033285785,0.00022520841,0.00023553686,0.00003037884,0.00086448214,0.5053789],"genre_scores_gemma":[0.5657233,0.00006949824,0.4252664,0.0071197827,0.000095595016,0.0000011103893,0.000059597092,0.0000052280084,0.0016594524],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920374,0.000052582993,0.00009882594,0.00023869194,0.000182876,0.00022327088],"domain_scores_gemma":[0.9995442,0.00009747821,0.000033645294,0.0002047083,0.000025936179,0.00009403226],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001551105,0.000107561216,0.00010444337,0.00009195876,0.00009537649,0.000070934526,0.00015993635,0.000023129178,0.004696006],"category_scores_gemma":[0.000008514183,0.00007130606,0.00004266899,0.00022375832,0.000056789904,0.00026443484,0.0000069885286,0.000095910436,0.00010660069],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025443002,0.000005289605,0.67004067,9.3522544e-7,0.0000103506745,0.000026189266,0.00006441531,0.00002895892,0.000006408022,0.00002479152,0.018944368,0.3108222],"study_design_scores_gemma":[0.0004886458,0.000113657654,0.25351733,0.000034099383,0.000039646526,0.00009180725,0.0006600904,0.19452924,0.0020509271,0.006119757,0.541922,0.0004328481],"about_ca_topic_score_codex":0.031131841,"about_ca_topic_score_gemma":0.00048897014,"teacher_disagreement_score":0.5229776,"about_ca_system_score_codex":0.0000014680453,"about_ca_system_score_gemma":0.000017785082,"threshold_uncertainty_score":0.99621385},"labels":[],"label_agreement":null},{"id":"W2017496853","doi":"10.1190/1.3657071","title":"Practical seismic petrophysics: The effective use of log data for seismic analysis","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Petrophysics; Geology; Stratigraphy; Seismic to simulation; Seismology; Oil shale; Seismic inversion; Geotechnical engineering; Paleontology; Geography","score_opus":0.1123465580715844,"score_gpt":0.3006503363989799,"score_spread":0.18830377832739553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017496853","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39776316,0.000310379,0.58464277,0.006409039,0.00089356,0.0016192844,0.0009564142,0.00033284913,0.007072564],"genre_scores_gemma":[0.99335796,0.000025404239,0.0040761796,0.0018037718,0.00009461549,0.0000035422293,0.00012032751,0.000004926253,0.00051327137],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904794,0.00019099857,0.00015837932,0.00024441516,0.00014183563,0.0002164451],"domain_scores_gemma":[0.9975821,0.001356196,0.00013622869,0.00083981105,0.00005039518,0.000035282974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076175603,0.0001106651,0.00020545634,0.000083084364,0.00020242642,0.000042200772,0.00063088234,0.000039773135,0.00009723239],"category_scores_gemma":[0.0002567139,0.000058492627,0.00011176215,0.0003692822,0.00026957405,0.0003613182,0.000055231052,0.00018738724,0.00010573423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006446234,0.0001769364,0.08142875,0.000109524655,0.0023327142,0.000014932049,0.0062809163,0.004376414,0.00028606216,0.0011681847,0.63260525,0.2705757],"study_design_scores_gemma":[0.00013793884,0.00016498992,0.013766891,0.000017313483,0.0008478741,0.0000101362275,0.00028951257,0.9184804,0.003363498,0.0024411625,0.06032143,0.00015885064],"about_ca_topic_score_codex":0.004430634,"about_ca_topic_score_gemma":0.000034628298,"teacher_disagreement_score":0.914104,"about_ca_system_score_codex":0.000005185634,"about_ca_system_score_gemma":0.000031502008,"threshold_uncertainty_score":0.6697823},"labels":[],"label_agreement":null},{"id":"W2017547311","doi":"10.1190/geo2011-0468.1","title":"3D reflection seismic imaging for open-pit mine planning and deep exploration in the Kevitsa Ni-Cu-PGE deposit, northern Finland","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"First Quantum Minerals (Canada)","funders":"First Quantum Minerals; Uppsala Universitet; Curtin University of Technology; Helsingin Yliopisto","keywords":"Geology; Layering; Mineralization (soil science); Seismology; Mining engineering; Drilling; Intrusion; Geochemistry; Soil science","score_opus":0.031637538388104715,"score_gpt":0.2631359372435112,"score_spread":0.2314983988554065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017547311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730873,0.001308306,0.022400899,0.00074061623,0.00027071437,0.0004106551,0.000013429677,0.00004522918,0.0017228471],"genre_scores_gemma":[0.99554086,0.0000344884,0.0024157853,0.0015945514,0.00019819081,0.000011293906,0.0001138778,0.000004961492,0.000086020416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930286,0.00006110415,0.00012907793,0.0001571764,0.00010569821,0.0002440759],"domain_scores_gemma":[0.9996443,0.00010201033,0.00006723674,0.00012622516,0.000024128962,0.00003613708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037009275,0.000104126884,0.00010498802,0.000049073697,0.00022975837,0.00013414974,0.00016950794,0.0000284509,0.000009429296],"category_scores_gemma":[0.00001737613,0.00007808844,0.000019870624,0.00014604442,0.000031167867,0.0009361676,0.000018068191,0.00010351955,0.000022065544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041320487,0.000022482325,0.8095504,0.00002149787,0.000005348422,0.0000017833281,0.0032620195,0.00038554575,0.00007241222,0.000020189706,0.0017409615,0.18487602],"study_design_scores_gemma":[0.0011568809,0.00024291425,0.54876167,0.0001324068,0.00006415468,0.00006448374,0.0038207301,0.41243988,0.0008526977,0.010602483,0.02127267,0.0005890536],"about_ca_topic_score_codex":0.008408556,"about_ca_topic_score_gemma":0.0004232021,"teacher_disagreement_score":0.41205433,"about_ca_system_score_codex":0.0000066075168,"about_ca_system_score_gemma":0.000011191015,"threshold_uncertainty_score":0.9981945},"labels":[],"label_agreement":null},{"id":"W2017593301","doi":"10.1007/pl00012894","title":"Deriving Acceleration from DGPS: Toward Higher Resolution Applications of Airborne Gravimetry","year":2002,"lang":"en","type":"article","venue":"GPS Solutions","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gravimetry; Geoid; Global Positioning System; Differential GPS; Acceleration; Geodesy; Computer science; Remote sensing; Range (aeronautics); Environmental science; Aerospace engineering; Geology; Engineering; Telecommunications; Geophysics; Physics","score_opus":0.05116217111645478,"score_gpt":0.23029812058506607,"score_spread":0.17913594946861128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017593301","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12956394,0.023202198,0.61156976,0.01701063,0.0022521752,0.001977099,0.0018875874,0.0024532438,0.2100834],"genre_scores_gemma":[0.9895783,0.00019860353,0.008725533,0.00041293993,0.00014746907,0.000008359709,0.0002505121,0.0000039540846,0.00067435147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907756,0.000055273336,0.00023859357,0.0002177608,0.00018729932,0.00022349357],"domain_scores_gemma":[0.99943554,0.000078148405,0.0001020896,0.00025119988,0.000063500374,0.000069515714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012570608,0.000098340955,0.00012155867,0.00013382723,0.00029125914,0.000032477572,0.00018011275,0.00008066636,0.0046749045],"category_scores_gemma":[0.00002170676,0.000096799195,0.000067310895,0.00037029962,0.00011233151,0.00026779165,0.000016399395,0.00012622659,0.00036974822],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002320072,0.000312348,0.06315611,0.000053992135,0.00011399401,0.0000034379307,0.0013565273,0.0018293323,0.0028753732,0.0052109184,0.3443558,0.580709],"study_design_scores_gemma":[0.00054086756,0.00014206218,0.3471534,0.00008856421,0.000118502736,0.000008742245,0.0004720091,0.24694046,0.004546254,0.015835933,0.38354582,0.00060736225],"about_ca_topic_score_codex":0.006208083,"about_ca_topic_score_gemma":0.000095747724,"teacher_disagreement_score":0.8600143,"about_ca_system_score_codex":0.0000135905375,"about_ca_system_score_gemma":0.000015229001,"threshold_uncertainty_score":0.99623495},"labels":[],"label_agreement":null},{"id":"W2017675174","doi":"10.1190/1.1512753","title":"Finite-difference modeling of SH-wave propagation in nonwelded contact media","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Discretization; Discontinuity (linguistics); Grid; Seismic wave; Boundary value problem; Finite difference; Boundary (topology); Wave propagation; Mathematical analysis; Geology; Geometry; Mathematics; Physics; Geophysics; Optics","score_opus":0.03820452336442364,"score_gpt":0.1977115132765789,"score_spread":0.15950698991215526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017675174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887004,0.00011882755,0.0042118845,0.00014444595,0.00013240315,0.00011105643,0.000024515632,0.0000567578,0.006499704],"genre_scores_gemma":[0.9988009,0.000061010152,0.0007676451,0.00023202076,0.00003690108,7.0750787e-7,0.00003825611,0.0000019776594,0.000060607774],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938196,0.00002515854,0.00016246825,0.00012961331,0.00015780288,0.00014301912],"domain_scores_gemma":[0.9996591,0.00009970795,0.00005578363,0.00011907266,0.000035303336,0.00003102154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087063345,0.00007525737,0.00012506395,0.00006541458,0.000030176869,0.000011725151,0.00009050438,0.00003807407,0.00026506826],"category_scores_gemma":[0.00004639111,0.00006570657,0.000029464483,0.00017083558,0.000026560163,0.00012343435,0.0000062357503,0.000107035135,0.000062475105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085340165,0.00021419108,0.1209855,0.0001581701,0.000024829766,0.000037222202,0.007985592,0.03311724,0.0016131407,0.0010437904,0.0012785809,0.8334564],"study_design_scores_gemma":[0.0001376192,0.000043898817,0.011713048,0.00003966424,0.000003330825,7.383224e-7,0.00008607807,0.9826739,0.0013865455,0.0037768201,0.000054431675,0.00008396436],"about_ca_topic_score_codex":0.0024250427,"about_ca_topic_score_gemma":0.000049439688,"teacher_disagreement_score":0.94955665,"about_ca_system_score_codex":0.000003273038,"about_ca_system_score_gemma":0.000011756833,"threshold_uncertainty_score":0.36659554},"labels":[],"label_agreement":null},{"id":"W2017719855","doi":"10.1007/s13137-012-0045-2","title":"On the relationship between ray theory and the banana-doughnut formulation","year":2012,"lang":"en","type":"article","venue":"GEM - International Journal on Geomathematics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Statement (logic); Extension (predicate logic); Mathematical theory; Sensitivity (control systems); Calculus (dental); Problem statement; Theoretical physics; Mathematical economics; Mathematics; Computer science; Physics; Epistemology; Philosophy; Management science; Quantum mechanics; Engineering","score_opus":0.03900427982146457,"score_gpt":0.2697766911908811,"score_spread":0.23077241136941654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017719855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95498496,0.00023041196,0.012212829,0.013527932,0.0008678446,0.00023401422,0.000024919238,0.000057099154,0.017859971],"genre_scores_gemma":[0.9948668,0.000032001994,0.0006729794,0.0034960823,0.00046416715,0.0000012309303,0.000014963942,0.0000044587728,0.0004473253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99868333,0.00027014644,0.00027690135,0.00007431505,0.0005224937,0.00017280267],"domain_scores_gemma":[0.9934392,0.0060499185,0.00023104249,0.0001424802,0.000067203495,0.00007015591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032341478,0.00010900076,0.000109139284,0.00010681976,0.00039956038,0.00016901991,0.00035030473,0.000044744957,0.00051040604],"category_scores_gemma":[0.0013391307,0.0000514511,0.00007885157,0.00007142982,0.000108233915,0.00028194024,0.00001359549,0.00033458797,0.00019663299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022863864,0.000032788743,0.11431847,0.000007164569,0.000113318325,0.000002704977,0.0021903699,0.00024288314,0.0000014447786,0.8471301,0.017327493,0.018404594],"study_design_scores_gemma":[0.00067589676,0.000080028294,0.19412555,0.0001371678,0.00004595807,0.0000943486,0.0005183721,0.007936996,0.00009628272,0.788079,0.008064342,0.00014604174],"about_ca_topic_score_codex":0.000024979026,"about_ca_topic_score_gemma":8.305343e-7,"teacher_disagreement_score":0.07980708,"about_ca_system_score_codex":0.000015251608,"about_ca_system_score_gemma":0.000015686523,"threshold_uncertainty_score":0.5588588},"labels":[],"label_agreement":null},{"id":"W2018177648","doi":"10.1190/1.3063878","title":"Bayesian ground‐roll separation by curvelet‐domain sparsity promotion","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Reflector (photography); Attenuation; Geology; Computer science; Domain (mathematical analysis); Seismology; Artificial intelligence; Physics; Optics; Wavelet; Wavelet transform; Mathematics","score_opus":0.019341054898679474,"score_gpt":0.2241190371650875,"score_spread":0.20477798226640803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018177648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84104383,0.00012578395,0.05623544,0.0018135394,0.00023876215,0.00024209384,0.000031488195,0.00049903843,0.09977],"genre_scores_gemma":[0.9903628,0.000043681946,0.003904987,0.001254713,0.000049356615,6.5723344e-7,0.00023752541,0.0000021480685,0.0041440884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992166,0.0000690872,0.00013006479,0.000199024,0.00019885588,0.00018636326],"domain_scores_gemma":[0.99970895,0.000016296526,0.000045302084,0.00012566466,0.000025259882,0.00007855051],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021740803,0.00009443476,0.00009495942,0.000054302724,0.00026891625,0.000034705507,0.0001128219,0.000057205914,0.0025053988],"category_scores_gemma":[0.000009870669,0.000079377256,0.000037572685,0.00013715088,0.000074287964,0.00037726018,0.000005044354,0.00008753105,0.0003792978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025087134,0.00006180926,0.31417775,0.000008088269,0.0000070945293,0.000014095591,0.0003051005,0.000029892104,0.00030286418,0.00012141619,0.6595721,0.025374673],"study_design_scores_gemma":[0.00094596064,0.0008080511,0.17103042,0.00002526611,0.000016973647,0.0002878848,0.0002904067,0.19780736,0.012725301,0.012623438,0.60253996,0.0008990048],"about_ca_topic_score_codex":0.006670498,"about_ca_topic_score_gemma":0.00009307468,"teacher_disagreement_score":0.19777746,"about_ca_system_score_codex":0.000006645939,"about_ca_system_score_gemma":0.000023362996,"threshold_uncertainty_score":0.99994415},"labels":[],"label_agreement":null},{"id":"W2018250403","doi":"10.3997/2352-8265.20140048","title":"Ore Delineation by Crosshole Seismics, Transmission and Reflection Imaging at Voisey’s Bay, Canada","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Muscular Dystrophy Canada","funders":"","keywords":"Geology; Bay; Reflection (computer programming); Mineralogy; Geochemistry; Mining engineering; Oceanography","score_opus":0.006903170081559295,"score_gpt":0.20164339871500617,"score_spread":0.19474022863344687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018250403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82906383,0.0037102117,0.09236347,0.008379589,0.00072571187,0.0003590615,0.000102100785,0.0004477909,0.06484825],"genre_scores_gemma":[0.9842906,0.00017404075,0.0025554816,0.00544746,0.000017130345,4.7601733e-7,0.00013948279,0.0000039845518,0.0073713157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999256,0.00004435754,0.00014047348,0.00021501345,0.00016010218,0.00018404583],"domain_scores_gemma":[0.99971104,0.000028529303,0.000034720408,0.00008394158,0.00003512282,0.000106636035],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017202969,0.000100216894,0.00008034863,0.00003755836,0.00029954876,0.000047673864,0.000050480343,0.000033547323,0.0011139781],"category_scores_gemma":[0.000016990196,0.00008313981,0.000016370177,0.00009548226,0.00004045034,0.0001802145,0.0000031168445,0.00007873066,0.000010029644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018446432,0.000005808342,0.26316687,0.00001266475,0.0000040978475,0.0000044232906,0.0000803585,0.00014865251,0.0008477235,0.000015439065,0.51280993,0.22288561],"study_design_scores_gemma":[0.00017974337,0.000019508434,0.0026683076,0.000010586185,0.0000063060334,0.000041814226,0.0001328424,0.09762916,0.028447563,0.00016883407,0.87053794,0.000157397],"about_ca_topic_score_codex":0.6337501,"about_ca_topic_score_gemma":0.10094402,"teacher_disagreement_score":0.5328061,"about_ca_system_score_codex":0.00002692666,"about_ca_system_score_gemma":0.00008802448,"threshold_uncertainty_score":0.99979913},"labels":[],"label_agreement":null},{"id":"W2018262010","doi":"10.1190/geo2012-0100.1","title":"High-precision estimation of split PS-wave time delays and polarization directions","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Victoria","keywords":"Azimuth; Polarization (electrochemistry); Inversion (geology); Prestack; Covariance; Geology; Geodesy; Algorithm; Computer science; Optics; Mathematics; Physics; Statistics; Seismology","score_opus":0.0065042766749912355,"score_gpt":0.18074109209129424,"score_spread":0.174236815416303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018262010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99305516,0.00006342688,0.004933813,0.00020243191,0.00010640157,0.0001242456,0.000026556443,0.000079211764,0.0014087706],"genre_scores_gemma":[0.98202795,0.000030128744,0.017122425,0.00016741954,0.000033227498,5.684069e-7,0.00015537886,0.0000024143853,0.00046048345],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995489,0.000023710947,0.00011506242,0.00011211185,0.00011090147,0.00008932659],"domain_scores_gemma":[0.9996866,0.00005745932,0.000062726234,0.00010498464,0.00005196978,0.000036272504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000067081135,0.000062553765,0.00008689167,0.000053010426,0.000088372806,0.00003083432,0.00004229733,0.000036603695,0.0004933528],"category_scores_gemma":[0.000022928965,0.000054847318,0.000019483168,0.00014301146,0.00004607089,0.00033774934,0.000008624823,0.000050992807,0.0002964858],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062209615,0.000018218938,0.004482001,0.0000146692,0.000009375766,3.3034962e-7,0.00014421844,0.0008697774,0.0019181423,0.00038986473,0.0037948238,0.98835236],"study_design_scores_gemma":[0.00013955188,0.00011682492,0.20940498,0.000033174838,0.000020529053,0.000004982237,0.000035100034,0.743192,0.008361598,0.03769817,0.0008415203,0.00015157217],"about_ca_topic_score_codex":0.008272422,"about_ca_topic_score_gemma":0.0000024947087,"teacher_disagreement_score":0.9882008,"about_ca_system_score_codex":0.0000023076407,"about_ca_system_score_gemma":0.000010182466,"threshold_uncertainty_score":0.9983316},"labels":[],"label_agreement":null},{"id":"W2018349419","doi":"10.1126/science.1175298","title":"Adjoint Tomography of the Southern California Crust","year":2009,"lang":"en","type":"article","venue":"Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":490,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Seismogram; Crust; Inversion (geology); Seismology; Seismic tomography; Tomography; Earth structure; Upper crust; Geodesy; Geophysics; Tectonics; Mantle (geology); Physics; Optics","score_opus":0.00844526622934335,"score_gpt":0.19734811254848947,"score_spread":0.1889028463191461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018349419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96692663,0.00024296108,0.00020409723,0.0023169958,0.00026548546,0.00010258912,0.00007788922,0.00008294726,0.029780386],"genre_scores_gemma":[0.9971001,0.000004552436,0.00069270557,0.0020616876,0.000014435185,6.427083e-8,7.6567335e-7,4.2977547e-7,0.00012522493],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99929404,0.000015748194,0.00009063604,0.0001326732,0.00030382143,0.00016309871],"domain_scores_gemma":[0.99964935,0.000012161903,0.000048154034,0.00020357777,0.00003873854,0.000048012756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003897159,0.00004641574,0.00005269583,0.00007536211,0.00018977243,0.00002537551,0.00048075043,0.0000137846355,0.0004099608],"category_scores_gemma":[0.000044283483,0.000026024712,0.000043632317,0.0006730541,0.00054624747,0.00009005757,0.000009936268,0.000061807215,0.00012370618],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013480668,0.00003153848,0.44856706,0.000007038281,0.0000024812327,0.000001818478,0.00098914,0.0002220756,0.007705368,0.00018474435,0.010878055,0.5313972],"study_design_scores_gemma":[0.00015901022,0.00019667082,0.8035328,0.00007024844,0.000009426966,0.000018130395,0.00094620325,0.02014772,0.10023887,0.014415836,0.060002904,0.00026223029],"about_ca_topic_score_codex":0.00071796787,"about_ca_topic_score_gemma":0.0000119171145,"teacher_disagreement_score":0.53113496,"about_ca_system_score_codex":0.0000018530632,"about_ca_system_score_gemma":0.000062320905,"threshold_uncertainty_score":0.44887832},"labels":[],"label_agreement":null},{"id":"W2018436295","doi":"10.1190/1.1623640","title":"Multiattribute seismic analysis on AVO-derived parameters—A case study","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ATCO (Canada)","funders":"","keywords":"Geology; Seismology","score_opus":0.03919431915440951,"score_gpt":0.2646445189499461,"score_spread":0.2254501997955366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018436295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994073,0.00007297328,0.0016841227,0.00033882682,0.00024462157,0.0002218254,0.000014257527,0.00016502377,0.0031853733],"genre_scores_gemma":[0.9965738,0.000008162629,0.00038009143,0.0021969117,0.000026287882,0.0000020977882,0.000012358973,0.000004377222,0.0007959345],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873453,0.0003544782,0.00016975337,0.00027607815,0.00017950006,0.0002856525],"domain_scores_gemma":[0.9990721,0.00034473187,0.00007191225,0.0004121862,0.000024446092,0.00007467041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000776248,0.00014891927,0.00021824153,0.00019501042,0.000381171,0.00007896063,0.00022121244,0.00003972737,0.00027840346],"category_scores_gemma":[0.00009894875,0.000096686934,0.00011883033,0.00061909313,0.000077485056,0.000090172296,0.000007941934,0.00022969069,0.00063956645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009055973,0.00036768054,0.76707315,0.000017173448,0.0014258137,0.0027378076,0.012895947,0.06817396,0.000090149246,0.00004599823,0.052771665,0.094310105],"study_design_scores_gemma":[0.0024321715,0.001925037,0.046700433,0.00005878755,0.0026990785,0.0017589091,0.02929986,0.82439876,0.018068286,0.0012695848,0.069590546,0.0017985158],"about_ca_topic_score_codex":0.0058995215,"about_ca_topic_score_gemma":0.0001944829,"teacher_disagreement_score":0.7562248,"about_ca_system_score_codex":0.000009955509,"about_ca_system_score_gemma":0.00001663052,"threshold_uncertainty_score":0.89183515},"labels":[],"label_agreement":null},{"id":"W2018462081","doi":"10.1190/int-2014-0156.1","title":"Correlation between seismic diffractions extracted from vertical seismic profiling data and borehole logging in a carbonate environment","year":2015,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Imperial College London; McGill University; University of Texas at Austin","keywords":"Geology; Vertical seismic profile; Petrophysics; Borehole; Seismic to simulation; Lithology; Seismology; Carbonate; Well logging; Tectonics; Seismic inversion; Petrology; Mineralogy; Geophysics; Geotechnical engineering; Porosity","score_opus":0.03154555818791242,"score_gpt":0.25195563294430906,"score_spread":0.22041007475639662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018462081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8970813,0.00023759862,0.10095876,0.00047767174,0.00015860987,0.00014407594,0.00011688341,0.00007834735,0.000746753],"genre_scores_gemma":[0.99544543,0.000020967052,0.002462394,0.0003216872,0.000047431622,0.0000016817424,0.0016764484,0.0000042874553,0.000019655603],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906737,0.00009770338,0.00022695048,0.00029442072,0.00016958546,0.0001439973],"domain_scores_gemma":[0.9994649,0.00017790773,0.00005312005,0.00020832324,0.000012221599,0.00008350143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027173533,0.00009622362,0.00011639433,0.00011314583,0.00005007156,0.00005317335,0.000117388285,0.00006816038,0.00004479814],"category_scores_gemma":[0.00009870692,0.0000928989,0.00001251177,0.00006855517,0.000058877275,0.00059492607,0.000032031166,0.00020845534,0.00005729423],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007384585,0.000023775581,0.8596318,0.0000075657467,0.000018495084,0.000008938744,0.0015862668,0.025422726,0.00012761523,0.000004010994,0.00063102494,0.11246398],"study_design_scores_gemma":[0.00020064751,0.00003543677,0.15173197,0.000037141497,0.000017484299,0.0000033568874,0.00033352355,0.8445728,0.00020768629,0.0017034559,0.0010640281,0.00009246541],"about_ca_topic_score_codex":0.0074886223,"about_ca_topic_score_gemma":0.000036787736,"teacher_disagreement_score":0.8191501,"about_ca_system_score_codex":0.000028112187,"about_ca_system_score_gemma":0.000031826334,"threshold_uncertainty_score":0.9991206},"labels":[],"label_agreement":null},{"id":"W2018478886","doi":"10.1088/1742-2132/1/4/004","title":"2D seismic migration with compensation: a preliminary study","year":2004,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Cancer Institute; National Institutes of Health; U.S. Department of Energy","keywords":"Extrapolation; Seismic migration; Dispersion (optics); Stack (abstract data type); Absorption (acoustics); Seismic wave; Amplitude; Wave propagation; Geology; Wavenumber; Acoustics; Optics; Physics; Seismology; Computer science; Mathematical analysis; Mathematics","score_opus":0.006344320008828599,"score_gpt":0.17705937139523478,"score_spread":0.1707150513864062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018478886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99165237,0.00012050444,0.0077814534,0.00025068605,0.000075986994,0.000044395027,8.8821537e-7,0.000015284031,0.00005840681],"genre_scores_gemma":[0.9973085,0.000022192778,0.0024932607,0.00008307946,0.000082337094,1.2829966e-7,0.0000016243216,0.0000020574998,0.000006829318],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9996496,0.0000051714183,0.00011008127,0.00004894923,0.000118891825,0.00006729474],"domain_scores_gemma":[0.9998013,0.000016228927,0.00006368332,0.000040586503,0.000038340313,0.000039883304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000924106,0.000058176993,0.00009010401,0.000057899902,0.000040174382,0.00003110692,0.00004508343,0.000011683076,0.0000055788587],"category_scores_gemma":[0.0000035592918,0.000042191765,0.000017412394,0.00007917571,0.000010132016,0.00021256458,0.0000027910733,0.00009422812,0.0000019626455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021825713,0.00017858442,0.1280574,0.000071129594,0.00013521411,0.0001800955,0.0045356923,0.79309857,0.0005002789,0.000119597724,0.00043204427,0.07247311],"study_design_scores_gemma":[0.0015609927,0.004529047,0.78859437,0.00022870275,0.00008513711,0.00043917372,0.0017323284,0.1984291,0.000991671,0.0011346886,0.0019795515,0.00029521866],"about_ca_topic_score_codex":0.0003943451,"about_ca_topic_score_gemma":0.0000045830407,"teacher_disagreement_score":0.660537,"about_ca_system_score_codex":0.0000038463663,"about_ca_system_score_gemma":0.000018739318,"threshold_uncertainty_score":0.17205302},"labels":[],"label_agreement":null},{"id":"W2018562040","doi":"10.1190/1.1438880","title":"Fault imaging using edge detection and coherency measures on Hibernia 3-D seismic data","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Husky Energy (Canada)","funders":"","keywords":"Geology; Fault (geology); Seismology; Enhanced Data Rates for GSM Evolution; Computer science; Artificial intelligence","score_opus":0.06327791187517741,"score_gpt":0.27084185370357516,"score_spread":0.20756394182839777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018562040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686272,0.0015344825,0.010246573,0.0017540824,0.00084727263,0.00023272511,0.00003714564,0.00037854825,0.016341947],"genre_scores_gemma":[0.99673635,0.00015097215,0.0002793169,0.002003742,0.00021842164,4.3835584e-7,0.00002354866,0.000007008763,0.0005802294],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990088,0.00010609235,0.00013681558,0.00030211022,0.00018479762,0.00026141695],"domain_scores_gemma":[0.99928737,0.00012010179,0.000067348155,0.00044161204,0.000023902581,0.00005965074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005991204,0.00013619028,0.00012296524,0.00009564202,0.00042543228,0.000119136515,0.00039284368,0.000038574755,0.00008415639],"category_scores_gemma":[0.00006949582,0.00009561817,0.00002265038,0.00016683579,0.00012517317,0.0003179183,0.000039755065,0.00023573784,0.00019606885],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003782529,0.000008411524,0.032203913,0.0000086361215,0.000012268585,0.000011404509,0.0003270104,0.0003554195,0.0014906661,0.0000050688745,0.011734978,0.9538044],"study_design_scores_gemma":[0.00021595917,0.000050174185,0.0074288533,0.0000816695,0.000037878457,0.00020186053,0.00021116172,0.805504,0.002730325,0.00079325814,0.18250063,0.000244176],"about_ca_topic_score_codex":0.0036163637,"about_ca_topic_score_gemma":0.00009071192,"teacher_disagreement_score":0.95356023,"about_ca_system_score_codex":0.000011604152,"about_ca_system_score_gemma":0.000020725354,"threshold_uncertainty_score":0.54668844},"labels":[],"label_agreement":null},{"id":"W2019081128","doi":"10.1190/1.2737119","title":"Seismic monitoring and geomechanics simulation","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geomechanics; Geology; Seismology; Computer science; Geotechnical engineering; Petroleum engineering","score_opus":0.02650288477252052,"score_gpt":0.2612546584157058,"score_spread":0.23475177364318525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019081128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9517594,0.00041689703,0.041822802,0.00047175286,0.0005826151,0.00007974191,0.0000018439013,0.0001850451,0.0046798787],"genre_scores_gemma":[0.9984685,0.000032038417,0.00041719194,0.00038238283,0.00017939656,8.724762e-8,0.0000025499585,0.0000022267407,0.00051559444],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995743,0.000016152868,0.000076448974,0.00009145992,0.000085004736,0.00015661368],"domain_scores_gemma":[0.9996386,0.00019340098,0.000028088063,0.000092846465,0.000012169898,0.00003486723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005706948,0.00005424296,0.00005181381,0.000046940182,0.00017166998,0.0000333621,0.000089680594,0.000029528825,0.000031756612],"category_scores_gemma":[0.000027437987,0.000037590053,0.000014084263,0.000088994115,0.000026510272,0.00010032983,0.000007681791,0.00010220021,0.000118954405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032077263,0.0000048856477,0.120434955,0.000015210194,0.00001050738,0.0000055644996,0.0013774241,0.019677754,0.0003857157,0.000121711935,0.0030114648,0.8549227],"study_design_scores_gemma":[0.00011607269,0.00004923554,0.03923042,0.000036146677,0.000012340613,0.000019909094,0.0003712083,0.8878031,0.008284264,0.004118445,0.059797037,0.00016185024],"about_ca_topic_score_codex":0.00031474084,"about_ca_topic_score_gemma":0.0000033140975,"teacher_disagreement_score":0.8681253,"about_ca_system_score_codex":0.000003885205,"about_ca_system_score_gemma":0.0000044868902,"threshold_uncertainty_score":0.15328778},"labels":[],"label_agreement":null},{"id":"W2019158222","doi":"10.1046/j.1365-2478.2000.00194.x","title":"Controlled sources for shear‐wave surveys in mines","year":2000,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"Keele University; CANDU Owners Group","keywords":"Shear (geology); Shear wave splitting; Geology; Seismology; Shear waves; Anisotropy; Geotechnical engineering; Optics; Petrology; Physics","score_opus":0.015361703692271382,"score_gpt":0.22138121077616515,"score_spread":0.20601950708389377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019158222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886881,0.00009886523,0.00032122282,0.00046852723,0.0000961808,0.00041661464,0.000012274816,0.00014149421,0.009756727],"genre_scores_gemma":[0.9958404,0.0000066966923,0.0013367712,0.00036898899,0.00024675106,0.000008141178,0.000020441372,0.0000044210155,0.0021674342],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897385,0.00011807739,0.00020763963,0.0002521552,0.00013055891,0.0003177442],"domain_scores_gemma":[0.9993931,0.00037870274,0.000045610243,0.00010306048,0.000026771413,0.000052729378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083417847,0.000114961964,0.00026832797,0.00005291414,0.00014800159,0.000058244277,0.000098522396,0.00004160068,0.0007950231],"category_scores_gemma":[0.00011579421,0.00009134787,0.00009674596,0.00017064085,0.000054777982,0.00014183806,0.000004366581,0.000110887435,0.00009067239],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023112436,0.00008393031,0.1963105,0.00003191265,0.000020374033,0.00001350554,0.0005426894,0.00054062577,0.00016403638,0.00008012644,0.0018313649,0.8001498],"study_design_scores_gemma":[0.005375843,0.00048600294,0.56246525,0.000091711256,0.000024118566,0.000016358983,0.00038878832,0.3968175,0.0036444555,0.023512792,0.0065665934,0.0006106],"about_ca_topic_score_codex":0.0061513362,"about_ca_topic_score_gemma":0.00011936078,"teacher_disagreement_score":0.7995392,"about_ca_system_score_codex":0.000004815515,"about_ca_system_score_gemma":0.000015302243,"threshold_uncertainty_score":0.92990214},"labels":[],"label_agreement":null},{"id":"W2019450789","doi":"10.1016/s1365-1609(03)00113-8","title":"Measurement of in-situ stress in weak rocks at Mont Terri Rock Laboratory, Switzerland","year":2003,"lang":"en","type":"article","venue":"International Journal of Rock Mechanics and Mining Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":143,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Borehole; Geology; Hydraulic fracturing; Geotechnical engineering; Stress (linguistics); Deformation (meteorology); Strain gauge; Seismology; Materials science","score_opus":0.017834858393021926,"score_gpt":0.23573689741905363,"score_spread":0.2179020390260317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019450789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930796,0.001637977,0.0020437518,0.0003236707,0.0006566331,0.000045763467,0.000010397033,0.0000045715024,0.002197635],"genre_scores_gemma":[0.9988774,0.00025052385,0.0006868964,0.00012594575,0.000023756947,2.2238893e-7,6.9952006e-7,0.0000014260136,0.00003309622],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99860156,0.000060518298,0.0003715986,0.0001348735,0.0006911957,0.00014027022],"domain_scores_gemma":[0.99937063,0.00004802422,0.00027952722,0.000043071363,0.00020137838,0.000057364883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262046,0.00008195384,0.00015641678,0.00035283467,0.00005697807,0.000042283777,0.00029642638,0.000035546826,0.000054445984],"category_scores_gemma":[0.00015027137,0.000063307205,0.00003171358,0.00017221381,0.000011791802,0.00024568534,0.000019584266,0.000096981246,0.0000011773143],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013101999,0.0001316415,0.89489645,0.000025878695,0.000052953557,0.00008323728,0.0019460098,0.07944491,0.004657038,0.0007315613,0.001548262,0.016351055],"study_design_scores_gemma":[0.007754593,0.0045157606,0.109041,0.0057355743,0.00008813877,0.0010307017,0.033957127,0.5657924,0.20135102,0.01853788,0.050477523,0.0017182884],"about_ca_topic_score_codex":0.00041013083,"about_ca_topic_score_gemma":0.0007431137,"teacher_disagreement_score":0.7858554,"about_ca_system_score_codex":0.000026505095,"about_ca_system_score_gemma":0.00013170674,"threshold_uncertainty_score":0.25815928},"labels":[],"label_agreement":null},{"id":"W2020285779","doi":"10.1190/tle31111326.1","title":"Path effects in subsurface microseismic monitoring","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Geology; Borehole; Layering; Amplitude; Path (computing); Perpendicular; Seismology; Geophysics; Acoustics; Geodesy; Optics; Geometry; Physics; Computer science; Geotechnical engineering; Mathematics","score_opus":0.01771621388286192,"score_gpt":0.23832766687306323,"score_spread":0.2206114529902013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020285779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99035263,0.002255681,0.00011975707,0.00036014817,0.0010627983,0.00010028394,0.0000017669355,0.000106920226,0.005639989],"genre_scores_gemma":[0.99770135,0.00005446043,0.0005879514,0.0006726193,0.00021525128,9.261605e-7,0.000003151982,0.000003855227,0.00076043396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927413,0.000085667125,0.00009209376,0.00010005699,0.00009639288,0.00035163283],"domain_scores_gemma":[0.99953455,0.00020288599,0.000030835803,0.00015656157,0.0000062454474,0.000068909365],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054927927,0.00008777959,0.00009833794,0.00005316386,0.00012009723,0.000030465257,0.00020343458,0.000038080318,0.000053350184],"category_scores_gemma":[0.00004686317,0.000059363763,0.00002895392,0.00015863855,0.00005092386,0.00019899476,0.000011222655,0.00019118893,0.0008007902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006023775,0.00000867995,0.9457052,0.000020149659,0.000003154059,0.0000027854824,0.0014479492,0.00005716216,0.0010876772,0.000021591188,0.008645615,0.042994045],"study_design_scores_gemma":[0.00035700272,0.00006266345,0.8216525,0.00026060911,0.000017398528,0.000035052224,0.000498677,0.0077957595,0.09570707,0.00083442556,0.07237578,0.00040309146],"about_ca_topic_score_codex":0.0012855163,"about_ca_topic_score_gemma":0.0000040100117,"teacher_disagreement_score":0.124052696,"about_ca_system_score_codex":0.000009627372,"about_ca_system_score_gemma":0.000010416533,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W2021589553","doi":"10.1093/qjmam/hbr021","title":"Combining Ray-Tracing Techniques and Finite-Element Modelling in Deformable Media","year":2012,"lang":"en","type":"article","venue":"The Quarterly Journal of Mechanics and Applied Mathematics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Classification of discontinuities; Isotropy; Discretization; Ray tracing (physics); Computation; Mathematical analysis; Node (physics); Geometry; Physics; Algorithm; Computer science; Mathematics; Optics; Acoustics","score_opus":0.020119553312744096,"score_gpt":0.21420861751524692,"score_spread":0.19408906420250283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021589553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5090135,0.0017407334,0.48704204,0.00026045818,0.00019150703,0.00023824278,0.000005505543,0.000040034254,0.0014680184],"genre_scores_gemma":[0.9322672,0.00034825449,0.067193344,0.00012358914,0.000058294732,7.2915503e-7,0.0000012247381,0.000004259649,0.0000030884457],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913067,0.000019683775,0.00038722152,0.000057891528,0.0001902241,0.00021428718],"domain_scores_gemma":[0.99931914,0.00024481924,0.00025168218,0.00008427748,0.000021966829,0.000078112535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018510397,0.00010505773,0.00020411258,0.00010373179,0.00010447813,0.000053566524,0.0001238742,0.00004318625,0.000018746308],"category_scores_gemma":[0.000006859582,0.00006599043,0.000024512767,0.000075417774,0.00002071437,0.00018936534,0.000008983396,0.00022590249,0.0000019016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014856773,0.00026094954,0.00065663905,0.00049534184,0.00010061073,0.000019828543,0.11665805,0.009282841,0.00069003674,0.08594416,0.00052647805,0.7852165],"study_design_scores_gemma":[0.00041737387,0.0002682714,0.000011456333,0.00023842548,0.00004485524,0.00018533181,0.01955968,0.82951,0.0026795482,0.14641348,0.0004831615,0.00018847088],"about_ca_topic_score_codex":0.00003195173,"about_ca_topic_score_gemma":0.0000022684098,"teacher_disagreement_score":0.8202271,"about_ca_system_score_codex":0.000004532506,"about_ca_system_score_gemma":0.000011097359,"threshold_uncertainty_score":0.2691012},"labels":[],"label_agreement":null},{"id":"W2021659570","doi":"10.1190/1.1543193","title":"Converted-wave seismic exploration: Applications","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":212,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology; Reflection (computer programming); Lithology; High resolution; Anisotropy; Oil shale; Porosity; Orientation (vector space); Seismic wave; Petroleum engineering; Remote sensing; Geotechnical engineering; Petrology; Computer science; Optics; Geometry","score_opus":0.024219077772804416,"score_gpt":0.2062570675454352,"score_spread":0.1820379897726308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021659570","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09677449,0.00092533143,0.4488302,0.0032457109,0.0013214411,0.0013139952,0.00014956787,0.0011725795,0.4462667],"genre_scores_gemma":[0.99309707,0.000042406406,0.0024047284,0.0031516997,0.00008413892,0.000007346474,0.00008413977,0.0000032263756,0.0011252263],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943835,0.000033390035,0.000098166514,0.00015778621,0.00011875316,0.00015354769],"domain_scores_gemma":[0.9996366,0.000033758257,0.000039298706,0.0001947908,0.000039372168,0.000056209894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007937205,0.000080432415,0.00007726386,0.00003152232,0.0001465214,0.00003379662,0.000077965895,0.000031784395,0.0006434017],"category_scores_gemma":[0.00000742833,0.000074715004,0.00003621101,0.00019985436,0.000055154276,0.00018239573,0.0000030493895,0.00008316512,0.001419037],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000104529,0.00007360645,0.009883956,0.00003538489,0.000035333913,0.000010309396,0.00060935563,0.00093184743,0.00019597838,0.018869039,0.06509071,0.904254],"study_design_scores_gemma":[0.00015079326,0.000039731553,0.0012405693,0.0000057268144,0.000011287284,0.000010400445,0.00028436436,0.028264022,0.003693661,0.07713453,0.888962,0.00020293433],"about_ca_topic_score_codex":0.0003629141,"about_ca_topic_score_gemma":0.0000033320807,"teacher_disagreement_score":0.9040511,"about_ca_system_score_codex":0.0000029682903,"about_ca_system_score_gemma":0.00003746715,"threshold_uncertainty_score":0.9993585},"labels":[],"label_agreement":null},{"id":"W2021845598","doi":"10.1115/imece2006-13326","title":"Wave Field of Porous Medium Saturated by Two Immiscible Fluids Under Excitation of Multiple Wave Sources","year":2006,"lang":"en","type":"article","venue":"Design Engineering and Computers and Information in Engineering, Parts A and B","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Petroleum Technology Research Centre","keywords":"Wave propagation; Mechanics; Acoustics; Porous medium; Excitation; Mechanical wave; Field (mathematics); Physics; Frequency domain; Computational physics; Longitudinal wave; Porosity; Optics; Geology; Geotechnical engineering; Mathematics; Mathematical analysis","score_opus":0.00628450141636516,"score_gpt":0.16628474453251843,"score_spread":0.16000024311615327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021845598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61987144,0.00060488615,0.37911212,0.000072525945,0.00011387476,0.000100055135,0.000011518412,0.00005376353,0.00005982824],"genre_scores_gemma":[0.9928964,0.00014982528,0.006805369,0.00007442622,0.000014784769,0.0000012948666,0.000048820984,0.0000022876563,0.0000067995256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945915,0.000008237923,0.00025112217,0.000076309145,0.00008632927,0.00011883679],"domain_scores_gemma":[0.99971104,0.000120616445,0.00005827516,0.00004703616,0.000025077918,0.000037976908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014136282,0.000103345345,0.0001431225,0.00017107138,0.000025288828,0.00003561921,0.00002532962,0.000047472913,0.0000058948885],"category_scores_gemma":[0.00001334721,0.000092245515,0.000013148001,0.00010265362,0.000023778664,0.00041096454,0.000007563278,0.00006675456,1.9382624e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007011292,0.000026441943,0.010090311,0.0005833792,0.000041201,0.0000039872275,0.0023276007,0.94354844,0.0048819906,0.00088731083,0.006580504,0.030958716],"study_design_scores_gemma":[0.00035416003,0.00010274773,0.013119783,0.000074214564,0.000004605407,0.000014241305,0.00008275932,0.9792459,0.005636307,0.000043422533,0.0012068879,0.00011494205],"about_ca_topic_score_codex":0.0010551591,"about_ca_topic_score_gemma":0.000002021065,"teacher_disagreement_score":0.37302497,"about_ca_system_score_codex":0.0000024088902,"about_ca_system_score_gemma":0.0000065789636,"threshold_uncertainty_score":0.37616628},"labels":[],"label_agreement":null},{"id":"W2021951758","doi":"10.1190/1.2370139","title":"Forties infill drilling: A case history documenting an extensive infill drilling campaign driven by 4‐D seismic technology","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Infill; Drilling; Geology; Seismic exploration; Petroleum engineering; Mining engineering; Seismology; Engineering; Civil engineering; Mechanical engineering","score_opus":0.010666164348310584,"score_gpt":0.20272206793368178,"score_spread":0.1920559035853712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021951758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97330296,0.0020853737,0.0072189122,0.00064245757,0.00050445314,0.00030414553,0.000044027238,0.0012996624,0.0145980315],"genre_scores_gemma":[0.9857448,0.000078083314,0.007617764,0.002868991,0.00013139794,0.000004439086,0.00020064718,0.000015830008,0.0033380615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979734,0.000076762044,0.00048707554,0.0005582033,0.00026643608,0.00063814106],"domain_scores_gemma":[0.99897534,0.00009639658,0.00023161984,0.00040142576,0.0001577439,0.00013745502],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003049034,0.0003113568,0.0003326011,0.00046006503,0.00037879206,0.000081893835,0.0003012074,0.00022373674,0.001191933],"category_scores_gemma":[0.00004987749,0.00027775503,0.000096035685,0.00028299392,0.0003332355,0.0007189658,0.000035110508,0.00033397082,0.00010920002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000758741,0.00014953277,0.29908788,0.00009873077,0.00010611914,0.0020366819,0.0027763254,0.016086504,0.0035427138,0.00075353036,0.56103224,0.11425385],"study_design_scores_gemma":[0.0005411354,0.00036271283,0.00049518456,0.000068028385,0.00006141893,0.0019282727,0.0055574235,0.4059907,0.012381503,0.003790848,0.5678289,0.0009938972],"about_ca_topic_score_codex":0.047839105,"about_ca_topic_score_gemma":0.0006847699,"teacher_disagreement_score":0.38990417,"about_ca_system_score_codex":0.00006505965,"about_ca_system_score_gemma":0.00008011777,"threshold_uncertainty_score":0.99996746},"labels":[],"label_agreement":null},{"id":"W2022103410","doi":"10.1029/2004gl021733","title":"Relative location of excavation induced microseismicity at the Underground Research Laboratory (AECL, Canada) using surveyed reference events","year":2005,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hypocenter; Geology; Excavation; Seismology; Context (archaeology); Relocation; Coalescence (physics); Induced seismicity; Magnitude (astronomy); Mining engineering; Geotechnical engineering; Computer science","score_opus":0.11474614684392669,"score_gpt":0.34369003324780245,"score_spread":0.22894388640387575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022103410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98814005,0.00008088063,0.00015545852,0.010809997,0.000065849374,0.00027644698,0.000041266707,0.000018579069,0.00041146105],"genre_scores_gemma":[0.99775213,0.000017007755,0.00021911535,0.0014746977,0.0001419665,0.0000030083124,0.00006585314,0.000005778809,0.00032046568],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9953861,0.0017441236,0.00024671445,0.00033995995,0.0017050876,0.0005779965],"domain_scores_gemma":[0.9969755,0.0015707302,0.00008959712,0.00036256734,0.0008861508,0.000115466195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00324039,0.00011306315,0.00014895425,0.00017322204,0.0007564714,0.000042406486,0.00044063278,0.00007041277,0.00011431841],"category_scores_gemma":[0.0007440549,0.000086103944,0.000025317035,0.001485797,0.00052014145,0.00039465367,0.00008466893,0.0008770739,0.00008336053],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006997104,0.00017623202,0.06650265,0.00016986598,0.00013810094,0.000019834328,0.0016498927,0.0032308178,0.66478306,0.00077453203,0.22171755,0.040137738],"study_design_scores_gemma":[0.0008255827,0.00035707306,0.6566426,0.00027282827,0.000017191554,0.000004276839,0.001126132,0.051675417,0.24771227,0.0028372174,0.03795653,0.00057283946],"about_ca_topic_score_codex":0.7997942,"about_ca_topic_score_gemma":0.11899453,"teacher_disagreement_score":0.68079966,"about_ca_system_score_codex":0.00038517092,"about_ca_system_score_gemma":0.0010576369,"threshold_uncertainty_score":0.89708155},"labels":[],"label_agreement":null},{"id":"W2022423704","doi":"10.1190/1.2159049","title":"Waveform tomography at a groundwater contamination site: VSP-surface data set","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Queen's University","funders":"","keywords":"Geology; Waveform; Tomography; Seismology; Vertical seismic profile; Lithology; Geodesy; Seismic tomography; Groundwater; Data set; Mineralogy; Geophysics; Geotechnical engineering; Petrology; Optics; Statistics; Mathematics; Physics","score_opus":0.015997997479187433,"score_gpt":0.20903969971783554,"score_spread":0.1930417022386481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022423704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880065,0.0001259096,0.00059641094,0.00034806976,0.00023570393,0.00011597034,0.00034619385,0.00019117091,0.010034082],"genre_scores_gemma":[0.9901431,0.000017643026,0.0010801718,0.00086970284,0.00014546876,3.562734e-7,0.0054190406,0.0000043348095,0.0023201553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990786,0.000027854949,0.0001400604,0.00027951147,0.0002281548,0.00024586354],"domain_scores_gemma":[0.9993786,0.00003934351,0.00006380374,0.00044059506,0.000036453974,0.000041157444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016346805,0.00012119035,0.00011311008,0.000040688916,0.00018154572,0.00006676305,0.0002948012,0.000048375514,0.0003912497],"category_scores_gemma":[0.0000035078972,0.00010013035,0.000041921994,0.00020106722,0.00007360994,0.00051480083,0.00005474328,0.00008616033,0.0006979809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006173265,0.00008837093,0.53414136,0.0000542538,0.00003394109,0.000027352473,0.00044293358,0.00027661584,0.0010531119,0.0002855604,0.3545462,0.10898861],"study_design_scores_gemma":[0.0005269794,0.00018778341,0.49046683,0.000030160882,0.00004788893,0.000022822498,0.00013190074,0.099003546,0.0065195225,0.008761948,0.39371586,0.00058472913],"about_ca_topic_score_codex":0.020537863,"about_ca_topic_score_gemma":0.00041575925,"teacher_disagreement_score":0.10840388,"about_ca_system_score_codex":0.000008070747,"about_ca_system_score_gemma":0.000012807025,"threshold_uncertainty_score":0.98598444},"labels":[],"label_agreement":null},{"id":"W2022732103","doi":"10.3997/2214-4609.20141478","title":"Time-lapse Seismic without Repetition - Reaping the Benefits from Randomized Sampling and Joint Recovery","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Joint (building); Sampling (signal processing); Computer science; Repetition (rhetorical device); Engineering; Structural engineering; Telecommunications","score_opus":0.016702272398657198,"score_gpt":0.20182657281534436,"score_spread":0.18512430041668715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022732103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97908753,0.0006096469,0.0014385034,0.0026546316,0.00017065511,0.00030546443,0.0000151312715,0.00027137558,0.015447033],"genre_scores_gemma":[0.9902279,0.0004179319,0.0047747977,0.004019824,0.0002219542,0.0000047533263,0.000040759114,0.000006910771,0.00028521122],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990748,0.000036184218,0.00023449952,0.00028682777,0.00017506145,0.00019263178],"domain_scores_gemma":[0.9993809,0.00025548015,0.00015215063,0.00008840906,0.000059650323,0.00006341614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013678286,0.00013181675,0.0002878864,0.000071899674,0.0002633173,0.00016875548,0.000112592264,0.00005902854,0.00021032292],"category_scores_gemma":[0.0004366533,0.00008616422,0.00006436668,0.00008996908,0.00016173473,0.00032536543,0.000020923944,0.00015919206,0.00008902901],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008756525,0.000032651908,0.045148402,0.00017219585,0.00018051427,0.0000014352074,0.0047538984,0.00062226155,0.0037786143,0.0010864598,0.028657915,0.90680915],"study_design_scores_gemma":[0.012680567,0.00014114233,0.010771108,0.0006220461,0.0001390391,0.000050298517,0.0004807406,0.8936987,0.0058712936,0.046158876,0.028834535,0.0005516758],"about_ca_topic_score_codex":0.002798988,"about_ca_topic_score_gemma":0.0000041216936,"teacher_disagreement_score":0.90625745,"about_ca_system_score_codex":0.000004610626,"about_ca_system_score_gemma":0.000009691743,"threshold_uncertainty_score":0.42312512},"labels":[],"label_agreement":null},{"id":"W2022809897","doi":"10.1016/j.egypro.2014.11.466","title":"Model-based Assessment of Seismic Monitoring of CO2 in a CCS Project in Alberta, Canada, Including a Poroelastic Approach","year":2014,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carbon Management Canada; University of Calgary","funders":"Sandia National Laboratories; Carbon Management Canada","keywords":"Poromechanics; Saturation (graph theory); Porous medium; Plume; Geology; Enhanced oil recovery; Biot number; Carbon sequestration; Bandwidth (computing); Petroleum engineering; Porosity; Mechanics; Computer science; Geotechnical engineering; Physics; Carbon dioxide; Mathematics; Meteorology; Chemistry","score_opus":0.019897382695920816,"score_gpt":0.23890672633345,"score_spread":0.2190093436375292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022809897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97869027,0.000038841736,0.012525132,0.000096580654,0.000107478154,0.00010708589,0.000012083545,0.000019721105,0.0084028],"genre_scores_gemma":[0.9903876,0.000008441509,0.0092993695,0.00015847164,0.000023772904,0.00000643152,0.000027838636,0.0000045472552,0.000083525534],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989697,0.000056010686,0.0002971754,0.00020371737,0.00025415941,0.00021923985],"domain_scores_gemma":[0.9995102,0.00016840143,0.00012645929,0.00012132896,0.000034100896,0.000039487008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029933106,0.00011441166,0.00023288024,0.00019856684,0.000025116786,0.000005993917,0.00017917315,0.00004403078,0.00000581292],"category_scores_gemma":[0.00008035445,0.00010463419,0.000024314351,0.00032672274,0.00003975734,0.000084787505,0.0000133119,0.00011825982,1.2218433e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014833395,0.00003845778,0.66249067,0.00011798582,0.000004005384,0.0000011419106,0.00017825038,0.33173224,0.000057775997,0.00014638998,0.0002681028,0.004950145],"study_design_scores_gemma":[0.00026557554,0.000047157,0.036508378,0.00010742788,0.0000040121804,0.0000011651797,0.00009362365,0.9592552,0.0031258476,0.00015952998,0.00032521482,0.00010687113],"about_ca_topic_score_codex":0.8976237,"about_ca_topic_score_gemma":0.22775854,"teacher_disagreement_score":0.66986513,"about_ca_system_score_codex":0.00003748312,"about_ca_system_score_gemma":0.00083957287,"threshold_uncertainty_score":0.78633285},"labels":[],"label_agreement":null},{"id":"W2022895274","doi":"10.2118/89994-ms","title":"Seismic Pore-pressure Imaging in Deepwater Offshore West Africa","year":2004,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Submarine pipeline; Geology; Geophysical imaging; Seismology; Oceanography","score_opus":0.014810702681621156,"score_gpt":0.22519866455005536,"score_spread":0.2103879618684342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022895274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88824815,0.002096397,0.013669421,0.024132302,0.00033218812,0.0008029777,0.0003838388,0.0011669389,0.06916779],"genre_scores_gemma":[0.99742645,0.00018291787,0.001007006,0.0010940725,0.000049453283,0.0000026257308,0.00013158837,0.000004473234,0.00010141529],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99887705,0.00003634462,0.00022741518,0.0003415328,0.00018822773,0.00032941304],"domain_scores_gemma":[0.9996086,0.000024182737,0.000046994013,0.00015868747,0.00005820512,0.000103368555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023962762,0.00015725939,0.00017233728,0.00015208851,0.000101001024,0.000077679506,0.00015618665,0.00010395483,0.0004953972],"category_scores_gemma":[0.000028098888,0.000132176,0.000040396586,0.00017946392,0.00019615151,0.00049860805,0.00003085587,0.00027214637,0.00008899524],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048435322,0.00041644767,0.36066008,0.00023678954,0.000034386176,0.0006407757,0.0053550038,0.0025341294,0.005276062,0.008931697,0.064816415,0.5506139],"study_design_scores_gemma":[0.0031436621,0.00095618505,0.49309808,0.001107798,0.00010176092,0.0006523416,0.005272876,0.036390845,0.01709296,0.312098,0.12799712,0.00208837],"about_ca_topic_score_codex":0.0025410324,"about_ca_topic_score_gemma":0.00023163299,"teacher_disagreement_score":0.5485255,"about_ca_system_score_codex":0.0000090125795,"about_ca_system_score_gemma":0.000045516616,"threshold_uncertainty_score":0.5424252},"labels":[],"label_agreement":null},{"id":"W2023036998","doi":"10.1190/1.3272695","title":"Detecting stratigraphic features via crossplotting of seismic discontinuity attributes and their volume visualization","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Visualization; Discontinuity (linguistics); Geology; Volume (thermodynamics); Seismology; Computer science; Artificial intelligence; Mathematics","score_opus":0.013708843497251245,"score_gpt":0.23817537593715551,"score_spread":0.22446653243990428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023036998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98702914,0.0008891588,0.01005777,0.00077126944,0.00009754916,0.000111090245,0.000012316268,0.00014848598,0.0008832199],"genre_scores_gemma":[0.99886316,0.000035375786,0.00021412357,0.0005645629,0.00007042676,2.646873e-7,0.000013265327,0.000002887051,0.00023594296],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993033,0.00008451003,0.00016535055,0.00015780998,0.00009240089,0.00019663104],"domain_scores_gemma":[0.9995363,0.00013732903,0.00012201657,0.00013768853,0.000032092303,0.000034610977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005317561,0.000112972586,0.00015118497,0.00007116988,0.00030189886,0.000079427555,0.0001631348,0.000039731465,0.000019730967],"category_scores_gemma":[0.00007444564,0.00007110791,0.000043944994,0.00020949771,0.00013530218,0.00019766689,0.000008759938,0.00014975143,0.000006039699],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025620733,0.000017380304,0.21515903,0.000037525406,0.000020737745,0.0000013973131,0.004337108,0.0002937713,0.009970779,0.00012169752,0.0036905548,0.7663244],"study_design_scores_gemma":[0.000285475,0.00036264103,0.61473066,0.00021980776,0.000035420413,0.00006747245,0.0012636319,0.24769028,0.12084439,0.011248202,0.0028522233,0.00039978858],"about_ca_topic_score_codex":0.000842464,"about_ca_topic_score_gemma":0.000058137524,"teacher_disagreement_score":0.76592463,"about_ca_system_score_codex":0.0000026469918,"about_ca_system_score_gemma":0.0000105439085,"threshold_uncertainty_score":0.28996965},"labels":[],"label_agreement":null},{"id":"W2023562215","doi":"10.14288/1.0107390","title":"Sparseness-constrained data continuation with frames: Applications to missing traces and aliased signals in 2/3-D","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aliasing; Algorithm; Curvelet; Interpolation (computer graphics); Deconvolution; Wavelet; Computer science; Regularization (linguistics); Parametric statistics; Fourier transform; Mathematics; Wavelet transform; Artificial intelligence; Image (mathematics); Computer vision; Mathematical analysis; Filter (signal processing)","score_opus":0.026898474442756757,"score_gpt":0.2008258316781742,"score_spread":0.17392735723541744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023562215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909961,0.00013389002,0.007170062,0.0004590901,0.000011222879,0.00023901193,0.00026536462,0.000050019105,0.0006751954],"genre_scores_gemma":[0.99228483,0.00008330976,0.0071853558,0.00022130356,0.0000082375855,1.7272798e-7,0.00012706485,0.000001983739,0.00008775851],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99935585,0.000032275893,0.000080152065,0.0002785866,0.00012997889,0.00012315692],"domain_scores_gemma":[0.99956065,0.00006051961,0.000059557613,0.00019072834,0.000048693946,0.00007986409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001691293,0.0000302149,0.00013850485,0.00005722644,0.00017822433,0.00004861654,0.00022203075,0.00004096073,0.00011383438],"category_scores_gemma":[0.000015994463,0.00008021199,0.00001189259,0.00024181153,0.00033941914,0.0003804207,0.00001990691,0.000061736464,0.000006592839],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010897689,0.00002179604,0.18553832,0.000016559376,0.0000066251255,0.00005147457,0.00022493738,0.000051171886,0.00008112573,1.9121528e-7,0.002197852,0.81179905],"study_design_scores_gemma":[0.00034671728,0.000054180815,0.9898619,0.00010857302,0.0000104441,0.00007700599,0.0015823036,0.006260047,0.000008852929,0.000101339254,0.0014684021,0.00012022057],"about_ca_topic_score_codex":0.28134486,"about_ca_topic_score_gemma":0.14681262,"teacher_disagreement_score":0.8116788,"about_ca_system_score_codex":0.000004058257,"about_ca_system_score_gemma":0.00006142373,"threshold_uncertainty_score":0.8687558},"labels":[],"label_agreement":null},{"id":"W2024599291","doi":"10.1190/1.2073885","title":"Planned seismic imaging using explicit one-way operators","year":2005,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Extrapolation; Computer science; Operator (biology); Geophysical imaging; Algorithm; Suite; Plan (archaeology); Data mining; Mathematical optimization; Geology; Mathematics; Seismology; Statistics","score_opus":0.01847753383184382,"score_gpt":0.22090954460922146,"score_spread":0.20243201077737766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024599291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866949,0.00025406625,0.0035023503,0.0009815748,0.00027015284,0.00011404644,0.000039456834,0.000297245,0.007846238],"genre_scores_gemma":[0.9877806,0.000022778662,0.0054797605,0.0059897457,0.00040844016,5.6837604e-7,0.000054129603,0.0000074343143,0.0002565825],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990054,0.000033672735,0.00016334231,0.0002497029,0.0002044715,0.00034343664],"domain_scores_gemma":[0.9995589,0.00003280153,0.000057024878,0.0002224648,0.000034386667,0.00009442355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012434996,0.00014757528,0.0001496931,0.00007431009,0.0002245542,0.00008432777,0.00021571526,0.000035016357,0.00045526875],"category_scores_gemma":[0.000007891764,0.00014075906,0.000059588176,0.00018924488,0.000047341786,0.0004876734,0.00001812501,0.00015267658,0.0006437392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051833955,0.00008172999,0.08162233,0.000030438732,0.000042448853,0.000023085577,0.0010687725,0.014459066,0.0026258503,0.00027474313,0.026760954,0.8729587],"study_design_scores_gemma":[0.00030139755,0.000053618754,0.00784852,0.000054310483,0.000026118862,0.000021743279,0.00035456472,0.90426016,0.016363617,0.0017120283,0.06853921,0.00046470508],"about_ca_topic_score_codex":0.0033650135,"about_ca_topic_score_gemma":0.000012963293,"teacher_disagreement_score":0.8898011,"about_ca_system_score_codex":0.000011929062,"about_ca_system_score_gemma":0.000038236016,"threshold_uncertainty_score":0.82741797},"labels":[],"label_agreement":null},{"id":"W2024721493","doi":"10.1111/j.1365-246x.1991.tb00823.x","title":"Generalized Born scattering of elastic waves in 3-D media","year":2007,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Environment Research Council","keywords":"Slowness; Gaussian; Seismic wave; Mathematical analysis; Physics; Wave propagation; Scattering; High frequency approximation; Wave equation; Classical mechanics; Mathematics; Optics; Geophysics; Quantum mechanics","score_opus":0.013419143732215148,"score_gpt":0.24327419005406553,"score_spread":0.2298550463218504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024721493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992851,0.000048086717,0.0023471145,0.0006630887,0.0007863963,0.000020463202,0.000010460772,0.000014504545,0.0032588749],"genre_scores_gemma":[0.99585545,0.000031328855,0.0031407361,0.00048089903,0.0004047797,8.035336e-8,0.000015723163,0.000001949041,0.00006905808],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99914473,0.000023228782,0.00027045916,0.00008884832,0.00030831317,0.00016442522],"domain_scores_gemma":[0.9995681,0.00015239988,0.00009846297,0.00004772374,0.00006091689,0.00007241144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034221107,0.00006596669,0.00010869832,0.00019163603,0.000031420175,0.000028636574,0.00022523997,0.000027268066,0.0008504079],"category_scores_gemma":[0.00006861973,0.00005373546,0.00006218164,0.000102762795,0.000076168755,0.00018324044,0.000012128779,0.00019071573,0.000048616406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041175066,0.00018735518,0.4373728,0.000016218431,0.00009090901,0.00028010394,0.001027701,0.001535281,0.012930522,0.0017825561,0.0071976148,0.5371672],"study_design_scores_gemma":[0.0005705701,0.00006904641,0.94476706,0.00008823277,0.00000650982,0.00013269656,0.00014817184,0.026215674,0.008748232,0.014405679,0.004699617,0.0001485054],"about_ca_topic_score_codex":0.00077863305,"about_ca_topic_score_gemma":0.000041440017,"teacher_disagreement_score":0.5370187,"about_ca_system_score_codex":0.000009912954,"about_ca_system_score_gemma":0.000021156926,"threshold_uncertainty_score":0.931137},"labels":[],"label_agreement":null},{"id":"W2024826611","doi":"10.1029/2000jb900084","title":"Formation‐scale hydraulic and mechanical properties of oceanic crust inferred from pore pressure response to periodic seafloor loading","year":2000,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Natural Resources Canada","funders":"","keywords":"Geology; Seafloor spreading; Oceanic crust; Outcrop; Crust; Basement; Borehole; Permeability (electromagnetism); Amplitude; Geophysics; Seabed; Igneous rock; Petrology; Geomorphology; Seismology; Geochemistry; Tectonics; Paleontology; Oceanography","score_opus":0.028144383658385362,"score_gpt":0.2670584459465751,"score_spread":0.2389140622881897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024826611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959732,0.0011635657,0.00006314795,0.0020245328,0.000040990162,0.00016844129,0.000026579348,0.000020322754,0.0005191987],"genre_scores_gemma":[0.9972416,0.00020862429,0.0015438793,0.00028009398,0.00014151754,9.731812e-7,0.000003682439,0.000006183062,0.000573452],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997597,0.00047961203,0.00043521004,0.00018560236,0.0009410525,0.00036152982],"domain_scores_gemma":[0.9986601,0.000392493,0.00011471675,0.00019509568,0.0002999069,0.00033768674],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011248485,0.00013079366,0.00033465007,0.00005026863,0.00020566685,0.00012734998,0.00039350704,0.00007808213,0.0016235064],"category_scores_gemma":[0.0004999142,0.000091625414,0.00010160022,0.00033966856,0.00024095146,0.000591947,0.000044184268,0.00050767726,0.00007619045],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03540196,0.0005958892,0.014688471,0.000375373,0.00037912792,0.00023592424,0.009541959,0.0013295875,0.13796034,0.00005320289,0.085201226,0.7142369],"study_design_scores_gemma":[0.0035208247,0.012247888,0.33967012,0.00250174,0.00018339446,0.00026580234,0.008918109,0.17544407,0.27007282,0.00890971,0.17724209,0.0010234307],"about_ca_topic_score_codex":0.0030647097,"about_ca_topic_score_gemma":0.000025372245,"teacher_disagreement_score":0.7132135,"about_ca_system_score_codex":0.000013317124,"about_ca_system_score_gemma":0.00017360365,"threshold_uncertainty_score":0.99928916},"labels":[],"label_agreement":null},{"id":"W2024860387","doi":"10.1190/1.1816120","title":"The application of AVO and inversion to the estimation of rock properties","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Amplitude versus offset; Inversion (geology); Lithology; Offset (computer science); Amplitude; Structural basin; Natural gas field; Seismology; Petrology; Geomorphology; Computer science; Engineering","score_opus":0.010374303746532913,"score_gpt":0.19556805491606946,"score_spread":0.18519375116953654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024860387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97979695,0.00032905382,0.0053729773,0.0054675713,0.000025375952,0.00027418634,0.000003996954,0.000035769255,0.008694127],"genre_scores_gemma":[0.998343,0.00008613957,0.0005621661,0.0004863582,0.0000051942293,8.058089e-7,0.000002815142,4.934087e-7,0.00051303045],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997256,0.00001917962,0.00007968332,0.000050365896,0.00008193442,0.000043234708],"domain_scores_gemma":[0.9998193,0.00003465383,0.000023673887,0.00009202318,0.000016799406,0.000013552738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015362626,0.00002689393,0.000034564935,0.000014198219,0.00009771504,0.000009060053,0.00008566858,0.000011092666,0.00012397183],"category_scores_gemma":[0.000012462881,0.000011782231,0.000008774505,0.00007085617,0.000038108512,0.000056491146,0.000004032189,0.000020717764,0.000034674926],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020654064,0.0000022687823,0.0028577712,0.0000066406355,0.0000016602328,9.2521475e-9,0.00026063697,0.0070898677,0.000103938044,0.000053115877,0.007121038,0.9824824],"study_design_scores_gemma":[0.00003478633,0.00005937815,0.0070027867,0.000010280716,0.000003540268,9.679657e-7,0.00025869723,0.92851317,0.019079207,0.0004340445,0.044573635,0.000029515515],"about_ca_topic_score_codex":0.003630889,"about_ca_topic_score_gemma":0.000036631867,"teacher_disagreement_score":0.98245287,"about_ca_system_score_codex":6.745061e-7,"about_ca_system_score_gemma":0.0000062486474,"threshold_uncertainty_score":0.5488843},"labels":[],"label_agreement":null},{"id":"W2025193905","doi":"10.9719/eeg.2014.47.6.625","title":"Aquifer Characterization Using Seismic Data on the Aquistore CCS Project, Canada","year":2014,"lang":"en","type":"article","venue":"Economic and Environmental Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aquifer; Geology; Water well; Sediment; Hydrology (agriculture); Coal; Groundwater; Geotechnical engineering; Geomorphology","score_opus":0.017866581600661537,"score_gpt":0.1821340649978024,"score_spread":0.16426748339714087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025193905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683845,0.000026988868,0.00017324611,0.0011891143,0.00024132145,0.00007550412,0.00012978622,0.000011668439,0.0013138968],"genre_scores_gemma":[0.9917845,0.00005510103,0.00004838358,0.007021222,0.00008709227,3.0630284e-7,0.00068368384,0.000002558277,0.00031714205],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994815,0.000051239647,0.00009364879,0.0002085044,0.00003323374,0.00013188603],"domain_scores_gemma":[0.99965024,0.00004713463,0.000049749993,0.00022464401,3.902255e-7,0.000027831875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012962785,0.00007727709,0.00008030056,0.000019231,0.00020654275,0.000009749635,0.0001710264,0.00003104042,0.00077226554],"category_scores_gemma":[0.0000043381224,0.000057160883,0.0000075784947,0.000008142615,0.00012430262,0.00008520462,0.00005345308,0.00006722244,0.00004398547],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006698907,0.000023438492,0.8031074,0.000012265449,0.000047961625,0.0000065855243,0.00042010428,0.0020569756,0.00043419938,0.0002216549,0.057968337,0.13563408],"study_design_scores_gemma":[0.000079009464,0.000039018916,0.05566548,0.0000023693624,0.0000052416995,0.00002315724,0.000119281714,0.63740796,0.000100290956,0.00006419109,0.30639914,0.000094893534],"about_ca_topic_score_codex":0.2978519,"about_ca_topic_score_gemma":0.013232328,"teacher_disagreement_score":0.74744195,"about_ca_system_score_codex":0.000021656784,"about_ca_system_score_gemma":0.000033626315,"threshold_uncertainty_score":0.84557664},"labels":[],"label_agreement":null},{"id":"W2025302226","doi":"10.1190/1.1598110","title":"Incorporating mechanisms of fluid pressure relaxation into inclusion-based models of elastic wave velocities","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Saturation (graph theory); Laminar flow; Moduli; Attenuation; Mechanics; Inclusion (mineral); Geology; Fluid dynamics; Flow (mathematics); Wavelength; Porous medium; Relaxation (psychology); Elastic modulus; Porosity; Mineralogy; Physics; Geotechnical engineering; Thermodynamics; Mathematics; Optics","score_opus":0.012581865956134803,"score_gpt":0.1919575952107694,"score_spread":0.1793757292546346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025302226","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4453219,0.0003659497,0.5461733,0.00012994412,0.0003451618,0.00028703382,0.00008225175,0.00013274369,0.0071617803],"genre_scores_gemma":[0.9722982,0.000005595943,0.027380385,0.00019664895,0.000013026012,8.8217075e-7,0.000052917094,0.000003714762,0.0000486341],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917173,0.00007325832,0.00022922936,0.00013456868,0.00027853725,0.00011266444],"domain_scores_gemma":[0.9993355,0.000122004596,0.00023054524,0.00016075926,0.000118705124,0.00003245386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000248839,0.00009571726,0.00016374639,0.00006937697,0.00015543788,0.0000075236844,0.00010771557,0.000056107026,0.00007385765],"category_scores_gemma":[0.000066666194,0.00008552584,0.000048307393,0.00018919895,0.00008789826,0.00018922164,0.000024182562,0.00008011738,0.0000049659966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026913517,0.00031944134,0.0074496064,0.0016808592,0.0001908224,0.000012809445,0.012994307,0.519188,0.07520289,0.20978735,0.0030930843,0.16981171],"study_design_scores_gemma":[0.00010640198,0.000105012274,0.00018774754,0.000050999417,0.000017282899,4.4762353e-7,0.00016667726,0.48021525,0.100783125,0.4182063,0.00007972579,0.00008102067],"about_ca_topic_score_codex":0.0021044016,"about_ca_topic_score_gemma":0.000007904064,"teacher_disagreement_score":0.52697635,"about_ca_system_score_codex":0.000003570833,"about_ca_system_score_gemma":0.00010366411,"threshold_uncertainty_score":0.34876427},"labels":[],"label_agreement":null},{"id":"W2025435619","doi":"10.1190/int-2013-0003.1","title":"Mudstone (“shale”) depositional and diagenetic processes: Implications for seismic analyses of source-rock reservoirs","year":2013,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"ConocoPhillips","keywords":"Geology; Source rock; Diagenesis; Bedding; Sedimentary depositional environment; Sedimentary rock; Oil shale; Lamination; Bed; Petrology; Anisotropy; Lithology; Geochemistry; Geomorphology; Paleontology; Structural basin","score_opus":0.024743936851106568,"score_gpt":0.2852186466624857,"score_spread":0.2604747098113791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025435619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7191865,0.00065629475,0.2778801,0.0010000298,0.000036231042,0.00034248192,0.000063790554,0.000059425678,0.00077516696],"genre_scores_gemma":[0.9944488,0.000046526966,0.0045621917,0.0005978698,0.000017875509,0.000026174292,0.00015902583,0.0000030803456,0.00013849472],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947256,0.00002467586,0.00018310433,0.00014879649,0.00007206447,0.000098802375],"domain_scores_gemma":[0.9993775,0.00022031546,0.00009409265,0.00009100738,0.0001748766,0.000042220214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006604551,0.00006905786,0.00009293498,0.00010327774,0.0000833079,0.00003922006,0.000094296185,0.000033164455,0.00015045867],"category_scores_gemma":[0.000111054615,0.000059680922,0.00003106152,0.0001267874,0.000048904018,0.00024340216,0.0000065665,0.000036087877,0.000019727711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015888449,0.000105483625,0.38228315,0.00088844314,0.00017519103,4.5689376e-7,0.0039563463,0.025699051,0.02012973,0.00008853187,0.02381788,0.54269683],"study_design_scores_gemma":[0.00021172328,0.000220357,0.20273165,0.00010645527,0.000052169737,0.000015954582,0.0003740004,0.76412773,0.020650124,0.010641662,0.00070105173,0.00016710951],"about_ca_topic_score_codex":0.0023583823,"about_ca_topic_score_gemma":0.000026979573,"teacher_disagreement_score":0.7384287,"about_ca_system_score_codex":0.0000034237935,"about_ca_system_score_gemma":0.000029984467,"threshold_uncertainty_score":0.35651842},"labels":[],"label_agreement":null},{"id":"W2025460314","doi":"10.1190/1.3059252","title":"Characterizing the elastic properties and seismic signature of a heavy oil sand reservoir: Manitou Lake, Saskatchewan","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Signature (topology); Petroleum engineering; Seismology; Mining engineering; Geochemistry","score_opus":0.024021576997933558,"score_gpt":0.1902126800062714,"score_spread":0.16619110300833784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025460314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890501,0.0011021768,0.00005553858,0.0023659503,0.000104142884,0.00006915823,0.00002250821,0.000100616504,0.007129812],"genre_scores_gemma":[0.9929546,0.0003425562,0.00038752175,0.002572523,0.000057453453,0.0000010286083,0.000015366628,0.0000036076103,0.003665328],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921894,0.000065232496,0.00016684283,0.0001726144,0.00018507587,0.00019130793],"domain_scores_gemma":[0.9995932,0.00008573289,0.00006052151,0.00016899518,0.00003802705,0.000053545664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019570279,0.000115390525,0.00014821038,0.00005710149,0.00025919836,0.00002972583,0.00017857087,0.00005786221,0.00033844286],"category_scores_gemma":[0.000029890496,0.00006321356,0.000035704754,0.000117101365,0.0002865531,0.00019260318,0.00002064432,0.0001853909,0.000019459416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013053328,0.00019976158,0.39291286,0.0010527881,0.0002665346,0.00019146799,0.046877675,0.00063666474,0.042660575,0.000048443577,0.21559745,0.29825047],"study_design_scores_gemma":[0.0014775126,0.0010914091,0.1905563,0.0007985626,0.00010727093,0.0011133524,0.018214826,0.12977646,0.30042407,0.0008017696,0.3542505,0.001387964],"about_ca_topic_score_codex":0.0039862483,"about_ca_topic_score_gemma":0.00037780494,"teacher_disagreement_score":0.29686248,"about_ca_system_score_codex":0.0000015916828,"about_ca_system_score_gemma":0.000051640807,"threshold_uncertainty_score":0.60260415},"labels":[],"label_agreement":null},{"id":"W2025570548","doi":"10.1190/int-2013-0134.1","title":"Quest to delineate shale channel hazard in sandy reservoir","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Lithology; Geology; Oil shale; Workflow; Drilling; Inversion (geology); Reservoir modeling; Seismic inversion; Channel (broadcasting); Amplitude versus offset; Petrology; Petroleum engineering; Mining engineering; Geomorphology; Paleontology; Amplitude; Computer science; Engineering","score_opus":0.012721621853181228,"score_gpt":0.24291626194677887,"score_spread":0.23019464009359764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025570548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9282804,0.000073384785,0.04299036,0.0026801517,0.00041020167,0.00017112413,0.000012524211,0.00015785437,0.025223969],"genre_scores_gemma":[0.9938337,0.0000068712366,0.0015880625,0.004198295,0.000055250403,0.0000023834616,0.00004777648,0.0000026433672,0.00026502137],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934494,0.0000725025,0.00015563013,0.00017160168,0.00011071647,0.0001446112],"domain_scores_gemma":[0.99969226,0.000065395005,0.00003078645,0.00011759571,0.0000366836,0.00005729149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003582572,0.00007002847,0.00008744904,0.00015352924,0.00003466528,0.00003991597,0.00013603529,0.00003511162,0.00021522022],"category_scores_gemma":[0.00016072557,0.00006212622,0.000022784867,0.00014152382,0.000017118635,0.00018271091,0.0000083738505,0.00007841957,0.0004354449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003287416,0.000035515175,0.20525004,0.000045051263,0.000010836787,0.000011157608,0.005955072,0.020282011,0.0003535264,0.00011511756,0.04878002,0.7188329],"study_design_scores_gemma":[0.000139133,0.00016222705,0.040575895,0.000104060615,0.0000025009929,0.0000036110127,0.00012727753,0.94167006,0.0023022785,0.0020605007,0.012721653,0.00013082488],"about_ca_topic_score_codex":0.0039121956,"about_ca_topic_score_gemma":0.0010026962,"teacher_disagreement_score":0.92138803,"about_ca_system_score_codex":0.0000068002855,"about_ca_system_score_gemma":0.000010064309,"threshold_uncertainty_score":0.5914095},"labels":[],"label_agreement":null},{"id":"W2025664217","doi":"10.1190/geo2014-0201.1","title":"Assessment of 4D seismic repeatability and CO2 detection limits using a sparse permanent land array at the Aquistore CO2 storage site","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Repeatability; Range (aeronautics); Geology; Sequence (biology); Monotonic function; Noise (video); Seismology; Mineralogy; Algorithm; Mathematics; Statistics; Computer science; Materials science; Chemistry; Mathematical analysis; Artificial intelligence","score_opus":0.028978059458194327,"score_gpt":0.24621177103061762,"score_spread":0.2172337115724233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025664217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965586,0.00019326764,0.0018032002,0.00010755558,0.00022228615,0.00014736775,0.00007310543,0.00004386541,0.00085073663],"genre_scores_gemma":[0.99895513,0.000020699757,0.00050264434,0.00028694407,0.0000721594,8.0781297e-7,0.000048342874,0.000003543954,0.00010974976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913216,0.000107575455,0.00014908699,0.00020948262,0.0002455485,0.00015613277],"domain_scores_gemma":[0.9993935,0.00006364564,0.00012066101,0.00027216115,0.000070310685,0.000079728154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039461485,0.00010912885,0.00014869602,0.000028414423,0.00019920303,0.000034241802,0.000088393164,0.000039867064,0.000030020576],"category_scores_gemma":[0.000021413282,0.0000783577,0.00004031331,0.00010776383,0.00019082427,0.00013790713,0.000021387234,0.0001260654,0.000011588294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012190074,0.000085577136,0.92932326,0.00012595562,0.000047531397,0.000013864747,0.0025237051,0.012946365,0.009081098,0.000015788351,0.002034754,0.043680206],"study_design_scores_gemma":[0.00070092554,0.0004533913,0.5387653,0.00006739788,0.00011199665,0.00007053169,0.00070456986,0.41798702,0.02080437,0.0014635642,0.018446105,0.0004248183],"about_ca_topic_score_codex":0.009980013,"about_ca_topic_score_gemma":0.00025292902,"teacher_disagreement_score":0.40504065,"about_ca_system_score_codex":0.000034734403,"about_ca_system_score_gemma":0.00007069878,"threshold_uncertainty_score":0.9966126},"labels":[],"label_agreement":null},{"id":"W2026114430","doi":"10.1109/icassp.2013.6638017","title":"Sparse seismic imaging using variable projection","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Variable (mathematics); Projection (relational algebra); Artificial intelligence; Computer vision; Algorithm; Mathematics","score_opus":0.017681389294642365,"score_gpt":0.21247950505555582,"score_spread":0.19479811576091347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026114430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5556008,0.00020543118,0.14213008,0.0015206065,0.0009930619,0.00055850134,0.000011231482,0.0010870545,0.2978932],"genre_scores_gemma":[0.9490304,0.000008136036,0.04462792,0.0043374733,0.00007861275,0.0000010310501,0.000016025031,0.0000032954206,0.0018971353],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999378,0.000028239006,0.000110612964,0.00016300728,0.000108133085,0.00021198893],"domain_scores_gemma":[0.99973434,0.0000211523,0.000033953318,0.00011564513,0.00004006617,0.000054847576],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014202144,0.00007928568,0.00007178025,0.000091732625,0.00013699906,0.00010052429,0.000092218186,0.000024105824,0.008960145],"category_scores_gemma":[0.000012712996,0.00006273396,0.000022584232,0.00017394268,0.000036442867,0.00057820615,0.000007271783,0.00007865737,0.000587022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007718016,0.000023967084,0.3663857,0.00002428483,0.000013874769,0.0000052163646,0.00012773924,0.0033826565,0.0023347274,0.00013436859,0.20933591,0.41822383],"study_design_scores_gemma":[0.00006219837,0.000010741755,0.003897998,0.000010787426,0.0000045645934,0.000037499853,0.00017860034,0.9692729,0.0017590179,0.00227521,0.022380821,0.00010966715],"about_ca_topic_score_codex":0.099285014,"about_ca_topic_score_gemma":0.0000067792043,"teacher_disagreement_score":0.9658902,"about_ca_system_score_codex":0.0000059553595,"about_ca_system_score_gemma":0.000033693064,"threshold_uncertainty_score":0.9919458},"labels":[],"label_agreement":null},{"id":"W2026141124","doi":"10.1111/j.1365-246x.2004.02255.x","title":"Coherent-state analysis of the seismic head wave problem: an overcomplete representation and its relationship to rays and beams","year":2004,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Geological Survey of Canada","funders":"","keywords":"Slowness; Paraxial approximation; Fourier transform; Plane wave; Seismic wave; Gaussian; Wave propagation; Ray tracing (physics); Physics; Mathematical analysis; Mathematics; Beam (structure); Optics; Geophysics; Quantum mechanics","score_opus":0.036474151968173,"score_gpt":0.27685120573543803,"score_spread":0.24037705376726504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026141124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933041,0.000027780934,0.0027843367,0.0032290078,0.0001334804,0.00008931954,0.000058218542,0.000013068553,0.00036069867],"genre_scores_gemma":[0.997489,0.000022121249,0.0013259698,0.0009161304,0.00006354195,6.576029e-7,0.00003626943,0.0000020700948,0.00014426559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914736,0.000065700486,0.00021497661,0.00015580557,0.00030898757,0.00010715558],"domain_scores_gemma":[0.999503,0.00007523217,0.00012898842,0.00008035853,0.000107711174,0.00010468556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017274251,0.00007536778,0.00012485632,0.00017048467,0.00014399718,0.00008495771,0.0001409095,0.000021896254,0.00008453885],"category_scores_gemma":[0.00004827457,0.000053242213,0.00006945779,0.00029830734,0.000054158572,0.00034385102,0.000025049558,0.00016695098,0.0000073590054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003699836,0.00024160116,0.63231015,0.000026113195,0.0011646247,0.00003579624,0.009371165,0.18111822,0.0032377946,0.0042602816,0.0016057956,0.16625847],"study_design_scores_gemma":[0.00025568416,0.00009363711,0.837648,0.000030800522,0.00007651202,0.000055729422,0.00010896822,0.13615488,0.00068302354,0.024496723,0.00031628206,0.00007977997],"about_ca_topic_score_codex":0.001378051,"about_ca_topic_score_gemma":0.0000904458,"teacher_disagreement_score":0.20533784,"about_ca_system_score_codex":0.000012218109,"about_ca_system_score_gemma":0.000024588266,"threshold_uncertainty_score":0.21711545},"labels":[],"label_agreement":null},{"id":"W2026154139","doi":"10.1111/j.1747-5457.2002.tb00101.x","title":"COMBINING GEOSTATISTICS AND MULTI‐ATTRIBUTE TRANSFORMS: A CHANNEL SAND CASE STUDY, <i>BLACKFOOT</i> OILFIELD (ALBERTA)","year":2002,"lang":"en","type":"article","venue":"Journal of Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Shell (Canada)","funders":"University of Calgary","keywords":"Geology; Geostatistics; Porosity; Seismic inversion; Seismic attribute; Cube (algebra); Volume (thermodynamics); Inversion (geology); Geomorphology; Geotechnical engineering; Seismology; Geometry; Mathematics; Statistics; Spatial variability","score_opus":0.02439380669001178,"score_gpt":0.23229223894339734,"score_spread":0.20789843225338556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026154139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905184,0.0013306764,0.004975827,0.0017449033,0.00044420117,0.00007726741,0.000018362012,0.000019981166,0.00087040896],"genre_scores_gemma":[0.99648166,0.00049995957,0.0012918249,0.0011849895,0.00008490514,4.0041053e-7,0.00000341379,0.0000042869115,0.0004485612],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988141,0.00011894617,0.00043886714,0.00015581345,0.00017326018,0.00029897748],"domain_scores_gemma":[0.99902415,0.00038294512,0.00023711077,0.00010614617,0.00008264553,0.00016697316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004543925,0.00015122206,0.00035078725,0.00020249431,0.00017529134,0.0000381266,0.00014887126,0.000089494024,0.0005851564],"category_scores_gemma":[0.00010416771,0.000117912416,0.00006540415,0.000092526985,0.00014123715,0.00019994075,0.00001207068,0.00039727567,0.000018430812],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016630776,0.00045967757,0.86401755,0.000057610327,0.00025642,0.014445253,0.0102743,0.0010047155,0.000032626605,0.000020601947,0.027043838,0.08222108],"study_design_scores_gemma":[0.017918205,0.018573768,0.049239818,0.00019380517,0.00068988896,0.19149244,0.04194285,0.6333326,0.000619136,0.0012246562,0.04320513,0.001567686],"about_ca_topic_score_codex":0.0074524283,"about_ca_topic_score_gemma":0.0011418692,"teacher_disagreement_score":0.81477773,"about_ca_system_score_codex":0.0000048512875,"about_ca_system_score_gemma":0.000018526722,"threshold_uncertainty_score":0.999157},"labels":[],"label_agreement":null},{"id":"W2026296064","doi":"10.1190/1.2144309","title":"Linearized AVO inversion with supercritical angles","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Cambridge","keywords":"Inversion (geology); Amplitude versus offset; Amplitude; Supercritical fluid; Geology; Offset (computer science); Algorithm; Seismology; Optics; Physics; Computer science; Thermodynamics","score_opus":0.01077662193083847,"score_gpt":0.20125145161091382,"score_spread":0.19047482968007534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026296064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80175054,0.00015774032,0.0034054432,0.0112988725,0.00009256327,0.00012204437,0.00001244464,0.0005855509,0.1825748],"genre_scores_gemma":[0.96787125,0.000027454018,0.023062497,0.007978485,0.00009445966,2.2877789e-7,0.00003116657,0.000002069935,0.000932375],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994079,0.000023295333,0.00008157207,0.00015163957,0.00015747877,0.00017814185],"domain_scores_gemma":[0.99971163,0.000051397095,0.0000042569554,0.00011156631,0.000027176851,0.00009397609],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010081402,0.00007568155,0.00008101274,0.00005519388,0.00009017912,0.00003599232,0.00010267821,0.000037862992,0.0065523232],"category_scores_gemma":[0.000016513404,0.000048580954,0.000024314748,0.00009623771,0.000094070965,0.0002456224,0.000005705564,0.00009109328,0.0007555978],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021160285,0.000076447184,0.23807365,0.000021328766,0.000022212156,0.000036271944,0.0003158076,0.00031542484,0.00047637493,0.0007947717,0.30387056,0.45578554],"study_design_scores_gemma":[0.0008193812,0.00038599895,0.009698895,0.00003581106,0.000019196435,0.00006224684,0.0005121254,0.3506649,0.034218498,0.0004081462,0.6027905,0.00038433896],"about_ca_topic_score_codex":0.0018862474,"about_ca_topic_score_gemma":0.00013574591,"teacher_disagreement_score":0.4554012,"about_ca_system_score_codex":0.0000027952074,"about_ca_system_score_gemma":0.000020986088,"threshold_uncertainty_score":0.9943558},"labels":[],"label_agreement":null},{"id":"W2026978741","doi":"10.1190/1.1512800","title":"Aquifer heterogeneity from SH-wave seismic impedance inversion","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Aquifer; Hydrogeology; Seismic inversion; Seismology; Penetrometer; Inversion (geology); Amplitude; Vertical seismic profile; Bayesian probability; Geodesy; Geotechnical engineering; Geophysics; Soil science; Azimuth; Geometry; Tectonics; Statistics; Groundwater; Mathematics","score_opus":0.02822088240115865,"score_gpt":0.1976150559444332,"score_spread":0.16939417354327457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026978741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905107,0.00043347006,0.0007214189,0.0004824069,0.0004198438,0.00008273768,0.00011182491,0.00021560935,0.0070219752],"genre_scores_gemma":[0.9923343,0.00017578228,0.0010959905,0.0054832604,0.00022426616,6.2262205e-7,0.00011037832,0.000005143632,0.00057022704],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989891,0.000048243368,0.00014012514,0.00030974427,0.0002304006,0.0002823991],"domain_scores_gemma":[0.99942774,0.000060972186,0.00006456926,0.00031503223,0.00002856569,0.00010311091],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000065087785,0.00015072801,0.00015124038,0.000039903527,0.00016197705,0.000046906494,0.00018922861,0.000067754765,0.0016909944],"category_scores_gemma":[0.000011310559,0.00013618823,0.000087844455,0.00015984614,0.00008353449,0.00027924054,0.000023671531,0.00016393283,0.0024252657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024095392,0.00006325178,0.06307709,0.000018316858,0.000045168068,0.000045449055,0.0006972351,0.0003715196,0.00079823926,0.0000294423,0.18689752,0.7479327],"study_design_scores_gemma":[0.00038921426,0.0001226937,0.035341974,0.000037417776,0.000030566654,0.000007732489,0.000114059665,0.8453461,0.017297782,0.007861696,0.09299956,0.00045119057],"about_ca_topic_score_codex":0.0064303926,"about_ca_topic_score_gemma":0.000023946226,"teacher_disagreement_score":0.8449746,"about_ca_system_score_codex":0.0000074856484,"about_ca_system_score_gemma":0.000009474816,"threshold_uncertainty_score":0.9992216},"labels":[],"label_agreement":null},{"id":"W2027201624","doi":"10.1190/1.1645453","title":"Influence of seismic anisotropy on prestack depth migration","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Prestack; Geology; Anisotropy; Seismology; Seismic anisotropy; Geophysics; Optics; Physics","score_opus":0.016646589710821474,"score_gpt":0.23541024380549044,"score_spread":0.21876365409466897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027201624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921303,0.00006540273,0.00074295327,0.0013938057,0.000071684604,0.000080560116,0.0000054078623,0.000080683014,0.0054292195],"genre_scores_gemma":[0.99721783,0.00004342589,0.00046583405,0.0018656624,0.00003945833,4.522479e-7,0.000008450811,0.0000022383872,0.00035661817],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9995018,0.00003290134,0.000104481245,0.000105881874,0.00012746923,0.00012744553],"domain_scores_gemma":[0.9996574,0.00006371308,0.000058505924,0.00017337447,0.000020746713,0.000026246478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016184614,0.00006759782,0.00007635471,0.000046762794,0.00009261329,0.00001673092,0.00019773559,0.000023268698,0.000025628875],"category_scores_gemma":[0.000036381083,0.000043982534,0.000028179747,0.00011955088,0.00009396658,0.00012233313,0.000005179279,0.00010151412,0.00035324556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014438339,0.00006517154,0.14539073,0.00006285063,0.00003103373,0.000010925516,0.0044693025,0.70867646,0.0055275233,0.002512016,0.035833497,0.097276084],"study_design_scores_gemma":[0.0009736532,0.0010444842,0.44418263,0.0004719503,0.000052165633,0.00004925125,0.000409954,0.058538344,0.3663185,0.0329762,0.094379514,0.0006033611],"about_ca_topic_score_codex":0.0033589194,"about_ca_topic_score_gemma":0.00008923896,"teacher_disagreement_score":0.65013814,"about_ca_system_score_codex":0.0000065797767,"about_ca_system_score_gemma":0.000026177064,"threshold_uncertainty_score":0.50777036},"labels":[],"label_agreement":null},{"id":"W2027240298","doi":"10.1190/1.3059251","title":"Seismic attenuation and well log analysis in a heavy oilfield","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Geology; Well logging; Seismology; Petroleum engineering; Optics; Physics","score_opus":0.015200891273772813,"score_gpt":0.21183091251883013,"score_spread":0.19663002124505732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027240298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730783,0.00013261159,0.0026087726,0.0013862676,0.000029102483,0.000038586655,0.0000019240642,0.00005916581,0.022665251],"genre_scores_gemma":[0.99444395,0.00020496927,0.0010348068,0.0030463412,0.000011626066,2.5056596e-7,0.000024615363,7.2661567e-7,0.0012327109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954206,0.000026377997,0.00010074259,0.0001385443,0.00008434116,0.00010796594],"domain_scores_gemma":[0.9998042,0.000047269783,0.000019767418,0.000081297294,0.000009880438,0.000037573293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012694385,0.000052069197,0.000097104035,0.00021394689,0.000058298952,0.000011228002,0.000051163577,0.000034380064,0.001318386],"category_scores_gemma":[0.000010073187,0.000042090975,0.000027527047,0.00036742966,0.000045929686,0.00011654689,0.0000041841745,0.00006351463,0.000089766094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006578738,0.0000043923924,0.98175085,0.0000015864978,0.0000090153435,0.000005869961,0.00012837426,0.00058622693,0.0000032518742,0.000004257841,0.0061628395,0.011336748],"study_design_scores_gemma":[0.00010784231,0.00003391279,0.5918273,0.0000029993084,0.000017164832,0.000014409872,0.00010562827,0.4016908,0.0006149717,0.00028725836,0.0052115796,0.000086137356],"about_ca_topic_score_codex":0.021022286,"about_ca_topic_score_gemma":0.0005470142,"teacher_disagreement_score":0.40110457,"about_ca_system_score_codex":0.0000017642819,"about_ca_system_score_gemma":0.000010489302,"threshold_uncertainty_score":0.99959457},"labels":[],"label_agreement":null},{"id":"W2027268515","doi":"10.1190/1.3059335","title":"Phase‐shift time‐stepping for reverse‐time migration","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Aliasing; Time–frequency analysis; Seismic migration; Fourier transform; Computer science; Impulse (physics); Short-time Fourier transform; Wave equation; Algorithm; Mathematical analysis; Fourier analysis; Mathematics; Physics; Computer vision","score_opus":0.020860459957731586,"score_gpt":0.2311039853557511,"score_spread":0.21024352539801952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027268515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7362699,0.000407757,0.038528543,0.011805442,0.0007107372,0.001185937,0.00021941986,0.0017489081,0.20912336],"genre_scores_gemma":[0.9092425,0.000082605206,0.030798638,0.009989111,0.00026003466,0.0000039057054,0.0006625328,0.000007755408,0.04895292],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994118,0.000020423236,0.00012743071,0.00016018336,0.00011066164,0.00016947367],"domain_scores_gemma":[0.99969995,0.00006918901,0.000039535546,0.00010898646,0.000026884181,0.000055441018],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015960411,0.000079112615,0.00009903652,0.00006661746,0.00021045057,0.000019693654,0.00010033503,0.00004155587,0.0044456334],"category_scores_gemma":[0.000030425164,0.000065020504,0.000055619534,0.00008990762,0.000048750935,0.00024335753,0.000003162576,0.00004473687,0.0014659485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035492994,0.00002843648,0.00220616,0.0000068894356,0.000008045876,0.000003480638,0.00019682157,0.000017703273,0.0006779861,0.000016207568,0.95809853,0.03870427],"study_design_scores_gemma":[0.00088428106,0.0004282532,0.0010998845,0.000018099303,0.00001205385,0.000030329154,0.00004725025,0.2888623,0.012336285,0.00066109136,0.695373,0.0002472157],"about_ca_topic_score_codex":0.0014369612,"about_ca_topic_score_gemma":0.000012859147,"teacher_disagreement_score":0.2888446,"about_ca_system_score_codex":0.0000030187198,"about_ca_system_score_gemma":0.000026555323,"threshold_uncertainty_score":0.9993115},"labels":[],"label_agreement":null},{"id":"W2027357377","doi":"10.1093/gji/ggt019","title":"Seismic waveform tomography across the Seattle Fault Zone in Puget Sound: resolution analysis and effectiveness of visco-acoustic inversion of viscoelastic data","year":2013,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology; Attenuation; Seismology; Viscoelasticity; Tomography; Waveform; Inversion (geology); Seismic tomography; Acoustics; Acoustic attenuation; Geophysics; Radar; Optics; Materials science; Mantle (geology); Physics","score_opus":0.011729058928704643,"score_gpt":0.255647489192089,"score_spread":0.24391843026338436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027357377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97282493,0.00006590432,0.026329283,0.00028614982,0.00017312379,0.00008940282,0.00013489425,0.000007932737,0.00008839909],"genre_scores_gemma":[0.9993597,0.000048987524,0.00027306587,0.00009184594,0.00006165588,8.376793e-7,0.00014415818,0.0000022287618,0.000017481956],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988516,0.0001441387,0.00028044044,0.00017825076,0.00037931144,0.00016627302],"domain_scores_gemma":[0.9990481,0.00038627337,0.00018798771,0.00018407917,0.00013615222,0.000057372017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061272795,0.00009575215,0.00020614325,0.00023317435,0.00009366055,0.00006756615,0.00045607093,0.00004094788,0.00013496348],"category_scores_gemma":[0.00007562039,0.00006293372,0.00008960968,0.0004402162,0.000246663,0.00054299907,0.00008747856,0.0002326551,0.000011365349],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044662104,0.0002603043,0.8719834,0.000118834316,0.00091642624,0.000012257437,0.0007808202,0.06813093,0.002943449,0.00011388125,0.0013101486,0.052982893],"study_design_scores_gemma":[0.00019150258,0.00006720976,0.45729843,0.00004916462,0.000044888995,0.000014557651,0.0001741637,0.53835434,0.00031518113,0.0034070062,0.000032854114,0.00005072205],"about_ca_topic_score_codex":0.007927445,"about_ca_topic_score_gemma":0.000120287994,"teacher_disagreement_score":0.4702234,"about_ca_system_score_codex":0.000012402759,"about_ca_system_score_gemma":0.000022452099,"threshold_uncertainty_score":0.99867886},"labels":[],"label_agreement":null},{"id":"W2027530460","doi":"10.5194/se-5-1123-2014","title":"3-D geomechanical–numerical model of the contemporary crustal stress state in the Alberta Basin (Canada)","year":2014,"lang":"en","type":"article","venue":"Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Geological Survey; Helmholtz-Alberta Initiative","keywords":"Geology; Geothermal gradient; Structural basin; Context (archaeology); Stress (linguistics); Seismology; Cauchy stress tensor; Basin and range topography; Geophysics; Geomorphology; Paleontology","score_opus":0.014188876231110169,"score_gpt":0.19771423691102302,"score_spread":0.18352536067991285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027530460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92421305,0.00016262972,0.00610956,0.0075825118,0.0004079894,0.00044837946,0.00028258792,0.000047652557,0.06074566],"genre_scores_gemma":[0.99425286,0.000008317324,0.00016074203,0.005035576,0.000019677773,7.247974e-7,0.000014264847,0.0000026822822,0.0005051628],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989257,0.00018988422,0.00019827907,0.00014974915,0.0003301903,0.00020620515],"domain_scores_gemma":[0.99936616,0.00020402933,0.000077950346,0.00028475633,0.000020580348,0.000046511865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034487378,0.0000936314,0.0001553391,0.000027170001,0.000078462326,0.000018499217,0.00041171123,0.00003117973,0.00012053851],"category_scores_gemma":[0.00007890949,0.000051402916,0.000049157134,0.00014783886,0.000088051995,0.00008271994,0.000021114563,0.00019484827,0.000007764634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036984225,0.0002840246,0.43348867,0.00017942193,0.00008795387,0.000027690598,0.0060839676,0.15915634,0.00035831783,0.00350313,0.19390601,0.20255464],"study_design_scores_gemma":[0.00020281365,0.00006788438,0.024130855,0.000035190737,0.0000039935153,0.0000036871932,0.00026159966,0.95514834,0.003156478,0.0032799058,0.013575855,0.00013340414],"about_ca_topic_score_codex":0.6548218,"about_ca_topic_score_gemma":0.15361378,"teacher_disagreement_score":0.795992,"about_ca_system_score_codex":0.0000023248526,"about_ca_system_score_gemma":0.00020828881,"threshold_uncertainty_score":0.8618306},"labels":[],"label_agreement":null},{"id":"W2027741585","doi":"10.1016/j.acha.2007.06.007","title":"Sparsity- and continuity-promoting seismic image recovery with curvelet frames","year":2007,"lang":"en","type":"article","venue":"Applied and Computational Harmonic Analysis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; BP Global","keywords":"Curvelet; Seismic migration; Operator (biology); Mathematics; Algorithm; Diagonal; Norm (philosophy); Nonlinear system; Anisotropic diffusion; Image (mathematics); Applied mathematics; Computer science; Artificial intelligence; Wavelet; Geometry; Law","score_opus":0.006585635530758154,"score_gpt":0.20257723951311069,"score_spread":0.19599160398235252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027741585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8158292,0.00023472046,0.18061104,0.0003309437,0.000012195918,0.00007620048,0.000021328877,0.00007345735,0.0028108647],"genre_scores_gemma":[0.977933,0.000048543086,0.020316027,0.0014581523,0.000025686306,5.2324964e-7,0.0001614543,0.0000030316921,0.000053565785],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990834,0.000021931804,0.00017725918,0.00030383517,0.00020669065,0.00020689065],"domain_scores_gemma":[0.99943584,0.00024031565,0.0001015075,0.000077256474,0.00004568687,0.00009939195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047718195,0.00012702274,0.0002184989,0.00022707613,0.00022236383,0.0000964062,0.00007868147,0.000042510885,0.00012505928],"category_scores_gemma":[0.0000067865763,0.000104994986,0.00004583211,0.00044925258,0.00015877676,0.00012756116,0.000017196511,0.00013350857,0.000014252572],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022419714,0.000050361643,0.29949498,0.000048927515,0.0011557806,0.000042555093,0.0009821401,0.008948612,0.00008892125,0.0015090602,0.0011525253,0.68630195],"study_design_scores_gemma":[0.00057205494,0.00011444654,0.53580445,0.000018259387,0.0005441297,0.000033228,0.00082479895,0.44520852,0.00052093377,0.014145612,0.0018028881,0.00041070205],"about_ca_topic_score_codex":0.0008460704,"about_ca_topic_score_gemma":0.00004942228,"teacher_disagreement_score":0.6858913,"about_ca_system_score_codex":0.0000046462246,"about_ca_system_score_gemma":0.000021629807,"threshold_uncertainty_score":0.42815715},"labels":[],"label_agreement":null},{"id":"W2027858497","doi":"10.1190/1.1445844","title":"3-D seismic horizon-based approaches to fracture-swarm sweet spot definition in tight-gas reservoirs","year":2002,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sweet spot; Tight gas; Geology; Horizon; Fracture (geology); Seismology; Swarm behaviour; Petroleum engineering; Mathematics; Computer science; Geotechnical engineering; Petrology; Artificial intelligence; Hydraulic fracturing; Geometry","score_opus":0.10494218980293446,"score_gpt":0.2292698191097987,"score_spread":0.12432762930686425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027858497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8959313,0.00051385077,0.0035909705,0.037746403,0.00041666732,0.0004000341,0.000024632907,0.0003586538,0.06101747],"genre_scores_gemma":[0.991097,0.000027930439,0.001413462,0.006566726,0.00014080227,0.000004742524,0.000043097014,0.000007984227,0.00069825334],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988311,0.00013489056,0.0001856752,0.00027226144,0.00021738847,0.000358669],"domain_scores_gemma":[0.99927974,0.00024919098,0.000055011857,0.00031342127,0.0000129369655,0.000089725036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054784416,0.00015558652,0.00016541102,0.00020898454,0.0001919367,0.000074940006,0.0003883997,0.00008237666,0.00049597136],"category_scores_gemma":[0.00007195043,0.00011027996,0.00005575618,0.0003878045,0.000083870706,0.00014343717,0.000012649347,0.00031773074,0.0017612246],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014422301,0.0001225473,0.047642037,0.000075488024,0.000023249986,0.000041043088,0.004835289,0.08137632,0.00011731195,0.00023774612,0.7259597,0.13942502],"study_design_scores_gemma":[0.00050656794,0.00037142288,0.008697666,0.00016964463,0.000022427124,0.000017630797,0.00041290265,0.6782929,0.01302146,0.005779713,0.29215768,0.00055000937],"about_ca_topic_score_codex":0.0017564411,"about_ca_topic_score_gemma":0.00009552156,"teacher_disagreement_score":0.59691656,"about_ca_system_score_codex":0.00001994925,"about_ca_system_score_gemma":0.000016801954,"threshold_uncertainty_score":0.99901605},"labels":[],"label_agreement":null},{"id":"W2027864613","doi":"10.1190/1.3064072","title":"Uncertainty analysis in geophysical imaging","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Computer science; Presentation (obstetrics); Geology; Geophysics; Library science; Operations research; Data science; Seismology; Mathematics","score_opus":0.011334890505962682,"score_gpt":0.2101532276678188,"score_spread":0.19881833716185612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027864613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938056,0.0000639167,0.0012319052,0.0007225011,0.00004631728,0.000036209953,0.000005322098,0.0001364128,0.059701405],"genre_scores_gemma":[0.99639153,0.000022831757,0.0010288856,0.0019177748,0.000019705889,1.9806484e-7,0.00003362653,7.1858295e-7,0.00058473216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945754,0.000026619497,0.00009769468,0.00014634947,0.00011517928,0.0001566069],"domain_scores_gemma":[0.9997799,0.000042755204,0.000015897327,0.00010634276,0.000011817769,0.000043334177],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000094306255,0.000056533783,0.00010948527,0.00020171964,0.00006201915,0.0000097447955,0.000098886165,0.000013537472,0.0019806551],"category_scores_gemma":[0.000010070021,0.000043707445,0.00006378911,0.00062008476,0.000067395296,0.00011403907,0.0000046914415,0.00007269999,0.00016908396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034406996,0.0000063125426,0.974584,5.1115524e-7,0.000008511765,0.000023751289,0.000065531865,0.0013208644,0.0000035003181,0.000018474877,0.0053577255,0.018607363],"study_design_scores_gemma":[0.000059693084,0.0000064502765,0.6038986,0.0000011826498,0.000009813079,0.0000058363294,0.00006195027,0.39127913,0.00010976712,0.00034380998,0.00415429,0.00006945922],"about_ca_topic_score_codex":0.05970496,"about_ca_topic_score_gemma":0.0004360586,"teacher_disagreement_score":0.38995826,"about_ca_system_score_codex":0.0000031671277,"about_ca_system_score_gemma":0.000015727113,"threshold_uncertainty_score":0.99893165},"labels":[],"label_agreement":null},{"id":"W2029007278","doi":"10.1139/e02-053","title":"Three-dimensional velocity images beneath the KangDian Tethyan tectonic zone of China","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Chinese Academy of Sciences","keywords":"Geology; Crust; Tectonics; Seismology; Transition zone; Depth of focus (tectonics); Upper crust; Low-velocity zone; Mantle (geology); Oceanic crust; Paleontology; Lithosphere; Subduction; Geophysics","score_opus":0.01911696651476547,"score_gpt":0.20054826711603801,"score_spread":0.18143130060127255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029007278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795953,0.0054122177,0.00018612806,0.006473474,0.0006027142,0.00009350819,0.00007089992,0.0000111679155,0.00755459],"genre_scores_gemma":[0.9962515,0.000046703964,0.0027231243,0.00072591245,0.00009239178,9.567733e-8,0.0000013456837,0.0000019565518,0.00015691658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987441,0.000058248974,0.00029356117,0.00014132769,0.0004028559,0.00035993746],"domain_scores_gemma":[0.99906284,0.00011278485,0.00023493727,0.00013942663,0.00010445405,0.00034554917],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010656245,0.000108182176,0.00017887457,0.0003036619,0.00058017095,0.00009452821,0.0006383546,0.000040912873,0.003801374],"category_scores_gemma":[0.00012710369,0.00006524893,0.00010166087,0.00052719424,0.0011478679,0.00035300295,0.00000665916,0.00024135824,0.000035124987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011761474,0.000021790687,0.7349436,0.00001583454,0.000045836972,0.0001310296,0.0010969664,0.003384345,0.000150151,0.0001692438,0.04214602,0.21788341],"study_design_scores_gemma":[0.00026335212,0.00071356905,0.9281715,0.00013124663,0.000027934462,0.0004880652,0.00032926595,0.036027838,0.0034706998,0.0020701145,0.028043449,0.00026296562],"about_ca_topic_score_codex":0.08326496,"about_ca_topic_score_gemma":0.08079239,"teacher_disagreement_score":0.21762045,"about_ca_system_score_codex":0.0000026052983,"about_ca_system_score_gemma":0.0004962507,"threshold_uncertainty_score":0.9971093},"labels":[],"label_agreement":null},{"id":"W2029173566","doi":"10.1190/1.1503191","title":"Heavy-oil reservoir characterization using elastic wave properties","year":2002,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Characterization (materials science); Petroleum engineering; Reservoir modeling; Geology; Environmental science; Materials science; Nanotechnology","score_opus":0.08240676483892675,"score_gpt":0.22459183146216288,"score_spread":0.14218506662323613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029173566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983575,0.00039160543,0.0006746474,0.0025118596,0.0004790359,0.0000661348,0.000008639833,0.000219153,0.012073951],"genre_scores_gemma":[0.9898821,0.00009362948,0.00026630887,0.001404355,0.00019592256,6.19642e-7,0.000015394604,0.000004918463,0.008136737],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932384,0.000073467105,0.00011865814,0.00013579478,0.000136463,0.00021176106],"domain_scores_gemma":[0.9996706,0.000043339507,0.000049727896,0.00017422595,0.000024785832,0.00003731977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020701381,0.00008887906,0.000092927716,0.000058352853,0.000305377,0.0000816059,0.00016257654,0.00003489225,0.0006099265],"category_scores_gemma":[0.000051629668,0.00005521156,0.000029783869,0.00015436836,0.00010233472,0.00023453603,0.000012196407,0.00013202985,0.0006502044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014711382,0.00008785265,0.028941121,0.00023038275,0.000070549126,0.000040139188,0.012545775,0.0019995305,0.061959058,0.00014275555,0.07825725,0.81557846],"study_design_scores_gemma":[0.000104745246,0.000055989825,0.0026173291,0.00013894934,0.000017911665,0.000051147053,0.00011961437,0.9081886,0.01323718,0.00012647168,0.07514245,0.0001996418],"about_ca_topic_score_codex":0.00037756842,"about_ca_topic_score_gemma":0.000005461249,"teacher_disagreement_score":0.906189,"about_ca_system_score_codex":0.000008476102,"about_ca_system_score_gemma":0.000008409453,"threshold_uncertainty_score":0.8357279},"labels":[],"label_agreement":null},{"id":"W2029177589","doi":"10.1016/j.cageo.2012.12.005","title":"Task-parallel implementation of 3D shortest path raytracing for geophysical applications","year":2012,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Institut National de la Recherche Scientifique","funders":"","keywords":"Discretization; Computer science; Shortest path problem; Cuboid; Algorithm; Task (project management); Path (computing); Parallel computing; Implementation; Computational science; Geometry; Mathematics; Theoretical computer science; Mathematical analysis","score_opus":0.016704584600282818,"score_gpt":0.26514749092498674,"score_spread":0.24844290632470392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029177589","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29385957,0.00036855627,0.70310223,0.00040043582,0.0006253314,0.00060917437,0.00010299059,0.00012829213,0.00080341514],"genre_scores_gemma":[0.9332086,0.000016011956,0.06608755,0.000435836,0.00014961419,0.000009925963,0.00007114532,0.0000015950216,0.00001974292],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99914527,0.000022880622,0.00018291929,0.00018112133,0.00018368925,0.00028413892],"domain_scores_gemma":[0.9995133,0.00013917827,0.00010266378,0.000119282384,0.00003971748,0.00008584721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033514935,0.00008335209,0.00011543864,0.00007505992,0.00020915676,0.00003554322,0.00025698583,0.000022155471,0.000062475694],"category_scores_gemma":[0.00000578835,0.00006904403,0.00004793566,0.00020872494,0.00015753391,0.000395295,0.000014566578,0.000042551623,0.000016044189],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055956857,0.000044723183,0.23738416,0.000019067,0.0000076797605,1.3252041e-7,0.0007415246,0.00031314406,0.0002468733,0.00059882074,0.0060849725,0.7545533],"study_design_scores_gemma":[0.0005414158,0.0005005226,0.6023923,0.00004465238,0.000053903208,0.000014575739,0.0025543834,0.28737584,0.0034045998,0.0029741735,0.099588685,0.0005549245],"about_ca_topic_score_codex":0.0018749522,"about_ca_topic_score_gemma":0.000017160673,"teacher_disagreement_score":0.7539984,"about_ca_system_score_codex":0.000003790135,"about_ca_system_score_gemma":0.000037417794,"threshold_uncertainty_score":0.28343794},"labels":[],"label_agreement":null},{"id":"W2029437181","doi":"10.1093/qjmam/hbq005","title":"Regions of Invalidity of Ray-Centred Coordinates","year":2010,"lang":"en","type":"article","venue":"The Quarterly Journal of Mechanics and Applied Mathematics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Princeton University","keywords":"Log-polar coordinates; Generality; Bipolar coordinates; Orthogonal coordinates; Spatial reference system; Action-angle coordinates; Generalized coordinates; Neighbourhood (mathematics); Computer science; Mathematics; Geometry; Mathematical analysis; Computer vision; Psychology","score_opus":0.018761131362775234,"score_gpt":0.2102181583403806,"score_spread":0.19145702697760536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029437181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562493,0.0002372034,0.040969346,0.00078747043,0.00030784847,0.00019173522,0.000032345582,0.00001708737,0.0012076884],"genre_scores_gemma":[0.979937,0.000067126566,0.01988874,0.00006109252,0.000029991357,1.4999819e-7,0.0000014564679,0.0000028134075,0.000011583831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99924046,0.000016931052,0.00039203357,0.000052273037,0.00020074876,0.000097542994],"domain_scores_gemma":[0.99893135,0.00020414978,0.0005642401,0.00016164134,0.00008708583,0.00005152112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006638947,0.00007992069,0.00024624183,0.00006230821,0.000058382822,0.000015738642,0.00025189182,0.000046992063,0.00008935871],"category_scores_gemma":[0.00002395256,0.000047322505,0.00006155095,0.00008190041,0.000066623514,0.00005293394,0.000006600013,0.00020466631,0.000001932327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025919918,0.0006082322,0.0002813501,0.00085172785,0.00032929887,0.000011046609,0.031737145,0.00015187198,0.13491562,0.5928935,0.019018812,0.21894221],"study_design_scores_gemma":[0.0006859228,0.00075471296,0.000066017616,0.00013982535,0.00014624106,0.0001594803,0.013821374,0.032999426,0.057896696,0.8922169,0.00093778066,0.00017559242],"about_ca_topic_score_codex":0.00003077223,"about_ca_topic_score_gemma":0.000004383248,"teacher_disagreement_score":0.29932344,"about_ca_system_score_codex":8.068308e-7,"about_ca_system_score_gemma":0.000027093623,"threshold_uncertainty_score":0.19297557},"labels":[],"label_agreement":null},{"id":"W2029472371","doi":"10.1029/1999gl011243","title":"Capabilities of 3‐D wavelet transforms to detect plume‐like structures from seismic tomography","year":2000,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Plume; Geology; Wavelet; Noise (video); Gaussian; Seismology; Computational physics; Physics; Meteorology; Computer science","score_opus":0.01649307748162653,"score_gpt":0.253898235840237,"score_spread":0.23740515835861048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029472371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99362105,0.000078104895,0.00026259865,0.0039231908,0.000081582715,0.0002730468,0.00023448742,0.00008906982,0.0014368384],"genre_scores_gemma":[0.99203,0.000033705874,0.002253658,0.005249667,0.00014681148,0.000005405132,0.00006445721,0.0000073410256,0.0002089297],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99762756,0.00019673753,0.00023366448,0.00040677463,0.0008818878,0.00065339997],"domain_scores_gemma":[0.99888486,0.00042861665,0.00002100021,0.0003607387,0.000061523024,0.00024328161],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032569675,0.00016630668,0.00025614552,0.0002692249,0.00017715269,0.0000638365,0.0005159255,0.00006273416,0.0034678644],"category_scores_gemma":[0.000041708732,0.00012931426,0.00015808415,0.0006068209,0.0005297675,0.00020060308,0.000015342608,0.00043419874,0.00033128858],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034002043,0.000024635186,0.0019663707,0.000043689368,0.0000540943,0.00002026086,0.0021470163,0.0004805146,0.012696465,0.000020028112,0.06407778,0.91812915],"study_design_scores_gemma":[0.001464044,0.0022051116,0.40286082,0.00024085848,0.00004796868,0.000010359322,0.0016944343,0.021794751,0.20021814,0.09119523,0.27677447,0.0014938228],"about_ca_topic_score_codex":0.07546063,"about_ca_topic_score_gemma":0.00013845581,"teacher_disagreement_score":0.91663533,"about_ca_system_score_codex":0.000010756838,"about_ca_system_score_gemma":0.000043765358,"threshold_uncertainty_score":0.9974431},"labels":[],"label_agreement":null},{"id":"W2029825620","doi":"10.1007/s10921-006-0007-4","title":"A Modified Born Approximation for Scattering in Isotropic and Anisotropic Elastic Solids","year":2006,"lang":"en","type":"article","venue":"Journal of Nondestructive Evaluation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Born approximation; Isotropy; Anisotropy; Scattering; Solid mechanics; Range (aeronautics); Physics; Mathematical analysis; Materials science; Mathematics; Optics; Composite material; Thermodynamics","score_opus":0.023180240762652776,"score_gpt":0.2634558046345451,"score_spread":0.24027556387189233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029825620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95921624,0.0001782225,0.039671935,0.00021640428,0.00017113979,0.00020380944,0.000004430399,0.000007777117,0.00033001756],"genre_scores_gemma":[0.98439777,0.000011188023,0.015372414,0.00005852755,0.00013418322,0.0000014921401,0.000013208327,0.000002375898,0.000008856212],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917877,0.00008412909,0.0002857419,0.00009836635,0.00024338698,0.000109588764],"domain_scores_gemma":[0.9994311,0.00008557726,0.00023489946,0.00004535478,0.00017862124,0.000024486384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062551827,0.00007062731,0.00012838111,0.00022850069,0.000057566078,0.00003828886,0.000058307094,0.00003177201,0.000034186112],"category_scores_gemma":[0.00009195546,0.00006067675,0.000031861622,0.00010616041,0.00004233975,0.0004072821,0.0000033207825,0.0000856052,0.0000012421577],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055237446,0.000106325584,0.46362492,0.00014585216,0.000044715183,0.000007524676,0.001002994,0.070879586,0.007758603,0.0012465116,0.0015816744,0.4530489],"study_design_scores_gemma":[0.0008931423,0.00022809372,0.46835196,0.000044824024,0.000030844425,0.000043825283,0.00015146928,0.47489336,0.00079141516,0.054453153,0.000047515256,0.000070383656],"about_ca_topic_score_codex":0.00038455555,"about_ca_topic_score_gemma":0.00003056467,"teacher_disagreement_score":0.45297855,"about_ca_system_score_codex":0.000032105585,"about_ca_system_score_gemma":0.00006111156,"threshold_uncertainty_score":0.2474326},"labels":[],"label_agreement":null},{"id":"W2029928762","doi":"10.1190/1.1543213","title":"Crooked-line 2D seismic reflection imaging in crystalline terrains: Part 1, data processing","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Stacking; Terrain; Normal moveout; Reflection (computer programming); Stack (abstract data type); Residual; Midpoint; Line (geometry); SIGNAL (programming language); Wedge (geometry); Data processing; Seismology; Seismic survey; Mineralogy; Computer science; Optics; Algorithm; Geometry; Physics; Anisotropy; Geography; Mathematics; Cartography; Database","score_opus":0.0392730693459552,"score_gpt":0.2658576095858724,"score_spread":0.2265845402399172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029928762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9062801,0.0028235072,0.030282373,0.0024661848,0.0011379094,0.00069479493,0.00022302744,0.0010055575,0.055086568],"genre_scores_gemma":[0.9947643,0.0000709602,0.0019865003,0.002081916,0.00016430454,0.0000012766751,0.00045231474,0.000007776099,0.00047063638],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877125,0.000085594285,0.0002346567,0.0003899757,0.00019431695,0.00032420695],"domain_scores_gemma":[0.9993821,0.000033334425,0.00008919857,0.00040412962,0.00003334476,0.000057931113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048729687,0.00015274396,0.0001572742,0.000097118645,0.00015303917,0.000088874396,0.00028797772,0.00003930895,0.00017282025],"category_scores_gemma":[0.000060627837,0.00013775904,0.00002676866,0.00035280825,0.00007447896,0.00071562134,0.000023366427,0.00020758093,0.00007602158],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003920898,0.0000650028,0.060193755,0.000078346326,0.0000075648304,0.000035782377,0.00040928455,0.0031452575,0.00039510435,0.000031640422,0.017988035,0.917611],"study_design_scores_gemma":[0.0005491908,0.00009809138,0.004543793,0.00015961776,0.00002217164,0.000036807254,0.00032636616,0.69242287,0.0020153662,0.0074292314,0.29194894,0.00044755577],"about_ca_topic_score_codex":0.0019742942,"about_ca_topic_score_gemma":0.00008291008,"teacher_disagreement_score":0.91716343,"about_ca_system_score_codex":0.000011120945,"about_ca_system_score_gemma":0.00007782793,"threshold_uncertainty_score":0.5617651},"labels":[],"label_agreement":null},{"id":"W2029977636","doi":"10.3997/2214-4609.20141184","title":"Application of Matrix Square Root and Its Inverse to Downward Wavefield Extrapolation","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Square root; Helmholtz equation; Mathematics; Extrapolation; Discretization; Inverse; Computation; Operator (biology); Square matrix; Matrix decomposition; Matrix (chemical analysis); Algorithm; Inverse problem; Invertible matrix; Mathematical analysis; Helmholtz free energy; Applied mathematics; Geometry; Symmetric matrix; Physics; Eigenvalues and eigenvectors; Boundary value problem","score_opus":0.009735568992008422,"score_gpt":0.22471672772837958,"score_spread":0.21498115873637116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029977636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98545325,0.000080892096,0.003505033,0.0010749211,0.000042908763,0.00019784545,0.0000062500553,0.00010258723,0.009536344],"genre_scores_gemma":[0.9971905,0.000011257142,0.0021753851,0.0004723707,0.000041774798,0.0000019301683,0.000008345778,0.000001943431,0.000096506905],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995324,0.0000036235613,0.0001101521,0.00014480192,0.00011113811,0.000097855846],"domain_scores_gemma":[0.9997569,0.000016296508,0.000055319913,0.00003827886,0.000068780246,0.00006445056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020294929,0.00006023777,0.00007880131,0.00008922739,0.000050100658,0.000020560268,0.00007522613,0.000041785264,0.000070454116],"category_scores_gemma":[0.000055513938,0.000053433734,0.00001505501,0.00013698364,0.000015880023,0.00017748825,0.000008447962,0.000050280745,0.000047912254],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048374128,0.000011369331,0.66277015,0.00019608751,0.0000044867265,9.9274274e-8,0.0013066117,0.000035096662,0.007117437,0.0023910438,0.013107764,0.31301147],"study_design_scores_gemma":[0.00034826226,0.0004357441,0.21790646,0.00008856838,0.000026500922,0.00001256693,0.00051573955,0.57225627,0.0621403,0.0056832754,0.14022818,0.00035810488],"about_ca_topic_score_codex":0.0004734722,"about_ca_topic_score_gemma":0.000010697043,"teacher_disagreement_score":0.57222116,"about_ca_system_score_codex":0.0000018436816,"about_ca_system_score_gemma":0.000004299464,"threshold_uncertainty_score":0.21789643},"labels":[],"label_agreement":null},{"id":"W2030144655","doi":"10.1190/geo2012-0200.1","title":"Multidimensional de-aliased Cadzow reconstruction of seismic records","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hankel matrix; Interpolation (computer graphics); Alias; Algorithm; Matrix (chemical analysis); Mathematics; Rank (graph theory); Frequency domain; Hankel transform; Computer science; Mathematical analysis; Fourier transform; Artificial intelligence; Combinatorics; Data mining","score_opus":0.013000254103526948,"score_gpt":0.21120302082565529,"score_spread":0.19820276672212833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030144655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939254,0.00010837174,0.0010787838,0.00009913242,0.00061466167,0.00005112854,0.000031555766,0.00006511315,0.0040258416],"genre_scores_gemma":[0.98884577,0.00002553363,0.0100253085,0.0006053805,0.00016479772,4.2263912e-7,0.000040942556,0.000002552402,0.00028927822],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993981,0.00004529898,0.00012437145,0.00009084147,0.000121197525,0.00022014926],"domain_scores_gemma":[0.99963695,0.000057106045,0.00007719793,0.000117032,0.00003626197,0.00007543893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020367533,0.00007398272,0.000101746096,0.000043937198,0.00006353231,0.0000046170385,0.000065392174,0.000036246263,0.00048663674],"category_scores_gemma":[0.000018629331,0.00006668854,0.00005101077,0.00011303163,0.00007142448,0.00022505787,0.0000058518963,0.00009166617,0.00015881984],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028001117,0.00003445352,0.40537828,0.000021580718,0.000015388348,8.40764e-7,0.0003113996,0.00020111214,0.0015106272,0.00012505014,0.010393298,0.58197993],"study_design_scores_gemma":[0.0006298429,0.00021714089,0.5999377,0.0001276435,0.00007048674,0.00013169281,0.00073970354,0.18279083,0.14605846,0.009831667,0.058798354,0.0006665089],"about_ca_topic_score_codex":0.0065126624,"about_ca_topic_score_gemma":0.000005219877,"teacher_disagreement_score":0.58131343,"about_ca_system_score_codex":0.0000057865036,"about_ca_system_score_gemma":0.00003796976,"threshold_uncertainty_score":0.98452413},"labels":[],"label_agreement":null},{"id":"W2030170218","doi":"10.1190/1.2135111","title":"V P / V S characterization of a heavy-oil reservoir","year":2005,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nexen (Canada); University of Calgary","funders":"University of Calgary","keywords":"Petroleum engineering; Characterization (materials science); Reservoir modeling; Environmental science; Geology; Materials science; Nanotechnology","score_opus":0.022821469509449025,"score_gpt":0.23401677317159003,"score_spread":0.211195303662141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030170218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671591,0.00009676766,0.0002105674,0.0057849,0.00014130196,0.000030432733,0.000011252019,0.000088019755,0.026477639],"genre_scores_gemma":[0.9922632,0.00006620879,0.00036680698,0.0016630697,0.00015470921,3.550159e-7,0.000027963257,0.0000020043963,0.0054556956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995696,0.000040285126,0.00010320952,0.00007727754,0.00009650565,0.000113113914],"domain_scores_gemma":[0.9997144,0.000044913715,0.000051248306,0.000147851,0.000019414698,0.00002218968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027281797,0.000048225345,0.00007207094,0.000041986474,0.0000823661,0.000016113974,0.00018076265,0.000022981518,0.00034121855],"category_scores_gemma":[0.000022414302,0.000031453103,0.000026020422,0.00011589571,0.00006449823,0.00013983696,0.000007015633,0.000074829666,0.00038017664],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006726629,0.000023142016,0.022290753,0.000036263365,0.000014333241,0.000001308326,0.0021750736,0.00015365062,0.031126449,0.00023490112,0.047889862,0.895987],"study_design_scores_gemma":[0.00015250631,0.00006576862,0.02160865,0.00007047762,0.000011634511,0.00001255759,0.00007784915,0.03578471,0.19763026,0.000332208,0.74410444,0.00014896793],"about_ca_topic_score_codex":0.00029369412,"about_ca_topic_score_gemma":0.000016855525,"teacher_disagreement_score":0.895838,"about_ca_system_score_codex":0.000002930176,"about_ca_system_score_gemma":0.0000122919855,"threshold_uncertainty_score":0.48865286},"labels":[],"label_agreement":null},{"id":"W2030370667","doi":"10.1190/1.1851278","title":"A case study in the local estimation of shear‐wave logs","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Shear (geology); Estimation; Geology; Computer science; Engineering; Paleontology","score_opus":0.030045115805858363,"score_gpt":0.2498432931134507,"score_spread":0.21979817730759232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030370667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98505,0.000015462567,0.011238292,0.00040672056,0.000025723313,0.00014413227,0.0000014734275,0.000024443601,0.0030937514],"genre_scores_gemma":[0.9970979,0.0000012852287,0.0021588404,0.0007172297,0.000004867413,4.7401153e-7,0.000003169497,5.389655e-7,0.000015706666],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995994,0.000043537708,0.00010300683,0.00007165714,0.000110118395,0.00007227402],"domain_scores_gemma":[0.9998159,0.00004687149,0.000019517853,0.00009467363,0.000009189025,0.000013866182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033404262,0.00003826413,0.00005433689,0.00005186746,0.00003513829,0.0000106061,0.00006244803,0.000015266758,0.0001952476],"category_scores_gemma":[0.000012953986,0.000022224309,0.000013648175,0.00013576174,0.000049647177,0.00008099749,0.0000029721161,0.00006068307,0.000021469508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003203959,0.0003332187,0.14025046,0.00001764205,0.000010577638,0.0035001538,0.01582849,0.07061787,0.0000027995322,0.00023590543,0.0028009268,0.76636994],"study_design_scores_gemma":[0.0016376273,0.0016269785,0.10909801,0.00003887033,0.000025800126,0.0058072195,0.12862909,0.7404627,0.0015383799,0.010528683,0.00032799243,0.00027864607],"about_ca_topic_score_codex":0.11702174,"about_ca_topic_score_gemma":0.0013861055,"teacher_disagreement_score":0.7660913,"about_ca_system_score_codex":0.0000024707697,"about_ca_system_score_gemma":0.00001987905,"threshold_uncertainty_score":0.8888581},"labels":[],"label_agreement":null},{"id":"W2030400978","doi":"10.1190/1.3560167","title":"Gabor deconvolution: Estimating reflectivity by nonstationary deconvolution of seismic data","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":284,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"","keywords":"Deconvolution; Gabor transform; Convolution (computer science); Fourier transform; Attenuation; Gabor wavelet; Blind deconvolution; Algorithm; Mathematics; Wavelet; Wavelet transform; Computer science; Time–frequency analysis; Discrete wavelet transform; Optics; Artificial intelligence; Mathematical analysis; Computer vision; Filter (signal processing); Physics","score_opus":0.052556530017832184,"score_gpt":0.2501744476518695,"score_spread":0.19761791763403735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030400978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8180827,0.00045653307,0.16386034,0.00017023072,0.0007866963,0.00024472876,0.0008509551,0.0002808854,0.015266965],"genre_scores_gemma":[0.95093346,0.000020367308,0.04777336,0.0003609578,0.00006245481,7.556668e-7,0.0007557634,0.000003545151,0.000089346795],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991597,0.00005398443,0.00019318926,0.00025590375,0.00015665886,0.0001805552],"domain_scores_gemma":[0.99925244,0.00007290341,0.00014836356,0.0003977189,0.00007745979,0.00005112793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024120435,0.000099683704,0.00013058985,0.000046162993,0.00012895332,0.000011228161,0.00032657382,0.000036467303,0.00030590006],"category_scores_gemma":[0.000050627514,0.00009793383,0.00002910424,0.00019150475,0.00012306302,0.00065459067,0.00003549066,0.00010401437,0.00011461617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009814391,0.0001899923,0.16983959,0.00009586592,0.00006818668,0.0000065217796,0.0009576965,0.00048392045,0.00088842213,0.00043797854,0.13868576,0.6882479],"study_design_scores_gemma":[0.00021697761,0.00011941026,0.063263156,0.00004275984,0.0000327252,0.000011696327,0.00012167977,0.9076489,0.004680076,0.018903116,0.0047051106,0.00025438712],"about_ca_topic_score_codex":0.00701456,"about_ca_topic_score_gemma":0.000024777346,"teacher_disagreement_score":0.907165,"about_ca_system_score_codex":0.0000064021133,"about_ca_system_score_gemma":0.00007381229,"threshold_uncertainty_score":0.9995978},"labels":[],"label_agreement":null},{"id":"W2030585704","doi":"10.2118/115736-ms","title":"Anisotropic Stress Models Improve Completion Design in the Baxter Shale","year":2008,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":183,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Anisotropy; Isotropy; Stress (linguistics); Poromechanics; Oil shale; Geology; Hydraulic fracturing; Petrophysics; Geotechnical engineering; Mechanics; Modulus; Materials science; Porosity; Porous medium; Optics; Physics; Composite material","score_opus":0.05077358487482575,"score_gpt":0.23998173237727619,"score_spread":0.18920814750245044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030585704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8304952,0.00034730975,0.14426741,0.004650175,0.0001399735,0.0008683657,0.00026398458,0.00035801053,0.018609585],"genre_scores_gemma":[0.99620515,0.00034775728,0.0019226725,0.0013488145,0.000043805743,0.000004557772,0.00008068141,0.0000021359845,0.000044432647],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990949,0.00011265775,0.00016776801,0.00022951263,0.00019590954,0.00019923101],"domain_scores_gemma":[0.9996461,0.00007773242,0.0000396228,0.00014306836,0.00004965833,0.00004377728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025714605,0.000106499436,0.00012407564,0.00006713841,0.00016031892,0.00004218345,0.0001580425,0.00008435146,0.00019608026],"category_scores_gemma":[0.000017589642,0.000073657735,0.000028884573,0.00012237969,0.00019398771,0.00042282112,0.000013820838,0.00020494768,0.000030064602],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012262027,0.0010382214,0.19841841,0.00028323208,0.000048140475,0.0007567481,0.015996711,0.003029379,0.011564443,0.044768367,0.22647263,0.49639753],"study_design_scores_gemma":[0.001862494,0.0026781268,0.382256,0.00035043538,0.000043100532,0.00055861933,0.0049311635,0.34940732,0.009562732,0.2410336,0.0060403626,0.0012760638],"about_ca_topic_score_codex":0.001648956,"about_ca_topic_score_gemma":0.00007829489,"teacher_disagreement_score":0.49512145,"about_ca_system_score_codex":0.000004989443,"about_ca_system_score_gemma":0.000026514988,"threshold_uncertainty_score":0.3003675},"labels":[],"label_agreement":null},{"id":"W2030612672","doi":"10.1190/1.3626497","title":"Resolution on multiples: Interpreters' perceptions, decision making, and multiple attenuation","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpreter; Multiple; Computer science; Interpretation (philosophy); Perception; Resolution (logic); Rendering (computer graphics); Operations research; Artificial intelligence; Data science; Psychology; Mathematics; Arithmetic; Programming language","score_opus":0.03692641760159838,"score_gpt":0.25435260606393634,"score_spread":0.21742618846233797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030612672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749558,0.0001358772,0.01214675,0.00026224178,0.00040912448,0.00017144284,0.000011765935,0.00018640414,0.0117206015],"genre_scores_gemma":[0.9940694,0.00004982956,0.0043862937,0.0012274337,0.00005823443,8.285698e-7,0.000010863365,0.0000035047117,0.00019361574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993818,0.00007349096,0.00011652999,0.00017190317,0.000111884336,0.00014440542],"domain_scores_gemma":[0.99947554,0.00025078445,0.00004851762,0.00017682108,0.00001763908,0.00003071705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035629777,0.00008492041,0.00007299301,0.00008878319,0.00024556962,0.00003491654,0.00014762314,0.00004416566,0.00026624597],"category_scores_gemma":[0.00014357177,0.00005666572,0.000029945943,0.00007359918,0.00010488907,0.0001457489,0.000010795863,0.00013301935,0.0005055211],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022804724,0.000018911023,0.2632145,0.00000961556,0.000009608229,0.0000026134373,0.009720663,0.00010085108,0.0002998184,0.000085905085,0.038006768,0.6883027],"study_design_scores_gemma":[0.00046785714,0.0003968097,0.5919673,0.00050430273,0.000030031251,0.00003890677,0.0021822935,0.38414904,0.0016466612,0.0037882137,0.014464073,0.00036449055],"about_ca_topic_score_codex":0.000517895,"about_ca_topic_score_gemma":0.000049442606,"teacher_disagreement_score":0.6879382,"about_ca_system_score_codex":0.000008648168,"about_ca_system_score_gemma":0.000005581046,"threshold_uncertainty_score":0.6497619},"labels":[],"label_agreement":null},{"id":"W2030795504","doi":"10.1139/e99-122","title":"The complexity of the crust and Moho under the southeastern Superior and Grenville provinces of the Canadian Shield from seismic refraction - wide-angle reflection data","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Coda; Geology; Seismology; Reflection (computer programming); Classification of discontinuities; Refraction; Crust; Seismic refraction; Amplitude; Geophysics; Optics","score_opus":0.05499567837697261,"score_gpt":0.23732864807479825,"score_spread":0.18233296969782564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030795504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778752,0.0013581201,0.0000063412226,0.018110745,0.00032653887,0.00010892946,0.00017626317,0.0000019355905,0.002035975],"genre_scores_gemma":[0.99839675,0.00012866908,0.000079279016,0.0011230058,0.00004474775,1.2188923e-7,0.0000016778106,0.0000014892433,0.00022427809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899226,0.00017322325,0.00022623925,0.00013633023,0.0002677955,0.00020415343],"domain_scores_gemma":[0.99916446,0.00016008077,0.00019355839,0.0002674071,0.000048750615,0.00016576923],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00082994025,0.0000758108,0.0001072642,0.0000685289,0.0015685995,0.0001896938,0.000799206,0.000038269496,0.00025631892],"category_scores_gemma":[0.00008502823,0.00003230865,0.000033945278,0.00024750724,0.0027606958,0.0003004235,0.000016063477,0.00020927285,0.000001518108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026488184,0.0000041005696,0.9260555,0.000007752964,0.000032879,0.0000023468697,0.0020035938,0.00081648614,0.00005820593,0.00010415931,0.0023122157,0.0685763],"study_design_scores_gemma":[0.00012297962,0.00013338563,0.91273546,0.000107570304,0.00003536423,0.00008983559,0.005949424,0.017419556,0.0004854619,0.0038583106,0.058960043,0.00010258193],"about_ca_topic_score_codex":0.88615674,"about_ca_topic_score_gemma":0.97952354,"teacher_disagreement_score":0.093366764,"about_ca_system_score_codex":0.000004350949,"about_ca_system_score_gemma":0.001198133,"threshold_uncertainty_score":0.9999532},"labels":[],"label_agreement":null},{"id":"W2031117900","doi":"10.1190/1.2369873","title":"Evaluations of prestack anisotropic Kirchhoff, phase‐shift‐plus‐interpolation and reverse‐time depth migration methods for dipping TI media","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Prestack; Seismic migration; Interpolation (computer graphics); Geology; Anisotropy; Computer science; Geodesy; Algorithm; Optics; Physics; Seismology; Computer graphics (images)","score_opus":0.03332355083261102,"score_gpt":0.3369066253378599,"score_spread":0.3035830745052489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031117900","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14660527,0.00048128676,0.8431202,0.0012115851,0.00018339719,0.00059510214,0.000080286336,0.00016690674,0.007555945],"genre_scores_gemma":[0.7008314,0.00003076757,0.2978004,0.0002582261,0.00007355204,0.000003863147,0.0004573892,0.0000040472387,0.00054038945],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991587,0.00012744065,0.00025867458,0.0001867603,0.00012976912,0.00013869611],"domain_scores_gemma":[0.99923575,0.00041823706,0.000116272866,0.000116416246,0.000073440664,0.00003986982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005321009,0.000093833405,0.00014701147,0.00012264155,0.000107585634,0.000035377943,0.00007874446,0.00005393579,0.0005760126],"category_scores_gemma":[0.00013612174,0.000079975835,0.000046455563,0.00012352821,0.000068887464,0.00030910427,0.000006690041,0.000047198606,0.000011478243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023289645,0.000116845375,0.06497315,0.00016329394,0.000062809486,8.2579015e-7,0.0019198194,0.0008996634,0.026304634,0.0019507995,0.09186227,0.811513],"study_design_scores_gemma":[0.0007364194,0.0002034447,0.03358702,0.000036623995,0.00005460447,0.000002743119,0.00014487289,0.93003005,0.011782345,0.009742087,0.013530916,0.00014889502],"about_ca_topic_score_codex":0.004900946,"about_ca_topic_score_gemma":0.00037150615,"teacher_disagreement_score":0.9291304,"about_ca_system_score_codex":0.0000068094114,"about_ca_system_score_gemma":0.000042527074,"threshold_uncertainty_score":0.7408797},"labels":[],"label_agreement":null},{"id":"W2031228433","doi":"10.1007/s11227-006-7945-6","title":"Spherical harmonic transforms for discrete multiresolution applications","year":2006,"lang":"en","type":"article","venue":"The Journal of Supercomputing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pacific Institute for the Mathematical Sciences; University of Calgary","funders":"","keywords":"Computer science; Spherical harmonics; Computation; Grid; Quadrature (astronomy); Computational science; Harmonic analysis; Geodetic datum; Algorithm; Fast Fourier transform; Representation (politics); Multiresolution analysis; Theoretical computer science; Applied mathematics; Mathematics; Geometry; Discrete wavelet transform; Mathematical analysis; Wavelet; Geodesy; Physics","score_opus":0.013502561644357794,"score_gpt":0.22747388833467477,"score_spread":0.213971326690317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031228433","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3160593,0.00084467314,0.68039244,0.001675349,0.00011593546,0.00018874908,0.000009802689,0.000036552432,0.00067723513],"genre_scores_gemma":[0.98045903,0.000031923224,0.018897766,0.00024717726,0.00031977225,3.304478e-7,0.00000909664,0.0000024906308,0.00003237969],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993849,0.00003573886,0.00025108553,0.00005134186,0.00012762865,0.00014929753],"domain_scores_gemma":[0.9995858,0.00018599565,0.0000821746,0.00006275037,0.000052834974,0.000030440602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006214585,0.000059567592,0.00009498534,0.000031331718,0.00023948443,0.000024378334,0.00019347623,0.000023766728,0.000039980936],"category_scores_gemma":[0.000009373795,0.00003400537,0.00008298488,0.00009209823,0.00006050514,0.00014644503,0.0000033534398,0.00012488275,0.000006590464],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017992302,0.000059304533,0.026174132,0.00005095572,0.000042651438,0.000003061841,0.00088843604,0.024355577,0.004384234,0.00031305052,0.021203153,0.9223455],"study_design_scores_gemma":[0.0009797743,0.00039179414,0.036214992,0.00009057286,0.00011205321,0.00033767943,0.0013361605,0.83193475,0.01092492,0.010167782,0.10722344,0.00028607761],"about_ca_topic_score_codex":0.0011251671,"about_ca_topic_score_gemma":0.000013264006,"teacher_disagreement_score":0.9220594,"about_ca_system_score_codex":0.0000066218686,"about_ca_system_score_gemma":0.000022372606,"threshold_uncertainty_score":0.18419449},"labels":[],"label_agreement":null},{"id":"W2031250827","doi":"10.1190/tle32010080.1","title":"A multicomponent seismic framework for estimating reservoir oil volume","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geostatistics; Oil field; Geology; Volume (thermodynamics); Reservoir engineering; Petroleum engineering; Petroleum reservoir; Oil in place; Reservoir modeling; Reservoir simulation; Petroleum; Statistics; Mathematics; Paleontology","score_opus":0.04142544614064485,"score_gpt":0.2796180448243768,"score_spread":0.23819259868373194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031250827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57508546,0.0016726921,0.39004448,0.014481319,0.0046321494,0.00036290512,0.000056698565,0.00085782015,0.012806447],"genre_scores_gemma":[0.8652524,0.000009576312,0.12820303,0.002690602,0.00073016033,0.0000053039885,0.00002250127,0.0000074750405,0.0030789752],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990802,0.00006595016,0.00014766539,0.00013717204,0.00013479945,0.0004342143],"domain_scores_gemma":[0.99906015,0.00050673203,0.000072050956,0.00024965729,0.000022286453,0.00008913434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078667054,0.00011162849,0.00012944231,0.00004834661,0.0003695468,0.00005675808,0.00030908443,0.000061204984,0.00017701693],"category_scores_gemma":[0.00027003337,0.000075030606,0.00006697003,0.000104798724,0.00008563766,0.00019950476,0.000019112866,0.00021823918,0.0007726571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007762925,0.000055445762,0.074947886,0.00015324191,0.000046941397,0.000001865331,0.0059171636,0.006015074,0.00018291057,0.00091626844,0.2747014,0.63698417],"study_design_scores_gemma":[0.00010220537,0.00003194319,0.002118636,0.00009641172,0.00001798919,0.000012025188,0.0001798979,0.8084283,0.0006751077,0.0035310863,0.1846483,0.00015807925],"about_ca_topic_score_codex":0.00067878276,"about_ca_topic_score_gemma":0.0000027330025,"teacher_disagreement_score":0.8024132,"about_ca_system_score_codex":0.000010043393,"about_ca_system_score_gemma":0.000013270618,"threshold_uncertainty_score":0.9931202},"labels":[],"label_agreement":null},{"id":"W2031406913","doi":"10.1016/j.amc.2006.12.013","title":"Fast wavelet-Taylor Galerkin method for linear and non-linear wave problems","year":2007,"lang":"en","type":"article","venue":"Applied Mathematics and Computation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Wavelet; Galerkin method; Mathematics; Taylor series; Mathematical analysis; Applied mathematics; Linear system; Algorithm; Nonlinear system; Computer science; Physics; Quantum mechanics","score_opus":0.025837406973899597,"score_gpt":0.2637951045539902,"score_spread":0.23795769758009058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031406913","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03750308,0.000041174826,0.95895725,0.00010734026,0.000042200925,0.00039909803,0.0000102495205,0.00006121257,0.0028783819],"genre_scores_gemma":[0.27496627,0.00001560672,0.7245272,0.00034161657,0.000052283605,0.0000032874336,0.000055322704,0.000005211594,0.00003323883],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993148,0.0000046010314,0.00021696642,0.00018353609,0.00011191642,0.000168191],"domain_scores_gemma":[0.9994762,0.00026216998,0.00009778365,0.00006406263,0.000034611287,0.000065200635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066290767,0.00010958296,0.00015394381,0.00007301745,0.0001322082,0.000037251895,0.00004121772,0.00005511505,0.000013735233],"category_scores_gemma":[0.0000101802025,0.00009109423,0.00002149222,0.000078006786,0.000041457268,0.000049892933,0.000010344612,0.00006658982,0.0000068987206],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021899974,0.000029334447,0.00009319182,0.00029675785,0.000015976662,0.000001200561,0.0014663169,0.00064653595,0.00062579353,0.0016966455,0.0006278502,0.9944785],"study_design_scores_gemma":[0.00030109257,0.000079330595,0.00035051967,0.000022083857,0.00001657506,0.000014070204,0.00044568605,0.9680804,0.0026047092,0.026620248,0.0013357335,0.00012957037],"about_ca_topic_score_codex":0.000087671004,"about_ca_topic_score_gemma":0.0000076206866,"teacher_disagreement_score":0.99434894,"about_ca_system_score_codex":0.0000023530633,"about_ca_system_score_gemma":0.0000074083323,"threshold_uncertainty_score":0.3714715},"labels":[],"label_agreement":null},{"id":"W2031431642","doi":"10.1080/10916460500529068","title":"Application of Acoustic Wave Propagation Analysis Methods for Monitoring a Miscible Mixing Zone in Porous Media","year":2007,"lang":"en","type":"article","venue":"Petroleum Science and Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Petroleum Technology Research Centre","keywords":"Porous medium; Mixing (physics); Biot number; Acoustics; Displacement (psychology); Reflection (computer programming); Mechanics; Materials science; Acoustic wave; Porosity; Poromechanics; Wave propagation; Optics; Physics; Composite material; Computer science","score_opus":0.015077357242128754,"score_gpt":0.2876143429297542,"score_spread":0.2725369856876254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031431642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5147113,0.00026018408,0.48428518,0.00030434105,0.000058953283,0.00010160831,0.0000025378451,0.000063761116,0.00021210701],"genre_scores_gemma":[0.9029832,0.00002863217,0.09693085,0.0000235413,0.000013602108,0.0000046623536,0.000004856666,0.0000013716573,0.000009305054],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902886,0.000013460272,0.00022336007,0.00028701656,0.00017420833,0.00027309623],"domain_scores_gemma":[0.99936944,0.00017906468,0.00011569839,0.00015912172,0.00013556739,0.000041090745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026289127,0.00007050642,0.00017205098,0.0016817753,0.00012490043,0.000016893411,0.00019326316,0.000075512595,0.0000044272606],"category_scores_gemma":[0.00033565896,0.000061518156,0.000019831768,0.0028114417,0.00044373897,0.00017243333,0.000018853549,0.00009248106,7.50059e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012176645,0.000011516825,0.26050454,0.000014073215,0.0000076545275,0.000001048351,0.0001243918,0.0002538705,0.041117657,0.00018210035,0.0000029806222,0.697768],"study_design_scores_gemma":[0.00022482921,0.00013170618,0.106823675,0.0000160406,0.00006546508,0.000012568177,0.0013094476,0.6574204,0.22969118,0.0037221657,0.0004387345,0.00014379252],"about_ca_topic_score_codex":0.0008709841,"about_ca_topic_score_gemma":0.00015500013,"teacher_disagreement_score":0.6976242,"about_ca_system_score_codex":0.000017067001,"about_ca_system_score_gemma":0.000051117542,"threshold_uncertainty_score":0.25086376},"labels":[],"label_agreement":null},{"id":"W2031478370","doi":"10.2118/173210-ms","title":"Simulation of Coupled Thermal-Hydrological-Mechanical Phenomena in Porous and Fractured Media","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Energy Technology Laboratory; CMG Reservoir Simulation Foundation; Colorado School of Mines","keywords":"Porous medium; Thermal; Computer science; Materials science; Geology; Porosity; Geotechnical engineering; Physics; Meteorology","score_opus":0.028503821487271087,"score_gpt":0.23690198228954354,"score_spread":0.20839816080227244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031478370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936467,0.00024021341,0.0010811301,0.00052230153,0.000057627396,0.00007801669,0.0000034767886,0.00005756413,0.00431296],"genre_scores_gemma":[0.9976585,0.00000974221,0.0010793698,0.0011813795,0.000025924579,2.1034651e-7,0.000018360417,0.0000010822475,0.000025457231],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946684,0.000042891585,0.00014896026,0.000113295806,0.00012703039,0.00010098708],"domain_scores_gemma":[0.99955654,0.00024017144,0.00004354385,0.00007112338,0.00002183852,0.000066784996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035530733,0.00005663461,0.000119631695,0.000051865663,0.000012719328,0.000007825846,0.000065166416,0.00005587411,0.0006100165],"category_scores_gemma":[0.0001590002,0.000038388152,0.000010805699,0.00007552999,0.00004667551,0.00009180941,0.000007806194,0.00006691174,0.000010738607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059246883,0.00015295745,0.36748236,0.000028331979,0.000024620425,0.000038459526,0.0040607178,0.30797794,0.0008119792,0.0005652532,0.002118223,0.3161467],"study_design_scores_gemma":[0.00030956592,0.00010477376,0.02367523,0.0000033283711,0.0000024647375,9.2077846e-7,0.0001377513,0.9716071,0.0003641006,0.0025637888,0.001168519,0.00006249594],"about_ca_topic_score_codex":0.0019997945,"about_ca_topic_score_gemma":0.000055784392,"teacher_disagreement_score":0.6636291,"about_ca_system_score_codex":0.0000022853746,"about_ca_system_score_gemma":0.0000142638655,"threshold_uncertainty_score":0.6679253},"labels":[],"label_agreement":null},{"id":"W2031640016","doi":"10.1029/2001jb001638","title":"Seismic velocity, anisotropy, and fluid pressure in the Barbados accretionary wedge from an offset vertical seismic profile with seabed sources","year":2003,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Environment Research Council; Colorado School of Mines; National Science Foundation","keywords":"Geology; Borehole; Wedge (geometry); Pore water pressure; Seismology; Accretionary wedge; Anisotropy; Overburden pressure; Décollement; Petrology; Subduction; Tectonics; Geometry; Geotechnical engineering","score_opus":0.0210036034053566,"score_gpt":0.2761816333427354,"score_spread":0.25517802993737876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031640016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559486,0.0010978153,0.00035845436,0.0019344699,0.00004896173,0.00022412937,0.000029990444,0.000018373865,0.0006929398],"genre_scores_gemma":[0.99676126,0.00015495247,0.0020539686,0.0006860262,0.00017164624,0.0000026112662,0.00001880334,0.000007995376,0.00014271162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966337,0.0011573869,0.00030357036,0.00027626625,0.0011541733,0.000474866],"domain_scores_gemma":[0.99831486,0.0008963897,0.000074199466,0.00024413875,0.00021598664,0.00025444373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012707609,0.00017013666,0.00028593262,0.000040482653,0.0002828644,0.00020741399,0.00053466647,0.000094167044,0.00045108882],"category_scores_gemma":[0.00033628958,0.000098245735,0.00006416803,0.00040345785,0.000531032,0.00057463907,0.000032025637,0.0009631088,0.000035847115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047881813,0.001514901,0.7658237,0.00018335287,0.00042029182,0.00086556876,0.0062467726,0.005457109,0.0030000056,0.0011520317,0.110040426,0.10050762],"study_design_scores_gemma":[0.00142897,0.0029446974,0.55871665,0.00017954822,0.000056240013,0.00014184846,0.0037830493,0.38027865,0.0028368812,0.016899232,0.032412868,0.00032138423],"about_ca_topic_score_codex":0.0062206136,"about_ca_topic_score_gemma":0.0000701567,"teacher_disagreement_score":0.37482154,"about_ca_system_score_codex":0.000013046581,"about_ca_system_score_gemma":0.00028693245,"threshold_uncertainty_score":0.9403748},"labels":[],"label_agreement":null},{"id":"W2032176669","doi":"10.3997/2214-4609.20141590","title":"Application of a Convex Phase Retrieval Method to Blind Seismic Deconvolution","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wavelet; Deconvolution; Convex optimization; Phase retrieval; Mathematics; Blind deconvolution; Amplitude; Algorithm; Mathematical optimization; Phase (matter); Regular polygon; Autocorrelation; Fourier transform; Computer science; Applied mathematics; Mathematical analysis; Physics; Artificial intelligence; Statistics; Optics; Geometry","score_opus":0.015180021078207193,"score_gpt":0.2817175679951327,"score_spread":0.2665375469169255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032176669","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47612286,0.000047901165,0.51189196,0.0012458023,0.000087875,0.0003370726,0.000013575683,0.00018045738,0.010072457],"genre_scores_gemma":[0.9651146,0.000004735924,0.03303408,0.0016467633,0.00007172364,0.0000017922065,0.000017706529,0.0000031365123,0.00010546345],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992579,0.000012369135,0.00018535095,0.00021791991,0.00017083272,0.00015562457],"domain_scores_gemma":[0.99955565,0.00004518851,0.00010636231,0.00006903753,0.00012992408,0.00009383851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007603603,0.000082331775,0.00014022193,0.00013898763,0.00006208258,0.000022726521,0.00015920668,0.00005375596,0.00011291792],"category_scores_gemma":[0.00010827523,0.00007506779,0.000033527835,0.00030828587,0.000037396552,0.00016857087,0.000009440751,0.000078672674,0.000119270495],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044127376,0.000050148778,0.03100259,0.000096081996,0.000013182803,1.4701348e-7,0.00073972036,0.00007529181,0.019911472,0.00081253424,0.016819768,0.9300378],"study_design_scores_gemma":[0.00064356637,0.00036161943,0.0026920259,0.000021565293,0.000017742805,0.000009001454,0.00012273624,0.72944385,0.13060041,0.0036581806,0.13228212,0.0001471776],"about_ca_topic_score_codex":0.0005958646,"about_ca_topic_score_gemma":8.75193e-7,"teacher_disagreement_score":0.92989063,"about_ca_system_score_codex":0.0000055508763,"about_ca_system_score_gemma":0.000014912965,"threshold_uncertainty_score":0.30611753},"labels":[],"label_agreement":null},{"id":"W2032329011","doi":"10.1029/2001gl014592","title":"Properties of near surface marine sediments from wavelet correlation analysis","year":2002,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Geology; Wavelet; Dispersion (optics); Porosity; Cross-correlation; Fourier transform; Mineralogy; Geophysics; Physics; Geotechnical engineering; Optics; Statistics; Mathematics","score_opus":0.04402210971936056,"score_gpt":0.25331452703754215,"score_spread":0.2092924173181816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032329011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99520123,0.00006771499,0.00015882509,0.003035206,0.00005261296,0.000105212916,0.000029878718,0.000042847452,0.0013064626],"genre_scores_gemma":[0.9974099,0.000028052205,0.0011443294,0.0008107618,0.000053473592,6.950823e-7,0.00009273268,0.000002977819,0.0004570709],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982994,0.00020566271,0.00016600026,0.0002477795,0.0007573925,0.00032375235],"domain_scores_gemma":[0.999362,0.00018003785,0.00004430608,0.00023939251,0.000079058154,0.000095191695],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002828452,0.00008803554,0.00018497038,0.0000988448,0.00015471627,0.000058762114,0.00023670944,0.000036792808,0.0026210702],"category_scores_gemma":[0.00007953702,0.00006886398,0.00009500317,0.0007967937,0.00032834496,0.00018725479,0.000041498475,0.00027677673,0.0006250076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022752717,0.0002670002,0.6397941,0.000056382447,0.0007972504,0.000041024014,0.0022114299,0.00783307,0.04434235,0.000027603184,0.14310977,0.16129251],"study_design_scores_gemma":[0.0001864598,0.000093516166,0.16935146,0.000019804245,0.00004785411,2.4712887e-7,0.0000763534,0.81530654,0.011383735,0.00021291018,0.0031888625,0.00013223692],"about_ca_topic_score_codex":0.053393263,"about_ca_topic_score_gemma":0.000030514531,"teacher_disagreement_score":0.8074735,"about_ca_system_score_codex":0.000009539351,"about_ca_system_score_gemma":0.0000106569805,"threshold_uncertainty_score":0.99829066},"labels":[],"label_agreement":null},{"id":"W2032545016","doi":"10.1139/e04-094","title":"Flin Flon Belt seismic anisotropy: elastic symmetry, heterogeneity, and shear-wave splitting","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Shear wave splitting; Shear (geology); Seismic anisotropy; Anisotropy; Greenschist; Metamorphic rock; Overburden pressure; Metamorphic facies; Shear zone; Longitudinal wave; Mafic; Petrology; Mineralogy; Geophysics; Seismology; Wave propagation; Geotechnical engineering; Facies; Structural basin; Geomorphology; Mantle (geology); Physics","score_opus":0.02362060511449448,"score_gpt":0.22507825623392658,"score_spread":0.2014576511194321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032545016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99142814,0.0023087934,0.00059851754,0.0029557927,0.00043673645,0.00005755757,0.00001860153,0.000015684513,0.0021802012],"genre_scores_gemma":[0.9856456,0.00009285537,0.01176215,0.0021310134,0.00026850423,7.496638e-8,0.0000022238826,0.0000029683986,0.00009464117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986193,0.000073802636,0.00032485244,0.0002094877,0.00029931866,0.0004731992],"domain_scores_gemma":[0.99887675,0.0001068451,0.00017361226,0.00009436039,0.000080035774,0.00066839095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010396264,0.00013127334,0.00019424182,0.0004540609,0.00055458467,0.00026187662,0.00028933652,0.000055535646,0.00040678112],"category_scores_gemma":[0.00014034125,0.000105380226,0.00006573375,0.00035861123,0.0005267128,0.0005826261,0.000009135057,0.00022193402,0.000040883428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018088253,0.000009744919,0.74535483,0.000023097105,0.000030075082,0.00018142855,0.000628621,0.0046019675,0.00014942407,0.00018740924,0.004847069,0.24396823],"study_design_scores_gemma":[0.0007072546,0.0015428541,0.5306714,0.0003606132,0.00006639084,0.003346744,0.0013199984,0.31739497,0.0068784873,0.0029944472,0.13395327,0.0007635152],"about_ca_topic_score_codex":0.020314708,"about_ca_topic_score_gemma":0.033087455,"teacher_disagreement_score":0.31279302,"about_ca_system_score_codex":0.0000047059752,"about_ca_system_score_gemma":0.00062837295,"threshold_uncertainty_score":0.9862091},"labels":[],"label_agreement":null},{"id":"W2032684066","doi":"10.1190/1.1815863","title":"Laboratory calibration of amplitude variation with angle using an acoustic goniometer","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Goniometer; Amplitude; Calibration; Acoustics; Variation (astronomy); Optics; Geology; Physics","score_opus":0.016025482370434385,"score_gpt":0.219097302208522,"score_spread":0.2030718198380876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032684066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95252323,0.00002111675,0.045029357,0.000040645158,0.000028599652,0.00006143655,0.00003122942,0.00008650863,0.0021778778],"genre_scores_gemma":[0.9819813,0.0000046883492,0.017228631,0.00060115964,0.000023453495,1.6640216e-7,0.000051095823,0.0000019019178,0.000107652144],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995629,0.000039178216,0.00009339744,0.000105523446,0.00011345446,0.00008552282],"domain_scores_gemma":[0.9997785,0.000017789753,0.000032380194,0.00010249553,0.000032232176,0.00003659729],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011573639,0.00005149321,0.00006389223,0.00006170728,0.000049700106,0.000027096985,0.000056430028,0.000028443363,0.004627207],"category_scores_gemma":[0.0000035132057,0.000037461486,0.000009079799,0.00020139066,0.000034779216,0.00044839666,0.0000010371308,0.00003291329,0.000009635788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050403585,0.0003998919,0.4000354,0.0001424186,0.00010286016,0.000020461774,0.0035931799,0.2053613,0.049193952,0.00020584943,0.0059115095,0.33452913],"study_design_scores_gemma":[0.00017438935,0.00028939627,0.04785073,0.000016771646,0.000020327796,0.000005958967,0.00010821656,0.9395189,0.010350501,0.00024542894,0.0012738252,0.00014549773],"about_ca_topic_score_codex":0.004747723,"about_ca_topic_score_gemma":0.0000608845,"teacher_disagreement_score":0.7341576,"about_ca_system_score_codex":0.0000026165328,"about_ca_system_score_gemma":0.000034852037,"threshold_uncertainty_score":0.9962827},"labels":[],"label_agreement":null},{"id":"W2032770106","doi":"10.1190/1.1816583","title":"Constrained three parameter AVO inversion and uncertainty analysis","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Measurement uncertainty; Geology; Computer science; Mathematics; Statistics; Seismology","score_opus":0.017207858302456424,"score_gpt":0.21674022216570815,"score_spread":0.19953236386325174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032770106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95395863,0.000104481696,0.0060417945,0.0013968815,0.00005689362,0.000071568575,0.000013006356,0.00016790647,0.03818881],"genre_scores_gemma":[0.99340063,0.000090933754,0.002746978,0.0032352295,0.000014817403,2.064978e-7,0.000052588504,9.375552e-7,0.00045766222],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940354,0.000026625812,0.00010430456,0.00018779351,0.000118270684,0.00015949193],"domain_scores_gemma":[0.9996205,0.000114439244,0.000028683582,0.00012529262,0.000020600695,0.000090516405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016680917,0.00008149992,0.00012782498,0.00015835348,0.000099955054,0.000043488155,0.000083046136,0.000042506526,0.005441304],"category_scores_gemma":[0.0000268926,0.00005877727,0.00005787647,0.00037080853,0.00013700225,0.00012421259,0.000008223741,0.00006695513,0.00007122916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016784845,0.000004157167,0.84297323,0.0000018501432,0.00005870142,0.0000087977405,0.00003433802,0.00030897412,0.0000066659704,0.00004877515,0.00590388,0.15063383],"study_design_scores_gemma":[0.00020840795,0.000076620214,0.11556213,0.000004643288,0.00012329135,0.000015861224,0.00022351895,0.85675555,0.0001473762,0.003306617,0.023399848,0.00017609763],"about_ca_topic_score_codex":0.014310202,"about_ca_topic_score_gemma":0.0010236633,"teacher_disagreement_score":0.8564466,"about_ca_system_score_codex":0.000002158701,"about_ca_system_score_gemma":0.000010930918,"threshold_uncertainty_score":0.99546784},"labels":[],"label_agreement":null},{"id":"W2033160774","doi":"10.1029/2006jb004279","title":"On the use of computerized tomography scan analysis to determine the genesis of very high resolution seismic reflection facies","year":2006,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Inland Technologies (Canada); Institut National de la Recherche Scientifique; Geological Survey of Canada","funders":"","keywords":"Facies; Geology; Tomography; Lithology; Stratigraphy; Reflection (computer programming); Vertical seismic profile; Seismology; Geophysical imaging; Paleontology; Structural basin; Optics; Tectonics","score_opus":0.05420787980331208,"score_gpt":0.2858729917107731,"score_spread":0.231665111907461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033160774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995548,0.00009739796,0.0023894806,0.0016407534,0.00006845817,0.00013094356,0.000021876842,0.000009307464,0.000093789975],"genre_scores_gemma":[0.9966845,0.0000560874,0.0027685342,0.0002403662,0.00011252724,9.3586567e-7,0.0000059319477,0.000003196199,0.00012794463],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975663,0.00062699744,0.00040892037,0.00013752976,0.0010059656,0.00025430828],"domain_scores_gemma":[0.99706626,0.0019094764,0.00025810924,0.00026788787,0.00042507864,0.00007317299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010853626,0.000105606865,0.00031219868,0.00013791093,0.0002199879,0.00007545656,0.0004120401,0.000041553165,0.000117730095],"category_scores_gemma":[0.00027012854,0.00005320448,0.00030241173,0.0017959777,0.00035003698,0.00018091379,0.00003250121,0.00029653704,0.0000078944195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069557247,0.00062375906,0.17087768,0.000100432306,0.001784255,0.000047858084,0.0008003965,0.22754067,0.031092444,0.00089447707,0.26358065,0.29570165],"study_design_scores_gemma":[0.00036159597,0.0032839647,0.7892826,0.0001116372,0.00019143667,0.0000074228847,0.00027500239,0.17420156,0.020422805,0.004852248,0.006860184,0.00014950789],"about_ca_topic_score_codex":0.060588814,"about_ca_topic_score_gemma":0.000194157,"teacher_disagreement_score":0.6184049,"about_ca_system_score_codex":0.000016488037,"about_ca_system_score_gemma":0.000057776375,"threshold_uncertainty_score":0.9456668},"labels":[],"label_agreement":null},{"id":"W2033312088","doi":"10.3997/2214-4609.20142164","title":"Infering Dynamic Rock Properties During Hydraulic Fracturing from Microseismicity","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Microseism; Hydraulic fracturing; Geology; Shear (geology); Anisotropy; Seismology; Fracture (geology); Passive seismic; Oil shale; Petrology; Geotechnical engineering","score_opus":0.007812968620600255,"score_gpt":0.18001826765447285,"score_spread":0.1722052990338726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033312088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99247134,0.00024507064,0.00058445084,0.0005070562,0.0001435131,0.00010689416,0.000006091884,0.0004970253,0.0054385387],"genre_scores_gemma":[0.9969553,0.000049788574,0.0011319217,0.0014495241,0.00013460705,0.000002153984,0.000013412121,0.000009927571,0.00025339422],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886346,0.000008940429,0.00020912492,0.00035697082,0.00020287551,0.00035865197],"domain_scores_gemma":[0.99962664,0.000023602925,0.00009547244,0.00010047664,0.000049930084,0.00010389263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016304347,0.0001877172,0.00018789602,0.000111969515,0.0002943829,0.00018111014,0.0002910999,0.0000775687,0.00023445727],"category_scores_gemma":[0.00007973993,0.00015917169,0.000055530196,0.00012301382,0.00005603957,0.0005661551,0.00004106559,0.0002463032,0.0002605463],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014425386,0.00004444642,0.570475,0.00038219732,0.000063950494,0.0000056757517,0.003897041,0.0010025143,0.29061967,0.000026583097,0.00315366,0.13018507],"study_design_scores_gemma":[0.00037580504,0.00006699119,0.16047674,0.0002524599,0.000020836345,0.00002315634,0.00034489896,0.27248237,0.5313516,0.0015826417,0.032463323,0.00055915536],"about_ca_topic_score_codex":0.003803619,"about_ca_topic_score_gemma":0.000011502868,"teacher_disagreement_score":0.4099982,"about_ca_system_score_codex":0.000014876746,"about_ca_system_score_gemma":0.000012414504,"threshold_uncertainty_score":0.6490833},"labels":[],"label_agreement":null},{"id":"W2033583721","doi":"10.1190/1.1815900","title":"Multi‐offset VSP traveltime inversion for anisotropy analysis","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Anisotropy; Offset (computer science); Inversion (geology); Economic geology; Library science; Structural basin; Seismology; Geophysics; Geomorphology; Telmatology; Physics; Computer science; Optics","score_opus":0.016408797788830507,"score_gpt":0.22985193080573074,"score_spread":0.21344313301690024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033583721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80836385,0.00044792195,0.11740351,0.004092116,0.00038000426,0.0009732785,0.00068382913,0.0013549192,0.06630058],"genre_scores_gemma":[0.8816389,0.00011528159,0.09766742,0.004830324,0.0000492245,0.0000016714047,0.00055294274,0.0000035121052,0.015140753],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925053,0.000028860582,0.00014211916,0.00023518575,0.00012581362,0.00021750064],"domain_scores_gemma":[0.9996289,0.000059983722,0.000026925127,0.00016302412,0.00002553206,0.0000956053],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016166974,0.000100633675,0.0001520357,0.0001607769,0.00015746703,0.00003877691,0.00016126575,0.000057278554,0.031345967],"category_scores_gemma":[0.000010057143,0.00007880982,0.00016014991,0.00037550542,0.00004787476,0.0001654605,0.0000026993648,0.00005386516,0.0006541481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107298365,0.000043878605,0.07426657,0.000010290792,0.0001695554,0.0000038041385,0.00020053587,0.001219169,0.00014562932,0.00002402399,0.19009447,0.73371476],"study_design_scores_gemma":[0.00032048757,0.00009203748,0.01914323,0.0000027166968,0.00011236735,0.0000015139912,0.000083927735,0.84089416,0.0020686353,0.00021097943,0.13691032,0.0001596358],"about_ca_topic_score_codex":0.0057180556,"about_ca_topic_score_gemma":0.000117894364,"teacher_disagreement_score":0.839675,"about_ca_system_score_codex":0.0000037018203,"about_ca_system_score_gemma":0.000014976568,"threshold_uncertainty_score":0.9695395},"labels":[],"label_agreement":null},{"id":"W2033633695","doi":"10.1016/j.jrmge.2014.10.002","title":"Workflow to numerically reproduce laboratory ultrasonic datasets","year":2014,"lang":"en","type":"article","venue":"Journal of Rock Mechanics and Geotechnical Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuation; Ultrasonic sensor; Workflow; Calibration; Computer simulation; Computer science; Radioactive waste; Numerical modeling; Quality (philosophy); Acoustics; Geology; Engineering; Simulation; Physics; Geophysics; Optics","score_opus":0.005068014025402574,"score_gpt":0.19047936367684604,"score_spread":0.18541134965144346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033633695","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02362408,0.0006336407,0.9732145,0.0017671882,0.00047865874,0.000090920665,0.000035990735,0.00011718855,0.00003783022],"genre_scores_gemma":[0.9742224,0.0001873752,0.024151945,0.0012399259,0.00017555419,3.2995226e-7,0.000006489128,0.0000068276154,0.000009121524],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990404,0.00002582874,0.0003069983,0.00017973101,0.00023284556,0.00021419335],"domain_scores_gemma":[0.99925345,0.00011842347,0.00010496982,0.0002099664,0.00006723137,0.00024596896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008647354,0.00012063906,0.0002261516,0.00013219536,0.000058078014,0.000043475808,0.00024548534,0.00007494462,0.0000561724],"category_scores_gemma":[0.00063943013,0.00009912663,0.000050130464,0.00025547543,0.0000029993134,0.0001550312,0.000027498767,0.00033657995,0.000015340072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008974109,0.000046900514,0.00025007612,0.00007265495,0.000054933076,0.00004807722,0.00006460555,0.746253,0.005927694,0.0011300227,0.025711408,0.22035088],"study_design_scores_gemma":[0.0001689748,0.00044795455,0.0003639247,0.000104275925,0.000020224088,0.000134393,0.00001103485,0.7450658,0.0021505952,0.0010540719,0.25026634,0.00021241933],"about_ca_topic_score_codex":0.000026651871,"about_ca_topic_score_gemma":5.76866e-7,"teacher_disagreement_score":0.95059836,"about_ca_system_score_codex":0.0000066302337,"about_ca_system_score_gemma":0.000024303987,"threshold_uncertainty_score":0.40422666},"labels":[],"label_agreement":null},{"id":"W2033731818","doi":"10.1190/1.2172311","title":"Attenuation analysis of acoustic waveforms in a borehole intercepted by a sand-shale sequence reservoir","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada","funders":"","keywords":"Geology; Borehole; Oil shale; Attenuation; Sequence (biology); Waveform; Seismology; Petrology; Acoustics; Petroleum engineering; Geotechnical engineering; Paleontology; Engineering; Radar; Telecommunications; Optics","score_opus":0.023787324324016017,"score_gpt":0.2532938364824008,"score_spread":0.22950651215838477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033731818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902997,0.00013266782,0.0016686565,0.0005439916,0.000049514438,0.00007828858,0.00005372152,0.00005045597,0.0071230247],"genre_scores_gemma":[0.9981985,0.000013980715,0.00016702378,0.0003285536,0.000020964899,0.000001032604,0.00019883281,0.0000021200067,0.0010689992],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993063,0.000059101614,0.00019347054,0.00013564655,0.0001429598,0.00016248734],"domain_scores_gemma":[0.9995944,0.0001045252,0.00008049364,0.0001773823,0.000024606366,0.000018630779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043201318,0.00007214888,0.00015595893,0.00022024308,0.000058932223,0.000018964709,0.0002043722,0.000037154365,0.00022423269],"category_scores_gemma":[0.000029202978,0.000046885423,0.00005414606,0.00082064996,0.00010314836,0.00012878607,0.000009889341,0.00011376848,0.000047374975],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008112024,0.000059972517,0.7830303,0.000043195872,0.00011695661,0.0000076362985,0.0027688157,0.022654247,0.027226923,0.00005483689,0.12151938,0.042436633],"study_design_scores_gemma":[0.00026564597,0.00009209127,0.18794826,0.00009441485,0.00017363725,0.0000047230455,0.0005070515,0.7875419,0.01817835,0.000944581,0.004024126,0.00022517607],"about_ca_topic_score_codex":0.017583905,"about_ca_topic_score_gemma":0.00079842616,"teacher_disagreement_score":0.7648877,"about_ca_system_score_codex":0.000014010831,"about_ca_system_score_gemma":0.00001471877,"threshold_uncertainty_score":0.98895806},"labels":[],"label_agreement":null},{"id":"W2034490794","doi":"10.1190/1.1816253","title":"Dual extrapolation algorithms for Fourier shot record migration","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Extrapolation; Shot (pellet); Computer science; Fourier transform; Algorithm; One shot; Dual (grammatical number); Mathematics; Mathematical analysis; Materials science; Engineering","score_opus":0.04865875013717365,"score_gpt":0.26371534416770637,"score_spread":0.21505659403053273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034490794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.458701,0.00022026125,0.43820134,0.0092966445,0.0013021086,0.0006868205,0.000060174734,0.00072191947,0.09080972],"genre_scores_gemma":[0.8619963,0.00017030622,0.12087149,0.0039721695,0.00045464237,0.000005022301,0.00043963993,0.0000051664506,0.0120852655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994864,0.000015563177,0.000115943694,0.00013843263,0.00010160922,0.00014206134],"domain_scores_gemma":[0.9997446,0.00005933126,0.000031897303,0.00008366318,0.000035889516,0.000044599234],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018420661,0.000063528976,0.00006014721,0.000062896775,0.00010924365,0.000039438335,0.000050552695,0.000041921165,0.00243972],"category_scores_gemma":[0.00002089521,0.000051210885,0.00003901022,0.000093281815,0.000020622287,0.00025496716,0.0000016519766,0.000039215007,0.00007615573],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000274151,0.000006343954,0.071831696,0.0000023619782,0.000003779934,0.0000012487912,0.000057466408,0.00002274437,0.000049728886,0.000050359085,0.09072498,0.83722186],"study_design_scores_gemma":[0.00014557755,0.00012066743,0.013279726,0.0000042436573,0.000005763574,0.000012350775,0.0000904817,0.4531033,0.0010334082,0.0024467488,0.52964985,0.000107858126],"about_ca_topic_score_codex":0.0047877007,"about_ca_topic_score_gemma":0.000519669,"teacher_disagreement_score":0.83711404,"about_ca_system_score_codex":0.000002590941,"about_ca_system_score_gemma":0.0000132895675,"threshold_uncertainty_score":0.9984722},"labels":[],"label_agreement":null},{"id":"W2034721899","doi":"10.1190/1.3148403","title":"Uncertainties in passive seismic monitoring","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":196,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada); Microsemi (Canada)","funders":"","keywords":"Passive seismic; Computer science; Seismology; Geology; Environmental science","score_opus":0.020897985802890998,"score_gpt":0.24498702049571813,"score_spread":0.22408903469282715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034721899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536061,0.00063248497,0.00023681612,0.0077827694,0.0006471723,0.000110878784,0.000002786863,0.00019369839,0.036787286],"genre_scores_gemma":[0.99610466,0.00006868275,0.00020568902,0.0017669406,0.00015573787,2.9034257e-7,0.0000030688498,0.0000015317128,0.0016933898],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99943674,0.000044164673,0.000096970834,0.00011414773,0.000099007884,0.00020897908],"domain_scores_gemma":[0.999714,0.00008397803,0.000030703282,0.00013360352,0.000010702949,0.000026976544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020654887,0.00007462498,0.000088049586,0.00007486253,0.00010069612,0.000041881365,0.00021727453,0.00003011291,0.000064184154],"category_scores_gemma":[0.00002922303,0.000049416416,0.000027303526,0.000166474,0.000050657658,0.00012419872,0.000004557622,0.00017097252,0.00031751598],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021570144,0.000010599789,0.109772325,0.0000061829546,0.0000055415007,0.000019869078,0.0025591918,0.0035845444,0.00019782732,0.00013859417,0.045859277,0.83782446],"study_design_scores_gemma":[0.0006581305,0.0003832928,0.51851326,0.00042142006,0.000026331069,0.000060625993,0.0039429166,0.17627095,0.0369958,0.041922837,0.21997401,0.0008304677],"about_ca_topic_score_codex":0.0012168275,"about_ca_topic_score_gemma":0.000009528568,"teacher_disagreement_score":0.836994,"about_ca_system_score_codex":0.0000092933105,"about_ca_system_score_gemma":0.000014189406,"threshold_uncertainty_score":0.40811315},"labels":[],"label_agreement":null},{"id":"W2034866232","doi":"10.1190/1.3513117","title":"Seismic attributes on frequency‐enhanced seismic data","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Computer science; Synthetic seismogram","score_opus":0.029928198639464488,"score_gpt":0.24602953090496688,"score_spread":0.21610133226550238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034866232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8589903,0.0000777323,0.010816642,0.0076699085,0.00172673,0.00024382252,0.00046024926,0.0011067021,0.11890788],"genre_scores_gemma":[0.98120874,0.00003454246,0.005689247,0.009977548,0.0001739758,6.916709e-7,0.0007067345,0.000005260142,0.0022032473],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870783,0.00003483851,0.0001910086,0.000473141,0.00025097094,0.0003422333],"domain_scores_gemma":[0.9986328,0.00014617621,0.000059328,0.0009915868,0.000037722126,0.00013242457],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036849148,0.00016737418,0.00015372415,0.000105191415,0.00017632206,0.00008021492,0.0009379371,0.000101009224,0.006076214],"category_scores_gemma":[0.00010866966,0.00012771554,0.00003793645,0.00018390897,0.00012281931,0.0004192264,0.00004029827,0.00040800314,0.0026123587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028871522,0.00005100907,0.0378827,0.000015690364,0.000026303636,0.000013969503,0.000080838814,0.00039995444,0.004238732,0.0003356314,0.54882413,0.40810218],"study_design_scores_gemma":[0.00033256033,0.0001908002,0.0148028275,0.000025141439,0.00001616539,0.000032312375,0.00009407043,0.67696464,0.05226483,0.0066930247,0.2480817,0.0005019158],"about_ca_topic_score_codex":0.006582776,"about_ca_topic_score_gemma":0.0002144065,"teacher_disagreement_score":0.6765647,"about_ca_system_score_codex":0.0000026376006,"about_ca_system_score_gemma":0.000060463513,"threshold_uncertainty_score":0.99816424},"labels":[],"label_agreement":null},{"id":"W2035079444","doi":"10.1190/1.2142213","title":"Finite difference modeling in structurally complex anisotropic medium","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Anisotropy; Finite difference; Finite difference method; Computer science; Geology; Physics; Mathematical analysis; Optics; Mathematics","score_opus":0.03937217563279499,"score_gpt":0.23230565422987862,"score_spread":0.19293347859708362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035079444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96253693,0.000109295914,0.015123201,0.0031864569,0.00011268786,0.000089137335,0.0000112843845,0.00021600685,0.01861498],"genre_scores_gemma":[0.9811066,0.000042210766,0.014883,0.003495772,0.000056363093,2.4610173e-7,0.000033918666,0.0000015356375,0.00038039775],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999323,0.000025250858,0.00015335232,0.00015863017,0.00013799159,0.00020178666],"domain_scores_gemma":[0.99975556,0.000044273474,0.000020339981,0.00010945447,0.00001568269,0.000054703538],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007341772,0.00008444806,0.00010064018,0.00008429862,0.00005404988,0.00003234927,0.00018335451,0.00003328364,0.0038145096],"category_scores_gemma":[0.000016767031,0.00006358826,0.000021477028,0.00009930055,0.0000323518,0.00014735275,0.00000957036,0.000106142186,0.00013479222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029667994,0.00001777913,0.2729264,0.000015395823,0.0000067837777,0.000010723965,0.00054928544,0.08531242,0.00039484422,0.00029094398,0.005195827,0.6352499],"study_design_scores_gemma":[0.00012076503,0.00002130216,0.0614785,0.0000072392,0.0000011075618,0.0000031449783,0.00007175691,0.93420225,0.00021803576,0.0013029081,0.0024797427,0.00009325723],"about_ca_topic_score_codex":0.005370271,"about_ca_topic_score_gemma":0.0009416101,"teacher_disagreement_score":0.8488898,"about_ca_system_score_codex":0.0000048415377,"about_ca_system_score_gemma":0.00002011096,"threshold_uncertainty_score":0.9970961},"labels":[],"label_agreement":null},{"id":"W2035122766","doi":"10.1190/1.1786906","title":"Reservoir characterization of the Flag Sandstone, Barrow Sub-basin, using an integrated, multiparameter seismic AVO inversion technique","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology; Anticline; Structural basin; Cretaceous; Inversion (geology); Oil shale; Flag (linear algebra); Petrology; Petroleum reservoir; Paleontology; Geomorphology; Geochemistry","score_opus":0.026339332623529582,"score_gpt":0.2374490952853587,"score_spread":0.21110976266182913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035122766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98598707,0.000027326078,0.011855289,0.0009715553,0.00034557373,0.00033130494,0.00003513573,0.00013233148,0.00031442347],"genre_scores_gemma":[0.99667317,0.000022722488,0.0014083119,0.0016083593,0.00006731825,0.0000020034997,0.00006949669,0.00000949959,0.00013910208],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998873,0.00022225178,0.00022948046,0.00022182458,0.00021345414,0.00023997544],"domain_scores_gemma":[0.99921846,0.000060185517,0.00016468565,0.00043018555,0.000070629125,0.000055873115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006174478,0.00015587882,0.0001726001,0.00012226819,0.0003371988,0.000051181087,0.00051975413,0.00010879345,0.000050508865],"category_scores_gemma":[0.0000716283,0.00009074776,0.00008122658,0.00042792494,0.0002643676,0.0003799331,0.000032439144,0.00031409663,0.00003630988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023497018,0.00012929752,0.05781858,0.00012172003,0.000048497113,0.000010261505,0.00469694,0.021797061,0.8630167,0.00006844393,0.005037008,0.04702047],"study_design_scores_gemma":[0.00027515594,0.000101116464,0.007201843,0.00028619962,0.00002998562,0.000037185964,0.00019320003,0.09020119,0.89223903,0.00081271306,0.008403907,0.00021845363],"about_ca_topic_score_codex":0.004325761,"about_ca_topic_score_gemma":0.000048378926,"teacher_disagreement_score":0.06840413,"about_ca_system_score_codex":0.000034646793,"about_ca_system_score_gemma":0.00010524481,"threshold_uncertainty_score":0.6539285},"labels":[],"label_agreement":null},{"id":"W2035222367","doi":"10.1190/1.3626493","title":"Introduction to this special section: Multiple attenuation","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Multiple; Geology; Inversion (geology); Section (typography); Blank; Computer science; Troubleshooting; Convention; History; Seismology; Structural basin; Operations research; Paleontology; Engineering; Political science; Mathematics; Law; Arithmetic; Mechanical engineering","score_opus":0.03405529756801424,"score_gpt":0.22087812881202729,"score_spread":0.18682283124401305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035222367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49794734,0.00010163593,0.007773466,0.024410833,0.024148678,0.00063293264,0.000021797607,0.0009008736,0.44406247],"genre_scores_gemma":[0.9629673,0.000010816874,0.0017664339,0.002712366,0.02150499,0.0000017865594,0.000028113227,0.000004255183,0.011003951],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950564,0.00004435886,0.000082431856,0.00013888873,0.000101098536,0.00012755342],"domain_scores_gemma":[0.9997257,0.000034681976,0.000029682304,0.00015058322,0.000023633009,0.00003573927],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031746153,0.000058287664,0.000056351408,0.000060452334,0.00019691647,0.000024584147,0.00013081206,0.000028502689,0.005827565],"category_scores_gemma":[0.00006218121,0.000040718227,0.000022043892,0.00015776024,0.000038901195,0.00014142218,0.0000069733,0.00010606289,0.0038691354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025594267,0.000004324493,0.01169217,0.0000016342688,0.0000034251193,5.2988065e-7,0.0019640978,0.000021493883,0.00016572123,0.000042865522,0.89654845,0.08952971],"study_design_scores_gemma":[0.00006530996,0.00007698185,0.023900066,0.0000057169805,0.0000076633,0.0000137846355,0.00016886288,0.0020912383,0.009252536,0.00040331556,0.9639169,0.00009762955],"about_ca_topic_score_codex":0.0016220694,"about_ca_topic_score_gemma":0.000093123075,"teacher_disagreement_score":0.46501997,"about_ca_system_score_codex":0.000007700173,"about_ca_system_score_gemma":0.000008045625,"threshold_uncertainty_score":0.99690646},"labels":[],"label_agreement":null},{"id":"W2035385423","doi":"10.1190/1.1851144","title":"Examination of wide‐angle, multi‐component, AVO attributes for prediction of shale in heavy oil sands: A case study from the Long Lake Project, Alberta, Canada","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Petrophysics; Petroleum engineering; Oil shale; Geology; Oil sands; Amplitude versus offset; Artificial neural network; Offset (computer science); Soil science; Amplitude; Geotechnical engineering; Porosity; Asphalt; Machine learning; Computer science","score_opus":0.03014789833246221,"score_gpt":0.23075215429197102,"score_spread":0.20060425595950881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035385423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755627,0.00009051146,0.00068482157,0.00023495151,0.00010236096,0.00040510614,0.0006571135,0.000020312631,0.00024855847],"genre_scores_gemma":[0.9986099,0.000010858244,0.0007066221,0.00017881332,0.000018070465,0.000008784633,0.00031089556,0.0000025392144,0.0001535229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915534,0.00007574539,0.00028356072,0.00017233485,0.00017889003,0.00013415505],"domain_scores_gemma":[0.99917066,0.00048839685,0.000105280575,0.00014509314,0.00006514909,0.000025413621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003473297,0.00008994167,0.00015142752,0.00006782451,0.00007803143,0.0000113347805,0.00011869519,0.00003207173,0.000080653575],"category_scores_gemma":[0.00010940398,0.00006167345,0.000030068088,0.00017975725,0.000043651486,0.00014085133,0.0000089362,0.00006604897,5.398843e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000363192,0.00014408125,0.98152184,0.00002409868,0.000021507429,0.00002928308,0.001920377,0.0005250731,0.000012528013,0.0000018813179,0.0018162195,0.013946782],"study_design_scores_gemma":[0.0019111612,0.0003711865,0.9410393,0.00009442143,0.000037486123,0.000043980097,0.011019451,0.03958288,0.0049278443,0.00003295294,0.0008069056,0.0001323925],"about_ca_topic_score_codex":0.9921943,"about_ca_topic_score_gemma":0.9911411,"teacher_disagreement_score":0.04048251,"about_ca_system_score_codex":0.000016635095,"about_ca_system_score_gemma":0.00016536225,"threshold_uncertainty_score":0.25149703},"labels":[],"label_agreement":null},{"id":"W2035541800","doi":"10.1190/1.2792448","title":"Integrated pore‐pressure prediction in Gunnison field","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mira Geoscience (Canada)","funders":"","keywords":"Field (mathematics); Materials science; Mathematics","score_opus":0.009934135453381107,"score_gpt":0.21418802564465983,"score_spread":0.2042538901912787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035541800","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34599343,0.0003932461,0.01988851,0.0017196776,0.00069734635,0.00019423776,0.000023331257,0.00056896656,0.63052124],"genre_scores_gemma":[0.99320984,0.00001384027,0.0014762568,0.0024605275,0.000035996305,1.47878e-7,0.000058368318,0.0000010763437,0.0027439285],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948466,0.000015373984,0.00012968968,0.00011704588,0.00009828561,0.00015495814],"domain_scores_gemma":[0.99977803,0.00006298584,0.000018960878,0.00008234912,0.00001633491,0.00004135182],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036313618,0.00005582505,0.00006113666,0.000117557225,0.000032492793,0.000015878357,0.000084980915,0.000064380154,0.0048794677],"category_scores_gemma":[0.000036651687,0.000042099262,0.000018297895,0.00018004239,0.000017666236,0.00013019028,0.0000032834575,0.00012643004,0.000084557025],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038452938,0.000009776958,0.6001077,0.000004253678,0.0000033315841,0.0000144644,0.00009408143,0.00004330405,0.000052873467,0.000075232645,0.09320545,0.30635107],"study_design_scores_gemma":[0.00032519465,0.0002575019,0.28435928,0.000043146403,0.000008029337,0.000023376198,0.00084164523,0.10287195,0.02425598,0.0017761214,0.5850455,0.0001922989],"about_ca_topic_score_codex":0.015834482,"about_ca_topic_score_gemma":0.00061276293,"teacher_disagreement_score":0.64721644,"about_ca_system_score_codex":0.0000021426358,"about_ca_system_score_gemma":0.000011853012,"threshold_uncertainty_score":0.9960302},"labels":[],"label_agreement":null},{"id":"W2035777560","doi":"10.1190/1.2148102","title":"The FOCI method versus the WLSQ and Hale's wavefield extrapolation methods","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Extrapolation; Computer science; Mathematics; Mathematical analysis","score_opus":0.030970570981815503,"score_gpt":0.32814114939302513,"score_spread":0.29717057841120964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035777560","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007878867,0.0056200176,0.5038294,0.10109298,0.00114925,0.00041039003,0.000007938268,0.0004121097,0.37959903],"genre_scores_gemma":[0.32254377,0.00065448275,0.66609263,0.006276014,0.00024079563,0.0000018895969,0.000007810996,0.0000036089507,0.0041790097],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992808,0.00022830702,0.0001068013,0.00012492124,0.00010725564,0.00015189432],"domain_scores_gemma":[0.9982635,0.0014820398,0.00003431796,0.00016629927,0.000015779702,0.000038084145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013504184,0.00006971129,0.00005900711,0.00002162313,0.0004384631,0.00009695266,0.00015641302,0.000039411843,0.0006279961],"category_scores_gemma":[0.00009046569,0.000032238575,0.00003225244,0.00008281929,0.000087568704,0.000124738,0.00001100898,0.00012657129,0.00003334397],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001880084,0.0000010397102,0.0006489874,6.346416e-7,0.000006341673,1.2511103e-7,0.00012108328,0.000018036497,0.000019010658,0.0007992457,0.017547555,0.98081917],"study_design_scores_gemma":[0.00013773753,0.000048004465,0.0037981246,0.0000018990756,0.000011957578,0.000008001565,0.00049897627,0.20927766,0.002632862,0.0023806775,0.78113,0.00007405354],"about_ca_topic_score_codex":0.0020072046,"about_ca_topic_score_gemma":0.00019621421,"teacher_disagreement_score":0.9807451,"about_ca_system_score_codex":0.000002044055,"about_ca_system_score_gemma":0.00001157369,"threshold_uncertainty_score":0.6876117},"labels":[],"label_agreement":null},{"id":"W2036468931","doi":"10.1190/1.2752744","title":"Waveform tomography at a groundwater contamination site: Surface reflection data","year":2007,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Geological Survey of Canada","funders":"U.S. Department of Energy","keywords":"Geology; Tomography; Waveform; Reflection (computer programming); Alluvium; Channel (broadcasting); Seismology; Groundwater; Mineralogy; Remote sensing; Geomorphology; Optics; Geotechnical engineering; Telecommunications; Radar; Computer science; Physics","score_opus":0.023815716177786304,"score_gpt":0.24423151313730251,"score_spread":0.2204157969595162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036468931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837705,0.00007506701,0.0038272103,0.00017838314,0.00039057276,0.00010196178,0.000049822644,0.00018604836,0.011420443],"genre_scores_gemma":[0.99464804,0.000026306907,0.0015165354,0.00088765135,0.00012881907,1.2264445e-7,0.0014065953,0.0000035830635,0.0013823453],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991435,0.000019914845,0.00013543098,0.00024605295,0.0002119751,0.00024317426],"domain_scores_gemma":[0.99943227,0.000050241582,0.000061458944,0.00035613897,0.00004395667,0.00005594559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004343221,0.000096371616,0.00008710099,0.000059294114,0.00019487225,0.000041521693,0.00020477948,0.000051427243,0.00023944108],"category_scores_gemma":[0.00000758121,0.000081427235,0.00003318537,0.0002678139,0.000054447035,0.0005145297,0.00003717684,0.00009609973,0.00040686948],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016273551,0.000074619355,0.38925502,0.00003818191,0.000037926755,0.000022364131,0.0008831671,0.00005017403,0.0028065299,0.00012291915,0.054153398,0.55239296],"study_design_scores_gemma":[0.0005370605,0.0003782993,0.61012536,0.000034128985,0.000047812377,0.0000394528,0.0003182899,0.041317984,0.030495122,0.003940231,0.31217545,0.0005908273],"about_ca_topic_score_codex":0.006306401,"about_ca_topic_score_gemma":0.000635888,"teacher_disagreement_score":0.55180216,"about_ca_system_score_codex":0.0000131271345,"about_ca_system_score_gemma":0.000010082178,"threshold_uncertainty_score":0.9533434},"labels":[],"label_agreement":null},{"id":"W2036597652","doi":"10.1002/pamm.200700343","title":"Numerical implementation of seismic wavefield operators via path integrals","year":2007,"lang":"en","type":"article","venue":"PAMM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Geophone; Path integral formulation; Path (computing); Convergence (economics); Seismic wave; Limit (mathematics); Stability (learning theory); Geology; Mathematical analysis; Computer science; Seismology; Mathematics; Physics","score_opus":0.011134603546675807,"score_gpt":0.2601181689328484,"score_spread":0.24898356538617258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036597652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94315124,0.00013326287,0.045532834,0.0005561347,0.00029366376,0.0001247576,0.000018176157,0.00009574052,0.010094177],"genre_scores_gemma":[0.99514306,0.000018005667,0.0029735651,0.001737457,0.000037210713,2.5814813e-7,0.00003686139,0.0000018296864,0.000051741783],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993893,0.000023907674,0.00018433205,0.000109051194,0.00013040821,0.00016303147],"domain_scores_gemma":[0.9997221,0.000054469536,0.000052122923,0.00009069106,0.000026272897,0.000054347824],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003411315,0.00006433123,0.00009271769,0.0000643701,0.00004375228,0.000009921585,0.00009744442,0.000026657995,0.0019910538],"category_scores_gemma":[0.000011498024,0.000050438182,0.000036441787,0.00012737798,0.000030512258,0.000095534466,0.000004519929,0.00007627224,0.0000734833],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012187862,0.000007860384,0.23880704,0.000008364401,0.0000070232923,0.000004787281,0.0003425501,0.00001681376,0.00026216148,0.000053844367,0.007932568,0.7525448],"study_design_scores_gemma":[0.00080684817,0.00073089136,0.35460857,0.000062788844,0.000037769885,0.0000512488,0.0063677807,0.05345611,0.5030391,0.006003798,0.07418611,0.0006489656],"about_ca_topic_score_codex":0.016727136,"about_ca_topic_score_gemma":0.000056063047,"teacher_disagreement_score":0.75189584,"about_ca_system_score_codex":0.000003351714,"about_ca_system_score_gemma":0.0000178615,"threshold_uncertainty_score":0.9989213},"labels":[],"label_agreement":null},{"id":"W2036775757","doi":"10.1190/1.1815963","title":"Quantitative analysis of thin layer effects: Transmission coefficients and seismograms","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Seismogram; Geology; Transmission (telecommunications); Layer (electronics); Seismology; Computer science; Materials science; Telecommunications","score_opus":0.012146834133755233,"score_gpt":0.24176265837148422,"score_spread":0.229615824237729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036775757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97016,0.00048064362,0.013173831,0.00019613525,0.000023959636,0.00009231022,0.000017235845,0.000080601254,0.015775295],"genre_scores_gemma":[0.99257314,0.00017887015,0.0054501635,0.0008684837,0.0000022660727,2.2214458e-7,0.000041958636,0.0000012404814,0.00088367617],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994076,0.00005983879,0.0001264498,0.00015162375,0.0001436647,0.000110856716],"domain_scores_gemma":[0.9996765,0.00013685213,0.000026003749,0.0000839532,0.000017782342,0.00005887713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017719642,0.00007181284,0.00016962449,0.00015756473,0.000059064918,0.000016288177,0.00007411034,0.000035266417,0.0040700627],"category_scores_gemma":[0.000007296118,0.000049545542,0.000061872575,0.0005260125,0.00008179295,0.00009005516,0.0000018110642,0.00005001502,0.000025674228],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065539076,0.00003114375,0.05409739,0.000022048745,0.00014985011,0.000002728592,0.0007406559,0.0025881869,0.00012144685,0.000052461266,0.0016839502,0.9404446],"study_design_scores_gemma":[0.00018481724,0.00025277623,0.06683684,0.00002390068,0.00021464692,0.0000011045208,0.00016756296,0.9128267,0.0038000152,0.00018476926,0.01539289,0.000113970986],"about_ca_topic_score_codex":0.0060471455,"about_ca_topic_score_gemma":0.000017389086,"teacher_disagreement_score":0.9403306,"about_ca_system_score_codex":8.630367e-7,"about_ca_system_score_gemma":0.00000591336,"threshold_uncertainty_score":0.99684036},"labels":[],"label_agreement":null},{"id":"W2037156988","doi":"10.1190/2012-0724-spsein.1","title":"Seismic methods in mineral exploration and mine planning — Introduction","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Geological Survey of Canada","funders":"","keywords":"Geology; Mining engineering; Mineral exploration; Mineral; Seismology; Geophysics","score_opus":0.030897297798642434,"score_gpt":0.28729132159039106,"score_spread":0.25639402379174864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037156988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805713,0.00043093172,0.016397854,0.0011992964,0.00044801526,0.00006171277,0.0000027493534,0.00006129599,0.00082678616],"genre_scores_gemma":[0.97138673,0.000029569796,0.027193885,0.0004872469,0.0006426412,0.0000010044263,0.00006917584,0.0000022363815,0.00018751208],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995202,0.00006400116,0.000089002686,0.00010375288,0.00006108986,0.00016198415],"domain_scores_gemma":[0.99981177,0.00003536817,0.000031867792,0.00007174297,0.0000100040925,0.00003922991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857768,0.00006355777,0.00007699113,0.00006217112,0.00004417871,0.000017820046,0.000034840574,0.000027230652,0.00004525984],"category_scores_gemma":[0.000018385681,0.000057457317,0.000011911102,0.00013295248,0.00002860826,0.0006114414,0.0000059829467,0.00008358154,0.000025534218],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024780933,0.00002542299,0.3727552,0.000020335348,0.000006018974,0.0000010311985,0.0024484002,0.0026828866,0.0014616848,0.00010405661,0.016483855,0.6039863],"study_design_scores_gemma":[0.00039206087,0.00012845837,0.53921205,0.000030087704,0.000018979543,0.000024300007,0.0013662608,0.3518368,0.008190812,0.011818579,0.086577654,0.0004039693],"about_ca_topic_score_codex":0.0012001491,"about_ca_topic_score_gemma":0.0000033013216,"teacher_disagreement_score":0.6035824,"about_ca_system_score_codex":0.000003160638,"about_ca_system_score_gemma":0.0000052661644,"threshold_uncertainty_score":0.23430413},"labels":[],"label_agreement":null},{"id":"W2037261714","doi":"10.2118/69440-ms","title":"Emerging Technologies in Subsurface Monitoring of Petroleum Reservoirs","year":2001,"lang":"en","type":"article","venue":"SPE Latin American and Caribbean Petroleum Engineering Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Petrophysics; Petroleum engineering; Geology; Enhanced oil recovery; Geophysical imaging; Petroleum; Scale (ratio); Oil field; Petroleum reservoir; Geotechnical engineering; Geophysics; Porosity","score_opus":0.01133946582064801,"score_gpt":0.21416893459794342,"score_spread":0.2028294687772954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037261714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933449,0.00053209194,0.002008911,0.00066844496,0.00012363371,0.00005119339,0.000013453368,0.00031185168,0.002945507],"genre_scores_gemma":[0.99292797,0.0009531438,0.0059481803,0.000017722135,0.00002279555,0.0000016547299,0.0000069926646,0.000007763766,0.000113754264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881995,0.000026068781,0.0002732326,0.00029171986,0.00021185688,0.0003771741],"domain_scores_gemma":[0.9994611,0.000089000736,0.00011224459,0.00023825461,0.000033698572,0.00006568967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020402152,0.00019233051,0.00032280566,0.0003135019,0.000047415535,0.000040481595,0.0002647443,0.00005109833,0.000061402665],"category_scores_gemma":[0.00007685057,0.00018699387,0.00004081356,0.00043803058,0.00020749694,0.00014419391,0.000036256744,0.00030205527,0.0000050207186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016533771,0.000007903689,0.9211933,0.000026024218,0.000009481838,0.000017798038,0.00018970418,0.01207176,0.00081348425,0.00008912192,0.000038180286,0.06552672],"study_design_scores_gemma":[0.00037451065,0.00026371336,0.542665,0.00026494396,0.000014474058,0.000019976003,0.009396992,0.43464136,0.0056721102,0.00021267892,0.005958375,0.0005158514],"about_ca_topic_score_codex":0.0055823987,"about_ca_topic_score_gemma":0.00008410348,"teacher_disagreement_score":0.4225696,"about_ca_system_score_codex":0.000012503822,"about_ca_system_score_gemma":0.00002765216,"threshold_uncertainty_score":0.84389544},"labels":[],"label_agreement":null},{"id":"W2037469421","doi":"10.1190/geo2012-0104.1","title":"Regularized seismic full waveform inversion with prior model information","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":213,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"Grand Équipement National De Calcul Intensif","keywords":"Inversion (geology); Smoothing; Computer science; Algorithm; Inverse problem; Prior information; Weighting; Tikhonov regularization; Synthetic data; Prior probability; Mathematical optimization; Bayesian probability; Geology; Mathematics; Artificial intelligence; Computer vision","score_opus":0.005828216760964946,"score_gpt":0.16368456002902876,"score_spread":0.1578563432680638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037469421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589428,0.0000084079975,0.023596605,0.00094868016,0.00009625185,0.00032134395,0.000014789048,0.0002642813,0.015806843],"genre_scores_gemma":[0.9822915,0.000017273824,0.0125091,0.00424124,0.000036416615,0.0000031096868,0.00022800565,0.0000034000097,0.00066993816],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992729,0.000013013279,0.00013714173,0.00011758097,0.00023601677,0.00022338047],"domain_scores_gemma":[0.9995296,0.000015240857,0.00008547318,0.00020264581,0.0000869134,0.00008010026],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000070956485,0.00011888879,0.00011094278,0.00006756168,0.00015277766,0.00008777512,0.00015423857,0.00005206209,0.00031801],"category_scores_gemma":[0.000005771548,0.00008530929,0.000036114507,0.00015974978,0.000061485734,0.001656053,0.000013771576,0.00012298749,0.00210486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012259165,0.0000258541,0.0027671359,0.00006488983,0.000026275771,0.0000017280325,0.0011782551,0.013133353,0.00038158562,0.00026642735,0.050913338,0.93111855],"study_design_scores_gemma":[0.00030322827,0.00010812611,0.0026190297,0.000017859913,0.000008842573,0.000004328144,0.00015526211,0.98292994,0.000894458,0.008028909,0.0047705425,0.00015947278],"about_ca_topic_score_codex":0.0041549574,"about_ca_topic_score_gemma":0.0000065736367,"teacher_disagreement_score":0.9697966,"about_ca_system_score_codex":0.000008321968,"about_ca_system_score_gemma":0.00005787827,"threshold_uncertainty_score":0.9986721},"labels":[],"label_agreement":null},{"id":"W2037585564","doi":"10.1190/1.2771685","title":"Multistep autoregressive reconstruction of seismic records","year":2007,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":184,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoregressive model; Linear prediction; Interpolation (computer graphics); Algorithm; Computer science; Fourier transform; Linear interpolation; Frequency domain; Grid; Norm (philosophy); Mathematics; Pattern recognition (psychology); Artificial intelligence; Statistics; Mathematical analysis; Computer vision; Geometry","score_opus":0.009781466037502863,"score_gpt":0.21614431976931045,"score_spread":0.2063628537318076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037585564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691903,0.000090486756,0.00625322,0.00007106371,0.0008535478,0.00007880018,0.000030191486,0.0001139563,0.02331842],"genre_scores_gemma":[0.9926431,0.000023205557,0.0063743573,0.00030086056,0.000120769524,1.5451971e-7,0.000028187242,0.0000024002306,0.00050694874],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993893,0.000017950331,0.00016576622,0.00013178014,0.00012826196,0.00016693932],"domain_scores_gemma":[0.9995697,0.00006676957,0.00012255153,0.00013862558,0.000056088287,0.000046236742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019330253,0.000075422344,0.00011008446,0.00006331677,0.00006207077,0.000008285284,0.00010258129,0.00003660917,0.00022655765],"category_scores_gemma":[0.000018749799,0.00006680285,0.000049777987,0.0001225498,0.00010591743,0.00014424472,0.000005743949,0.000095338226,0.00009482393],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017022185,0.0000064020974,0.0478153,0.000009605403,0.0000061460637,0.0000032498438,0.00011325074,0.000040628995,0.00014244829,0.000033373704,0.0017781499,0.95003444],"study_design_scores_gemma":[0.0007333611,0.00035936656,0.73453355,0.00019440135,0.000045894663,0.0001138846,0.0011705535,0.10944302,0.08596504,0.022538155,0.04427499,0.0006278068],"about_ca_topic_score_codex":0.0064179013,"about_ca_topic_score_gemma":0.00005900581,"teacher_disagreement_score":0.9494066,"about_ca_system_score_codex":0.0000045253337,"about_ca_system_score_gemma":0.000024123983,"threshold_uncertainty_score":0.970199},"labels":[],"label_agreement":null},{"id":"W2038259405","doi":"10.1063/1.2991058","title":"Propagation of Non‐harmonic Wave Packets in Stratified Media","year":2008,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Adiabatic process; Harmonic; Wave packet; Internal wave; Network packet; Physics; Adiabatic theorem; Mathematical analysis; Classical mechanics; Computational physics; Acoustics; Mathematics; Optics; Computer science; Quantum mechanics","score_opus":0.039250955605936895,"score_gpt":0.22532909056887546,"score_spread":0.18607813496293857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038259405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850148,0.000039128827,0.00041768642,0.0003693601,0.00006432576,0.0001602285,0.0000071066347,0.00005892084,0.013868438],"genre_scores_gemma":[0.9986138,0.00014426697,0.0009285143,0.00017918852,0.000024644185,0.0000024399187,0.00002312595,0.000002558327,0.00008148271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911857,0.000007678578,0.00023864402,0.000205456,0.00022875398,0.0002008886],"domain_scores_gemma":[0.99958163,0.000033635224,0.00011391452,0.00006063731,0.00015042457,0.000059734477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021267033,0.00010575854,0.00016304347,0.00014023461,0.000055979675,0.000020982652,0.00015136415,0.00006666215,0.0004302972],"category_scores_gemma":[0.00007872739,0.00009048121,0.000026674345,0.00024520856,0.000153225,0.00036590366,0.000008801453,0.00015339025,0.00003656598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077178505,0.00005444204,0.8731448,0.00010158414,0.0000096897065,0.000018819555,0.012186218,0.0000013577429,0.01668522,0.0005232593,0.0063150655,0.090882376],"study_design_scores_gemma":[0.00051358464,0.00026880647,0.72424924,0.0001767384,0.000009043818,0.00004977351,0.0020322513,0.17854023,0.08879941,0.0046423445,0.0004007952,0.00031777643],"about_ca_topic_score_codex":0.0011578004,"about_ca_topic_score_gemma":0.00004118678,"teacher_disagreement_score":0.17853887,"about_ca_system_score_codex":0.000005854775,"about_ca_system_score_gemma":0.00011787175,"threshold_uncertainty_score":0.47114524},"labels":[],"label_agreement":null},{"id":"W2038271896","doi":"10.1190/1.3063802","title":"Azimuthal attribute methodologies: Comparison of NMO super gathers, sectored isotropic migration, Iterative Azimuthal Migration","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Azimuth; Isotropy; Computer science; Geology; Physics; Optics","score_opus":0.0892695762674269,"score_gpt":0.30335999473420355,"score_spread":0.21409041846677665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038271896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672952,0.0004299179,0.02852509,0.0010307672,0.00025704506,0.00020279146,0.00010431592,0.00021838398,0.0019364873],"genre_scores_gemma":[0.9706575,0.00012200263,0.027042095,0.0005276843,0.00007334564,0.0000019391425,0.00027469062,0.0000045334064,0.0012961916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984046,0.00030740316,0.00041843136,0.000299821,0.00030996176,0.00025977832],"domain_scores_gemma":[0.9990395,0.00033972017,0.00015172764,0.0002282581,0.00016188838,0.00007891489],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030487223,0.00019036084,0.0003489496,0.00015432163,0.00021961308,0.000029418616,0.00022002295,0.00011855223,0.002363624],"category_scores_gemma":[0.00014386144,0.00014579993,0.000112265116,0.00028605715,0.00023596632,0.0003940308,0.000013396462,0.00016886424,0.00008774368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053272386,0.00003345153,0.92332083,0.00001620956,0.000032634172,0.0000046182295,0.0049531944,0.00057757506,0.0010320764,0.00004758445,0.06507939,0.004849176],"study_design_scores_gemma":[0.0011014041,0.0013626907,0.48949942,0.00006002389,0.0000540197,0.00007994046,0.008931387,0.1620516,0.2552322,0.0011383635,0.079673745,0.0008152259],"about_ca_topic_score_codex":0.011641661,"about_ca_topic_score_gemma":0.0009397617,"teacher_disagreement_score":0.4338214,"about_ca_system_score_codex":0.0000109477505,"about_ca_system_score_gemma":0.00006566396,"threshold_uncertainty_score":0.9985483},"labels":[],"label_agreement":null},{"id":"W2038678288","doi":"10.1190/geo2011-0475.1","title":"3D imaging challenges in steeply dipping mining structures: New lights on acquisition geometry and processing from the Brunswick no. 6 seismic data, Canada","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Uppsala Universitet; Isfahan University of Technology","keywords":"Bin; Geology; Azimuth; Offset (computer science); Data acquisition; Data processing; Footprint; Seismology; Wavenumber; Geodesy; Mineralogy; Geometry; Remote sensing; Computer science; Optics; Algorithm; Mathematics; Physics; Database","score_opus":0.025552322951444988,"score_gpt":0.21756080803866953,"score_spread":0.19200848508722454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038678288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843471,0.011134121,0.00017961398,0.0021584285,0.0005322777,0.0001206755,0.000071913746,0.00005740651,0.001398468],"genre_scores_gemma":[0.9933773,0.00029858045,0.0011551367,0.00423233,0.000699167,2.781729e-7,0.00019034342,0.000006392496,0.0000404386],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99890757,0.000056171604,0.0001501878,0.00029317,0.00024945545,0.00034347392],"domain_scores_gemma":[0.9992666,0.00020725637,0.000092057984,0.0003171875,0.000021544533,0.00009531188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019684425,0.00015384688,0.00014311081,0.00004797704,0.00021285075,0.00008437233,0.00029616145,0.000033742515,0.00004924631],"category_scores_gemma":[0.000028323473,0.000113019494,0.000012209658,0.00013768028,0.000042942884,0.00064348575,0.000047152207,0.00019261491,0.000019002622],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001722875,0.0000078949915,0.091190755,0.000030054935,0.000010156696,0.000005382951,0.0017437167,0.000116949836,0.00001791459,0.000019742063,0.0094198715,0.89742035],"study_design_scores_gemma":[0.00043093137,0.000041996398,0.7794684,0.00044332855,0.00003813245,0.000012442151,0.0036682016,0.14763829,0.00029677257,0.0022434618,0.06516763,0.00055037194],"about_ca_topic_score_codex":0.6660333,"about_ca_topic_score_gemma":0.0492454,"teacher_disagreement_score":0.89686996,"about_ca_system_score_codex":0.00001635083,"about_ca_system_score_gemma":0.00023120167,"threshold_uncertainty_score":0.9681034},"labels":[],"label_agreement":null},{"id":"W2038703169","doi":"10.1785/gssrl.82.2.222","title":"Management of Large Seismic Datasets: II. Data Center-type Operation","year":2011,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Citation; Library science; Download; Geology; Computer science; World Wide Web","score_opus":0.1558121701238007,"score_gpt":0.3497240734459696,"score_spread":0.19391190332216893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038703169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94194376,0.00047068897,0.011055943,0.017474644,0.00066874904,0.0010148431,0.003174735,0.00030455427,0.023892084],"genre_scores_gemma":[0.9793134,0.00026140438,0.005962476,0.01064933,0.00003299689,0.0000014082266,0.003610605,0.0000037719844,0.00016465648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997935,0.00031421593,0.00022884873,0.00045045058,0.0005516332,0.00051986787],"domain_scores_gemma":[0.9989327,0.000085661115,0.00004430642,0.0007739792,0.00004763102,0.00011567338],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019798346,0.00011021049,0.00013965319,0.00014323955,0.00027157983,0.000029103934,0.0012083533,0.000061692714,0.0021814012],"category_scores_gemma":[0.00008241113,0.00008142771,0.000027000531,0.00030007184,0.00028952313,0.00035775555,0.00044506474,0.0003294761,0.0002977124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031635052,0.0003646121,0.032781452,0.0001069394,0.00009817882,0.00054831995,0.00032563024,0.000051443243,0.00029986337,0.00085621537,0.81728953,0.14696147],"study_design_scores_gemma":[0.000818401,0.0008990796,0.05638715,0.00012874522,0.000019622992,0.000032102835,0.00069622643,0.037874363,0.0026519743,0.0021195004,0.8980039,0.00036897708],"about_ca_topic_score_codex":0.00330842,"about_ca_topic_score_gemma":0.0000048970396,"teacher_disagreement_score":0.14659248,"about_ca_system_score_codex":0.000008978195,"about_ca_system_score_gemma":0.000020500984,"threshold_uncertainty_score":0.9987307},"labels":[],"label_agreement":null},{"id":"W2038782842","doi":"10.1190/1.2952571","title":"Bayesian wavefield separation by transform-domain sparsity promotion","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Advanced Education","keywords":"Curvelet; Domain (mathematical analysis); Computer science; Algorithm; Bayesian probability; Clutter; Independence (probability theory); SIGNAL (programming language); Energy (signal processing); Noise (video); Blind signal separation; Amplitude; Phase (matter); Pattern recognition (psychology); Artificial intelligence; Wavelet; Mathematics; Image (mathematics); Statistics; Wavelet transform; Radar; Physics; Optics","score_opus":0.013362758917862731,"score_gpt":0.20818605520123076,"score_spread":0.19482329628336803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038782842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192786,0.00006811876,0.047374144,0.001767469,0.0002241306,0.00021711286,0.0000623008,0.00024606806,0.030762013],"genre_scores_gemma":[0.99671376,0.000053743024,0.0012534966,0.00075332273,0.00007246104,7.442751e-7,0.00024678648,0.0000022298411,0.0009034545],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938464,0.000029774925,0.00009924004,0.00015270265,0.00016371372,0.00016991416],"domain_scores_gemma":[0.99976414,0.000015034015,0.000033715118,0.00011231645,0.000019556088,0.000055217453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008009954,0.00008585521,0.00008844686,0.00002522291,0.0002231651,0.00001536575,0.00009110801,0.00005010176,0.000341508],"category_scores_gemma":[0.0000029908044,0.000078443605,0.000044906054,0.00011737813,0.00005594896,0.00027004545,0.0000025731276,0.00010176681,0.00019965229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089269386,0.00022407327,0.09165775,0.00005355988,0.000038469774,0.00003868162,0.0032222278,0.00014612624,0.0019079928,0.0003621598,0.5678891,0.33437058],"study_design_scores_gemma":[0.0020718353,0.0021125302,0.14487162,0.00009800136,0.00007578991,0.00022302431,0.00066891103,0.16158693,0.16670075,0.13190977,0.38748392,0.002196912],"about_ca_topic_score_codex":0.0016325965,"about_ca_topic_score_gemma":0.00001939799,"teacher_disagreement_score":0.33217368,"about_ca_system_score_codex":0.0000037903417,"about_ca_system_score_gemma":0.000021902479,"threshold_uncertainty_score":0.37392733},"labels":[],"label_agreement":null},{"id":"W2038983314","doi":"10.1016/j.egypro.2009.01.291","title":"Pembina Cardium CO2 Monitoring Project, Alberta, Canada: Timelapse seismic analysis—Lessons learned","year":2009,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Schlumberger (Canada); Penn West Exploration (Canada); University of Calgary","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; University of Pennsylvania","keywords":"Geophone; Geology; Cretaceous; Aquifer; Enhanced oil recovery; Seismology; Amplitude; Oil field; Baseline (sea); Petrology; Paleontology; Petroleum engineering; Groundwater; Geotechnical engineering; Oceanography","score_opus":0.016717639470403698,"score_gpt":0.2356706306906981,"score_spread":0.2189529912202944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038983314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76558006,0.0027471483,0.0017379837,0.018649446,0.0023249544,0.00040392386,0.00015040427,0.0010216131,0.20738447],"genre_scores_gemma":[0.9883725,0.00015068075,0.000390092,0.0015812537,0.0002296864,0.0000023571752,0.00014652187,0.000005508764,0.009121421],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985277,0.000053486234,0.00021172788,0.00040515378,0.00036038327,0.00044152673],"domain_scores_gemma":[0.9993528,0.00007606233,0.00009242083,0.0002653923,0.00006605239,0.00014724905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014868013,0.00020526352,0.00028679485,0.0001825143,0.00021069414,0.00006283935,0.00029484794,0.00008200382,0.00017072028],"category_scores_gemma":[0.00005398281,0.00018460261,0.000110563415,0.0007986492,0.000037937298,0.0001805229,0.00001116105,0.00017755976,0.00002417606],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012704908,0.00008945051,0.2273463,0.000037598045,0.00066155836,0.00016220084,0.001141802,0.025490006,0.00014117628,0.00047631038,0.34732184,0.3970047],"study_design_scores_gemma":[0.00060306984,0.00028878733,0.138049,0.000059130445,0.0005580294,0.000044480817,0.0007178319,0.20430556,0.019658446,0.0013371571,0.6331657,0.0012128062],"about_ca_topic_score_codex":0.9272619,"about_ca_topic_score_gemma":0.2273665,"teacher_disagreement_score":0.6998954,"about_ca_system_score_codex":0.00003424991,"about_ca_system_score_gemma":0.0005557018,"threshold_uncertainty_score":0.786732},"labels":[],"label_agreement":null},{"id":"W2039099789","doi":"10.1029/2008jb005886","title":"An integrated analysis of controlled and passive source seismic data across an Archean‐Proterozoic suture zone in the Rocky Mountains","year":2009,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Craton; Crust; Terrane; Seismology; Proterozoic; Fibrous joint; Archean; Receiver function; Mantle (geology); Lithosphere; Tectonics; Geophysics; Paleontology","score_opus":0.041159427666399406,"score_gpt":0.3528536100190538,"score_spread":0.3116941823526544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039099789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950944,0.000312244,0.0024962819,0.0017136693,0.000018527555,0.00022317882,0.00007721688,0.00001103852,0.000053395026],"genre_scores_gemma":[0.9979126,0.00014430178,0.0010372662,0.00063503353,0.00012756507,7.408409e-7,0.00008042292,0.000003568882,0.00005852708],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9965533,0.0011697018,0.0004971636,0.0002911979,0.0010223316,0.0004662992],"domain_scores_gemma":[0.9977589,0.0008103848,0.00025875686,0.0005760068,0.0003766614,0.00021927041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027720956,0.00015481224,0.00061776966,0.00009894845,0.00020891427,0.00021173555,0.0013425633,0.000085322674,0.00009155275],"category_scores_gemma":[0.0004906224,0.00008631789,0.00012551213,0.0013245231,0.00036782675,0.00075380894,0.000039987728,0.0010197571,0.0000027430867],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004392253,0.00091414124,0.05838379,0.000025052797,0.0005870975,0.00018234696,0.005827872,0.008964768,0.0017493471,0.000049013583,0.003986349,0.914938],"study_design_scores_gemma":[0.0014002004,0.002625064,0.24803755,0.000055239976,0.00011528899,0.00001835086,0.0104352925,0.7336541,0.0003004291,0.0014046108,0.0018233942,0.00013047548],"about_ca_topic_score_codex":0.018925095,"about_ca_topic_score_gemma":0.0014878042,"teacher_disagreement_score":0.9148075,"about_ca_system_score_codex":0.000015402342,"about_ca_system_score_gemma":0.00015864715,"threshold_uncertainty_score":0.98760796},"labels":[],"label_agreement":null},{"id":"W2039137852","doi":"10.1190/1.2405336","title":"Velocity determination for pore-pressure prediction","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Pore water pressure; Materials science; Geology; Geotechnical engineering","score_opus":0.015873576155330235,"score_gpt":0.22717991841549529,"score_spread":0.21130634226016504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039137852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60862684,0.0021180958,0.17742157,0.013482911,0.0048969826,0.001939139,0.00062423875,0.0022944002,0.18859582],"genre_scores_gemma":[0.99311996,0.000005462779,0.0014418999,0.000504983,0.00030600265,0.0000023309437,0.00011873573,0.0000023385464,0.00449829],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995913,0.0000251052,0.00008192739,0.000098360004,0.00008153729,0.00012177172],"domain_scores_gemma":[0.9997347,0.00008956412,0.000039217197,0.000097731725,0.000024754456,0.000014016689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029022407,0.00005203957,0.000053458192,0.000033437656,0.0002049839,0.000033980534,0.000119801225,0.000034974662,0.000065988694],"category_scores_gemma":[0.000025886455,0.000035467798,0.000031587806,0.00006293714,0.000046298414,0.000116270414,0.0000034627021,0.000060965074,0.000050413684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030677325,0.000012215261,0.03616308,0.00003241233,0.000008609169,0.0000011501221,0.00028234112,0.000538463,0.00032686428,0.00042258424,0.52426213,0.43791947],"study_design_scores_gemma":[0.00016959822,0.00006695665,0.04645589,0.000019024119,0.00003160383,0.000012271173,0.000039931987,0.38060302,0.008139611,0.010525354,0.5538281,0.0001086051],"about_ca_topic_score_codex":0.00070533727,"about_ca_topic_score_gemma":0.000022660299,"teacher_disagreement_score":0.43781084,"about_ca_system_score_codex":0.0000031731565,"about_ca_system_score_gemma":0.000008565229,"threshold_uncertainty_score":0.15765911},"labels":[],"label_agreement":null},{"id":"W2039448950","doi":"10.1190/1.2148171","title":"Enhanced resolution in Radon domain using the shifted hyperbola equation","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hyperbola; Offset (computer science); Radon transform; Radon; Signal processing; Basis function; Algorithm; Inversion (geology); Computer science; Data processing; Noise (video); Mathematics; Mathematical analysis; Image (mathematics); Geology; Artificial intelligence; Digital signal processing; Physics; Seismology","score_opus":0.027680457567641585,"score_gpt":0.23732932145990468,"score_spread":0.2096488638922631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039448950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92219824,0.00017071157,0.061321795,0.0024995976,0.00008845316,0.00012665434,0.0000017632414,0.00009718705,0.013495603],"genre_scores_gemma":[0.9821763,0.00002130869,0.015701763,0.0018497417,0.000067076995,4.3703244e-7,0.000014399123,0.0000013732674,0.00016759524],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993883,0.00008491998,0.00012945366,0.00011756938,0.00013000506,0.00014979012],"domain_scores_gemma":[0.9997702,0.000055385524,0.000033468674,0.00010716113,0.000012113163,0.000021622342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042876918,0.00005721681,0.00005647501,0.000070727365,0.00010340978,0.000028160408,0.00010132964,0.00003632122,0.0006880581],"category_scores_gemma":[0.000022128252,0.000037244114,0.000019838826,0.00019207886,0.000039916114,0.00022387697,0.0000047673675,0.00008906744,0.000073917035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015526566,0.000057064182,0.033460703,0.00001191562,0.00001104301,0.0000043121327,0.0028010784,0.027242322,0.013664206,0.002011435,0.0083455825,0.9122351],"study_design_scores_gemma":[0.00019966312,0.000025373403,0.016610857,0.000016448552,0.0000026944824,0.0000040329205,0.00033474318,0.9562389,0.014792485,0.001607433,0.010065606,0.000101719415],"about_ca_topic_score_codex":0.005874369,"about_ca_topic_score_gemma":0.00043455279,"teacher_disagreement_score":0.9289966,"about_ca_system_score_codex":0.000012489563,"about_ca_system_score_gemma":0.000019208515,"threshold_uncertainty_score":0.88803273},"labels":[],"label_agreement":null},{"id":"W2039535478","doi":"10.1111/j.1365-2478.2004.00467.x","title":"Rock physics analysis for time‐lapse seismic at Schiehallion Field, North Sea","year":2005,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Saturation (graph theory); Igneous petrology; Geology; Mineralogy; Moduli; Dry gas; Soil science; Engineering geology; Volcanism; Physics; Chemistry; Mathematics; Seismology","score_opus":0.010064812359850435,"score_gpt":0.21785185643803462,"score_spread":0.20778704407818419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039535478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96498615,0.000069129055,0.02908911,0.0011061322,0.000101665595,0.00032822907,0.000058102905,0.00038304375,0.0038784326],"genre_scores_gemma":[0.9921708,0.0000063065318,0.0030438402,0.0018430824,0.0007378029,0.000004563687,0.00020140177,0.0000072683383,0.0019849164],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987317,0.000027866427,0.0002122429,0.0004047615,0.000228783,0.00039467108],"domain_scores_gemma":[0.99927527,0.00020726967,0.00011472572,0.0002342538,0.0000628896,0.000105592815],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013211483,0.00017608725,0.00027246925,0.00008159674,0.0004363009,0.00006495109,0.00019644473,0.000057678768,0.00036701714],"category_scores_gemma":[0.00005321519,0.00015616277,0.0002627204,0.0005752296,0.000025262896,0.00027229954,0.000031679796,0.00019009232,0.0009555135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001286971,0.000110195266,0.64815724,0.000042114803,0.00026435946,0.000004077291,0.0003401443,0.0644989,0.0001908821,0.00006903468,0.018652886,0.26754147],"study_design_scores_gemma":[0.00020900404,0.00014314149,0.024605708,0.000008696653,0.00012963479,0.000001788416,0.000015676229,0.9616332,0.0050052204,0.0012297052,0.0067749377,0.00024325853],"about_ca_topic_score_codex":0.0014515942,"about_ca_topic_score_gemma":0.000119584576,"teacher_disagreement_score":0.8971343,"about_ca_system_score_codex":0.000023129593,"about_ca_system_score_gemma":0.00001815123,"threshold_uncertainty_score":0.9998224},"labels":[],"label_agreement":null},{"id":"W2039706776","doi":"10.3997/1365-2397.2011040","title":"4D-3C geomechanical study of in-situ bitumen recovery in NW Canada using Toe-to-Heel Air Injection","year":2012,"lang":"en","type":"article","venue":"First Break","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Caprock; Overburden; Geology; Shear wave splitting; Azimuth; Anisotropy; Shear (geology); Petrology; Borehole; Oil sands; Stress (linguistics); Seismology; Asphalt; Geotechnical engineering","score_opus":0.01767890005636711,"score_gpt":0.21837628110325422,"score_spread":0.2006973810468871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039706776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99818337,0.000048542544,0.000066107554,0.00014791879,0.00046315373,0.00020034835,0.000013530244,0.00002380436,0.00085321686],"genre_scores_gemma":[0.99901426,0.0000033926426,0.00026519972,0.000598731,0.000057577832,0.0000015125586,0.000011650851,0.0000034068037,0.000044296703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990508,0.0000630773,0.00023344776,0.00016759636,0.00020413283,0.0002809231],"domain_scores_gemma":[0.9996222,0.00006613899,0.000057152512,0.00014912637,0.00001726035,0.0000881146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033008956,0.000096289325,0.00017045722,0.00020285553,0.00007159021,0.000011072859,0.00013024845,0.000047438418,0.00013340036],"category_scores_gemma":[0.000036001435,0.000090235226,0.000019254805,0.0003919077,0.000013631793,0.00023657898,0.000022660897,0.00013111951,0.000010013649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052754123,0.000083154075,0.97798437,0.000016435213,0.000006564791,0.000008950542,0.00084031076,0.0077604586,0.000081574035,0.0000021685878,0.0037049204,0.0094583575],"study_design_scores_gemma":[0.00045693494,0.00041765723,0.97190005,0.00008927244,0.000009784495,0.000027470503,0.0016577728,0.016878525,0.0016500064,0.00008922296,0.0065673147,0.0002559935],"about_ca_topic_score_codex":0.9570991,"about_ca_topic_score_gemma":0.8473561,"teacher_disagreement_score":0.109742984,"about_ca_system_score_codex":0.00007667048,"about_ca_system_score_gemma":0.0001327098,"threshold_uncertainty_score":0.36796856},"labels":[],"label_agreement":null},{"id":"W2039710792","doi":"10.1016/j.ijrmms.2014.05.014","title":"Erratum to “3-D transport and acoustic properties of Fontainebleau sandstone during true-triaxial deformation experiments” [Int. J. Rock Mech. Min. Sci. (2014) 1–18]","year":2014,"lang":"en","type":"erratum","venue":"International Journal of Rock Mechanics and Mining Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Geotechnical engineering; Deformation (meteorology); INT; Computer science; Oceanography","score_opus":0.018989531609775238,"score_gpt":0.24295191539907127,"score_spread":0.22396238378929603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039710792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90406454,0.015412583,0.032025315,0.0022278163,0.04089171,0.0006111315,0.00015474946,0.00009326349,0.0045189075],"genre_scores_gemma":[0.9940506,0.0017654152,0.0013778734,0.00031368062,0.0005528796,0.0000014419519,0.00002020104,0.000008377442,0.0019095297],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99752736,0.000056769317,0.00074622565,0.0003129942,0.0010858249,0.0002708233],"domain_scores_gemma":[0.99850374,0.000048319,0.0007821785,0.00009914412,0.00039340614,0.00017319068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001043119,0.00025657937,0.0004601928,0.00073645933,0.0002795419,0.00015521416,0.000659037,0.00016746703,0.00011090862],"category_scores_gemma":[0.00015701853,0.0001917108,0.000104019826,0.00015868135,0.0000440095,0.00056108873,0.00005599671,0.0003229775,0.0000031871791],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026380594,0.00029668052,0.005665947,0.0012377457,0.00107883,0.00017727591,0.020387977,0.056803465,0.022875255,0.0005489389,0.83913124,0.049158566],"study_design_scores_gemma":[0.0049180402,0.0075185793,0.0027379072,0.01187485,0.0006549733,0.0033347993,0.020511195,0.7698026,0.037455432,0.0050321613,0.13331303,0.0028464254],"about_ca_topic_score_codex":0.00046285513,"about_ca_topic_score_gemma":0.000051865412,"teacher_disagreement_score":0.71299917,"about_ca_system_score_codex":0.000026239226,"about_ca_system_score_gemma":0.00028174758,"threshold_uncertainty_score":0.7817739},"labels":[],"label_agreement":null},{"id":"W2039820505","doi":"10.4043/25226-ms","title":"Blended Source Ocean Bottom Seismic Acquisition","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Data acquisition; Downtime; Computer science; Submarine pipeline; Data quality; Cost reduction; Ocean bottom; Environmental science; Geology; Engineering; Seismology","score_opus":0.009366350715808604,"score_gpt":0.20412374797053232,"score_spread":0.1947573972547237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039820505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85242325,0.0002498873,0.0829629,0.017697593,0.0004360016,0.0002650181,0.000025783018,0.003139914,0.04279967],"genre_scores_gemma":[0.99278015,0.00004447241,0.0037195042,0.0024053627,0.00005478362,9.018535e-7,0.00006962568,0.0000062508643,0.00091896317],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875325,0.00006327705,0.00020806261,0.0004009854,0.0001843654,0.00039004945],"domain_scores_gemma":[0.9992238,0.000059257545,0.00009957307,0.00044840664,0.00008720255,0.00008174941],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028586428,0.00018973238,0.00022108997,0.00032303113,0.00017145564,0.000052601103,0.00054914673,0.00026622735,0.0013119554],"category_scores_gemma":[0.00006936658,0.000170536,0.000048752634,0.0003433509,0.00039131526,0.00016037827,0.0000360466,0.00039567178,0.00067068334],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023690644,0.00002324809,0.19953716,0.000018241673,0.000019129528,0.00000834451,0.00009873596,0.00006392649,0.00027145413,0.004694451,0.03623024,0.7590114],"study_design_scores_gemma":[0.0006902081,0.00060063024,0.023416119,0.00013316306,0.00004829903,0.00017496414,0.00068087096,0.5191084,0.026441041,0.11414346,0.3136864,0.00087642524],"about_ca_topic_score_codex":0.0003833625,"about_ca_topic_score_gemma":0.000015124546,"teacher_disagreement_score":0.75813496,"about_ca_system_score_codex":0.0000071838094,"about_ca_system_score_gemma":0.00006263029,"threshold_uncertainty_score":0.999601},"labels":[],"label_agreement":null},{"id":"W2039915532","doi":"10.1190/1.2792910","title":"Wave‐equation‐based separation of P‐ and S‐wave modes","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Separation (statistics); Physics; Wave equation; Computer science; Mathematics; Quantum mechanics; Statistics","score_opus":0.04480354858892284,"score_gpt":0.25926266362302147,"score_spread":0.21445911503409865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039915532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7063802,0.00010359726,0.18844092,0.000399633,0.000048382903,0.00009880345,0.000008645225,0.00010065851,0.10441915],"genre_scores_gemma":[0.9809821,0.000008121368,0.01779454,0.00080255675,0.000012817965,7.272813e-8,0.00002830284,7.229647e-7,0.00037072206],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996308,0.000012068958,0.00010436196,0.000076611264,0.000098791854,0.0000773731],"domain_scores_gemma":[0.9997696,0.00007749014,0.00003329361,0.000059556358,0.00002800769,0.00003203561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030385423,0.00003959295,0.000052765845,0.00007360975,0.00003876485,0.000010110358,0.000022488493,0.00002540702,0.0006903228],"category_scores_gemma":[0.00001666981,0.000031044317,0.000013494015,0.00007503122,0.000045780547,0.000107420165,0.0000018320035,0.000026941056,0.000012502175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001083353,0.000033090982,0.17454539,0.00004708198,0.000013885451,0.000006767181,0.00042031158,0.0011691635,0.003147302,0.0025309247,0.016560573,0.8014172],"study_design_scores_gemma":[0.000119232536,0.00006786326,0.041205633,0.000007180933,0.000003979508,0.000002715786,0.00013831764,0.884536,0.07016699,0.0015924514,0.0020951193,0.00006449289],"about_ca_topic_score_codex":0.0016254438,"about_ca_topic_score_gemma":0.000047634472,"teacher_disagreement_score":0.8833669,"about_ca_system_score_codex":0.0000011791439,"about_ca_system_score_gemma":0.000012475981,"threshold_uncertainty_score":0.755855},"labels":[],"label_agreement":null},{"id":"W2040034787","doi":"10.1190/1.1816822","title":"Inversion of<i>PP</i>and<i>PS</i>multicomponent seismic volumes: A case history from the Gulf of Mexico","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Geology; Seismology; Seismic inversion; Meteorology; Geography; Tectonics","score_opus":0.023157495177979125,"score_gpt":0.19161983977894045,"score_spread":0.16846234460096132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040034787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811888,0.0074973754,0.0007134122,0.0020631044,0.00034000867,0.00016849427,0.000086032254,0.00009477715,0.007848007],"genre_scores_gemma":[0.99365354,0.00060176366,0.0016469323,0.0034622531,0.000025517314,4.215818e-7,0.00001793675,0.0000030163121,0.00058861374],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913365,0.00008932276,0.00024594026,0.00018866539,0.00019787387,0.0001445649],"domain_scores_gemma":[0.99925375,0.00025790016,0.000120763114,0.00026260604,0.000035495883,0.00006948358],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019112567,0.00011228004,0.00018288176,0.000049589544,0.00007512871,0.0000071463583,0.00018887299,0.000053877804,0.0033874398],"category_scores_gemma":[0.000031631003,0.00007276177,0.00006865901,0.000073655494,0.00027227108,0.00012928211,0.000026137819,0.00011555594,0.00006023154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042810818,0.000075291435,0.084911406,0.000037515496,0.00004995898,0.00009893389,0.00364178,0.00015779205,0.0009600886,0.00003709397,0.78084123,0.1291461],"study_design_scores_gemma":[0.00040692018,0.000114331335,0.002070251,0.00005168018,0.00004220471,0.00011579738,0.0008799481,0.76046276,0.004967528,0.00031371097,0.23040202,0.00017286725],"about_ca_topic_score_codex":0.09309772,"about_ca_topic_score_gemma":0.00014785759,"teacher_disagreement_score":0.7603049,"about_ca_system_score_codex":0.000010874755,"about_ca_system_score_gemma":0.000014331913,"threshold_uncertainty_score":0.9975236},"labels":[],"label_agreement":null},{"id":"W2040143860","doi":"10.2118/75714-ms","title":"3D Analysis and Prediction of Microseismicity in Fracturing by Coupled Geomechanical Modeling","year":2002,"lang":"en","type":"article","venue":"SPE Gas Technology Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Geology; Poromechanics; Fracture (geology); Seismology; Unconventional oil; Geophysics; Geotechnical engineering; Oil shale; Porous medium; Porosity","score_opus":0.008071372313834596,"score_gpt":0.18736933034934922,"score_spread":0.17929795803551463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040143860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824478,0.0006766305,0.014089464,0.0020356784,0.00005336835,0.000099045756,0.00004558343,0.00020113924,0.00035129927],"genre_scores_gemma":[0.9956682,0.00092962466,0.0031220121,0.00018676744,0.000009673695,0.000001144857,0.0000321262,0.0000032070548,0.00004729473],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990534,0.000022540415,0.00027764787,0.0002957454,0.00011641072,0.00023423918],"domain_scores_gemma":[0.99962616,0.000027572005,0.00007890045,0.00020203082,0.000026287293,0.000039054416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020086693,0.00011530047,0.0002562943,0.0006703221,0.00006406111,0.000013049828,0.00016882601,0.00021918109,0.00022321344],"category_scores_gemma":[0.00002106789,0.000109899,0.000044154232,0.00071920274,0.00013591985,0.00012020277,0.000025563637,0.00025481236,0.000009193787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005179879,0.00014595586,0.8481595,0.00005181931,0.00023657465,0.000020593101,0.00028983742,0.017247796,0.08243203,0.000050411065,0.0016963244,0.04961736],"study_design_scores_gemma":[0.00018724983,0.000075104974,0.0006771626,0.000014385209,0.000058996,0.00001133937,0.000061562816,0.970775,0.026876912,0.0007883775,0.0003822121,0.000091672424],"about_ca_topic_score_codex":0.003535563,"about_ca_topic_score_gemma":0.000052323292,"teacher_disagreement_score":0.9535272,"about_ca_system_score_codex":0.0000091086085,"about_ca_system_score_gemma":0.0000048634543,"threshold_uncertainty_score":0.5344737},"labels":[],"label_agreement":null},{"id":"W2040164388","doi":"10.1190/1.3525367","title":"Seismic petrophysics and isotropic-anisotropic AVO methods for unconventional gas exploration","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":203,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada); Cenovus Energy (Canada); Apache (Canada)","funders":"","keywords":"Petrophysics; Geology; Tight gas; Natural gas; Petroleum engineering; Hydraulic fracturing; Porosity; Permeability (electromagnetism); Petrology; Brittleness; Drilling; Fracture (geology); Unconventional oil; Natural gas field; Geotechnical engineering; Oil shale; Paleontology; Materials science","score_opus":0.030865870590794698,"score_gpt":0.29686575688499917,"score_spread":0.26599988629420446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040164388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53035086,0.00022179451,0.45423353,0.009152813,0.0021390372,0.00037808396,0.000026006746,0.00024686058,0.0032510029],"genre_scores_gemma":[0.938471,0.00006775587,0.0578276,0.0014505896,0.00045635353,0.000006365916,0.000058455003,0.0000067590076,0.0016551213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994104,0.00007176432,0.00011046713,0.00016280882,0.000076581724,0.00016799399],"domain_scores_gemma":[0.9994624,0.00024736513,0.000057947764,0.00015381842,0.000035690366,0.000042738866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034631032,0.000090963855,0.00010362844,0.000045714172,0.0002902992,0.000072076284,0.00015364487,0.000042849555,0.00013412045],"category_scores_gemma":[0.0000625329,0.00006389372,0.000049870763,0.000078549405,0.00012964956,0.0002362303,0.000010705345,0.00018576796,0.0000987456],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044234548,0.000018501794,0.008504037,0.00004221633,0.000031117186,7.9244325e-7,0.0008334966,0.00024298158,0.008749209,0.006463305,0.035013895,0.9400562],"study_design_scores_gemma":[0.00041319212,0.00020114705,0.004515022,0.000019458957,0.000049192906,0.00002526651,0.00023230164,0.40255895,0.01734324,0.16498734,0.40938956,0.00026532912],"about_ca_topic_score_codex":0.00022016656,"about_ca_topic_score_gemma":0.00001785665,"teacher_disagreement_score":0.9397909,"about_ca_system_score_codex":0.0000033627853,"about_ca_system_score_gemma":0.000022275317,"threshold_uncertainty_score":0.26055104},"labels":[],"label_agreement":null},{"id":"W2040456849","doi":"10.1190/int-2014-0080.1","title":"Diffraction imaging in fractured carbonates and unconventional shales","year":2015,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Geology; Oil shale; Reflection (computer programming); Specularity; Diffraction; Petroleum engineering; Mineralogy; Petrology; Seismology; Mining engineering; Optics; Paleontology; Computer science","score_opus":0.012091024492382769,"score_gpt":0.23564593983138968,"score_spread":0.2235549153390069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040456849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98588794,0.001145413,0.0028476643,0.001191232,0.00036534702,0.00008196626,0.0000069354787,0.00008796131,0.008385508],"genre_scores_gemma":[0.9985978,0.000012563147,0.00058616936,0.00067080336,0.000023276356,8.1951066e-7,0.000058765712,0.0000014456934,0.000048363836],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995757,0.000036563848,0.000099945515,0.00011159647,0.00010152391,0.00007471304],"domain_scores_gemma":[0.9998082,0.000048979004,0.000037834205,0.00003875513,0.00002787007,0.000038364073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017010528,0.00005157411,0.000052215662,0.000105787665,0.000020532614,0.000038197377,0.00003763313,0.000020750043,0.000095067255],"category_scores_gemma":[0.00006390066,0.000045842036,0.000012848955,0.000055735396,0.00003350688,0.00034165778,0.0000039131332,0.000066252534,0.000021848997],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004372766,0.0000062866766,0.752135,0.0000046453674,0.0000022758322,0.000004748466,0.001067824,0.00029406344,0.00006324961,0.000028238843,0.0013233555,0.24502662],"study_design_scores_gemma":[0.00021150093,0.000025908674,0.44151172,0.00004046104,0.0000036772642,0.000015157987,0.0005624289,0.54346985,0.0003711646,0.011021669,0.0026812153,0.00008522571],"about_ca_topic_score_codex":0.0043536066,"about_ca_topic_score_gemma":0.0001751774,"teacher_disagreement_score":0.5431758,"about_ca_system_score_codex":0.000009368668,"about_ca_system_score_gemma":0.000016886954,"threshold_uncertainty_score":0.658138},"labels":[],"label_agreement":null},{"id":"W2040788466","doi":"10.1190/1.3447781","title":"Subsalt 3D VSP imaging at Deimos Field in the deepwater Gulf of Mexico","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Geophone; Geology; Geophysical imaging; Seismology; Vertical seismic profile; Passive seismic","score_opus":0.012924170844182695,"score_gpt":0.23060829850196368,"score_spread":0.217684127657781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040788466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541805,0.00018178122,0.00024466266,0.007785025,0.00054760266,0.00012639305,0.0000048309653,0.000060916118,0.036868323],"genre_scores_gemma":[0.9928532,0.000014840628,0.00044939184,0.005926028,0.000088611974,0.0000010479577,0.000007093308,0.0000029741277,0.0006567694],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993007,0.000078156685,0.00014067315,0.00012172971,0.00014440433,0.00021434642],"domain_scores_gemma":[0.99924725,0.00037162518,0.000050308205,0.00029252615,0.000015329415,0.00002296626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007690703,0.000081356964,0.000098275625,0.00005771833,0.00013380975,0.000031457937,0.00047391476,0.000036568108,0.0006267833],"category_scores_gemma":[0.00006953732,0.00004232466,0.000040194238,0.00012734429,0.00012351255,0.00010185701,0.000022006832,0.0002994619,0.00022555423],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032838812,0.000015286854,0.74414945,0.000015311189,0.0000074228806,0.000012253259,0.004405847,0.000041805408,0.0039984505,0.00013392429,0.1384718,0.10871564],"study_design_scores_gemma":[0.0006356723,0.00015281817,0.119101696,0.00012249344,0.000050360777,0.00021979932,0.0012729737,0.055295814,0.268452,0.0076617063,0.546446,0.00058864476],"about_ca_topic_score_codex":0.0026625695,"about_ca_topic_score_gemma":0.0005982881,"teacher_disagreement_score":0.62504774,"about_ca_system_score_codex":0.000002733501,"about_ca_system_score_gemma":0.0000114113145,"threshold_uncertainty_score":0.6862837},"labels":[],"label_agreement":null},{"id":"W2040866145","doi":"10.1190/1.1816820","title":"The impact of attenuation on the resolution of multicomponent seismic data","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Geology; Resolution (logic); Seismology; Remote sensing; Computer science; Optics; Physics; Artificial intelligence","score_opus":0.07566426236142852,"score_gpt":0.2680619462924141,"score_spread":0.19239768393098555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040866145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974975,0.00034428076,0.0010191228,0.007274215,0.00010615964,0.000216279,0.000110636975,0.000045751913,0.01590855],"genre_scores_gemma":[0.9991938,0.00014487463,0.0001584702,0.00022207884,0.000013539568,1.6669546e-7,0.000036941103,8.579101e-7,0.00022928628],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994703,0.00007651303,0.0001311787,0.000084483334,0.0001520706,0.000085468724],"domain_scores_gemma":[0.9991653,0.00029736885,0.00008115727,0.00041666042,0.000024437411,0.000015103794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042435736,0.00004512598,0.00005402493,0.000025524405,0.000103483544,0.000010603791,0.0003312443,0.000016392,0.00062806293],"category_scores_gemma":[0.00007419056,0.000018632583,0.000032479038,0.000078747136,0.00009641319,0.000079891084,0.000014371315,0.00005604713,0.0000550483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069726484,0.00006739231,0.03182738,0.000006903078,0.000045876448,4.440592e-7,0.00032733817,0.007702158,0.00065940927,0.0002467603,0.55556625,0.40348035],"study_design_scores_gemma":[0.000052117404,0.000085160435,0.029033119,0.000009464392,0.0000033787408,0.0000010015655,0.00007840275,0.96595484,0.0013323545,0.00018768337,0.0032357618,0.000026711512],"about_ca_topic_score_codex":0.011066207,"about_ca_topic_score_gemma":0.0000183452,"teacher_disagreement_score":0.95825267,"about_ca_system_score_codex":0.0000030762958,"about_ca_system_score_gemma":0.000006705106,"threshold_uncertainty_score":0.99551916},"labels":[],"label_agreement":null},{"id":"W2040901455","doi":"10.1190/1.1851064","title":"Structural analysis of velocity models in prestack depth migration","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Prestack; Geology; Seismology; Geodesy","score_opus":0.023450873210985806,"score_gpt":0.23300554190198486,"score_spread":0.20955466869099906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040901455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834664,0.000038249793,0.0041954927,0.00018874224,0.000015302325,0.00004073362,0.000010058415,0.000032567008,0.012012449],"genre_scores_gemma":[0.9951349,0.000018198622,0.004535754,0.00019139024,0.0000035761743,1.2797284e-7,0.00006116086,5.0563017e-7,0.000054381384],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958074,0.00001597991,0.00012253952,0.000095456766,0.00010414504,0.00008114621],"domain_scores_gemma":[0.9998315,0.000015149245,0.000032744083,0.00008032021,0.000017898383,0.000022386235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008625574,0.00004340214,0.00010006288,0.00019448542,0.000019173702,0.000009175455,0.000074464355,0.00002529972,0.0002936714],"category_scores_gemma":[0.000006975876,0.00003307362,0.000040506413,0.0004547836,0.000029243844,0.00020942879,0.0000028321788,0.000039039212,0.0000036940985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011756342,0.0000052685855,0.47107008,0.0000038805556,0.000032801123,0.0000010990912,0.00043368727,0.5068402,0.000020821684,0.0003209792,0.00031274566,0.020946616],"study_design_scores_gemma":[0.00006051211,0.000013061223,0.35109138,0.000002214033,0.000018023055,2.4823717e-7,0.00007986456,0.64316875,0.0013568454,0.004157683,0.000017051736,0.000034336445],"about_ca_topic_score_codex":0.09242669,"about_ca_topic_score_gemma":0.012120612,"teacher_disagreement_score":0.13632852,"about_ca_system_score_codex":0.0000041451567,"about_ca_system_score_gemma":0.000019386407,"threshold_uncertainty_score":0.9136169},"labels":[],"label_agreement":null},{"id":"W2041570451","doi":"10.1190/1.2148261","title":"Estimating seismic attenuation (Q) by an analytical signal method","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; SIGNAL (programming language); Acoustics; Geology; Computer science; Seismology; Physics; Optics","score_opus":0.02369056331723026,"score_gpt":0.28845793977712564,"score_spread":0.2647673764598954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041570451","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0796759,0.000042706793,0.8941447,0.0030897758,0.00006648012,0.000070003145,0.000015467325,0.00031779098,0.022577154],"genre_scores_gemma":[0.6749396,0.00000102821,0.31851032,0.0054234606,0.00009618441,2.7258432e-7,0.000103452956,0.0000020243456,0.00092370284],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921256,0.000078817684,0.00015010945,0.00019848252,0.00017749217,0.00018253467],"domain_scores_gemma":[0.9996482,0.000079606136,0.000035812547,0.00010848238,0.000024433239,0.00010346077],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046344328,0.00008263576,0.00009048878,0.000056630037,0.00010997212,0.00005781869,0.00012714797,0.000043254935,0.005315612],"category_scores_gemma":[0.00002021804,0.00006643956,0.000029216033,0.000107509644,0.000032433512,0.0004133733,0.0000045030283,0.00009944695,0.00035230088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037265168,0.000012087541,0.009377503,0.0000019277318,0.0000041035087,7.359564e-7,0.000058515416,0.015077395,0.000090677415,0.000027096814,0.06667315,0.9086731],"study_design_scores_gemma":[0.00007333795,0.00005754992,0.0011155655,0.0000036634954,0.0000075065636,0.000007603177,0.000050183215,0.9754283,0.0026226598,0.00044065717,0.02008938,0.000103606646],"about_ca_topic_score_codex":0.0026689214,"about_ca_topic_score_gemma":0.000017530327,"teacher_disagreement_score":0.9603509,"about_ca_system_score_codex":0.000005098684,"about_ca_system_score_gemma":0.000017972634,"threshold_uncertainty_score":0.99559367},"labels":[],"label_agreement":null},{"id":"W2041819469","doi":"10.1190/1.1815775","title":"Some binning issues for 4C‐3D OBC survey design","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Survey research; Computer graphics (images); Psychology","score_opus":0.05263943964607851,"score_gpt":0.26060426628503985,"score_spread":0.20796482663896135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041819469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60706395,0.018056007,0.16273734,0.015263448,0.0031663224,0.004001935,0.0007872011,0.00653754,0.18238623],"genre_scores_gemma":[0.72280234,0.0011668033,0.18019436,0.0156167075,0.0005114752,0.0000065321155,0.000422538,0.000015726158,0.0792635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925447,0.0000843424,0.00012631051,0.00018575862,0.0001111193,0.00023801262],"domain_scores_gemma":[0.9995221,0.00024276189,0.000020753749,0.00012678275,0.000026027385,0.00006157809],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068669015,0.00009216782,0.0001132606,0.000055824432,0.00014621248,0.000060806407,0.00016258648,0.000044117533,0.009223429],"category_scores_gemma":[0.00004165227,0.000071048955,0.00003453239,0.000101581536,0.00004485268,0.00026317843,0.0000025112297,0.000053329582,0.0006104254],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069415924,0.000010350971,0.032186616,0.0000073541046,0.000010317857,0.00000200261,0.0000999571,0.0006267778,0.000022474605,0.00003252173,0.4828356,0.48409662],"study_design_scores_gemma":[0.0004378028,0.00042732042,0.049309544,0.000030040477,0.000012645687,0.000009089603,0.00008866786,0.30754784,0.013309748,0.0061752675,0.6221531,0.0004989355],"about_ca_topic_score_codex":0.016060147,"about_ca_topic_score_gemma":0.00004576224,"teacher_disagreement_score":0.4835977,"about_ca_system_score_codex":0.000001948133,"about_ca_system_score_gemma":0.00002198711,"threshold_uncertainty_score":0.9916823},"labels":[],"label_agreement":null},{"id":"W2041880377","doi":"10.1029/2002jb001950","title":"Linearized inverse scattering of teleseismic waves for anisotropic crust and mantle structure: 1. Theory","year":2003,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seismogram; Slowness; Geology; Scattering; Anisotropy; Crust; Amplitude; Azimuth; Seismic wave; Seismometer; Geophysics; Physics; Computational physics; Seismology; Optics","score_opus":0.026957979709651754,"score_gpt":0.2872627429592775,"score_spread":0.26030476324962576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041880377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99712026,0.0005996291,0.0012049442,0.0002523952,0.00010619717,0.00013911059,0.000020816153,0.000009037058,0.00054762705],"genre_scores_gemma":[0.9848044,0.00019183852,0.014471853,0.00014849872,0.00011849076,4.1805427e-7,0.000002228509,0.000005842489,0.00025641976],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985846,0.0002231485,0.0002926975,0.00014338951,0.00044272296,0.00031341636],"domain_scores_gemma":[0.99846286,0.00082694227,0.00014908057,0.00013282258,0.00027149386,0.00015682756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008846729,0.00010401608,0.00027277967,0.000042540978,0.0001464785,0.000055932425,0.0002268757,0.0000570447,0.0006358648],"category_scores_gemma":[0.00071101636,0.00007365939,0.000099185876,0.00019465663,0.00045040305,0.00022218519,0.000020171396,0.00034740666,0.0000063076777],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003550102,0.00036111058,0.100328825,0.000865949,0.00049955293,0.0001183207,0.0014980277,0.0007699526,0.08954846,0.0093904715,0.047096275,0.74597293],"study_design_scores_gemma":[0.0049027954,0.005911978,0.12565702,0.00046059774,0.00011901712,0.00021541034,0.0047886088,0.05558104,0.2500186,0.48808697,0.06355443,0.00070352305],"about_ca_topic_score_codex":0.0006765621,"about_ca_topic_score_gemma":0.0000177129,"teacher_disagreement_score":0.7452694,"about_ca_system_score_codex":0.000008530967,"about_ca_system_score_gemma":0.00013458038,"threshold_uncertainty_score":0.6962273},"labels":[],"label_agreement":null},{"id":"W2042114882","doi":"10.1190/1.1599699","title":"Multicomponent seismic characterization and monitoring of the CO2 flood at Weyburn Field, Saskatchewan","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Geology; Field (mathematics); Characterization (materials science); Environmental science; Petroleum engineering; Mining engineering; Seismology; Geography; Materials science; Archaeology","score_opus":0.014507381761176252,"score_gpt":0.21147432694018317,"score_spread":0.19696694517900692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042114882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709874,0.00014804077,0.00044536527,0.00087200897,0.0004905871,0.000089720874,0.0000050605777,0.000033400855,0.00081705087],"genre_scores_gemma":[0.99750406,0.00004085203,0.00017775255,0.00062819716,0.000050101677,5.369998e-7,0.000004295903,0.0000025544161,0.0015916652],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949396,0.00008404113,0.00010453188,0.00009727398,0.00009877695,0.0001213976],"domain_scores_gemma":[0.9996324,0.00010408334,0.000063777814,0.00016172352,0.000012958764,0.000025061598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021930158,0.00006749829,0.0000821508,0.0000227358,0.0001995819,0.000019262185,0.00013552552,0.000031857748,0.000055697077],"category_scores_gemma":[0.000033454606,0.000038707527,0.00002791257,0.00007438945,0.0000636944,0.000063741674,0.000015103967,0.000099286335,0.0000255792],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021744074,0.000014829036,0.87621385,0.00003767438,0.000020342974,0.0000011971455,0.0048967507,0.00012481851,0.047526803,0.00002490953,0.002115127,0.06900194],"study_design_scores_gemma":[0.00031531343,0.00006628158,0.2406934,0.00014170831,0.000036122987,0.000036494217,0.0010877389,0.01593678,0.6775462,0.00025835625,0.06368017,0.00020143915],"about_ca_topic_score_codex":0.00046772594,"about_ca_topic_score_gemma":0.000010239911,"teacher_disagreement_score":0.63552046,"about_ca_system_score_codex":0.000005271517,"about_ca_system_score_gemma":0.000012251324,"threshold_uncertainty_score":0.15784472},"labels":[],"label_agreement":null},{"id":"W2042141063","doi":"10.1190/1.2098670","title":"Seismic attributes — A historical perspective","year":2005,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":582,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Seismic to simulation; Geology; Seismology; Synthetic seismogram; Reflection (computer programming); Stratigraphy; Interpretation (philosophy); Workstation; Seismic inversion; Computer science","score_opus":0.01479572286915554,"score_gpt":0.2126010420613336,"score_spread":0.19780531919217806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042141063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8256799,0.0031610606,0.011002876,0.04313579,0.0013333115,0.0003576711,0.00011590232,0.001431387,0.11378211],"genre_scores_gemma":[0.9918484,0.000034048226,0.0020712786,0.0029248942,0.00043489767,5.78972e-7,0.00002140044,0.0000028409443,0.0026616638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993523,0.000021937374,0.000089106376,0.00017979006,0.00015081727,0.00020606273],"domain_scores_gemma":[0.99966145,0.000043616783,0.000034684574,0.00014008407,0.00005353263,0.00006661097],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007200266,0.000089978894,0.00010514065,0.00003961159,0.00010993651,0.000023231836,0.00014114556,0.000035244477,0.00045620566],"category_scores_gemma":[0.000019002007,0.00007904553,0.000061186176,0.00014779545,0.000036917743,0.00019161041,0.000008344107,0.0001277091,0.001244891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030432086,0.0000783003,0.033065077,0.00000856021,0.000028774833,0.000009005695,0.0011220352,0.001512305,0.00006801163,0.0014465558,0.5367272,0.42590374],"study_design_scores_gemma":[0.00021522146,0.00012606334,0.025646085,0.000009794499,0.000017408709,0.000014640323,0.00030476818,0.09546458,0.0013499043,0.017450249,0.85909253,0.000308729],"about_ca_topic_score_codex":0.007517158,"about_ca_topic_score_gemma":0.000019634499,"teacher_disagreement_score":0.42559502,"about_ca_system_score_codex":0.0000633733,"about_ca_system_score_gemma":0.000032390195,"threshold_uncertainty_score":0.99953276},"labels":[],"label_agreement":null},{"id":"W2042165927","doi":"10.1190/tle31111296.1","title":"Introduction to this special section: Passive seismic and microseimic—Part 1","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Special section; Lode; Section (typography); Geology; Hydraulic fracturing; Raising (metalworking); Reflection (computer programming); Fracture (geology); Mining engineering; Fluid pressure; Petroleum engineering; Engineering; Seismology; Geotechnical engineering; Computer science; Mechanical engineering; Geochemistry; Engineering physics","score_opus":0.014805949929388702,"score_gpt":0.2199188445245599,"score_spread":0.2051128945951712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042165927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8487182,0.00077230186,0.001128795,0.059084315,0.022765774,0.0004366594,0.000038402955,0.00042862512,0.06662693],"genre_scores_gemma":[0.9037212,0.000100254714,0.0007031383,0.010717219,0.06308505,0.000002526434,0.000036944475,0.000008101001,0.02162557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993763,0.00005371508,0.00009102488,0.00014526263,0.000093786686,0.00023992485],"domain_scores_gemma":[0.9996731,0.000051075964,0.00003460318,0.00014214884,0.000016579703,0.00008245498],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032655286,0.000085169275,0.000086026805,0.000058859318,0.00027299914,0.000053903266,0.000102443795,0.00003939794,0.0018663695],"category_scores_gemma":[0.00003364195,0.000059641614,0.000021771788,0.00013544601,0.00007902771,0.00021987586,0.000014460416,0.00015509695,0.001579348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001133952,0.0000034470397,0.003936,0.0000028992552,0.000004666848,2.717475e-7,0.0010542728,0.000016160586,0.00027237102,0.000025763222,0.93334,0.061332777],"study_design_scores_gemma":[0.000046162677,0.000035203735,0.0036487104,0.0000069937014,0.000009994958,0.000054813976,0.00016599725,0.00040256794,0.006000444,0.000092524744,0.9894426,0.00009399326],"about_ca_topic_score_codex":0.00041257427,"about_ca_topic_score_gemma":0.000010381455,"teacher_disagreement_score":0.061238784,"about_ca_system_score_codex":0.000010223412,"about_ca_system_score_gemma":0.000009083255,"threshold_uncertainty_score":0.999198},"labels":[],"label_agreement":null},{"id":"W2042649162","doi":"10.1190/1.1707057","title":"Analyzing three-component 3D vertical seismic profiling data","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baker Hughes (Canada); Encana (Canada); University of Calgary","funders":"","keywords":"Vertical seismic profile; Borehole; Geology; Seismic survey; Deconvolution; Seismology; Geophone; Geotechnical engineering; Algorithm","score_opus":0.02882898477479777,"score_gpt":0.23783860907082152,"score_spread":0.20900962429602377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042649162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9176485,0.00024042524,0.07798265,0.00082848244,0.00037304618,0.00014586844,0.00007952811,0.00030787772,0.0023936532],"genre_scores_gemma":[0.9764988,0.000020871243,0.021815533,0.00097063254,0.00018769733,4.3385444e-7,0.00048234663,0.0000047135777,0.000019018287],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990092,0.00001838717,0.00015304245,0.00032264218,0.00020261432,0.00029415],"domain_scores_gemma":[0.999292,0.000037322603,0.000028609778,0.0005317389,0.000024020332,0.0000863012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016933604,0.00011952443,0.00013554106,0.000044883673,0.00017598434,0.000057953897,0.00047145897,0.000040791747,0.00009189136],"category_scores_gemma":[0.00002066756,0.000103543505,0.000037284175,0.00018618799,0.0000852209,0.000351283,0.000060503207,0.00018270274,0.00056664395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114171795,0.00028891597,0.16909018,0.00012808057,0.0001616133,0.00010705782,0.0004014693,0.03685961,0.00237164,0.0031682153,0.007799884,0.7795091],"study_design_scores_gemma":[0.0007891126,0.00020743416,0.052793548,0.000117429816,0.00008108036,0.000030019368,0.00011895693,0.852392,0.014725991,0.066847645,0.011167948,0.00072880206],"about_ca_topic_score_codex":0.0051218118,"about_ca_topic_score_gemma":0.00002785829,"teacher_disagreement_score":0.81553245,"about_ca_system_score_codex":0.00000819562,"about_ca_system_score_gemma":0.0000670127,"threshold_uncertainty_score":0.77426815},"labels":[],"label_agreement":null},{"id":"W2042722972","doi":"10.1007/s11053-006-9009-2","title":"Prediction of Shale Plugs between Wells in Heavy Oil Sands using Seismic Attributes","year":2006,"lang":"en","type":"article","venue":"Natural Resources Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Petrophysics; Amplitude versus offset; Oil shale; Geology; Seismic inversion; Petroleum engineering; Seismic to simulation; Seismic attribute; Oil sands; Mineral resource classification; Steam-assisted gravity drainage; Asphalt; Mineralogy; Seismology; Amplitude; Geotechnical engineering; Geochemistry; Porosity; Azimuth; Paleontology","score_opus":0.06847382837576069,"score_gpt":0.30431067012579394,"score_spread":0.23583684175003325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042722972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922088,0.0024082628,0.00002288296,0.0004939858,0.00007710287,0.00008709179,0.00011862459,0.00005927623,0.004524021],"genre_scores_gemma":[0.9977864,0.00008657679,0.0003265956,0.00007616964,0.00022705126,7.2938536e-7,0.00013075146,0.0000051378847,0.0013605782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977383,0.0002721055,0.00032749752,0.00029035317,0.0008579174,0.00051383243],"domain_scores_gemma":[0.9990707,0.00046415193,0.00006532886,0.00018990978,0.00013847082,0.00007142688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014341929,0.000115741284,0.0002153127,0.0005981271,0.0002839692,0.000050889957,0.00034412617,0.00013703734,0.00022174606],"category_scores_gemma":[0.00012967462,0.00009572029,0.0000609122,0.0009194138,0.00028236944,0.00022195892,0.0000589331,0.0006797623,0.00002699288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000727896,0.000016915985,0.94725794,0.000052736785,0.0000066309367,0.000008486918,0.00024114593,0.0011269138,0.0005869615,0.000003403736,0.0076525314,0.04297353],"study_design_scores_gemma":[0.00052402925,0.00019013102,0.66069627,0.00022879333,0.00000775841,0.000010590227,0.00036908497,0.2489399,0.02104379,0.0008223838,0.0669793,0.00018797196],"about_ca_topic_score_codex":0.06590597,"about_ca_topic_score_gemma":0.000102697144,"teacher_disagreement_score":0.2865617,"about_ca_system_score_codex":0.000037705788,"about_ca_system_score_gemma":0.00005806202,"threshold_uncertainty_score":0.94031423},"labels":[],"label_agreement":null},{"id":"W2042769197","doi":"10.1007/s11001-007-9023-8","title":"Strategies for waveform processing in sparker data","year":2007,"lang":"en","type":"article","venue":"Marine Geophysical Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research & Development Corporation; Geological Survey of Canada","funders":"University of Aberdeen; St. Lawrence University","keywords":"Deconvolution; Geology; Seismology; Seismic vibrator; Waveform; Geodesy; Computer science; Algorithm","score_opus":0.12386203092137531,"score_gpt":0.38252579568486983,"score_spread":0.2586637647634945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042769197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6519124,0.00014650443,0.0066407276,0.002713296,0.00017055254,0.0008897044,0.00007508452,0.00020733467,0.3372444],"genre_scores_gemma":[0.9947012,0.000012269227,0.0032708333,0.00021026758,0.00019786623,0.0000021796936,0.00027167622,0.000004139052,0.0013295627],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99844843,0.000036498608,0.00016120597,0.00032297362,0.00043004227,0.000600852],"domain_scores_gemma":[0.9991421,0.0003134532,0.000019639105,0.00033425924,0.00009757696,0.000092986964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025583669,0.00007956648,0.00011607429,0.00018490311,0.00014885003,0.00013024677,0.0005589477,0.000044554166,0.0002993556],"category_scores_gemma":[0.00016012734,0.000062149455,0.000020715608,0.00045118926,0.00016270955,0.0004891755,0.00015787072,0.0003320472,0.000087054854],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013351145,0.00003759547,0.0263551,0.000049171453,0.00000174358,0.000013261086,0.00006862793,0.0000049019623,0.0000481201,0.00048522287,0.011582021,0.96122074],"study_design_scores_gemma":[0.00047215124,0.0002920509,0.41792136,0.000048167138,0.000003206312,0.000004323347,0.0016300093,0.3065863,0.0007239943,0.07934918,0.19272724,0.00024201056],"about_ca_topic_score_codex":0.024532765,"about_ca_topic_score_gemma":0.0017580608,"teacher_disagreement_score":0.9609787,"about_ca_system_score_codex":0.000010015139,"about_ca_system_score_gemma":0.00014383587,"threshold_uncertainty_score":0.981963},"labels":[],"label_agreement":null},{"id":"W2042870257","doi":"10.2118/137750-ms","title":"Unconventional Imaging for Unconventional Reservoirs","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil sands; Classification of discontinuities; Petroleum engineering; Asphalt; Geology; Noise (video); Steam injection; Reflection (computer programming); Fluid dynamics; Reservoir simulation; Computer science; Mechanics; Materials science","score_opus":0.017033792228539207,"score_gpt":0.23254667982234595,"score_spread":0.21551288759380674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042870257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89320266,0.00039578354,0.0022450115,0.023040855,0.0040707523,0.00035703578,0.0020497432,0.00014762685,0.074490555],"genre_scores_gemma":[0.98529005,0.000036430603,0.0017508334,0.0019973808,0.00052779604,0.000015878086,0.001126076,0.000010416953,0.009245166],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982196,0.00003716069,0.00036828115,0.00050504674,0.0004244671,0.00044540837],"domain_scores_gemma":[0.99857277,0.00017835168,0.0001479222,0.00017635117,0.00041478244,0.00050979696],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005451882,0.00022623288,0.00018088432,0.00045549116,0.0004476232,0.00034582763,0.00051499996,0.00010363962,0.012343522],"category_scores_gemma":[0.00018994758,0.0002265587,0.00018097568,0.00010495576,0.00034360838,0.00044433583,0.000029175708,0.0003493685,0.000106867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024417296,0.000067883186,0.68780524,0.00007269687,0.00022964209,0.0000466644,0.00018018101,0.00040824802,0.0004808575,0.14475434,0.085817285,0.079892814],"study_design_scores_gemma":[0.0007168079,0.000054006385,0.08525349,0.000051802268,0.000018105859,0.00010881957,0.00022710761,0.118686706,0.000059507023,0.03464636,0.7598551,0.0003221962],"about_ca_topic_score_codex":0.04304161,"about_ca_topic_score_gemma":0.05672734,"teacher_disagreement_score":0.6740378,"about_ca_system_score_codex":0.000035837078,"about_ca_system_score_gemma":0.00044305946,"threshold_uncertainty_score":0.9885593},"labels":[],"label_agreement":null},{"id":"W2042875255","doi":"10.1190/1.1815738","title":"The applications of amplitude versus offset in carbonate reservoir: Re‐examining the potential","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbonate; Amplitude; Geology; Offset (computer science); Amplitude versus offset; Reservoir modeling; Petroleum engineering; Computer science; Optics; Materials science; Physics","score_opus":0.02139960659683495,"score_gpt":0.23957923397521297,"score_spread":0.218179627378378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042875255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6674044,0.0009450494,0.00032519217,0.006680681,0.00021498441,0.0004534668,0.000035847228,0.00013794613,0.3238024],"genre_scores_gemma":[0.9975285,0.00027988126,0.00034473318,0.00035063832,0.000028799264,0.0000039643082,0.000017609847,0.0000014053979,0.0014444533],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999358,0.000065821165,0.00015639456,0.00011336223,0.0001590197,0.00014742435],"domain_scores_gemma":[0.99943006,0.00024711975,0.00003337386,0.0002529709,0.000017638771,0.000018856887],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004458974,0.000053137785,0.000060034814,0.00003105273,0.00018592838,0.000032191107,0.00033298985,0.00002632932,0.0012001608],"category_scores_gemma":[0.000015567644,0.000027896163,0.000024730016,0.00020298324,0.00014190508,0.000060251135,0.0000091231195,0.00010934618,0.000054030214],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003057356,0.00002391913,0.026221901,0.000007888552,0.000025474455,0.0000030762928,0.00045927987,0.004350208,0.000050495008,0.00082743424,0.031671606,0.936053],"study_design_scores_gemma":[0.0009331022,0.00021858102,0.122674145,0.000026520505,0.00002465671,0.000007642088,0.0035357585,0.17689034,0.0009860719,0.010158905,0.6842605,0.0002837777],"about_ca_topic_score_codex":0.012091845,"about_ca_topic_score_gemma":0.00086678716,"teacher_disagreement_score":0.9357692,"about_ca_system_score_codex":0.0000026355183,"about_ca_system_score_gemma":0.000021560541,"threshold_uncertainty_score":0.9997129},"labels":[],"label_agreement":null},{"id":"W2042889142","doi":"10.1190/1.3304825","title":"Passive seismic monitoring of carbon dioxide storage at Weyburn","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Apheresis Group; Geological Survey of Canada","funders":"","keywords":"Passive seismic; Carbon capture and storage (timeline); Environmental science; Scale (ratio); Geophone; Remote sensing; Synthetic aperture radar; Atmosphere (unit); Greenhouse gas; Computer science; Mining engineering; Geology; Meteorology; Seismology; Climate change; Geography","score_opus":0.01454348286472004,"score_gpt":0.22622350471890573,"score_spread":0.2116800218541857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042889142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870464,0.00017863639,0.00004466795,0.0007335497,0.0012451578,0.00007093521,0.0000069979274,0.00010435227,0.010569264],"genre_scores_gemma":[0.9965267,0.000028566981,0.00027402767,0.00021241649,0.00027080273,7.325965e-7,0.0000043213677,0.0000048093348,0.0026776276],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932295,0.000036764188,0.00013058214,0.00014049653,0.00016007875,0.00020914206],"domain_scores_gemma":[0.9994136,0.00014843568,0.000089256835,0.0002711777,0.00002558814,0.000051945717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027641148,0.00009627662,0.00012917453,0.000059828773,0.00013987436,0.000014984337,0.00029965534,0.000055463286,0.000102415026],"category_scores_gemma":[0.000050629973,0.0000651278,0.00004944784,0.000114774644,0.00014442974,0.00007494334,0.000023442304,0.0002887056,0.000119826305],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005912494,0.000021472328,0.73690987,0.000042939468,0.000048092734,0.000025962583,0.0033414033,0.0006526921,0.10429949,0.00008048898,0.02812561,0.12639286],"study_design_scores_gemma":[0.00032952015,0.00012640661,0.13568392,0.00009742409,0.00005206476,0.00006847074,0.00050570595,0.033314027,0.72832453,0.0015822586,0.09947982,0.0004358392],"about_ca_topic_score_codex":0.0021793055,"about_ca_topic_score_gemma":0.000032307787,"teacher_disagreement_score":0.62402505,"about_ca_system_score_codex":0.0000076107362,"about_ca_system_score_gemma":0.00001846314,"threshold_uncertainty_score":0.32944727},"labels":[],"label_agreement":null},{"id":"W2043260516","doi":"10.1190/geo2011-0500.1","title":"Bandwidth enhancement: Inverse Q filtering or time-varying Wiener deconvolution?","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Deconvolution; Wiener deconvolution; Wiener filter; Inverse; Blind deconvolution; Attenuation; Bandwidth (computing); Wavelet; Mathematics; Dispersion (optics); Inverse problem; Inverse filter; Amplitude; Algorithm; Computer science; Mathematical analysis; Physics; Optics; Telecommunications; Artificial intelligence","score_opus":0.01777122131433233,"score_gpt":0.22181058006677332,"score_spread":0.20403935875244097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043260516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499539,0.00031676856,0.0060130563,0.00023375402,0.0010986635,0.00019854022,0.000036960824,0.00035714457,0.041791227],"genre_scores_gemma":[0.9873948,0.000052160696,0.0052237944,0.002295888,0.0003089041,0.000001882316,0.000090494534,0.000005549313,0.0046265023],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991479,0.000030632444,0.00012978914,0.0001518904,0.00015655975,0.0003832081],"domain_scores_gemma":[0.9995825,0.000046387067,0.00005621613,0.00017794124,0.000021690716,0.000115208],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016176156,0.00011893521,0.00011577718,0.00004741439,0.0001763497,0.000033778175,0.000138496,0.00003785953,0.0047438145],"category_scores_gemma":[0.000015446,0.0000947204,0.000045513363,0.00016000068,0.000053612443,0.0006237188,0.000020630609,0.00009381732,0.0028066323],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022640842,0.00022372267,0.16994697,0.00013741879,0.00012772036,0.000020146555,0.0030081552,0.0005555277,0.010248636,0.0002535436,0.23235312,0.5828986],"study_design_scores_gemma":[0.0015577795,0.00053751684,0.06454186,0.00025368007,0.00013769246,0.00006715173,0.00041977272,0.22650832,0.120095044,0.004666447,0.57920265,0.0020120621],"about_ca_topic_score_codex":0.00082189374,"about_ca_topic_score_gemma":0.0000047663802,"teacher_disagreement_score":0.5808866,"about_ca_system_score_codex":0.000008245069,"about_ca_system_score_gemma":0.00002647457,"threshold_uncertainty_score":0.9979698},"labels":[],"label_agreement":null},{"id":"W2043520520","doi":"10.1190/1.2723201","title":"Curvature attribute applications to 3D surface seismic data","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Curvature; Geology; Surface (topology); Seismology; Computer science; Geometry; Mathematics","score_opus":0.053748295648064964,"score_gpt":0.29460615781497806,"score_spread":0.2408578621669131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043520520","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21036173,0.003408194,0.6415075,0.044311006,0.0018863424,0.0017607404,0.0010433664,0.0017797683,0.09394135],"genre_scores_gemma":[0.97618234,0.000035516416,0.0069227424,0.011153743,0.00031239804,7.4946547e-7,0.00034702025,0.000005855912,0.0050396617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916613,0.000030791412,0.00012352002,0.00024448085,0.00014785459,0.0002872468],"domain_scores_gemma":[0.9989222,0.00019779916,0.000039027607,0.0007240834,0.000026459089,0.00009040481],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010798821,0.000091835806,0.00009316026,0.000043294756,0.00026198835,0.000052490985,0.00091060303,0.000047042853,0.00013550633],"category_scores_gemma":[0.000036872854,0.000063291576,0.000019454557,0.00035364588,0.00006225771,0.00015012301,0.00005874164,0.00021192316,0.0022641022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012325665,0.0000085829715,0.020345883,0.000008567385,0.000012668718,0.0000031479121,0.00033529685,0.0007646834,0.00020576631,0.00006755232,0.75101554,0.22722],"study_design_scores_gemma":[0.000039733237,0.000015218056,0.0043202583,0.000011947339,0.000011081802,0.000011266263,0.000076886055,0.015483098,0.0011110088,0.0002069084,0.9786016,0.00011103062],"about_ca_topic_score_codex":0.0008746382,"about_ca_topic_score_gemma":0.00007567066,"teacher_disagreement_score":0.76582056,"about_ca_system_score_codex":0.000006592395,"about_ca_system_score_gemma":0.00002143501,"threshold_uncertainty_score":0.99851274},"labels":[],"label_agreement":null},{"id":"W2043610123","doi":"10.1190/1.3318268","title":"Exact elastic P/SV impedance","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Isotropy; Electrical impedance; Acoustic impedance; Mathematical analysis; Inversion (geology); Matrix (chemical analysis); Geometry; Physics; Mathematics; Optics; Geology; Materials science; Seismology","score_opus":0.0064493054096202195,"score_gpt":0.2006746377322433,"score_spread":0.1942253323226231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043610123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97180957,0.000035497214,0.0005529356,0.0002490661,0.0008833568,0.00005286971,0.000019353329,0.00019886465,0.026198504],"genre_scores_gemma":[0.9965517,0.000012412277,0.001439533,0.0010847333,0.00024475792,4.1219872e-7,0.00002522329,0.0000026267883,0.0006386255],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944764,0.000011188086,0.00007640457,0.0001456175,0.00012667925,0.0001924435],"domain_scores_gemma":[0.999624,0.00006119603,0.00003413847,0.0001927356,0.000023506696,0.00006439883],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000082038685,0.000079468206,0.00007688246,0.000025703363,0.00009760228,0.000034031586,0.00016503315,0.0000370503,0.0009925474],"category_scores_gemma":[0.000026061534,0.00006662535,0.00003841712,0.00011073342,0.00007082349,0.00015672222,0.000007383842,0.00021535673,0.0014164854],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015762347,0.000026814529,0.06905748,0.0000193024,0.000011843491,0.00001368411,0.00020227478,0.000056529865,0.0044678967,0.0010654922,0.039902434,0.8851605],"study_design_scores_gemma":[0.00043212756,0.00024296122,0.4176358,0.00003141044,0.000032775064,0.000044363627,0.00013153529,0.08386709,0.02051719,0.056946408,0.41931906,0.00079929555],"about_ca_topic_score_codex":0.0014892295,"about_ca_topic_score_gemma":0.000032467422,"teacher_disagreement_score":0.8843612,"about_ca_system_score_codex":8.595546e-7,"about_ca_system_score_gemma":0.00002617477,"threshold_uncertainty_score":0.99992067},"labels":[],"label_agreement":null},{"id":"W2043729745","doi":"10.1190/1.1839682","title":"Finite‐difference modelling with correction filters in variable velocity","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Variable (mathematics); Citation; Significant difference; Computer science; Finite difference; Library science; Algorithm; Geology; Mathematics; Statistics; Mathematical analysis","score_opus":0.016912392041982745,"score_gpt":0.1880390240495427,"score_spread":0.17112663200755995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043729745","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.171495,0.000022729328,0.79677415,0.00022252249,0.00019763019,0.00007418596,0.000004161489,0.00015006016,0.031059522],"genre_scores_gemma":[0.95001465,0.000019160043,0.048223533,0.0010153801,0.000012123814,5.8111317e-7,0.00002165171,0.0000014445937,0.0006914533],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950504,0.000013986633,0.00008216127,0.0001465332,0.000100985904,0.00015128082],"domain_scores_gemma":[0.99979824,0.000048344333,0.000021359581,0.00007954596,0.000015706217,0.000036782454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011255346,0.000066722314,0.00007136874,0.000072688264,0.00006072457,0.000027108857,0.00007795851,0.000031643118,0.00047061042],"category_scores_gemma":[0.000006133503,0.00004891404,0.000009752801,0.0002096296,0.000032333257,0.00013955239,0.000002935984,0.0001121012,0.000044203203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031104162,0.000013160072,0.02884273,0.00000446912,0.0000022134138,0.0000046541118,0.0001804872,0.95151806,0.000005704778,0.00014342992,0.00065810623,0.018595874],"study_design_scores_gemma":[0.00021771848,0.00009007958,0.0041494463,0.0000486373,0.0000020827204,0.000007705107,0.00013748591,0.989328,0.0012933544,0.00283654,0.0017760298,0.00011288967],"about_ca_topic_score_codex":0.043872386,"about_ca_topic_score_gemma":0.00032448987,"teacher_disagreement_score":0.7785197,"about_ca_system_score_codex":0.000008799349,"about_ca_system_score_gemma":0.000046179466,"threshold_uncertainty_score":0.96249455},"labels":[],"label_agreement":null},{"id":"W2043822047","doi":"10.1190/tle31121502.1","title":"Combined microseismic and 4D to calibrate and confirm surface 3D azimuthal AVO/LMR predictions of completions performance and well production in the Horn River gas shales of NEBC","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Microseism; Geology; French horn; Hydraulic fracturing; Natural gas; Azimuth; Unconventional oil; Volume (thermodynamics); Fracture (geology); Petroleum engineering; Seismology; Geochemistry; Petrology; Geotechnical engineering; Oil shale; Paleontology; Engineering; Geometry; Acoustics","score_opus":0.021094124025808257,"score_gpt":0.2225697825040438,"score_spread":0.20147565847823554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043822047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966669,0.0004324531,0.00010206789,0.0019337451,0.000118030955,0.00019794019,0.000028599943,0.000020246527,0.000500005],"genre_scores_gemma":[0.998863,0.00022541975,0.0003404121,0.00035449216,0.00003361243,9.327889e-7,0.000010082127,0.0000023663702,0.00016968945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994654,0.00008340007,0.00012725077,0.00010678878,0.00007620745,0.00014093508],"domain_scores_gemma":[0.9996497,0.00012338358,0.000053374457,0.00011806019,0.000019431698,0.00003605533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004868274,0.00007241512,0.000112951755,0.000054828368,0.00018708248,0.000020845146,0.000089704314,0.000026045296,0.000021138616],"category_scores_gemma":[0.000018051838,0.0000462191,0.000010610598,0.0001378375,0.00044199312,0.0001704971,0.000017078655,0.00010779263,0.0000061189853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006460969,0.00003661516,0.9672145,0.00010370474,0.000013399149,2.66399e-7,0.012047354,0.00082459825,0.0024227367,0.00012312869,0.011101381,0.006047657],"study_design_scores_gemma":[0.00036397626,0.0003006684,0.88950795,0.00014780698,0.00004583393,0.00006625841,0.0016875133,0.074627325,0.013324301,0.00026057847,0.019486215,0.0001815535],"about_ca_topic_score_codex":0.0015725499,"about_ca_topic_score_gemma":0.000031187952,"teacher_disagreement_score":0.07770658,"about_ca_system_score_codex":0.0000024025082,"about_ca_system_score_gemma":0.000010197842,"threshold_uncertainty_score":0.23772356},"labels":[],"label_agreement":null},{"id":"W2044066732","doi":"10.1088/1742-2132/10/4/045003","title":"Impedance joint inversion of borehole and surface seismic data","year":2013,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China; University of Calgary","keywords":"Inversion (geology); Seismic inversion; Geology; Borehole; Vertical seismic profile; Seismology; Seismic to simulation; Wave impedance; Electrical impedance; Geophysics; Geotechnical engineering; Engineering; Azimuth; Geometry","score_opus":0.013647943434049839,"score_gpt":0.18426397487043245,"score_spread":0.1706160314363826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044066732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974336,0.000910144,0.0011921995,0.000252873,0.00009783959,0.000024917812,0.000009186671,0.0000073718147,0.000071872826],"genre_scores_gemma":[0.994871,0.00063131814,0.0043427455,0.000089638204,0.00004581465,1.8208379e-8,0.000003927942,0.0000020511125,0.0000134516],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959505,0.00000615263,0.00015143397,0.00006625452,0.00009731213,0.000083810366],"domain_scores_gemma":[0.99967575,0.000030683,0.00009590107,0.00009850904,0.000038954964,0.000060211452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014947065,0.000058241076,0.0001295119,0.00003856805,0.000023366865,0.000024114366,0.00010267592,0.000019287625,0.000014330321],"category_scores_gemma":[0.0000146379925,0.000045979228,0.000017129061,0.000056317862,0.00002518247,0.00041981594,0.000027066068,0.00010129471,0.0000023387609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004216301,0.000056231467,0.08856151,0.0006697483,0.00017628484,0.000029240946,0.0013074363,0.04598844,0.07723881,0.00013411551,0.04264878,0.74314725],"study_design_scores_gemma":[0.00014402754,0.000092031565,0.04065922,0.00009025317,0.000011950379,0.000027876635,0.00009655055,0.9532859,0.0026991481,0.00054110267,0.0022705565,0.000081396516],"about_ca_topic_score_codex":0.000984837,"about_ca_topic_score_gemma":4.4160575e-7,"teacher_disagreement_score":0.90729743,"about_ca_system_score_codex":0.0000015592817,"about_ca_system_score_gemma":0.0000112467005,"threshold_uncertainty_score":0.18749785},"labels":[],"label_agreement":null},{"id":"W2044637578","doi":"10.1190/1.1815656","title":"The effects of near‐surface velocity contrast on three‐component seismic measurements","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Contrast (vision); Component (thermodynamics); Geology; Surface (topology); Seismic velocity; Seismology; Geometry; Optics; Physics; Mathematics","score_opus":0.014765379140206834,"score_gpt":0.20665549697246155,"score_spread":0.1918901178322547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044637578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675297,0.00031705774,0.00019780004,0.000811166,0.00022705684,0.00022020526,0.000005809344,0.00010136379,0.030589819],"genre_scores_gemma":[0.9967863,0.000094816736,0.00048992777,0.0017647541,0.000015246574,4.7475336e-7,0.0000063274883,0.000002355903,0.00083979394],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990739,0.000076434764,0.00015322426,0.00015169523,0.0003298343,0.00021488075],"domain_scores_gemma":[0.99939567,0.0002712615,0.000043256205,0.00020226519,0.000027203807,0.000060354298],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033510439,0.00010406877,0.000120971374,0.000009941721,0.00027160766,0.000043638473,0.00022861411,0.000034892986,0.0011159917],"category_scores_gemma":[0.000028470598,0.00006122847,0.000053227515,0.00008512854,0.00014300052,0.000065062006,0.000004276256,0.000104570805,0.00033935526],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001464175,0.00005036923,0.05428584,0.000027948021,0.00004703564,0.0000033921356,0.00010346067,0.0021868285,0.00041388275,0.000025546069,0.03729425,0.90541506],"study_design_scores_gemma":[0.0012666007,0.0009354723,0.37272608,0.00018121944,0.000042596355,0.000008832899,0.00005855659,0.37694392,0.10995205,0.0019074631,0.13552302,0.00045419048],"about_ca_topic_score_codex":0.006375667,"about_ca_topic_score_gemma":0.000064748674,"teacher_disagreement_score":0.9049608,"about_ca_system_score_codex":0.000005011549,"about_ca_system_score_gemma":0.000025229217,"threshold_uncertainty_score":0.9997971},"labels":[],"label_agreement":null},{"id":"W2044760503","doi":"10.1190/geo2014-0014.1","title":"Five ways to avoid storing source wavefield snapshots in 2D elastic prestack reverse time migration","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"University of Texas at Dallas","keywords":"Extrapolation; Computer science; Prestack; Seismic migration; Algorithm; Snapshot (computer storage); Bin; Node (physics); Sorting; Computational science; Real-time computing; Mathematics; Geology; Acoustics; Database; Physics; Seismology; Statistics","score_opus":0.008839313258544933,"score_gpt":0.18840023796503694,"score_spread":0.17956092470649201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044760503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97057086,0.00002310722,0.017513126,0.0007631966,0.00035579255,0.00019991574,0.0000147792325,0.00015197627,0.010407229],"genre_scores_gemma":[0.9913741,0.000012808279,0.0040418007,0.0023014785,0.00021513349,0.0000019565493,0.00007402747,0.000005509734,0.0019732043],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992194,0.00003913102,0.00013078046,0.00021562233,0.0001636264,0.00023144892],"domain_scores_gemma":[0.99954236,0.00012170182,0.0000429074,0.0001875683,0.000026121603,0.00007936943],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018034565,0.00010643457,0.0001238934,0.000073308816,0.000082532395,0.00003556655,0.00014724745,0.000048677863,0.00023563392],"category_scores_gemma":[0.000075347256,0.000100619596,0.00003426454,0.0001818693,0.000021690326,0.00018497086,0.000016335705,0.00014697183,0.0011476623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020563373,0.00013116527,0.061914366,0.00017958021,0.00003504656,0.000022149998,0.011276222,0.050258853,0.003650156,0.0006598255,0.45296437,0.41870263],"study_design_scores_gemma":[0.0006139061,0.0007052405,0.05563433,0.00031888348,0.0000349494,0.0000073711576,0.0005200747,0.62433624,0.006678279,0.013229192,0.29699102,0.00093050743],"about_ca_topic_score_codex":0.006166761,"about_ca_topic_score_gemma":0.00015081587,"teacher_disagreement_score":0.57407737,"about_ca_system_score_codex":0.000008306082,"about_ca_system_score_gemma":0.000016708906,"threshold_uncertainty_score":0.99963003},"labels":[],"label_agreement":null},{"id":"W2044959517","doi":"10.1139/t11-012","title":"A Bayesian approach for determining velocity and uncertainty estimates from seismic cone penetrometer testing or vertical seismic profiling data","year":2011,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Slowness; Geology; Bayesian probability; Penetrometer; Observational error; Geodesy; Data processing; Seismology; Algorithm; Statistics; Mathematics; Computer science; Soil science","score_opus":0.09014682393707174,"score_gpt":0.2540268685742811,"score_spread":0.16388004463720934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044959517","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30744234,0.0004275904,0.688613,0.0005908691,0.00030739166,0.0006356129,0.00092804834,0.0002595909,0.00079559116],"genre_scores_gemma":[0.7127235,0.000013421577,0.2853285,0.0016005237,0.00012100321,0.000002584988,0.00019069148,0.0000105625395,0.000009202936],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981093,0.0000718691,0.00041324634,0.00051748665,0.00019305367,0.0006950757],"domain_scores_gemma":[0.9981003,0.0004655852,0.00009685927,0.0003839639,0.000084815154,0.00086846884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078736484,0.00023194109,0.00032107122,0.00021190371,0.0005785052,0.0001960853,0.00073374854,0.00019279977,0.00030197325],"category_scores_gemma":[0.0010544531,0.00018298673,0.000051336512,0.00020252759,0.00027634334,0.00039529253,0.00006165877,0.0005952911,0.0000068328127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049080316,0.00008105651,0.12053099,0.00012480795,0.00022230641,0.0005330353,0.0005097897,0.011445286,0.00022274643,0.000026022257,0.011943555,0.8538696],"study_design_scores_gemma":[0.0003475569,0.00025068648,0.0068960343,0.000073785675,0.000061375984,0.000622415,0.0001685966,0.9876678,0.000228367,0.0021680817,0.0012295687,0.00028573346],"about_ca_topic_score_codex":0.09441406,"about_ca_topic_score_gemma":0.0013430552,"teacher_disagreement_score":0.9762225,"about_ca_system_score_codex":0.00004447631,"about_ca_system_score_gemma":0.00065860245,"threshold_uncertainty_score":0.9116163},"labels":[],"label_agreement":null},{"id":"W2045072289","doi":"10.1111/j.1365-2478.2007.00652.x","title":"Anisotropic reverse‐time migration for tilted TI media","year":2007,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transverse isotropy; Seismic migration; Anisotropy; Isotropy; Seismic anisotropy; Wave equation; Geology; Reflector (photography); Wave propagation; Phase velocity; Optics; Physics; Computational physics; Geophysics","score_opus":0.011300772190048545,"score_gpt":0.22108594001700335,"score_spread":0.2097851678269548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045072289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806777,0.00005496349,0.008637216,0.0009150873,0.000523586,0.00040095532,0.000025174146,0.00049310527,0.008272167],"genre_scores_gemma":[0.98879874,0.0000020389343,0.009062755,0.000691717,0.0005406943,0.0000011762407,0.00008368856,0.0000047828416,0.00081443804],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991374,0.000013494787,0.00016452216,0.00022537954,0.00016264059,0.00029656262],"domain_scores_gemma":[0.9994826,0.00020534362,0.00007094827,0.00011398971,0.000053825268,0.000073318006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030129825,0.00009814018,0.00012428722,0.000050970164,0.00020410855,0.000037980022,0.000106504616,0.0000488554,0.00023537896],"category_scores_gemma":[0.00015798162,0.000085325875,0.000065552354,0.00017595488,0.00004693539,0.00017344597,0.000007296744,0.000117653864,0.00034840644],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032047808,0.00013895672,0.16005537,0.00011260474,0.000046473513,0.000027070073,0.0022279224,0.00006290202,0.018094234,0.0018333477,0.07309015,0.7439905],"study_design_scores_gemma":[0.0016796386,0.0009581757,0.4821387,0.00011463043,0.000089127236,0.00002898365,0.0010252688,0.26296657,0.100565076,0.05861575,0.090615176,0.0012029178],"about_ca_topic_score_codex":0.0015420615,"about_ca_topic_score_gemma":0.00007222397,"teacher_disagreement_score":0.74278754,"about_ca_system_score_codex":0.0000096473095,"about_ca_system_score_gemma":0.000014681203,"threshold_uncertainty_score":0.4478176},"labels":[],"label_agreement":null},{"id":"W2045222233","doi":"10.1029/2001jb000326","title":"Multiparameter two‐dimensional inversion of scattered teleseismic body waves 2. Numerical examples","year":2001,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Seismogram; Geology; Inversion (geology); Scattering; Coda; Computation; Lithosphere; Seismic wave; Seismology; Wavelength; Synthetic data; Geophysics; Optics; Physics; Algorithm; Computer science; Tectonics","score_opus":0.0416336485490786,"score_gpt":0.3068459015978729,"score_spread":0.2652122530487943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045222233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972016,0.00043369285,0.00030269352,0.0009413807,0.00014890065,0.00011214729,0.000011247915,0.000020321075,0.00082799967],"genre_scores_gemma":[0.9910653,0.00013734186,0.007677459,0.00037413137,0.00026966978,4.8282453e-7,0.000008705813,0.000008025241,0.00045884098],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99674636,0.0004471756,0.0005481776,0.00024559422,0.0014733187,0.0005393558],"domain_scores_gemma":[0.9973563,0.0012401979,0.000264177,0.00023641175,0.0005658628,0.00033704698],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010374913,0.00015970801,0.00042499788,0.00007949769,0.00019527809,0.0000830266,0.00056486466,0.00007745993,0.0019313495],"category_scores_gemma":[0.00055703596,0.000120633216,0.00024397628,0.00055675604,0.0005186749,0.00044171917,0.000069706264,0.0007212777,0.00015686924],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021965685,0.0008380366,0.2590745,0.00008503431,0.0002412216,0.00061743736,0.00036352305,0.00368864,0.014739989,0.000077247794,0.13808265,0.57999516],"study_design_scores_gemma":[0.003292077,0.0049770228,0.38248745,0.00071645353,0.00007240019,0.0005530981,0.0008673316,0.4970614,0.028683744,0.024656393,0.05592135,0.0007112813],"about_ca_topic_score_codex":0.019515056,"about_ca_topic_score_gemma":0.0000341704,"teacher_disagreement_score":0.57928383,"about_ca_system_score_codex":0.000022356413,"about_ca_system_score_gemma":0.0001893911,"threshold_uncertainty_score":0.998981},"labels":[],"label_agreement":null},{"id":"W2045313227","doi":"10.2118/170127-ms","title":"Cold Heavy Oil Reservoir Characterization by Time-lapse Seismic Inversion, a Case Study","year":2014,"lang":"en","type":"article","venue":"SPE Heavy Oil Conference-Canada","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Geology; Seismic inversion; Petroleum engineering; Oil production; Oil sands; Reservoir modeling; Extraction (chemistry); Soil science; Environmental science; Geotechnical engineering; Seismology; Meteorology","score_opus":0.014606908944180966,"score_gpt":0.20213535244944852,"score_spread":0.18752844350526757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045313227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98321474,0.000048720354,0.00010794111,0.0054495153,0.00062957365,0.00013318352,0.00036497612,0.00015635433,0.00989499],"genre_scores_gemma":[0.97584116,0.0000704061,0.00010511946,0.009430866,0.00011431338,0.000005197792,0.00054125703,0.000012955029,0.013878696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973831,0.00035139537,0.00043771637,0.0005716195,0.0007044001,0.00055172626],"domain_scores_gemma":[0.99855757,0.00015851368,0.00018730728,0.00050904386,0.00020740098,0.00038015813],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045856222,0.0003267047,0.00038838576,0.00010414657,0.0004930021,0.00015969871,0.00043476856,0.000099740566,0.0023363885],"category_scores_gemma":[0.000100146164,0.0003049088,0.000042738455,0.00033899446,0.000100464094,0.00031811796,0.00004486842,0.0003323467,0.00015562246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015168314,0.000121353514,0.032122836,0.000100056524,0.000055094137,0.0007391332,0.00058507826,0.00009090094,0.0004159279,0.0000144847745,0.78966504,0.17593844],"study_design_scores_gemma":[0.0010591955,0.00044823354,0.0015133757,0.00010523479,0.00004775092,0.00022514282,0.0021791493,0.19965364,0.0030239362,0.000053868178,0.79088795,0.00080254645],"about_ca_topic_score_codex":0.9946384,"about_ca_topic_score_gemma":0.9621287,"teacher_disagreement_score":0.19956274,"about_ca_system_score_codex":0.00008548064,"about_ca_system_score_gemma":0.0017605863,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W2045713616","doi":"10.1190/1.1851197","title":"A non‐linear, three‐parameter AVO method that can be solved non‐iteratively","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Applied mathematics; Nonlinear system; Mathematics; Mathematical optimization; Physics","score_opus":0.037446469673332136,"score_gpt":0.26831232963618007,"score_spread":0.23086585996284792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045713616","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40765265,0.00014563768,0.506954,0.014109484,0.00067822536,0.0006713629,0.00012784358,0.0006846782,0.06897609],"genre_scores_gemma":[0.7511015,0.000014217037,0.23255774,0.014736766,0.00006346384,0.0000024458311,0.00006842352,0.0000061425326,0.0014492833],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987844,0.00003550484,0.00018521908,0.0003569223,0.00026736254,0.00037057645],"domain_scores_gemma":[0.99936527,0.000116953895,0.00006483808,0.00025603874,0.000045452278,0.00015147551],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035753785,0.00020171788,0.00022736004,0.00012475137,0.0001874126,0.000095789925,0.00027589634,0.00008959649,0.0026885422],"category_scores_gemma":[0.000023654513,0.00014583411,0.00010632116,0.00016400068,0.00009620829,0.0002766969,0.000019349289,0.00021473318,0.00027067916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034861363,0.00029167038,0.42044637,0.00012498305,0.00034040507,0.0002837947,0.009454359,0.008871107,0.0031427771,0.00073652423,0.17054111,0.3854183],"study_design_scores_gemma":[0.0025130112,0.000961505,0.055013344,0.00012825354,0.00008097778,0.00013294861,0.0011844978,0.5301039,0.3169738,0.018268712,0.07314458,0.0014944633],"about_ca_topic_score_codex":0.022138739,"about_ca_topic_score_gemma":0.0015712009,"teacher_disagreement_score":0.5212328,"about_ca_system_score_codex":0.000010311555,"about_ca_system_score_gemma":0.00008693015,"threshold_uncertainty_score":0.9982231},"labels":[],"label_agreement":null},{"id":"W2045825995","doi":"10.1190/1.3259613","title":"TTI wave-equation migration for Canadian Foothills depth imaging","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foothills; Geology; Wave equation; Geography; Mathematics; Mathematical analysis; Cartography","score_opus":0.03455893608521963,"score_gpt":0.24060694165159546,"score_spread":0.20604800556637584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045825995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37927088,0.0021732813,0.09870698,0.22174881,0.0035462899,0.0025593382,0.00017383521,0.0014111954,0.2904094],"genre_scores_gemma":[0.98821163,0.000015883097,0.0015116961,0.008955369,0.00017941807,0.0000011554594,0.00009264655,0.0000026296484,0.0010295807],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994193,0.00003177881,0.00010030155,0.00012651837,0.00008521122,0.00023692168],"domain_scores_gemma":[0.9996395,0.00009032416,0.00003966465,0.00012967072,0.000031352625,0.00006946595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039168887,0.00007468085,0.000068905814,0.00009727902,0.0003384508,0.00007966484,0.00012798965,0.000027561899,0.00008174973],"category_scores_gemma":[0.00006236518,0.00005361732,0.00003893854,0.000108159584,0.000030358824,0.00017855108,0.0000013021985,0.00007840304,0.00015474333],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009056398,0.000003097002,0.011613591,0.0000040604973,0.0000037382317,0.0000016705968,0.00085524586,0.00011387256,0.00021668577,0.0005281984,0.17861208,0.8080387],"study_design_scores_gemma":[0.00023002237,0.00011221979,0.057181172,0.00005097002,0.000026267859,0.0000242329,0.00024863155,0.48945713,0.0061617335,0.018051524,0.42816493,0.0002911863],"about_ca_topic_score_codex":0.05538997,"about_ca_topic_score_gemma":0.020246048,"teacher_disagreement_score":0.80774754,"about_ca_system_score_codex":0.000017554334,"about_ca_system_score_gemma":0.000054530847,"threshold_uncertainty_score":0.9976319},"labels":[],"label_agreement":null},{"id":"W2046138458","doi":"10.2118/68804-ms","title":"Advances in Petroleum Reservoir Monitoring Technologies","year":2001,"lang":"en","type":"article","venue":"SPE Western Regional Meeting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Petrophysics; Petroleum engineering; Geology; Enhanced oil recovery; Geophysical imaging; Petroleum; Oil field; Scale (ratio); Petroleum reservoir; Environmental science; Geotechnical engineering; Seismology; Porosity","score_opus":0.026385942771327716,"score_gpt":0.25779636183220145,"score_spread":0.23141041906087373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046138458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96240515,0.0060368534,0.00012218145,0.0047418196,0.00028772463,0.000079179175,0.0000020105167,0.0005328237,0.025792234],"genre_scores_gemma":[0.9929173,0.0042768675,0.0021440717,0.00018978424,0.00013057991,0.0000017961084,0.0000071116615,0.0000045304296,0.00032798783],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989345,0.000039624272,0.00019472527,0.00025772562,0.00025184778,0.0003215705],"domain_scores_gemma":[0.9995844,0.00011866913,0.00007675099,0.00016237836,0.000022432252,0.000035393918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028391925,0.00012107679,0.00013642616,0.0001998484,0.0001057123,0.000044227436,0.00030047217,0.000065397064,0.000035691348],"category_scores_gemma":[0.00007026305,0.00010510897,0.000037856353,0.00024219381,0.000096398915,0.00043598245,0.000026261887,0.00021065662,0.0000875454],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018466993,0.0000047306694,0.9028181,0.00000841366,0.0000011626378,0.000038067537,0.000042972355,0.0009635552,0.000024294497,0.000009046485,0.0001701508,0.09590106],"study_design_scores_gemma":[0.0006960624,0.00022301459,0.36274037,0.0014261663,0.000009159077,0.00025893436,0.0065959306,0.01610405,0.00456153,0.012620522,0.5939678,0.00079648715],"about_ca_topic_score_codex":0.0014678438,"about_ca_topic_score_gemma":0.00024406314,"teacher_disagreement_score":0.5937976,"about_ca_system_score_codex":0.00001141725,"about_ca_system_score_gemma":0.000016020924,"threshold_uncertainty_score":0.42862195},"labels":[],"label_agreement":null},{"id":"W2046344183","doi":"10.1190/1.1817304","title":"Interpreting seismic anisotropy and AVO for the characterization of natural fracture patterns in the Wind River Basin, Wyoming","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geology; Structural basin; Citation; Seismology; Natural (archaeology); Characterization (materials science); Fracture (geology); Anisotropy; Drainage basin; Library science; Geomorphology; Geotechnical engineering; Cartography; Paleontology; Geography; Computer science; Physics","score_opus":0.009843025044684053,"score_gpt":0.2001321612425496,"score_spread":0.19028913619786553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046344183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98305,0.00015878362,0.011194756,0.004990197,0.000107449036,0.00021007903,0.000025219857,0.00002074895,0.0002427665],"genre_scores_gemma":[0.9892984,0.00009722343,0.00031900944,0.010133813,0.00003482565,6.4258234e-7,0.000025189811,0.0000017531813,0.000089165114],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954057,0.000047390364,0.00011650521,0.00010278331,0.00008444135,0.000108299646],"domain_scores_gemma":[0.99951553,0.00030881312,0.000059945407,0.00008867946,0.000016192807,0.000010861588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021931213,0.00006596983,0.00007308017,0.0000386231,0.000098942495,0.00003846116,0.00014244401,0.000029650259,0.00030611537],"category_scores_gemma":[0.00003587856,0.00003309238,0.0000262305,0.00006276335,0.00005718255,0.00016604434,0.0000068126137,0.000109657885,0.000002760126],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053331587,0.000022057475,0.6464924,0.000055160992,0.000020713453,0.000003104412,0.013064162,0.00021613848,0.0010910312,0.000037958194,0.006365998,0.33257794],"study_design_scores_gemma":[0.00015642813,0.000048375852,0.21636452,0.000044439046,0.000009209308,0.000009600524,0.0009867485,0.7652689,0.0019225674,0.00012294512,0.0149860745,0.00008017192],"about_ca_topic_score_codex":0.0014792437,"about_ca_topic_score_gemma":0.000016087537,"teacher_disagreement_score":0.7650528,"about_ca_system_score_codex":0.0000017724697,"about_ca_system_score_gemma":0.000002575209,"threshold_uncertainty_score":0.3351749},"labels":[],"label_agreement":null},{"id":"W2046645648","doi":"10.2118/162786-ms","title":"Temporal Evolution of Stress States from Hydraulic Fracturing Source Mechanisms in the Marcellus Shale","year":2012,"lang":"en","type":"article","venue":"SPE Canadian Unconventional Resources Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Geology; Hydraulic fracturing; Cauchy stress tensor; Seismology; Slip (aerodynamics); Stress (linguistics); Azimuth; Microseism; Inversion (geology); Oil shale; Induced seismicity; Petrology; Permeability (electromagnetism); Geotechnical engineering; Geometry; Engineering","score_opus":0.01472915783331138,"score_gpt":0.1980350735876056,"score_spread":0.18330591575429422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046645648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983923,0.0008441124,0.0034081812,0.0009369143,0.00024850137,0.00017142057,0.00041891163,0.00002901308,0.010019953],"genre_scores_gemma":[0.9978947,0.00001627015,0.0006601424,0.00066830055,0.00009833396,0.0000019039156,0.00037559154,0.0000038843555,0.00028088433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870396,0.00014180476,0.00023474022,0.00018408985,0.00034899593,0.00038643452],"domain_scores_gemma":[0.999251,0.0001826933,0.00011376162,0.0001832678,0.000060114286,0.00020916517],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043855564,0.00012778783,0.00013860098,0.00021440774,0.00012492698,0.000053602696,0.00039452504,0.000071050286,0.003727819],"category_scores_gemma":[0.00006813478,0.000102233025,0.000059918602,0.00018114345,0.00012979758,0.00021551477,0.000012147174,0.00019808656,0.00008167312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027936549,0.000030949395,0.9748493,0.000023322069,0.000021825206,0.000013662209,0.0027766966,0.00050176,0.00003887006,0.0021795558,0.0023157473,0.0172204],"study_design_scores_gemma":[0.00039183217,0.00009736527,0.8204274,0.00026895697,0.000026296297,0.000014151812,0.009659959,0.031113861,0.0013082019,0.06284694,0.07342568,0.00041936868],"about_ca_topic_score_codex":0.79572576,"about_ca_topic_score_gemma":0.1841982,"teacher_disagreement_score":0.61152756,"about_ca_system_score_codex":0.0000452045,"about_ca_system_score_gemma":0.00018729924,"threshold_uncertainty_score":0.9971829},"labels":[],"label_agreement":null},{"id":"W2046828593","doi":"10.2118/136938-ms","title":"Azimuthal AVO in Coal Beds, Western Canadian Basin: A Promising Method for Characterizing Fractures in Unconventional Gas Reservoirs","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Azimuth; Geology; Amplitude versus offset; Anisotropy; Amplitude; Offset (computer science); Coal; Seismology; Petrology; Geometry; Optics","score_opus":0.01782328538393613,"score_gpt":0.2760312059695001,"score_spread":0.25820792058556397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046828593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98549175,0.000025314697,0.0009283723,0.008728422,0.0004255029,0.00035668138,0.00009189633,0.00005556224,0.003896504],"genre_scores_gemma":[0.9706789,0.000005116173,0.02357414,0.005107829,0.00010724351,0.0000055087794,0.0001811535,0.000005484808,0.00033457426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988737,0.00007508634,0.00023862864,0.00027063303,0.00014451175,0.00039744098],"domain_scores_gemma":[0.999438,0.0001883691,0.00005294075,0.00013195968,0.000029004177,0.0001597124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009997685,0.00012318586,0.00017066157,0.0003750542,0.00010741887,0.000090717826,0.00020520274,0.00011803058,0.0015931134],"category_scores_gemma":[0.00010264774,0.00010837989,0.000050994455,0.00014213736,0.000043437783,0.0003130824,0.000008469621,0.00034833126,0.000022501692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053002448,0.000014532723,0.9611468,0.000023612567,0.000004806888,0.000022796505,0.000331422,0.000054256423,0.00041842405,0.000053055282,0.004078008,0.033799324],"study_design_scores_gemma":[0.0006745401,0.00007814606,0.7427925,0.000084313375,0.0000046867176,0.00004079038,0.0003162799,0.072650716,0.006770979,0.003219446,0.1730468,0.00032078972],"about_ca_topic_score_codex":0.63845456,"about_ca_topic_score_gemma":0.6674647,"teacher_disagreement_score":0.21835425,"about_ca_system_score_codex":0.000015190008,"about_ca_system_score_gemma":0.00022935469,"threshold_uncertainty_score":0.99931955},"labels":[],"label_agreement":null},{"id":"W2046907657","doi":"10.1190/1.3554627","title":"High-resolution three-term AVO inversion by means of a Trivariate Cauchy probability distribution","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":285,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Cauchy distribution; Gaussian; Multivariate normal distribution; Mathematics; Inverse problem; Bayesian probability; Amplitude; Inverse transform sampling; Multivariate statistics; Geology; Mathematical analysis; Statistics; Physics; Surface wave; Optics; Seismology","score_opus":0.019685051563073753,"score_gpt":0.18671506871156135,"score_spread":0.1670300171484876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046907657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98303014,0.00005836621,0.014624961,0.00010084495,0.0002743766,0.00020022619,0.0005101406,0.00012716635,0.0010737727],"genre_scores_gemma":[0.99744624,0.000022233056,0.001575505,0.000120044104,0.000036268993,0.0000012217561,0.00075819995,0.0000026347584,0.000037655176],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99909663,0.000060862156,0.00020061289,0.00022088183,0.00021082346,0.00021021428],"domain_scores_gemma":[0.9994543,0.000029606106,0.00013486359,0.00024481432,0.00007160498,0.00006476514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021756595,0.00011739774,0.00016672994,0.000025444831,0.000109289416,0.000010776702,0.00018205374,0.000070959555,0.0003178283],"category_scores_gemma":[0.00002458276,0.000101564576,0.0000703309,0.00018753827,0.00014014357,0.00025978687,0.000019414301,0.00011434975,0.00007658223],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008921996,0.0010502202,0.41363552,0.00037310994,0.00014768455,0.000011252377,0.00251181,0.00031889358,0.0040043844,0.007606835,0.13091661,0.43853146],"study_design_scores_gemma":[0.0011896834,0.001128168,0.6323102,0.000111416506,0.00013639887,0.0000046069176,0.00011165746,0.076026715,0.07384688,0.20916562,0.005243649,0.00072502036],"about_ca_topic_score_codex":0.026620723,"about_ca_topic_score_gemma":0.0000694115,"teacher_disagreement_score":0.43780643,"about_ca_system_score_codex":0.000012974978,"about_ca_system_score_gemma":0.000032679432,"threshold_uncertainty_score":0.9798611},"labels":[],"label_agreement":null},{"id":"W2047182819","doi":"10.2118/167676-ms","title":"A New Geomechanical Model Explaining Source Mechanisms of Events Induced by Hydraulic Fracturing in Shale","year":2014,"lang":"en","type":"article","venue":"SPE/EAGE European Unconventional Resources Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Geology; Hydraulic fracturing; Slippage; Shearing (physics); Induced seismicity; Slip (aerodynamics); Bed; Shear (geology); Geotechnical engineering; Seismology; Petrology; Engineering","score_opus":0.020720171642431777,"score_gpt":0.21398646082479236,"score_spread":0.19326628918236058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047182819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7719863,0.000049319526,0.21612905,0.00024598953,0.00005663837,0.000103392005,0.000016418056,0.000065937435,0.011346941],"genre_scores_gemma":[0.996415,0.00003329253,0.0021198795,0.0006737485,0.000058832517,7.588038e-7,0.00013576174,0.000009556334,0.0005531769],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99846184,0.0002198531,0.00036931818,0.00036237188,0.0003358118,0.00025077682],"domain_scores_gemma":[0.9994113,0.00008312926,0.00017889649,0.00014337899,0.000036072142,0.00014723343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077333907,0.00017010639,0.00021065329,0.00017532961,0.00010726565,0.000052347452,0.00019453773,0.000065774744,0.0005662962],"category_scores_gemma":[0.00006940156,0.00016385842,0.00006775407,0.00011991023,0.000044453234,0.0002696382,0.000045414672,0.00023152471,0.000052709835],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005028231,0.00024957914,0.01900792,0.00024822753,0.00007393326,0.000036527843,0.0044268495,0.004800117,0.054527663,0.008160561,0.0050394945,0.9029263],"study_design_scores_gemma":[0.0025958635,0.0008004038,0.019648865,0.0011801509,0.000042506366,0.000044746896,0.0013974799,0.8121354,0.030539867,0.12467495,0.006039701,0.0009000639],"about_ca_topic_score_codex":0.0010952194,"about_ca_topic_score_gemma":0.00003145483,"teacher_disagreement_score":0.90202624,"about_ca_system_score_codex":0.0000075850558,"about_ca_system_score_gemma":0.000029103096,"threshold_uncertainty_score":0.66819525},"labels":[],"label_agreement":null},{"id":"W2047356343","doi":"10.1190/tle32111354.1","title":"Introduction to this special section: Offshore and onshore broadband seismology","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Broadband; Petrophysics; Attenuation; Geology; Submarine pipeline; Seismology; Economic geology; Inversion (geology); Remote sensing; Telecommunications; Computer science; Optics; Physics; Tectonics; Telmatology; Oceanography","score_opus":0.012699885947844932,"score_gpt":0.21505397828194578,"score_spread":0.20235409233410084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047356343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8220152,0.00026841593,0.0005276346,0.09766787,0.0059945825,0.00043683808,0.000009794043,0.0002810949,0.072798535],"genre_scores_gemma":[0.93732023,0.00006168909,0.00085551455,0.010390185,0.022351146,0.000004820683,0.00003513474,0.0000070927404,0.02897416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993966,0.000058912392,0.00009190734,0.0001883553,0.000086663225,0.0001775586],"domain_scores_gemma":[0.9996771,0.000057674188,0.000025582473,0.00015161562,0.000025748433,0.00006222795],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022458444,0.0000814364,0.00009595023,0.00007062333,0.00023077795,0.000070801856,0.00011955692,0.00005001184,0.006024131],"category_scores_gemma":[0.000037645914,0.000054629556,0.000018076325,0.00013578647,0.00010991264,0.00014873238,0.0000144220685,0.00016671073,0.0017785737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075118123,0.0000019628183,0.006514228,0.000002655249,0.000003974197,6.039215e-7,0.0005490943,0.000013791955,0.00007691389,0.000045808545,0.88523537,0.10754808],"study_design_scores_gemma":[0.000057387093,0.00009271163,0.020999957,0.0000059536887,0.000007644011,0.00008187643,0.00019396747,0.0012371936,0.0010639023,0.00096176314,0.9751989,0.00009872288],"about_ca_topic_score_codex":0.0019841124,"about_ca_topic_score_gemma":0.00004519691,"teacher_disagreement_score":0.11530502,"about_ca_system_score_codex":0.0000062893346,"about_ca_system_score_gemma":0.000010043362,"threshold_uncertainty_score":0.99899864},"labels":[],"label_agreement":null},{"id":"W2047470477","doi":"10.1016/j.gexplo.2006.02.002","title":"Numerical investigation of the influence of volcanic facies architecture on hydrothermal fluid migration: Example of the Mount Read Volcanics, western Tasmania, Australia","year":2006,"lang":"en","type":"article","venue":"Journal of Geochemical Exploration","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Volcano; Hydrothermal circulation; Breccia; Facies; Pumice; Volcanic rock; Petrology; Dike; Fluid dynamics; Geochemistry; Fault (geology); Geomorphology; Seismology; Structural basin; Mechanics","score_opus":0.020576432995032597,"score_gpt":0.215262501420538,"score_spread":0.1946860684255054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047470477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976564,0.000047438152,0.00039311024,0.001640444,0.000093474686,0.0001041295,0.000022445007,0.0000060321045,0.00003650466],"genre_scores_gemma":[0.9993408,0.000012055278,0.0003083742,0.00020218495,0.00007536944,5.42002e-7,0.000014829688,0.0000026027842,0.00004327553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99864864,0.00011715365,0.00055675,0.00009562652,0.0004823742,0.00009942912],"domain_scores_gemma":[0.9987786,0.00008528049,0.00072407303,0.00018961668,0.00019007918,0.000032342086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026481258,0.00009960964,0.00018605677,0.00005886257,0.00005105213,0.000013072308,0.00029396135,0.0000710412,0.00005597072],"category_scores_gemma":[0.000092779585,0.00005723421,0.00011217904,0.00023008078,0.00022225153,0.00026302287,0.000011676097,0.0002159706,0.0000019276126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022912785,0.0000851861,0.30750248,0.000114038594,0.000036094447,0.0000012003296,0.0019397504,0.13597254,0.54621184,0.00032917198,0.005427374,0.0021511863],"study_design_scores_gemma":[0.00020535271,0.0002523608,0.17215402,0.00022779609,0.00002843448,0.000018198267,0.00009246143,0.0038177513,0.815182,0.0064484305,0.0014829929,0.00009023442],"about_ca_topic_score_codex":0.0061762487,"about_ca_topic_score_gemma":0.00018094924,"teacher_disagreement_score":0.26897013,"about_ca_system_score_codex":0.000016735705,"about_ca_system_score_gemma":0.00007139494,"threshold_uncertainty_score":0.93366814},"labels":[],"label_agreement":null},{"id":"W2048537769","doi":"10.2118/97905-pa","title":"Geomechanical Effects on the SAGD Process","year":2007,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Steam injection; Petroleum engineering; Oil sands; Permeability (electromagnetism); Porosity; Geology; Steam-assisted gravity drainage; Borehole; Core (optical fiber); Shear (geology); Petroleum reservoir; Asphalt; Geotechnical engineering; Petrology; Engineering; Materials science","score_opus":0.02454104630753793,"score_gpt":0.26948269709219913,"score_spread":0.2449416507846612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048537769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735368,0.00035606624,0.013087399,0.002676315,0.00052719476,0.0005626848,0.000003414845,0.00031586748,0.0089342445],"genre_scores_gemma":[0.9984068,0.00001599517,0.00064909423,0.00065401004,0.00018213491,0.000004312818,0.000018558872,0.000005473234,0.00006361225],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987342,0.000050704686,0.00015121313,0.00017698276,0.000620959,0.0002659435],"domain_scores_gemma":[0.9991226,0.0004838425,0.000037277372,0.00020828978,0.00007547806,0.00007250667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002763097,0.000108644934,0.000087871726,0.0001106951,0.00010617677,0.000041543673,0.00021975767,0.000052821524,0.00078395096],"category_scores_gemma":[0.0006321772,0.0000737442,0.000041158233,0.0002819737,0.000014171015,0.00011955685,0.000008103989,0.00020244729,0.00022210921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014626661,0.000050148512,0.0103284875,0.00021231372,0.00008132337,0.000032794218,0.00074659387,0.3710999,0.0026873506,0.0026652848,0.016356148,0.5955934],"study_design_scores_gemma":[0.00021681354,0.00012572033,0.01569393,0.00010756518,0.000017690496,0.0000067569836,0.00008711542,0.9200275,0.051210426,0.0023320653,0.009989443,0.00018500548],"about_ca_topic_score_codex":0.00012616694,"about_ca_topic_score_gemma":0.000010562005,"teacher_disagreement_score":0.5954084,"about_ca_system_score_codex":0.00001824009,"about_ca_system_score_gemma":0.000033173324,"threshold_uncertainty_score":0.8583713},"labels":[],"label_agreement":null},{"id":"W2048663474","doi":"10.1029/2010jb007997","title":"Numerical analysis of wave-induced fluid flow effects on seismic data: Application to monitoring of CO<sub>2</sub>storage at the Sleipner field","year":2011,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Consejo Nacional de Investigaciones Científicas y Técnicas; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Geology; Seismology; Petroleum engineering; Flow (mathematics); Field (mathematics); Fluid dynamics; Geophysics; Petrology; Mechanics; Physics","score_opus":0.04992356836217105,"score_gpt":0.3098691146824051,"score_spread":0.25994554632023403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048663474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683267,0.00012446547,0.0018998861,0.00037716882,0.00011049027,0.00017043791,0.000019334597,0.000010063162,0.00045550088],"genre_scores_gemma":[0.99841064,0.00006820288,0.0010918463,0.00016711066,0.000210591,0.0000018472197,0.000011358205,0.0000055779847,0.000032828084],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976235,0.0003175938,0.0004023749,0.00024434397,0.0010981417,0.00031406156],"domain_scores_gemma":[0.9970872,0.0015893376,0.00022595726,0.0006028361,0.00029120792,0.00020347584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012076406,0.00012563013,0.00040332615,0.00008965439,0.00014675848,0.000023869237,0.0007576402,0.00006960142,0.00010621936],"category_scores_gemma":[0.0005545272,0.000078764824,0.00018498425,0.0010343152,0.00010732584,0.00020035483,0.00008238678,0.0004769475,0.000054975142],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001349259,0.00024774854,0.04489553,0.000074211974,0.00064918835,0.0000440486,0.0006525253,0.0032044172,0.112355776,0.000013028755,0.019440126,0.8170741],"study_design_scores_gemma":[0.00017341864,0.0016090735,0.12793697,0.0000829773,0.00011734028,0.0000034369114,0.00014365088,0.16076006,0.70814496,0.00021981832,0.00070668897,0.00010158867],"about_ca_topic_score_codex":0.0039483937,"about_ca_topic_score_gemma":0.00002131426,"teacher_disagreement_score":0.81697255,"about_ca_system_score_codex":0.000025692409,"about_ca_system_score_gemma":0.00008069167,"threshold_uncertainty_score":0.5968816},"labels":[],"label_agreement":null},{"id":"W2048821489","doi":"10.3997/2214-4609.20141294","title":"Integrated Interpretation of Microseismic with Surface Seismic Attributes from Hoadley, Western Canada","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Geology; Shale gas; Coherence (philosophical gambling strategy); Seismology; Interpretation (philosophy); Event (particle physics); Unconventional oil; Curvature; Oil shale; Computer science; Paleontology","score_opus":0.006417284764546403,"score_gpt":0.17558640750671228,"score_spread":0.1691691227421659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048821489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99414605,0.000102879305,0.0030648662,0.0007298345,0.00010159406,0.000094681,0.000096548,0.00009451054,0.0015690095],"genre_scores_gemma":[0.99574625,0.000012634608,0.002255549,0.0016258914,0.000025762092,5.1321933e-7,0.000132817,0.0000057504312,0.00019479764],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991403,0.000014162194,0.00019724833,0.00023574992,0.00021373143,0.0001987903],"domain_scores_gemma":[0.99946284,0.00007662004,0.00015033723,0.0000758202,0.00016284539,0.00007151718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016787187,0.00014297756,0.00020296514,0.000046280806,0.000061101186,0.000049674032,0.0002261189,0.0000455954,0.000108396925],"category_scores_gemma":[0.000042663018,0.00010843858,0.000022868178,0.00018914817,0.000082438695,0.00023732446,0.000010681144,0.00013671379,0.00001601548],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012006995,0.000010213571,0.9326093,0.00004978007,0.000030637457,0.0000011695206,0.0005868894,0.0005002365,0.0023776563,0.000006865651,0.022124127,0.04158304],"study_design_scores_gemma":[0.0005925639,0.00037300523,0.08650345,0.0004143088,0.00005354591,0.00001942725,0.0011112337,0.7021375,0.13911577,0.00065648835,0.06852296,0.00049977057],"about_ca_topic_score_codex":0.8007713,"about_ca_topic_score_gemma":0.04342357,"teacher_disagreement_score":0.8461059,"about_ca_system_score_codex":0.000016537319,"about_ca_system_score_gemma":0.00011630704,"threshold_uncertainty_score":0.97403145},"labels":[],"label_agreement":null},{"id":"W2048946274","doi":"10.1139/e08-067","title":"A hybrid method applied to a 2.5D scalar wave equation","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Finite difference; Scalar (mathematics); Computation; Wave equation; Seismogram; Cartesian coordinate system; Finite difference method; Seismic wave; Computational complexity theory; Acoustic wave equation; Computer science; Amplitude; Applied mathematics; Algorithm; Mathematics; Mathematical analysis; Geology; Acoustic wave; Geometry; Geophysics; Acoustics; Physics; Seismology","score_opus":0.05408956540121077,"score_gpt":0.23512457975051204,"score_spread":0.18103501434930128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048946274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268175,0.00041043566,0.033673167,0.003489972,0.00084470544,0.00018494522,0.000030181523,0.000028835779,0.034520295],"genre_scores_gemma":[0.9365696,0.000014530493,0.059729967,0.003401001,0.000112902,1.9436062e-7,0.0000019176225,0.0000016913327,0.00016822715],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988466,0.000059543865,0.00024778693,0.00015785405,0.00034260983,0.0003455953],"domain_scores_gemma":[0.99891555,0.00008805907,0.00012542296,0.000087783956,0.00009867699,0.000684506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001218889,0.000088609006,0.00015712788,0.00054141367,0.00051802036,0.00008782608,0.00031902475,0.000025274365,0.0011352943],"category_scores_gemma":[0.0001514139,0.000069299684,0.00005807397,0.00044187673,0.00026174716,0.000302042,0.0000036150889,0.00013448433,0.00012843336],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071284536,0.000022575383,0.38965312,0.000020111302,0.000051329636,0.0011886432,0.0052120164,0.017862363,0.0007556654,0.001453672,0.08979974,0.49390948],"study_design_scores_gemma":[0.0007776582,0.0018760675,0.4817501,0.0001847295,0.000042505042,0.005474768,0.0015735833,0.08801567,0.028464813,0.011570422,0.37929025,0.0009794501],"about_ca_topic_score_codex":0.0198738,"about_ca_topic_score_gemma":0.0050884546,"teacher_disagreement_score":0.49293002,"about_ca_system_score_codex":0.0000029567811,"about_ca_system_score_gemma":0.0011211665,"threshold_uncertainty_score":0.9997778},"labels":[],"label_agreement":null},{"id":"W2049174966","doi":"10.1190/1.3255332","title":"Seismic waveform inversion with Gauss‐Newton‐Krylov method","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Waveform; Newton's method; Computer science; Geology; Gauss; Seismology; Physics; Nonlinear system; Telecommunications","score_opus":0.010943793079637857,"score_gpt":0.22645791187951475,"score_spread":0.2155141187998769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049174966","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32886574,0.00020823006,0.12031866,0.025317255,0.00034301623,0.00045302784,0.000023443812,0.0014796634,0.52299094],"genre_scores_gemma":[0.92455363,0.00004947826,0.052124582,0.017012294,0.000057067024,2.5434835e-7,0.00005411924,0.000003229024,0.006145334],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990093,0.0000411689,0.00013676623,0.0002650147,0.00025255664,0.00029521066],"domain_scores_gemma":[0.9995163,0.000044119763,0.000049502716,0.00022001743,0.000036217494,0.00013385424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024368649,0.00014802416,0.00014728807,0.0001241428,0.00014807215,0.00004894762,0.00020266889,0.000064075,0.0023873304],"category_scores_gemma":[0.000009449239,0.000093575036,0.000046032754,0.00024504386,0.00004628285,0.00033147866,0.0000059948743,0.00015246234,0.00043298415],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001096337,0.000031939166,0.037938494,0.000007760078,0.000014743892,0.00002305195,0.00019420347,0.0006984428,0.000112638736,0.00022021931,0.21922502,0.74142385],"study_design_scores_gemma":[0.0008181927,0.0014439517,0.07306203,0.000055905984,0.000035235844,0.00015714036,0.0005192544,0.6045152,0.016674919,0.0068979305,0.29518226,0.00063801225],"about_ca_topic_score_codex":0.0040206574,"about_ca_topic_score_gemma":0.000030633302,"teacher_disagreement_score":0.74078584,"about_ca_system_score_codex":0.000007241531,"about_ca_system_score_gemma":0.000036679965,"threshold_uncertainty_score":0.9985246},"labels":[],"label_agreement":null},{"id":"W2049434404","doi":"10.1190/1.2370264","title":"Velocity dispersion in Vibroseis VSP data","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Seismic vibrator; Geology; Dispersion (optics); Attenuation; Seismology; Velocity dispersion; Borehole; Acoustics; Mineralogy; Geotechnical engineering; Optics; Physics","score_opus":0.02105413604349737,"score_gpt":0.2235703987516037,"score_spread":0.20251626270810633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049434404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74783844,0.0005466496,0.004535884,0.004192753,0.0003556024,0.00018257079,0.00015945801,0.00043732085,0.2417513],"genre_scores_gemma":[0.99240685,0.000029191395,0.004474868,0.0012026458,0.000046379846,9.962761e-8,0.0004820894,0.0000012524894,0.0013566321],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994005,0.000023436276,0.00010600327,0.0002016267,0.000116932446,0.00015151087],"domain_scores_gemma":[0.999635,0.000033178538,0.000017966524,0.00028017006,0.0000068067566,0.000026876249],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020013684,0.00005847964,0.00006744012,0.0000626474,0.00005075258,0.000028943963,0.00030421859,0.000031765412,0.0019731794],"category_scores_gemma":[0.000012280025,0.000045049288,0.000012505825,0.00014655167,0.000040826064,0.00029836388,0.000027241922,0.00007093519,0.00027034848],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010647294,0.00001921564,0.5328384,0.000004903982,0.0000010508129,0.000009050683,0.000016713002,0.00009856807,0.000037527385,0.00009215609,0.30013582,0.16673593],"study_design_scores_gemma":[0.0001806589,0.000026037953,0.35097635,0.000013046203,0.0000023222592,0.0000054944153,0.000076049255,0.41885868,0.0012540737,0.0018616329,0.22658756,0.00015808895],"about_ca_topic_score_codex":0.08843757,"about_ca_topic_score_gemma":0.0013458774,"teacher_disagreement_score":0.4187601,"about_ca_system_score_codex":0.0000029251237,"about_ca_system_score_gemma":0.000014456204,"threshold_uncertainty_score":0.99893916},"labels":[],"label_agreement":null},{"id":"W2049602132","doi":"10.1190/1.2750716","title":"Compressed wavefield extrapolation","year":2007,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Extrapolation; Compressed sensing; Curvelet; Inverse problem; Operator (biology); Algorithm; Basis (linear algebra); Helmholtz equation; SIGNAL (programming language); Computer science; Mathematics; Mathematical analysis; Wavelet; Boundary value problem; Artificial intelligence; Geometry; Wavelet transform","score_opus":0.012515829058879555,"score_gpt":0.2136459557407613,"score_spread":0.20113012668188177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049602132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78620505,0.00014883488,0.049809124,0.00047660142,0.00062087795,0.0001215411,0.000014763096,0.00036220675,0.16224103],"genre_scores_gemma":[0.9960736,0.0000074868944,0.0018960236,0.0015086909,0.00012629914,7.1347e-8,0.000043538053,0.0000013899077,0.00034289432],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99955416,0.000008505344,0.00008187223,0.00009283193,0.000111206486,0.00015141998],"domain_scores_gemma":[0.9997455,0.00006166838,0.000028649138,0.00010331817,0.000019564843,0.000041283234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001390432,0.000052375683,0.000052937172,0.00003170353,0.00007580894,0.000017925768,0.000081275924,0.000030136147,0.00041662453],"category_scores_gemma":[0.0000060668926,0.000046498397,0.00002730218,0.000100411504,0.000028570377,0.00011749955,0.0000034259588,0.00007574565,0.00025814676],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025598669,0.000016616394,0.05604487,0.0000089572,0.0000072213516,0.000008316606,0.00023157705,0.00007904027,0.0007927881,0.0008414714,0.018288009,0.9236555],"study_design_scores_gemma":[0.0003580426,0.00014968854,0.6871631,0.00002459098,0.00001556682,0.000009439626,0.00028042533,0.05842708,0.034416847,0.031761415,0.18697749,0.00041629464],"about_ca_topic_score_codex":0.0017259143,"about_ca_topic_score_gemma":0.00002005286,"teacher_disagreement_score":0.92323923,"about_ca_system_score_codex":0.000001310641,"about_ca_system_score_gemma":0.0000073244723,"threshold_uncertainty_score":0.45617467},"labels":[],"label_agreement":null},{"id":"W2049636091","doi":"10.1190/1.1845327","title":"Adaptive tapering in the wavefield extrapolation","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tapering; Extrapolation; Computer science; Mathematics; Mathematical analysis; Computer graphics (images)","score_opus":0.021430226043406244,"score_gpt":0.21085514605021047,"score_spread":0.18942492000680422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049636091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5458698,0.00021847825,0.01834926,0.007610438,0.00017267272,0.0001954017,0.0000029026155,0.00016177376,0.42741922],"genre_scores_gemma":[0.99371547,0.000012801746,0.002560519,0.0036163717,0.000019476607,3.1407455e-7,0.000003712297,4.6234734e-7,0.000070860486],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997098,0.0000154267,0.000054472333,0.000063803294,0.000075672,0.00008083514],"domain_scores_gemma":[0.9998807,0.00003477434,0.000009705532,0.000059783208,0.000004339657,0.000010707672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014790574,0.000032813932,0.000028551505,0.00003388314,0.000044300155,0.000018273493,0.00008455256,0.00001783614,0.00047589393],"category_scores_gemma":[0.000007546268,0.000019352976,0.000013232989,0.000093459086,0.000018156443,0.00011565745,0.0000015954804,0.00006897304,0.00006373168],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046673544,0.00004463473,0.14956802,0.000007978758,0.000007716354,0.00004293421,0.007204636,0.008653434,0.00015656817,0.012744918,0.008107779,0.8134147],"study_design_scores_gemma":[0.0010663593,0.0005244311,0.6670619,0.0000874613,0.000010055244,0.00008779963,0.013961537,0.16017322,0.009774961,0.09640221,0.050276358,0.000573657],"about_ca_topic_score_codex":0.010514889,"about_ca_topic_score_gemma":0.00034984932,"teacher_disagreement_score":0.81284106,"about_ca_system_score_codex":0.0000018687174,"about_ca_system_score_gemma":0.000008945941,"threshold_uncertainty_score":0.9960742},"labels":[],"label_agreement":null},{"id":"W2050104609","doi":"10.1190/1.1815841","title":"Robust refraction tomography","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tomography; Refraction; Computer science; Optics; Physics","score_opus":0.016754212065371338,"score_gpt":0.19512788502954403,"score_spread":0.1783736729641727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050104609","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17555489,0.00010233636,0.00048126932,0.0009149408,0.000112211856,0.000041830768,0.0000039336664,0.0003680491,0.82242054],"genre_scores_gemma":[0.9783,0.00011772859,0.0050065243,0.0042367843,0.000053473977,2.02135e-7,0.000027459319,0.0000011183114,0.012256722],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996532,0.000013996517,0.000058071255,0.00009646807,0.00007951823,0.00009871908],"domain_scores_gemma":[0.99984866,0.00001400058,0.000009064782,0.0000828807,0.0000075248663,0.000037888363],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007560402,0.00004117571,0.00003777537,0.00004741641,0.00007097752,0.000023401397,0.000061937004,0.000022937875,0.08100198],"category_scores_gemma":[0.000002177556,0.000031297637,0.000027944805,0.00012881913,0.000024567466,0.0001699521,6.8036263e-7,0.000051322953,0.0014940891],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075513794,0.0000037671716,0.028362118,9.2955105e-7,0.0000020013863,0.0000014504291,0.000013292713,0.00018226742,0.000004425886,0.000012033306,0.10144087,0.8699693],"study_design_scores_gemma":[0.000075655254,0.0000566855,0.060361557,0.000004921696,0.0000035179796,0.000015127501,0.00005478755,0.026766343,0.0012128836,0.00087391015,0.9104624,0.00011225149],"about_ca_topic_score_codex":0.0050048055,"about_ca_topic_score_gemma":0.000027998765,"teacher_disagreement_score":0.869857,"about_ca_system_score_codex":7.260321e-7,"about_ca_system_score_gemma":0.0000043471023,"threshold_uncertainty_score":0.9992834},"labels":[],"label_agreement":null},{"id":"W2050206091","doi":"10.1016/j.jappgeo.2011.09.026","title":"Converted wave seismic imaging in the Flin Flon mining camp, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Natural Resources Canada; Fundacja na rzecz Nauki Polskiej","keywords":"Geology; Seismology","score_opus":0.01515026771694482,"score_gpt":0.1745307309940569,"score_spread":0.15938046327711206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050206091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981603,0.00009882379,0.00027676852,0.00039175813,0.00034954137,0.00008174809,0.0000068744357,0.000010291153,0.017181154],"genre_scores_gemma":[0.9936512,0.000020771757,0.0011121506,0.005070207,0.000118464355,2.9880468e-7,0.0000050821054,0.0000034433106,0.000018391102],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904126,0.000039159648,0.00029393155,0.00009793576,0.00031067114,0.0002170512],"domain_scores_gemma":[0.9994438,0.0001005694,0.00022099505,0.00012930758,0.000049196828,0.00005607233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042452954,0.00010936843,0.00016906328,0.00007274668,0.00008764586,0.000026679609,0.00028916006,0.00002662391,0.00013798551],"category_scores_gemma":[0.00001008266,0.000073415526,0.00004610292,0.00019419272,0.000052401927,0.000103878556,0.000008079081,0.00030431207,0.000011883498],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038998292,0.00010554421,0.048938636,0.00004749271,0.00007015965,0.00095860957,0.02301876,0.001145217,0.0005758434,0.00024737278,0.09078466,0.8337177],"study_design_scores_gemma":[0.0037230018,0.0005026767,0.3887964,0.00036085493,0.00022954603,0.0010490817,0.06378858,0.3915616,0.023854611,0.03671855,0.087779246,0.0016358732],"about_ca_topic_score_codex":0.26476932,"about_ca_topic_score_gemma":0.011597157,"teacher_disagreement_score":0.83208185,"about_ca_system_score_codex":0.000016729568,"about_ca_system_score_gemma":0.00025266837,"threshold_uncertainty_score":0.74012667},"labels":[],"label_agreement":null},{"id":"W2050217772","doi":"10.1190/geo2014-0070.1","title":"Azimuthal amplitude variation with offset analysis of physical modeling data acquired over an azimuthally anisotropic medium","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; Shell (Canada)","funders":"","keywords":"Amplitude; Amplitude versus offset; Azimuth; Anisotropy; Isotropy; Computational physics; Directivity; Inversion (geology); Physics; Reflection (computer programming); Geology; Offset (computer science); Optics; Geophysics; Seismology","score_opus":0.023886760094590637,"score_gpt":0.24796753073662126,"score_spread":0.2240807706420306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050217772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9071496,0.000009181075,0.09184811,0.00006813154,0.000062601684,0.00007310764,0.00025316156,0.00009295868,0.0004431002],"genre_scores_gemma":[0.9938106,0.000004642096,0.00360632,0.0003098285,0.00018505788,5.674684e-7,0.002060811,0.000005694284,0.00001650222],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865264,0.000093191724,0.00019380177,0.0004077781,0.00042844596,0.00022417237],"domain_scores_gemma":[0.9987856,0.000084198895,0.00013667544,0.0008160329,0.00008776491,0.000089729096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024566802,0.00015144047,0.00032119316,0.00013434034,0.00009774007,0.00004993224,0.00051754096,0.000047845446,0.00010620796],"category_scores_gemma":[0.000022046683,0.000119418546,0.00006476386,0.0005580464,0.00007515017,0.0006329236,0.00004125702,0.00008049812,0.000017147506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057731656,0.0008687859,0.2764434,0.00017326533,0.002435519,0.000011953255,0.0069768415,0.51795137,0.004809987,0.00468681,0.0013894807,0.18367529],"study_design_scores_gemma":[0.00017651243,0.00019858776,0.09732531,0.000008490024,0.00034171864,5.093178e-7,0.000055305783,0.89941686,0.0001218851,0.002024375,0.00018526881,0.00014517014],"about_ca_topic_score_codex":0.0075966525,"about_ca_topic_score_gemma":0.00019006932,"teacher_disagreement_score":0.38146552,"about_ca_system_score_codex":0.000004388009,"about_ca_system_score_gemma":0.000050273433,"threshold_uncertainty_score":0.9990119},"labels":[],"label_agreement":null},{"id":"W2050381292","doi":"10.1111/j.1365-2478.2009.00798.x","title":"Seismic refraction traveltime inversion for static corrections in a glaciated shield rock environment: a case study","year":2009,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Bedrock; Inversion (geology); Seismic refraction; Seismology; Engineering geology; Regional geology; Economic geology; Environmental geology; Hydrogeology; Seismic inversion; Gemology; Azimuth; Geophysics; Geomorphology; Tectonics; Geotechnical engineering; Geometry","score_opus":0.015143374474711873,"score_gpt":0.2394001711075545,"score_spread":0.22425679663284262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050381292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99432373,0.000012037295,0.003988393,0.00030854647,0.00012932684,0.0007356826,0.0000060481775,0.00015440723,0.0003418195],"genre_scores_gemma":[0.99862325,0.0000034033333,0.00058272935,0.00045166607,0.00008014591,0.000007689427,0.000022678547,0.0000044442827,0.00022398945],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989079,0.00006348148,0.0002380529,0.0003458227,0.0001570298,0.00028770012],"domain_scores_gemma":[0.99953073,0.0001489164,0.00009745204,0.00013792604,0.000015078615,0.00006988846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023519095,0.00014049865,0.0001808062,0.00012411809,0.00032469677,0.000048971287,0.00007723733,0.000049949067,0.000085041385],"category_scores_gemma":[0.000059318954,0.00013267546,0.000058889254,0.00024250608,0.000015968197,0.00028131343,0.000006970282,0.0002704976,0.00008399209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005846824,0.002316655,0.30948848,0.00006468885,0.00006638838,0.0008591001,0.016455155,0.03900954,0.0009050743,0.000023467477,0.002541731,0.627685],"study_design_scores_gemma":[0.0008157699,0.0013143399,0.039229166,0.00002825973,0.000028132185,0.000090046575,0.0075814915,0.94762975,0.00047011254,0.0023212568,0.00026032486,0.00023137132],"about_ca_topic_score_codex":0.01723531,"about_ca_topic_score_gemma":0.0001437587,"teacher_disagreement_score":0.9086202,"about_ca_system_score_codex":0.000038740996,"about_ca_system_score_gemma":0.000017464674,"threshold_uncertainty_score":0.989309},"labels":[],"label_agreement":null},{"id":"W2050396801","doi":"10.2118/167248-ms","title":"Relations between Shear and Compressional Wave Velocities of Geological Formations in Alberta, Canada Based on a Log-Derived Database","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Innovates","funders":"Alberta Innovates - Technology Futures","keywords":"Geology; Shear (geology); Longitudinal wave; Wireline; Geothermal gradient; Structural basin; Well logging; Seismology; Shearing (physics); Petrology; Database; Geophysics; Geotechnical engineering; Geomorphology; Wave propagation","score_opus":0.02093413083341036,"score_gpt":0.20164385795796522,"score_spread":0.18070972712455485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050396801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791102,0.000016666898,0.0012616914,0.0040956973,0.000029327184,0.00015590258,0.00014929393,0.000021393174,0.015159817],"genre_scores_gemma":[0.99302334,0.0000025352824,0.0049616224,0.0014448492,0.000006382344,0.0000017566585,0.0003250001,8.2703855e-7,0.00023371173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947,0.00004516757,0.0001546989,0.000092510236,0.00012702872,0.00011059901],"domain_scores_gemma":[0.99927384,0.0005304017,0.000034250515,0.000081986575,0.00002263162,0.000056899124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007631035,0.000058892605,0.00009665219,0.0000709693,0.000075950906,0.000010356641,0.000056424025,0.000030837284,0.003411505],"category_scores_gemma":[0.00005199376,0.00004239824,0.000010861226,0.00006727226,0.00008680545,0.000164376,0.000009256729,0.000091695576,0.000015529105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008423672,0.000012707915,0.9536896,0.000012160542,0.000004351385,0.0000014527296,0.00010667654,0.0012690354,0.00001421796,0.00018436526,0.03767125,0.0070258],"study_design_scores_gemma":[0.00013200224,0.000033654425,0.64311135,0.000025423662,0.000002213032,8.1075046e-7,0.00013840057,0.35466924,0.00038229293,0.00031374834,0.0011311086,0.00005975029],"about_ca_topic_score_codex":0.9172897,"about_ca_topic_score_gemma":0.19122973,"teacher_disagreement_score":0.72606,"about_ca_system_score_codex":0.0000052062783,"about_ca_system_score_gemma":0.00009958833,"threshold_uncertainty_score":0.9974995},"labels":[],"label_agreement":null},{"id":"W2050826786","doi":"10.1190/1.2841038","title":"Simply denoise: Wavefield reconstruction via jittered undersampling","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":312,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Undersampling; Compressed sensing; Algorithm; Computer science; Sampling (signal processing); Oversampling; Decimation; Fourier transform; Mathematics; Bandwidth (computing); Detector; Artificial intelligence; Telecommunications","score_opus":0.023431832924704094,"score_gpt":0.19753369959889822,"score_spread":0.1741018666741941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050826786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96541846,0.0000678648,0.022595083,0.0006274934,0.0006031299,0.0000871059,0.000011382103,0.00026422986,0.010325262],"genre_scores_gemma":[0.9936282,0.000080579906,0.0034866643,0.0022657074,0.00018099937,3.989689e-7,0.000039487128,0.0000032994976,0.0003146605],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993499,0.000021083271,0.000119098026,0.00017563635,0.00013295499,0.00020133053],"domain_scores_gemma":[0.9996489,0.000051035007,0.00005217104,0.00015937067,0.000029817065,0.00005868851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000576489,0.000093607494,0.00010202757,0.000044855606,0.0002471932,0.000019790737,0.000112080445,0.00005026846,0.00040334795],"category_scores_gemma":[0.00000986055,0.00008742752,0.000052591186,0.00013555525,0.00008847762,0.00021715181,0.0000074365953,0.00013214098,0.00037745055],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021222771,0.000014418796,0.05295863,0.000014196246,0.000020088584,0.0000207167,0.00046078864,0.00022081727,0.00052170217,0.000054866054,0.017013902,0.92867863],"study_design_scores_gemma":[0.0017649998,0.00079277804,0.26265708,0.00016908308,0.00010920984,0.0018736245,0.0020727655,0.449254,0.036418334,0.16016348,0.0822687,0.0024559596],"about_ca_topic_score_codex":0.004232803,"about_ca_topic_score_gemma":0.000021192825,"teacher_disagreement_score":0.9262227,"about_ca_system_score_codex":0.000004562375,"about_ca_system_score_gemma":0.000027623604,"threshold_uncertainty_score":0.639876},"labels":[],"label_agreement":null},{"id":"W2050895373","doi":"10.1190/1.1816584","title":"Non‐linear AVO equations and their use in 3‐parameter inversions","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Computer science","score_opus":0.03907101755320111,"score_gpt":0.23106702447995656,"score_spread":0.19199600692675545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050895373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984112,0.000041947424,0.004160457,0.0011225968,0.0000677481,0.000097518496,0.0000109863,0.00008415053,0.010302586],"genre_scores_gemma":[0.99137926,0.00011098289,0.0032331413,0.003948325,0.000015110436,5.46894e-7,0.00002753944,0.0000015726857,0.0012834978],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952936,0.000023128,0.00010108238,0.00014061989,0.000058030073,0.00014775488],"domain_scores_gemma":[0.9995447,0.00024676175,0.000016893573,0.00011287895,0.000014116725,0.00006468789],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013002899,0.000070945825,0.000076696255,0.0001293692,0.00007932696,0.000037061847,0.00007388303,0.00003797235,0.0013598716],"category_scores_gemma":[0.000059208498,0.000049839735,0.000020907873,0.00018299687,0.00006210442,0.00032577687,0.000010214972,0.000092053706,0.00013305053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013939607,0.000018196422,0.9397503,0.0000026936182,0.0000049442037,0.000007553003,0.00044727366,0.00025103032,0.000042801617,0.00006023773,0.016594084,0.042806946],"study_design_scores_gemma":[0.00025888535,0.00006346991,0.08443167,0.00001841352,0.000003410568,0.000014732524,0.00072229264,0.86089385,0.00069276907,0.0014579302,0.051272675,0.00016989821],"about_ca_topic_score_codex":0.015879164,"about_ca_topic_score_gemma":0.0009826904,"teacher_disagreement_score":0.86064285,"about_ca_system_score_codex":0.0000022473948,"about_ca_system_score_gemma":0.000013399406,"threshold_uncertainty_score":0.999553},"labels":[],"label_agreement":null},{"id":"W2050931508","doi":"10.1139/e00-109","title":"Analyses of crustal structure from bandpass and directionally filtered potential-field data: an example from western Canada","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Sinistral and dextral; Lithosphere; Seismology; Shield; Precambrian; Crust; Trench; Tectonics; Fault (geology); Indian Shield; Craton; Geophysics; Paleontology","score_opus":0.06131910493904576,"score_gpt":0.2546140007084307,"score_spread":0.19329489576938497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050931508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99676746,0.00097002444,0.00030610207,0.00060313166,0.0004396772,0.000027242488,0.00061987527,0.0000040054942,0.0002625044],"genre_scores_gemma":[0.9964701,0.00007310868,0.0021019594,0.0010682442,0.00016194549,2.0553461e-8,0.000088772664,0.0000015284379,0.00003432186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891514,0.00006674506,0.00026289257,0.0002199788,0.00032397994,0.00021125578],"domain_scores_gemma":[0.99898535,0.000129451,0.00019970897,0.00018179747,0.00008600006,0.00041767905],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025374474,0.00009368863,0.0001917649,0.00018825497,0.00023606858,0.0001453931,0.0005531588,0.000039195158,0.0019916748],"category_scores_gemma":[0.000052535637,0.00007238997,0.000023649913,0.00022356231,0.00021478695,0.00074763625,0.000009782465,0.00012673104,4.871476e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025986332,0.0000032465643,0.970888,0.0000020389004,0.000043275853,0.00013910387,0.00022284892,0.000933377,0.00062170957,0.0000016357744,0.0055900337,0.021528712],"study_design_scores_gemma":[0.00028698385,0.00026272068,0.94915223,0.000063178006,0.00005217016,0.0001368967,0.0012439186,0.0108568175,0.004365549,0.00071581785,0.032652266,0.0002114784],"about_ca_topic_score_codex":0.997278,"about_ca_topic_score_gemma":0.9970454,"teacher_disagreement_score":0.027062234,"about_ca_system_score_codex":0.000002277771,"about_ca_system_score_gemma":0.0016512291,"threshold_uncertainty_score":0.9989206},"labels":[],"label_agreement":null},{"id":"W2051276075","doi":"10.1190/1.1818045","title":"Comparison of two P‐S conversion‐point mapping approaches in media exhibiting polar anisotropy","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Polar; Anisotropy; Point (geometry); Geology; Computer science; Physics; Optics; Geometry; Mathematics; Astronomy","score_opus":0.07114606155532519,"score_gpt":0.2619335172547207,"score_spread":0.1907874556993955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051276075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8964458,0.00062162004,0.009760809,0.00030626956,0.00021798936,0.00017149052,0.000011691152,0.00013719036,0.09232715],"genre_scores_gemma":[0.9701319,0.000013743148,0.02940171,0.00035373023,0.000014213451,3.111649e-7,0.000026148153,0.0000025448314,0.000055736313],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895024,0.00011812084,0.00030989555,0.00019610368,0.00019126914,0.00023437252],"domain_scores_gemma":[0.99951935,0.00016332661,0.00009903549,0.00013230539,0.000020165611,0.00006584834],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005441036,0.00010508243,0.00022768223,0.00017860995,0.00006297465,0.00001731868,0.00013242527,0.000044950193,0.0017009754],"category_scores_gemma":[0.00009105591,0.00008917396,0.000046298683,0.0002510647,0.000092906565,0.0001792898,0.0000090156045,0.00014611396,0.000054921715],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042201796,0.00002615563,0.9846118,0.000021632628,0.0000042483034,0.0000030885183,0.0009819051,0.00021448529,0.00023063399,0.000948598,0.0020057303,0.010947483],"study_design_scores_gemma":[0.0024270269,0.00024994026,0.10068137,0.00026796374,0.000024173518,0.000040829673,0.045330927,0.48647407,0.33176735,0.008350405,0.023418574,0.00096736185],"about_ca_topic_score_codex":0.0047583864,"about_ca_topic_score_gemma":0.000087985536,"teacher_disagreement_score":0.88393044,"about_ca_system_score_codex":0.000006572291,"about_ca_system_score_gemma":0.000032596996,"threshold_uncertainty_score":0.9992116},"labels":[],"label_agreement":null},{"id":"W2051401908","doi":"10.1190/1.3485770","title":"Integration of coherence and volumetric curvature images","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Curvature; Geology; Wavelength; Coherence (philosophical gambling strategy); Diagenesis; Fracture (geology); High resolution; Scale (ratio); Geophysical imaging; Geometry; Seismology; Paleontology; Optics; Physics; Mathematics; Remote sensing; Statistics","score_opus":0.01430743863152781,"score_gpt":0.23253075898062195,"score_spread":0.21822332034909414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051401908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98316884,0.00042134256,0.00055165024,0.00093942793,0.00037395628,0.00007015977,0.000010560959,0.00006281879,0.014401272],"genre_scores_gemma":[0.9962428,0.000029330824,0.002016841,0.00031898034,0.00004893738,2.2353913e-7,0.000006087476,0.0000011276767,0.0013356737],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99969864,0.000021633141,0.000063625055,0.00007371183,0.000068139205,0.00007425217],"domain_scores_gemma":[0.99969834,0.0001105645,0.00004041831,0.000106245934,0.000024446123,0.000019959985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002604395,0.00004442858,0.000060780538,0.000056756588,0.00006941385,0.000024823406,0.00012636381,0.000032442913,0.00015125777],"category_scores_gemma":[0.00010720224,0.000026348675,0.000013849072,0.00016721735,0.00013804612,0.00009932493,0.0000061541173,0.0001952672,0.000042754524],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072143675,0.0000044097237,0.0846698,0.000010627652,0.0000045082984,5.903493e-7,0.0004999716,0.000001135102,0.02964657,0.00016476752,0.06433387,0.82065654],"study_design_scores_gemma":[0.00024990502,0.00019496348,0.61784893,0.00008472899,0.000041411105,0.000054781427,0.0003805718,0.02270958,0.24148314,0.008591511,0.108042665,0.0003178188],"about_ca_topic_score_codex":0.0010616382,"about_ca_topic_score_gemma":0.000049546044,"teacher_disagreement_score":0.8203387,"about_ca_system_score_codex":5.7157393e-7,"about_ca_system_score_gemma":0.000007940976,"threshold_uncertainty_score":0.16561665},"labels":[],"label_agreement":null},{"id":"W2051581754","doi":"10.1029/2005jb003625","title":"Spectral reconstruction of teleseismic <i>P</i> Green's functions","year":2005,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seismogram; Deconvolution; Geology; Impulse response; Receiver function; Energy (signal processing); Signature (topology); Seismology; Algorithm; Computer science; Mathematics; Mathematical analysis; Geometry; Statistics","score_opus":0.024558335646447906,"score_gpt":0.2750568968795529,"score_spread":0.25049856123310504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051581754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987506,0.00043139217,0.00040960294,0.0022781652,0.00020104465,0.00007168332,0.000011148766,0.000019732912,0.009071274],"genre_scores_gemma":[0.9912987,0.00016265114,0.0062014232,0.00014615557,0.0007907702,2.3728177e-7,0.0000021000192,0.000003943192,0.0013940339],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981892,0.00018565668,0.00038997858,0.00012960691,0.00077598804,0.00032955655],"domain_scores_gemma":[0.9986947,0.0003486455,0.00019088441,0.00015274959,0.0004327774,0.00018024867],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079413503,0.00009213922,0.00023261158,0.00006197277,0.00013928842,0.00003546734,0.00030799565,0.00005572783,0.0016337491],"category_scores_gemma":[0.00018874127,0.0000685543,0.00017019548,0.0004412498,0.00037110818,0.00048770197,0.000016215756,0.0006253329,0.00017585722],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022013944,0.00009304528,0.02329404,0.000018873652,0.000043215518,0.000013401728,0.000085325686,0.00037659425,0.0015011096,0.00009366276,0.040847365,0.9334132],"study_design_scores_gemma":[0.0026653989,0.007767504,0.34607267,0.0006455797,0.00011033752,0.0010714906,0.004299592,0.10076597,0.084171474,0.054738592,0.39689,0.0008013804],"about_ca_topic_score_codex":0.00604507,"about_ca_topic_score_gemma":0.00010996367,"teacher_disagreement_score":0.9326118,"about_ca_system_score_codex":0.000020911775,"about_ca_system_score_gemma":0.00018659874,"threshold_uncertainty_score":0.9992789},"labels":[],"label_agreement":null},{"id":"W2051909838","doi":"10.1190/1.1487090","title":"Reservoir characterization using seismic waveform and feedforword neural networks","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Artificial neural network; Reservoir modeling; Waveform; Geology; Oil field; Robustness (evolution); Feedforward neural network; Noise (video); Computer science; Artificial intelligence; Petroleum engineering","score_opus":0.016813791522472678,"score_gpt":0.21079999315759768,"score_spread":0.193986201635125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051909838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99136645,0.000054436998,0.007198176,0.00029331073,0.00021626841,0.000071549606,0.000008476481,0.00010085125,0.0006905058],"genre_scores_gemma":[0.99717724,0.0001261665,0.00029663078,0.0017634988,0.00023547454,2.794827e-7,0.00015247657,0.000004214978,0.00024402252],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993722,0.000022599645,0.00011037742,0.00016109685,0.000107312335,0.0002264265],"domain_scores_gemma":[0.9997117,0.000018679519,0.000057011952,0.00012337608,0.000026464637,0.00006276981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008577318,0.000099149634,0.00010096808,0.000042813197,0.00028999362,0.000054225235,0.000090621346,0.00004546012,0.0000796048],"category_scores_gemma":[0.0000046170253,0.000086471366,0.000026832635,0.00019847743,0.000054656073,0.00038355304,0.000022838596,0.000114211805,0.000014080018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057955505,0.000016137792,0.26545927,0.000017516206,0.0000144446185,0.000020773017,0.00031417966,0.013443006,0.00044006007,0.0000331575,0.00044593314,0.7197375],"study_design_scores_gemma":[0.000077804536,0.000029424118,0.09644106,0.000010004755,0.000007120191,0.000023701486,0.000029925774,0.8982333,0.0000767699,0.00071931863,0.0042425934,0.00010899369],"about_ca_topic_score_codex":0.002113705,"about_ca_topic_score_gemma":0.000007465118,"teacher_disagreement_score":0.8847903,"about_ca_system_score_codex":0.00000417897,"about_ca_system_score_gemma":0.0000096561325,"threshold_uncertainty_score":0.35261998},"labels":[],"label_agreement":null},{"id":"W2052202282","doi":"10.1121/1.4786683","title":"Sparseness- and continuity-constrained seismic imaging","year":2005,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Basis (linear algebra); Geophysical imaging; Inverse problem; Operator (biology); Position (finance); Computer science; Inverse scattering problem; Basis function; Mathematical optimization; Applied mathematics; Mathematics; Mathematical analysis; Geology; Geometry; Seismology","score_opus":0.008350050449485799,"score_gpt":0.21684378919966615,"score_spread":0.20849373875018035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052202282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48026228,0.005622262,0.35656238,0.15226863,0.0006941368,0.00033634203,0.000057915364,0.000086721746,0.004109327],"genre_scores_gemma":[0.96605843,0.000604584,0.021748805,0.011386796,0.00012974226,3.675122e-8,3.2655396e-7,0.0000023778448,0.00006888285],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991885,0.00009534864,0.00025015473,0.000058146772,0.00024761536,0.00016027901],"domain_scores_gemma":[0.9991307,0.00034843362,0.0002640831,0.00012792682,0.000068271554,0.000060559876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005079008,0.00008238551,0.00018143965,0.000013904709,0.00015568879,0.00001871267,0.0003352349,0.000024043775,0.00014255982],"category_scores_gemma":[0.000061440915,0.00004065015,0.00015231088,0.00011561769,0.000924599,0.000115127456,0.000032097396,0.000270905,0.000004286863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006780308,0.000028552407,0.011428385,0.000021386937,0.0000689445,0.000001152512,0.0008767089,0.0067676096,0.0020910094,0.0000025315633,0.09477463,0.88387126],"study_design_scores_gemma":[0.0003311786,0.00008943224,0.014843609,0.00006528541,0.0001317131,0.00028727337,0.0026078497,0.91872,0.0016952697,0.0010157459,0.060102955,0.000109689194],"about_ca_topic_score_codex":0.00044217633,"about_ca_topic_score_gemma":5.263859e-7,"teacher_disagreement_score":0.9119524,"about_ca_system_score_codex":0.0000057629672,"about_ca_system_score_gemma":0.000045294702,"threshold_uncertainty_score":0.34067234},"labels":[],"label_agreement":null},{"id":"W2052266696","doi":"10.1190/1.1816812","title":"Mapping the P‐S conversion point in vertical transversely isotropic (VTI) media","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Transverse isotropy; Point (geometry); Isotropy; Geology; Physics; Geometry; Optics; Mathematics","score_opus":0.03303191444323452,"score_gpt":0.18985034732944142,"score_spread":0.1568184328862069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052266696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8267952,0.0007854649,0.0024735357,0.039378487,0.000726269,0.00029572644,0.000009748341,0.00035806885,0.12917748],"genre_scores_gemma":[0.9921505,0.00016953178,0.00036204283,0.0069590383,0.00003323759,4.101064e-7,0.0000064617143,0.0000017099621,0.0003170671],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992289,0.00006330605,0.00014541192,0.000154872,0.00018082152,0.00022667539],"domain_scores_gemma":[0.9996078,0.00015614378,0.000011398557,0.00013362944,0.000010891758,0.000080126636],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017704903,0.000082351755,0.000093513394,0.000090982765,0.000088820256,0.000026522062,0.00018982365,0.00004647111,0.015025072],"category_scores_gemma":[0.0000501789,0.00005071227,0.000044459193,0.00021303268,0.00010786667,0.00016036058,0.000006335528,0.00016557176,0.0008836726],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003209019,0.00007203837,0.2568411,0.00003168983,0.000019666675,0.000090621535,0.008038823,0.00012740963,0.0002229868,0.000519019,0.44260564,0.2913989],"study_design_scores_gemma":[0.0011267675,0.00013483595,0.13810693,0.000061298364,0.0000115487255,0.00004179125,0.005836442,0.607462,0.0038737447,0.0012905601,0.24164344,0.00041064536],"about_ca_topic_score_codex":0.0026705463,"about_ca_topic_score_gemma":0.000084993444,"teacher_disagreement_score":0.6073346,"about_ca_system_score_codex":0.0000060195725,"about_ca_system_score_gemma":0.0000085079255,"threshold_uncertainty_score":0.99989426},"labels":[],"label_agreement":null},{"id":"W2052422788","doi":"10.1190/1.1817134","title":"Ground roll removal from a deep 3‐D reflection dataset using Physical Wavelet Frame Denoising","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Noise reduction; Frame (networking); Wavelet; Reflection (computer programming); Wavelet transform; Geology; Computer science; Artificial intelligence; Image denoising; Pattern recognition (psychology); Computer vision; Telecommunications","score_opus":0.04809126723476014,"score_gpt":0.26100610497983934,"score_spread":0.2129148377450792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052422788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98216915,0.00019310639,0.006421462,0.00030590157,0.00027008192,0.00012000966,0.00023510821,0.00023300263,0.010052184],"genre_scores_gemma":[0.97113097,0.000025097686,0.024038205,0.0032682498,0.00035308854,2.9992856e-7,0.00092933234,0.000005557013,0.00024920522],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902254,0.00006293296,0.00014060418,0.00029693186,0.00023363654,0.00024332662],"domain_scores_gemma":[0.9995236,0.00007835701,0.000053311644,0.00024402383,0.000017014532,0.00008372369],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001039633,0.00012556881,0.0001387745,0.000074113756,0.0002191143,0.00012341062,0.00015750188,0.00006170712,0.0034976103],"category_scores_gemma":[0.000024307526,0.000105127554,0.000044988712,0.00017940582,0.000061789455,0.00046145378,0.000014547487,0.0001774673,0.0004523283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013798937,0.0004005955,0.007981232,0.000027928969,0.0001368059,0.00030401433,0.0021603766,0.0010736794,0.005354841,0.00012186112,0.3032839,0.67777485],"study_design_scores_gemma":[0.0009665343,0.00010887994,0.00046421879,0.000012847861,0.000022047216,0.000053343752,0.0001287594,0.9451996,0.0013953731,0.0025507126,0.048894845,0.0002028131],"about_ca_topic_score_codex":0.031502105,"about_ca_topic_score_gemma":0.00017149825,"teacher_disagreement_score":0.94412595,"about_ca_system_score_codex":0.0000116137135,"about_ca_system_score_gemma":0.000007142958,"threshold_uncertainty_score":0.99741334},"labels":[],"label_agreement":null},{"id":"W2052497313","doi":"10.1029/1999gl010481","title":"Shear velocities in Cascadia from seafloor compliance measurements","year":2000,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Seafloor spreading; Gravimeter; Shear (geology); Seismology; Sediment; Geodesy; Geophysics; Geomorphology; Petrology","score_opus":0.10564928177573887,"score_gpt":0.3121685758626159,"score_spread":0.20651929408687705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052497313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98229134,0.00013345922,0.000017847055,0.0071787625,0.00007374012,0.00015333093,0.000047520396,0.00007012309,0.010033849],"genre_scores_gemma":[0.9919898,0.00004293211,0.0008441609,0.0062303646,0.00020660808,0.0000044542294,0.00006444109,0.0000051114434,0.00061213836],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977458,0.00027624663,0.00015094105,0.000343102,0.0008562337,0.0006276682],"domain_scores_gemma":[0.99930567,0.00025426358,0.0000134885995,0.00023590332,0.000039798084,0.00015088278],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004756955,0.000112557624,0.00015988166,0.00012171857,0.00017230547,0.000088549765,0.00037973805,0.000041470066,0.00414952],"category_scores_gemma":[0.00005303293,0.00009979587,0.000048730806,0.0003791633,0.0003275146,0.00023158043,0.000015197811,0.0004797527,0.003637981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027877852,0.00010097514,0.098453306,0.00003308564,0.000035133595,0.00016286393,0.0010495554,0.0004373916,0.0034532927,0.000027660155,0.24926876,0.6466992],"study_design_scores_gemma":[0.00079505966,0.00016016276,0.8829682,0.00021161781,0.000004931045,0.0000027547544,0.0003166664,0.017830743,0.0046527456,0.0054320283,0.08717387,0.00045125542],"about_ca_topic_score_codex":0.08794031,"about_ca_topic_score_gemma":0.00017434431,"teacher_disagreement_score":0.78451484,"about_ca_system_score_codex":0.000025833575,"about_ca_system_score_gemma":0.00004155303,"threshold_uncertainty_score":0.9971378},"labels":[],"label_agreement":null},{"id":"W2052661097","doi":"10.1080/10916460701833889","title":"Numerical Techniques Used for Predicting Subsidence Due to Gas Extraction in the North Adriatic Sea","year":2008,"lang":"en","type":"article","venue":"Petroleum Science and Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Subsidence; Aquifer; Compaction; Interpolation (computer graphics); Petroleum engineering; Geotechnical engineering; Computer science; Geomorphology; Groundwater; Structural basin","score_opus":0.014976153086956852,"score_gpt":0.24236215736796948,"score_spread":0.22738600428101263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052661097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866061,0.000073214076,0.0037208362,0.008448258,0.00008662857,0.00027684664,0.0000068462814,0.00027493792,0.0005062828],"genre_scores_gemma":[0.9934975,0.000045560704,0.005321696,0.0010488031,0.000034625544,0.000028687406,0.000003720142,0.000002498821,0.000016910806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998657,0.000028655808,0.00018910425,0.0003755996,0.0003461317,0.0004035151],"domain_scores_gemma":[0.9993719,0.00018126293,0.0000663874,0.00022943481,0.00008819351,0.000062831205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009010307,0.00010881982,0.0001528457,0.0006050136,0.0005343157,0.000047733945,0.0005450642,0.00006971524,0.000013499395],"category_scores_gemma":[0.0004807235,0.000077416145,0.000019605153,0.0015435076,0.0005766906,0.00037147314,0.000022882245,0.00021937912,0.000011828092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012673846,0.000019521802,0.93610257,0.000007799568,0.000001379155,0.000028876999,0.0003570068,0.00003105263,0.0005780999,0.000108802036,0.0009771893,0.06177506],"study_design_scores_gemma":[0.00051877584,0.0018449139,0.6836538,0.00009838009,0.000020053507,0.0023287141,0.0023081652,0.23761855,0.04056949,0.0061632106,0.024204332,0.00067166064],"about_ca_topic_score_codex":0.001578025,"about_ca_topic_score_gemma":0.0003077702,"teacher_disagreement_score":0.2524488,"about_ca_system_score_codex":0.000016533435,"about_ca_system_score_gemma":0.00011974951,"threshold_uncertainty_score":0.41095784},"labels":[],"label_agreement":null},{"id":"W2052891455","doi":"10.1190/1.2148062","title":"Optimizing explicit depth migration with a stabilizing Wiener filter and spatial resampling","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Operator (biology); Extrapolation; Wiener filter; Computer science; Filter (signal processing); Algorithm; Convolution (computer science); Component (thermodynamics); Deconvolution; Inverse filter; Sampling (signal processing); Mathematics; Inverse; Artificial intelligence; Computer vision; Mathematical analysis; Geometry","score_opus":0.02352323060981582,"score_gpt":0.21895788804228175,"score_spread":0.19543465743246594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052891455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8734358,0.00023997993,0.10868095,0.0017544188,0.000042720465,0.00013256034,0.00000448799,0.00022689407,0.015482183],"genre_scores_gemma":[0.90341026,0.000038283615,0.094709404,0.0015611101,0.00007854508,9.3822285e-7,0.000018422928,0.000002915696,0.00018013353],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993779,0.000020053736,0.00010890519,0.00019644732,0.00012630763,0.00017038832],"domain_scores_gemma":[0.9997319,0.000051891446,0.00003307644,0.00009969293,0.000022307433,0.00006113628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001409541,0.00008927838,0.00008126161,0.00006600908,0.00012809683,0.00008004539,0.000058072954,0.00002975151,0.0005530534],"category_scores_gemma":[0.0000107571295,0.00006152674,0.000014288855,0.0000683128,0.00003436368,0.00036515374,0.0000071734526,0.00007472015,0.000019051564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009251539,0.000013994656,0.26823446,0.000015014483,0.000012809886,0.000004247932,0.0015862705,0.0054925377,0.00069037406,0.000051190782,0.0032666235,0.7205399],"study_design_scores_gemma":[0.00043748124,0.00022713895,0.026250478,0.0000662771,0.00001608993,0.00003746679,0.0010615352,0.90425026,0.022802176,0.00013336919,0.044363208,0.00035449708],"about_ca_topic_score_codex":0.012291806,"about_ca_topic_score_gemma":0.0072904928,"teacher_disagreement_score":0.89875776,"about_ca_system_score_codex":0.000003746174,"about_ca_system_score_gemma":0.00001373061,"threshold_uncertainty_score":0.9942854},"labels":[],"label_agreement":null},{"id":"W2053231967","doi":"10.1190/1.2821940","title":"Benefiting from 3D AVO by using adaptive supergathers","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Geology","score_opus":0.030924942418370776,"score_gpt":0.23858458859789808,"score_spread":0.2076596461795273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053231967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97018474,0.0007888121,0.0059362142,0.00035675435,0.00036472944,0.00007410972,0.000043140713,0.00017393299,0.022077534],"genre_scores_gemma":[0.99429244,0.000015959358,0.002933367,0.0020569079,0.00021626423,1.15688586e-7,0.000027256036,0.0000055595647,0.0004521333],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992135,0.000041945972,0.00013117745,0.00016974937,0.00014737756,0.00029625074],"domain_scores_gemma":[0.99942815,0.00029251637,0.000051796786,0.00015156521,0.000017510052,0.000058466514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000584434,0.000102376725,0.0001043007,0.000043639568,0.00028637634,0.000044707198,0.00023498353,0.00004849265,0.0004261409],"category_scores_gemma":[0.000030052624,0.00007173451,0.00003919428,0.0001306948,0.00010186641,0.00014671392,0.000011954062,0.00018292949,0.00026815137],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095582516,0.00002068968,0.09991734,0.000006882293,0.00006998121,0.00002389806,0.006514917,0.0008928499,0.010059267,0.000105092004,0.10139322,0.7809003],"study_design_scores_gemma":[0.00081315485,0.00026736755,0.015293185,0.00034447032,0.00013820014,0.000060562033,0.01109808,0.5734004,0.15495095,0.004663978,0.23760122,0.0013684621],"about_ca_topic_score_codex":0.011058782,"about_ca_topic_score_gemma":0.00007602218,"teacher_disagreement_score":0.77953184,"about_ca_system_score_codex":0.000012425836,"about_ca_system_score_gemma":0.000013600226,"threshold_uncertainty_score":0.9955267},"labels":[],"label_agreement":null},{"id":"W2054068192","doi":"10.1071/aseg2001ab099","title":"Buffalo Oil Field – Geophysical Success Under Big Bank","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Geology; Seismology; Seafloor spreading; Oil field; Carbonate; Geophysical imaging; Geophysics; Paleontology","score_opus":0.01640483496646856,"score_gpt":0.23469176424520805,"score_spread":0.2182869292787395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054068192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8525731,0.00034168776,0.00025581502,0.006014459,0.0008385526,0.00006281718,0.000025052073,0.0004057173,0.13948281],"genre_scores_gemma":[0.98871183,0.00021838452,0.0004678841,0.0075307824,0.00034190412,0.000001142555,0.000077755714,0.0000061081396,0.00264418],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99867046,0.000038220453,0.00023311032,0.00032937495,0.00030618353,0.00042263634],"domain_scores_gemma":[0.9991215,0.00022070539,0.0000825178,0.00034823947,0.000042727694,0.00018430731],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001848979,0.00017713351,0.00017202462,0.00009445103,0.0001684731,0.00009658861,0.00037294664,0.00011027145,0.002176081],"category_scores_gemma":[0.00008047249,0.00014968634,0.00008818604,0.00019893712,0.000078773475,0.0002858682,0.000022639722,0.0002816043,0.0010457572],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003413475,0.0000500705,0.0024459357,0.000008397805,0.000010956806,0.000113092494,0.000023307366,0.00011330758,0.000048894613,0.00008052782,0.037522715,0.95954865],"study_design_scores_gemma":[0.00039822914,0.00018930693,0.8003639,0.000049069797,0.000023054461,0.00011829779,0.00014356624,0.0028887743,0.010065452,0.009931067,0.17537174,0.0004575391],"about_ca_topic_score_codex":0.016182741,"about_ca_topic_score_gemma":0.000270019,"teacher_disagreement_score":0.9590911,"about_ca_system_score_codex":0.0000059369468,"about_ca_system_score_gemma":0.000055475408,"threshold_uncertainty_score":0.999732},"labels":[],"label_agreement":null},{"id":"W2054367261","doi":"10.1046/j.1365-2478.2000.00195.x","title":"Seismic anisotropy in granite at the Underground Research Laboratory, Manitoba","year":2000,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Keele University; CANDU Owners Group","keywords":"Geology; Anisotropy; Shear (geology); Layering; Shear wave splitting; Seismic anisotropy; Shear waves; Geotechnical engineering; Geophysics; Seismology; Mineralogy; Petrology; Optics","score_opus":0.024410932654559514,"score_gpt":0.2643490204974824,"score_spread":0.23993808784292286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054367261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98576576,0.00014538784,0.000011610721,0.0015268883,0.000094211224,0.00021060146,0.00001747215,0.00012093826,0.012107119],"genre_scores_gemma":[0.9971281,0.0000425309,0.00013124691,0.0008638422,0.00024386561,0.000003448399,0.00001836755,0.000006547656,0.0015620486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836874,0.00021744185,0.00017275287,0.0003338212,0.0004056363,0.00050161825],"domain_scores_gemma":[0.99930495,0.00028628614,0.000031690466,0.0002634508,0.00004839942,0.00006523926],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007392375,0.00011916485,0.00013012806,0.00007017665,0.0006914816,0.00012341079,0.00028548838,0.000050288007,0.0011936848],"category_scores_gemma":[0.000044582812,0.00008462931,0.0000441071,0.00070849224,0.0002481553,0.00021124874,0.00002897164,0.000551282,0.0015281887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028074798,0.00018979397,0.6359545,0.000058468042,0.00003171354,0.00013224871,0.0019997442,0.0021858658,0.0010471845,0.0010487981,0.046807908,0.31026304],"study_design_scores_gemma":[0.00085730787,0.00043708849,0.66952294,0.000116624295,0.00001317918,0.00003838921,0.002081269,0.11898492,0.0045191986,0.078267805,0.12451651,0.00064473756],"about_ca_topic_score_codex":0.027165437,"about_ca_topic_score_gemma":0.001551974,"teacher_disagreement_score":0.30961832,"about_ca_system_score_codex":0.000049321843,"about_ca_system_score_gemma":0.000036364858,"threshold_uncertainty_score":0.9997194},"labels":[],"label_agreement":null},{"id":"W2054403029","doi":"10.2118/124620-ms","title":"Application of Relative Location Techniques to Induced Microseismicity from Hydraulic Fracturing","year":2009,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microseism; Geology; Seismology; Earthquake location; Residual; Hydraulic fracturing; Geodesy; Algorithm; Computer science; Induced seismicity; Geotechnical engineering","score_opus":0.016546861466536535,"score_gpt":0.2512451483932878,"score_spread":0.2346982869267513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054403029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7957425,0.000092901966,0.19096558,0.0053384867,0.000034576675,0.0005417213,0.00011190764,0.00042237403,0.0067499676],"genre_scores_gemma":[0.9868548,0.000050558476,0.010019389,0.0028561282,0.000051392493,0.0000033515287,0.00015121714,0.0000026068494,0.000010560158],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904996,0.000040859886,0.00026568372,0.0003141798,0.00016961352,0.00015972393],"domain_scores_gemma":[0.9993983,0.000055252287,0.00011457965,0.00018723108,0.00015385683,0.00009080656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019622888,0.00013028445,0.00018371044,0.0001270359,0.00008920246,0.000030728632,0.000137896,0.0001507673,0.0000582827],"category_scores_gemma":[0.00006149378,0.000118997035,0.000032573982,0.00024883804,0.000070869966,0.0004446164,0.000015929574,0.00020057388,0.00003057977],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108238986,0.00005891484,0.0037938897,0.000013567822,0.0000063351104,0.0000017120775,0.000512761,0.000012601704,0.12201763,0.0017253779,0.0026846542,0.86906433],"study_design_scores_gemma":[0.00021897723,0.0009983964,0.25289786,0.00024914267,0.000027898239,0.000008646843,0.00035479298,0.0036224953,0.5964833,0.13900192,0.00570372,0.0004328781],"about_ca_topic_score_codex":0.0049483087,"about_ca_topic_score_gemma":0.000047711106,"teacher_disagreement_score":0.8686314,"about_ca_system_score_codex":0.000010907652,"about_ca_system_score_gemma":0.000027092217,"threshold_uncertainty_score":0.7480396},"labels":[],"label_agreement":null},{"id":"W2054467806","doi":"10.1190/1.2792854","title":"Prestack waveform inversion: An onshore application in the U S Gulf Coast","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology; Inversion (geology); Waveform; Oceanography; Seismology; Prestack; Computer science; Telecommunications","score_opus":0.018017531334732752,"score_gpt":0.24055808560903372,"score_spread":0.22254055427430097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054467806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81226987,0.00007310571,0.012104349,0.0029688021,0.00012806724,0.00038688627,0.000010729321,0.00021026308,0.17184795],"genre_scores_gemma":[0.99243236,0.000016513824,0.001386089,0.0057477704,0.000054462806,6.854795e-7,0.00009515989,0.000001318187,0.00026563357],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993385,0.00003191331,0.0001260026,0.00014334395,0.00018218542,0.0001780655],"domain_scores_gemma":[0.99961734,0.000069440204,0.000028147108,0.00021639738,0.000016991255,0.00005166803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000818275,0.000065060805,0.000053758078,0.00007348007,0.000096906624,0.00003099297,0.0002729481,0.000043717424,0.00036712896],"category_scores_gemma":[0.000010510652,0.000038671606,0.000018641109,0.00021290236,0.000056231598,0.00024265912,0.000006504024,0.000115378345,0.00012268126],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033637065,0.000036276226,0.3426945,0.0000061035535,0.0000017717957,0.00000861235,0.0011979988,0.00005425859,0.000030152243,0.0005095094,0.05487233,0.6005549],"study_design_scores_gemma":[0.0003358422,0.00026786816,0.4449687,0.00001500238,0.0000074914105,0.000040724524,0.011284358,0.11187772,0.0030874931,0.005698872,0.42211208,0.00030385],"about_ca_topic_score_codex":0.013614874,"about_ca_topic_score_gemma":0.0058041424,"teacher_disagreement_score":0.600251,"about_ca_system_score_codex":0.00000438918,"about_ca_system_score_gemma":0.000013995442,"threshold_uncertainty_score":0.99295354},"labels":[],"label_agreement":null},{"id":"W2054470933","doi":"10.1016/j.gexplo.2005.11.080","title":"Full 3-D numerical simulation of hydrothermal fluid flow in faulted sedimentary basins: Example of the McArthur Basin, Northern Australia","year":2006,"lang":"en","type":"article","venue":"Journal of Geochemical Exploration","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Hydrothermal circulation; Fluid dynamics; Petrology; Structural basin; Convection cell; Permeability (electromagnetism); Fault (geology); Convection; Sedimentary rock; Fault plane; Sedimentary basin; Intersection (aeronautics); Flow (mathematics); Geochemistry; Geomorphology; Seismology; Natural convection; Mechanics; Combined forced and natural convection","score_opus":0.02343485859520606,"score_gpt":0.2356127586497544,"score_spread":0.21217790005454834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054470933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954863,0.00006506719,0.0035400293,0.0005641927,0.00012275155,0.00009223983,0.00002496715,0.000007733851,0.00009671961],"genre_scores_gemma":[0.99821484,0.0000068223026,0.0014585418,0.0001439368,0.000108141496,3.0388676e-7,0.00005092681,0.000002888513,0.000013589122],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874395,0.00010442098,0.00057679875,0.00009380527,0.00036301085,0.00011799913],"domain_scores_gemma":[0.99923754,0.00009909954,0.00038001902,0.00010998378,0.00013955071,0.000033804095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003118929,0.00008956097,0.00019733905,0.00009366953,0.000028968147,0.000009769291,0.00014985567,0.00006788686,0.0002525042],"category_scores_gemma":[0.000059167647,0.000063161846,0.000101991194,0.0002469279,0.00007123247,0.0004115099,0.000007765689,0.0001602919,0.000004244779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071673706,0.00024901622,0.27419144,0.00004708781,0.000027870274,0.000007701931,0.0007035337,0.62468195,0.08097384,0.000010586306,0.004390403,0.013999821],"study_design_scores_gemma":[0.0008671705,0.00037334452,0.044695534,0.000152406,0.00003386805,0.000019062823,0.00020562434,0.60381323,0.34496838,0.0021554283,0.0025602735,0.00015565642],"about_ca_topic_score_codex":0.0043796985,"about_ca_topic_score_gemma":0.00014799052,"teacher_disagreement_score":0.26399454,"about_ca_system_score_codex":0.000016596061,"about_ca_system_score_gemma":0.00004238561,"threshold_uncertainty_score":0.6620823},"labels":[],"label_agreement":null},{"id":"W2054714243","doi":"10.2118/152600-ms","title":"The Impact of Dipping Velocity Models on Microseismic Event Locations","year":2012,"lang":"en","type":"article","venue":"SPE Hydraulic Fracturing Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Microseism; Borehole; Geology; Hydraulic fracturing; Seismology; Event (particle physics); Fracture (geology); Geodesy; Geotechnical engineering","score_opus":0.022796675601301625,"score_gpt":0.26108546075263295,"score_spread":0.2382887851513313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054714243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652332,0.0010382321,0.019731078,0.0040798974,0.0002520708,0.00023890375,0.000021953841,0.00038885468,0.009015781],"genre_scores_gemma":[0.9982952,0.00021724954,0.0010772119,0.00026501948,0.000038928138,0.0000033239528,0.000012682752,0.000005011609,0.00008540311],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887425,0.00004476243,0.00025209886,0.00020337575,0.00016103285,0.00046449783],"domain_scores_gemma":[0.99903816,0.00015371657,0.00017751516,0.0004887859,0.000065064596,0.0000767536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033211807,0.00017308988,0.00018361099,0.00020699813,0.00032641826,0.000032173943,0.0005589081,0.00015223162,0.00016734726],"category_scores_gemma":[0.000090480135,0.00011449818,0.00009357963,0.00025207925,0.0004008995,0.00023747496,0.000043425276,0.00040491778,0.000110995665],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087900495,0.0001668042,0.06349255,0.000027051537,0.00015970701,0.0000040900213,0.00083205977,0.030248478,0.0011352297,0.0064791585,0.007676867,0.8896901],"study_design_scores_gemma":[0.0005277497,0.0004969335,0.164805,0.0002919999,0.00004480678,0.00008411018,0.000667858,0.5305287,0.13736434,0.14507788,0.01929713,0.00081345637],"about_ca_topic_score_codex":0.0034312743,"about_ca_topic_score_gemma":0.000019582347,"teacher_disagreement_score":0.8888766,"about_ca_system_score_codex":0.000028261913,"about_ca_system_score_gemma":0.00009498595,"threshold_uncertainty_score":0.51870835},"labels":[],"label_agreement":null},{"id":"W2055296337","doi":"10.1190/1.1817787","title":"Calibrating borehole seismic attributes with passive seismic data","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Borehole; Vertical seismic profile; Geology; Passive seismic; Seismology; Computer science; Geotechnical engineering","score_opus":0.028698647940991855,"score_gpt":0.22444428939397826,"score_spread":0.1957456414529864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055296337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4795197,0.0014176915,0.26250848,0.013048195,0.00079894933,0.0009127852,0.0011449906,0.002213717,0.23843548],"genre_scores_gemma":[0.97374046,0.000028511815,0.016707571,0.0072565754,0.000044764896,7.957332e-7,0.00053322554,0.0000063256643,0.0016817851],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875504,0.00009117977,0.0001733429,0.00040882945,0.00022975975,0.00034182603],"domain_scores_gemma":[0.9990716,0.00012064723,0.00007337047,0.0005795649,0.000035976987,0.000118843134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002627831,0.00016083312,0.00015794713,0.00006847539,0.00021487076,0.00010718629,0.00043772973,0.000052664564,0.0016819001],"category_scores_gemma":[0.00007231493,0.000109894834,0.000022489856,0.0002526254,0.00010783898,0.000628518,0.000025046054,0.00016660157,0.00022442802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029505476,0.000039039896,0.27640837,0.000031453837,0.0000613308,0.00008244457,0.00018844451,0.0045307996,0.000046398985,0.00045780253,0.5725913,0.1455331],"study_design_scores_gemma":[0.00029546535,0.00013035588,0.0025056077,0.00003278194,0.000019123258,0.00009329204,0.00062761566,0.65174216,0.006826685,0.0008231986,0.33657724,0.00032647673],"about_ca_topic_score_codex":0.004260328,"about_ca_topic_score_gemma":0.000063955966,"teacher_disagreement_score":0.6472114,"about_ca_system_score_codex":0.00000408491,"about_ca_system_score_gemma":0.0001049279,"threshold_uncertainty_score":0.9992307},"labels":[],"label_agreement":null},{"id":"W2055298247","doi":"10.1190/geo2011-0482.1","title":"Performance of low-fold scalar migration for downhole seismic imaging of massive sulfide ore deposits at Norman West, Sudbury, Canada","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy; Mira Geoscience (Canada); Cégep de Rimouski; Université du Québec à Rimouski; Geological Survey of Canada","funders":"","keywords":"Geology; Borehole; Seismology; Fold (higher-order function); Vertical seismic profile; Induced polarization; Geophysical imaging; Seismic migration; Mineralogy; Geochemistry; Petrology; Paleontology","score_opus":0.005733705526223087,"score_gpt":0.18215602743276377,"score_spread":0.17642232190654067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055298247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982528,0.0002032668,0.0003326087,0.00017270524,0.00023738536,0.00015389925,0.00012534407,0.000023084964,0.0004989156],"genre_scores_gemma":[0.998228,0.000027824397,0.0007848575,0.0005194069,0.00008563555,0.000001993912,0.0001948594,0.000004998516,0.0001523973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991396,0.00002039702,0.00021492218,0.00012475574,0.0002112383,0.00028905066],"domain_scores_gemma":[0.99942034,0.00006200126,0.00017573558,0.00016929071,0.00009611639,0.00007648525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012710839,0.000116416275,0.00016693908,0.000043131986,0.000116180636,0.000007778689,0.00014967757,0.000030042473,0.000041066192],"category_scores_gemma":[0.0000099135905,0.0001043562,0.000047096644,0.00013038798,0.00006210576,0.0003398384,0.000016930799,0.00006354624,0.000011108429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005181959,0.00002168485,0.9517637,0.00020211723,0.000015780997,8.215202e-7,0.00030752405,0.0010935148,0.0024825037,0.000013048386,0.013407508,0.030639991],"study_design_scores_gemma":[0.00031996114,0.000120056604,0.4413658,0.00012123617,0.000047769925,0.000008316316,0.00018783406,0.20984924,0.34258106,0.00009748843,0.005009864,0.00029133787],"about_ca_topic_score_codex":0.3342133,"about_ca_topic_score_gemma":0.02374673,"teacher_disagreement_score":0.51039785,"about_ca_system_score_codex":0.0000208986,"about_ca_system_score_gemma":0.000108448905,"threshold_uncertainty_score":0.9940674},"labels":[],"label_agreement":null},{"id":"W2055327831","doi":"10.1190/segam2014-1242.1","title":"Making the most out of the least (squares migration)","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","score_opus":0.023046434036690464,"score_gpt":0.22899349744695588,"score_spread":0.20594706341026542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055327831","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3831092,0.00034085166,0.013016813,0.04789434,0.0016259957,0.00037020247,0.000026529997,0.00027765354,0.5533384],"genre_scores_gemma":[0.99321127,0.000005013237,0.000381948,0.0049108253,0.00004285986,2.1222486e-7,0.000002720121,8.533793e-7,0.0014443028],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958575,0.000059578782,0.000084687636,0.00006545512,0.00012643488,0.0000780736],"domain_scores_gemma":[0.9996657,0.00008523821,0.000043360615,0.0001740825,0.000021049016,0.000010580024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021740861,0.000041777283,0.000044522592,0.000014486267,0.0001396444,0.000024456684,0.0002317467,0.000015768674,0.000760643],"category_scores_gemma":[0.000050292725,0.00001764722,0.000031215957,0.00007493,0.00009591341,0.000060891456,0.000009364617,0.00005534785,0.000068467176],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007833785,0.00000722057,0.46997443,0.000010313883,0.000008382283,1.288684e-7,0.00079729134,0.00034298084,0.000099471945,0.0022302184,0.29352167,0.23300004],"study_design_scores_gemma":[0.00008893096,0.00005670334,0.18554503,0.00003886781,0.000011480471,0.000004156971,0.00090948516,0.14176302,0.0076542688,0.0037308573,0.6600774,0.00011979877],"about_ca_topic_score_codex":0.002770416,"about_ca_topic_score_gemma":0.00062978343,"teacher_disagreement_score":0.61010206,"about_ca_system_score_codex":6.9522014e-7,"about_ca_system_score_gemma":0.000010702431,"threshold_uncertainty_score":0.83285075},"labels":[],"label_agreement":null},{"id":"W2055451351","doi":"10.1007/s10712-009-9076-0","title":"Radon Transform Methods and Their Applications in Mapping Mantle Reflectivity Structure","year":2009,"lang":"en","type":"article","venue":"Surveys in Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Radon; Radon transform; Geology; Interpolation (computer graphics); Mantle (geology); Computer science; Remote sensing; Geophysics; Physics; Image (mathematics); Artificial intelligence","score_opus":0.018409290639408583,"score_gpt":0.2829326567208037,"score_spread":0.2645233660813951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055451351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90642905,0.0003566037,0.08618372,0.00041848415,0.00007855435,0.00033071538,0.00007313495,0.00008730333,0.0060424176],"genre_scores_gemma":[0.99167264,0.000055644556,0.007915557,0.0002502431,0.000023046592,0.0000010053283,0.0000558791,0.000001926118,0.000024066889],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99906975,0.00038096815,0.00012332953,0.00019503795,0.000057283523,0.00017362389],"domain_scores_gemma":[0.9996363,0.0001622544,0.000029067716,0.00013052697,0.000011505295,0.000030379604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010737856,0.00010086426,0.00014884595,0.000099272314,0.00006258549,0.000021762875,0.000104413164,0.0000544903,0.000026673099],"category_scores_gemma":[0.000011608809,0.000081037026,0.000021808326,0.00041097094,0.00004249768,0.00015653652,0.0000039577503,0.00020136536,0.0000020230336],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021755218,0.000010957687,0.034769066,0.000007145454,0.0000014416808,5.015892e-7,0.00055502966,0.000024957977,0.000512776,0.000046276487,0.000022151582,0.9640475],"study_design_scores_gemma":[0.0001324846,0.000036708552,0.86405766,0.000015632106,0.0000011907969,0.0000017973783,0.00029147978,0.007225782,0.006007219,0.12055888,0.001527642,0.0001434939],"about_ca_topic_score_codex":0.0036139602,"about_ca_topic_score_gemma":0.00053924683,"teacher_disagreement_score":0.963904,"about_ca_system_score_codex":0.0000070290616,"about_ca_system_score_gemma":0.000016892991,"threshold_uncertainty_score":0.5463251},"labels":[],"label_agreement":null},{"id":"W2055465669","doi":"10.1029/2006jb004867","title":"P wave velocities, anisotropy and hysteresis in ultrahigh‐pressure metamorphic rocks as a function of confining pressure","year":2007,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Bedford Institute of Oceanography; Polytechnique Montréal","funders":"Government of Jiangsu Province; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Geology; Coesite; Overburden pressure; Metamorphic rock; Gneiss; Anisotropy; Eclogite; Petrology; Mineralogy; Geophysics; Seismology; Geotechnical engineering; Tectonics","score_opus":0.03031025430148838,"score_gpt":0.27895586695194546,"score_spread":0.2486456126504571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055465669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99095255,0.004484867,0.00090599584,0.00029260898,0.0001241856,0.00013620792,0.000017446051,0.000015157072,0.003071002],"genre_scores_gemma":[0.99741966,0.00026187216,0.0012381414,0.00011741642,0.00016597981,3.843173e-7,0.0000032662167,0.000005884401,0.0007874003],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976297,0.00028101355,0.00048423975,0.0001949439,0.00097174576,0.0004383413],"domain_scores_gemma":[0.9977909,0.0012438053,0.00023166537,0.00014790829,0.00037829543,0.00020746358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019518223,0.00013526963,0.0003810914,0.00009371324,0.000120955076,0.00006486962,0.00023498168,0.00010743792,0.00069780863],"category_scores_gemma":[0.0005739899,0.00010252252,0.00009768905,0.00040381667,0.0003205568,0.0003782931,0.000030704236,0.00074838987,0.00000952286],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008209813,0.000503583,0.23258863,0.0007536193,0.0009843239,0.0007201206,0.0031613535,0.0012705161,0.017166017,0.002512139,0.02070825,0.7114216],"study_design_scores_gemma":[0.0020523851,0.005277362,0.85794884,0.0006933721,0.00018346756,0.00011222237,0.0059793964,0.015654162,0.021427931,0.024753941,0.065498255,0.00041867179],"about_ca_topic_score_codex":0.011817604,"about_ca_topic_score_gemma":0.00017929892,"teacher_disagreement_score":0.71100295,"about_ca_system_score_codex":0.0000080843965,"about_ca_system_score_gemma":0.00015462836,"threshold_uncertainty_score":0.9947628},"labels":[],"label_agreement":null},{"id":"W2055510883","doi":"10.2118/04-10-01","title":"Comparison of Borehole Velocity-Prediction Models and Estimation of Fluid Saturation Effects: From Rock Physics to Exploration Problem","year":2004,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Canadian Wood Council","funders":"","keywords":"Saturation (graph theory); Moduli; Borehole; Matrix (chemical analysis); Porosity; Elastic modulus; Geometry; Geology; Mineralogy; Mechanics; Materials science; Mathematics; Geotechnical engineering; Physics; Thermodynamics; Composite material","score_opus":0.015532848366452742,"score_gpt":0.2275289488970345,"score_spread":0.21199610053058177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055510883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7892306,0.00043743532,0.20655802,0.003278892,0.0001321971,0.0001071022,0.000056835743,0.000028789027,0.0001701128],"genre_scores_gemma":[0.96933407,0.00006628003,0.03041032,0.000116609546,0.000033087512,7.619829e-7,0.00003357841,0.0000029351727,0.0000023483003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992057,0.000024122905,0.00037891552,0.000096294294,0.00017413218,0.00012083843],"domain_scores_gemma":[0.99932396,0.000028304768,0.00031711056,0.000098382545,0.00013360678,0.00009864266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014258082,0.00008061311,0.00024111709,0.0009125367,0.000058595007,0.000013481475,0.0001249039,0.00011754304,0.0000055544383],"category_scores_gemma":[0.000054566397,0.000075621814,0.000030273593,0.00041900846,0.000045639674,0.00047153304,0.000005470128,0.00016752922,0.0000019435752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062278494,0.000029492066,0.012623854,0.0000422273,0.00003775179,0.000004279448,0.0009340165,0.7930834,0.005364137,0.0007862453,0.0021130913,0.18491918],"study_design_scores_gemma":[0.00077494327,0.0015733502,0.007900776,0.0003086287,0.00006323642,0.000025037218,0.00076906814,0.75105953,0.15397514,0.08228911,0.001109053,0.00015215258],"about_ca_topic_score_codex":0.041484743,"about_ca_topic_score_gemma":0.0069391094,"teacher_disagreement_score":0.18476702,"about_ca_system_score_codex":0.000044200464,"about_ca_system_score_gemma":0.00016273772,"threshold_uncertainty_score":0.9648981},"labels":[],"label_agreement":null},{"id":"W2055798239","doi":"10.1190/1.3477966","title":"Petroleum reservoir characterization using downhole microseismic monitoring","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":440,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Microseism; Geophone; Geology; Seismology; Fracture (geology); Hydraulic fracturing; Geophysical imaging; Petroleum engineering; Mining engineering; Geotechnical engineering","score_opus":0.014337203086023558,"score_gpt":0.22370417483549307,"score_spread":0.2093669717494695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055798239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99675393,0.000013221372,0.00067713985,0.00015672865,0.0011209656,0.000054442164,0.00003592687,0.00014392064,0.001043699],"genre_scores_gemma":[0.9958474,0.000012646076,0.0027390353,0.0003645966,0.0005279876,4.4668056e-7,0.00011988111,0.000005239197,0.00038278944],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992927,0.000018512203,0.00011972711,0.0001859612,0.00015038259,0.00023276062],"domain_scores_gemma":[0.9995704,0.000019484542,0.00006893581,0.00021910618,0.00004026163,0.00008175649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011509765,0.00010461407,0.00009794293,0.000057671536,0.00022245,0.00008410873,0.00018540815,0.000058974903,0.00026327188],"category_scores_gemma":[0.000014574039,0.00009864293,0.00003575485,0.00013998857,0.00005553603,0.0003517273,0.000015147177,0.00024888065,0.00016623108],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014295751,0.000019302595,0.20240179,0.00001388449,0.0000085132815,0.0000058901283,0.00018570462,0.00025546094,0.7362835,0.000024558245,0.00046366925,0.06032344],"study_design_scores_gemma":[0.0003750327,0.000107327825,0.45987827,0.000063647516,0.0000308246,0.000033009186,0.0001661811,0.18684348,0.2687826,0.0025751153,0.080479376,0.0006651595],"about_ca_topic_score_codex":0.0022012815,"about_ca_topic_score_gemma":0.000004877828,"teacher_disagreement_score":0.46750093,"about_ca_system_score_codex":0.0000034937837,"about_ca_system_score_gemma":0.00003956519,"threshold_uncertainty_score":0.4022542},"labels":[],"label_agreement":null},{"id":"W2055952809","doi":"10.1190/1.1817657","title":"Joint PP‐PS inversion at Pikes Peak oilfield, Saskatchewan","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Geology; Joint (building); Geomorphology; Engineering; Structural basin; Structural engineering","score_opus":0.016478483778747242,"score_gpt":0.1920010524269037,"score_spread":0.17552256864815646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055952809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5629371,0.00033692748,0.0007985698,0.0016878932,0.00048731838,0.00011752353,0.0000074066197,0.0003678227,0.43325946],"genre_scores_gemma":[0.96925026,0.00006995458,0.0042131953,0.0069955317,0.00003229476,4.3404887e-7,0.000026156084,0.000003171506,0.019408995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990724,0.00007347743,0.00015825056,0.00023635488,0.00019930319,0.00026023292],"domain_scores_gemma":[0.9995251,0.000058161946,0.000042763797,0.00021473928,0.000027147797,0.00013206156],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026574498,0.00012358556,0.00012754116,0.00006338956,0.00020673097,0.000037216283,0.00013037874,0.000071673596,0.025127787],"category_scores_gemma":[0.000054408098,0.0000938315,0.00007129428,0.0001244912,0.00006863412,0.00016533144,0.000014280191,0.00011531382,0.0013127329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027729391,0.00003069176,0.14406584,0.000026414791,0.000017069733,0.000026842814,0.0009264662,0.00006275487,0.0016128196,0.0006130635,0.75307906,0.09951127],"study_design_scores_gemma":[0.00034778588,0.00017352431,0.009139493,0.000023981615,0.000014368201,0.000048944265,0.0026702117,0.007149176,0.13616417,0.0027458263,0.84112805,0.0003944499],"about_ca_topic_score_codex":0.007934945,"about_ca_topic_score_gemma":0.0006103467,"teacher_disagreement_score":0.41385046,"about_ca_system_score_codex":0.000010094592,"about_ca_system_score_gemma":0.000044460092,"threshold_uncertainty_score":0.99946487},"labels":[],"label_agreement":null},{"id":"W2055981884","doi":"10.1190/1.1487068","title":"Experimental determination of the elastic coefficients of an orthorhombic material","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; American Chemical Society Petroleum Research Fund","keywords":"Anisotropy; Orthorhombic crystal system; Phase velocity; Materials science; Elastic modulus; Dispersion (optics); Polarization (electrochemistry); Optics; Diffraction; Mechanics; Physics; Acoustics; Composite material","score_opus":0.009340653524639685,"score_gpt":0.21987769225598183,"score_spread":0.21053703873134214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055981884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982924,0.000009232709,0.00044856285,0.00000902476,0.0002886294,0.00005720808,0.00002298769,0.00001616341,0.00085582613],"genre_scores_gemma":[0.9994803,0.0000015355077,0.000345355,0.00006298718,0.000030295718,2.652785e-7,0.000023629918,0.0000014494067,0.000054198317],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995759,0.000031409556,0.00010023643,0.000073257404,0.0001412536,0.0000779324],"domain_scores_gemma":[0.99974895,0.000013674978,0.0000738601,0.00012256223,0.000023213855,0.000017726466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051617015,0.000046191413,0.00006706037,0.000019375108,0.000045575136,0.000006784725,0.00013445315,0.000018927742,0.00020265795],"category_scores_gemma":[0.00000558219,0.000032610293,0.000028464872,0.00010184028,0.00008280978,0.000094740826,0.000009581566,0.00002637423,0.000009178845],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027926578,0.0005698213,0.12668274,0.00006797681,0.000017186321,0.00000639071,0.0022388597,0.0006836484,0.12853418,0.00027109482,0.0006192047,0.74002963],"study_design_scores_gemma":[0.00025836358,0.00037723605,0.13559286,0.000034011173,0.000015119507,0.000010299371,0.00033934755,0.05008964,0.81130326,0.0010797177,0.0007694348,0.0001307206],"about_ca_topic_score_codex":0.00081325206,"about_ca_topic_score_gemma":0.000003430941,"teacher_disagreement_score":0.7398989,"about_ca_system_score_codex":0.0000017083169,"about_ca_system_score_gemma":0.000013248426,"threshold_uncertainty_score":0.22189625},"labels":[],"label_agreement":null},{"id":"W2056213140","doi":"10.1190/1.2792895","title":"Open‐source system for geophysical data processing and visualization","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Unix; Visualization; Software; Source code; OpenGL; Graphical user interface; Interface (matter); User interface; Computer graphics (images); Operating system","score_opus":0.040393828873599116,"score_gpt":0.29825695029909677,"score_spread":0.25786312142549767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056213140","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04725191,0.0002132035,0.9235319,0.0002937133,0.00013081572,0.00044606093,0.00003998413,0.00038092767,0.027711509],"genre_scores_gemma":[0.98728585,0.0000031754414,0.010956893,0.000747068,0.0000694003,3.3033098e-7,0.00022834589,0.0000023943649,0.0007065338],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951446,0.000009600083,0.0000940961,0.00018990571,0.00007320117,0.00011872196],"domain_scores_gemma":[0.9997052,0.000057984893,0.00003338835,0.00013336034,0.000023956454,0.00004608764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005238932,0.000047616726,0.000067579334,0.000030909774,0.00014585737,0.0001461791,0.00029323285,0.000023059023,0.000030985833],"category_scores_gemma":[0.0000205936,0.000036139583,0.000005673885,0.000076717566,0.000028811348,0.00044360824,0.000048328497,0.000023206832,0.000009612757],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035650773,0.000008028375,0.015328353,0.00009330039,0.0000032081214,9.0160233e-7,0.00008808246,0.000004076924,0.000041919786,0.0005326503,0.01829256,0.9655713],"study_design_scores_gemma":[0.00023300553,0.0000686948,0.006973873,0.000054036806,0.000011158259,0.000014727761,0.00089977914,0.81507796,0.0024678244,0.00018873812,0.17387766,0.00013254795],"about_ca_topic_score_codex":0.002404158,"about_ca_topic_score_gemma":0.00003979151,"teacher_disagreement_score":0.9654387,"about_ca_system_score_codex":0.0000016910193,"about_ca_system_score_gemma":0.000015161108,"threshold_uncertainty_score":0.36343837},"labels":[],"label_agreement":null},{"id":"W2056474019","doi":"10.2118/97808-pa","title":"Understanding Reservoir Architectures and Steam-Chamber Growth at Christina Lake, Alberta, by Using 4D Seismic and Crosswell Seismic Imaging","year":2007,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Oil sands; Geology; Lithology; Petroleum engineering; Facies; Coring; Asphalt; Petrology; Structural basin; Engineering; Drilling; Geomorphology; Archaeology; Geography","score_opus":0.04108456530245987,"score_gpt":0.2605058023999894,"score_spread":0.2194212370975295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056474019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951212,0.0028497204,0.042760924,0.0006610094,0.00020129023,0.00036892048,0.000038725862,0.00016880388,0.0017386003],"genre_scores_gemma":[0.9966036,0.00017609421,0.0023673326,0.00035611732,0.00011245759,0.0000018974212,0.00012466781,0.000026331649,0.00023149031],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977152,0.000099927536,0.00039044104,0.0005320738,0.0006365215,0.00062586175],"domain_scores_gemma":[0.9988453,0.00043963283,0.00013093714,0.00024884645,0.00009386684,0.00024145839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021479481,0.0003196721,0.00026363198,0.00035166327,0.0005133479,0.0002106651,0.00014974877,0.00010320007,0.00028923148],"category_scores_gemma":[0.00026009788,0.0003113727,0.000054215776,0.00032890512,0.0001790257,0.0003392823,0.00008438852,0.00031859218,0.000011490455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023067849,0.00002908018,0.21272042,0.00046475863,0.00011078761,0.00006224655,0.0021336684,0.75824195,0.004887697,0.00010257712,0.009180522,0.011835627],"study_design_scores_gemma":[0.00052637234,0.000038413666,0.006616581,0.00016190083,0.00004469634,0.00016597037,0.0002517906,0.9822457,0.0027601596,0.0009712097,0.005827657,0.00038959304],"about_ca_topic_score_codex":0.0069017354,"about_ca_topic_score_gemma":0.00088488776,"teacher_disagreement_score":0.22400372,"about_ca_system_score_codex":0.00012801915,"about_ca_system_score_gemma":0.000059705413,"threshold_uncertainty_score":0.99993384},"labels":[],"label_agreement":null},{"id":"W2057485255","doi":"10.1190/geo2011-0399.1","title":"A tensor higher-order singular value decomposition for prestack seismic data noise reduction and interpolation","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":209,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Singular value decomposition; Interpolation (computer graphics); Noise (video); Tensor (intrinsic definition); Rank (graph theory); Noise reduction; Algorithm; Prestack; Synthetic data; Mathematics; Computer science; Geology; Seismology; Geometry; Combinatorics; Artificial intelligence","score_opus":0.026183171381238615,"score_gpt":0.26571537430056347,"score_spread":0.23953220291932487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057485255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93922514,0.000605423,0.055328332,0.0017013374,0.0012544477,0.0004713352,0.00025598414,0.00022087448,0.00093714526],"genre_scores_gemma":[0.97523236,0.000029761566,0.02227851,0.0006386199,0.00039024896,0.0000016437906,0.0012544902,0.000005171907,0.00016920139],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993841,0.00003367963,0.00011022736,0.00019063307,0.00009220886,0.00018912031],"domain_scores_gemma":[0.99955493,0.000042537285,0.00006419264,0.00023736185,0.000041317133,0.000059653812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017327389,0.00008940392,0.000088427725,0.000038847935,0.00013881791,0.000046193432,0.000111216155,0.000043207878,0.000039882332],"category_scores_gemma":[0.00001474317,0.000082098,0.000018827868,0.00008678703,0.000049903516,0.00079342775,0.00002134973,0.00006513305,0.000030884636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003398551,0.00022286644,0.038412534,0.00020405535,0.0001058079,0.0000013341793,0.0017457621,0.0009350199,0.0100797955,0.0013027055,0.13415974,0.8124905],"study_design_scores_gemma":[0.00038374236,0.0001586531,0.04445833,0.000054329044,0.00008655108,0.000020834648,0.00012714956,0.86253554,0.0026265734,0.0087593915,0.08046612,0.0003228042],"about_ca_topic_score_codex":0.0011490836,"about_ca_topic_score_gemma":8.6012676e-7,"teacher_disagreement_score":0.8616005,"about_ca_system_score_codex":0.000004213778,"about_ca_system_score_gemma":0.0000134599995,"threshold_uncertainty_score":0.33478594},"labels":[],"label_agreement":null},{"id":"W2057486045","doi":"10.1190/1.3167784","title":"Seismic characterization of a CO2 flood in the Ardley coals, Alberta, Canada","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Flood myth; Geology; Reservoir modeling; Mining engineering; Archaeology; Geochemistry; Geography; Petroleum engineering","score_opus":0.011076855248180468,"score_gpt":0.2003485586723807,"score_spread":0.18927170342420022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057486045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819319,0.000057612117,0.00009728289,0.009286922,0.00016222877,0.000113341484,0.000013756342,0.000016708773,0.008320243],"genre_scores_gemma":[0.9906119,0.000026270363,0.000016483767,0.008484588,0.000048948314,4.0499407e-7,0.00004690434,0.0000013080036,0.00076318014],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9994159,0.00008861011,0.00012673278,0.00008541151,0.00013901622,0.0001443555],"domain_scores_gemma":[0.9996204,0.0001294663,0.000059152146,0.00016088756,0.000012585859,0.000017524755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003058631,0.00006468999,0.0000945493,0.00003449768,0.00007818618,0.000019243582,0.0002803723,0.000022529983,0.00006967918],"category_scores_gemma":[0.000030947558,0.000036770525,0.000019137437,0.00016713334,0.00003610163,0.00007135885,0.0000029924465,0.00011381367,0.000028520239],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014523983,0.00012223626,0.27943498,0.00007375285,0.000044299173,0.0000316728,0.018929865,0.0021984216,0.00787366,0.0007469811,0.3540446,0.33635432],"study_design_scores_gemma":[0.0003377755,0.00016551302,0.6678851,0.0001226828,0.000026414362,0.000046665504,0.0007071488,0.08599595,0.01412907,0.0011760227,0.22912133,0.00028632436],"about_ca_topic_score_codex":0.5723322,"about_ca_topic_score_gemma":0.110028125,"teacher_disagreement_score":0.4623041,"about_ca_system_score_codex":0.000006524263,"about_ca_system_score_gemma":0.00007408798,"threshold_uncertainty_score":0.90621156},"labels":[],"label_agreement":null},{"id":"W2057731302","doi":"10.1190/1.3054800","title":"Numerical modeling of seismic acquisition footprint","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Footprint; Computer science; Numerical models; Geology; Numerical modeling; Geophysics","score_opus":0.024056172678883665,"score_gpt":0.2153078643427462,"score_spread":0.19125169166386255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057731302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78501546,0.00009875827,0.1592055,0.00038765624,0.000092583214,0.000052943346,0.0000031542788,0.00016165565,0.054982305],"genre_scores_gemma":[0.9928306,0.000042760672,0.0060638282,0.00086824736,0.000021804444,1.5600064e-7,0.000010858363,0.0000011756666,0.00016062276],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953854,0.000016946635,0.00012022545,0.000099588615,0.00012222788,0.000102472855],"domain_scores_gemma":[0.99980253,0.000017127713,0.00002424164,0.00009117909,0.000025912084,0.000038999755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007572851,0.00004894081,0.00008054943,0.000049599686,0.000060486178,0.0000033831195,0.00008237849,0.00002005436,0.000838761],"category_scores_gemma":[0.0000059634012,0.000038797563,0.000037836122,0.00008198383,0.000036837497,0.00005944525,0.00000391326,0.000049310805,0.0000740215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095916854,0.00007714103,0.2962552,0.000040953084,0.0000288911,0.00003167813,0.0007543051,0.4630711,0.00039472387,0.00033084958,0.012560525,0.22635871],"study_design_scores_gemma":[0.00005799994,0.00003652472,0.0039081285,0.000005508828,0.0000016170425,0.000028789942,0.0000408154,0.99002016,0.0042942753,0.00087164104,0.00067763217,0.00005690802],"about_ca_topic_score_codex":0.0075506386,"about_ca_topic_score_gemma":0.0000013749116,"teacher_disagreement_score":0.52694905,"about_ca_system_score_codex":0.0000016695744,"about_ca_system_score_gemma":0.000017229459,"threshold_uncertainty_score":0.9990582},"labels":[],"label_agreement":null},{"id":"W2058307964","doi":"10.1190/1.1851076","title":"High resolution least‐squares wave equation AVA imaging: Feasibility study with a data set from the Western Canadian Sedimentary Basin","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada); University of Alberta","funders":"","keywords":"Structural basin; Geology; Sedimentary rock; Least-squares function approximation; Data set; Resolution (logic); Remote sensing; Geomorphology; Computer science; Paleontology; Statistics; Mathematics; Artificial intelligence","score_opus":0.06852577708639246,"score_gpt":0.2503501782974777,"score_spread":0.18182440121108523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058307964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96371585,0.00012704816,0.0029302721,0.029518662,0.00026070792,0.0008216337,0.0013331779,0.00020631366,0.00108635],"genre_scores_gemma":[0.98266065,0.000004999795,0.0019159747,0.012510196,0.000089809146,0.0000013750791,0.0027324567,0.000004320446,0.00008021592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855095,0.00016722475,0.00018394907,0.00046762405,0.00034969984,0.00028056637],"domain_scores_gemma":[0.9988545,0.00009401052,0.000060240338,0.00080315454,0.000042223743,0.00014587553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006353065,0.0001485975,0.00012402862,0.000066455745,0.00034094445,0.00013935332,0.00045471542,0.00002920491,0.0008323521],"category_scores_gemma":[0.00003061811,0.0000911082,0.000017637165,0.00016463849,0.0001124489,0.0006223041,0.000035747235,0.00016607175,0.0000978305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006225056,0.00003510088,0.9547885,0.0000014361082,0.00002032817,0.000021042199,0.0006484973,0.00023454595,0.0000010162319,0.000005429629,0.038005322,0.0061765336],"study_design_scores_gemma":[0.0009067256,0.00028936678,0.96116877,0.00003323308,0.00005921034,0.000013610896,0.0042688074,0.021040611,0.00013087076,0.0009210118,0.010930115,0.00023764145],"about_ca_topic_score_codex":0.99150044,"about_ca_topic_score_gemma":0.6519308,"teacher_disagreement_score":0.3395697,"about_ca_system_score_codex":0.000055330565,"about_ca_system_score_gemma":0.0002646463,"threshold_uncertainty_score":0.9113672},"labels":[],"label_agreement":null},{"id":"W2058322662","doi":"10.1046/j.1365-2478.2002.00318.x","title":"Depth imaging in anisotropic media by symmetric non‐stationary phase shift","year":2002,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Extrapolation; Seismic migration; Anisotropy; Operator (biology); Geology; Transverse isotropy; Interpolation (computer graphics); Isotropy; Mathematical analysis; Physics; Optics; Mathematics; Geophysics; Classical mechanics; Chemistry","score_opus":0.011730457506102403,"score_gpt":0.22531596365981335,"score_spread":0.21358550615371094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058322662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773557,0.0006723971,0.0008549151,0.0009507631,0.00025712937,0.00020630636,0.000028969178,0.0002534403,0.019420365],"genre_scores_gemma":[0.9977675,0.00002537657,0.001117179,0.00075641536,0.00015818539,0.0000022870083,0.000052541895,0.000006143928,0.00011437706],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987855,0.00003794577,0.00022105707,0.00032730188,0.0002574849,0.00037073478],"domain_scores_gemma":[0.99948156,0.00019899977,0.000073780924,0.00013242276,0.000019817035,0.000093435614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013618424,0.00014003325,0.00016436777,0.00016597504,0.00016104286,0.000065139844,0.00017152232,0.000031681706,0.00059100357],"category_scores_gemma":[0.0001080583,0.00012990633,0.00004939781,0.0006410152,0.000068155045,0.00036885962,0.000015727766,0.0002587389,0.000398364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000130029175,0.00019435032,0.36021164,0.00001716888,0.0000049235605,0.000055890614,0.0009530075,0.000029808936,0.00028826846,0.00014166985,0.01103599,0.6270543],"study_design_scores_gemma":[0.0018057841,0.00020253095,0.37634233,0.00006712503,0.00001469063,0.000017206383,0.00052506535,0.6030112,0.0026286058,0.011681266,0.0031338278,0.0005703676],"about_ca_topic_score_codex":0.0032582218,"about_ca_topic_score_gemma":0.000028756214,"teacher_disagreement_score":0.6264839,"about_ca_system_score_codex":0.00001661051,"about_ca_system_score_gemma":0.0000091340835,"threshold_uncertainty_score":0.6471075},"labels":[],"label_agreement":null},{"id":"W2058442676","doi":"10.1190/1.1620619","title":"Seismic impedance inversion and interpretation of a gas carbonate reservoir in the Alberta Foothills, western Canada","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Texas at Dallas","keywords":"Geology; Foothills; Porosity; Carbonate; Carbonate rock; Inversion (geology); Mineralogy; Clastic rock; Petrology; Seismology; Geomorphology; Paleontology; Sedimentary rock; Structural basin; Geotechnical engineering","score_opus":0.006620647609091467,"score_gpt":0.1895664804488817,"score_spread":0.1829458328397902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058442676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545205,0.00015958432,0.000034428867,0.0005857547,0.000084431726,0.000082285536,0.000009888384,0.0000062312497,0.0035853216],"genre_scores_gemma":[0.99804413,0.000056973473,0.00006558716,0.0016964268,0.000008583595,6.400906e-7,0.000015538704,0.0000018010966,0.00011032209],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937135,0.00010808619,0.00011594074,0.00012208226,0.00015394909,0.00012858257],"domain_scores_gemma":[0.99960655,0.0001561544,0.000059694325,0.00013716971,0.00001987448,0.000020528169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017498604,0.00007174524,0.00009414962,0.000029530163,0.000043593744,0.000013578036,0.00012734962,0.000022944116,0.000010735258],"category_scores_gemma":[0.000038549013,0.00005272485,0.000016091893,0.00014844959,0.00004997152,0.0001091888,0.0000069925654,0.00010047452,0.0000027506378],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009034618,0.000041376974,0.87644017,0.00017447503,0.00002729435,0.000019857116,0.009478499,0.0057494864,0.00012023111,0.0005810566,0.013583755,0.093693435],"study_design_scores_gemma":[0.00071188336,0.00026060568,0.15780869,0.0002152274,0.000029735198,0.000027345026,0.0030908363,0.77721274,0.0030180777,0.021483846,0.035720855,0.0004201377],"about_ca_topic_score_codex":0.8826883,"about_ca_topic_score_gemma":0.43169084,"teacher_disagreement_score":0.7714633,"about_ca_system_score_codex":0.000006869078,"about_ca_system_score_gemma":0.00009747288,"threshold_uncertainty_score":0.5786793},"labels":[],"label_agreement":null},{"id":"W2058985615","doi":"10.1190/1.2792553","title":"Interpretive velocity‐model building for seismic data acquired across a complex structure in Southern Alberta, Canada","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology; Seismic velocity; Seismic vibrator; Section (typography); Seismic refraction; Statics","score_opus":0.02825214935376382,"score_gpt":0.2755959414228762,"score_spread":0.24734379206911236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058985615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89529556,0.000046290756,0.09829887,0.0008828707,0.00019725243,0.0002984849,0.0028438128,0.0000684362,0.0020684095],"genre_scores_gemma":[0.97567075,0.0000014623986,0.017491134,0.0054897545,0.0000375335,4.2460334e-7,0.00054605043,0.0000055342684,0.0007573465],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873924,0.000019786958,0.00023769567,0.00036723464,0.00017135894,0.00046465395],"domain_scores_gemma":[0.9991695,0.00030183213,0.00006514793,0.00033570544,0.000035354984,0.0000924039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004014077,0.00014677785,0.00017402059,0.000053563886,0.00013782296,0.00004655606,0.00063690497,0.00006681024,0.00037817896],"category_scores_gemma":[0.00010285783,0.00012238834,0.00002397245,0.00013614498,0.00007322682,0.00020261414,0.00006259003,0.00009831931,0.000004710316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010945437,0.00004529523,0.15031818,0.00014298814,0.00012132303,0.00004566061,0.023090266,0.0263749,0.0014645815,0.00017289094,0.2449912,0.55213815],"study_design_scores_gemma":[0.00019526052,0.000018925137,0.0025243296,0.000026593356,0.000004079351,0.000006266872,0.004560318,0.9807177,0.00071634515,0.000687553,0.0103526,0.00019000552],"about_ca_topic_score_codex":0.9656622,"about_ca_topic_score_gemma":0.9698427,"teacher_disagreement_score":0.95434284,"about_ca_system_score_codex":0.00003376462,"about_ca_system_score_gemma":0.0001974693,"threshold_uncertainty_score":0.4990852},"labels":[],"label_agreement":null},{"id":"W2059186208","doi":"10.1190/tle33090986.1","title":"Enhanced imaging with high-resolution full-waveform inversion and reverse time migration: A North Sea OBC case study","year":2014,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Seismic migration; Geology; Overburden; Inversion (geology); Regional geology; Environmental geology; Waveform; Economic geology; North sea; High resolution; Geophysical imaging; Seismology; Computer science; Remote sensing; Telecommunications; Telmatology; Tectonics; Oceanography; Geotechnical engineering","score_opus":0.010567572454212715,"score_gpt":0.20338807996259653,"score_spread":0.1928205075083838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059186208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99574167,0.000034237342,0.0013058295,0.00096485653,0.00012291882,0.00022437044,0.000004214459,0.00014692714,0.001454981],"genre_scores_gemma":[0.9975772,0.000010184799,0.00051602256,0.00086846825,0.000104681465,0.0000016810894,0.000028391894,0.0000047457097,0.0008886608],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916077,0.00011723575,0.00012188492,0.00022878744,0.00016581726,0.00020551644],"domain_scores_gemma":[0.9995057,0.00008859131,0.00007623332,0.00022210613,0.000038792386,0.00006855635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040989908,0.00012859625,0.00013097352,0.00007869844,0.00044648294,0.00007205277,0.00011741229,0.000022987137,0.00009297579],"category_scores_gemma":[0.000024556566,0.000080104124,0.000019879204,0.00018428684,0.000119251,0.00029409837,0.00001898413,0.00014892186,0.00031237738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004415549,0.0001396169,0.54396373,0.00007649137,0.000086040694,0.00050918205,0.017925994,0.0009776498,0.001127714,0.00003200891,0.10168409,0.33303592],"study_design_scores_gemma":[0.0017642442,0.0016409721,0.027614454,0.00015101106,0.00018353818,0.0017151821,0.006204837,0.9382316,0.003112085,0.00023706297,0.018388947,0.00075607834],"about_ca_topic_score_codex":0.010213298,"about_ca_topic_score_gemma":0.0015568719,"teacher_disagreement_score":0.93725395,"about_ca_system_score_codex":0.0000118781545,"about_ca_system_score_gemma":0.000016838578,"threshold_uncertainty_score":0.99637777},"labels":[],"label_agreement":null},{"id":"W2059781670","doi":"10.3997/2214-4609.20140720","title":"Seismic Efficiency and Overshoot of Fractures Associated with Stimulation in Heavy Oil Reservoirs","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Overshoot (microwave communication); Microseism; Flooding (psychology); Fault (geology); Geology; Water flooding; Environmental science; Range (aeronautics); Petroleum engineering; Seismology; Materials science; Engineering","score_opus":0.00917233947318315,"score_gpt":0.21433412845356836,"score_spread":0.2051617889803852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059781670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904911,0.00006525822,0.0000948824,0.0003622464,0.000018879742,0.00003865685,0.0000028452694,0.0000524026,0.008873731],"genre_scores_gemma":[0.999183,0.000017395607,0.00028915002,0.0003972485,0.000012255923,4.5296403e-7,0.000009128864,0.0000024751491,0.00008887643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939525,0.000010600234,0.00012185104,0.00015447996,0.00017431026,0.00014348915],"domain_scores_gemma":[0.99970126,0.00008274964,0.000086976834,0.00003560358,0.000055678433,0.000037732058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037928045,0.00007517595,0.000119196906,0.00012147784,0.00005065222,0.00002547425,0.00007911898,0.000048178306,0.000051261337],"category_scores_gemma":[0.0002015693,0.000057387388,0.000011332772,0.00022232934,0.000077116754,0.0001596824,0.00000673762,0.00010123703,0.0000016457707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060601815,0.000015838492,0.9745865,0.000034408025,0.0000035191667,2.8097406e-7,0.00061279273,0.001109031,0.000091361784,0.000028282311,0.0008656667,0.022591732],"study_design_scores_gemma":[0.00039581046,0.00025267855,0.4986899,0.00016148125,0.0000074752556,0.000002561948,0.0002115882,0.4952481,0.0027097764,0.0008887073,0.001310435,0.000121480596],"about_ca_topic_score_codex":0.0023185678,"about_ca_topic_score_gemma":0.000047156478,"teacher_disagreement_score":0.49413908,"about_ca_system_score_codex":0.0000048798024,"about_ca_system_score_gemma":0.000011973366,"threshold_uncertainty_score":0.35049963},"labels":[],"label_agreement":null},{"id":"W2060125231","doi":"10.3997/2214-4609.20145378","title":"Hydraulic Fracture Optimization Using 3D Seismic Data","year":2010,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Geology; Oil shale; Fracture (geology); Stress (linguistics); Microseism; Geotechnical engineering; Petroleum engineering; Mining engineering; Seismology","score_opus":0.024625692636762092,"score_gpt":0.2431559166481812,"score_spread":0.2185302240114191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060125231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82273847,0.0003844089,0.07869536,0.00912588,0.0019031803,0.0006308857,0.00013425789,0.0016220441,0.084765546],"genre_scores_gemma":[0.9153222,0.000023624249,0.07775837,0.006391799,0.0002346956,2.5904174e-7,0.00015742103,0.000005566134,0.000106109015],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992167,0.0000032196272,0.000119634424,0.00029033405,0.00017143018,0.00019872337],"domain_scores_gemma":[0.9995978,0.000015356563,0.00007666946,0.00017377528,0.000060016908,0.00007640336],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024955158,0.000104511426,0.00009160908,0.00008443018,0.00016771443,0.00012553412,0.0004547373,0.00008961214,0.0011999822],"category_scores_gemma":[0.00007974695,0.000088807305,0.000016244416,0.00017915599,0.000060582024,0.00086346996,0.000034526616,0.00028545593,0.00006508569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054815944,0.00005584113,0.30725285,0.00012330218,0.000040012044,0.000009252345,0.0010728986,0.037622865,0.0023587719,0.00004672043,0.33007511,0.3212875],"study_design_scores_gemma":[0.00005796615,0.000011527122,0.0008315421,0.000009492355,0.000010079222,0.000029740622,0.00004411625,0.83043987,0.00085496163,0.00016844647,0.16743347,0.000108767825],"about_ca_topic_score_codex":0.0020235635,"about_ca_topic_score_gemma":0.0000039692723,"teacher_disagreement_score":0.792817,"about_ca_system_score_codex":0.0000022772763,"about_ca_system_score_gemma":0.000029706152,"threshold_uncertainty_score":0.99971306},"labels":[],"label_agreement":null},{"id":"W2060568755","doi":"10.2118/00-09-00","title":"A Multi-Offset Vertical Seismic Profiling (VSP) Experiment for Anisotropy Analysis and Imaging","year":2000,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Presentation (obstetrics); Geology; Petroleum industry; Oil shale; Offset (computer science); Graduate students; Seismic survey; Petroleum; Library science; Seismology; Paleontology; Psychology; Computer science","score_opus":0.009391683519933662,"score_gpt":0.2253501880592442,"score_spread":0.21595850453931054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060568755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737022,0.00203444,0.01255917,0.010868252,0.00013789957,0.00011573484,0.000062115716,0.00006970087,0.00045049426],"genre_scores_gemma":[0.95153403,0.00017890366,0.047015585,0.0011021516,0.000044552195,0.0000015372003,0.000012151407,0.0000050557505,0.00010603622],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989392,0.000027692102,0.00033239438,0.00018307549,0.00013110552,0.00038653193],"domain_scores_gemma":[0.99939346,0.00003813469,0.000080288875,0.00014377323,0.000076506105,0.00026786097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026119174,0.00012607464,0.00029628837,0.0025820092,0.00016178907,0.00004843664,0.00023594042,0.000102024016,0.00041638064],"category_scores_gemma":[0.000046846348,0.00011006663,0.0001194923,0.0007095821,0.00015521071,0.0001559184,0.000004980506,0.00023330783,0.0000099022645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024433303,0.00007192335,0.43688628,0.000028880593,0.0006582724,0.0002920929,0.00027407857,0.002574493,0.002996725,0.00032915364,0.014780512,0.5408633],"study_design_scores_gemma":[0.0015138781,0.00068585837,0.013053246,0.000043239434,0.00044543276,0.0007713084,0.0011456183,0.7683952,0.019603854,0.0016581792,0.19226569,0.00041854088],"about_ca_topic_score_codex":0.027111888,"about_ca_topic_score_gemma":0.0065519805,"teacher_disagreement_score":0.7658207,"about_ca_system_score_codex":0.000039007868,"about_ca_system_score_gemma":0.000178714,"threshold_uncertainty_score":0.97936666},"labels":[],"label_agreement":null},{"id":"W2060931478","doi":"10.1190/1.3064084","title":"3D seismic reflection imaging of VHMS deposits: Insights from re‐processing of the Halfmile Lake data, New Brunswick, Canada","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Reflection (computer programming); Geology; Data processing; Remote sensing; Seismology; Computer science; Database","score_opus":0.022841070113339617,"score_gpt":0.21582784762311888,"score_spread":0.19298677750977927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060931478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96783173,0.0025072815,0.0044235247,0.0011851332,0.0005647025,0.00014706394,0.000082392246,0.00011089954,0.023147248],"genre_scores_gemma":[0.99439746,0.00005893722,0.0028327887,0.0017302801,0.00005830927,5.601218e-8,0.00014257261,0.0000037471643,0.0007758688],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899507,0.000055986082,0.0002608285,0.00023567457,0.0003089713,0.00014348158],"domain_scores_gemma":[0.99923825,0.00006817299,0.0001640973,0.00042292723,0.00004684509,0.00005967576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007577891,0.00010788664,0.00016436986,0.000050010603,0.00020161977,0.000014512712,0.00047356894,0.000033399603,0.00030577614],"category_scores_gemma":[0.0000314425,0.00007058008,0.000027452541,0.00026052573,0.000103429134,0.00035133288,0.000038631748,0.00012676242,0.0000034070604],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035990262,0.000012333013,0.72044057,0.000028876182,0.000021742855,0.0000118536955,0.0005596317,0.00062624447,0.00054107944,0.0000041701587,0.16159244,0.11612507],"study_design_scores_gemma":[0.0005910854,0.00007384809,0.29284588,0.00028149592,0.000074974974,0.00007980029,0.0006948944,0.43186435,0.16224392,0.0004452853,0.11036593,0.00043853917],"about_ca_topic_score_codex":0.98604214,"about_ca_topic_score_gemma":0.94476664,"teacher_disagreement_score":0.4312381,"about_ca_system_score_codex":0.00000845378,"about_ca_system_score_gemma":0.0013157959,"threshold_uncertainty_score":0.33480343},"labels":[],"label_agreement":null},{"id":"W2061280213","doi":"10.1190/tle31040465.1","title":"Imaging shallow gas drilling hazards under three Forties oil field platforms using ocean-bottom nodes","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Drilling; Petroleum engineering; Geology; Ocean bottom; Oil field; Natural gas field; Fossil fuel; Seismic exploration; Geophysical imaging; Mining engineering; Seismology; Engineering; Natural gas","score_opus":0.03653142263806306,"score_gpt":0.2545473143315575,"score_spread":0.21801589169349442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061280213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97195536,0.0020200512,0.0098544005,0.0014718863,0.0011260104,0.00006137825,0.0000065504123,0.00030874964,0.013195644],"genre_scores_gemma":[0.99232984,0.00007912022,0.0025690768,0.0036908563,0.00052029674,3.419609e-7,0.000012326802,0.00001167791,0.00078649615],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872595,0.000024727797,0.00021108722,0.0001873935,0.00024898324,0.00060187187],"domain_scores_gemma":[0.9992329,0.00026522673,0.00009312223,0.00027833213,0.000029882478,0.00010055045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072642986,0.0001890141,0.00018494508,0.00010436535,0.00049592287,0.00013415689,0.0003588135,0.00006583365,0.00040064045],"category_scores_gemma":[0.00005757314,0.00012415106,0.000098512,0.00015923944,0.00013517919,0.000708469,0.000034258737,0.0003345818,0.0002165028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027936245,0.000013417805,0.7474688,0.00004042818,0.00003602102,0.0000044762737,0.0018088218,0.0008904543,0.00022224247,0.00040995466,0.0114664,0.23761103],"study_design_scores_gemma":[0.0005579505,0.000086603,0.027614778,0.0005417311,0.0001741877,0.00030829012,0.0038815292,0.88601434,0.020561442,0.026096802,0.032854747,0.0013075748],"about_ca_topic_score_codex":0.0022576733,"about_ca_topic_score_gemma":0.000057927253,"teacher_disagreement_score":0.8851239,"about_ca_system_score_codex":0.00001871227,"about_ca_system_score_gemma":0.000036655176,"threshold_uncertainty_score":0.5062733},"labels":[],"label_agreement":null},{"id":"W2061285859","doi":"10.1190/int-2013-0086.1","title":"Precise 3D seismic steering and production rates in the Wilrich tight gas sands of West Central Alberta","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Geology; Drilling; Borehole; Permeability (electromagnetism); Petrology; Petroleum engineering; Directional drilling; Amplitude; Offset (computer science); Geophone; Well control; Wellbore; Geotechnical engineering; Seismology","score_opus":0.005712607374908921,"score_gpt":0.20636566405385035,"score_spread":0.20065305667894143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061285859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927133,0.00011113877,0.0021464282,0.00091317296,0.00019913758,0.00011932002,0.0000018091031,0.000017901344,0.0037778362],"genre_scores_gemma":[0.9992019,0.00004489896,0.0003607577,0.00025067656,0.00003382167,0.0000013603715,0.000022751201,0.0000016135223,0.00008224627],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999461,0.000089640635,0.00013510558,0.00012252537,0.00009198325,0.000099761404],"domain_scores_gemma":[0.9996903,0.00012999562,0.00005621229,0.00008849448,0.000018454866,0.000016527056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027612873,0.000058650545,0.0000721856,0.00006626232,0.000034039895,0.00002884848,0.00008221598,0.000024052812,0.000060116166],"category_scores_gemma":[0.000104786195,0.00004048484,0.000013862978,0.00009790733,0.000045524153,0.00021628512,0.000003920305,0.00006799108,0.000007687995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009663426,0.000022820392,0.2909824,0.00006689954,0.000008971304,6.3421504e-7,0.013361169,0.004296507,0.0008017526,0.00003457642,0.002113544,0.6882141],"study_design_scores_gemma":[0.00013169259,0.00015279549,0.16333294,0.00012811336,0.000011075832,0.000014783774,0.00042654257,0.8242751,0.0074216523,0.0007487674,0.0032621282,0.000094443945],"about_ca_topic_score_codex":0.004800766,"about_ca_topic_score_gemma":0.00040371568,"teacher_disagreement_score":0.81997854,"about_ca_system_score_codex":0.0000031620493,"about_ca_system_score_gemma":0.000007481949,"threshold_uncertainty_score":0.72573537},"labels":[],"label_agreement":null},{"id":"W2061311426","doi":"10.1046/j.1365-2478.2002.00335.x","title":"Towards high‐resolution 3D marine seismic surveying using Boomer sources","year":2002,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Seismic survey; Bay; Fluvial; Seismology; Channel (broadcasting); Seabed; Geophysical imaging; Pleistocene; Oceanography; Paleontology","score_opus":0.024249921806599843,"score_gpt":0.21670724787075876,"score_spread":0.1924573260641589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061311426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985823,0.00014439765,0.0026877362,0.00031569207,0.0003495706,0.00014266,0.000010858791,0.00040025054,0.010125882],"genre_scores_gemma":[0.9914035,0.000015839109,0.0069297017,0.00059468095,0.00046946463,8.857503e-7,0.000023455785,0.0000093090075,0.00055311434],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853593,0.00008126012,0.00023117274,0.0003751948,0.00031100327,0.00046546443],"domain_scores_gemma":[0.9994679,0.000078102705,0.00011438293,0.00019230315,0.00004768525,0.00009964487],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030520838,0.0001834365,0.00022059085,0.0000926814,0.00047489244,0.00011648552,0.0001828261,0.00006442382,0.0016328784],"category_scores_gemma":[0.000078778256,0.00016333254,0.00008089608,0.00033660867,0.00010192977,0.00034802317,0.000051913663,0.00030104068,0.00036695853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027657803,0.000094388975,0.30959842,0.00006032619,0.00004364202,0.000031476677,0.00067202415,0.006550883,0.0007091662,0.00013982705,0.0020268203,0.68004537],"study_design_scores_gemma":[0.0001838503,0.00007499403,0.09795582,0.000030717107,0.000016857059,0.00002052134,0.000081524435,0.8959031,0.0014446862,0.0023811683,0.0016291603,0.00027756748],"about_ca_topic_score_codex":0.037870612,"about_ca_topic_score_gemma":0.000030523926,"teacher_disagreement_score":0.88935226,"about_ca_system_score_codex":0.000023068542,"about_ca_system_score_gemma":0.000012211118,"threshold_uncertainty_score":0.99927974},"labels":[],"label_agreement":null},{"id":"W2061376909","doi":"10.1111/j.1365-246x.2006.03047.x","title":"Backscattering from spherical elastic inclusions and accuracy of the Kirchhoff approximation for curved interfaces","year":2006,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Seismogram; Scattering; Tangent; Mathematical analysis; Amplitude; Curvature; Plane (geometry); Helmholtz equation; Geometry; Mathematics; Physics; Optics; Geology; Boundary value problem; Seismology","score_opus":0.011348193544396618,"score_gpt":0.23118895024202946,"score_spread":0.21984075669763284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061376909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96870613,0.00005275553,0.027249832,0.0025734953,0.00056560733,0.00007994944,0.0000825493,0.000015719623,0.0006739685],"genre_scores_gemma":[0.99378896,0.000010149692,0.0054001603,0.00028876474,0.0003789932,8.5938797e-7,0.00003576165,0.0000023486755,0.00009403226],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993233,0.000037908114,0.00021501833,0.00010592541,0.00021736196,0.000100456025],"domain_scores_gemma":[0.99930525,0.00035730685,0.00016366999,0.000061434606,0.00007857561,0.000033744465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001056299,0.000071646406,0.00009549461,0.000030601248,0.0001495734,0.000074046635,0.00025285644,0.000026488027,0.000270655],"category_scores_gemma":[0.00011524271,0.0000467005,0.0000689479,0.0000541366,0.0000958471,0.00022824835,0.000046928057,0.00014167001,0.000008232003],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057813386,0.0004517449,0.30193022,0.000062410385,0.00028891032,0.000008072627,0.0010504829,0.00612984,0.072067894,0.0021264462,0.056697585,0.5586083],"study_design_scores_gemma":[0.0006666811,0.00011145544,0.5809003,0.00015539555,0.00003519518,0.00004414632,0.00016472608,0.30522317,0.01826954,0.082203895,0.0120314425,0.0001940509],"about_ca_topic_score_codex":0.001603272,"about_ca_topic_score_gemma":0.000020816951,"teacher_disagreement_score":0.5584142,"about_ca_system_score_codex":0.00000801163,"about_ca_system_score_gemma":0.00002127997,"threshold_uncertainty_score":0.29634824},"labels":[],"label_agreement":null},{"id":"W2061912291","doi":"10.1190/1.1816880","title":"Building velocity model for anisotropic PSDM: Examples from Alberta Foothills structural data sets","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Foothills; Citation; Library science; Fault (geology); Geology; Computer science; Seismology; Geography; Cartography","score_opus":0.07895551269303194,"score_gpt":0.2668013986127317,"score_spread":0.18784588591969978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061912291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7993998,0.0007845166,0.18375616,0.0032729101,0.0005765673,0.00053992576,0.002890549,0.0004937633,0.008285787],"genre_scores_gemma":[0.76324284,0.000040784922,0.2329321,0.002144458,0.00007216154,7.6030085e-7,0.00063739804,0.0000047458498,0.0009247674],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989372,0.000024325002,0.00017623648,0.00041794794,0.00015862986,0.00028569467],"domain_scores_gemma":[0.999051,0.0002744044,0.000055073488,0.00050412014,0.000024352563,0.000091081674],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009593067,0.00014181157,0.00015730505,0.000045825007,0.0002169232,0.00008980232,0.0006300165,0.000066610344,0.0036684056],"category_scores_gemma":[0.0000823445,0.00011167577,0.000039963146,0.00006828249,0.00006035484,0.00048243193,0.00005011765,0.00008887064,0.00006218121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028382832,0.000014916462,0.032857727,0.000023976909,0.000057410023,0.00000247278,0.0005968014,0.0022179547,0.00016084443,0.0008051175,0.40664604,0.55658835],"study_design_scores_gemma":[0.0001884513,0.00002587004,0.002562154,0.000008481261,0.00001344471,0.0000027013514,0.000030228259,0.96785325,0.0004359266,0.0108840875,0.017822437,0.0001729572],"about_ca_topic_score_codex":0.04731233,"about_ca_topic_score_gemma":0.0014356498,"teacher_disagreement_score":0.9656353,"about_ca_system_score_codex":0.0000046264786,"about_ca_system_score_gemma":0.000013704266,"threshold_uncertainty_score":0.9972424},"labels":[],"label_agreement":null},{"id":"W2061932380","doi":"10.1190/1.3255695","title":"4D seismic monitoring applied to SAGD operations at Surmont, Alberta, Canada","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Petroleum engineering; Computer science","score_opus":0.009231343662767321,"score_gpt":0.19734567875558248,"score_spread":0.18811433509281517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061932380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8310176,0.00007552483,0.0020523989,0.009460108,0.00047136276,0.00024978365,0.000020621574,0.00018167366,0.15647091],"genre_scores_gemma":[0.97595465,0.000008462706,0.0031191546,0.011692763,0.000081620405,9.831622e-7,0.000034956433,0.0000020366128,0.009105381],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992253,0.000012828763,0.00013246415,0.00020057439,0.000179914,0.00024889555],"domain_scores_gemma":[0.99958956,0.000044029995,0.000012184841,0.00016786007,0.000020267013,0.00016607446],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007452954,0.00010371228,0.00010192998,0.000049694412,0.0003026353,0.00006150366,0.00016518106,0.000029146762,0.0011665795],"category_scores_gemma":[0.000012357263,0.00008728591,0.000020101566,0.00014180304,0.00001383443,0.000084430954,0.0000073982437,0.00006870039,0.00018022775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004389691,0.000020991592,0.10036458,0.000006097415,0.000018720857,0.000017656232,0.0005505099,0.058571316,0.0009492135,0.00032369196,0.5803217,0.2588116],"study_design_scores_gemma":[0.00037120542,0.00018378223,0.19795357,0.000029891651,0.000019307286,0.000027413522,0.0005980221,0.12992637,0.07490195,0.000300713,0.59484446,0.0008433112],"about_ca_topic_score_codex":0.97059125,"about_ca_topic_score_gemma":0.79477173,"teacher_disagreement_score":0.25796828,"about_ca_system_score_codex":0.000030069727,"about_ca_system_score_gemma":0.00013888229,"threshold_uncertainty_score":0.9997465},"labels":[],"label_agreement":null},{"id":"W2062128179","doi":"10.1121/1.4900138","title":"A case study of multipole acoustic logging in heavy oil sand reservoirs","year":2014,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Slowness; Anisotropy; Geology; Lithology; Shear (geology); Dipole; Dispersion (optics); Multipole expansion; Seismology; Petrology; Physics; Optics","score_opus":0.017876770148454183,"score_gpt":0.24715345924287938,"score_spread":0.2292766890944252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062128179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863523,0.00016556695,0.0114154555,0.0016323365,0.000119856704,0.000081260136,0.000005298523,0.000009130562,0.00021876699],"genre_scores_gemma":[0.9941595,0.00011431451,0.0044894367,0.001146697,0.000054927856,1.5637836e-7,1.7723598e-7,0.0000034445525,0.00003131116],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985434,0.00035601802,0.00044078974,0.00007848142,0.00038941685,0.00019189324],"domain_scores_gemma":[0.99822485,0.0009836983,0.00039829398,0.00024796644,0.00008366468,0.000061533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013520676,0.00009703304,0.00029875193,0.000034829056,0.00014335445,0.000009929571,0.000481033,0.000038716054,0.00006396124],"category_scores_gemma":[0.00029904753,0.00004962922,0.0001535045,0.00025826844,0.00047401135,0.000077662546,0.00005272007,0.00039937216,0.000001479947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008225559,0.0011000552,0.06862604,0.00029305738,0.00030116265,0.000102755694,0.024138011,0.52873707,0.0050355336,4.3122319e-7,0.0620697,0.30877364],"study_design_scores_gemma":[0.0007242275,0.0009107242,0.0031953284,0.00011604944,0.00014135073,0.00058100984,0.033462275,0.9594104,0.0006115713,0.00018788753,0.0005601921,0.0000989312],"about_ca_topic_score_codex":0.011026928,"about_ca_topic_score_gemma":0.000024008017,"teacher_disagreement_score":0.4306734,"about_ca_system_score_codex":0.0000097492675,"about_ca_system_score_gemma":0.00004384166,"threshold_uncertainty_score":0.99555874},"labels":[],"label_agreement":null},{"id":"W2062180051","doi":"10.2118/170851-ms","title":"Injection in Shale: Review of 15 Years Experience on the Norwegian Continental Shelf (NCS) and Implications for the Stimulation of Unconventional Reservoirs","year":2014,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"Norges Forskningsråd; ConocoPhillips","keywords":"Oil shale; Geology; Water injection (oil production); Petroleum engineering; Subsea; Hydraulic fracturing; Wellhead; Seafloor spreading; Injection well; Dispose pattern; Seismology; Geotechnical engineering; Engineering; Geophysics; Paleontology","score_opus":0.029921414566223437,"score_gpt":0.28117475286939597,"score_spread":0.25125333830317254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062180051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780532,0.0008879654,0.006654685,0.01122652,0.0000662498,0.00086804887,0.00019455414,0.000040287465,0.0020085035],"genre_scores_gemma":[0.9979562,0.001093805,0.00018641159,0.0006608891,0.000017054766,0.000011660677,0.00005462554,0.0000013519672,0.000017973563],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99943376,0.00005092894,0.00020397764,0.00013251077,0.00010218381,0.0000766342],"domain_scores_gemma":[0.99938416,0.0002996516,0.00009270434,0.00011597355,0.00008706368,0.000020454794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004858629,0.000056254958,0.00010320295,0.000043738124,0.00007113531,0.000011840656,0.00008960211,0.000039609848,0.00011236709],"category_scores_gemma":[0.00018967726,0.000036066445,0.000029449846,0.00012284012,0.00021379114,0.00012392346,0.000012717517,0.00008193521,0.0000011627092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004504322,0.00019908113,0.2919887,0.0012426379,0.00002624761,5.4632665e-7,0.0014235666,0.00020312723,0.0049613384,0.09531105,0.03153114,0.5726621],"study_design_scores_gemma":[0.00032067203,0.0005466392,0.9672693,0.0014090686,0.000019467578,0.000010317166,0.00064870616,0.008225965,0.0012435376,0.017202431,0.0029776883,0.00012622414],"about_ca_topic_score_codex":0.00040953152,"about_ca_topic_score_gemma":0.000056876182,"teacher_disagreement_score":0.6752806,"about_ca_system_score_codex":0.0000029720802,"about_ca_system_score_gemma":0.000014653655,"threshold_uncertainty_score":0.1470747},"labels":[],"label_agreement":null},{"id":"W2062304412","doi":"10.1190/1.1444962","title":"Seismic imaging and velocity analysis for an Alberta Foothills seismic survey","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Foothills; Prestack; Seismology; Geophysical imaging; Seismic velocity; Geodesy; Cartography; Geography","score_opus":0.020968862786041677,"score_gpt":0.23754606774904702,"score_spread":0.21657720496300534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062304412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701898,0.00012341849,0.027364936,0.0004575527,0.00013362736,0.00016936527,0.00017645664,0.00010575822,0.0012790997],"genre_scores_gemma":[0.99459577,0.00007629917,0.0010679492,0.0028444808,0.00008951823,0.0000019242573,0.0007452357,0.000006616132,0.00057221635],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887747,0.00009386938,0.00017156266,0.00037554873,0.00014437326,0.0003372086],"domain_scores_gemma":[0.9991477,0.00028775094,0.00008165915,0.0002760476,0.000077473764,0.00012935406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041166044,0.00016438594,0.00024598357,0.0001327432,0.00024823903,0.00010451867,0.00019527033,0.000045258832,0.00009441628],"category_scores_gemma":[0.00004434974,0.00015280322,0.00009585422,0.00052644435,0.000097661345,0.00037610458,0.000015202541,0.00010292253,0.00003760169],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003588381,0.000019988565,0.85065514,0.0000089025425,0.00008109377,0.0000014796116,0.00022027064,0.0021282393,0.000009251787,0.00001152842,0.003966025,0.14286217],"study_design_scores_gemma":[0.00013142337,0.000046379657,0.41477457,0.00000348681,0.000075068936,0.000004458387,0.000057295096,0.5729026,0.00006633549,0.0023140006,0.009453018,0.00017137072],"about_ca_topic_score_codex":0.12253105,"about_ca_topic_score_gemma":0.0022177682,"teacher_disagreement_score":0.5707744,"about_ca_system_score_codex":0.000005456556,"about_ca_system_score_gemma":0.000031870648,"threshold_uncertainty_score":0.8833121},"labels":[],"label_agreement":null},{"id":"W2063036103","doi":"10.1190/1.1438882","title":"Slip-slidin' away—some practical implications of seismic velocity anisotropy on depth imaging","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Calgary","funders":"","keywords":"Anisotropy; Geology; Slip (aerodynamics); Seismology; Geophysical imaging; Seismic velocity; Optics; Physics","score_opus":0.038578077440050845,"score_gpt":0.2896721172832261,"score_spread":0.25109403984317524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063036103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83315045,0.00041246245,0.016678179,0.05156046,0.0007676248,0.00040689984,0.000047651636,0.0005665652,0.096409686],"genre_scores_gemma":[0.9917953,0.0001257846,0.0016194138,0.005540884,0.00016214912,0.0000016130172,0.000019925736,0.000006039265,0.000728884],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990511,0.00009607655,0.00018784073,0.0002110682,0.00017115273,0.00028274496],"domain_scores_gemma":[0.99910074,0.00033627666,0.00010826015,0.00034370873,0.00003991508,0.00007109353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041446261,0.00011968511,0.0001488367,0.00009115019,0.00026554152,0.000041152165,0.00029304792,0.00003188684,0.000215888],"category_scores_gemma":[0.0001065956,0.00008448091,0.00006634355,0.00023367562,0.00016785866,0.00024652897,0.000017912867,0.0002503535,0.0005416449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012699378,0.000116591036,0.35198507,0.000027256978,0.000044946893,0.00002461307,0.0010291842,0.00054919,0.0017147788,0.008382992,0.26771623,0.36828217],"study_design_scores_gemma":[0.00063914433,0.0002694723,0.31594735,0.00012425071,0.000086371925,0.0004339341,0.00062685483,0.14500156,0.019261228,0.045760047,0.47118366,0.00066613615],"about_ca_topic_score_codex":0.0009069068,"about_ca_topic_score_gemma":0.000012014498,"teacher_disagreement_score":0.36761603,"about_ca_system_score_codex":0.0000149248235,"about_ca_system_score_gemma":0.0000498259,"threshold_uncertainty_score":0.69619304},"labels":[],"label_agreement":null},{"id":"W2063407468","doi":"10.1007/s11200-011-9040-6","title":"Conditions for the occurence of unphysical negative values of the anelastic SH plane wave energy-based transmission coefficient","year":2012,"lang":"en","type":"article","venue":"Studia Geophysica et Geodaetica","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Slowness; Transmission coefficient; Energy flux; Physics; Reflection (computer programming); Plane wave; Reflection coefficient; Transmission (telecommunications); Plane (geometry); Mathematical analysis; Flux (metallurgy); Range (aeronautics); Homogeneous; Optics; Mathematics; Geometry; Quantum mechanics; Statistical physics; Chemistry; Materials science","score_opus":0.017322082548097677,"score_gpt":0.24059809080072564,"score_spread":0.22327600825262797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063407468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8458791,0.0018972016,0.10959082,0.0167878,0.0021936842,0.0031962025,0.004899576,0.00031798615,0.015237678],"genre_scores_gemma":[0.99858695,0.000024749048,0.00055412116,0.00065256906,0.000060115886,0.000011531033,0.000050984,0.000004427688,0.000054526114],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99887687,0.00013490248,0.00021292905,0.00016765269,0.00032633773,0.0002813169],"domain_scores_gemma":[0.9975556,0.0018531432,0.00015101212,0.0002680736,0.00010440608,0.00006777265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021660105,0.00014692679,0.0002221604,0.000036455946,0.00026117289,0.000009757268,0.00026440856,0.00003711055,0.00010915096],"category_scores_gemma":[0.000083532475,0.0000791466,0.00016633989,0.00026161145,0.00063935743,0.000073998825,0.000019325988,0.00012046468,0.000006857757],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029768336,0.009927614,0.05233566,0.0016355651,0.0021776701,0.000008769537,0.051695872,0.07076417,0.040662277,0.2207462,0.2998182,0.24725118],"study_design_scores_gemma":[0.0020438628,0.0018490495,0.37966964,0.00051559816,0.00084849907,0.000006428618,0.0029746788,0.32448888,0.2354813,0.024257978,0.027029596,0.0008344836],"about_ca_topic_score_codex":0.00079216115,"about_ca_topic_score_gemma":0.000006356761,"teacher_disagreement_score":0.32733396,"about_ca_system_score_codex":0.000003841208,"about_ca_system_score_gemma":0.00011142815,"threshold_uncertainty_score":0.32275048},"labels":[],"label_agreement":null},{"id":"W2063548376","doi":"10.1190/1.1817548","title":"Regional and high‐resolution 3D pore‐pressure prediction in deep‐water offshore West Africa","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Submarine pipeline; Deep water; High resolution; Geology; Resolution (logic); Oceanography; Remote sensing; Computer science; Artificial intelligence","score_opus":0.012280596806922714,"score_gpt":0.18394375832754367,"score_spread":0.17166316152062094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063548376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6376118,0.0052789007,0.01053121,0.0068814154,0.0011798886,0.0007916724,0.000111496534,0.0009427019,0.3366709],"genre_scores_gemma":[0.9942948,0.0000781527,0.0029047064,0.00057740475,0.000029493902,0.0000010374664,0.000112930225,0.0000020448765,0.0019994278],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927545,0.00006419926,0.00012546255,0.00019326885,0.00014301114,0.00019858436],"domain_scores_gemma":[0.9997901,0.00002309779,0.00001877081,0.00009153854,0.000019080282,0.00005742592],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023961953,0.000082394065,0.0000827246,0.000103952036,0.000085053674,0.000027861395,0.00005558687,0.000070246446,0.0030097542],"category_scores_gemma":[0.000013124824,0.00005687513,0.000015476011,0.000085818705,0.00006898085,0.0002097623,0.0000048840134,0.000102237675,0.0000638428],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010433875,0.000073216,0.72422373,0.000046808153,0.000030330777,0.00003292028,0.0014157811,0.0020123136,0.00021723103,0.002049078,0.2113314,0.05846286],"study_design_scores_gemma":[0.0004629032,0.00014932644,0.18513648,0.000027012398,0.000019059,0.000078469704,0.0003486315,0.12877364,0.001804999,0.004173768,0.67879075,0.00023493094],"about_ca_topic_score_codex":0.002234586,"about_ca_topic_score_gemma":0.00015003048,"teacher_disagreement_score":0.53908724,"about_ca_system_score_codex":0.000003294193,"about_ca_system_score_gemma":0.000011328114,"threshold_uncertainty_score":0.9979016},"labels":[],"label_agreement":null},{"id":"W2063678142","doi":"10.1190/1.1839651","title":"The impact of reciprocity on prestack source plane wave migration","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Prestack; Reciprocity (cultural anthropology); Computer science; Geology; Seismology; Sociology","score_opus":0.0182363306183481,"score_gpt":0.23354843990991972,"score_spread":0.21531210929157163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063678142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748209,0.000051645544,0.00079919124,0.0008496107,0.000048432757,0.00009265832,0.000014972859,0.000075245494,0.023247307],"genre_scores_gemma":[0.9983578,0.00006164821,0.00044407646,0.00027169843,0.00001820054,2.2669826e-7,0.000024201467,0.0000010906539,0.00082109636],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995591,0.00002379194,0.000096467425,0.00008497243,0.00012301999,0.00011265523],"domain_scores_gemma":[0.99968195,0.000091404996,0.00004644664,0.00012567444,0.00002013329,0.00003439512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016717876,0.000057741592,0.000056820623,0.000025355714,0.000109058325,0.000023367318,0.000087220535,0.000027453816,0.00027626223],"category_scores_gemma":[0.000036713907,0.000028880875,0.00004811113,0.0000680441,0.00005886196,0.00007033223,0.000002923636,0.00006866563,0.000059150036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050012895,0.00009786711,0.14851426,0.000016033131,0.00006975499,0.0000059229837,0.0015381932,0.033139534,0.0006946653,0.00051631336,0.18800822,0.6268991],"study_design_scores_gemma":[0.0009961072,0.0033557934,0.72168547,0.00010107074,0.000019202338,0.000043206965,0.00086497975,0.08848914,0.10541641,0.01890938,0.059624135,0.00049513567],"about_ca_topic_score_codex":0.03576028,"about_ca_topic_score_gemma":0.00032024249,"teacher_disagreement_score":0.626404,"about_ca_system_score_codex":0.000005956505,"about_ca_system_score_gemma":0.000032927055,"threshold_uncertainty_score":0.9706607},"labels":[],"label_agreement":null},{"id":"W206380879","doi":"10.3233/ica-2005-12106","title":"Seismic deconvolution by atomic decomposition: A parametric approach with sparseness constraints","year":2005,"lang":"en","type":"article","venue":"Integrated Computer-Aided Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deconvolution; Decomposition; Parametric statistics; Computer science; Applied mathematics; Mathematics; Algorithm; Geology; Statistics; Chemistry","score_opus":0.006779628939319124,"score_gpt":0.18545904191171533,"score_spread":0.1786794129723962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W206380879","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39217687,0.0002240131,0.6062213,0.00010307918,0.00015426514,0.00012844114,0.00002714493,0.0005026583,0.00046220882],"genre_scores_gemma":[0.8849191,0.000024893614,0.114197105,0.00042795282,0.00010511203,0.0000038290295,0.00028233803,0.000011157553,0.000028529092],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872124,0.00003956146,0.00027388666,0.0003744041,0.00019850091,0.00039240546],"domain_scores_gemma":[0.99941736,0.000090696776,0.00007427566,0.00020130526,0.00006508599,0.00015127259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016979036,0.00027293127,0.00025386093,0.0003098973,0.00009817959,0.00012455978,0.00025736808,0.000105569736,0.00014803601],"category_scores_gemma":[0.000007673404,0.00023074873,0.000058642338,0.00061407324,0.00008887382,0.00033733717,0.000010861025,0.00031532228,0.000101399004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038173046,0.00005694579,0.0050584767,0.0000337802,0.000079209436,0.000013827639,0.000081611484,0.7250983,0.00022008634,0.000060695893,0.01015978,0.2590991],"study_design_scores_gemma":[0.00038561106,0.00010546166,0.0014325265,0.00008279846,0.000015674783,0.00029174515,0.0000332247,0.98457867,0.003723198,0.000020073456,0.009010335,0.00032068434],"about_ca_topic_score_codex":0.0008132159,"about_ca_topic_score_gemma":0.00000504471,"teacher_disagreement_score":0.4927422,"about_ca_system_score_codex":0.000052506566,"about_ca_system_score_gemma":0.000053655378,"threshold_uncertainty_score":0.940966},"labels":[],"label_agreement":null},{"id":"W2063927529","doi":"10.1190/1.1845260","title":"Case study from northwest China: application of Biot‐Gassmann's equation to identify sand and isolate oil from the prestack seismic data","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Prestack; Biot number; Geology; Seismology; China; Geography; Mechanics","score_opus":0.03751776999303685,"score_gpt":0.2768660844348355,"score_spread":0.23934831444179866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063927529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97713935,0.00016175948,0.020353006,0.00118493,0.00007442513,0.00023837422,0.0006062976,0.000069149595,0.0001727166],"genre_scores_gemma":[0.9963763,0.00005331955,0.0020534089,0.0007243336,0.000055411663,0.0000020783405,0.0007033,0.0000033694507,0.0000284829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990469,0.000062409476,0.00021905586,0.0003751804,0.00017953895,0.00011690928],"domain_scores_gemma":[0.99906003,0.00010375073,0.000092311464,0.0006515103,0.000027424541,0.000064942484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028837495,0.000108864806,0.00012799114,0.00004450858,0.00016315252,0.000087335575,0.0003634236,0.000037434922,0.00007905614],"category_scores_gemma":[0.000029207738,0.00007360465,0.000014803508,0.00015649952,0.00005402174,0.00035529127,0.00007529435,0.000087474684,0.000043845834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056037716,0.00012644578,0.5936935,0.0000100640245,0.000066486944,0.000069123824,0.0044230544,0.0023664916,0.0004588832,0.00000778201,0.0023893372,0.39633283],"study_design_scores_gemma":[0.0009645357,0.00026042873,0.70888984,0.000037271326,0.00012206131,0.00006205981,0.0044409204,0.27867162,0.0013849166,0.0020692812,0.0027890427,0.00030801346],"about_ca_topic_score_codex":0.70568436,"about_ca_topic_score_gemma":0.019066574,"teacher_disagreement_score":0.6866178,"about_ca_system_score_codex":0.000004120893,"about_ca_system_score_gemma":0.000026526937,"threshold_uncertainty_score":0.9988329},"labels":[],"label_agreement":null},{"id":"W2063931499","doi":"10.3997/2214-4609.20142156","title":"Filling in the Gap: Capturing the Full Scaling Relationships of Hydraulic Fracturing","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Geophone; Magnitude (astronomy); Hydraulic fracturing; Induced seismicity; Geology; Scaling; Range (aeronautics); Fracture (geology); Scale (ratio); Seismology; Geotechnical engineering; Materials science; Physics; Geometry","score_opus":0.029404616766026664,"score_gpt":0.21304176123616347,"score_spread":0.18363714447013682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063931499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96507955,0.00019775119,0.00046342125,0.0024768482,0.00006119591,0.00011350027,0.0000010171615,0.000056304045,0.031550426],"genre_scores_gemma":[0.99807805,0.000019674411,0.00085273467,0.00093161006,0.00008745978,0.000001540144,0.0000027503943,0.0000026832447,0.000023495506],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992717,0.00003272065,0.00018798631,0.00013293383,0.00020154695,0.00017314017],"domain_scores_gemma":[0.9994687,0.0002983874,0.00009879322,0.000081298385,0.0000308202,0.000021987258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001565405,0.00007711406,0.000088045024,0.00007982181,0.0002286644,0.000061867984,0.0003109271,0.0000405609,0.00004999313],"category_scores_gemma":[0.00027958924,0.00004314133,0.000034448163,0.00021581222,0.00006636731,0.00020098401,0.000010946789,0.0003250862,0.000019802686],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035179015,0.000020137077,0.87497705,0.0001365457,0.000012211508,0.0000013394073,0.023792166,0.002802318,0.0006025904,0.001594448,0.0041921833,0.09183382],"study_design_scores_gemma":[0.00035790534,0.00010604497,0.3443949,0.0004002074,0.00003555934,0.00006115463,0.011962558,0.5511192,0.016231742,0.027122868,0.047803055,0.00040483265],"about_ca_topic_score_codex":0.0013457965,"about_ca_topic_score_gemma":0.000017530987,"teacher_disagreement_score":0.5483169,"about_ca_system_score_codex":0.0000030308524,"about_ca_system_score_gemma":0.000006819439,"threshold_uncertainty_score":0.20344506},"labels":[],"label_agreement":null},{"id":"W2064058603","doi":"10.1007/s11770-010-0260-2","title":"Locally linear embedding-based seismic attribute extraction and applications","year":2010,"lang":"en","type":"article","venue":"Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Dimensionality reduction; Nonlinear dimensionality reduction; Computer science; Embedding; Seismic attribute; Cluster analysis; Key (lock); Curse of dimensionality; Principal component analysis; Pattern recognition (psychology); Data mining; Reservoir modeling; Artificial intelligence; Geology; Geophysics","score_opus":0.00759553121810153,"score_gpt":0.2292728896169932,"score_spread":0.22167735839889166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064058603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59388644,0.00006521315,0.38647318,0.0011802693,0.00041962965,0.00084635237,0.00015418738,0.0008475112,0.016127221],"genre_scores_gemma":[0.9896447,0.000011634651,0.0077341576,0.0020409047,0.0002524575,0.000011865755,0.00019545201,0.000005708618,0.000103107464],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992852,0.000008389146,0.00012414627,0.0002494199,0.00014106312,0.0001917886],"domain_scores_gemma":[0.99949193,0.00008787681,0.0000673466,0.00022496167,0.000036600413,0.000091275564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012550347,0.000120172066,0.00010857936,0.00004936078,0.0002067985,0.000048202844,0.00012732575,0.000080843245,0.00014018532],"category_scores_gemma":[0.000004913563,0.00011337947,0.000030506031,0.00016720741,0.00012004701,0.00011324801,0.000008828647,0.0002983899,0.00034318035],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047694328,0.00008465684,0.010497176,0.00005365787,0.000021910626,0.000003361865,0.000084883926,0.0054403837,0.009405236,0.0023879854,0.007385539,0.9645875],"study_design_scores_gemma":[0.0005302288,0.00007816606,0.01740671,0.000010593965,0.000043558757,0.000012840349,0.00010628978,0.57236516,0.023861391,0.014512672,0.37055185,0.00052055984],"about_ca_topic_score_codex":0.0006257447,"about_ca_topic_score_gemma":0.000020166115,"teacher_disagreement_score":0.964067,"about_ca_system_score_codex":0.0000022512702,"about_ca_system_score_gemma":0.000041222873,"threshold_uncertainty_score":0.46234804},"labels":[],"label_agreement":null},{"id":"W2064495514","doi":"10.3997/2214-4609.20130281","title":"Deblending of Single Source Vibroseis Land Data in Egypt with V1 Noise Attenuation Algorithm","year":2013,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Seismic vibrator; Attenuation; Algorithm; Noise (video); Interference (communication); Acoustics; Computer science; Geology; Electromagnetic interference; Seismology; Telecommunications; Artificial intelligence; Physics; Optics","score_opus":0.01946363522316783,"score_gpt":0.2094518164731553,"score_spread":0.18998818124998748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064495514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903753,0.000121183315,0.0033734308,0.0006134893,0.000045137236,0.00021518611,0.000023941873,0.00010216197,0.0051301774],"genre_scores_gemma":[0.9826758,0.000018502376,0.016740946,0.00028817283,0.000038092287,0.0000016627854,0.00008015501,0.000004467476,0.00015220026],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992378,0.0000053566782,0.00015328958,0.00022768132,0.00019199576,0.00018392749],"domain_scores_gemma":[0.9996484,0.000030860825,0.00009466315,0.00010860682,0.000069376794,0.000048084476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021356066,0.000087926644,0.000120253506,0.00012780615,0.000048541042,0.00006412855,0.00026624472,0.000037462785,0.0002454574],"category_scores_gemma":[0.000041603318,0.000067788875,0.000010409602,0.0002478711,0.000059059363,0.00083764415,0.000028253855,0.00008605713,0.00005102653],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009333693,0.000017077879,0.79399097,0.00003274384,0.0000042766383,5.144709e-7,0.00034038976,0.000013482793,0.0009901617,0.0000017791069,0.0043175686,0.20028172],"study_design_scores_gemma":[0.0008684444,0.00046226633,0.23494579,0.00040983415,0.0000291872,0.00005845398,0.0017785669,0.7220098,0.018896103,0.00075445796,0.019280743,0.0005063918],"about_ca_topic_score_codex":0.009382471,"about_ca_topic_score_gemma":0.00002810577,"teacher_disagreement_score":0.7219963,"about_ca_system_score_codex":0.000005237684,"about_ca_system_score_gemma":0.000015116204,"threshold_uncertainty_score":0.99721414},"labels":[],"label_agreement":null},{"id":"W2064524778","doi":"10.2118/157802-ms","title":"Real-Time Imaging of SAGD Steam Conformance By Using White Noise Reflection Processes","year":2012,"lang":"en","type":"article","venue":"SPE Heavy Oil Conference Canada","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Classification of discontinuities; Noise (video); Computer science; Reflection (computer programming); Acoustics; White noise; Image resolution; Process (computing); Geology; Computer vision; Telecommunications; Physics","score_opus":0.017810489776597813,"score_gpt":0.23022313502860045,"score_spread":0.21241264525200265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064524778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.910065,0.000981998,0.00027820794,0.00095163233,0.0006305776,0.00010961404,0.00024436496,0.00014598122,0.08659265],"genre_scores_gemma":[0.9966422,0.00033021098,0.0008395687,0.0007040549,0.000059716374,6.7990675e-7,0.00008265969,0.000005235519,0.0013356772],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988415,0.00003990856,0.00024405018,0.00016850853,0.00030816422,0.0003978275],"domain_scores_gemma":[0.99928194,0.000042714317,0.00015953742,0.00016318087,0.00018427132,0.00016834152],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002105841,0.00014529417,0.00019171304,0.000068241934,0.0001420821,0.00003467266,0.00016955206,0.000036950263,0.0010221424],"category_scores_gemma":[0.000044106826,0.00013516343,0.000019971947,0.00024274355,0.000099982615,0.0005519924,0.0000100914285,0.00011544166,0.000015389029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117132455,0.00004190492,0.5122686,0.00059005857,0.00003257818,0.000008148008,0.0010121638,0.00020774406,0.008029311,0.000026509588,0.2160699,0.26159596],"study_design_scores_gemma":[0.0014346408,0.00032716588,0.031580754,0.001435639,0.00016017369,0.00025986318,0.0058854995,0.21523237,0.32733047,0.0003396018,0.41336495,0.0026488772],"about_ca_topic_score_codex":0.8305567,"about_ca_topic_score_gemma":0.09468211,"teacher_disagreement_score":0.7358746,"about_ca_system_score_codex":0.000042189746,"about_ca_system_score_gemma":0.0011839495,"threshold_uncertainty_score":0.99989104},"labels":[],"label_agreement":null},{"id":"W2064576980","doi":"10.1190/1.3663404","title":"Joint transmission and reflection traveltime tomography in imaging permafrost and thermokarst lakes in Northwest Territories, Canada","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Permafrost; Geology; Tomography; Eikonal equation; Inversion (geology); Seismic tomography; Solver; Grid; Conjugate gradient method; Inverse problem; Geodesy; Seismology; Algorithm; Computer science; Geophysics; Mathematical optimization; Tectonics; Mathematical analysis; Mantle (geology); Mathematics; Optics; Physics","score_opus":0.0182858807747099,"score_gpt":0.1966676797975563,"score_spread":0.1783817990228464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064576980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994613,0.00093502353,0.00003356579,0.00073473394,0.00016149833,0.00009645773,0.000027745173,0.00003448628,0.003363494],"genre_scores_gemma":[0.99918497,0.0001264838,0.00012807359,0.00045186383,0.00002864607,9.1233716e-7,0.00002264973,0.0000031675188,0.000053225274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999409,0.00005820736,0.00012558867,0.00015392964,0.000079621,0.00017361647],"domain_scores_gemma":[0.9998073,0.000035700603,0.000027476872,0.0000773259,0.000007306655,0.000044864802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002540431,0.000089613895,0.000102755555,0.00011093143,0.00011092916,0.000027124215,0.00007489986,0.000024799958,0.00004733732],"category_scores_gemma":[0.000005887275,0.0000627282,0.0000121177545,0.00016255504,0.0000958206,0.00013724378,0.000005124012,0.00015904702,9.900672e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019254287,0.0000051947713,0.91418594,0.0000116297915,0.0000019381705,0.000015598209,0.003663143,0.0000014479048,0.000606403,0.0000074206832,0.0005370509,0.080945],"study_design_scores_gemma":[0.00017707079,0.000029185272,0.9843911,0.00008901497,0.0000049982027,0.00003505,0.00070747477,0.006500041,0.0020421443,0.00047090923,0.0054195626,0.0001334841],"about_ca_topic_score_codex":0.8067689,"about_ca_topic_score_gemma":0.69706076,"teacher_disagreement_score":0.10970815,"about_ca_system_score_codex":0.0000102359845,"about_ca_system_score_gemma":0.00003677113,"threshold_uncertainty_score":0.30846712},"labels":[],"label_agreement":null},{"id":"W2064997829","doi":"10.1190/geo2011-0076.1","title":"Waveform tomography of field vibroseis data using an approximate 2D geometry leads to improved velocity models","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Seismic vibrator; Statics; Tomography; Geology; Waveform; Classification of discontinuities; Inversion (geology); Seismology; Geodesy; Seismic tomography; Geometry; Offset (computer science); Algorithm; Acoustics; Optics; Physics; Computer science; Mathematical analysis; Mathematics; Radar; Telecommunications","score_opus":0.04974277601410504,"score_gpt":0.25897088149194997,"score_spread":0.20922810547784493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064997829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95763826,0.00010713404,0.040182706,0.00006221863,0.00026835687,0.00014921244,0.0002794067,0.00009949283,0.0012131977],"genre_scores_gemma":[0.97174245,0.000012068921,0.02652945,0.001275915,0.00015945219,5.166273e-7,0.00024811213,0.0000057983684,0.000026255408],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989408,0.000027129967,0.00019038848,0.00024762773,0.00020379973,0.00039025614],"domain_scores_gemma":[0.9989597,0.000042109346,0.00008776199,0.00069280347,0.000048363403,0.00016924401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032578438,0.00013849638,0.00019330032,0.00012208492,0.00011304681,0.0000324852,0.0005198061,0.000068814814,0.00008183881],"category_scores_gemma":[0.000016846805,0.00012105712,0.00005188662,0.00043728657,0.000052787047,0.0013130759,0.00009229385,0.00013175215,0.000016163167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020615173,0.000459381,0.12840848,0.00029279952,0.00010204226,0.0000025724198,0.0030366774,0.0028611554,0.013617778,0.00046789675,0.0074294503,0.8431156],"study_design_scores_gemma":[0.0001640884,0.00025739934,0.0083355345,0.000033290726,0.00004042363,0.0000047923795,0.00027699443,0.9382433,0.047138717,0.0037480635,0.001363676,0.000393705],"about_ca_topic_score_codex":0.0090598315,"about_ca_topic_score_gemma":0.000013951035,"teacher_disagreement_score":0.9353822,"about_ca_system_score_codex":0.0000039391566,"about_ca_system_score_gemma":0.000028075225,"threshold_uncertainty_score":0.9975389},"labels":[],"label_agreement":null},{"id":"W2065106870","doi":"10.1190/1.1851205","title":"Three term AVO waveform inversion","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Geology; Waveform; Inverse problem; Reflectivity; Offset (computer science); Isotropy; Geophysics; Computer science; Algorithm; Seismology; Mathematics; Telecommunications; Physics; Optics; Mathematical analysis","score_opus":0.01469003915234309,"score_gpt":0.201675882635788,"score_spread":0.1869858434834449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065106870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7196165,0.000120004755,0.007246207,0.0039148955,0.00045705563,0.00014899975,0.000014453871,0.0006353864,0.26784652],"genre_scores_gemma":[0.9895921,0.000028210932,0.0052974164,0.0046508634,0.000050636998,1.8244631e-7,0.000039255287,0.0000016874037,0.0003396476],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99946344,0.0000039753454,0.00008575575,0.0001361307,0.00014054486,0.00017013219],"domain_scores_gemma":[0.9997448,0.000011660078,0.000021228194,0.00013426402,0.000014026138,0.00007402357],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009534711,0.00007257447,0.00006502867,0.00006287473,0.00011079243,0.000027938198,0.00014560121,0.000039592007,0.00312155],"category_scores_gemma":[0.000007703691,0.000051134644,0.0000373213,0.00009798219,0.00005381291,0.0002168217,0.000009052198,0.000078582365,0.0012926686],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027554255,0.000027101169,0.2374079,0.000016308082,0.000012192431,0.000029835317,0.00024554654,0.00021979009,0.00014793997,0.0013841499,0.07917883,0.68130285],"study_design_scores_gemma":[0.0024429776,0.00087022403,0.39218804,0.00015004727,0.00003537058,0.0001352732,0.0007783947,0.0565826,0.08527721,0.190332,0.26992506,0.0012828032],"about_ca_topic_score_codex":0.010449848,"about_ca_topic_score_gemma":0.0003549055,"teacher_disagreement_score":0.68002003,"about_ca_system_score_codex":0.0000065864288,"about_ca_system_score_gemma":0.00002626713,"threshold_uncertainty_score":0.99948496},"labels":[],"label_agreement":null},{"id":"W2065269146","doi":"10.1190/1.2370034","title":"Optimizing the FOCI algorithm with a weighted least‐squares approach","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Algorithm; Computer science; Least-squares function approximation; Mathematics; Statistics","score_opus":0.008254568917949566,"score_gpt":0.17861602425999576,"score_spread":0.1703614553420462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065269146","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015164408,0.00082713633,0.44828954,0.0024004937,0.00011466131,0.0003264834,0.000021376703,0.0006982776,0.53215766],"genre_scores_gemma":[0.6483135,0.000016365822,0.34493732,0.0021223072,0.00015156851,0.0000027764804,0.00010140166,0.000005370688,0.004349363],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992488,0.000041025185,0.00010190745,0.00018297667,0.00020399288,0.00022128296],"domain_scores_gemma":[0.9996879,0.00004780347,0.00003643271,0.000165605,0.000027413465,0.000034862296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016332095,0.000105908424,0.000090066336,0.000048773516,0.0002321121,0.00009056369,0.00019791325,0.00003228222,0.0006227195],"category_scores_gemma":[0.0000015179456,0.000051270705,0.00003379389,0.00018981095,0.0001223168,0.00015385491,0.0000069747266,0.00011495534,0.00006320474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003974042,0.000058987152,0.024673814,0.0000138016885,0.000034198067,0.000017105473,0.00036853712,0.001730799,0.000013225875,0.00076086837,0.1725015,0.7997874],"study_design_scores_gemma":[0.00025032886,0.00011133731,0.0045807688,0.0000115298035,0.000015692463,0.00006148999,0.00090239954,0.9196485,0.0012448727,0.0012345796,0.071716666,0.0002217898],"about_ca_topic_score_codex":0.017010959,"about_ca_topic_score_gemma":0.00006150019,"teacher_disagreement_score":0.9179177,"about_ca_system_score_codex":0.0000023595303,"about_ca_system_score_gemma":0.000020963917,"threshold_uncertainty_score":0.98953485},"labels":[],"label_agreement":null},{"id":"W2065393441","doi":"10.1190/tle32121446.1","title":"Seismic detection of fractures from injection illustrated through a field example","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Seismology; Field (mathematics); Amplitude; Fracture (geology); Geophysics; Geotechnical engineering","score_opus":0.02356858159242784,"score_gpt":0.23500573639474115,"score_spread":0.21143715480231332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065393441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98136747,0.0001613765,0.011141744,0.00067002163,0.0003866518,0.00012086557,0.0000055749624,0.00013010875,0.006016208],"genre_scores_gemma":[0.99733055,0.000021591039,0.00028248684,0.0018529681,0.00011653564,0.0000013986937,0.000016467005,0.000002591317,0.0003754442],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948335,0.000059453825,0.00011957693,0.00011920224,0.000093856266,0.00012455987],"domain_scores_gemma":[0.9994969,0.00022620235,0.000071662726,0.0001570555,0.000028884719,0.000019331575],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000107485655,0.000072796196,0.0000919955,0.000034435438,0.00012087014,0.000034015233,0.00013978266,0.000062906984,0.0010784827],"category_scores_gemma":[0.00003878128,0.00004749144,0.0000346301,0.00013231805,0.00005529083,0.00022922784,0.000006399256,0.00016113701,0.00033480825],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071273265,0.000026128702,0.031068789,0.000023869083,0.00006675775,0.0000012887357,0.0058163772,0.0027665736,0.029655775,0.000024276484,0.15918651,0.7712924],"study_design_scores_gemma":[0.0002736726,0.0004122143,0.0792794,0.00007634846,0.000039556842,0.000018495999,0.0012984447,0.14339578,0.69218266,0.024096435,0.05862389,0.0003031086],"about_ca_topic_score_codex":0.17075573,"about_ca_topic_score_gemma":0.00020523867,"teacher_disagreement_score":0.7709893,"about_ca_system_score_codex":0.00000389657,"about_ca_system_score_gemma":0.0000096598405,"threshold_uncertainty_score":0.99983466},"labels":[],"label_agreement":null},{"id":"W2065442259","doi":"10.1190/1.3124753","title":"Curvelet-based migration preconditioning and scaling","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Preconditioner; Convergence (economics); Fourier transform; Scaling; Curvelet; Computer science; Algorithm; Seismic migration; Iterative method; Mathematics; Mathematical analysis; Geology; Geometry; Wavelet; Artificial intelligence; Seismology","score_opus":0.00795144675919141,"score_gpt":0.1978946360401204,"score_spread":0.189943189280929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065442259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920728,0.00009959114,0.0037553057,0.0009326369,0.00006781375,0.00004985239,0.000011083312,0.00012363802,0.0028872394],"genre_scores_gemma":[0.9942209,0.000010218277,0.0029596682,0.0026017854,0.000059888298,1.8171504e-7,0.00009606768,8.8806723e-7,0.000050388073],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99964947,0.000015817885,0.00006284907,0.00010280002,0.000071694616,0.00009735911],"domain_scores_gemma":[0.999835,0.000027699558,0.000028706114,0.00006074803,0.0000158929,0.00003194164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071125825,0.000051553114,0.000052245996,0.000029308492,0.00011268041,0.00004514302,0.000038814633,0.000016409185,0.00008598564],"category_scores_gemma":[0.000008197934,0.000047504607,0.000017183109,0.000071147406,0.000023537017,0.00016154975,0.0000010842567,0.000054418342,0.00004109697],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009316746,0.000013293481,0.037134565,0.0000088743545,0.0000029775865,0.0000015984419,0.0001595153,0.00085427193,0.00023210792,0.00021597424,0.0056952806,0.9556722],"study_design_scores_gemma":[0.00025522616,0.00016029624,0.6658125,0.00005156176,0.000012394278,0.000004577754,0.00008315786,0.28977147,0.009547647,0.026048318,0.007992527,0.0002603534],"about_ca_topic_score_codex":0.00073461956,"about_ca_topic_score_gemma":0.000009720181,"teacher_disagreement_score":0.95541185,"about_ca_system_score_codex":0.0000013580626,"about_ca_system_score_gemma":0.000011804212,"threshold_uncertainty_score":0.19371817},"labels":[],"label_agreement":null},{"id":"W2065458957","doi":"10.1190/1.1815586","title":"VSP survey at a VMS deposit, Matagami, Québec","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Geological Survey of Canada","funders":"","keywords":"Geology; Computer science","score_opus":0.0135180092224852,"score_gpt":0.1971763701349906,"score_spread":0.1836583609125054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065458957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79646575,0.00029199026,0.00007906564,0.00050666044,0.000070524555,0.00005771564,0.00003218333,0.00027307263,0.20222302],"genre_scores_gemma":[0.93794674,0.000093011964,0.0007959355,0.0045075477,0.000024673847,3.2796297e-7,0.000111428766,0.0000025885479,0.056517757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992869,0.00006418422,0.000118476164,0.00018698587,0.00013944734,0.00020399185],"domain_scores_gemma":[0.9996091,0.000087749126,0.000017025639,0.00018418647,0.000013471527,0.00008842576],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021831701,0.00008838992,0.00009374294,0.000035507936,0.00014242421,0.000037614314,0.00017519917,0.000037806585,0.06866613],"category_scores_gemma":[0.000012760984,0.00006615025,0.000035094938,0.00011050249,0.000057351044,0.00012581475,0.0000067710134,0.000063061576,0.005698685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022403516,0.0000049368523,0.6401212,0.0000021339315,0.0000037366717,0.0000051909483,0.000039363134,0.000019378216,0.0000059304593,0.0000012404244,0.20231284,0.15746161],"study_design_scores_gemma":[0.00009995035,0.000046764388,0.7304306,0.000005994495,0.0000033256676,0.00003181141,0.000012975928,0.011434545,0.0018371623,0.000039321232,0.25590947,0.00014804341],"about_ca_topic_score_codex":0.79178154,"about_ca_topic_score_gemma":0.14264962,"teacher_disagreement_score":0.6491319,"about_ca_system_score_codex":0.000008335506,"about_ca_system_score_gemma":0.000032273336,"threshold_uncertainty_score":0.99507546},"labels":[],"label_agreement":null},{"id":"W2065818528","doi":"10.1190/int-2014-0175.1","title":"Attenuation and velocity estimation using rock physics and neural network methods for calibrating reflection seismograms","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada","funders":"Consejo Nacional de Ciencia y Tecnología; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Southwest Research Institute","keywords":"Attenuation; Geology; Seismogram; Well logging; Seismic inversion; Lithology; Reservoir modeling; Inversion (geology); Petroleum reservoir; Sonic logging; Saturation (graph theory); Mineralogy; Petroleum engineering; Seismology; Petrology; Geometry; Mathematics","score_opus":0.030454531797129033,"score_gpt":0.32395931468984446,"score_spread":0.2935047828927154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065818528","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13812988,0.000066156004,0.8612166,0.00014042092,0.00017001295,0.00012975052,0.0000018944411,0.00006891554,0.000076371114],"genre_scores_gemma":[0.70621365,0.0000027686908,0.2931875,0.00045647362,0.000077560624,0.0000016070823,0.000052402844,0.0000026134333,0.0000054263355],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994075,0.0001402312,0.00013534541,0.00015737792,0.000054484008,0.000105084466],"domain_scores_gemma":[0.9995464,0.00023192953,0.00010191439,0.00004897398,0.000041223386,0.000029551034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045187736,0.00007385082,0.00008702782,0.000029779883,0.0001968267,0.00008127849,0.000025142845,0.000042593852,0.0000044899703],"category_scores_gemma":[0.00012289938,0.000069712034,0.000018588013,0.000085458465,0.000022235961,0.00042008804,0.000005459345,0.000059128288,6.1297783e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019819432,0.0000012604618,0.004342825,0.000018050392,0.0000035415242,1.7839408e-8,0.00030227544,0.054858647,0.00018298572,0.00004624407,0.000070499445,0.94015384],"study_design_scores_gemma":[0.0000944406,0.00008636292,0.0028505265,0.000034853485,0.000018383224,0.0000050734725,0.000036319434,0.98624074,0.00087753584,0.009419951,0.00025664156,0.000079169855],"about_ca_topic_score_codex":0.0005214599,"about_ca_topic_score_gemma":0.0000102132735,"teacher_disagreement_score":0.9400747,"about_ca_system_score_codex":0.0000057719726,"about_ca_system_score_gemma":0.0000061164124,"threshold_uncertainty_score":0.28427744},"labels":[],"label_agreement":null},{"id":"W2066109809","doi":"10.2118/137750-pa","title":"Monitoring of SAGD Steam-Chamber Conformance by Using White-Noise-Reflection Processes","year":2012,"lang":"en","type":"article","venue":"SPE Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Oil sands; Petroleum engineering; Asphalt; Steam-assisted gravity drainage; Noise (video); Classification of discontinuities; Reflection (computer programming); Steam injection; Geology; Environmental science; Computer science; Materials science","score_opus":0.030052570223465514,"score_gpt":0.2677968452328396,"score_spread":0.23774427500937406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066109809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98890454,0.0031131874,0.0013282548,0.000079932484,0.0009271159,0.000040530187,0.000007336447,0.00003536058,0.00556374],"genre_scores_gemma":[0.9958943,0.0005972533,0.0026713992,0.000094499854,0.00042883598,7.9557026e-8,0.0000023531752,0.0000029800249,0.0003082972],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992908,0.000023201175,0.00018743375,0.000057214354,0.0002121063,0.00022923964],"domain_scores_gemma":[0.9995724,0.00001705231,0.0001700777,0.000056432098,0.00008454123,0.00009951992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032219203,0.0000757454,0.00009870724,0.00008195027,0.00015047465,0.000035926816,0.000070916845,0.000038294776,0.00048611776],"category_scores_gemma":[0.000028015118,0.00005992551,0.000029751647,0.00015987414,0.00003976267,0.0007617112,0.0000047669355,0.00017116564,0.00002209646],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016273105,0.000013287719,0.9520725,0.000031554806,0.000010197707,9.798819e-7,0.00039034794,0.00022371615,0.0015461849,5.003004e-7,0.005017125,0.040677335],"study_design_scores_gemma":[0.0011594481,0.0005779365,0.16647549,0.0010307531,0.00012600554,0.0024118416,0.0059113367,0.021821637,0.6235566,0.0005498414,0.17535377,0.0010253214],"about_ca_topic_score_codex":0.00029461237,"about_ca_topic_score_gemma":0.0000013261977,"teacher_disagreement_score":0.785597,"about_ca_system_score_codex":0.000009537491,"about_ca_system_score_gemma":0.00005000408,"threshold_uncertainty_score":0.5322649},"labels":[],"label_agreement":null},{"id":"W2066539310","doi":"10.1190/1.1836829","title":"Minimum weighted norm interpolation of seismic records","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":404,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Regularization (linguistics); Fast Fourier transform; Algorithm; Interpolation (computer graphics); Inverse problem; Wavenumber; Conjugate gradient method; Computer science; Fourier transform; Norm (philosophy); Mathematics; Mathematical analysis; Artificial intelligence","score_opus":0.008689906076449101,"score_gpt":0.2017382950581648,"score_spread":0.1930483889817157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066539310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792211,0.00005132966,0.005359537,0.00037221488,0.00034648308,0.00007242108,0.000029050663,0.00009456687,0.014453317],"genre_scores_gemma":[0.99535316,0.000022858247,0.0035691943,0.00069188536,0.00007439652,2.8164962e-7,0.00007382733,0.000002390249,0.0002120168],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99948084,0.000013420784,0.00013892667,0.00011732041,0.00012215723,0.00012735974],"domain_scores_gemma":[0.999689,0.000023784944,0.00007655719,0.00013635165,0.000039210892,0.000035113026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068183035,0.000073625015,0.00010145554,0.000055126064,0.00004561735,0.000010510943,0.0001188779,0.000028503317,0.00021405352],"category_scores_gemma":[0.000006804153,0.00006477148,0.000048036185,0.00017058384,0.000055495413,0.00016658338,0.000007188475,0.000076573255,0.0001941115],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013345187,0.00013146181,0.088406675,0.00009472234,0.000057694724,0.0000113931455,0.0020805285,0.0009959112,0.0023954075,0.0011235726,0.016492473,0.8880767],"study_design_scores_gemma":[0.0020371121,0.0011174874,0.1804679,0.0003432767,0.000084630556,0.00002997759,0.0009884996,0.33014646,0.09101209,0.3420498,0.050653476,0.0010692962],"about_ca_topic_score_codex":0.008313024,"about_ca_topic_score_gemma":0.00002953233,"teacher_disagreement_score":0.8870074,"about_ca_system_score_codex":0.000004328137,"about_ca_system_score_gemma":0.000038969316,"threshold_uncertainty_score":0.9982907},"labels":[],"label_agreement":null},{"id":"W2066955783","doi":"10.1190/1.1587683","title":"Seismic methods for deep mineral exploration: Mature technologies adapted to new targets","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Bedford Institute of Oceanography; Western University","funders":"","keywords":"Mineral exploration; Geology; Earth science; Mining engineering; Computer science; Geochemistry","score_opus":0.044503110494760516,"score_gpt":0.2994420742553453,"score_spread":0.2549389637605848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066955783","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002847074,0.0020392598,0.96556634,0.020416819,0.0008707599,0.0004837381,0.00000843379,0.00083873136,0.006928844],"genre_scores_gemma":[0.2618945,0.00006152983,0.7181502,0.0067179683,0.00019291746,0.00001589532,0.00004436712,0.000013489199,0.012909131],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992384,0.00008934185,0.00012665211,0.00020024409,0.00007914742,0.00026624286],"domain_scores_gemma":[0.9994271,0.00019936064,0.000044405428,0.00024396893,0.000031992833,0.00005317855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051686406,0.00012348544,0.00014169753,0.00009697351,0.00020269732,0.00007200842,0.00029747712,0.0000819379,0.00010859518],"category_scores_gemma":[0.00031674185,0.00008185614,0.00005245337,0.00027427654,0.000048383692,0.00017893054,0.000010355112,0.0001507659,0.00018732858],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027550754,0.0000046971045,0.0002937932,0.000009775002,0.000013472349,8.6235474e-7,0.0011184298,0.0019209852,0.0006205845,0.00080054125,0.45866176,0.5365275],"study_design_scores_gemma":[0.00012006713,0.000084753956,0.000045885303,0.000016190259,0.000012395656,0.000011980847,0.0007150461,0.03822316,0.021705585,0.022283675,0.9166241,0.00015713414],"about_ca_topic_score_codex":0.00019501755,"about_ca_topic_score_gemma":0.000012547104,"teacher_disagreement_score":0.5363704,"about_ca_system_score_codex":0.0000071549757,"about_ca_system_score_gemma":0.000031064985,"threshold_uncertainty_score":0.33379966},"labels":[],"label_agreement":null},{"id":"W2067082638","doi":"10.1190/1.1444895","title":"Seismic signal processing—A new millennium perspective","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; Petro-Canada","funders":"","keywords":"Data processing; Deconvolution; Computer science; Signal processing; Geology; Algorithm; Seismology; Digital signal processing; Database","score_opus":0.013149338442175394,"score_gpt":0.21939705892771094,"score_spread":0.20624772048553555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067082638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64286536,0.0062941806,0.047703803,0.011694003,0.0008379872,0.00055367016,0.00005743728,0.0016524381,0.2883411],"genre_scores_gemma":[0.9900615,0.00015059364,0.0013553282,0.0030855162,0.0004404716,4.566946e-7,0.000026029658,0.0000050967633,0.00487501],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991785,0.000020961194,0.00009965661,0.00023654153,0.0001926588,0.00027162518],"domain_scores_gemma":[0.9996201,0.000022967883,0.000050650964,0.0001272868,0.00006568582,0.00011330887],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006387387,0.00012433673,0.00011663175,0.000052609183,0.00015371184,0.000056908175,0.00018401434,0.000044880388,0.0009925055],"category_scores_gemma":[0.0000053341464,0.000108447275,0.00005756773,0.00026152143,0.00006787807,0.00025713892,0.000009288185,0.00014995741,0.00079118344],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047319016,0.000029600675,0.018283857,0.000009367582,0.0000142069275,0.000021314076,0.0011114343,0.0006059583,0.000055832104,0.0001440533,0.149677,0.83000004],"study_design_scores_gemma":[0.0006673234,0.00037203621,0.049717277,0.00007039338,0.000046978657,0.00009400305,0.0029189514,0.2743897,0.0018144444,0.06601194,0.6030976,0.0007993334],"about_ca_topic_score_codex":0.012680439,"about_ca_topic_score_gemma":0.000020073632,"teacher_disagreement_score":0.82920074,"about_ca_system_score_codex":0.000009796293,"about_ca_system_score_gemma":0.00012188362,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W2067408703","doi":"10.1063/1.3300474","title":"Probing long bones with ultrasonic body waves","year":2010,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ultrasonic sensor; Waveform; Acoustics; Ultrasound; Wave propagation; Geology; Physics; Optics; Computer science; Telecommunications","score_opus":0.006128496725877964,"score_gpt":0.18196742523922713,"score_spread":0.17583892851334917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067408703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876328,0.00000775446,0.0024197593,0.0009600122,0.00014204631,0.00016109913,0.0000061805044,0.00021925246,0.008451101],"genre_scores_gemma":[0.98985964,0.0000032249268,0.0037924112,0.0060208845,0.00021027152,0.0000033727786,0.00006231492,0.000007672083,0.000040182636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991941,0.000009167963,0.00009388372,0.00024395352,0.00018285908,0.00027603348],"domain_scores_gemma":[0.9995922,0.00005697148,0.000059669404,0.00021571145,0.000011662507,0.00006379047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083183186,0.0001430152,0.000120096185,0.00003267127,0.00015442984,0.0000719059,0.00018764369,0.000033585235,0.00015866474],"category_scores_gemma":[0.000002037039,0.00010969661,0.000031982658,0.00014337826,0.00015699974,0.0001587551,0.000006708733,0.00029912827,0.00014961704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099636745,0.000071012946,0.16178519,0.000075129385,0.000099970785,0.00003650218,0.001262779,0.0013035478,0.58585143,0.0034640569,0.035929665,0.21002108],"study_design_scores_gemma":[0.0014753575,0.00019567649,0.12063789,0.00010002026,0.00012164269,0.000091918046,0.0004740498,0.008231735,0.82212305,0.0030228037,0.041504096,0.0020217448],"about_ca_topic_score_codex":0.00050121034,"about_ca_topic_score_gemma":0.000017499791,"teacher_disagreement_score":0.23627162,"about_ca_system_score_codex":0.0000020845841,"about_ca_system_score_gemma":0.000018943521,"threshold_uncertainty_score":0.4473298},"labels":[],"label_agreement":null},{"id":"W2067444807","doi":"10.1190/1.1620623","title":"An inclusion-based model of elastic wave velocities incorporating patch-scale fluid pressure relaxation","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Porous medium; Moduli; Mechanics; Elastic modulus; Attenuation; Flow (mathematics); Relaxation (psychology); Geology; Porosity; Scale (ratio); Materials science; Poromechanics; Wave propagation; Physics; Geotechnical engineering; Optics; Composite material","score_opus":0.013287597109979944,"score_gpt":0.19956299373383973,"score_spread":0.18627539662385978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067444807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9113917,0.00010591707,0.083732955,0.000080182166,0.00015503656,0.00014753333,0.00010956344,0.00014679942,0.004130354],"genre_scores_gemma":[0.98415977,0.000004828645,0.015146067,0.00043456367,0.000030154864,0.0000011271301,0.00012299791,0.000004772193,0.000095738025],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991559,0.00007933391,0.0001854502,0.00017350409,0.00025617523,0.00014965239],"domain_scores_gemma":[0.9994248,0.00007314775,0.0001483577,0.00020783105,0.00009042121,0.000055434142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002195178,0.00010758095,0.00013613096,0.000051793602,0.00026475167,0.00001905814,0.000117730015,0.000060299553,0.00007642447],"category_scores_gemma":[0.00003787144,0.00009688509,0.00004060735,0.00014757762,0.00009045285,0.00025524994,0.0000148595955,0.00010459019,0.000011596229],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009337234,0.00019160795,0.07143293,0.00025223504,0.000034450135,0.0000045890356,0.0050911093,0.8295669,0.015853994,0.0023447908,0.0025231533,0.07261088],"study_design_scores_gemma":[0.000119179436,0.00010693329,0.0011716792,0.000027294613,0.000016744232,5.1344693e-7,0.00015584947,0.94994557,0.018128468,0.030015217,0.00019121813,0.00012134512],"about_ca_topic_score_codex":0.001855589,"about_ca_topic_score_gemma":0.000036039575,"teacher_disagreement_score":0.120378666,"about_ca_system_score_codex":0.0000038317244,"about_ca_system_score_gemma":0.00011626641,"threshold_uncertainty_score":0.39508593},"labels":[],"label_agreement":null},{"id":"W2067679998","doi":"10.1190/1.1776731","title":"Instantaneous phase and the detection of lateral wavelet stability","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada); University of Alberta; Cisco Systems (Canada)","funders":"","keywords":"Wavelet; Seismic vibrator; Waveform; Geology; Instantaneous phase; Amplitude; Envelope (radar); Phase (matter); Hinge; Computer science; Stability (learning theory); Algorithm; Seismology; Acoustics; Artificial intelligence; Structural engineering; Engineering; Physics; Optics; Telecommunications; Radar","score_opus":0.01794935819284638,"score_gpt":0.23020085889294625,"score_spread":0.21225150070009988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067679998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609417,0.00019966661,0.00055647,0.0010155346,0.00011507153,0.00009981302,0.000010180007,0.000044339424,0.00186478],"genre_scores_gemma":[0.9992496,0.000046726243,0.00007979373,0.00052823464,0.000030080342,3.715142e-7,0.0000027607484,0.000001250194,0.00006118367],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958116,0.0000623614,0.000093451104,0.00007871675,0.000089368834,0.00009494658],"domain_scores_gemma":[0.9996906,0.00011271339,0.00003946856,0.00012643274,0.000012515124,0.000018301986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004969597,0.00004975425,0.00008091432,0.000019208868,0.00013951256,0.00002352295,0.0001249382,0.000020095491,0.000048915423],"category_scores_gemma":[0.00003638178,0.00002439167,0.00002392422,0.000073309835,0.00031434468,0.00005988983,0.000008398771,0.00010174158,0.000017606399],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012928809,0.00007568734,0.011923476,0.000070690985,0.00004639991,0.000016249023,0.0134055065,0.00011060073,0.010081726,0.00085413107,0.00079059147,0.9613321],"study_design_scores_gemma":[0.01242512,0.0014340555,0.020662526,0.00020209482,0.00015721672,0.0007740058,0.0020545037,0.05018104,0.75863516,0.08972097,0.06301074,0.00074254954],"about_ca_topic_score_codex":0.0021517144,"about_ca_topic_score_gemma":0.0000731834,"teacher_disagreement_score":0.9605895,"about_ca_system_score_codex":0.000004398656,"about_ca_system_score_gemma":0.0000102445665,"threshold_uncertainty_score":0.3252763},"labels":[],"label_agreement":null},{"id":"W2068082749","doi":"10.2113/53.4.502","title":"Memorial: James Maxwell Mallett Dobson","year":2005,"lang":"en","type":"article","venue":"Bulletin of Canadian Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Citation; Library science; Engineering; Geology; Computer science","score_opus":0.007791331454186482,"score_gpt":0.18007092024453847,"score_spread":0.172279588790352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068082749","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13417654,0.0027731687,0.00006121152,0.22315896,0.001319878,0.00018045494,0.000120294695,0.0001930315,0.63801646],"genre_scores_gemma":[0.9602025,0.00033417298,0.0047836713,0.021068782,0.0004617059,0.0000015232409,0.000121180885,0.000007719648,0.013018709],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998765,0.00008410257,0.000254107,0.00025017027,0.00014911052,0.0004975382],"domain_scores_gemma":[0.9992312,0.000091085465,0.000091018344,0.00024285,0.000046977504,0.00029683378],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029565964,0.00014158014,0.00023445129,0.00062503596,0.000096544856,0.000015510692,0.00034217673,0.0001393834,0.036082894],"category_scores_gemma":[0.00006452267,0.00013716661,0.000075624,0.00014224881,0.00020614728,0.000029518887,0.000009995788,0.0001732315,0.0014214156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023628483,0.000005674226,0.016409395,0.0000071255363,0.0000128482,0.000022690996,0.00004618097,0.00041233245,0.0000072832518,0.00026155685,0.9347478,0.048043497],"study_design_scores_gemma":[0.00022727837,0.0001070507,0.0063895313,0.0000071525114,0.000008481515,0.000047926747,0.00006891899,0.0012309921,0.00042995243,0.0001699205,0.9911638,0.00014901014],"about_ca_topic_score_codex":0.732843,"about_ca_topic_score_gemma":0.16293798,"teacher_disagreement_score":0.826026,"about_ca_system_score_codex":0.000015278454,"about_ca_system_score_gemma":0.00016487458,"threshold_uncertainty_score":0.9993561},"labels":[],"label_agreement":null},{"id":"W2068146789","doi":"10.1190/1.2793117","title":"Measuring attenuation and velocity dispersion using vibrator sweeps","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuation; Dispersion (optics); Vibrator (electronic); Acoustics; Velocity dispersion; Optics; Physics","score_opus":0.040418875177091536,"score_gpt":0.23061428816368304,"score_spread":0.1901954129865915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068146789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96323127,0.000115448485,0.03066858,0.00016100355,0.0001015141,0.000048440346,0.0000018422676,0.000095774805,0.005576151],"genre_scores_gemma":[0.98644745,0.000014461165,0.012640306,0.0007803592,0.000044648143,2.7414233e-8,0.0000070781284,0.000001394702,0.000064273816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950135,0.000015264155,0.000089929854,0.00012515837,0.0001305819,0.00013772298],"domain_scores_gemma":[0.9997864,0.000037848815,0.000026395483,0.000060499013,0.000023088687,0.000065766515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041829332,0.000055835157,0.00005549766,0.00006450221,0.0001479222,0.00003491684,0.000046051333,0.000032712065,0.00030561342],"category_scores_gemma":[0.000024301891,0.00004502503,0.000014743761,0.00009140621,0.000038959657,0.0002494067,0.0000069738726,0.00005429672,0.000025883595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021686674,0.0000054488537,0.62735224,0.000011001394,0.000004857144,0.0000045703864,0.00018184168,0.000045318295,0.0031317703,0.000042565596,0.0010931573,0.36810553],"study_design_scores_gemma":[0.00025327693,0.00006096373,0.61644155,0.00004122497,0.000014151496,0.000026143814,0.00066950585,0.29848006,0.07545369,0.0006246963,0.007648511,0.00028620946],"about_ca_topic_score_codex":0.0036029124,"about_ca_topic_score_gemma":0.000054092416,"teacher_disagreement_score":0.3678193,"about_ca_system_score_codex":0.000004936859,"about_ca_system_score_gemma":0.000009559706,"threshold_uncertainty_score":0.54465497},"labels":[],"label_agreement":null},{"id":"W2068369352","doi":"10.1002/fld.528","title":"Dispersion analysis of the least‐squares finite‐element shallow‐water system","year":2003,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dispersion (optics); Dispersion relation; Shallow water equations; Finite element method; Polygon mesh; Mathematics; Least-squares function approximation; Galerkin method; Waves and shallow water; Applied mathematics; Mathematical analysis; Mechanics; Geometry; Physics; Thermodynamics; Optics; Statistics","score_opus":0.031072698959117295,"score_gpt":0.3452586864486287,"score_spread":0.31418598748951143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068369352","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038097426,0.0002841352,0.95397806,0.001298181,0.0033504602,0.00016708515,0.000070853945,0.000026700496,0.0027271172],"genre_scores_gemma":[0.8628846,0.000032597898,0.13623708,0.00056953914,0.000063204745,0.0000021819642,0.000019450787,0.0000038106687,0.00018754498],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982936,0.0004895861,0.00045441074,0.00015497922,0.00041662675,0.00019084002],"domain_scores_gemma":[0.99909633,0.00044711938,0.000114840725,0.00012559655,0.00015483971,0.00006127649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001708983,0.0001010971,0.00022870918,0.00034434776,0.00010455145,0.000053796284,0.00048961345,0.000046927824,0.0008855434],"category_scores_gemma":[0.00041716773,0.000055958903,0.00032623086,0.000339015,0.000057565157,0.000117383664,0.000020823483,0.00017609766,0.000005626121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031369348,0.00015928387,0.63680536,0.000040067025,0.0015025134,0.00002239009,0.0009752864,0.046921454,0.002982053,0.0034206063,0.0037062955,0.30315098],"study_design_scores_gemma":[0.000740177,0.00021814229,0.030751338,0.00014595133,0.00033085878,0.00007163019,0.0012088119,0.8068701,0.0350904,0.0039863307,0.1203048,0.00028147554],"about_ca_topic_score_codex":0.00037335,"about_ca_topic_score_gemma":0.0000070391193,"teacher_disagreement_score":0.82478714,"about_ca_system_score_codex":0.000043195774,"about_ca_system_score_gemma":0.000026101885,"threshold_uncertainty_score":0.96960795},"labels":[],"label_agreement":null},{"id":"W2068478129","doi":"10.1190/1.2370035","title":"Stabilizing explicit frequency‐space migration using local WKBJ operators","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Space (punctuation); Computer science; Control theory (sociology); Artificial intelligence; Control (management)","score_opus":0.015289989802403044,"score_gpt":0.21432651805943617,"score_spread":0.19903652825703314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068478129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90093404,0.000250802,0.0738688,0.0006099932,0.00017023092,0.000101555495,0.000008504579,0.00027028855,0.023785792],"genre_scores_gemma":[0.98096234,0.000010101628,0.017739022,0.0008249781,0.00007896839,3.950606e-7,0.000039037153,0.0000033097608,0.000341842],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921024,0.000040623512,0.000160274,0.00020160347,0.00017078311,0.0002164588],"domain_scores_gemma":[0.9997095,0.00003450778,0.000035880876,0.00013278138,0.00003660901,0.000050734863],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016798636,0.00010539375,0.0000963517,0.00008350092,0.00016703705,0.00007374709,0.00010553457,0.000051897747,0.0014957077],"category_scores_gemma":[0.000009503727,0.000084967876,0.000036920625,0.00018861612,0.000056533027,0.00036612598,0.0000054828756,0.00008220901,0.00010146847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014238179,0.000036117104,0.8830518,0.00002252845,0.000010263594,0.000018823035,0.00028838066,0.0102539845,0.010479557,0.0027256396,0.03727724,0.055821393],"study_design_scores_gemma":[0.0002708824,0.00012186116,0.019557172,0.000045495264,0.000018698489,0.00003579164,0.0020843414,0.79804635,0.14778006,0.004821803,0.026646495,0.0005710246],"about_ca_topic_score_codex":0.13799243,"about_ca_topic_score_gemma":0.001748637,"teacher_disagreement_score":0.86349463,"about_ca_system_score_codex":0.000012713101,"about_ca_system_score_gemma":0.00003990435,"threshold_uncertainty_score":0.99941707},"labels":[],"label_agreement":null},{"id":"W2068497595","doi":"10.1190/1.1439012","title":"The role of passive microseismic monitoring in the instrumented oil field","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Canadian Apheresis Group","funders":"","keywords":"Microseism; Field (mathematics); Oil field; Environmental science; Petroleum engineering; Geology; Seismology; Mathematics","score_opus":0.012148210240886241,"score_gpt":0.2279951483018058,"score_spread":0.21584693806091956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068497595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668636,0.0010478956,0.00001589329,0.0067626988,0.00033537194,0.000059693433,0.0000024916365,0.000035346973,0.02487706],"genre_scores_gemma":[0.9975003,0.00043374603,0.000038629165,0.0011236825,0.000099924495,0.0000016046002,0.0000019786407,0.0000019159545,0.00079824217],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993652,0.00010024081,0.00012967795,0.00008690307,0.00012538397,0.00019256963],"domain_scores_gemma":[0.99928,0.0004124941,0.00005997959,0.00021579038,0.000013840896,0.000017926654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042536255,0.00006807277,0.00007304962,0.000033781664,0.00026519416,0.000047934525,0.00048811536,0.000030236906,0.000035109217],"category_scores_gemma":[0.00006863697,0.00003133802,0.000035999212,0.00018914348,0.00009555284,0.00007086974,0.000013601398,0.00020721904,0.000055116172],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002617188,0.000007114774,0.16372213,0.0000032767668,0.00000717947,0.0000031402362,0.002566826,0.000031420244,0.0007216404,0.000064388,0.005604065,0.8272427],"study_design_scores_gemma":[0.0004053201,0.0001907764,0.046555758,0.00021073424,0.000025702364,0.0000790709,0.019250764,0.012563382,0.112261996,0.006915658,0.80125725,0.0002835684],"about_ca_topic_score_codex":0.0028438978,"about_ca_topic_score_gemma":0.00005362775,"teacher_disagreement_score":0.8269591,"about_ca_system_score_codex":0.000004466473,"about_ca_system_score_gemma":0.000016535523,"threshold_uncertainty_score":0.42991418},"labels":[],"label_agreement":null},{"id":"W2068549956","doi":"10.1190/1.1816092","title":"Prestack elastic Kirchhoff migration for multicomponent seismic data in variable velocity media","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BP (Canada)","funders":"","keywords":"Prestack; Geology; Seismic migration; Seismology; Variable (mathematics); Mathematical analysis; Mathematics","score_opus":0.031102408688356953,"score_gpt":0.24003629108713928,"score_spread":0.20893388239878233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068549956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92307603,0.00029152233,0.055066023,0.0028333094,0.000529776,0.000905355,0.000938637,0.0004399287,0.015919434],"genre_scores_gemma":[0.9506468,0.000097632226,0.044342004,0.0016378089,0.00007455476,0.0000033443248,0.0021125579,0.0000039642173,0.0010812882],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990985,0.000044466044,0.00019371795,0.00029015282,0.00014287597,0.00023028225],"domain_scores_gemma":[0.9992671,0.00030055628,0.000027399547,0.00032329408,0.000017492748,0.00006414906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003818791,0.00009460773,0.00011649285,0.00006631095,0.00007113971,0.00004160637,0.00034112064,0.000052199975,0.0035410377],"category_scores_gemma":[0.00007989838,0.00007815324,0.000016707358,0.00012593405,0.00003993197,0.0003644814,0.000012420461,0.00008736565,0.00017984294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024668445,0.000144159,0.050832823,0.00007724797,0.000020082107,0.000006469886,0.0006223022,0.017579988,0.0001234056,0.0000906877,0.18630193,0.74395424],"study_design_scores_gemma":[0.00024890108,0.000027895965,0.014959976,0.000016214815,0.00000603769,0.0000023877321,0.000036373207,0.8361275,0.00022376167,0.0007773418,0.1474731,0.0001004758],"about_ca_topic_score_codex":0.020844294,"about_ca_topic_score_gemma":0.00093785336,"teacher_disagreement_score":0.81854755,"about_ca_system_score_codex":0.0000063411667,"about_ca_system_score_gemma":0.000045690842,"threshold_uncertainty_score":0.9973699},"labels":[],"label_agreement":null},{"id":"W2068974554","doi":"10.1190/1.1851155","title":"Inversion of P‐wave nonhyperbolic moveout in azimuthally anisotropic media: Methodology and field‐data application","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Azimuth; Normal moveout; Geology; Anisotropy; Offset (computer science); Inversion (geology); Overburden; Seismology; Geophysics; Optics; Computer science; Physics","score_opus":0.06311891014070482,"score_gpt":0.2713353787446073,"score_spread":0.20821646860390247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068974554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480161,0.00047527326,0.04064948,0.004344529,0.00012761824,0.00019730182,0.000027576401,0.00008039051,0.006081692],"genre_scores_gemma":[0.9504779,0.0005108302,0.047092978,0.0018086908,0.000021114916,4.2887405e-7,0.00007207763,0.0000015229733,0.00001447101],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934214,0.000058496684,0.0001598226,0.0002210888,0.00009768871,0.000120768935],"domain_scores_gemma":[0.9994048,0.00022722057,0.000049873015,0.0002573991,0.000017172784,0.000043535296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031901654,0.00006828464,0.00014219793,0.00012447254,0.000025987563,0.0000066232205,0.00018911331,0.00007862546,0.00015693565],"category_scores_gemma":[0.00009163072,0.000056368637,0.000012486266,0.00014652868,0.00006946184,0.00016361916,0.000031933403,0.00009172195,0.000015655227],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068896494,0.0000385122,0.13987349,0.000046208683,0.000010413422,0.000012891279,0.0010363818,0.0001734444,0.0017019182,0.0024021629,0.0016722968,0.8529634],"study_design_scores_gemma":[0.0041476707,0.0010372369,0.2438168,0.00017379996,0.00007429402,0.00014579316,0.0028275296,0.33858135,0.11567894,0.27857998,0.013975684,0.0009609184],"about_ca_topic_score_codex":0.023273412,"about_ca_topic_score_gemma":0.0013865515,"teacher_disagreement_score":0.8520025,"about_ca_system_score_codex":0.000002948133,"about_ca_system_score_gemma":0.000032112686,"threshold_uncertainty_score":0.9832307},"labels":[],"label_agreement":null},{"id":"W2069502971","doi":"10.2118/114902-ms","title":"Fracture Detection in Unconventional Gas Plays Using 3D-Seismic Data","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tight gas; Geology; Drilling; Coalbed methane; Anisotropy; Natural gas; Azimuth; Petroleum engineering; Oil shale; Seismology; Natural gas field; Fracture (geology); Unconventional oil; Permeability (electromagnetism); Coal; Mining engineering; Petrology; Coal mining; Hydraulic fracturing; Geotechnical engineering; Paleontology","score_opus":0.04822960888528007,"score_gpt":0.24762862521691234,"score_spread":0.19939901633163226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069502971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9575478,0.00018365144,0.035496227,0.00053057895,0.00028883232,0.00010393772,0.000042185005,0.00015576564,0.005651025],"genre_scores_gemma":[0.9922485,0.000055910616,0.0048708813,0.002318358,0.00007120996,1.4788293e-7,0.00020888344,0.0000021016567,0.0002240135],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927455,0.00003655042,0.00013814375,0.00022767756,0.00016282166,0.00016025334],"domain_scores_gemma":[0.99963725,0.00003893293,0.000038242044,0.00022875187,0.000014405784,0.000042438056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018623134,0.00007827514,0.00008308828,0.0001209828,0.00013539847,0.000016245223,0.00022022886,0.000057614176,0.0021943515],"category_scores_gemma":[0.00002176235,0.00006586426,0.000019552233,0.00016368588,0.00005689677,0.00043086853,0.000017694721,0.00014981507,0.00012235034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010011871,0.000076272816,0.5979254,0.000026872407,0.000025830052,0.00015444493,0.00030210792,0.023501601,0.0005314127,0.000010072553,0.06645481,0.31089103],"study_design_scores_gemma":[0.0001480509,0.00002179952,0.02403048,0.000011066892,0.000003185519,0.00013492195,0.00004835014,0.9400688,0.002010836,0.00037440605,0.03304078,0.000107333566],"about_ca_topic_score_codex":0.020957,"about_ca_topic_score_gemma":0.00037480937,"teacher_disagreement_score":0.9165672,"about_ca_system_score_codex":0.000007403776,"about_ca_system_score_gemma":0.000048263864,"threshold_uncertainty_score":0.9987178},"labels":[],"label_agreement":null},{"id":"W2069514048","doi":"10.2523/iptc-13998-abstract","title":"Requirements for Improved Resolution","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Resolution (logic); Artificial intelligence","score_opus":0.023006284929809006,"score_gpt":0.2628082336134546,"score_spread":0.23980194868364563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069514048","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29510868,0.00047249268,0.32174906,0.23429742,0.0033296936,0.00080516364,0.00039427826,0.0028929908,0.14095023],"genre_scores_gemma":[0.9866285,0.00003865408,0.01007101,0.00195319,0.00006209689,0.0000038435965,0.000110484754,0.0000017464861,0.001130495],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999258,0.00000889189,0.00017291318,0.00024149049,0.00011332969,0.00020536373],"domain_scores_gemma":[0.9995535,0.000024126062,0.00008628565,0.00015695713,0.00014697202,0.00003218677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000143318,0.00009583991,0.00009869789,0.00028232712,0.00009102893,0.00004138369,0.0004625995,0.000107249325,0.00038669712],"category_scores_gemma":[0.00010867421,0.000089624635,0.00004110436,0.000096215255,0.00008963452,0.0001899654,0.0000109252705,0.00012505768,0.000058332524],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001844056,0.000059179067,0.017045641,0.0000042798647,0.000043829652,0.0000048615134,0.000027539405,0.00008593891,0.008393589,0.029149292,0.028506037,0.9164954],"study_design_scores_gemma":[0.00088225707,0.0006720544,0.013606819,0.000045317192,0.000012946893,0.000030331703,0.00009566547,0.5110317,0.013016669,0.17646903,0.28383362,0.00030361774],"about_ca_topic_score_codex":0.00012543726,"about_ca_topic_score_gemma":0.000015445827,"teacher_disagreement_score":0.9161918,"about_ca_system_score_codex":0.000014600189,"about_ca_system_score_gemma":0.00003651869,"threshold_uncertainty_score":0.4234062},"labels":[],"label_agreement":null},{"id":"W2069758842","doi":"10.1190/1.2792942","title":"TTI wave‐equation migration","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Wave equation; Geology; Mathematics; Mathematical analysis","score_opus":0.02837108438674133,"score_gpt":0.2219175717099091,"score_spread":0.1935464873231678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069758842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4841043,0.00007885125,0.16942403,0.0018444973,0.00035935943,0.00010550861,0.0000032222495,0.00040766626,0.34367257],"genre_scores_gemma":[0.98706746,0.000012663157,0.0084616495,0.0023479916,0.000055521406,6.120712e-8,0.000050427054,7.398982e-7,0.0020034907],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99961585,0.000009487097,0.00008502248,0.00007868373,0.00010577014,0.000105213105],"domain_scores_gemma":[0.9998214,0.00004142809,0.000020444646,0.00006231149,0.000018860943,0.00003553004],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003544209,0.00003724189,0.000032133994,0.000059033875,0.00005734548,0.000018993474,0.00003665514,0.000025637884,0.0030381843],"category_scores_gemma":[0.000017834687,0.000028798271,0.000016484466,0.000090053756,0.000017259164,0.00014993631,0.0000013408028,0.000036111844,0.00044711638],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011199245,0.0000056336125,0.11736961,0.0000024671442,0.0000022714878,0.0000035847772,0.0001287864,0.000019016286,0.00025036582,0.00045006623,0.05254507,0.82921195],"study_design_scores_gemma":[0.00017506686,0.00012470697,0.40399584,0.000009734805,0.0000065071586,0.000017827502,0.00046070956,0.24637227,0.05496787,0.005432624,0.28820723,0.0002296049],"about_ca_topic_score_codex":0.004761488,"about_ca_topic_score_gemma":0.0002944746,"teacher_disagreement_score":0.82898235,"about_ca_system_score_codex":0.0000020312802,"about_ca_system_score_gemma":0.000007097465,"threshold_uncertainty_score":0.9978732},"labels":[],"label_agreement":null},{"id":"W2069847590","doi":"10.3997/2214-4609.20140816","title":"One-step Lowrank Wave Extrapolation","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Extrapolation; Isotropy; Waveform; Anisotropy; Dispersion (optics); Inversion (geology); Computer science; Scheme (mathematics); Algorithm; Physics; Mathematical analysis; Mathematics; Optics; Telecommunications; Geology","score_opus":0.020695944198778703,"score_gpt":0.20110179114762478,"score_spread":0.18040584694884607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069847590","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46042934,0.00015424116,0.006665129,0.0024766398,0.00032698293,0.0001969128,0.0000059652602,0.000694659,0.5290501],"genre_scores_gemma":[0.9900757,0.000019276125,0.007464892,0.0018162702,0.00015050694,6.720105e-7,0.000013120258,0.000002891255,0.00045667507],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937844,0.000004987529,0.0001071948,0.00016848644,0.00016615886,0.00017475849],"domain_scores_gemma":[0.9997639,0.000023453318,0.00004815716,0.000047829762,0.00005176999,0.00006485727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002703147,0.00007204942,0.000082523315,0.00007227492,0.000104147875,0.00006329791,0.00009692035,0.00004533376,0.0006838518],"category_scores_gemma":[0.000054543012,0.000067111,0.000029625578,0.00012045293,0.000040863917,0.00029056435,0.00000528388,0.00009127988,0.0002598712],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017703014,0.000010497603,0.10209532,0.000034748748,0.0000060594484,2.6348e-7,0.0002962265,0.0000021564924,0.0005467541,0.0014364021,0.030970251,0.8645836],"study_design_scores_gemma":[0.00033984115,0.00022242266,0.123898566,0.000071319555,0.000021606591,0.000016927514,0.00018213788,0.4277127,0.012482902,0.013359776,0.42131397,0.00037783253],"about_ca_topic_score_codex":0.0005440058,"about_ca_topic_score_gemma":0.0000032644386,"teacher_disagreement_score":0.8642058,"about_ca_system_score_codex":0.000002825292,"about_ca_system_score_gemma":0.000006365631,"threshold_uncertainty_score":0.7487697},"labels":[],"label_agreement":null},{"id":"W2069996177","doi":"10.1190/1.3353731","title":"Continuous hypocenter and source mechanism inversion via a Green's function-based matching pursuit algorithm","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hypocenter; Microseism; Seismology; Geology; Hydraulic fracturing; Inversion (geology); Algorithm; Geophone; Induced seismicity; Computer science; Petroleum engineering; Tectonics","score_opus":0.007927862869610534,"score_gpt":0.19234284258112605,"score_spread":0.18441497971151552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069996177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8212517,0.00013416183,0.16630507,0.005460467,0.002023001,0.00030374646,0.000017113076,0.0005744139,0.003930324],"genre_scores_gemma":[0.9875454,0.000005647799,0.0033424224,0.0068717906,0.00020618897,0.0000010912338,0.000021595926,0.000007779039,0.0019980925],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918985,0.00005638949,0.00011500953,0.00021154097,0.00018395881,0.00024326683],"domain_scores_gemma":[0.9994825,0.00014431382,0.00006513792,0.00019910047,0.000025398533,0.00008352263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048660437,0.00012921366,0.00012590339,0.000084947336,0.00036141375,0.00010079906,0.00023673695,0.00007455797,0.00030679393],"category_scores_gemma":[0.000016520898,0.00008960028,0.000045868313,0.000097757715,0.00012155138,0.00014074105,0.000022480635,0.0003630037,0.00030090022],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034690293,0.000014803492,0.007235495,0.000017780407,0.000017441032,0.0000070483775,0.00066813704,0.000014795902,0.0054003,0.00008949019,0.014466734,0.97203326],"study_design_scores_gemma":[0.0011818805,0.00039222074,0.0068499893,0.000108211236,0.00011561002,0.00013170237,0.0009027061,0.6831119,0.015528918,0.032008514,0.25891316,0.0007551904],"about_ca_topic_score_codex":0.0031720737,"about_ca_topic_score_gemma":0.000056138473,"teacher_disagreement_score":0.9712781,"about_ca_system_score_codex":0.0000035147154,"about_ca_system_score_gemma":0.000014948217,"threshold_uncertainty_score":0.4795248},"labels":[],"label_agreement":null},{"id":"W2070050810","doi":"10.1190/geo2012-0051.1","title":"Bayesian inversion of VSP traveltimes for linear inhomogeneity and elliptical anisotropy","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Anisotropy; Inversion (geology); Bayesian probability; Geology; Interpretation (philosophy); Resolution (logic); Data set; Set (abstract data type); Algorithm; Data mining; Geometry; Computer science; Statistics; Mathematics; Physics; Seismology; Optics; Artificial intelligence","score_opus":0.015340213058634849,"score_gpt":0.2285133553185955,"score_spread":0.21317314225996067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070050810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96990454,0.0003350142,0.02761557,0.0002674372,0.00022631689,0.00018612076,0.000096276875,0.00006424654,0.0013044514],"genre_scores_gemma":[0.98062223,0.00005271786,0.018622233,0.00040769478,0.00015362231,4.1892105e-7,0.00004823249,0.0000028827046,0.000089991285],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946535,0.000020943338,0.000106623105,0.00010590944,0.0000999383,0.00020123829],"domain_scores_gemma":[0.99966186,0.000071683484,0.000044149252,0.000099337514,0.000028513472,0.00009444213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013660488,0.00007917551,0.0001244815,0.000029959034,0.00007576062,0.000007379133,0.00007106283,0.000048094338,0.000082872386],"category_scores_gemma":[0.000017633532,0.00006720317,0.00004535937,0.00007113935,0.00010157615,0.00017006292,0.000009891246,0.000055220822,0.000020928648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020954704,0.00016622795,0.5051139,0.00026274132,0.000058377136,0.0000013751504,0.0014115972,0.00006626942,0.0035403757,0.0029090026,0.018969558,0.46729106],"study_design_scores_gemma":[0.0013870781,0.001106707,0.17288007,0.00008334079,0.00016112157,0.000016574122,0.00069949415,0.52144533,0.19780461,0.033913285,0.069641784,0.0008606171],"about_ca_topic_score_codex":0.00051178236,"about_ca_topic_score_gemma":0.000001986694,"teacher_disagreement_score":0.52137905,"about_ca_system_score_codex":0.0000018122744,"about_ca_system_score_gemma":0.0000151611775,"threshold_uncertainty_score":0.27404654},"labels":[],"label_agreement":null},{"id":"W2070349084","doi":"10.1190/1.3496910","title":"Introduction to this special section: Multicomponent seismic","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Section (typography); Seismic wave; Geology; Conversation; Seismology; Seismic energy; Energy (signal processing); Geophysics; Dispersive body waves; Acoustics; Computer science; Physics; Communication","score_opus":0.012832777314578417,"score_gpt":0.22302227878595815,"score_spread":0.21018950147137974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070349084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85619026,0.000026277272,0.0012122894,0.053660743,0.026333975,0.00027364618,0.000011517428,0.00043917677,0.06185211],"genre_scores_gemma":[0.94386506,0.0000073325555,0.0013646688,0.004587211,0.038740736,0.0000014572147,0.000023234537,0.0000050366016,0.011405234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993717,0.00003781113,0.00009858077,0.00017884237,0.00013398625,0.00017907104],"domain_scores_gemma":[0.99960667,0.000052156855,0.000029926325,0.00022739482,0.00002142061,0.00006240457],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037595115,0.00008048783,0.00007863358,0.00007300539,0.00026392413,0.00005981385,0.00020355295,0.000043048105,0.0053415583],"category_scores_gemma":[0.000048913225,0.000054721873,0.000031336443,0.00014459796,0.000067332,0.00010893499,0.0000119935585,0.00032451947,0.0044694627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015544738,0.0000055686614,0.0013717525,0.0000020948833,0.0000036825752,9.606515e-7,0.0005250727,0.00015969206,0.0031437692,0.000048709546,0.9048044,0.08991873],"study_design_scores_gemma":[0.000053539603,0.00003293462,0.0033899797,0.0000032738674,0.0000055412115,0.000032339543,0.000049113773,0.008607588,0.008256015,0.00018306031,0.9792978,0.00008876952],"about_ca_topic_score_codex":0.001201096,"about_ca_topic_score_gemma":0.00009460404,"teacher_disagreement_score":0.08982997,"about_ca_system_score_codex":0.000006229165,"about_ca_system_score_gemma":0.000012225809,"threshold_uncertainty_score":0.99630564},"labels":[],"label_agreement":null},{"id":"W2070519020","doi":"10.1190/1.1816101","title":"Downward extrapolation from topography with a laterally variable depth step","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Extrapolation; Variable (mathematics); Geology; Geodesy; Mathematics; Statistics; Mathematical analysis","score_opus":0.006670303121841092,"score_gpt":0.1769464575048126,"score_spread":0.17027615438297153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070519020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5291382,0.00016309509,0.010829381,0.00035210358,0.00007533237,0.00013930624,0.000044390632,0.0004543955,0.45880377],"genre_scores_gemma":[0.9193468,0.000049091675,0.07426016,0.0030440174,0.00004862747,7.117447e-7,0.00016709713,0.0000028228048,0.0030806814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938196,0.000026574255,0.00009872132,0.00018329639,0.00014505202,0.0001644227],"domain_scores_gemma":[0.999732,0.000025451078,0.000020471576,0.00014154919,0.000016327884,0.000064210304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077151875,0.000088931396,0.00008455367,0.00005663601,0.000087300425,0.00006836668,0.00010876867,0.000039800838,0.03731033],"category_scores_gemma":[0.0000012874829,0.00005998401,0.000025345307,0.00018163752,0.000037644673,0.00026094436,0.0000016538057,0.00007186839,0.0002827738],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009954359,0.000014373022,0.3985421,0.0000028755758,0.000018252484,0.0000061987525,0.00012210713,0.00030758203,0.000035406287,0.00006801635,0.019305056,0.5814785],"study_design_scores_gemma":[0.0006095592,0.00030703988,0.3407361,0.000042270818,0.00003008266,0.000015527401,0.000095846124,0.079459,0.0008893961,0.0041269166,0.57328427,0.00040404111],"about_ca_topic_score_codex":0.03855988,"about_ca_topic_score_gemma":0.00033936414,"teacher_disagreement_score":0.5810744,"about_ca_system_score_codex":0.0000014006426,"about_ca_system_score_gemma":0.000017898721,"threshold_uncertainty_score":0.96784246},"labels":[],"label_agreement":null},{"id":"W2070644263","doi":"10.1139/t03-020","title":"Application of seismic stratigraphy and sedimentology to regional hydrogeological investigations: an example from Oak Ridges Moraine, southern Ontario, Canada","year":2003,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Hydrogeology; Moraine; Stratigraphy; Aquifer; Sedimentary depositional environment; Structural geology; Geomorphology; Sedimentology; Isopach map; Groundwater; Groundwater flow; Facies; Paleontology; Glacial period; Geotechnical engineering","score_opus":0.021796553085536168,"score_gpt":0.19677984593176925,"score_spread":0.1749832928462331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070644263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990097,0.0002300911,0.0053822123,0.0034451333,0.000071895396,0.00017517613,0.00014822988,0.000027591892,0.00042269175],"genre_scores_gemma":[0.9872405,0.000009149001,0.0041776933,0.00837745,0.00003701372,0.000002234377,0.00011237252,0.0000031473642,0.000040448987],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988845,0.00011196522,0.00028575285,0.00024725252,0.00017859827,0.0002919029],"domain_scores_gemma":[0.99869305,0.00007926066,0.000103242215,0.00017819289,0.00006106228,0.0008852012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029494322,0.00012278838,0.0001798543,0.00016515411,0.0002033139,0.00003413654,0.00021936597,0.00009947895,0.0006268458],"category_scores_gemma":[0.000039880717,0.00011007129,0.00003273325,0.00017603116,0.00018197883,0.00009903128,0.000004534679,0.0003350718,0.000004757398],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008585676,0.000067265966,0.7388856,0.000011655635,0.00015012675,0.0001585968,0.0018134526,0.033461407,0.0009972693,0.0037093626,0.1338236,0.0868358],"study_design_scores_gemma":[0.0006715002,0.00043584002,0.20368586,0.00004823436,0.000058074256,0.00061745686,0.0018764234,0.060482286,0.0007937397,0.054681316,0.67600286,0.0006463986],"about_ca_topic_score_codex":0.99955404,"about_ca_topic_score_gemma":0.9977642,"teacher_disagreement_score":0.5421793,"about_ca_system_score_codex":0.000058131543,"about_ca_system_score_gemma":0.0015633033,"threshold_uncertainty_score":0.68635225},"labels":[],"label_agreement":null},{"id":"W2070709845","doi":"10.1007/s10659-008-9186-9","title":"Invariant Properties for Finding Distance in Space of Elasticity Tensors","year":2008,"lang":"en","type":"article","venue":"Journal of Elasticity","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Elasticity (physics); Homogeneous space; Symmetric tensor; Mathematics; Eigenvalues and eigenvectors; Invariant (physics); Cartesian tensor; Isotropy; Tensor density; Mathematical analysis; Tensor (intrinsic definition); Tensor contraction; Tensor field; Pure mathematics; Geometry; Exact solutions in general relativity; Mathematical physics; Physics; Quantum mechanics","score_opus":0.040409886869502414,"score_gpt":0.22510954709900757,"score_spread":0.18469966022950515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070709845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96717733,0.00023209758,0.031471826,0.00031931844,0.0001873107,0.00009639796,0.000021060374,0.0000099447025,0.0004846841],"genre_scores_gemma":[0.9946072,0.00008196526,0.0050431597,0.0001060846,0.000069453155,2.978437e-7,0.0000010604185,0.0000026725343,0.00008808872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900466,0.00005185785,0.00042138982,0.0000968312,0.00023470183,0.00019055078],"domain_scores_gemma":[0.99908596,0.00029251666,0.00033901274,0.00006782789,0.0001448998,0.00006980084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004299696,0.00009339597,0.0002766278,0.00016232024,0.000088675,0.0000105420695,0.00018016712,0.000046276586,0.0000827528],"category_scores_gemma":[0.0007751406,0.00006561275,0.00008244449,0.00015937748,0.00015281324,0.00023858632,0.000007800257,0.00019079461,0.0000032104588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014079749,0.00021799389,0.95089924,0.00024096404,0.000063675885,0.0001275491,0.00217615,0.024675125,0.004230414,0.00041090455,0.011733075,0.003816943],"study_design_scores_gemma":[0.0020976758,0.0018132034,0.6987002,0.0011224968,0.00007710796,0.00051513006,0.0009674876,0.2150458,0.06979251,0.0022633804,0.00710311,0.00050192355],"about_ca_topic_score_codex":0.0005468867,"about_ca_topic_score_gemma":0.00004444089,"teacher_disagreement_score":0.25219905,"about_ca_system_score_codex":0.000013608735,"about_ca_system_score_gemma":0.000106370615,"threshold_uncertainty_score":0.26756105},"labels":[],"label_agreement":null},{"id":"W2070723380","doi":"10.1190/1.1542754","title":"3D reverse-time migration using the acoustic wave equation: An experience with the SEG/EAGE data set","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Seismic migration; Geology; Set (abstract data type); Data set; Acoustics; Computer science; Seismology; Artificial intelligence; Physics","score_opus":0.11175185205562806,"score_gpt":0.2815010217234958,"score_spread":0.16974916966786774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070723380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91651815,0.00041796616,0.06374118,0.0076736454,0.0006955671,0.00070282596,0.000088274355,0.00031120967,0.009851174],"genre_scores_gemma":[0.9925119,0.00001694556,0.0019967665,0.003772399,0.00012067404,0.0000013511918,0.00008224505,0.000005223622,0.0014924487],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896264,0.00028270957,0.0001079674,0.00021978053,0.00022445434,0.00020242545],"domain_scores_gemma":[0.99885345,0.0002328476,0.000082998275,0.00076711917,0.00002964134,0.00003397778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010240533,0.00010750023,0.000083157815,0.000024529596,0.00072298344,0.00015177534,0.00056359207,0.000030597177,0.0003682161],"category_scores_gemma":[0.00009069612,0.00004683441,0.000015483423,0.00022726718,0.00024592842,0.00048660272,0.000020307416,0.00017390196,0.00013302959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020402002,0.00007641898,0.023691833,0.000058131485,0.00013956925,0.000058488993,0.11605786,0.030158136,0.0135757,0.0005187156,0.7296824,0.08577872],"study_design_scores_gemma":[0.000091746675,0.000067192224,0.00050917856,0.000030484234,0.000048745635,0.00009069137,0.005024108,0.9152558,0.0017356329,0.00014753717,0.0768326,0.0001662999],"about_ca_topic_score_codex":0.001126334,"about_ca_topic_score_gemma":0.00011235856,"teacher_disagreement_score":0.8850976,"about_ca_system_score_codex":0.000007883195,"about_ca_system_score_gemma":0.000047926515,"threshold_uncertainty_score":0.5560677},"labels":[],"label_agreement":null},{"id":"W2071226845","doi":"10.2118/117324-ms","title":"Effect of Ultrasonic Intensity and Frequency on Oil/Heavy-Oil Recovery from Different Wettability Rocks","year":2008,"lang":"en","type":"article","venue":"International Thermal Operations and Heavy Oil Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Children's Healthcare of Atlanta","keywords":"Ultrasonic sensor; Imbibition; Materials science; Wetting; Saturation (graph theory); Intensity (physics); Porosity; Sound intensity; Petroleum engineering; Viscosity; Composite material; Porous medium; Acoustics; Optics; Geology","score_opus":0.010130891625112525,"score_gpt":0.22173235090372198,"score_spread":0.21160145927860946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071226845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98701775,0.00030489237,0.000037841095,0.002055263,0.0004558198,0.000032680873,0.00024241775,0.000046343663,0.009806985],"genre_scores_gemma":[0.9965632,0.0014259156,0.0002089343,0.000731655,0.00012232055,0.000004438674,0.00017886149,0.000004699388,0.00075998815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893373,0.00012124815,0.0002647891,0.00030185762,0.0002320368,0.0001463529],"domain_scores_gemma":[0.99932885,0.00028293958,0.00005428867,0.00015706533,0.000089006746,0.000087842716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019835816,0.00016956602,0.00023379026,0.00008291518,0.00025767632,0.000059054513,0.00014770398,0.00007618358,0.00051543134],"category_scores_gemma":[0.000053039523,0.00012504123,0.00006681834,0.000044959845,0.0001816427,0.00026889995,0.000020823527,0.00018345346,0.000018943158],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022305374,0.00032081705,0.65244645,0.00010593626,0.0002679477,0.000028687207,0.0015541692,0.0025490164,0.025913961,0.00020885514,0.0015894842,0.31278414],"study_design_scores_gemma":[0.0034148262,0.004153027,0.54736906,0.0006916322,0.00015362052,0.00024920847,0.00023078285,0.10063477,0.33588853,0.00064393505,0.005259635,0.0013109822],"about_ca_topic_score_codex":0.013249589,"about_ca_topic_score_gemma":0.0002473208,"teacher_disagreement_score":0.31147316,"about_ca_system_score_codex":0.000018610945,"about_ca_system_score_gemma":0.0000308214,"threshold_uncertainty_score":0.99332124},"labels":[],"label_agreement":null},{"id":"W2071269828","doi":"10.1190/1.1817231","title":"Robust AVP estimation using least‐squares wave‐equation migration","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Estimation; Least-squares function approximation; Computer science; Control theory (sociology); Mathematics; Statistics; Engineering; Artificial intelligence; Control (management)","score_opus":0.10337684385551144,"score_gpt":0.22260240061798642,"score_spread":0.11922555676247498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071269828","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4621625,0.0002518092,0.5047922,0.0021662635,0.00037243307,0.00022758204,0.000011144846,0.0005355056,0.029480517],"genre_scores_gemma":[0.94756967,0.000030301593,0.050750233,0.00076759054,0.00005283975,3.6105536e-7,0.00007448653,0.000002271606,0.0007522481],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934894,0.000039839157,0.00014562217,0.00014868824,0.00018101858,0.00013589156],"domain_scores_gemma":[0.999725,0.00003698839,0.000055774595,0.000103472565,0.000035718873,0.00004306643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001428498,0.00007965777,0.0000680121,0.00010449867,0.00015920446,0.000075730015,0.000056348203,0.000045135992,0.00714663],"category_scores_gemma":[0.000039702834,0.000067303285,0.000029377155,0.00015134546,0.000031282852,0.0005228819,0.0000029701125,0.000059285154,0.00043260644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010797957,0.00003223262,0.03717989,0.000021973176,0.0000100138595,0.0000046112086,0.0006996758,0.11830999,0.00035853713,0.00023023908,0.056436773,0.78670526],"study_design_scores_gemma":[0.000068295434,0.000034462617,0.0037429866,0.000013025016,0.000006610172,0.00001042789,0.00010756646,0.99183846,0.0015349173,0.00044489282,0.0021004498,0.00009789067],"about_ca_topic_score_codex":0.00485763,"about_ca_topic_score_gemma":0.00007177275,"teacher_disagreement_score":0.8735285,"about_ca_system_score_codex":0.000007325652,"about_ca_system_score_gemma":0.0000069104126,"threshold_uncertainty_score":0.99376094},"labels":[],"label_agreement":null},{"id":"W2071569932","doi":"10.1190/1.2794385","title":"Source location using total-field homogeneity: Introducing the SLUTH method for depth estimation","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Homogeneity (statistics); Statistics; Computer science; Geodesy; Mathematics; Geology","score_opus":0.032043682703765966,"score_gpt":0.30050436613298637,"score_spread":0.2684606834292204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071569932","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08334731,0.00020843682,0.9126641,0.0019875797,0.0003519283,0.00020054266,0.0000014649805,0.000098107754,0.0011405394],"genre_scores_gemma":[0.90966207,0.0000045613565,0.086773194,0.0026112453,0.00038659043,0.0000011677862,0.000013805758,0.000005602788,0.0005417404],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927276,0.000074371106,0.000146744,0.00015852305,0.0001218078,0.00022580364],"domain_scores_gemma":[0.9987651,0.000850483,0.000084394545,0.00022609347,0.000044418786,0.000029478402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023434907,0.000084152714,0.00008677774,0.00006206941,0.0004907976,0.00006919085,0.00019532857,0.000043632343,0.000030491645],"category_scores_gemma":[0.0003162483,0.00005017006,0.00004135451,0.00022314527,0.00004380414,0.00012699493,0.000011185421,0.00013461325,0.0000387342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026531654,0.0000037392565,0.0035546622,0.000015432552,0.0000105298905,2.0879578e-7,0.001307845,0.026747404,0.0006717904,0.00009500321,0.0075365487,0.9600303],"study_design_scores_gemma":[0.000077593424,0.000043845142,0.001584142,0.000033121494,0.00003383935,0.00003086013,0.00044790897,0.9449392,0.04107726,0.0011158264,0.010514284,0.00010211983],"about_ca_topic_score_codex":0.0021711194,"about_ca_topic_score_gemma":0.00006489271,"teacher_disagreement_score":0.9599282,"about_ca_system_score_codex":0.000012497272,"about_ca_system_score_gemma":0.000024683945,"threshold_uncertainty_score":0.37748682},"labels":[],"label_agreement":null},{"id":"W2071773199","doi":"10.3997/2214-4609.20141225","title":"Filter-based Least Squares Wave Equation Shot Profile Migration","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Least-squares function approximation; Hessian matrix; Computer science; Algorithm; Waveform; Non-linear least squares; Wave equation; Mathematics; Mathematical analysis; Applied mathematics; Estimation theory; Telecommunications; Statistics","score_opus":0.03630531789641988,"score_gpt":0.21768710181512554,"score_spread":0.18138178391870566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071773199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8791557,0.000058528894,0.011500338,0.00420355,0.0003167418,0.00039397116,0.000025834437,0.0007305194,0.10361479],"genre_scores_gemma":[0.99276096,0.0000037176026,0.0049796645,0.0016332776,0.0001298733,0.000004274894,0.00012172344,0.0000037558352,0.00036273716],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925387,0.000010524795,0.00013535563,0.00020530532,0.00021334452,0.00018157979],"domain_scores_gemma":[0.99967754,0.000036431502,0.0000762285,0.00005690997,0.00009288144,0.000060030725],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030080765,0.000099173216,0.00008810819,0.00010053191,0.00013241873,0.00010326046,0.00009979616,0.00005090142,0.0011665659],"category_scores_gemma":[0.00010752262,0.000083665975,0.000035014767,0.00014422127,0.00004414875,0.00032523897,0.00000444128,0.00008746942,0.0002656974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001080398,0.000051270057,0.3168456,0.00018995425,0.000010553155,0.0000010509053,0.0010986608,0.000105074934,0.0048713475,0.0009905384,0.1813007,0.4944272],"study_design_scores_gemma":[0.00018756813,0.00022941084,0.019255882,0.000049922008,0.000009298112,0.0000037851728,0.00015822882,0.8724041,0.047247622,0.0013243468,0.058940653,0.00018919137],"about_ca_topic_score_codex":0.0008522623,"about_ca_topic_score_gemma":0.000012834155,"teacher_disagreement_score":0.872299,"about_ca_system_score_codex":0.0000054282114,"about_ca_system_score_gemma":0.000017253165,"threshold_uncertainty_score":0.9997465},"labels":[],"label_agreement":null},{"id":"W2072147348","doi":"10.1190/1.3554383","title":"High-frequency anomalies in carbonate reservoir characterization using spectral decomposition","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Carbonate; Geology; Carbonate rock; Reservoir modeling; Porosity; Anomaly (physics); Attenuation; Mineralogy; Low frequency; Petroleum reservoir; Petrology; Geochemistry; Petroleum engineering; Sedimentary rock; Geotechnical engineering; Materials science; Optics","score_opus":0.0242188188644017,"score_gpt":0.21836046226785225,"score_spread":0.19414164340345055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072147348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963776,0.000018625113,0.00044350742,0.000051552022,0.00022486942,0.00007263982,0.000026203226,0.000075669246,0.002709374],"genre_scores_gemma":[0.99234533,0.000019350271,0.007045269,0.0002697072,0.000079598074,5.0853566e-7,0.00020505262,0.0000033671454,0.00003181953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993866,0.00004164108,0.00013361432,0.00015229468,0.00010036973,0.00018547445],"domain_scores_gemma":[0.9997624,0.00000940346,0.000059098915,0.00012052605,0.000022051827,0.000026501388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008590156,0.0000859668,0.00009837153,0.00008522164,0.0000663327,0.00002180613,0.00011154119,0.0000378246,0.00021846601],"category_scores_gemma":[0.0000036800545,0.0000835653,0.000025470054,0.00019449239,0.000041741085,0.00038256185,0.000007284456,0.000087929046,0.000045594854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009584671,0.00009775238,0.92003965,0.000044460983,0.00001927636,0.000073952564,0.0023254734,0.00035120285,0.04311388,0.0025680866,0.000084483574,0.031185951],"study_design_scores_gemma":[0.00014685286,0.00006842641,0.9230288,0.000034257602,0.0000076122355,0.0000061035303,0.0000535043,0.030626457,0.017829156,0.027964197,0.000048385456,0.00018621389],"about_ca_topic_score_codex":0.023046812,"about_ca_topic_score_gemma":0.00008661507,"teacher_disagreement_score":0.030999739,"about_ca_system_score_codex":0.000009594586,"about_ca_system_score_gemma":0.000022759734,"threshold_uncertainty_score":0.9834588},"labels":[],"label_agreement":null},{"id":"W2072200087","doi":"10.2118/2002-126","title":"Attempts to Understand Reservoir Communication Using Interwell Chemical Tracers and the Coherence Cube","year":2002,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"","keywords":"Citation; Data cube; Search for extraterrestrial intelligence; Computer science; Cube (algebra); Library science; Information retrieval; Petroleum engineering; Operations research; World Wide Web; Engineering; Astrobiology; Data mining; Physics","score_opus":0.0455886389034795,"score_gpt":0.23707506916685242,"score_spread":0.19148643026337292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072200087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9144051,0.00025667765,0.0006071891,0.027348217,0.00020488203,0.00012593824,0.000080552294,0.0000356298,0.056935776],"genre_scores_gemma":[0.9947368,0.00007845214,0.00067275274,0.0035415725,0.000034545345,0.0000013730753,0.000025753629,0.000003172392,0.0009056145],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917376,0.000073029674,0.00015883739,0.00019915782,0.00019113912,0.0002040466],"domain_scores_gemma":[0.99927217,0.0001349728,0.00005164506,0.00021473583,0.00008945708,0.00023702395],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023399833,0.00010237829,0.00010691823,0.00014011534,0.00017723748,0.00019919133,0.00056556525,0.000046301164,0.0026608466],"category_scores_gemma":[0.00009960476,0.00008247976,0.000028862514,0.00009149734,0.0003163068,0.00018888857,0.000026441847,0.00018951665,0.00009288545],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009096026,0.000092039474,0.2016506,0.00009527501,0.00051407574,0.00012843426,0.028762728,0.018341804,0.0012059944,0.041972637,0.5506715,0.15565528],"study_design_scores_gemma":[0.0006405252,0.000031960306,0.0032347941,0.000113769514,0.000012846573,0.000054439028,0.0017531357,0.9384746,0.00031180613,0.0028032148,0.052319977,0.00024896293],"about_ca_topic_score_codex":0.24591573,"about_ca_topic_score_gemma":0.059534874,"teacher_disagreement_score":0.92013276,"about_ca_system_score_codex":0.00006769243,"about_ca_system_score_gemma":0.00007535412,"threshold_uncertainty_score":0.99825084},"labels":[],"label_agreement":null},{"id":"W2073030822","doi":"10.2113/gsecongeo.97.8.1779","title":"Shallow Three-Dimensional Structure from Two-Dimensional Crooked Line Seismic Reflection Data over the Sturgeon Lake Volcanic Complex","year":2002,"lang":"en","type":"article","venue":"Economic Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey","keywords":"Geology; Sturgeon; Reflection (computer programming); Volcano; Seismology; Line (geometry); Geomorphology; Paleontology; Fish <Actinopterygii>; Geometry; Fishery; Biology; Computer science; Mathematics","score_opus":0.04414602659912472,"score_gpt":0.24567336365984352,"score_spread":0.2015273370607188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073030822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912226,0.00052260316,0.00005252998,0.0045575374,0.0014006936,0.00017682099,0.0008757585,0.00013049998,0.0010609614],"genre_scores_gemma":[0.98785543,0.000014364025,0.00064015074,0.007404387,0.000530159,8.405379e-7,0.002963224,0.000008082402,0.0005833369],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984405,0.00013785677,0.0003260357,0.00061323016,0.00012344518,0.00035890169],"domain_scores_gemma":[0.99870515,0.0003031103,0.00016315564,0.00072107,0.000021125117,0.00008639468],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002713126,0.00022547858,0.0002856089,0.00008634022,0.00031142373,0.000043803502,0.0006552983,0.00013650155,0.07651879],"category_scores_gemma":[0.000026543465,0.00016372922,0.00006307678,0.00006176163,0.0002468316,0.00024222463,0.00013167846,0.00035756515,0.0012071807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017737261,0.000025269354,0.37111342,0.000006002746,0.00019067424,0.00002530379,0.000100769874,0.11036918,0.00022061048,0.000047968595,0.47130868,0.04641474],"study_design_scores_gemma":[0.0004907567,0.00009161942,0.120992415,0.000004456598,0.00002275352,0.000055558172,0.00000521004,0.79106224,0.00004463405,0.003065717,0.08399367,0.00017098933],"about_ca_topic_score_codex":0.02427228,"about_ca_topic_score_gemma":0.055011313,"teacher_disagreement_score":0.68069303,"about_ca_system_score_codex":0.00001817495,"about_ca_system_score_gemma":0.000042100004,"threshold_uncertainty_score":0.9995705},"labels":[],"label_agreement":null},{"id":"W2073143379","doi":"10.1190/1.2399442","title":"Fourier reconstruction of nonuniformly sampled, aliased seismic data","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":176,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Aliasing; Algorithm; Sampling (signal processing); Fourier transform; Interpolation (computer graphics); A priori and a posteriori; Frequency domain; Energy (signal processing); Fourier analysis; Inversion (geology); Nyquist–Shannon sampling theorem; Computer science; Mathematics; Geology; Mathematical analysis; Filter (signal processing); Statistics; Seismology; Computer vision; Motion (physics)","score_opus":0.021153179119299214,"score_gpt":0.2141509609579026,"score_spread":0.1929977818386034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073143379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97233343,0.00010742948,0.007030423,0.0003356202,0.0005346633,0.0001352318,0.00071563234,0.00015646787,0.018651096],"genre_scores_gemma":[0.98552495,0.000018684745,0.012394591,0.00043721372,0.00019521546,2.5386564e-7,0.0010449584,0.0000032978126,0.00038084513],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929506,0.000023508901,0.00017574514,0.00018827288,0.00015911223,0.00015833306],"domain_scores_gemma":[0.99933326,0.0000446741,0.00010471411,0.0004486327,0.00004020644,0.000028527604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001488175,0.00008373482,0.000119694545,0.000048653146,0.00007199545,0.000018761237,0.00028229525,0.000038135506,0.00031874384],"category_scores_gemma":[0.000011487273,0.000074891854,0.000033830976,0.00015931296,0.00009410554,0.00034200627,0.0000194926,0.000077353885,0.000107047046],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029069894,0.000028645423,0.05370433,0.00003129162,0.00001715027,0.0000033106737,0.000038099784,0.000640893,0.00034761263,0.00024608837,0.062102143,0.88281137],"study_design_scores_gemma":[0.00050682505,0.00013913581,0.059643805,0.000063372645,0.000059638132,0.000046296675,0.00018753466,0.7408961,0.012299195,0.056129746,0.12956639,0.00046194103],"about_ca_topic_score_codex":0.027837448,"about_ca_topic_score_gemma":0.00007933673,"teacher_disagreement_score":0.88234943,"about_ca_system_score_codex":0.0000024488209,"about_ca_system_score_gemma":0.000039319588,"threshold_uncertainty_score":0.97863626},"labels":[],"label_agreement":null},{"id":"W2073175338","doi":"10.1190/1.2972131","title":"Seismic signal penetration beneath postrift sills on the Newfoundland rifted margin","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Lamont-Doherty Earth Observatory, Columbia University; National Oceanography Centre; University of Wyoming; National Science Foundation","keywords":"Geology; Sill; Crust; Seismology; Amplitude; Basement; Oceanic crust; Sedimentary rock; Geophysics; Petrology; Paleontology; Subduction; Tectonics","score_opus":0.017921536195960455,"score_gpt":0.19323065417295335,"score_spread":0.1753091179769929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073175338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864584,0.00005150846,0.0003583087,0.0013974685,0.00015803304,0.00014721407,0.00004333445,0.00011681446,0.011268912],"genre_scores_gemma":[0.99390453,0.000058233,0.0001727294,0.0045902887,0.00018545386,0.0000011276616,0.0001462668,0.000004095803,0.0009372446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991753,0.00006371139,0.00012067291,0.00019191415,0.00022667258,0.00022173488],"domain_scores_gemma":[0.9994864,0.00015389024,0.00006061646,0.0002072051,0.000036683232,0.000055246815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012129363,0.00012875054,0.00010329581,0.000042053067,0.00037842034,0.000044495388,0.00019764403,0.00004809577,0.0006483299],"category_scores_gemma":[0.000012458477,0.00008627648,0.00005890908,0.0001933821,0.00009965638,0.00015487174,0.000006988835,0.00018178289,0.00066955015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030464533,0.00021237782,0.50203514,0.00002821969,0.00010763123,0.000103024526,0.0020764584,0.011273306,0.0009873318,0.0020790915,0.2688347,0.21195808],"study_design_scores_gemma":[0.0005430524,0.00068612734,0.7495472,0.000045870554,0.000028582148,0.00006908091,0.00017335603,0.18560112,0.0065684975,0.012829394,0.043332975,0.00057479274],"about_ca_topic_score_codex":0.0068516037,"about_ca_topic_score_gemma":0.00004294831,"teacher_disagreement_score":0.24751203,"about_ca_system_score_codex":0.0000060738857,"about_ca_system_score_gemma":0.00005504367,"threshold_uncertainty_score":0.9997619},"labels":[],"label_agreement":null},{"id":"W2073433363","doi":"10.1007/s00024-002-8683-1","title":"Decomposition of Structural Amplitude Effect and AVO Attributes: Application to a Gas-water Contact","year":2002,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Amplitude versus offset; Amplitude; Geology; Reflection (computer programming); Offset (computer science); Curvature; Inversion (geology); Seismology; Reflector (photography); Mathematics; Optics; Geometry; Physics; Computer science","score_opus":0.006291603478235745,"score_gpt":0.2050294588691803,"score_spread":0.19873785539094457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073433363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973259,0.000111218884,0.0011693416,0.00026218,0.000022006463,0.00025100872,0.00003497005,0.000040595995,0.0007827843],"genre_scores_gemma":[0.9988354,0.000019852376,0.00041190124,0.00055995566,0.000046146564,0.0000050772464,0.00010864711,0.0000024913027,0.000010533981],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994742,0.000013119737,0.00010159863,0.00017678761,0.0000913889,0.00014289597],"domain_scores_gemma":[0.999746,0.000046676574,0.00003211091,0.00009573657,0.000014763769,0.00006470555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006912213,0.00009896568,0.00014693683,0.000032758686,0.000091332324,0.000031740277,0.00005654621,0.00003524099,0.00006864572],"category_scores_gemma":[0.0000015900355,0.00007015044,0.000019460707,0.00006435542,0.000034876677,0.00006895991,0.000012306287,0.00006269848,0.00004018022],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012869773,0.000023358565,0.043615833,0.00016547526,0.00003895337,0.0000013317928,0.0014176351,0.00013763443,0.05206131,0.0012075185,0.0023763063,0.89882594],"study_design_scores_gemma":[0.0022915865,0.0017457666,0.28396967,0.00011700582,0.00019965286,0.000049207247,0.00024018415,0.0742917,0.57131976,0.0414382,0.0230169,0.0013204021],"about_ca_topic_score_codex":0.00032016225,"about_ca_topic_score_gemma":0.0000050152266,"teacher_disagreement_score":0.8975055,"about_ca_system_score_codex":0.0000019269478,"about_ca_system_score_gemma":0.0000012884725,"threshold_uncertainty_score":0.2860652},"labels":[],"label_agreement":null},{"id":"W2073478573","doi":"10.2118/164030-ms","title":"Field Cases of Hydraulic Fracture Stimulation Diagnostics Using Fiber Optic Distributed Acoustic Sensing (DAS) Measurements and Analyses","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Hydraulic fracturing; Fracture (geology); Petroleum engineering; Acoustic emission; Well stimulation; Optical fiber; Geology; Computer science; Geotechnical engineering; Acoustics; Reservoir engineering","score_opus":0.06321133119665448,"score_gpt":0.3012585381421763,"score_spread":0.2380472069455218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073478573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761065,0.0002690406,0.022753656,0.00026263003,0.000049015216,0.00013666405,0.000015124634,0.000054152657,0.0003532109],"genre_scores_gemma":[0.9892933,0.000022641081,0.009616224,0.0009512552,0.000022785138,1.1511379e-7,0.00006078524,0.0000023761725,0.000030569114],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931836,0.000040289397,0.00017690685,0.00014009538,0.00018168392,0.00014265471],"domain_scores_gemma":[0.99922603,0.0004238361,0.00008105764,0.00010882878,0.000096598946,0.000063655636],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008419845,0.000101123565,0.00014130572,0.000075713266,0.00009382108,0.000050627168,0.000048959355,0.00005831277,0.001279119],"category_scores_gemma":[0.0003467185,0.00007736667,0.000028026338,0.00012631624,0.000038377755,0.00022368485,0.000009044021,0.0000716122,0.00001762912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048032987,0.00005438016,0.5801827,0.00015218898,0.00014447131,0.000042234908,0.00024170219,0.23996635,0.0037855022,9.523406e-7,0.036695275,0.13868624],"study_design_scores_gemma":[0.00012639692,0.00010239151,0.054862756,0.000067285284,0.00008723307,0.000031118318,0.00015277977,0.93082607,0.01323743,0.0001929656,0.00016846378,0.00014512912],"about_ca_topic_score_codex":0.024442082,"about_ca_topic_score_gemma":0.00003136888,"teacher_disagreement_score":0.69085974,"about_ca_system_score_codex":0.0000042788624,"about_ca_system_score_gemma":0.000016318065,"threshold_uncertainty_score":0.99963385},"labels":[],"label_agreement":null},{"id":"W2073505762","doi":"10.1190/1.2431821","title":"Smooth operator: Smoothing seismic interpretations and attributes","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Smoothing; Operator (biology); Geology; Computer science; Seismology; Mathematics; Statistics; Chemistry","score_opus":0.019379610204956238,"score_gpt":0.24831271623961104,"score_spread":0.2289331060346548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073505762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226365,0.0016961407,0.029863233,0.0056178174,0.0006805101,0.00018487837,0.00002129253,0.0003956423,0.038904],"genre_scores_gemma":[0.99308443,0.00004251411,0.0008849806,0.004956775,0.00009050389,3.3060047e-7,0.000012285916,0.0000034527875,0.0009246977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993862,0.000037991147,0.00012499807,0.0001380964,0.00009407296,0.00021862642],"domain_scores_gemma":[0.9994682,0.00028347943,0.00003487783,0.00013609469,0.000019921328,0.00005742742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007743721,0.00008391144,0.000087829045,0.0000712016,0.00030494956,0.000089764,0.00017873022,0.000035249515,0.00011510509],"category_scores_gemma":[0.000063424384,0.000055989807,0.000025387168,0.00013265171,0.00012988303,0.00017784805,0.000015387906,0.000173391,0.00020767319],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028141778,0.000011539933,0.15993942,0.000023786723,0.000026416412,0.000014207296,0.0067281327,0.00025656534,0.00069968135,0.00064653496,0.09531816,0.7363074],"study_design_scores_gemma":[0.00038793747,0.00016755963,0.08803723,0.00018126416,0.000054206877,0.00011012948,0.0024345624,0.14450483,0.015035364,0.005340926,0.7431681,0.00057786604],"about_ca_topic_score_codex":0.0008454278,"about_ca_topic_score_gemma":0.000049955113,"teacher_disagreement_score":0.7357295,"about_ca_system_score_codex":0.000005793209,"about_ca_system_score_gemma":0.000014027901,"threshold_uncertainty_score":0.2669288},"labels":[],"label_agreement":null},{"id":"W2073511985","doi":"10.1007/s00603-011-0219-5","title":"Quantitative Measurements of Fracture Aperture and Directional Roughness from Rock Cores","year":2012,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Fracture (geology); Surface finish; Geotechnical engineering; Materials science; Composite material","score_opus":0.019521328278943484,"score_gpt":0.2124786989699809,"score_spread":0.1929573706910374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073511985","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06555639,0.014202706,0.9186776,0.00019904396,0.00072331005,0.00016271324,0.00012443974,0.00015480019,0.00019895162],"genre_scores_gemma":[0.99647146,0.00021407157,0.0029173072,0.00024149686,0.00007189216,9.518898e-7,0.00004613799,0.0000060709945,0.00003059364],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933374,0.000015637612,0.0001319602,0.00014891788,0.00018404769,0.00018568945],"domain_scores_gemma":[0.9996133,0.00012062774,0.00005403295,0.00007266106,0.00003682546,0.0001025727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010887433,0.00013528085,0.00016640541,0.00006587791,0.00011357414,0.000017769824,0.000065641354,0.00008423153,0.000109435],"category_scores_gemma":[0.00006030612,0.00011070405,0.000028195338,0.00008016858,6.484728e-7,0.00021390108,0.000020533093,0.00013170118,0.000005522674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045199445,0.00027087683,0.32979685,0.00079585006,0.0010142667,0.000011012174,0.009923908,0.5725797,0.051787443,0.0037727377,0.015565831,0.014029539],"study_design_scores_gemma":[0.00016251745,0.00006326082,0.0068813977,0.000075437085,0.000024857958,0.000008363478,0.00020214717,0.9757156,0.0072069434,0.0002463121,0.009225664,0.00018753865],"about_ca_topic_score_codex":0.000600682,"about_ca_topic_score_gemma":0.000006754648,"teacher_disagreement_score":0.93091506,"about_ca_system_score_codex":0.0000042327597,"about_ca_system_score_gemma":0.00000839204,"threshold_uncertainty_score":0.45143804},"labels":[],"label_agreement":null},{"id":"W2073556224","doi":"10.1190/1.2737099","title":"From pore-pressure prediction to reservoir characterization: A combined geomechanics-seismic inversion workflow using trend-kriging techniques in a deepwater basin","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Geomechanics; Geology; Reservoir modeling; Seismic inversion; Inversion (geology); Pore water pressure; Workflow; Kriging; Petroleum engineering; Structural basin; Seismic attribute; Geotechnical engineering; Geomorphology; Seismology; Computer science","score_opus":0.020609531634669498,"score_gpt":0.23904475656707697,"score_spread":0.21843522493240747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073556224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.947773,0.000058041755,0.04747149,0.0021872974,0.00064656255,0.0003900484,0.0000874416,0.00043646924,0.0009496675],"genre_scores_gemma":[0.9918829,0.000023429055,0.0038373307,0.0030916187,0.00033465962,0.000002400884,0.00038463422,0.000012941041,0.00043008052],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854916,0.00012439651,0.00031849337,0.00033994927,0.00025296226,0.00041501614],"domain_scores_gemma":[0.9993232,0.00012000399,0.00010267776,0.0003215584,0.000031472428,0.00010110278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075373,0.00018515998,0.00021928847,0.0003938514,0.00025033782,0.00009877481,0.00037844595,0.0001286794,0.00022558539],"category_scores_gemma":[0.00004050644,0.00014397934,0.000053356976,0.0006149076,0.000042373165,0.0003796073,0.00005022751,0.00030093675,0.00006301939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015752766,0.00015481305,0.30029443,0.000104166924,0.00011799117,0.00016863541,0.014249828,0.0048501105,0.08813399,0.00009098017,0.04847582,0.5417839],"study_design_scores_gemma":[0.0006603524,0.00027676526,0.019237343,0.00086631905,0.00007506555,0.000029281691,0.0008142255,0.67657024,0.103903994,0.0036976365,0.19322294,0.0006458513],"about_ca_topic_score_codex":0.0041508363,"about_ca_topic_score_gemma":0.0001346569,"teacher_disagreement_score":0.6717201,"about_ca_system_score_codex":0.00003400375,"about_ca_system_score_gemma":0.000024874018,"threshold_uncertainty_score":0.62748504},"labels":[],"label_agreement":null},{"id":"W2074076241","doi":"10.1190/1.2172478","title":"The Eleventh International Workshop on Seismic Anisotropy (11IWSA)","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Eleventh; Anisotropy; Seismic anisotropy; Geology; Seismology; Library science; Computer science; Physics; Optics; Acoustics","score_opus":0.008356641951280282,"score_gpt":0.20842447675794942,"score_spread":0.20006783480666915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074076241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6366057,0.00053361506,0.015184791,0.02246493,0.005267383,0.00040507026,0.00015050167,0.0008053955,0.31858262],"genre_scores_gemma":[0.992042,0.00006768128,0.00039424247,0.0023089896,0.00043411815,8.8107356e-7,0.0000934901,0.0000031946702,0.004655414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993177,0.000025047377,0.00010119315,0.00014097468,0.00022596035,0.00018912638],"domain_scores_gemma":[0.9996175,0.000112661626,0.00004978205,0.00016736962,0.000026645828,0.000026024616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009652946,0.00008470646,0.000057516856,0.000025263582,0.00023785661,0.00008950655,0.00027667257,0.000026999483,0.00016119193],"category_scores_gemma":[0.000010770645,0.000057404046,0.000050953502,0.000099282384,0.00006930151,0.00009774761,0.000010447041,0.00012339282,0.0006400165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058866382,0.00004654833,0.00858891,0.0000027431902,0.0000217375,0.000010921347,0.000060388582,0.0037834689,0.00006696049,0.008044734,0.27981785,0.69949687],"study_design_scores_gemma":[0.00019617676,0.00006300075,0.035341017,0.000021072048,0.000007113617,0.0000048656975,0.00014237085,0.08858655,0.0013124754,0.06457622,0.8095521,0.00019705678],"about_ca_topic_score_codex":0.0018703903,"about_ca_topic_score_gemma":0.000021290562,"teacher_disagreement_score":0.6992998,"about_ca_system_score_codex":0.0000063255648,"about_ca_system_score_gemma":0.000017626,"threshold_uncertainty_score":0.8226331},"labels":[],"label_agreement":null},{"id":"W2074370780","doi":"10.1190/1.3522821","title":"Seismic data sampling and wavefield representation — Introduction","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Data processing; Data quality; Geology; Representation (politics); Sampling (signal processing); Geophysical imaging; Azimuth; Seismology; Data acquisition; External Data Representation; Computer science; Remote sensing; Artificial intelligence; Computer vision; Mathematics","score_opus":0.03417446598907739,"score_gpt":0.26175041111013925,"score_spread":0.22757594512106186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074370780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911473,0.000028999031,0.0037841822,0.00268137,0.0008170293,0.000061335486,0.000030330302,0.00010912069,0.001340372],"genre_scores_gemma":[0.99219465,0.00003781761,0.005764409,0.0006366865,0.00077562185,1.9746373e-7,0.00042339292,0.0000018686995,0.0001653581],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995129,0.000012436884,0.00007137175,0.00022107338,0.00008453724,0.000097675365],"domain_scores_gemma":[0.99951476,0.00004345932,0.000032822376,0.00035810468,0.000018360954,0.000032494536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013205543,0.00005207502,0.000055575267,0.00002609361,0.00010080295,0.000048579717,0.00013703505,0.000031877662,0.00017285754],"category_scores_gemma":[0.000045749515,0.00004726645,0.000009057452,0.00008081143,0.000048883227,0.00035527025,0.000026268477,0.00016262598,0.000063302716],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010565536,0.000008008139,0.053665575,0.0000100771995,0.0000072729686,8.317697e-7,0.00014270663,0.00012644965,0.0017535832,0.0001668304,0.028010879,0.9160972],"study_design_scores_gemma":[0.00022580728,0.00006608377,0.19770572,0.000008682797,0.0000309561,0.000045936496,0.00031457486,0.5280238,0.007835183,0.03205974,0.23335646,0.00032706818],"about_ca_topic_score_codex":0.0037629982,"about_ca_topic_score_gemma":0.000040696457,"teacher_disagreement_score":0.9157702,"about_ca_system_score_codex":4.9617984e-7,"about_ca_system_score_gemma":0.00001018783,"threshold_uncertainty_score":0.5688552},"labels":[],"label_agreement":null},{"id":"W2074382198","doi":"10.1190/int2014-0618-spseintro.1","title":"Introduction to special section: Microseismic monitoring","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital","funders":"","keywords":"Microseism; Section (typography); Special section; Geology; Computer science; Seismology; Engineering; Engineering physics; Operating system","score_opus":0.006145839613933383,"score_gpt":0.21540494347745706,"score_spread":0.20925910386352367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074382198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8487651,0.000033211858,0.09806161,0.0063951937,0.01772094,0.00018896609,0.000005708568,0.00037478836,0.028454507],"genre_scores_gemma":[0.97894895,0.0000034204097,0.0028199104,0.0010796223,0.0165697,0.0000011131071,0.00001979237,0.0000026082575,0.0005548653],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994359,0.0000441454,0.00011752079,0.0001816415,0.00010779106,0.00011300342],"domain_scores_gemma":[0.99973345,0.000028320881,0.00003470261,0.00010196231,0.00003908201,0.00006246661],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018591095,0.0000661005,0.0000640969,0.00011031227,0.00009454158,0.00006335912,0.00008170744,0.000032434848,0.0010143613],"category_scores_gemma":[0.00009642774,0.00006359999,0.00002761096,0.00012753176,0.000017511675,0.00021633311,0.0000046215478,0.00008170725,0.00070529524],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006395602,0.00000527252,0.022725025,0.000006564066,0.0000053399117,4.2804294e-7,0.00093523343,0.0019235017,0.0020052092,0.00002387738,0.15767217,0.8146334],"study_design_scores_gemma":[0.00013645159,0.0002610922,0.05556687,0.000041695246,0.000010058011,0.00002216379,0.00026680736,0.06510916,0.047728267,0.0009472187,0.82968414,0.00022608177],"about_ca_topic_score_codex":0.00057100505,"about_ca_topic_score_gemma":0.000013233157,"teacher_disagreement_score":0.81440735,"about_ca_system_score_codex":0.000011412224,"about_ca_system_score_gemma":0.000008211105,"threshold_uncertainty_score":0.99989885},"labels":[],"label_agreement":null},{"id":"W2074454228","doi":"10.3997/2214-4609.20146712","title":"Analysis of Scattered Signal to Estimate Reservoir Fracture Parameters","year":2007,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Coda; Geology; Fracture (geology); Stack (abstract data type); Seismology; Scattering; Orientation (vector space); Frequency domain; SIGNAL (programming language); Time domain; Geometry; Physics; Optics; Geotechnical engineering; Mathematics; Computer science","score_opus":0.01687382544908039,"score_gpt":0.2691365500449302,"score_spread":0.2522627245958498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074454228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98991275,0.000030813335,0.0025949536,0.00091781,0.00003416892,0.000089216104,0.000011756396,0.00009501051,0.006313527],"genre_scores_gemma":[0.9841661,0.0000022799818,0.01287597,0.0028099404,0.000017728962,4.2459513e-7,0.000021381456,0.0000025184656,0.00010367284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909574,0.0000034181153,0.00020251056,0.00020873222,0.00024430946,0.00024531246],"domain_scores_gemma":[0.99955523,0.000058290563,0.00008947914,0.000071295464,0.000098443335,0.00012726491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055333215,0.000094473435,0.0001912418,0.00048199878,0.000062322746,0.000037344496,0.0002244333,0.000050800565,0.00052784226],"category_scores_gemma":[0.000059324055,0.00007766838,0.0000832199,0.0010449499,0.00005000324,0.000159378,0.0000116970905,0.00009685491,0.000034616824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007509319,0.000010729882,0.95183235,0.000021420306,0.00011319556,0.0000028222564,0.0007321338,0.0011980816,0.00068132684,0.000008987813,0.01580129,0.029522583],"study_design_scores_gemma":[0.0001583694,0.00025933373,0.8031053,0.000052220174,0.00035008095,0.0000070297424,0.00050115766,0.08084976,0.09529009,0.00068440416,0.018402934,0.00033932307],"about_ca_topic_score_codex":0.0016403896,"about_ca_topic_score_gemma":0.000025285608,"teacher_disagreement_score":0.14872703,"about_ca_system_score_codex":0.000004776946,"about_ca_system_score_gemma":0.000009239755,"threshold_uncertainty_score":0.57795024},"labels":[],"label_agreement":null},{"id":"W2074484457","doi":"10.14288/1.0107418","title":"Curvelet-based non-linear adaptive subtraction with sparseness constraints","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Subtraction; Basis (linear algebra); Computer science; Key (lock); Noise reduction; Algorithm; Basis function; Space (punctuation); Artificial intelligence; Mathematics; Mathematical analysis; Geometry","score_opus":0.015678448891304278,"score_gpt":0.1678775198906095,"score_spread":0.15219907099930524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074484457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985673,0.000026241443,0.009743812,0.00007860445,0.00008018871,0.00013744702,0.0001711328,0.000104503226,0.0039850404],"genre_scores_gemma":[0.99493,0.000044477987,0.004519587,0.00016910312,0.000018247527,6.373784e-8,0.00006611423,0.00000365692,0.0002487264],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999179,0.000042869364,0.00007864556,0.00026712747,0.0002363547,0.00019597645],"domain_scores_gemma":[0.9994657,0.000048081987,0.00010455742,0.00014401226,0.00013631831,0.00010134595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121337005,0.000044666627,0.00017675194,0.000050210452,0.00031015015,0.000021586113,0.00017774872,0.00005793103,0.0006581728],"category_scores_gemma":[0.000007894074,0.00012484436,0.000059049813,0.00022588324,0.0010447834,0.00032664402,0.000007762042,0.0001332637,0.000058391477],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008045578,0.000076990735,0.3621578,0.00002819963,0.000030274878,0.00065893086,0.00013007467,0.00043964884,0.000026839765,2.7203686e-7,0.008083282,0.62828726],"study_design_scores_gemma":[0.00069292635,0.00018049468,0.9766058,0.0000882652,0.000015737356,0.00021963306,0.001033207,0.02044448,0.000020267153,0.000017561626,0.0005084649,0.0001732001],"about_ca_topic_score_codex":0.47508216,"about_ca_topic_score_gemma":0.11376981,"teacher_disagreement_score":0.62811404,"about_ca_system_score_codex":0.000010989602,"about_ca_system_score_gemma":0.0001581285,"threshold_uncertainty_score":0.90240157},"labels":[],"label_agreement":null},{"id":"W2074620150","doi":"10.1190/1.2792425","title":"Time‐lapse AVO modeling for enhanced coal‐bed methane production","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Methane; Coal; Geology; Environmental science; Petroleum engineering; Soil science; Waste management; Chemistry; Engineering","score_opus":0.02113762391737703,"score_gpt":0.24754116048089134,"score_spread":0.2264035365635143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074620150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5863349,0.00012978182,0.38896722,0.0010359429,0.0005947263,0.0004335408,0.000009971001,0.0005062826,0.021987645],"genre_scores_gemma":[0.9693045,0.000018562932,0.02466784,0.0011280385,0.0001827211,0.0000013796611,0.000080874626,0.0000037847622,0.00461228],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991782,0.000017181814,0.00017369338,0.00023583614,0.00013777852,0.00025733598],"domain_scores_gemma":[0.9996148,0.00006956044,0.000039113314,0.00013857253,0.00006880734,0.00006916364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000894969,0.00009073408,0.00010960847,0.00009681084,0.00010156702,0.000018089448,0.000104570834,0.000050577168,0.00091220957],"category_scores_gemma":[0.00009177845,0.00007310089,0.000048973638,0.00011111436,0.00003719623,0.00020019415,0.000004180156,0.00006955503,0.00021197333],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008553279,0.00009127319,0.0013975283,0.000096363605,0.00007021215,0.000005257807,0.0011002821,0.032431997,0.08379471,0.000099014076,0.11284315,0.7672149],"study_design_scores_gemma":[0.00015981967,0.00008357586,0.000035025954,0.000010793839,0.000009676864,0.000004955876,0.00020507361,0.4595728,0.532255,0.0011560271,0.0063679516,0.0001393337],"about_ca_topic_score_codex":0.0009901793,"about_ca_topic_score_gemma":0.00004295323,"teacher_disagreement_score":0.76707554,"about_ca_system_score_codex":0.000004553074,"about_ca_system_score_gemma":0.000020971273,"threshold_uncertainty_score":0.9988055},"labels":[],"label_agreement":null},{"id":"W2074623759","doi":"10.1190/1.1444874","title":"Crosshole seismic imaging for sulfide orebody delineation near Sudbury, Ontario, Canada","year":2000,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BP (Canada); Nexen (Canada)","funders":"","keywords":"Geology; Seismology; Seismogram; Borehole; Seismic survey; Geophone; High resolution; Mineralogy; Remote sensing; Geotechnical engineering","score_opus":0.00680439558259175,"score_gpt":0.19458189469266568,"score_spread":0.18777749911007394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074623759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99038273,0.00008603088,0.0031983254,0.0007939615,0.00032261474,0.00021065923,0.0001321943,0.00011924776,0.0047542374],"genre_scores_gemma":[0.9821822,0.000009560921,0.0025665432,0.006542958,0.00016762876,0.0000029445155,0.0006113841,0.0000073789665,0.007909412],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990669,0.000015908092,0.00017074487,0.00023315572,0.00019126823,0.0003220444],"domain_scores_gemma":[0.9995623,0.000055480166,0.00004561093,0.00018999481,0.00006520957,0.000081394064],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000112128575,0.00013122227,0.00012802958,0.000019435178,0.0003303743,0.000107971166,0.00017174432,0.000027942171,0.0018493629],"category_scores_gemma":[0.000008851745,0.00012549476,0.000054614346,0.00010431898,0.00005849642,0.0002302706,0.0000049737932,0.000114117625,0.00009804789],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005300479,0.000012866813,0.059368085,0.000013882334,0.000012055228,0.00000885343,0.0003676353,0.00876563,0.000024100267,0.000013444658,0.19480671,0.7365537],"study_design_scores_gemma":[0.00024285294,0.000030109806,0.025552522,0.000012124094,0.000013922583,0.0000061885976,0.00006572214,0.34190425,0.0006486043,0.0011998201,0.6301156,0.00020823337],"about_ca_topic_score_codex":0.99510944,"about_ca_topic_score_gemma":0.8212261,"teacher_disagreement_score":0.73634547,"about_ca_system_score_codex":0.000040997114,"about_ca_system_score_gemma":0.00058757927,"threshold_uncertainty_score":0.9990631},"labels":[],"label_agreement":null},{"id":"W2075009922","doi":"10.1139/e99-064","title":"A review of high-resolution seismic profiling across the Sudbury, Selbaie, Noranda, and Matagami mining camps","year":2000,"lang":"en","type":"review","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Ministère des Ressources naturelles et des Forêts (Québec); Petrel Robertson Consulting (Canada); Geological Survey of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Seismology; Vertical seismic profile; Borehole; Mineral exploration; High resolution; Synthetic seismogram; Seismic refraction; Geochemistry; Petrology; Geotechnical engineering; Remote sensing","score_opus":0.03540968059154257,"score_gpt":0.2758638061954338,"score_spread":0.24045412560389126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075009922","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013553948,0.9968016,0.000022614246,0.00032443716,0.00039258375,0.00026982627,0.00023352358,0.0000071265995,0.00059286284],"genre_scores_gemma":[0.00095840835,0.9961831,0.0015851383,0.0010202954,0.00012638076,7.435085e-7,0.000022113776,0.000005043597,0.00009875042],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782985,0.00025893364,0.0008116439,0.0002521099,0.0003629386,0.0004845266],"domain_scores_gemma":[0.99827194,0.00024218713,0.00082763564,0.00018972505,0.00012198343,0.00034653905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002832833,0.00024054282,0.00092671165,0.00031960485,0.0005923354,0.00017840012,0.00077336817,0.00010863336,0.00038247748],"category_scores_gemma":[0.00017447429,0.00013967793,0.00020586976,0.00077086844,0.0010163452,0.000350445,0.000010948948,0.000394966,0.000013326497],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018756148,0.0000016823386,0.0007089583,0.0053999587,0.000022397251,0.000020014459,0.00013122821,0.000055617515,1.9139858e-8,0.000009778516,0.0043869973,0.98926145],"study_design_scores_gemma":[0.00005923608,0.00015678936,0.00018708479,0.04710062,0.00013134947,0.0007135477,0.00016324595,0.00037004883,0.0000023864027,0.00007149142,0.9508602,0.00018399156],"about_ca_topic_score_codex":0.034154013,"about_ca_topic_score_gemma":0.009097777,"teacher_disagreement_score":0.9890775,"about_ca_system_score_codex":0.0000050388244,"about_ca_system_score_gemma":0.002463921,"threshold_uncertainty_score":0.97227764},"labels":[],"label_agreement":null},{"id":"W2075040028","doi":"10.4043/19877-ms","title":"SS: The Future of Seismic Imaging; Reverse Time Migration and Full Wavefield Inversion - Subsalt Imaging Using TTI Reverse Time Migration","year":2009,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic migration; Azimuth; Geology; Anisotropy; Isotropy; Transverse isotropy; Inversion (geology); Seismology; Transverse plane; Gemology; Geodesy; Optics; Engineering geology; Physics; Tectonics","score_opus":0.008101180750233248,"score_gpt":0.20594679390323462,"score_spread":0.19784561315300137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075040028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93039054,0.002644289,0.0019410329,0.061839424,0.00043571866,0.0004979891,0.000049368653,0.00058357464,0.0016180367],"genre_scores_gemma":[0.9924112,0.0006014937,0.0035593405,0.0027715017,0.00006601919,8.2861067e-7,0.00009130014,0.0000060846687,0.0004922552],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998634,0.00008919305,0.0003383222,0.00040387575,0.00022254373,0.00031206603],"domain_scores_gemma":[0.9990373,0.00004954012,0.00026283358,0.00042629006,0.00016335477,0.00006066191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037056796,0.0002360709,0.0002778003,0.00035254998,0.000254517,0.00005655713,0.00039149696,0.00016568873,0.0003824366],"category_scores_gemma":[0.00006189887,0.00018444292,0.00007206125,0.00044321327,0.0004407412,0.00044599036,0.000038395723,0.0003861602,0.00006900673],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018128598,0.00006378642,0.12727144,0.000083303916,0.000036761263,0.000053386855,0.0010281225,0.00008140239,0.06755863,0.0005926301,0.16304825,0.640001],"study_design_scores_gemma":[0.00046004134,0.00023822213,0.0070162625,0.0003708515,0.00012649003,0.00025422394,0.0018876644,0.91467524,0.019011285,0.009323053,0.04609177,0.00054490415],"about_ca_topic_score_codex":0.0014330737,"about_ca_topic_score_gemma":0.00013649913,"teacher_disagreement_score":0.9145938,"about_ca_system_score_codex":0.000015866675,"about_ca_system_score_gemma":0.000088841574,"threshold_uncertainty_score":0.75213635},"labels":[],"label_agreement":null},{"id":"W2075432177","doi":"10.1190/1.3063888","title":"Adaptive <i>F‐X</i> interpolation of curved seismic events via exponentially weighted recursive least squares (EWRLS)","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Least-squares function approximation; Algorithm; Exponential growth; Computer science; Applied mathematics; Mathematics; Computer graphics (images); Mathematical analysis; Statistics","score_opus":0.018785686171111454,"score_gpt":0.2083197953871019,"score_spread":0.18953410921599045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075432177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8317804,0.00035333156,0.13867152,0.0005873008,0.00064759835,0.0004035962,0.00009087629,0.0003229118,0.027142473],"genre_scores_gemma":[0.9921984,0.000097809294,0.0060460577,0.0007385706,0.000044605786,0.0000010195612,0.00012626403,0.0000047251156,0.0007425352],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988315,0.0001192829,0.00029895807,0.0002457328,0.00028743377,0.00021708549],"domain_scores_gemma":[0.9993816,0.00007337258,0.00016650443,0.00017998,0.000115596544,0.00008292796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015718785,0.0001480545,0.0001998152,0.0001644084,0.00013455542,0.0000070758847,0.00021531535,0.00007066164,0.0019288423],"category_scores_gemma":[0.000018290964,0.00012397463,0.00009559807,0.0002161294,0.00013907162,0.0003540352,0.000015677526,0.00012525551,0.00019064559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016114833,0.00038701104,0.550695,0.00008154696,0.0002915734,0.00007520111,0.0056512076,0.00093722006,0.004109754,0.00031938127,0.18652138,0.24931923],"study_design_scores_gemma":[0.0015466047,0.0013671186,0.13125972,0.00023358034,0.00006559531,0.00018303496,0.001343977,0.7640946,0.07646763,0.01059996,0.0119261155,0.0009121039],"about_ca_topic_score_codex":0.009186808,"about_ca_topic_score_gemma":0.00006436807,"teacher_disagreement_score":0.76315737,"about_ca_system_score_codex":0.0000064907217,"about_ca_system_score_gemma":0.000051689327,"threshold_uncertainty_score":0.9989835},"labels":[],"label_agreement":null},{"id":"W2075682934","doi":"10.1016/j.oregeorev.2010.08.002","title":"Reflection seismic imaging and physical properties of base-metal and associated iron deposits in the Bathurst Mining Camp, New Brunswick, Canada","year":2010,"lang":"en","type":"article","venue":"Ore Geology Reviews","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Uppsala Universitet","keywords":"Geology; Horizon; Reflection (computer programming); Prospecting; Base metal; Borehole; Mining engineering; Drilling; Economic geology; Geochemistry; Seismology; Mineralogy; Tectonics; Paleontology; Volcanism","score_opus":0.016769528158159967,"score_gpt":0.22094870676743852,"score_spread":0.20417917860927856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075682934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99085087,0.0069451323,0.000007507966,0.0014114925,0.00012804713,0.00015545137,0.0000010739303,0.0000123611235,0.00048807144],"genre_scores_gemma":[0.99746495,0.00064027007,0.00021402333,0.0014858268,0.000043382606,7.9756535e-7,0.000011448493,0.0000020679645,0.00013722772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992138,0.00018446415,0.00017799214,0.00016807244,0.00008009166,0.00017554102],"domain_scores_gemma":[0.99966323,0.00006751129,0.00010630522,0.00010562054,0.000015682288,0.000041639556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048218246,0.0000990041,0.0002301176,0.0000417875,0.000088660345,0.000013991376,0.00009925322,0.00003800683,0.000026775884],"category_scores_gemma":[0.00015645633,0.000060565253,0.000021114549,0.00011959992,0.00013996655,0.00009684466,0.000012121511,0.00021454832,0.0000024739093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008533852,0.000008942346,0.851227,0.000041165476,0.0000044597346,0.000006073136,0.0009596102,0.0000039706815,0.0012423788,0.00000633471,0.0066980226,0.13979355],"study_design_scores_gemma":[0.00054884807,0.00021852,0.88508344,0.00030291118,0.00009763573,0.0003969808,0.0010815904,0.039707292,0.0030272133,0.00021126728,0.06891391,0.00041036654],"about_ca_topic_score_codex":0.6712102,"about_ca_topic_score_gemma":0.7438719,"teacher_disagreement_score":0.13938318,"about_ca_system_score_codex":0.0000042476727,"about_ca_system_score_gemma":0.00018469807,"threshold_uncertainty_score":0.33097923},"labels":[],"label_agreement":null},{"id":"W2075699133","doi":"10.3997/2214-4609.20140683","title":"High Fidelity Imaging with Least Squares Migration","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Shell Canada","keywords":"Fidelity; Computer science; High fidelity; Least-squares function approximation; Multiple; Algorithm; Data science; Artificial intelligence; Telecommunications; Statistics; Mathematics; Engineering; Arithmetic; Electrical engineering","score_opus":0.0063950358336911485,"score_gpt":0.18610088398627286,"score_spread":0.17970584815258173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075699133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969423,0.00007108577,0.0021671506,0.004023753,0.000108477856,0.000103943516,0.000005751298,0.00040942134,0.02368743],"genre_scores_gemma":[0.9927628,0.000008826006,0.005034435,0.0019108295,0.00010904065,0.0000011120312,0.000020173435,0.000003108529,0.00014969362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934137,0.00000604897,0.00010266574,0.0001974279,0.00017642824,0.00017603858],"domain_scores_gemma":[0.999718,0.000019127658,0.000059153164,0.000053757052,0.000090307236,0.00005964426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024493178,0.00009204429,0.00008811102,0.00006241655,0.00013527666,0.00010604462,0.000117801595,0.000020771547,0.00026162562],"category_scores_gemma":[0.000042524276,0.000067234134,0.00001899901,0.000125708,0.000064873515,0.00041083078,0.0000054847887,0.00008890286,0.00008928351],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032148786,0.0000069362086,0.7772152,0.000028586628,0.0000037309712,6.1181544e-7,0.000265779,0.000021393562,0.00024696553,0.0004746067,0.03602569,0.18567835],"study_design_scores_gemma":[0.0006170966,0.00037417593,0.4417181,0.00016493892,0.00003661138,0.000072700655,0.001070391,0.26410267,0.022500966,0.010683775,0.25799465,0.0006639106],"about_ca_topic_score_codex":0.0055889664,"about_ca_topic_score_gemma":0.000043140342,"teacher_disagreement_score":0.3354971,"about_ca_system_score_codex":0.0000035266046,"about_ca_system_score_gemma":0.000009925739,"threshold_uncertainty_score":0.84488827},"labels":[],"label_agreement":null},{"id":"W2075806518","doi":"10.1190/1.2369894","title":"Velocity measurements of conglomerates and pressure sensitivity analysis of AVA response","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Sensitivity (control systems); Pore water pressure; Saturation (graph theory); Porosity; Mineralogy; Seismology; Geophysics; Geotechnical engineering; Mathematics; Engineering","score_opus":0.018317094657304734,"score_gpt":0.22097383958926,"score_spread":0.20265674493195526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075806518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959332,0.00021992423,0.0003320237,0.000114070266,0.00001712708,0.00004306017,0.000066783134,0.000026025955,0.0032478052],"genre_scores_gemma":[0.99812186,0.0000059238,0.0014053483,0.00010098959,0.0000038046055,6.7190676e-8,0.000021645099,6.810464e-7,0.00033968865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931216,0.00017404152,0.00014814636,0.00011428791,0.000171617,0.00007976426],"domain_scores_gemma":[0.99954736,0.00016780551,0.000076073215,0.000099703364,0.00008555463,0.000023486253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008658397,0.000055976638,0.00018558271,0.00015944874,0.00003309576,0.00000798906,0.000036090554,0.000030017081,0.00038289928],"category_scores_gemma":[0.00005486071,0.00004390994,0.000042965596,0.0003043171,0.00011441455,0.00007572111,0.0000057420825,0.000030489788,0.0000015368538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000150531,0.000015162218,0.9875866,0.000012103977,0.0001580222,0.0000010031257,0.000044534983,0.00082783285,0.005139962,0.000006721451,0.0021071213,0.0039503914],"study_design_scores_gemma":[0.00008946287,0.000036854442,0.84121543,0.0000050185495,0.00019089418,8.2665144e-7,0.000033000175,0.06272826,0.09506865,0.000054410477,0.00052419363,0.000053004118],"about_ca_topic_score_codex":0.027535286,"about_ca_topic_score_gemma":0.00040156572,"teacher_disagreement_score":0.1463712,"about_ca_system_score_codex":8.5374234e-7,"about_ca_system_score_gemma":0.000015548063,"threshold_uncertainty_score":0.9789404},"labels":[],"label_agreement":null},{"id":"W2075822215","doi":"10.1190/1.1438948","title":"Integrating coherence cube imaging and seismic inversion","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Penn West Exploration (Canada)","funders":"","keywords":"Exploit; Inversion (geology); Cube (algebra); Geology; Seismology; Coherence (philosophical gambling strategy); Seismic inversion; Data cube; Computer science; Geophysics; Data mining; Geography; Physics; Meteorology; Mathematics; Geometry; Tectonics; Computer security","score_opus":0.017303107720553275,"score_gpt":0.23040274151370604,"score_spread":0.21309963379315278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075822215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91989166,0.001223307,0.003598634,0.0067530135,0.0004745774,0.00014854388,0.000004685598,0.0003396544,0.067565925],"genre_scores_gemma":[0.9927647,0.00013585272,0.00065991696,0.0046929037,0.000090322166,4.7051074e-7,0.000007852152,0.0000032681153,0.0016446747],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934614,0.000061075145,0.000103730825,0.00016840262,0.000107949236,0.00021268832],"domain_scores_gemma":[0.999594,0.00014143875,0.000046744975,0.00014632185,0.000018703817,0.000052835072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035918335,0.00009700297,0.00009192641,0.000059038368,0.00030852182,0.00008611928,0.00020314468,0.000023987468,0.00020921108],"category_scores_gemma":[0.000050515053,0.00006295435,0.000024153791,0.00015659716,0.00015221469,0.00022189504,0.000021853979,0.00019550443,0.00028167135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012534468,0.0000035283915,0.2532914,0.00000873571,0.000004839176,0.000017942819,0.001116185,0.000050826522,0.0003705567,0.0000689399,0.071876965,0.67317754],"study_design_scores_gemma":[0.0002586012,0.000060452898,0.013820715,0.00018114617,0.00002269703,0.00029390823,0.002309361,0.68758106,0.0028456391,0.0050425557,0.287243,0.00034087236],"about_ca_topic_score_codex":0.0024560948,"about_ca_topic_score_gemma":0.000028262622,"teacher_disagreement_score":0.6875302,"about_ca_system_score_codex":0.0000059391923,"about_ca_system_score_gemma":0.000013903544,"threshold_uncertainty_score":0.3712897},"labels":[],"label_agreement":null},{"id":"W2076110894","doi":"10.1190/geo2013-0049.1","title":"Surface-consistent matching filters for time-lapse seismic processing","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"Saudi Aramco; Carbon Management Canada","keywords":"Algorithm; Deconvolution; Filter (signal processing); Mathematics; Computer science","score_opus":0.012147935248775395,"score_gpt":0.2067524811238248,"score_spread":0.1946045458750494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076110894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98484015,0.00015188148,0.0056707105,0.0019185094,0.00024329632,0.00046822106,0.000044302014,0.00032236974,0.006340583],"genre_scores_gemma":[0.98213786,0.0000068109484,0.011414849,0.0037953956,0.00010554004,0.0000044573594,0.00010653987,0.0000081290855,0.0024204473],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991958,0.000020758447,0.00014358855,0.00021134879,0.00013530954,0.00029315872],"domain_scores_gemma":[0.9995779,0.00006247356,0.00007288992,0.00014884156,0.00006364513,0.00007428976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000112525166,0.00012645703,0.00013964236,0.000029215533,0.0002071917,0.00012881811,0.00016203479,0.00003978064,0.00042210112],"category_scores_gemma":[0.0000088517445,0.00010846315,0.00007409857,0.00009855526,0.00004283969,0.0003877766,0.0000109750035,0.00009010346,0.0011812132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002485918,0.000041734656,0.003871696,0.00016983438,0.000033232132,0.0000029985476,0.0010598855,0.004629576,0.0042038667,0.00003391256,0.17933512,0.8065933],"study_design_scores_gemma":[0.00046118526,0.00016990995,0.005397844,0.00012214518,0.000039928967,0.00001284489,0.00066593115,0.9040113,0.006840094,0.042543437,0.039122038,0.00061332685],"about_ca_topic_score_codex":0.0028035466,"about_ca_topic_score_gemma":0.0000021020392,"teacher_disagreement_score":0.89938176,"about_ca_system_score_codex":0.000005384795,"about_ca_system_score_gemma":0.000038036753,"threshold_uncertainty_score":0.9995965},"labels":[],"label_agreement":null},{"id":"W2076134605","doi":"10.1190/1.1845307","title":"A velocity analysis procedure for multicomponent data with topographic variations","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Normal moveout; Statics; Prestack; Geology; Point (geometry); Wave equation; Geodesy; Data set; Foothills; Residual; Set (abstract data type); Field (mathematics); Synthetic data; Algorithm; Computer science; Seismology; Mathematical analysis; Mathematics; Geometry; Physics; Artificial intelligence; Offset (computer science)","score_opus":0.02669136715068956,"score_gpt":0.24448672056791604,"score_spread":0.21779535341722647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076134605","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1383265,0.000090583926,0.8505356,0.00607747,0.000070010894,0.0005566964,0.0004589445,0.00042022002,0.003464017],"genre_scores_gemma":[0.8877207,0.000008431026,0.11031036,0.0010282693,0.000017829816,0.000002149669,0.0008509072,0.0000013310485,0.000060048053],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941164,0.000009031875,0.00009180059,0.000236277,0.00011707733,0.00013418],"domain_scores_gemma":[0.9995252,0.000040034603,0.000034892462,0.00030748002,0.00003893016,0.000053466956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015815345,0.000068245085,0.000099828714,0.00014928468,0.00014911596,0.00004003921,0.00024967096,0.000025050482,0.00024124075],"category_scores_gemma":[0.000021256974,0.000045261164,0.00003759687,0.00051487447,0.00004032159,0.00019495029,0.000009581339,0.000044828073,0.000010526194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023215363,0.00034026627,0.86949074,0.00009977974,0.001769441,0.000009484865,0.00094640057,0.030293697,0.000051169856,0.0051341536,0.013231618,0.078401074],"study_design_scores_gemma":[0.00070419605,0.00015776731,0.23053679,0.000013469963,0.0004956783,0.0000067006663,0.0002065211,0.7520753,0.00039236576,0.0041381833,0.011014448,0.0002585792],"about_ca_topic_score_codex":0.009604465,"about_ca_topic_score_gemma":0.0017940669,"teacher_disagreement_score":0.7493942,"about_ca_system_score_codex":0.000002649623,"about_ca_system_score_gemma":0.000050818766,"threshold_uncertainty_score":0.9969907},"labels":[],"label_agreement":null},{"id":"W2076154940","doi":"10.1016/j.tecto.2008.05.038","title":"2D-3C high-resolution seismic data from the Abitibi Greenstone Belt, Canada","year":2008,"lang":"en","type":"article","venue":"Tectonophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada","funders":"","keywords":"Greenstone belt; Geology; Seismology; Archean; Geochemistry","score_opus":0.028252530859608493,"score_gpt":0.20280176442924994,"score_spread":0.17454923356964144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076154940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898055,0.0004986657,0.002220517,0.0025942812,0.00060384197,0.00015487697,0.0015518895,0.00022487425,0.0023455615],"genre_scores_gemma":[0.9898139,0.0001097188,0.001045901,0.0063354047,0.00036058115,6.497984e-7,0.0020775169,0.000006293941,0.00025003176],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988023,0.00006488012,0.00016829057,0.0003391787,0.00034170964,0.00028365472],"domain_scores_gemma":[0.9987565,0.00018646086,0.00008314202,0.0008630869,0.00003578614,0.00007498825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117666554,0.0001533939,0.00015586724,0.000019133433,0.00046374652,0.000024435878,0.00080741744,0.00004380992,0.0003644504],"category_scores_gemma":[0.000028380393,0.00011174038,0.000028590357,0.00020361715,0.00018623336,0.0002592736,0.00006577703,0.0002396441,0.00016816701],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002545277,0.000019183763,0.033939384,0.00000483138,0.0000397873,0.000050865874,0.00014965836,0.0014357677,0.000136501,0.000048930528,0.8808349,0.08331474],"study_design_scores_gemma":[0.0004538387,0.000083051375,0.52736336,0.000039574315,0.000056929715,0.000038873586,0.00016404159,0.35782406,0.0016246476,0.003589564,0.10819558,0.0005665176],"about_ca_topic_score_codex":0.9943187,"about_ca_topic_score_gemma":0.592468,"teacher_disagreement_score":0.77263933,"about_ca_system_score_codex":0.00002119699,"about_ca_system_score_gemma":0.0003357692,"threshold_uncertainty_score":0.45566407},"labels":[],"label_agreement":null},{"id":"W2077181478","doi":"10.3997/2214-4609.20147738","title":"5D Interpolation, PSTM and AVO Inversion for Land Seismic Data","year":2008,"lang":"en","type":"article","venue":"70th EAGE Conference and Exhibition incorporating SPE EUROPEC 2008","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prestack; Inversion (geology); Interpolation (computer graphics); Geology; Seismic inversion; Bilinear interpolation; Seismology; Sampling (signal processing); Well control; Algorithm; Computer science; Mathematics; Statistics; Geometry; Engineering; Telecommunications","score_opus":0.06956164709962287,"score_gpt":0.2429381683412191,"score_spread":0.17337652124159622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077181478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470012,0.00052439654,0.039761577,0.0023892967,0.0004227955,0.0005224575,0.0005133054,0.0003103229,0.008554626],"genre_scores_gemma":[0.98803544,0.0005469927,0.00791949,0.0018720606,0.0001762588,0.0000014333568,0.0010691104,0.000007820727,0.00037140286],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883455,0.00008170595,0.00027971345,0.00044923453,0.00015632765,0.0001984466],"domain_scores_gemma":[0.99918866,0.00011864039,0.00017982796,0.0002803006,0.000112309695,0.00012026731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032615502,0.00016968799,0.00018649649,0.00011889217,0.000504608,0.00010674055,0.0001945213,0.000064777334,0.00019567658],"category_scores_gemma":[0.0001327224,0.00015034729,0.000021659296,0.00012921635,0.00026763615,0.0007122203,0.00006896388,0.00015511316,0.000050032995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021873163,0.000053663633,0.6099755,0.00019355651,0.000036028356,0.00009811685,0.0017238283,0.00012012748,0.0009879486,0.0005026974,0.2330846,0.15300518],"study_design_scores_gemma":[0.00097074994,0.00036515092,0.029913142,0.00021047855,0.000028935234,0.00022320656,0.00047655802,0.9325382,0.00069523323,0.003416971,0.030677972,0.00048336876],"about_ca_topic_score_codex":0.0012785132,"about_ca_topic_score_gemma":0.00007806996,"teacher_disagreement_score":0.9324181,"about_ca_system_score_codex":0.0000034256914,"about_ca_system_score_gemma":0.00007248089,"threshold_uncertainty_score":0.61309844},"labels":[],"label_agreement":null},{"id":"W2077294437","doi":"10.1029/2001jb001692","title":"Signal‐to‐noise ratios of teleseismic receiver functions and effectiveness of stacking for their enhancement","year":2003,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Defense Threat Reduction Agency; National Science Foundation","keywords":"SIGNAL (programming language); Stacking; Noise (video); Amplitude; Computer science; Image quality; Geology; Signal-to-noise ratio (imaging); Acoustics; Optics; Remote sensing; Physics; Image (mathematics); Artificial intelligence; Nuclear magnetic resonance","score_opus":0.030767187507363406,"score_gpt":0.2972093325538087,"score_spread":0.2664421450464453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077294437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859484,0.00042039983,0.012458732,0.00010896025,0.00007141142,0.0002989107,0.00002085441,0.0000042732513,0.0006680523],"genre_scores_gemma":[0.99647397,0.00009947363,0.0031968097,0.00003694279,0.000044757337,0.000002659737,0.0000021983235,0.0000039061993,0.00013925557],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984243,0.00043872284,0.000300683,0.00013399501,0.0004610726,0.00024121447],"domain_scores_gemma":[0.9970562,0.001908998,0.00015163035,0.00011045468,0.00063391525,0.00013881849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969999,0.00008887235,0.00028537062,0.000048573806,0.00011613122,0.000024600447,0.00016181426,0.000035815985,0.0002241149],"category_scores_gemma":[0.0005715397,0.00006196151,0.000100905134,0.00030816192,0.00018746038,0.0001817446,0.000013817024,0.00021599859,0.00000519693],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005445569,0.0008620546,0.10955464,0.0012601465,0.0005241456,0.000016480946,0.0014585676,0.0033184076,0.31161946,0.0014488305,0.022499494,0.5419922],"study_design_scores_gemma":[0.0013471505,0.0073338337,0.080562964,0.0008033352,0.000039810635,0.000012656813,0.0021557081,0.006978793,0.8626753,0.021725718,0.016138041,0.00022666357],"about_ca_topic_score_codex":0.000738024,"about_ca_topic_score_gemma":0.000008742536,"teacher_disagreement_score":0.55105585,"about_ca_system_score_codex":0.000013591865,"about_ca_system_score_gemma":0.00016931204,"threshold_uncertainty_score":0.25267172},"labels":[],"label_agreement":null},{"id":"W2077324874","doi":"10.1190/1.3255273","title":"A combined effective medium approach for modeling the viscoelastic properties of heavy oil reservoirs","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Colorado School of Mines; University of Houston","keywords":"Lithology; Geology; Moduli; Viscoelasticity; Shear modulus; Oil sands; Carbonate rock; Bulk modulus; Mineralogy; Work (physics); Geotechnical engineering; Materials science; Thermodynamics; Petrology; Sedimentary rock; Physics; Composite material","score_opus":0.024752734088283504,"score_gpt":0.21880232642837696,"score_spread":0.19404959234009345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077324874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7366174,0.0013343057,0.19948532,0.012711765,0.000330763,0.0013579973,0.000028758343,0.00048235146,0.047651388],"genre_scores_gemma":[0.99349326,0.00002144782,0.0047758208,0.0013098306,0.00003402766,0.0000069991725,0.000015242571,0.0000020411835,0.00034133476],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928266,0.000057348752,0.000155532,0.0001542003,0.00017118329,0.00017906254],"domain_scores_gemma":[0.9996034,0.00009506931,0.000039604638,0.00015339992,0.00007144465,0.000037065136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043855063,0.00009162964,0.00014839366,0.000051530198,0.00014777556,0.000025454852,0.00022414362,0.00003633183,0.000026531783],"category_scores_gemma":[0.000098314784,0.000047024627,0.000059648868,0.00011274561,0.00008297179,0.00011706127,0.0000066119323,0.000086274,0.0000034497841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067832638,0.00053944846,0.0075157196,0.0012499319,0.00028359337,0.0000036552844,0.009619602,0.31492558,0.009373672,0.0031339347,0.06791958,0.578652],"study_design_scores_gemma":[0.00023498567,0.00039882242,0.0001818768,0.0000356219,0.000012926605,0.0000016984756,0.0005451659,0.978902,0.018138817,0.001292908,0.00017484571,0.000080335514],"about_ca_topic_score_codex":0.0014874579,"about_ca_topic_score_gemma":0.000008173311,"teacher_disagreement_score":0.66397643,"about_ca_system_score_codex":0.0000028048446,"about_ca_system_score_gemma":0.00002851898,"threshold_uncertainty_score":0.22486012},"labels":[],"label_agreement":null},{"id":"W2077373272","doi":"10.1190/1.3112763","title":"Subsalt imaging using TTI reverse time migration","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic migration; Geology; Seismology","score_opus":0.01914525692866237,"score_gpt":0.237878469236573,"score_spread":0.21873321230791062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077373272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9243529,0.0009737647,0.0034083766,0.020190114,0.0008367042,0.0002706908,0.000012866586,0.00075066177,0.049203947],"genre_scores_gemma":[0.9878519,0.000022957216,0.0017657776,0.0073002237,0.00019350112,1.09604734e-7,0.000020060992,0.0000030936098,0.0028423362],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937016,0.000060152037,0.000109292516,0.0001361653,0.00012109804,0.00020310836],"domain_scores_gemma":[0.9996682,0.00004652398,0.000052189167,0.0001737968,0.000020327043,0.000038997463],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037782086,0.000085361426,0.00008671568,0.00006475952,0.00023571959,0.00006747911,0.00018426961,0.000023454306,0.00032525035],"category_scores_gemma":[0.000030208468,0.000059750786,0.00004083075,0.00015848092,0.00005532511,0.00024475652,0.0000043734126,0.00012238082,0.00091559865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003117776,0.000015968297,0.032825943,0.000008078799,0.000009728343,0.000019534196,0.0015391292,0.0005372873,0.011792648,0.00009923219,0.5603962,0.39272508],"study_design_scores_gemma":[0.00021018201,0.00006889485,0.015187133,0.00010352013,0.00004141826,0.00011056583,0.00020705904,0.7655848,0.013175264,0.0044024657,0.200533,0.00037568907],"about_ca_topic_score_codex":0.0010057038,"about_ca_topic_score_gemma":0.000008119065,"teacher_disagreement_score":0.76504755,"about_ca_system_score_codex":0.000008787497,"about_ca_system_score_gemma":0.000017945218,"threshold_uncertainty_score":0.9998623},"labels":[],"label_agreement":null},{"id":"W20773943","doi":"10.1136/bmj.1.3518.976","title":"The Modernized U of C Seismic Physical Modelling Facility","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Data acquisition; Software; Computer science; Systems engineering; Engineering","score_opus":0.019785115027357966,"score_gpt":0.219877954166939,"score_spread":0.20009283913958104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W20773943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.806261,0.00016971277,0.15200876,0.0021001417,0.00006481795,0.00010259382,0.000020824635,0.00016589313,0.039106246],"genre_scores_gemma":[0.99768084,0.00003758828,0.0010603594,0.0007117797,0.000015060552,8.608737e-8,0.000007247461,3.8424673e-7,0.00048664364],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995077,0.000028494334,0.00010006238,0.0000991813,0.0001373074,0.00012722597],"domain_scores_gemma":[0.99968934,0.000079746715,0.000029563718,0.00014548986,0.000024430288,0.000031434487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016854583,0.000055250533,0.00008402974,0.000015802923,0.00011251492,0.000017096996,0.00015266954,0.000013696013,0.000078780315],"category_scores_gemma":[0.000008710544,0.000030891806,0.000049949285,0.000061386934,0.0000634923,0.00008230309,0.000002756194,0.00007113088,0.000046963312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000630544,0.00002906621,0.0020785253,0.000004320559,0.000007747211,7.8774684e-7,0.0003339871,0.11217151,0.00012928472,0.00039744552,0.007477219,0.87730706],"study_design_scores_gemma":[0.000057096313,0.000035769488,0.0005142017,0.0000020531693,0.000002487978,8.3690907e-7,0.000051800147,0.9702319,0.0038289174,0.02015138,0.005079218,0.00004432431],"about_ca_topic_score_codex":0.0017199514,"about_ca_topic_score_gemma":0.0000032234987,"teacher_disagreement_score":0.8772627,"about_ca_system_score_codex":0.0000011633647,"about_ca_system_score_gemma":0.000013767509,"threshold_uncertainty_score":0.26000634},"labels":[],"label_agreement":null},{"id":"W2078546002","doi":"10.1190/geo2012-0448.1","title":"Vector reconstruction of multicomponent seismic data","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Azimuth; Wavenumber; Offset (computer science); Fourier transform; Frequency domain; Algorithm; Computer science; Projection (relational algebra); Geology; Mathematics; Optics; Mathematical analysis; Computer vision; Geometry; Physics","score_opus":0.023321297324056828,"score_gpt":0.21190404038695687,"score_spread":0.18858274306290004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078546002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959571,0.000059925827,0.00071185944,0.00034027814,0.00036935773,0.000109814275,0.00007655244,0.000075520504,0.002299629],"genre_scores_gemma":[0.99493843,0.000024356976,0.004378248,0.00031783775,0.00006897459,4.191017e-7,0.00017122035,0.0000017800032,0.000098733195],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994942,0.000021972754,0.000118872595,0.00014769069,0.00010390692,0.000113353846],"domain_scores_gemma":[0.9994782,0.000036120666,0.00006455756,0.000350484,0.000034571854,0.000036046287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000646774,0.00005998816,0.00009078358,0.00002933172,0.000041313167,0.000016409052,0.00024542233,0.000023745699,0.0007036754],"category_scores_gemma":[0.00001127793,0.000050474817,0.000021021859,0.00007777661,0.00006731268,0.0003416776,0.000022262928,0.000064286614,0.0005400134],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003878357,0.000014350015,0.016890354,0.0000163733,0.000010778962,4.09075e-7,0.000058124242,0.000081091945,0.0013530155,0.000020399933,0.013065827,0.9684854],"study_design_scores_gemma":[0.00018708326,0.00006369161,0.15419804,0.000035760997,0.000015316054,0.000012085557,0.00017822885,0.8222124,0.00786544,0.005485013,0.009562937,0.00018400022],"about_ca_topic_score_codex":0.016058318,"about_ca_topic_score_gemma":0.000005620867,"teacher_disagreement_score":0.9683014,"about_ca_system_score_codex":0.0000016954459,"about_ca_system_score_gemma":0.000016506672,"threshold_uncertainty_score":0.99049383},"labels":[],"label_agreement":null},{"id":"W2078675817","doi":"10.3997/2214-4609.20140388","title":"Improvements in the Efficiency of Ocean Bottom Sensor Surveys through the Use of Multiple Independent Seismic Sources","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Offset (computer science); Azimuth; Computer science; Ocean bottom; Seismic survey; Efficient energy use; Environmental science; Remote sensing; Real-time computing; Marine engineering; Geology; Engineering; Seismology; Electrical engineering","score_opus":0.029021076717609527,"score_gpt":0.22216774258657387,"score_spread":0.19314666586896434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078675817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974474,0.000046372315,0.0008219687,0.00053006323,0.000067415545,0.00023604734,0.000016587506,0.000030101819,0.0008040611],"genre_scores_gemma":[0.99800426,0.000024762678,0.0006498451,0.001215084,0.000025377218,9.038685e-7,0.0000066217594,0.000003337432,0.00006983775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988543,0.0001046815,0.00027913807,0.0001823925,0.0003664521,0.00021303997],"domain_scores_gemma":[0.9992081,0.00036205328,0.00020137247,0.00012613251,0.000081533035,0.000020787818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001935817,0.00010914924,0.00015218077,0.00006507354,0.000099982484,0.000050105646,0.00043365936,0.000047253074,0.000030842286],"category_scores_gemma":[0.000317099,0.0000586548,0.000050604373,0.00027574736,0.00017910832,0.00026163575,0.000024031333,0.00018436903,0.000006269239],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015426584,0.0000428084,0.97624135,0.000048958696,0.000007486732,2.6033626e-7,0.005713573,0.00013893907,0.00038194237,0.000032865926,0.0029314836,0.014444923],"study_design_scores_gemma":[0.001009156,0.00059454056,0.4762883,0.00015608959,0.000039547373,0.00001682158,0.0100668445,0.42526382,0.04532895,0.0019841527,0.038850386,0.00040138914],"about_ca_topic_score_codex":0.016432853,"about_ca_topic_score_gemma":0.000027888145,"teacher_disagreement_score":0.49995303,"about_ca_system_score_codex":0.0000031040222,"about_ca_system_score_gemma":0.000015065536,"threshold_uncertainty_score":0.99011683},"labels":[],"label_agreement":null},{"id":"W2078814229","doi":"10.1190/1.2196034","title":"Improving explicit seismic depth migration with a stabilizing Wiener filter and spatial resampling","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Mitacs; Pacific Institute for the Mathematical Sciences","keywords":"Extrapolation; Operator (biology); Upsampling; Mathematics; Algorithm; Filter (signal processing); Seismic migration; Impulse response; Convolution (computer science); Mathematical analysis; Computer science; Geology; Computer vision; Artificial intelligence; Image (mathematics); Geophysics","score_opus":0.01066731118901002,"score_gpt":0.18569804798099254,"score_spread":0.17503073679198253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078814229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94806683,0.00008074981,0.050272163,0.0001605376,0.000058240275,0.00009680054,0.000012731159,0.00011215487,0.001139765],"genre_scores_gemma":[0.99416083,0.0000075910775,0.0049430574,0.0005144385,0.00017425958,0.0000015711094,0.00008237919,0.000005165459,0.000110719935],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929357,0.000020609188,0.00011251559,0.00022402163,0.00014471615,0.0002045994],"domain_scores_gemma":[0.9996971,0.000044391232,0.00006392442,0.00012751792,0.000030936422,0.000036139307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000859618,0.00011061513,0.000097923636,0.000044252003,0.00015656231,0.000084305495,0.00006378222,0.000032411474,0.00003171933],"category_scores_gemma":[0.0000055912483,0.00008679594,0.000020455926,0.000099568,0.000044849283,0.00027569194,0.000009895555,0.0000944204,0.00001500806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008823014,0.00002850881,0.33104432,0.000063791835,0.000012589344,0.00001230306,0.0005706979,0.0041367146,0.004324191,0.00010730563,0.0017871334,0.6578242],"study_design_scores_gemma":[0.0005015001,0.0002819777,0.16665596,0.000075575044,0.000035288682,0.00002149088,0.00040508647,0.80368835,0.016340801,0.004969482,0.0065184124,0.0005060845],"about_ca_topic_score_codex":0.10560392,"about_ca_topic_score_gemma":0.0022375796,"teacher_disagreement_score":0.7995516,"about_ca_system_score_codex":0.00000450298,"about_ca_system_score_gemma":0.000023319433,"threshold_uncertainty_score":0.90035194},"labels":[],"label_agreement":null},{"id":"W2078878647","doi":"10.1190/1.2792575","title":"Azimuthal anisotropy: Is it really ubiquitous?","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Azimuth; Geology; Dipole; Shear wave splitting; Computer science; Seismology; Geophysics; Physics; Optics","score_opus":0.019991632830193378,"score_gpt":0.252187876357545,"score_spread":0.23219624352735166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078878647","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07738505,0.000108989174,0.016202841,0.0048243934,0.00040417095,0.00010120887,0.000020847374,0.00041187776,0.9005406],"genre_scores_gemma":[0.9435604,0.000041385952,0.011405418,0.029070096,0.0001423793,1.05689836e-7,0.000022120847,0.0000029603484,0.01575512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911916,0.000014601334,0.0001582966,0.00019346758,0.00021217242,0.0003023198],"domain_scores_gemma":[0.99959135,0.00006103859,0.0000356236,0.00016214118,0.000032567936,0.00011729575],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041979254,0.00009427665,0.00009076444,0.00008390245,0.000111103334,0.000040248095,0.00019071175,0.000060126913,0.016893096],"category_scores_gemma":[0.00001548976,0.00007355672,0.0000478416,0.00014108684,0.000061639614,0.00016012214,0.000008942375,0.000100976504,0.0014946228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031567022,0.0000116656065,0.0598979,0.0000063786797,0.000008265169,0.000036875783,0.00032687624,0.0000031257757,0.00010748845,0.0006588993,0.72839105,0.21051994],"study_design_scores_gemma":[0.00021663762,0.0002106549,0.044196818,0.000013091726,0.000008050353,0.000053877644,0.001007306,0.0064829285,0.022108309,0.0038114737,0.9215987,0.00029218206],"about_ca_topic_score_codex":0.007750243,"about_ca_topic_score_gemma":0.00021219006,"teacher_disagreement_score":0.8847855,"about_ca_system_score_codex":0.000003757265,"about_ca_system_score_gemma":0.00002523419,"threshold_uncertainty_score":0.99928284},"labels":[],"label_agreement":null},{"id":"W2078883674","doi":"10.3997/2214-4609.20141296","title":"Reprocessing and Characterization of Long-duration Tremor Signals from a Hydraulic-fracture Treatment in Western Canada","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Hydraulic fracturing; Geology; Slip (aerodynamics); Fracture (geology); Seismology; Petroleum engineering; Geotechnical engineering; Engineering","score_opus":0.008727153252089432,"score_gpt":0.1974013138464475,"score_spread":0.18867416059435807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078883674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99784595,0.000050812967,0.0001957753,0.0011733961,0.000028035107,0.000089055946,0.0000101232545,0.000025182822,0.0005816717],"genre_scores_gemma":[0.9982867,0.00003248,0.00021027516,0.0012674022,0.000048154197,0.0000012348739,0.00008542498,0.0000023979755,0.00006591346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944097,0.000008111762,0.00016623003,0.00017804351,0.000110157685,0.00009649487],"domain_scores_gemma":[0.99973905,0.0000249637,0.00012731449,0.00003683972,0.000033834232,0.000037976723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001040122,0.000080998834,0.0001278493,0.000052986114,0.00003921567,0.0000394661,0.000049209528,0.000035213772,0.00004649899],"category_scores_gemma":[0.000024955129,0.00006494157,0.000009409786,0.00008822101,0.000019173684,0.00026102332,0.0000032136836,0.000040327854,0.0000010948432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002100334,0.00000767667,0.89095813,0.000025373272,0.0000035130377,0.0000010017172,0.00077602494,0.0000044734506,0.0043087485,6.5297087e-7,0.00012541882,0.10376799],"study_design_scores_gemma":[0.00025906562,0.0000950695,0.8898321,0.00010388581,0.000011379812,0.0000048302545,0.00011837038,0.030668138,0.07204182,0.00021193277,0.006529536,0.00012389333],"about_ca_topic_score_codex":0.49508816,"about_ca_topic_score_gemma":0.033217244,"teacher_disagreement_score":0.4618709,"about_ca_system_score_codex":0.000012237824,"about_ca_system_score_gemma":0.00004482321,"threshold_uncertainty_score":0.984424},"labels":[],"label_agreement":null},{"id":"W2079221048","doi":"10.1190/geo2014-0056.1","title":"A study of fuzzy <i>c</i> -means coupling for joint inversion, using seismic tomography and gravity data test scenarios","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Geology; A priori and a posteriori; Seismic tomography; Joint (building); Synthetic data; Fuzzy logic; Seismic inversion; Inverse problem; Seismology; Geodesy; Geophysics; Computer science; Algorithm; Mathematics; Meteorology; Artificial intelligence; Data assimilation; Physics; Mantle (geology); Mathematical analysis; Engineering","score_opus":0.0399205433399028,"score_gpt":0.24234862646409844,"score_spread":0.20242808312419563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079221048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925908,0.00004885132,0.0065345033,0.00006807743,0.0001248347,0.00032439356,0.00016642787,0.00006283254,0.00007928622],"genre_scores_gemma":[0.99565196,0.000013129757,0.0036268325,0.00051465706,0.00007572597,7.477955e-7,0.0001050281,0.000005233242,0.000006677741],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990603,0.000026373056,0.0002006922,0.00033004602,0.00017945844,0.00020318189],"domain_scores_gemma":[0.9990596,0.00017971158,0.00013182675,0.00048622547,0.0000723143,0.00007032594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207134,0.00012858896,0.0002212566,0.00008693742,0.00031859145,0.000031923835,0.00028455778,0.00003781009,0.0000040930468],"category_scores_gemma":[0.000059184058,0.00011513149,0.000038097885,0.00022350541,0.00009865573,0.00023816485,0.00007702365,0.00009951966,0.0000029582363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000576619,0.00044827783,0.92448723,0.00022518141,0.000072283525,0.0000030920378,0.0019853136,0.008847417,0.0019889264,0.00003060013,0.0072441567,0.054609828],"study_design_scores_gemma":[0.0005111687,0.0004590401,0.01654924,0.000045885594,0.00007165391,0.0000026006128,0.00091525546,0.9769801,0.0006697867,0.0024048998,0.0012056225,0.00018477073],"about_ca_topic_score_codex":0.0068156584,"about_ca_topic_score_gemma":0.000059046593,"teacher_disagreement_score":0.9681327,"about_ca_system_score_codex":0.0000023054833,"about_ca_system_score_gemma":0.00002628072,"threshold_uncertainty_score":0.99979806},"labels":[],"label_agreement":null},{"id":"W2079361663","doi":"10.1190/geo2011-0082.1","title":"Interferometric application of static corrections","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"Shell Canada","keywords":"Statics; Reflection (computer programming); Seismic interferometry; Deconvolution; Consistency (knowledge bases); Seismic trace; Geology; Interferometry; Surface (topology); Set (abstract data type); Geodesy; Algorithm; Seismology; Computer science; Mathematics; Geometry; Wavelet; Optics; Physics","score_opus":0.011419301875276556,"score_gpt":0.21752772808851548,"score_spread":0.2061084262132389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079361663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93250835,0.0001796359,0.05390763,0.0000762587,0.0005034003,0.00010816244,0.000029855752,0.00010529324,0.012581412],"genre_scores_gemma":[0.99826837,0.000011324853,0.0013182549,0.00019982975,0.000053164058,7.6330195e-7,0.000034029305,0.0000011801194,0.00011311555],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996794,0.0000136362205,0.00007655449,0.000049768525,0.000076825985,0.0001038041],"domain_scores_gemma":[0.9997521,0.000049350823,0.00004640804,0.00009512524,0.000022727334,0.000034308574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007931274,0.00003733331,0.00005690047,0.00007376169,0.000033657714,0.00000440564,0.0000632562,0.000014047394,0.00014445692],"category_scores_gemma":[0.0000124795815,0.000032730502,0.00002218857,0.0003500056,0.000029992574,0.00013949662,0.0000039524825,0.000044145032,0.00025307472],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041392937,0.000037526323,0.3403308,0.000014975098,0.000007040937,4.2522373e-8,0.00027859586,0.00004636971,0.00017614804,0.00026809186,0.0042938306,0.65454245],"study_design_scores_gemma":[0.0001860154,0.00021148207,0.8627591,0.000019947525,0.0000415009,0.0000047194544,0.0006403848,0.060198206,0.01728754,0.007634834,0.050738115,0.00027816225],"about_ca_topic_score_codex":0.0022316605,"about_ca_topic_score_gemma":0.0000024322087,"teacher_disagreement_score":0.6542643,"about_ca_system_score_codex":0.000002062795,"about_ca_system_score_gemma":0.0000063740185,"threshold_uncertainty_score":0.3373618},"labels":[],"label_agreement":null},{"id":"W2080704858","doi":"10.1190/1.1818039","title":"A comparison between local and global inversion of poststack seismic data to estimate acoustic impedance","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Geology; Acoustic impedance; Electrical impedance; Seismology; Seismic inversion; Acoustics; Geophysics; Physics; Azimuth; Optics; Electrical engineering; Engineering","score_opus":0.043048560960301456,"score_gpt":0.31703918700342587,"score_spread":0.2739906260431244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080704858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84940434,0.00026375375,0.14363717,0.00054279243,0.00010357005,0.00016073202,0.00027290167,0.00010808988,0.0055066827],"genre_scores_gemma":[0.9861555,0.000013350068,0.012708436,0.00094233605,0.000008601026,1.1518296e-7,0.00010416076,0.0000018610656,0.00006564873],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907345,0.000053338834,0.0002013481,0.00028324442,0.00018003349,0.00020856301],"domain_scores_gemma":[0.9993684,0.00007755285,0.000055499982,0.00031812012,0.000029159502,0.0001512361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028706106,0.00010764646,0.00020354419,0.00004464981,0.00006793967,0.000024853365,0.0002844504,0.00004692524,0.00016957807],"category_scores_gemma":[0.00007405743,0.00008928934,0.000015083332,0.0002028879,0.00011367141,0.00020136307,0.00005191674,0.00007205644,0.000069381545],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020461575,0.000010615905,0.8427627,0.00003432501,0.000010713376,0.000002721885,0.000057476445,0.0021889461,0.000047500187,0.000039278493,0.040984735,0.11384054],"study_design_scores_gemma":[0.00023863852,0.00023533325,0.073202364,0.000047739723,0.000035821868,0.000014303823,0.00034236853,0.9092467,0.0025215796,0.0006465624,0.013262886,0.00020570289],"about_ca_topic_score_codex":0.0042260387,"about_ca_topic_score_gemma":0.000121113466,"teacher_disagreement_score":0.90705776,"about_ca_system_score_codex":0.000006677536,"about_ca_system_score_gemma":0.000044994067,"threshold_uncertainty_score":0.6388535},"labels":[],"label_agreement":null},{"id":"W2080710828","doi":"10.1190/1.1816411","title":"Delineation of steam flood using seismic attenuation","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Husky Energy (Canada)","funders":"","keywords":"Attenuation; Flood myth; Geology; Seismology; Geography","score_opus":0.02957355832871029,"score_gpt":0.2440295878009761,"score_spread":0.21445602947226583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080710828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90559715,0.00006824381,0.08835355,0.00019553104,0.00008293048,0.000049619117,0.0000032202288,0.00006312243,0.0055866367],"genre_scores_gemma":[0.9931174,0.0000441978,0.005571043,0.000767858,0.000038360926,7.734521e-8,0.00003176542,0.0000011956043,0.00042811796],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995648,0.00002205103,0.00013085079,0.00008355795,0.00011545826,0.00008325483],"domain_scores_gemma":[0.99978095,0.000019757657,0.000049444818,0.000078274345,0.00004810242,0.00002349017],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001459894,0.000044574535,0.00006141258,0.000072101975,0.00007392465,0.000006359636,0.00005793605,0.000026734926,0.0009497184],"category_scores_gemma":[0.000014719066,0.000036859394,0.000022500773,0.00013651758,0.000022094953,0.00016833087,0.0000040749237,0.000032314514,0.000038068258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021860164,0.000017430779,0.4545537,0.000009566205,0.000008398885,0.000001919199,0.00015482695,0.014710521,0.0011110473,0.000023376246,0.0034866002,0.5259008],"study_design_scores_gemma":[0.00010345332,0.000038036265,0.012154805,0.000010972088,0.000007632432,0.000013624352,0.00015347857,0.97161573,0.008180791,0.00025787327,0.0074022743,0.00006130142],"about_ca_topic_score_codex":0.007529248,"about_ca_topic_score_gemma":0.000027825046,"teacher_disagreement_score":0.95690525,"about_ca_system_score_codex":0.0000025978109,"about_ca_system_score_gemma":0.000017643022,"threshold_uncertainty_score":0.9999635},"labels":[],"label_agreement":null},{"id":"W2081276940","doi":"10.1190/1.1816511","title":"Minimum weighted norm interpolation of seismic data with adaptive weights","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Norm (philosophy); Computer science; Mathematics; Geology; Algorithm; Artificial intelligence; Political science","score_opus":0.023892092469535987,"score_gpt":0.22481350233484707,"score_spread":0.20092140986531107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081276940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6923812,0.00023733331,0.07559515,0.0012841487,0.00022179187,0.00028658207,0.00014843835,0.0003044053,0.22954096],"genre_scores_gemma":[0.9811657,0.00005144851,0.016541569,0.0006990749,0.00003406221,1.984754e-7,0.00028614595,0.0000024081155,0.0012193932],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929076,0.000028468881,0.00015160229,0.00021730362,0.00017116294,0.00014071532],"domain_scores_gemma":[0.9994117,0.000060289887,0.000077385834,0.0003520389,0.000047418915,0.000051192055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001302495,0.000091116024,0.000116816394,0.00010417896,0.000051960575,0.0000144661335,0.0003239063,0.000028728313,0.00199808],"category_scores_gemma":[0.00000583114,0.000058631762,0.000016415535,0.00020023728,0.00008820031,0.0004324089,0.00002044442,0.0000722707,0.000090433285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007570795,0.000085774605,0.4843228,0.000021802323,0.00009858383,0.00003573942,0.00059697195,0.00005806156,0.00011617886,0.00039391938,0.09438046,0.41913265],"study_design_scores_gemma":[0.00023243151,0.00023492302,0.011264932,0.00003940104,0.000016000475,0.000032488413,0.00033131248,0.9506037,0.0013923951,0.00092008396,0.034796633,0.00013566349],"about_ca_topic_score_codex":0.0093959635,"about_ca_topic_score_gemma":0.00033356718,"teacher_disagreement_score":0.95054567,"about_ca_system_score_codex":0.000002162967,"about_ca_system_score_gemma":0.000034340123,"threshold_uncertainty_score":0.99891424},"labels":[],"label_agreement":null},{"id":"W2081408619","doi":"10.2118/168591-ms","title":"Enhancing Recovery in Shales Through Stimulation of Pre-Existing Fracture Networks","year":2014,"lang":"en","type":"article","venue":"SPE Hydraulic Fracturing Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Geology; Fracture (geology); Hydraulic fracturing; Microseism; Geotechnical engineering; Shear (geology); Petrology; Seismology","score_opus":0.015662842905519787,"score_gpt":0.23935685482817648,"score_spread":0.2236940119226567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081408619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66104925,0.00042359802,0.32556593,0.0016545887,0.00023534124,0.0002151669,0.0000035630956,0.0004770547,0.010375525],"genre_scores_gemma":[0.9828337,0.00010575821,0.016108487,0.00079956045,0.000063569765,0.000002041435,0.000031282,0.0000069246507,0.00004867362],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986035,0.000069447866,0.00041195622,0.00038520337,0.000168316,0.00036154565],"domain_scores_gemma":[0.99900144,0.00025988175,0.00027195356,0.0003787118,0.00005870809,0.000029330295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038275693,0.00019712547,0.00032180254,0.00030536953,0.00009979563,0.00003070364,0.00041005627,0.00033718615,0.0004111804],"category_scores_gemma":[0.0003620523,0.0001837292,0.00004756209,0.00036281883,0.00020599969,0.00033081003,0.00004265965,0.00056046445,0.000025416566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013481524,0.000057485857,0.19674663,0.00012494158,0.00003397455,0.000018670642,0.00075823645,0.30133432,0.00073769636,0.0011984762,0.00067329826,0.49818146],"study_design_scores_gemma":[0.00050485507,0.00028834218,0.12831973,0.00073433947,0.00002118914,0.000026639455,0.00022990713,0.65970093,0.08858521,0.10892164,0.012108115,0.00055908726],"about_ca_topic_score_codex":0.0032632146,"about_ca_topic_score_gemma":0.00037128688,"teacher_disagreement_score":0.49762237,"about_ca_system_score_codex":0.000013508118,"about_ca_system_score_gemma":0.00004057345,"threshold_uncertainty_score":0.74922585},"labels":[],"label_agreement":null},{"id":"W2082077162","doi":"10.1190/1.1817416","title":"Can the sub‐basalt imaging problem be solved by gradient‐based waveform inversion?","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Inversion (geology); Waveform; Basalt; Geology; Computer science; Geophysics; Seismology; Telecommunications","score_opus":0.015306601395649868,"score_gpt":0.18796844520502526,"score_spread":0.17266184380937538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082077162","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28886366,0.0022938873,0.0021875787,0.31592557,0.0012423095,0.0016094533,0.0003852614,0.0024847952,0.3850075],"genre_scores_gemma":[0.96206826,0.00006757338,0.0010369491,0.03421412,0.00003542578,0.0000023361874,0.000118976815,0.0000059917697,0.0024503674],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987362,0.000058683265,0.00019338177,0.0002768141,0.00031114486,0.00042376915],"domain_scores_gemma":[0.9993767,0.0000924041,0.000068380315,0.00028196865,0.000038687176,0.00014186314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027535888,0.00016860438,0.00012434459,0.00008797639,0.00042755142,0.000100449965,0.00036500717,0.000038697577,0.004277496],"category_scores_gemma":[0.00001613684,0.0001018092,0.00007954208,0.0002508861,0.00018594423,0.00021808916,0.000015894257,0.00019231845,0.0001993536],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005235669,0.000019485526,0.038168285,0.000008234982,0.0000065348463,0.0000051005554,0.00024211523,0.00002240283,0.00014046942,0.000033399156,0.9106949,0.050653838],"study_design_scores_gemma":[0.00044013615,0.000086518856,0.00090620137,0.000023964654,0.00001948655,0.0000127959265,0.00072355015,0.65520257,0.022035994,0.0008891472,0.31929776,0.0003618602],"about_ca_topic_score_codex":0.012244638,"about_ca_topic_score_gemma":0.00031590962,"teacher_disagreement_score":0.6732046,"about_ca_system_score_codex":0.000013438016,"about_ca_system_score_gemma":0.000021423304,"threshold_uncertainty_score":0.99663275},"labels":[],"label_agreement":null},{"id":"W2082295052","doi":"10.1190/tle29111432.1","title":"The magic of Lamé","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"MAGIC (telescope); Feeling; Art; Sociology; Art history; Philosophy; Epistemology; Physics; Astronomy","score_opus":0.012517880302730782,"score_gpt":0.22345180137336096,"score_spread":0.21093392107063016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082295052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7547179,0.00037874,0.00014016288,0.008624671,0.0016104373,0.00011311423,0.0000079700985,0.00013232576,0.23427472],"genre_scores_gemma":[0.99360853,0.000033786648,0.00020830725,0.00073614006,0.00010097941,1.740911e-7,0.0000019921226,0.000001434071,0.0053086276],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962854,0.000029277366,0.00007437579,0.000059789218,0.00008719086,0.000120796794],"domain_scores_gemma":[0.9994797,0.00023789452,0.000038080918,0.00020967438,0.000015306008,0.000019351763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049213145,0.000041631134,0.00004939035,0.000016626516,0.00017729086,0.000026907053,0.00032165076,0.000021227355,0.00026307744],"category_scores_gemma":[0.000057341647,0.000019118548,0.00002879038,0.00007602569,0.00021006646,0.000044030025,0.000008343693,0.00018054346,0.00047879136],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018771716,0.0000069604293,0.05806678,0.00000905397,0.000012792227,0.0000017182803,0.0007776682,0.000012528505,0.0035460384,0.003531342,0.36357662,0.57043976],"study_design_scores_gemma":[0.00006744258,0.000035463923,0.020000743,0.000010259146,0.00000858815,0.000015946609,0.00016397302,0.0071925363,0.020331353,0.009251992,0.9428372,0.000084504034],"about_ca_topic_score_codex":0.0005673849,"about_ca_topic_score_gemma":0.00007503347,"teacher_disagreement_score":0.5792606,"about_ca_system_score_codex":5.6100356e-7,"about_ca_system_score_gemma":0.0000118810385,"threshold_uncertainty_score":0.6154054},"labels":[],"label_agreement":null},{"id":"W2082402239","doi":"10.11575/prism/27444","title":"Processing and Interpretation of Time-Lapse Seismic Data from a Heavy Oil Field, Alberta, Canada","year":2012,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Steam injection; Oil field; Geology; Reservoir modeling; Environmental science; Identification (biology); Repeatability","score_opus":0.009401529351120631,"score_gpt":0.18533359500450006,"score_spread":0.17593206565337943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082402239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586446,0.000678184,0.03358864,0.00073322793,0.00006281016,0.00003515464,0.000010047129,0.000018190001,0.0062291017],"genre_scores_gemma":[0.98841345,0.00004404927,0.010611474,0.00039550348,0.000006163732,1.03023305e-8,0.000116336276,0.0000012688556,0.00041171352],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954695,0.000032946453,0.00007300476,0.00012302598,0.00011598929,0.00010806629],"domain_scores_gemma":[0.9995506,0.00010787637,0.00008646661,0.00016530514,0.000019650233,0.00007013399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009734081,0.000057112615,0.00011699545,0.00004263501,0.000064971886,0.000005890781,0.00022943161,0.000038375852,0.00038345854],"category_scores_gemma":[0.000026510272,0.000061663246,0.00001359746,0.000049679184,0.00006342253,0.00042228925,0.00006255594,0.00007388986,0.0000058854052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067498455,0.000010905413,0.054800592,0.00003681341,0.0000141311475,0.0000020377975,0.0012098649,0.0000028527356,0.000048026122,0.0000015195731,0.008701436,0.9351043],"study_design_scores_gemma":[0.00014064125,0.000024131274,0.016002227,0.00005617971,0.000030589516,0.0000019286535,0.00018859774,0.97745097,0.0006371034,0.00008529135,0.0052974727,0.000084883795],"about_ca_topic_score_codex":0.94165653,"about_ca_topic_score_gemma":0.04430628,"teacher_disagreement_score":0.9774481,"about_ca_system_score_codex":0.0000049578325,"about_ca_system_score_gemma":0.00010218158,"threshold_uncertainty_score":0.9731326},"labels":[],"label_agreement":null},{"id":"W2082415275","doi":"10.1007/s11770-007-0034-7","title":"Wigner-Ville distribution and its application in seismic attenuation estimation","year":2007,"lang":"en","type":"article","venue":"Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"SINOPEC Petroleum Exploration and Production Research Institute; China Postdoctoral Science Foundation","keywords":"Attenuation; Geology; Wigner distribution function; Distribution (mathematics); Seismology; Mathematics; Physics; Mathematical analysis; Optics","score_opus":0.007062446730264523,"score_gpt":0.2097203082366964,"score_spread":0.2026578615064319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082415275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8902624,0.000052532567,0.106016465,0.00019621334,0.00004553614,0.0002690012,0.000020579493,0.000099574296,0.0030376909],"genre_scores_gemma":[0.9980958,0.000019677713,0.00060443423,0.0004225756,0.00004649557,0.000003717112,0.00078203913,0.0000026706655,0.000022591297],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934834,0.000009977678,0.00015210432,0.00018867626,0.000134379,0.00016654117],"domain_scores_gemma":[0.99972105,0.00005458792,0.000068260386,0.00009244632,0.000023166525,0.000040460563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030705435,0.00008468613,0.00008292015,0.00004944784,0.00008574921,0.000018326298,0.00006073335,0.00005477316,0.000012003114],"category_scores_gemma":[0.000009074678,0.000084822546,0.0000123416585,0.00024711722,0.000028595283,0.00015866169,0.0000069751613,0.00009240691,0.00012948697],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003217274,0.000021270283,0.009362775,0.000019517289,0.0000028914592,8.6464587e-7,0.00018705579,0.0020663568,0.0011599688,0.0040434524,0.00046457315,0.9826391],"study_design_scores_gemma":[0.00035324116,0.0000381377,0.23939785,0.00001387777,0.000010403763,0.0000031477837,0.00017179467,0.7190997,0.012053816,0.024779862,0.0038437836,0.00023436458],"about_ca_topic_score_codex":0.0009876405,"about_ca_topic_score_gemma":0.00003884217,"teacher_disagreement_score":0.9824047,"about_ca_system_score_codex":0.000012106534,"about_ca_system_score_gemma":0.000011325967,"threshold_uncertainty_score":0.3458963},"labels":[],"label_agreement":null},{"id":"W2082574589","doi":"10.1029/2009eo230004","title":"Critical Steps for the Continuing Advancement of Hydrogeophysics","year":2009,"lang":"en","type":"article","venue":"Eos","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Genetics; University of Calgary","funders":"","keywords":"Special section; Geophysics; Field (mathematics); Geology; Engineering; Engineering ethics; Hydrology (agriculture); Earth science; Engineering physics; Geotechnical engineering; Mathematics","score_opus":0.01194978358394854,"score_gpt":0.2517543949408948,"score_spread":0.23980461135694625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082574589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57075703,0.007042112,0.34564897,0.04449187,0.001953358,0.0019058273,0.0002875331,0.00050682924,0.027406432],"genre_scores_gemma":[0.99573916,0.000038323615,0.002675514,0.0013617194,0.00005321125,6.823074e-7,0.000006415612,7.0793914e-7,0.00012426203],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966455,0.0000092033015,0.00007862163,0.00006550072,0.00008103454,0.00010110787],"domain_scores_gemma":[0.99965507,0.00019767019,0.000014973856,0.000086160624,0.00002748831,0.00001861847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011029428,0.000037684775,0.00005849177,0.00001094182,0.000042229134,0.000010671631,0.00009254288,0.000011641747,0.000088696754],"category_scores_gemma":[0.000046736837,0.000024252988,0.00003414345,0.000036876947,0.000045935685,0.00006955083,0.0000019395136,0.000032446816,0.0000089201085],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013710177,0.000009222585,0.00076042244,0.0000056138165,0.0000027852993,4.0766363e-7,0.00015313597,0.000049371676,0.00018961044,0.0012442695,0.0034284377,0.994143],"study_design_scores_gemma":[0.0004559564,0.0009279315,0.018844744,0.00010488945,0.000051544313,0.0000059426197,0.0007407082,0.20252854,0.080626,0.028588142,0.66684604,0.00027954674],"about_ca_topic_score_codex":0.000113333976,"about_ca_topic_score_gemma":0.0000016361631,"teacher_disagreement_score":0.99386346,"about_ca_system_score_codex":8.558006e-7,"about_ca_system_score_gemma":0.0000048658903,"threshold_uncertainty_score":0.09890082},"labels":[],"label_agreement":null},{"id":"W2082779688","doi":"10.1002/cjg2.20093","title":"Analysis of Seismic Anisotropy of the Typical Slate from the Gaoligong Mountains, Yunnan Province, China","year":2014,"lang":"en","type":"article","venue":"Chinese Journal of Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Geology; Anisotropy; Seismic anisotropy; Shear wave splitting; Actinolite; Seismology; Overburden pressure; Crust; Shear (geology); Seismic velocity; Metamorphic rock; China; Wave velocity; Seismic wave; Petrology; Geochemistry; Geotechnical engineering; Chlorite; Law","score_opus":0.0039627424338044654,"score_gpt":0.1965586250201353,"score_spread":0.19259588258633084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082779688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965377,0.0001875258,0.0017820123,0.00073542265,0.00022598701,0.000055854052,0.000056728957,0.000007785017,0.00041100287],"genre_scores_gemma":[0.99871033,0.00006159061,0.00039145,0.0005692969,0.000197546,7.2374434e-8,0.000012374366,0.0000035274518,0.00005381227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879897,0.0001698508,0.0004201526,0.00010257349,0.00037337872,0.00013510129],"domain_scores_gemma":[0.9986301,0.00022089922,0.00066017814,0.00032490416,0.00011380835,0.000050107545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040492753,0.0001307719,0.00040247108,0.00008826436,0.00010853543,0.000022309612,0.00063174224,0.000037274218,0.00007739331],"category_scores_gemma":[0.00010127376,0.000057359124,0.00037275584,0.0006390573,0.00018822918,0.00016757043,0.000031024552,0.00026906954,0.000004286966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011668308,0.000047064517,0.9651438,0.000012573656,0.00039671198,0.0000016778167,0.00052605476,0.005980224,0.000540879,0.00010364525,0.001330042,0.025800616],"study_design_scores_gemma":[0.00016943607,0.00009412335,0.8752814,0.00003471475,0.00031120828,0.000003803134,0.00005166486,0.11435768,0.00072705816,0.007927149,0.0009725865,0.00006917199],"about_ca_topic_score_codex":0.003543141,"about_ca_topic_score_gemma":0.00007082151,"teacher_disagreement_score":0.10837746,"about_ca_system_score_codex":0.0000054582206,"about_ca_system_score_gemma":0.00008154828,"threshold_uncertainty_score":0.5356193},"labels":[],"label_agreement":null},{"id":"W2083258395","doi":"10.1190/1.1707055","title":"VSP traveltime inversion for linear inhomogeneity and elliptical anisotropy","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Anisotropy; Geology; Normal moveout; Inversion (geology); Offset (computer science); Vertical seismic profile; Seismology; Geodesy; Geometry; Structural basin; Geophysics; Mathematics; Physics; Optics; Paleontology","score_opus":0.013729979626848366,"score_gpt":0.21840806900786278,"score_spread":0.20467808938101442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083258395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97862154,0.00010772765,0.018887974,0.00087610347,0.0001739295,0.00019119757,0.00007201947,0.00012870687,0.0009407977],"genre_scores_gemma":[0.9675163,0.00007427036,0.030118436,0.0018755631,0.00018040935,7.7577744e-7,0.00009416174,0.000004283617,0.00013578484],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99939555,0.000011801605,0.00009456512,0.00019079002,0.000109881315,0.00019738868],"domain_scores_gemma":[0.9997014,0.000039513325,0.000028969083,0.00010981005,0.000030217449,0.0000901053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008802291,0.000095593015,0.00011101836,0.000029089886,0.00014898618,0.000023820226,0.00008914911,0.00005459047,0.000055026594],"category_scores_gemma":[0.000015897753,0.0000834859,0.000046362777,0.00008296248,0.00010056708,0.0001358336,0.000010245787,0.00008048308,0.000109795765],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005610007,0.00030089612,0.059313767,0.00031516273,0.000114802904,0.000042628388,0.0020157327,0.0022233948,0.007080056,0.015842145,0.025914362,0.88627607],"study_design_scores_gemma":[0.0047684377,0.0024779832,0.08276172,0.00013845866,0.00016085894,0.00005437859,0.0005915825,0.24946989,0.12875715,0.37198728,0.15722764,0.0016046145],"about_ca_topic_score_codex":0.0011504679,"about_ca_topic_score_gemma":0.000008576695,"teacher_disagreement_score":0.88467145,"about_ca_system_score_codex":0.0000048998168,"about_ca_system_score_gemma":0.000034581815,"threshold_uncertainty_score":0.34044564},"labels":[],"label_agreement":null},{"id":"W2083314547","doi":"10.1016/j.jappgeo.2009.06.004","title":"Reflection seismic imaging of the end-glacial Pärvie Fault system, northern Sweden","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Vetenskapsrådet","keywords":"Geology; Seismology; Glacial period; Reflection (computer programming); Fault (geology); Hammer; Geomorphology","score_opus":0.008289196824060709,"score_gpt":0.2123071036835997,"score_spread":0.204017906859539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083314547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95994574,0.00013428173,0.0013174636,0.0009598438,0.0007443923,0.00014512517,0.000011254115,0.000050451174,0.036691464],"genre_scores_gemma":[0.9982603,0.000015497844,0.00040441361,0.00088162906,0.0003927186,1.3366555e-7,0.00000304458,0.0000032687244,0.000038978964],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99893385,0.000036492107,0.00036467903,0.00010122721,0.00039842946,0.00016529647],"domain_scores_gemma":[0.99909216,0.000036376136,0.0005344854,0.00016135075,0.00012522229,0.00005042781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032173313,0.00011292428,0.00021632589,0.00007545483,0.0001411739,0.000032141765,0.00031125202,0.000041930354,0.000027201353],"category_scores_gemma":[0.000008030856,0.0000739263,0.00014402662,0.00025056532,0.00006609748,0.00015531832,0.000008626786,0.0002868642,0.000022105067],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034462198,0.000087818196,0.017820338,0.00007740058,0.00006916541,0.000016924609,0.0014637554,0.00913063,0.009482449,0.0007043488,0.007874055,0.9529285],"study_design_scores_gemma":[0.0047339564,0.0016892863,0.40121478,0.0012989793,0.0007955083,0.0010630027,0.011127758,0.16747363,0.229302,0.10952191,0.06984079,0.0019383968],"about_ca_topic_score_codex":0.0003788617,"about_ca_topic_score_gemma":0.0000120251225,"teacher_disagreement_score":0.9509901,"about_ca_system_score_codex":0.000021174006,"about_ca_system_score_gemma":0.00008736225,"threshold_uncertainty_score":0.30146268},"labels":[],"label_agreement":null},{"id":"W2083414857","doi":"10.1190/geo2011-0267.1","title":"4D seismic-to-well tying, a key step towards 4D inversion","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Inversion (geology); Overburden; Offset (computer science); Geology; Seismic inversion; Algorithm; Computer science; Mathematics; Geometry; Azimuth; Seismology; Geotechnical engineering","score_opus":0.014408359757894857,"score_gpt":0.21499982146040317,"score_spread":0.2005914617025083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083414857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9507189,0.00020602095,0.010001225,0.00094738154,0.0011663786,0.00021540117,0.000049635546,0.00035147136,0.036343627],"genre_scores_gemma":[0.978079,0.000027561122,0.009162379,0.010857125,0.0004448926,0.0000013800438,0.00009134392,0.000008246152,0.0013280795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987324,0.00005252879,0.00015333231,0.00022993026,0.00030934787,0.0005224749],"domain_scores_gemma":[0.99928725,0.00003686762,0.000061445186,0.00029116936,0.000044734137,0.0002785154],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023915153,0.00017530684,0.00017015816,0.00009120045,0.00027589407,0.00008746865,0.00027820028,0.00007374026,0.00084181473],"category_scores_gemma":[0.000020022095,0.00015337861,0.000084634776,0.0002933953,0.00008705418,0.0004274995,0.0000457092,0.0001828687,0.0031609517],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058838694,0.00009197257,0.08303072,0.000053942113,0.00003324522,0.000008482987,0.0025074743,0.00045882506,0.00022809951,0.00061424606,0.2998078,0.61310637],"study_design_scores_gemma":[0.00023950943,0.00015983141,0.020242848,0.00004111718,0.000027587828,0.000008027385,0.0004067814,0.06327086,0.0061953557,0.0012716798,0.90769595,0.00044046502],"about_ca_topic_score_codex":0.0083973715,"about_ca_topic_score_gemma":0.000009733207,"teacher_disagreement_score":0.6126659,"about_ca_system_score_codex":0.000012262775,"about_ca_system_score_gemma":0.000061118364,"threshold_uncertainty_score":0.9982058},"labels":[],"label_agreement":null},{"id":"W2083483411","doi":"10.1190/1.2792780","title":"Calculation of relative seismic attenuation from reflection time‐frequency differences in carbonate reservoir","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China","keywords":"Attenuation; Carbonate; Geology; Reflection (computer programming); Seismology; Anelastic attenuation factor; Acoustics; Seismic wave; Materials science; Optics; Computer science; Physics","score_opus":0.024027669328548076,"score_gpt":0.24759547448765007,"score_spread":0.223567805159102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083483411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96355706,0.00012851282,0.005285605,0.0003717838,0.00010047884,0.00010640239,0.000010824074,0.00007009311,0.030369248],"genre_scores_gemma":[0.9962253,0.000026249796,0.0028548415,0.00016109682,0.000028189297,3.434407e-7,0.00010401243,0.0000019541983,0.00059802446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910456,0.00008016181,0.00027977498,0.00018221115,0.00020871218,0.00014457341],"domain_scores_gemma":[0.9995081,0.00019153107,0.00011200297,0.000107759784,0.000052805466,0.000027841706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051006454,0.000080906466,0.00012784505,0.00021216852,0.000045295124,0.0000098524615,0.00008816491,0.00008136881,0.0005193359],"category_scores_gemma":[0.000061457584,0.00006672996,0.000029422174,0.00032544465,0.000055498127,0.000327081,0.0000047967487,0.00011883859,0.00005416942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053401363,0.000013758459,0.9688905,0.0000044546173,0.000009156186,0.0000031823763,0.0006335661,0.00034232953,0.0020892965,0.000097311735,0.00048747033,0.0273756],"study_design_scores_gemma":[0.00016019453,0.00007444106,0.77093035,0.000041231935,0.000006242624,9.034344e-7,0.000118958065,0.19869652,0.007320415,0.022406518,0.0001423688,0.00010183798],"about_ca_topic_score_codex":0.07475735,"about_ca_topic_score_gemma":0.0012501497,"teacher_disagreement_score":0.1983542,"about_ca_system_score_codex":0.000017115437,"about_ca_system_score_gemma":0.00002295166,"threshold_uncertainty_score":0.93140393},"labels":[],"label_agreement":null},{"id":"W2083504996","doi":"10.1190/geo2013-0203.1","title":"Estimation of elastic stiffness coefficients of an orthorhombic physical model using group velocity analysis on transmission data","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Shell (Canada); BP (Canada)","funders":"","keywords":"Seismogram; Group velocity; Mathematical analysis; Orthorhombic crystal system; Group (periodic table); Physics; Mathematics; Phase (matter); Stiffness; Anisotropy; Geometry; Geology; Diffraction; Optics; Seismology; Thermodynamics; Quantum mechanics","score_opus":0.02963261484299404,"score_gpt":0.2643575434214908,"score_spread":0.23472492857849678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083504996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7530126,0.000004878659,0.24669592,0.000007219797,0.000022064522,0.00008195859,0.00009574425,0.000025101088,0.000054486336],"genre_scores_gemma":[0.9896298,0.0000022883098,0.0096087,0.000040573756,0.000015138219,3.3295115e-7,0.00069368194,0.000003267453,0.0000062098748],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990488,0.000052357347,0.00018817335,0.00025249866,0.00031740463,0.00014075688],"domain_scores_gemma":[0.9992554,0.00006460156,0.00013446865,0.00042202196,0.000058003778,0.000065513894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011912302,0.00010638605,0.00024251937,0.00011228264,0.00007404521,0.000016896309,0.00030849042,0.000036598736,0.00004867386],"category_scores_gemma":[0.000013714704,0.0000880944,0.000061849365,0.00050676934,0.0000921257,0.00043645277,0.00001819733,0.00008310235,0.00001136178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017488495,0.0001310562,0.00042252004,0.000025292908,0.000028417448,1.9478803e-7,0.00015097592,0.63895935,0.00065595005,0.000019926701,0.000022999839,0.35956585],"study_design_scores_gemma":[0.000104725994,0.00008204958,0.022638185,0.00002518097,0.00015948567,1.9803288e-7,0.000032655542,0.97330093,0.0016938526,0.0018668985,0.0000025753473,0.000093287694],"about_ca_topic_score_codex":0.0040312945,"about_ca_topic_score_gemma":0.0000037425402,"teacher_disagreement_score":0.35947257,"about_ca_system_score_codex":0.0000036438682,"about_ca_system_score_gemma":0.000030894575,"threshold_uncertainty_score":0.6094138},"labels":[],"label_agreement":null},{"id":"W2084066250","doi":"10.1190/1.1815718","title":"Evaluating feasibility of seismic fluid monitoring","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bulk modulus; Saturation (graph theory); Shear modulus; Geology; Modulus; Shear (geology); Geotechnical engineering; Mineralogy; Materials science; Petrology; Composite material; Mathematics","score_opus":0.07336262030211196,"score_gpt":0.3211966888876045,"score_spread":0.24783406858549253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084066250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430348,0.00013495663,0.00011747336,0.0001115528,0.00008976375,0.000067942856,0.0000048849934,0.00010939044,0.056329235],"genre_scores_gemma":[0.9904499,0.00003754098,0.0075395987,0.00023578826,0.000041894342,2.0487516e-7,0.000005400993,0.0000013047793,0.0016883351],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993261,0.00004870588,0.00016120139,0.00014438886,0.00018452424,0.00013509387],"domain_scores_gemma":[0.99968,0.00005695473,0.000026923064,0.0001657126,0.000027643224,0.000042784144],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042278218,0.00006103831,0.00009300746,0.00003338486,0.00006253774,0.00001154796,0.00012412728,0.000020983514,0.012961261],"category_scores_gemma":[0.00002683802,0.000048725648,0.000039425075,0.00010856302,0.000047643884,0.00013073476,0.0000032615928,0.0000581023,0.00020017072],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014143824,0.000006267561,0.35024968,0.000007010834,0.000002463457,4.69705e-7,0.00006297325,0.0012084583,0.00034316434,0.0000016061265,0.00083757314,0.6472662],"study_design_scores_gemma":[0.00035329652,0.0002689968,0.32425696,0.000058913323,0.000015199695,0.00001204458,0.00027474554,0.5821543,0.08533241,0.0022048596,0.0048230276,0.00024524174],"about_ca_topic_score_codex":0.0062263454,"about_ca_topic_score_gemma":0.000003351745,"teacher_disagreement_score":0.64702094,"about_ca_system_score_codex":0.0000030672484,"about_ca_system_score_gemma":0.00002176827,"threshold_uncertainty_score":0.987941},"labels":[],"label_agreement":null},{"id":"W2084200632","doi":"10.1520/gtj103426","title":"Morphological Characterization of Induced Fracture in Sandstone Using X-ray Computed Tomography Scanning","year":2012,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fracture (geology); Aperture (computer memory); Calibration; Geology; Anisotropy; Tomography; Characterization (materials science); Mineralogy; Optics; Geotechnical engineering; Mathematics; Acoustics; Physics","score_opus":0.05154098823799038,"score_gpt":0.2610000953766057,"score_spread":0.2094591071386153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084200632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97918636,0.00012442034,0.020082848,0.00015880846,0.00017754688,0.00007360862,0.0000054127604,0.000097294665,0.00009370226],"genre_scores_gemma":[0.976587,0.0000056446916,0.022571165,0.00062427745,0.00018723919,2.0402113e-7,0.000018962843,0.000004170918,0.000001343166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868363,0.00013234477,0.00042111037,0.0001337012,0.00025555672,0.00037367074],"domain_scores_gemma":[0.9992095,0.00017032084,0.00029262577,0.000104578605,0.000075758115,0.00014722042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010803508,0.0001255947,0.00023338155,0.00029687604,0.00014788841,0.000036951766,0.00019939168,0.00015935305,0.00017456272],"category_scores_gemma":[0.00033317512,0.000099981735,0.00006533814,0.0006863499,0.00010363183,0.00033922863,0.000021318507,0.00070545415,0.000003542034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027621341,0.00007591129,0.8645903,0.000012158419,0.000009205812,0.000033343294,0.00012353777,0.006177876,0.08538304,0.0000027111632,0.00012210166,0.043442227],"study_design_scores_gemma":[0.00024022654,0.0001345866,0.8775581,0.00023548931,0.000012440179,0.00058085157,0.000039175247,0.11621785,0.004320556,0.0001462074,0.00033928565,0.00017519976],"about_ca_topic_score_codex":0.00033517563,"about_ca_topic_score_gemma":2.9360612e-7,"teacher_disagreement_score":0.11003998,"about_ca_system_score_codex":0.000011237061,"about_ca_system_score_gemma":0.000036753532,"threshold_uncertainty_score":0.40771368},"labels":[],"label_agreement":null},{"id":"W2084332456","doi":"10.1190/1.3059279","title":"An iterative multilevel method for computing wavefields in frequency‐domain seismic inversion","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"BG Group","keywords":"Multigrid method; Computer science; Solver; Algorithm; Iterative method; Frequency domain; Inversion (geology); Computational science; Geology; Seismology; Mathematics; Mathematical analysis; Partial differential equation","score_opus":0.03003019425781816,"score_gpt":0.2783168125432187,"score_spread":0.24828661828540055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084332456","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4477788,0.000033714965,0.54406744,0.00054561364,0.00014370105,0.00023635343,0.000023595701,0.00014401293,0.007026768],"genre_scores_gemma":[0.5768818,0.00000710351,0.41927698,0.003661128,0.00003189346,7.0431923e-7,0.00005670911,0.0000022990698,0.00008134259],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989706,0.00013450808,0.00021115782,0.00029199896,0.00012598635,0.00026573442],"domain_scores_gemma":[0.99942327,0.00024943773,0.00005239655,0.00014880253,0.000041666503,0.00008440407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004660154,0.00012601192,0.00016692355,0.00016259695,0.00021569166,0.000022454635,0.00018706749,0.00009196776,0.00033309066],"category_scores_gemma":[0.000033639084,0.00010464131,0.00005046733,0.00013886839,0.00005654588,0.00032328157,0.000008010914,0.00014916089,0.000027424514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017771784,0.00017158569,0.42333922,0.00007142724,0.0000324554,0.00011282452,0.01863208,0.0050038453,0.0027867877,0.0015894843,0.04840078,0.4996818],"study_design_scores_gemma":[0.00043631933,0.000186667,0.011634654,0.000020356878,0.0000021501885,0.000024958003,0.0007790241,0.9723773,0.0033542388,0.009381094,0.0016192266,0.000184002],"about_ca_topic_score_codex":0.015631115,"about_ca_topic_score_gemma":0.00016445074,"teacher_disagreement_score":0.9673735,"about_ca_system_score_codex":0.000009677311,"about_ca_system_score_gemma":0.000043234166,"threshold_uncertainty_score":0.9909239},"labels":[],"label_agreement":null},{"id":"W2084599936","doi":"10.1190/int-2014-0064.1","title":"Multifocusing 3D diffraction imaging for detection of fractured zones in mudstone reservoirs: Case history","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"Shell Canada","keywords":"Diffraction; Geology; Specular reflection; Amplitude; Drilling; Seismology; Wavelength; Geophysical imaging; Scattering; Mineralogy; Optics; Materials science; Physics","score_opus":0.011235532892243662,"score_gpt":0.234284598775168,"score_spread":0.22304906588292434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084599936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60157573,0.00030674448,0.39660606,0.00013145368,0.00057617534,0.00017609388,0.0000056431963,0.000071213624,0.0005508588],"genre_scores_gemma":[0.99263847,0.0000054076077,0.0069668326,0.0002790845,0.000043966185,0.0000037591851,0.000027553742,0.0000041216203,0.000030794763],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932694,0.00008460565,0.00022456098,0.00016064818,0.00009139919,0.00011184489],"domain_scores_gemma":[0.99941736,0.00023763026,0.00015268571,0.000102040045,0.000066901484,0.00002337289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038056134,0.000076232034,0.00010965584,0.00022861817,0.000048199392,0.000012745679,0.000053289885,0.000042623575,0.00006747691],"category_scores_gemma":[0.00025939965,0.00007347678,0.000040811192,0.00006968804,0.000043067725,0.000411391,0.0000036012616,0.0000910606,0.0000053344393],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021477223,0.00001814871,0.009040504,0.00005833888,0.000004994683,0.000007708784,0.0027323777,0.0018027299,0.007739769,0.0000041449707,0.0003454032,0.9780311],"study_design_scores_gemma":[0.00026197708,0.00007033433,0.007921599,0.00007505046,0.000010221812,0.00004820461,0.00030587974,0.97135407,0.013142681,0.0004971163,0.006220172,0.0000926913],"about_ca_topic_score_codex":0.014825643,"about_ca_topic_score_gemma":0.0010569139,"teacher_disagreement_score":0.9779384,"about_ca_system_score_codex":0.00004536547,"about_ca_system_score_gemma":0.00001308407,"threshold_uncertainty_score":0.99173474},"labels":[],"label_agreement":null},{"id":"W2085579416","doi":"10.1680/geot.14.p.174","title":"Laboratory-scale hydraulic pulse testing: influence of air fraction in cavity on estimation of permeability","year":2015,"lang":"en","type":"article","venue":"Géotechnique","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Permeability (electromagnetism); Porosity; Geotechnical engineering; Hydraulics; Mechanics; Porous medium; Transient (computer programming); Materials science; Environmental science; Geology; Engineering; Chemistry; Physics","score_opus":0.019145975950599213,"score_gpt":0.24608714142466256,"score_spread":0.22694116547406334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085579416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366987,0.000012157251,0.0030065053,0.00023390772,0.000030970343,0.0002160137,0.00002625874,0.00013422924,0.0026700879],"genre_scores_gemma":[0.98837996,0.0000038129604,0.011249859,0.00033066917,0.000008869112,0.0000036818703,0.000015859992,0.0000027473843,0.0000045281668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990347,0.00012547441,0.00028389596,0.0001891967,0.0002351262,0.0001316033],"domain_scores_gemma":[0.9992356,0.0001306203,0.00017056055,0.0002589351,0.00013979692,0.000064526415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009217597,0.000096252996,0.00018125479,0.00017182723,0.00002713028,0.000005035859,0.00014567263,0.000115491246,0.000024031699],"category_scores_gemma":[0.00061910576,0.00008942734,0.000023935117,0.0005179188,0.00013840497,0.00026889224,0.000010137248,0.00020949384,0.000010558665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017903524,0.00018249825,0.84852785,0.00011765893,0.0000036558222,0.0000052103674,0.0004373065,0.07453304,0.0052870326,0.0000765392,0.0013968373,0.06925331],"study_design_scores_gemma":[0.00020212145,0.0006265649,0.65477407,0.00016888852,0.00000573537,0.0000049260957,0.000090044625,0.08639631,0.24638656,0.010723183,0.0004438266,0.00017779629],"about_ca_topic_score_codex":0.015604574,"about_ca_topic_score_gemma":0.000098993696,"teacher_disagreement_score":0.24109952,"about_ca_system_score_codex":0.000036228957,"about_ca_system_score_gemma":0.00011464587,"threshold_uncertainty_score":0.9909506},"labels":[],"label_agreement":null},{"id":"W2085919517","doi":"10.1155/2014/737694","title":"Fractal‐Based Methods and Inverse Problems for Differential Equations: Current State of the Art","year":2014,"lang":"en","type":"article","venue":"Mathematical Problems in Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Current (fluid); Fractal; Mathematics; Inverse; Partial differential equation; Domain (mathematical analysis); Inverse problem; String (physics); State (computer science); Ordinary differential equation; Applied mathematics; Mathematical analysis; Differential equation; Algorithm; Physics; Geometry","score_opus":0.024091957199946713,"score_gpt":0.26425868500496574,"score_spread":0.24016672780501902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085919517","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008472053,0.00006945595,0.9906354,0.00012103077,0.000116541654,0.00037974928,0.000008004062,0.000047083184,0.00015071318],"genre_scores_gemma":[0.92735595,0.000009062523,0.07249275,0.00005692483,0.00001583775,0.000020654767,0.0000089335235,0.0000063984444,0.000033506443],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927884,0.000047781476,0.00026607566,0.00012819894,0.00011676174,0.00016236615],"domain_scores_gemma":[0.99915797,0.0005832487,0.00006310964,0.00013632045,0.000019221727,0.000040138442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057230983,0.00009725636,0.00016341692,0.00007863372,0.000032874865,0.000021593843,0.0001229999,0.000024797338,0.000040844927],"category_scores_gemma":[0.00040816213,0.000065484965,0.000038229962,0.00010994821,0.000052573087,0.0000735401,0.000015784817,0.00012752751,0.0000036067765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011694095,0.00014033657,0.003144358,0.0046456363,0.000025755851,1.3982942e-7,0.0009585946,0.45241764,0.0036106638,0.0028186305,0.0008053941,0.5314211],"study_design_scores_gemma":[0.00017238254,0.000035426663,0.00031738565,0.00029696175,0.000007842118,5.224811e-7,0.0000029597238,0.96730214,0.0019441087,0.027931027,0.001905638,0.00008357203],"about_ca_topic_score_codex":0.000020201474,"about_ca_topic_score_gemma":0.000005170663,"teacher_disagreement_score":0.91888386,"about_ca_system_score_codex":0.000004413912,"about_ca_system_score_gemma":0.000010315053,"threshold_uncertainty_score":0.26703992},"labels":[],"label_agreement":null},{"id":"W2086086228","doi":"10.1190/1.3059307","title":"Interpolating solutions of the helmholtz equation with compressed sensing","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"BG Group","keywords":"Helmholtz equation; Compressed sensing; Computer science; Helmholtz free energy; Mathematics; Mathematical analysis; Physics; Algorithm","score_opus":0.04434306947285397,"score_gpt":0.20012546338849604,"score_spread":0.15578239391564208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086086228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7602405,0.000071741495,0.17775619,0.001188579,0.00015702151,0.00014921903,0.00000829965,0.00015712775,0.06027133],"genre_scores_gemma":[0.9887478,0.0000026799833,0.010470171,0.0005227495,0.000011326942,3.8083755e-8,0.000004603517,9.0216474e-7,0.0002397394],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999628,0.00003212184,0.000082391634,0.000062295934,0.00011041323,0.000084788015],"domain_scores_gemma":[0.9997543,0.000053803604,0.00004903549,0.00009666194,0.00003101405,0.000015150767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008282359,0.000037779795,0.000049246195,0.000026018159,0.00020624574,0.0000061038813,0.00006835771,0.000013297708,0.00016141767],"category_scores_gemma":[0.000016859429,0.000020742395,0.000019901161,0.00011133739,0.00012126606,0.0000866558,0.000007192076,0.00005338255,0.000008377323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006906487,0.000038000995,0.81420344,0.000034709556,0.000046284076,0.0000073541646,0.0037474628,0.007950244,0.0051340903,0.00060996076,0.027607633,0.14055173],"study_design_scores_gemma":[0.00012558824,0.0000524016,0.04855265,0.00005453651,0.0000063600064,0.000051706436,0.00035176802,0.9307931,0.018533386,0.00030420354,0.0010956498,0.000078667086],"about_ca_topic_score_codex":0.0057733855,"about_ca_topic_score_gemma":0.000079420955,"teacher_disagreement_score":0.92284286,"about_ca_system_score_codex":0.0000015573002,"about_ca_system_score_gemma":0.000021901295,"threshold_uncertainty_score":0.87276703},"labels":[],"label_agreement":null},{"id":"W2087031184","doi":"10.1190/1.2715053","title":"Practical aspects of AVO modeling","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Computer science","score_opus":0.05283014330014057,"score_gpt":0.2941961853533365,"score_spread":0.24136604205319595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087031184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47440422,0.00028667392,0.10899852,0.0041186106,0.00059740146,0.00012785605,0.000004045723,0.00021895174,0.41124374],"genre_scores_gemma":[0.9961691,0.000013360199,0.002544025,0.00087268883,0.00009851723,6.0948196e-8,0.000002751969,0.0000019214433,0.00029760087],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994718,0.00002706466,0.000116964846,0.000085035754,0.00013060168,0.00016857318],"domain_scores_gemma":[0.9995544,0.00021375678,0.00003975151,0.00013393413,0.000022309549,0.00003584243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088100974,0.00005054848,0.00007602784,0.000046988447,0.00008455798,0.000013031419,0.00012859795,0.000029366027,0.00017241221],"category_scores_gemma":[0.000097279,0.000032354736,0.000030512063,0.00010921223,0.00006692174,0.00009517692,0.000007161697,0.00014233569,0.00022709016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003534096,0.000133092,0.06534117,0.00013230035,0.00011765758,0.000133041,0.0067612194,0.01031093,0.0048541897,0.03425699,0.2630165,0.6145895],"study_design_scores_gemma":[0.00021332137,0.0001427777,0.002607983,0.0000769374,0.00003341781,0.00010404755,0.0008663049,0.8792075,0.058066394,0.020277008,0.038149018,0.000255269],"about_ca_topic_score_codex":0.0006835084,"about_ca_topic_score_gemma":0.000023934439,"teacher_disagreement_score":0.8688966,"about_ca_system_score_codex":0.000002899453,"about_ca_system_score_gemma":0.000021662241,"threshold_uncertainty_score":0.29188603},"labels":[],"label_agreement":null},{"id":"W2087286261","doi":"10.1190/1.1851079","title":"Geometrical‐spreading correction for P‐waves in layered azimuthally anisotropic media","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Azimuth; Transverse isotropy; Anisotropy; Reflection (computer programming); Geology; Isotropy; Amplitude; Geometry; Optics; Offset (computer science); Normal moveout; Physics; Computational physics; Computer science; Mathematics","score_opus":0.01958693637147928,"score_gpt":0.2297633978964773,"score_spread":0.210176461524998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087286261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8524843,0.00042704464,0.10361545,0.0020820142,0.002682027,0.0005647071,0.00003615915,0.000631713,0.037476595],"genre_scores_gemma":[0.9882086,0.000049341073,0.01040002,0.0008667874,0.0000652852,0.0000017870935,0.000043196153,0.0000026735574,0.00036232293],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99930936,0.000015473688,0.00015130716,0.00018376025,0.0001215802,0.00021853649],"domain_scores_gemma":[0.9995916,0.00020247302,0.000033737102,0.00008628078,0.000025132942,0.00006078739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017440593,0.000081253354,0.00011350936,0.0002981366,0.00007044055,0.000035551402,0.00011253148,0.000056895366,0.00043323683],"category_scores_gemma":[0.00019012878,0.00006733183,0.000040231163,0.00040225868,0.000030837906,0.00018934089,0.0000048703055,0.000081489576,0.00007464166],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119404685,0.00008733321,0.31174836,0.000032627246,0.000017148695,0.000018693689,0.0009623248,0.0068420027,0.00035742036,0.0009618241,0.028622972,0.6502299],"study_design_scores_gemma":[0.004517435,0.00119339,0.6036779,0.00019335198,0.0000306472,0.000081012746,0.0026972145,0.22091016,0.052485496,0.057925273,0.05513727,0.0011508202],"about_ca_topic_score_codex":0.008472999,"about_ca_topic_score_gemma":0.0006153216,"teacher_disagreement_score":0.6490791,"about_ca_system_score_codex":0.00001554323,"about_ca_system_score_gemma":0.000033637847,"threshold_uncertainty_score":0.99812967},"labels":[],"label_agreement":null},{"id":"W2087525089","doi":"10.1190/1.1816795","title":"Practical, accurate, full‐azimuth 3‐D prestack finite difference depth migration","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Prestack; Azimuth; Geology; Computer science; Finite difference method; Algorithm; Seismology; Geometry; Mathematics; Mathematical analysis","score_opus":0.04854251948048217,"score_gpt":0.2810264503629523,"score_spread":0.23248393088247016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087525089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66091186,0.00015897286,0.11942136,0.011743321,0.0004907451,0.0003795767,0.000027464965,0.0009696849,0.205897],"genre_scores_gemma":[0.9820367,0.000370739,0.0094056,0.00304931,0.00006443574,0.0000012589742,0.00008473368,0.0000027987437,0.004984403],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909055,0.00006462321,0.00016541086,0.00023320393,0.00020251492,0.00024368701],"domain_scores_gemma":[0.9993311,0.00025392533,0.00006274181,0.0001991771,0.000046200643,0.000106815816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015329469,0.00011732874,0.00010206933,0.00006802106,0.00013306888,0.00012102365,0.00013930257,0.000060192393,0.003797015],"category_scores_gemma":[0.0001617706,0.000085948996,0.000035922425,0.00019581993,0.000065368964,0.0004213835,0.000009650553,0.00013980095,0.0007469484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014690004,0.000077016986,0.5429102,0.000015869718,0.000018625171,0.000061409024,0.00024794354,0.00036661897,0.00020288043,0.00030914295,0.2752492,0.18039417],"study_design_scores_gemma":[0.0003270205,0.00042680686,0.17568468,0.000033277738,0.000023520417,0.00012267551,0.00047847733,0.48193336,0.0028837908,0.0020432023,0.33556876,0.00047444607],"about_ca_topic_score_codex":0.004199078,"about_ca_topic_score_gemma":0.0010615216,"teacher_disagreement_score":0.48156673,"about_ca_system_score_codex":0.000003222334,"about_ca_system_score_gemma":0.000046303892,"threshold_uncertainty_score":0.99711365},"labels":[],"label_agreement":null},{"id":"W2087648197","doi":"10.1190/1.1816337","title":"The suppression of water‐column multiples by wavefield separation and cross‐correlation","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiple; Cross-correlation; Separation (statistics); Geology; Correlation; Column (typography); Computer science; Statistics; Mathematics; Geometry; Telecommunications; Arithmetic","score_opus":0.009599315578129668,"score_gpt":0.2388799158272434,"score_spread":0.22928060024911373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087648197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806348,0.0003145383,0.0032295466,0.0010187657,0.00016128921,0.00010640173,0.000007232626,0.000061016483,0.014466409],"genre_scores_gemma":[0.9956284,0.00029547495,0.00034626338,0.00022303994,0.00001382703,4.0934492e-7,0.00005708776,9.403891e-7,0.0034345388],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956995,0.00002920563,0.00011716505,0.00008841235,0.0000958602,0.000099417855],"domain_scores_gemma":[0.9997445,0.00009932166,0.00002939588,0.00007847878,0.000023390596,0.000024945375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018841066,0.000045722256,0.000046961795,0.000017418268,0.0002079628,0.000051514173,0.00005993775,0.000039419127,0.0004183156],"category_scores_gemma":[0.000019898425,0.000023422335,0.000014646561,0.00003159287,0.00007622975,0.00018335033,0.0000066471644,0.0000465508,0.000019877118],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009676774,0.000011676843,0.73991704,0.000008220587,0.0000066808043,7.9955964e-7,0.0004434344,0.00021573975,0.006260181,0.000052252824,0.07365018,0.17933702],"study_design_scores_gemma":[0.00034523327,0.00015327956,0.070891865,0.000019525336,0.000007854065,0.000014916499,0.00036558445,0.48921055,0.2334562,0.0012906351,0.20408604,0.0001583375],"about_ca_topic_score_codex":0.002991257,"about_ca_topic_score_gemma":0.00006524697,"teacher_disagreement_score":0.6690252,"about_ca_system_score_codex":8.462963e-7,"about_ca_system_score_gemma":0.0000035085986,"threshold_uncertainty_score":0.45802626},"labels":[],"label_agreement":null},{"id":"W2087934686","doi":"10.1190/1.1817798","title":"Crosshole waveform tomography velocity and attenuation images of arctic gas hydrates","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Geology; Attenuation; Tomography; Waveform; Arctic; Seismology; Oceanography; Computer science; Optics; Physics; Telecommunications; Radar","score_opus":0.009275275260492257,"score_gpt":0.20483474388936754,"score_spread":0.19555946862887527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087934686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96386683,0.00035935742,0.0006414791,0.00033119082,0.00006810495,0.00007553048,0.000011987574,0.00006571831,0.034579806],"genre_scores_gemma":[0.9949489,0.00007953764,0.004224043,0.0004610421,0.000006676737,2.9266545e-7,0.000013898675,0.0000012132059,0.0002643549],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99953324,0.000025853411,0.00011103528,0.00011548531,0.00009977798,0.00011461545],"domain_scores_gemma":[0.9997478,0.000045974994,0.000041413965,0.000082264305,0.0000415106,0.00004103388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022681283,0.00006252254,0.000081914,0.00007308931,0.000078302306,0.000028409948,0.000047821148,0.000027007105,0.0007157549],"category_scores_gemma":[0.0000393525,0.000046759622,0.00002715943,0.0001362522,0.00013875526,0.00018621174,0.0000031263708,0.000047221783,0.000015346011],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008839327,0.000014158895,0.9167716,0.000034376175,0.000010163208,0.0000011843707,0.00016741625,0.000014274283,0.00049145304,0.00024783704,0.004125093,0.07811364],"study_design_scores_gemma":[0.0004372937,0.0002706968,0.6123127,0.000049161416,0.000025082558,0.00003511028,0.0008024756,0.013555332,0.33424768,0.025043683,0.012878147,0.0003426356],"about_ca_topic_score_codex":0.0031424577,"about_ca_topic_score_gemma":0.00002866691,"teacher_disagreement_score":0.33375624,"about_ca_system_score_codex":0.0000012784225,"about_ca_system_score_gemma":0.000011624433,"threshold_uncertainty_score":0.7837015},"labels":[],"label_agreement":null},{"id":"W2087987333","doi":"10.3997/2214-4609.20130031","title":"Differential Compaction and Its Seismic Attribute Expression","year":2013,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compaction; Overburden; Geology; Lithology; Differential (mechanical device); Sedimentary rock; Porosity; Petrology; Mining engineering; Geotechnical engineering; Paleontology; Engineering","score_opus":0.014733614274844473,"score_gpt":0.20434155360408415,"score_spread":0.1896079393292397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087987333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99497575,0.0001032855,0.00019242433,0.0008091409,0.00011926035,0.00013257595,0.0000068296235,0.00017333473,0.003487432],"genre_scores_gemma":[0.9985082,0.00006546618,0.00023342684,0.0005630337,0.00007418915,0.0000019883305,0.000014115307,0.000002395344,0.00053715915],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994574,0.0000041306303,0.000088970286,0.00016145364,0.00012260705,0.00016543314],"domain_scores_gemma":[0.99976903,0.000012849278,0.000044496643,0.000026845812,0.000058267775,0.00008851536],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047238278,0.00008428,0.00008541338,0.00005982122,0.00013348027,0.00011159922,0.000075327305,0.000045235498,0.0018173154],"category_scores_gemma":[0.000016319036,0.000064911765,0.000017883143,0.00006786454,0.000026520544,0.0005560847,0.000012249491,0.000100227335,0.0002539772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003854369,0.000033872646,0.45226595,0.00017162562,0.000016506763,0.000001272433,0.000939688,0.000008431858,0.07245082,0.0000808347,0.30277905,0.17121342],"study_design_scores_gemma":[0.00047008228,0.00017354926,0.30649766,0.00011713387,0.000016002612,0.000053217642,0.0005710498,0.39413708,0.24818668,0.0022314335,0.047133278,0.00041281653],"about_ca_topic_score_codex":0.00065174385,"about_ca_topic_score_gemma":3.6785985e-7,"teacher_disagreement_score":0.39412868,"about_ca_system_score_codex":0.0000027993415,"about_ca_system_score_gemma":0.0000041946137,"threshold_uncertainty_score":0.99909514},"labels":[],"label_agreement":null},{"id":"W2088053094","doi":"10.3997/2214-4609.20148453","title":"Estimation of Interval Velocity and Attenuation Anisotropy from Reflection Data at the Coronation Field","year":2012,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attenuation; Anisotropy; Geology; Azimuth; Reflection (computer programming); Attenuation coefficient; Economic geology; Gemology; Mineralogy; Geodesy; Seismology; Optics; Engineering geology; Hydrogeology; Physics; Geotechnical engineering","score_opus":0.04409293727763002,"score_gpt":0.27621183056517173,"score_spread":0.2321188932875417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088053094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99374866,0.00020297294,0.0030920224,0.0011848994,0.00013225182,0.00007462621,0.000023628974,0.000038389608,0.0015025241],"genre_scores_gemma":[0.9960085,0.000044772572,0.0032410873,0.0004153925,0.000063141364,4.9443935e-7,0.00017556138,0.0000011806089,0.000049841667],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996163,0.000007624138,0.000092232876,0.000098166885,0.00011377606,0.00007184536],"domain_scores_gemma":[0.99974436,0.000057278026,0.000083154235,0.000063361804,0.00003081044,0.000021035548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029783082,0.000042247964,0.000048009297,0.000023797751,0.00009950153,0.000021522841,0.00009750501,0.000030600895,0.00019746122],"category_scores_gemma":[0.00011902316,0.000030178036,0.000007479813,0.000061972896,0.000035521396,0.00063417054,0.000030481255,0.00005124111,0.000014114633],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044316956,0.0000073302817,0.33855075,0.000014857802,0.0000071044224,2.1103924e-8,0.0009966752,0.0000044978533,0.00089008984,0.00007153275,0.022802861,0.63661],"study_design_scores_gemma":[0.00016137608,0.00010859323,0.41458583,0.00003730694,0.000035865058,0.000008138724,0.00043891833,0.52152586,0.050657555,0.0022362752,0.010093254,0.000111028785],"about_ca_topic_score_codex":0.0026638922,"about_ca_topic_score_gemma":0.00002281443,"teacher_disagreement_score":0.6364989,"about_ca_system_score_codex":0.000006118897,"about_ca_system_score_gemma":0.0000043591253,"threshold_uncertainty_score":0.40270257},"labels":[],"label_agreement":null},{"id":"W2089147225","doi":"10.1190/1.2896622","title":"Spectral decomposition of seismic data with CWPT","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary General Hospital","funders":"","keywords":"Decomposition; Geology; Computer science; Seismology; Chemistry","score_opus":0.038286728617028795,"score_gpt":0.255100255239627,"score_spread":0.21681352662259817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089147225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97355944,0.00020394954,0.0033077067,0.0012760379,0.00013456891,0.0000816386,0.000035761295,0.00010749125,0.021293402],"genre_scores_gemma":[0.99654603,0.000049660037,0.0019002451,0.00073398725,0.00007049961,1.251978e-7,0.0000820812,0.0000022078784,0.00061514135],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952817,0.000033702516,0.00008098457,0.00012113446,0.00011196511,0.0001240568],"domain_scores_gemma":[0.9995207,0.00006304286,0.000045351764,0.00033387585,0.000012408992,0.000024573204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017694499,0.000057563895,0.000083214785,0.000036721813,0.00013503939,0.00000871794,0.00037671285,0.000013915045,0.00013024644],"category_scores_gemma":[0.0000074532795,0.000033859713,0.0000143765255,0.00010808131,0.00015990947,0.0001617219,0.0000136206045,0.00009220792,0.00014841266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022660382,0.00005847381,0.32985112,0.000049518934,0.000077661156,0.00006747529,0.0029707411,0.002273648,0.0013598301,0.0001776317,0.51835793,0.14452934],"study_design_scores_gemma":[0.00086385827,0.00062284264,0.17301692,0.00022055522,0.00009546991,0.0013425379,0.00044924507,0.59643275,0.06454281,0.0022244095,0.15955454,0.000634074],"about_ca_topic_score_codex":0.0014011846,"about_ca_topic_score_gemma":0.000024341143,"teacher_disagreement_score":0.5941591,"about_ca_system_score_codex":0.0000023051996,"about_ca_system_score_gemma":0.00002379337,"threshold_uncertainty_score":0.21181813},"labels":[],"label_agreement":null},{"id":"W2089509611","doi":"10.1016/j.jappgeo.2011.12.002","title":"Application of conditional simulation of heterogeneous rock properties to seismic scattering and attenuation analysis in gas hydrate reservoirs","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; University of Toronto","funders":"","keywords":"Attenuation; Geology; Seismology; Petroleum engineering; Clathrate hydrate; Scattering; Hydrate; Geotechnical engineering; Mineralogy; Petrology; Physics; Optics","score_opus":0.020386474571167313,"score_gpt":0.2147151514854679,"score_spread":0.19432867691430059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089509611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97194004,0.000023266102,0.027707925,0.00004601533,0.000013372232,0.000095104784,0.000009291727,0.000004573455,0.0001603918],"genre_scores_gemma":[0.9986246,0.000011010253,0.0012063627,0.00011555814,0.000021204854,8.2176086e-7,0.00001586022,0.0000021351498,0.0000024098863],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928087,0.00001977763,0.00034886424,0.00008856374,0.00018637127,0.000075533506],"domain_scores_gemma":[0.9993946,0.000032314394,0.00034585263,0.00008071546,0.000110831315,0.000035672565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002112259,0.00006446685,0.0001948297,0.00026906127,0.000025546753,0.0000068540235,0.00008947816,0.000030207844,0.000017385379],"category_scores_gemma":[0.000007000258,0.000055177436,0.00004573097,0.0003374115,0.000031641608,0.00013211276,0.00000917665,0.000069088375,0.0000034342959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018275721,0.0000268996,0.018951776,0.000029382714,0.00005364242,6.403446e-7,0.0011333843,0.9571406,0.007161392,0.000016052589,0.00001116973,0.0152923055],"study_design_scores_gemma":[0.00018203509,0.00014235987,0.05673297,0.000027931414,0.0000804151,0.0000023757384,0.0002501553,0.884175,0.05252372,0.005771133,0.000029670658,0.000082217506],"about_ca_topic_score_codex":0.0006400647,"about_ca_topic_score_gemma":0.000017350234,"teacher_disagreement_score":0.072965585,"about_ca_system_score_codex":0.000006087434,"about_ca_system_score_gemma":0.000017707594,"threshold_uncertainty_score":0.22500706},"labels":[],"label_agreement":null},{"id":"W2089713447","doi":"10.1190/1.1816787","title":"Comparing finite‐difference and Kirchhoff prestack depth migration","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Richmond Hospital","funders":"","keywords":"Prestack; Geology; Seismic migration; Computer science; Geodesy; Seismology","score_opus":0.0378742102580632,"score_gpt":0.22809386249374466,"score_spread":0.19021965223568146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089713447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9293609,0.00017588887,0.005442466,0.0005826664,0.000060526378,0.000058391808,0.0000016299626,0.00015717695,0.06416034],"genre_scores_gemma":[0.99480337,0.00021426355,0.0020465024,0.0010120259,0.000023613968,3.040057e-7,0.000024755882,0.0000010892218,0.0018741026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954575,0.000022889844,0.000083651,0.00013254752,0.00008821755,0.0001269592],"domain_scores_gemma":[0.9997499,0.00007378671,0.000021633612,0.00008298265,0.000013505486,0.00005819325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008439776,0.000062828585,0.00007032117,0.00004647748,0.00008506638,0.000057688234,0.00007326134,0.00002492408,0.0005357841],"category_scores_gemma":[0.000022156493,0.000048594193,0.000012300335,0.00007507296,0.00004518434,0.00013595352,0.0000069428906,0.00006117072,0.00007215942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064918695,0.0000031913985,0.91868144,0.0000029547223,0.0000015022358,0.0000021216879,0.00007113372,0.000062980536,0.000019780491,0.000033902306,0.0036811382,0.077433355],"study_design_scores_gemma":[0.00008263843,0.000041427484,0.64071715,0.000010595897,0.0000030981805,0.000013871358,0.00008566652,0.33313987,0.00051662314,0.00072538544,0.024575857,0.000087787856],"about_ca_topic_score_codex":0.008787949,"about_ca_topic_score_gemma":0.0013693367,"teacher_disagreement_score":0.3330769,"about_ca_system_score_codex":0.0000012148707,"about_ca_system_score_gemma":0.0000079068595,"threshold_uncertainty_score":0.9978126},"labels":[],"label_agreement":null},{"id":"W2089798161","doi":"10.1190/1.2821938","title":"Automatic compensation of AVO background drift","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Compensation (psychology); Econometrics; Psychology; Economics; Social psychology","score_opus":0.031288825475049804,"score_gpt":0.2599499285483225,"score_spread":0.2286611030732727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089798161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9504128,0.0001207929,0.0026236407,0.00052365864,0.0003038625,0.000077504556,0.0000026455698,0.00012259996,0.04581246],"genre_scores_gemma":[0.99740183,0.0000063999787,0.0011409009,0.00077699526,0.000060876046,9.2560896e-8,0.000009904959,0.0000018266551,0.00060118485],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999491,0.000035060428,0.00013916886,0.00007273264,0.0001234597,0.00013860651],"domain_scores_gemma":[0.9995141,0.0002336018,0.0000672621,0.00013989393,0.000019061514,0.000026099518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081401225,0.00005288189,0.000084030304,0.000056724057,0.000095066214,0.000016698443,0.00016619604,0.000026075119,0.0005266315],"category_scores_gemma":[0.000022348017,0.00003477098,0.000029143965,0.00012904794,0.000099013254,0.00008662798,0.0000054503253,0.0000828121,0.00039392666],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024028077,0.00002250942,0.09606935,0.00006514677,0.00002568599,0.000005605012,0.002669342,0.00013140307,0.0010649326,0.0017234408,0.08251206,0.8156865],"study_design_scores_gemma":[0.00055721885,0.0002810677,0.46863222,0.0002371816,0.00006375992,0.000070784336,0.002478571,0.28866115,0.060442407,0.009948364,0.16812892,0.0004983512],"about_ca_topic_score_codex":0.0007326972,"about_ca_topic_score_gemma":0.0000378482,"teacher_disagreement_score":0.81518817,"about_ca_system_score_codex":0.0000036912993,"about_ca_system_score_gemma":0.0000108113345,"threshold_uncertainty_score":0.5766246},"labels":[],"label_agreement":null},{"id":"W2089843814","doi":"10.1190/geo2012-0401.1","title":"Anisotropic frequency-dependent spreading of seismic waves from first-arrival vertical seismic profile data analysis","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Amplitude; Attenuation; Anelastic attenuation factor; Seismic wave; Scattering; Physics; Wavefront; Anisotropy; Geology; Inversion (geology); Mathematical analysis; Computational physics; Optics; Geodesy; Geophysics; Seismology; Mathematics","score_opus":0.018047755028769562,"score_gpt":0.21815562092138038,"score_spread":0.20010786589261081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089843814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866343,0.00018147398,0.009488428,0.00044311932,0.00023281042,0.00021011545,0.00074667425,0.0001407897,0.0019222837],"genre_scores_gemma":[0.9917313,0.000054788998,0.005882033,0.0005986432,0.00013411009,0.0000022840688,0.0014253841,0.0000070966057,0.00016438127],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983394,0.00007009739,0.00033301348,0.00051151164,0.00038638772,0.0003596016],"domain_scores_gemma":[0.99856883,0.00016239243,0.000099749595,0.0009714213,0.00006760122,0.00012997424],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012122921,0.00019690514,0.00036511268,0.00012640469,0.00014064432,0.000077194854,0.0008180601,0.00007125732,0.0029661802],"category_scores_gemma":[0.000042153206,0.00017015247,0.00011732984,0.00043991674,0.00014548861,0.0006386799,0.00010504872,0.00019346195,0.0008919304],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003989511,0.00019275662,0.84091115,0.00010508957,0.0012936381,0.00003069329,0.0009818149,0.0049198917,0.0028900832,0.00020427426,0.030660357,0.11777035],"study_design_scores_gemma":[0.00020185811,0.00007294385,0.18160768,0.000029153882,0.00034586233,0.0000017083107,0.000203553,0.79919887,0.00535227,0.011871762,0.0008283098,0.0002860262],"about_ca_topic_score_codex":0.112042956,"about_ca_topic_score_gemma":0.00016675555,"teacher_disagreement_score":0.794279,"about_ca_system_score_codex":0.000010672993,"about_ca_system_score_gemma":0.000058147412,"threshold_uncertainty_score":0.999886},"labels":[],"label_agreement":null},{"id":"W2090132406","doi":"10.1016/j.egypro.2011.02.281","title":"Leakage detection and characterization through pressure monitoring","year":2011,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aquifer; Leakage (economics); Leak; Plume; Petroleum engineering; Leak detection; Transmissibility (structural dynamics); Geology; Environmental science; Geotechnical engineering; Acoustics; Groundwater; Environmental engineering; Vibration","score_opus":0.01890621077914428,"score_gpt":0.18919617046083612,"score_spread":0.17028995968169183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090132406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95758975,0.00077963446,0.012516598,0.00007280517,0.0008931589,0.00008025987,0.000012463209,0.00048187922,0.027573476],"genre_scores_gemma":[0.9978233,0.00023800138,0.0009995407,0.00018908757,0.00014451746,0.000001429487,0.000015754114,0.0000027473036,0.00058561814],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99960726,0.000013835212,0.00006808755,0.0001354207,0.00007081931,0.00010460195],"domain_scores_gemma":[0.9998462,0.000007779085,0.00003613586,0.000060193805,0.000018212668,0.00003148182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004738817,0.00006365822,0.00005307735,0.000023956998,0.00009020381,0.000019815565,0.00005364036,0.000045010405,0.00016246305],"category_scores_gemma":[0.000009399077,0.000055672757,0.000010944061,0.000070047725,0.000028402415,0.00036288236,0.000005875227,0.000048847884,0.000009741267],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046215442,0.000015033552,0.24831577,0.000040396648,0.00002051906,0.0000050674225,0.0024050167,0.0000052005084,0.0094488235,0.00024267049,0.00025523227,0.73920006],"study_design_scores_gemma":[0.0001471186,0.00012942884,0.44341645,0.000032116197,0.000022120135,0.000023289238,0.00016328682,0.008591118,0.4374862,0.0017173229,0.108033955,0.0002375866],"about_ca_topic_score_codex":0.0020086342,"about_ca_topic_score_gemma":0.000011561068,"teacher_disagreement_score":0.7389625,"about_ca_system_score_codex":9.793628e-7,"about_ca_system_score_gemma":0.0000063505186,"threshold_uncertainty_score":0.30364674},"labels":[],"label_agreement":null},{"id":"W2090134986","doi":"10.4043/16931-ms","title":"Interpreting 4D Seismic Response to Changes in Effective Pressure with Rock Physics Modeling","year":2004,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"Core Research for Evolutional Science and Technology; ConocoPhillips","keywords":"Amplitude versus offset; Amplitude; Geology; Seismic inversion; Shear (geology); Seismology; Water injection (oil production); Gemology; Asymmetry; Petroleum engineering; Mechanics; Engineering geology; Petrology; Physics; Volcanism; Optics","score_opus":0.009977126313242927,"score_gpt":0.21976178368288116,"score_spread":0.20978465736963822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090134986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8186359,0.00014598752,0.1711542,0.008463583,0.000059694983,0.00042288055,0.000015973264,0.0004966678,0.0006051413],"genre_scores_gemma":[0.9935081,0.000013648915,0.0053153774,0.0010667226,0.000016407206,0.000019591822,0.000008302896,0.0000072388293,0.000044591543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884486,0.000066965535,0.00013887946,0.00042740552,0.000150056,0.0003718522],"domain_scores_gemma":[0.999428,0.00007147005,0.00005460172,0.000297499,0.0000860742,0.000062357896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000285626,0.00019689334,0.00024076227,0.00035435145,0.00011179105,0.000046772424,0.0004096387,0.00016745851,0.00005209274],"category_scores_gemma":[0.00012417292,0.00016411238,0.00002020887,0.0005784544,0.00011846837,0.00013020511,0.00005168748,0.00041871442,0.00004903193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018568275,0.00007627896,0.09814935,0.00006609563,0.00006385018,0.0001365418,0.0036125537,0.49657276,0.0029148045,0.0010370039,0.00026791517,0.39524603],"study_design_scores_gemma":[0.0006010509,0.0010647512,0.001825445,0.00070048164,0.000021099073,0.000049329272,0.001382152,0.94377714,0.036210135,0.012193346,0.001727331,0.00044775175],"about_ca_topic_score_codex":0.0012607044,"about_ca_topic_score_gemma":0.00055982237,"teacher_disagreement_score":0.44720438,"about_ca_system_score_codex":0.000019216732,"about_ca_system_score_gemma":0.000114627204,"threshold_uncertainty_score":0.6692309},"labels":[],"label_agreement":null},{"id":"W2090190590","doi":"10.1007/s10659-008-9180-2","title":"On Obtaining Effective Transversely Isotropic Elasticity Tensors","year":2008,"lang":"en","type":"article","venue":"Journal of Elasticity","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transverse isotropy; Mathematics; Elasticity (physics); Mathematical analysis; Isotropy; Tensor (intrinsic definition); Norm (philosophy); Geometry; Maxima and minima; Physics; Optics","score_opus":0.013975182803078016,"score_gpt":0.2077620630654697,"score_spread":0.1937868802623917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090190590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98260254,0.00006935686,0.01289396,0.00018646395,0.00042326044,0.00008008817,0.000011742302,0.0000419285,0.0036906907],"genre_scores_gemma":[0.9974357,0.000054681273,0.00140523,0.0008507531,0.00017006115,1.928899e-7,0.0000014573938,0.0000039301167,0.000077994155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987479,0.00013595824,0.00032318773,0.00013978081,0.0004039411,0.0002492594],"domain_scores_gemma":[0.9986133,0.0007551139,0.00024039991,0.00008655503,0.0001428575,0.00016178188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000290499,0.00014650394,0.0002849324,0.00020279511,0.00023153277,0.000017585402,0.00020285178,0.000068954134,0.00068449957],"category_scores_gemma":[0.0004676127,0.00010704197,0.00015350286,0.00017785832,0.00016059491,0.00023377029,0.0000045971683,0.0004663208,0.00010297075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032312097,0.0005531606,0.7242854,0.000101086676,0.0004504443,0.0019837855,0.004388044,0.08527901,0.0011478453,0.0005259558,0.080847435,0.09720658],"study_design_scores_gemma":[0.0016548567,0.0041132327,0.9425882,0.00022921264,0.00010873999,0.0010389286,0.00025901577,0.0345939,0.005967432,0.0020875416,0.0069586276,0.00040027674],"about_ca_topic_score_codex":0.0002441988,"about_ca_topic_score_gemma":0.000005339227,"teacher_disagreement_score":0.21830279,"about_ca_system_score_codex":0.000019547198,"about_ca_system_score_gemma":0.000070167465,"threshold_uncertainty_score":0.74947906},"labels":[],"label_agreement":null},{"id":"W2090437871","doi":"10.1190/1.1816802","title":"How much does the migration aperture actually contribute to the migration result?","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Prestack; Seismic migration; Geology; Offset (computer science); Seismology; Lithosphere; Computer graphics (images); Computer science; Library science; Tectonics","score_opus":0.010459967972759736,"score_gpt":0.2038848303272164,"score_spread":0.19342486235445666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090437871","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17475098,0.00025415095,0.011936532,0.8055753,0.00040740232,0.00048168254,0.00006988813,0.00024830276,0.0062757465],"genre_scores_gemma":[0.9467876,0.0002784596,0.0007293602,0.03836031,0.00020265288,0.0000036120173,0.00014819487,0.000002249453,0.013487546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991669,0.00009494835,0.00011405776,0.00017859768,0.00024519235,0.00020030222],"domain_scores_gemma":[0.99927413,0.0002875079,0.000046898465,0.00025957942,0.000075077834,0.000056778146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040225088,0.00010522758,0.00007771136,0.00003943173,0.0003732294,0.00031238407,0.00029337572,0.000053679676,0.0004239842],"category_scores_gemma":[0.00024841673,0.0000388683,0.000046642304,0.00022139002,0.000047676196,0.00026285584,0.00000901867,0.00012635298,0.00016181165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056573783,0.0000074413583,0.012964244,0.000001740563,0.000011719974,0.0000027692781,0.001243197,0.000045648958,0.0003778703,0.00013063259,0.87498796,0.11017018],"study_design_scores_gemma":[0.000082398044,0.00006299625,0.008009364,0.0000065797008,0.000007460186,0.0000112985335,0.0017386181,0.02501076,0.002421608,0.00042339586,0.962133,0.0000925569],"about_ca_topic_score_codex":0.0063044936,"about_ca_topic_score_gemma":0.0122876335,"teacher_disagreement_score":0.7720366,"about_ca_system_score_codex":0.0000044820636,"about_ca_system_score_gemma":0.000021253069,"threshold_uncertainty_score":0.9530551},"labels":[],"label_agreement":null},{"id":"W2090525428","doi":"10.1190/1.1818022","title":"Optimization approach to traveltime inversion for a medium with laterally inhomogeneous curvilinear layers","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curvilinear coordinates; Inversion (geology); Geology; Geophysics; Geometry; Geomorphology; Mathematics","score_opus":0.013261256001045368,"score_gpt":0.19823523231622406,"score_spread":0.1849739763151787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090525428","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026547154,0.000043735545,0.8915419,0.00085688004,0.00016205522,0.00078257313,0.000031694824,0.0002958846,0.0797381],"genre_scores_gemma":[0.33682862,0.000014010861,0.65615886,0.0050357757,0.000031633826,0.000005603421,0.00016532186,0.000007494986,0.0017526512],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991967,0.000037148002,0.00012210757,0.00025255696,0.00016524427,0.00022621904],"domain_scores_gemma":[0.99960893,0.000034186658,0.000032150983,0.00012838823,0.0000618107,0.00013450168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022215601,0.000118174445,0.00011631846,0.00010678946,0.00011537875,0.000043482276,0.00012221298,0.000053703323,0.0004998205],"category_scores_gemma":[0.000030348772,0.00008365553,0.00003207706,0.0001981131,0.00003233364,0.00013512633,0.0000035111018,0.000053347503,0.000031904747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045429802,0.00012314023,0.01774279,0.000082463856,0.000059662325,0.000007880059,0.0012289727,0.8734737,0.00015946437,0.0003920091,0.079129815,0.027145809],"study_design_scores_gemma":[0.0005011878,0.0004204359,0.0001639179,0.000013062343,0.000015507638,0.000028731509,0.00028025708,0.9515931,0.0075647165,0.000088711546,0.039069384,0.00026101441],"about_ca_topic_score_codex":0.0006867686,"about_ca_topic_score_gemma":0.000017510867,"teacher_disagreement_score":0.31028146,"about_ca_system_score_codex":0.0000054592133,"about_ca_system_score_gemma":0.000053306427,"threshold_uncertainty_score":0.54726845},"labels":[],"label_agreement":null},{"id":"W2090612761","doi":"10.1029/2005jb004158","title":"Intrinsic elasticity of a textured transversely isotropic muscovite aggregate: Comparisons to the seismic anisotropy of schists and shales","year":2006,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Transverse isotropy; Anisotropy; Isotropy; Elasticity (physics); Materials science; Muscovite; Stiffness; Condensed matter physics; Mathematical analysis; Mineralogy; Mathematics; Geology; Physics; Composite material; Optics","score_opus":0.023008345511293656,"score_gpt":0.27550249125197546,"score_spread":0.2524941457406818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090612761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398607,0.0011731808,0.0023801373,0.0018183468,0.000069557354,0.00015911397,0.000035207388,0.000009983494,0.00036839457],"genre_scores_gemma":[0.9955823,0.00017219571,0.0038579488,0.00011323398,0.00015650154,4.953885e-7,0.000002669125,0.0000046158707,0.00011006344],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979174,0.0002943554,0.00045391917,0.00016109012,0.00083804765,0.00033520002],"domain_scores_gemma":[0.99834985,0.0006584915,0.00023558788,0.00018083838,0.00041615046,0.00015906402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058174966,0.00012794437,0.0003817669,0.000060432536,0.0001593995,0.000047403366,0.0004456276,0.000054572323,0.00015255931],"category_scores_gemma":[0.0002435336,0.000079425496,0.00013418523,0.0005062176,0.0005886883,0.00018039279,0.00003620472,0.0005106053,0.000017154342],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046161846,0.0011411634,0.31278667,0.00055755797,0.00040361733,0.00019309786,0.00214727,0.009866217,0.02174923,0.003669233,0.22854686,0.4143229],"study_design_scores_gemma":[0.0010194802,0.0028504676,0.91881895,0.0003694247,0.000057557038,0.000046094694,0.00097571994,0.02555551,0.015562161,0.007283201,0.027252749,0.00020867576],"about_ca_topic_score_codex":0.01773302,"about_ca_topic_score_gemma":0.00043906434,"teacher_disagreement_score":0.6060323,"about_ca_system_score_codex":0.00001293946,"about_ca_system_score_gemma":0.00015766389,"threshold_uncertainty_score":0.988808},"labels":[],"label_agreement":null},{"id":"W2090717376","doi":"10.2118/118244-ms","title":"Insights from Monitoring of Heavy Oil Production in Peace River, Canada","year":2008,"lang":"en","type":"article","venue":"Abu Dhabi International Petroleum Exhibition and Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interferometric synthetic aperture radar; Geology; Steam injection; Microseism; Subsidence; Synthetic aperture radar; Environmental geology; Petroleum engineering; Groundwater-related subsidence; Environmental science; Mining engineering; Economic geology; Inversion (geology); Seismology; Remote sensing; Tectonics; Geomorphology; Telmatology","score_opus":0.016032718286344956,"score_gpt":0.20227989242270356,"score_spread":0.1862471741363586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090717376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99202675,0.00030442257,0.000055152374,0.000819371,0.0005815093,0.000019615945,0.000031601558,0.000024154459,0.006137408],"genre_scores_gemma":[0.99782175,0.0008639455,0.00039754325,0.00018327679,0.00009773727,0.0000014459157,0.00008085158,0.0000017781532,0.0005516554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992169,0.000033524047,0.00018695486,0.00020331488,0.00027137215,0.00008794532],"domain_scores_gemma":[0.99966234,0.000041423373,0.00008050243,0.00007879116,0.00009050949,0.00004644425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003954875,0.00008362777,0.00011010305,0.00009912917,0.00006579694,0.000013742332,0.00011210363,0.000031598986,0.00021135554],"category_scores_gemma":[0.00003293509,0.00008019938,0.000017763656,0.000065635875,0.00010378381,0.0002478138,0.000010376249,0.000111756126,0.0000059733757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013337677,0.000055235352,0.93708533,0.000018042561,0.00002410011,0.000041077143,0.0010272026,0.00047734694,0.0026834838,0.00022471671,0.0065457094,0.051684376],"study_design_scores_gemma":[0.0004179062,0.00005032604,0.9491118,0.0001928036,0.000004421816,0.000023463072,0.00081344316,0.011541451,0.030826047,0.001221894,0.005601104,0.00019532975],"about_ca_topic_score_codex":0.5409368,"about_ca_topic_score_gemma":0.047999013,"teacher_disagreement_score":0.49293783,"about_ca_system_score_codex":0.000022054895,"about_ca_system_score_gemma":0.00012719298,"threshold_uncertainty_score":0.9693725},"labels":[],"label_agreement":null},{"id":"W2090944341","doi":"10.2118/153486-ms","title":"3D Analytical Modeling of Hydraulic Fracturing Stimulated Reservoir Volume","year":2012,"lang":"en","type":"article","venue":"SPE Latin America and Caribbean Petroleum Engineering Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Hydraulic fracturing; Geology; Permeability (electromagnetism); Anisotropy; Petroleum engineering; Tight gas; Poromechanics; Oil shale; Geotechnical engineering; Mechanics; Seismology; Porous medium; Porosity; Physics","score_opus":0.015901929405517972,"score_gpt":0.21234289312208568,"score_spread":0.19644096371656772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090944341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8968553,0.0006129008,0.09320912,0.0003621853,0.0001790509,0.000076664306,0.000033502238,0.00023918414,0.008432125],"genre_scores_gemma":[0.9914374,0.00007539892,0.008106103,0.0001368103,0.00007404265,6.671436e-7,0.000032691805,0.00000802477,0.00012888726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887586,0.000028662515,0.00025935963,0.00020859766,0.0002216479,0.00040589302],"domain_scores_gemma":[0.99941164,0.00007169264,0.00007132432,0.00020549148,0.00004542443,0.0001944276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014815886,0.00018069857,0.00028319773,0.00014378411,0.000062255385,0.000039209244,0.0001638254,0.00006873099,0.00055298564],"category_scores_gemma":[0.000073227646,0.0001658392,0.00005196137,0.00017795917,0.00008049469,0.00023760993,0.000030234143,0.00025968967,0.00002316992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003675909,0.000028572726,0.1626376,0.00010046067,0.00006543947,0.000006341171,0.0006887784,0.791735,0.0005044451,0.00015049729,0.00050302903,0.043543085],"study_design_scores_gemma":[0.00011029149,0.00006395982,0.02059621,0.000047304893,0.000023578512,0.0000059204426,0.00011799893,0.97455996,0.00017748508,0.000032207005,0.0040696664,0.00019538663],"about_ca_topic_score_codex":0.0025949068,"about_ca_topic_score_gemma":0.0000023567275,"teacher_disagreement_score":0.182825,"about_ca_system_score_codex":0.000007015574,"about_ca_system_score_gemma":0.000024962808,"threshold_uncertainty_score":0.67627263},"labels":[],"label_agreement":null},{"id":"W2091012408","doi":"10.1190/1.1468595","title":"A multioffset vertical seismic profiling experiment for anisotropy analysis and depth imaging","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Core Research for Evolutional Science and Technology; Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Anisotropy; Geology; Isotropy; Vertical seismic profile; Transverse isotropy; Seismology; Seismic anisotropy; Prestack; Inversion (geology); Mineralogy; Geophysics; Optics; Physics","score_opus":0.017111344679825915,"score_gpt":0.23150252326743503,"score_spread":0.21439117858760912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091012408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8897133,0.0006823462,0.10707216,0.0006395842,0.00014953037,0.00029714912,0.00006383608,0.00021128035,0.0011708104],"genre_scores_gemma":[0.97645736,0.00003561603,0.022277646,0.0009936767,0.000066930515,0.000004496161,0.0000803713,0.000003640341,0.000080273305],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925834,0.00002125779,0.00012366477,0.00024074076,0.00012089258,0.00023513094],"domain_scores_gemma":[0.9996682,0.000063026695,0.000025704083,0.00013648419,0.000030093735,0.0000765017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007092413,0.00010598907,0.00014706067,0.00008250539,0.00017559755,0.00005794911,0.0000825156,0.000024159384,0.00011915937],"category_scores_gemma":[0.000013746673,0.00009374111,0.00008380377,0.00021445988,0.00006979504,0.00015302509,0.000010698655,0.00006347402,0.000041410123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006912252,0.0001565419,0.36375657,0.000064588494,0.00032606904,0.000012070907,0.0013927392,0.001375537,0.0025026968,0.00067766366,0.010656216,0.6190102],"study_design_scores_gemma":[0.00022625583,0.000056096247,0.010357703,0.00000522685,0.00011012556,0.0000026629828,0.00017012976,0.9735492,0.012018937,0.001347512,0.0020046388,0.00015153698],"about_ca_topic_score_codex":0.0008294731,"about_ca_topic_score_gemma":0.0000052489713,"teacher_disagreement_score":0.97217363,"about_ca_system_score_codex":0.0000052273435,"about_ca_system_score_gemma":0.0000058550154,"threshold_uncertainty_score":0.38226515},"labels":[],"label_agreement":null},{"id":"W2091308044","doi":"10.1029/2006jb004309","title":"Role of void space geometry in permeability evolution in crustal rocks at elevated pressure","year":2006,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Tortuosity; Porosity; Permeability (electromagnetism); Geology; Anisotropy; Microstructure; Materials science; Geotechnical engineering; Mineralogy; Petrology; Mechanics; Composite material; Optics","score_opus":0.011596489989451878,"score_gpt":0.262336187720287,"score_spread":0.2507396977308351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091308044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956527,0.0017601384,0.000034954202,0.00028442213,0.00003730517,0.0001261321,0.000014199276,0.000009748764,0.0020803963],"genre_scores_gemma":[0.99889433,0.000048434125,0.00043493335,0.000013275155,0.000111866684,5.7633906e-7,0.000005189155,0.000003856304,0.00048751358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997489,0.0004015482,0.0004753254,0.000191567,0.0009927556,0.00044983436],"domain_scores_gemma":[0.99874127,0.0004856559,0.00017130603,0.00017062365,0.0003210665,0.00011005592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014161677,0.000110074165,0.0003089724,0.00010677904,0.00007322308,0.000027475124,0.00032862663,0.00009921275,0.0006373469],"category_scores_gemma":[0.00054583844,0.00008682137,0.00010768169,0.0008929907,0.00025904368,0.00033499234,0.00004857255,0.00074069406,0.000025155045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006293333,0.00027748634,0.9697641,0.00004942945,0.000012691367,0.000029188937,0.00010768587,0.0047193863,0.010720428,0.00007588345,0.0038011211,0.009813243],"study_design_scores_gemma":[0.00044150595,0.00045804091,0.94431835,0.00009371639,0.000004701666,0.000008800317,0.0005742437,0.029261108,0.009318731,0.013254897,0.002175375,0.00009051155],"about_ca_topic_score_codex":0.10389103,"about_ca_topic_score_gemma":0.0028707725,"teacher_disagreement_score":0.10102026,"about_ca_system_score_codex":0.00008208027,"about_ca_system_score_gemma":0.00020060242,"threshold_uncertainty_score":0.90207624},"labels":[],"label_agreement":null},{"id":"W2091427275","doi":"10.1016/j.jappgeo.2002.12.001","title":"Vertical seismic profile at Pike's Peak, Saskatchewan, Canada: turning rays and velocity anisotropy","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Anisotropy; Geology; Offset (computer science); Vertical seismic profile; Geodesy; Seismic velocity; Vertical velocity; Seismology; Normal moveout; Optics; Physics; Mechanics","score_opus":0.005677079208301783,"score_gpt":0.17467976821303244,"score_spread":0.16900268900473064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091427275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924825,0.00013777659,0.0007259578,0.00021439031,0.0002165482,0.00007550951,0.000011875465,0.000019252771,0.006116199],"genre_scores_gemma":[0.9941828,0.000027827327,0.003949871,0.0015426715,0.00011093672,3.0870237e-7,0.000007929525,0.000005391748,0.00017225569],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891,0.000039641734,0.00027486988,0.00014870727,0.00035871912,0.00026802876],"domain_scores_gemma":[0.99939024,0.00010185395,0.00014648655,0.000110539426,0.00007045423,0.00018039462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026726286,0.00014298002,0.00024888216,0.00004153214,0.00018696583,0.000036585025,0.00013540481,0.00005857842,0.00022815807],"category_scores_gemma":[0.000023262652,0.000116431074,0.000049672748,0.00012888513,0.00008649736,0.00011858256,0.000014539958,0.00033897324,0.000018334404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017303973,0.00030787382,0.074190974,0.0003769395,0.0005389429,0.0006806782,0.009242174,0.0056463233,0.02135222,0.0029413665,0.44178608,0.44120604],"study_design_scores_gemma":[0.005300217,0.0013693031,0.18866001,0.00022894013,0.00043165003,0.0013388885,0.013553601,0.07500388,0.25510916,0.04043997,0.4162031,0.0023612636],"about_ca_topic_score_codex":0.026927415,"about_ca_topic_score_gemma":0.0059470176,"teacher_disagreement_score":0.43884477,"about_ca_system_score_codex":0.00004385718,"about_ca_system_score_gemma":0.00047161218,"threshold_uncertainty_score":0.9795524},"labels":[],"label_agreement":null},{"id":"W2091465574","doi":"10.1190/1.1579580","title":"Seismic pursuit of wormholes","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada); University of Calgary","funders":"","keywords":"Wormhole; Geology; Computer science; Seismology; Theoretical physics; Physics","score_opus":0.021461642573309656,"score_gpt":0.22758599994052267,"score_spread":0.20612435736721302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091465574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73935103,0.0012543746,0.0024333834,0.002315515,0.00071402884,0.00014828629,0.000012575666,0.00019738726,0.25357342],"genre_scores_gemma":[0.9944891,0.00003620614,0.00045920128,0.0013372957,0.000030531108,2.6903015e-7,0.0000035630117,0.000002123824,0.0036417325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994738,0.00006288847,0.00009946121,0.000088044464,0.00012751871,0.00014825966],"domain_scores_gemma":[0.9996403,0.000101241516,0.00004592518,0.00017051706,0.0000145783115,0.000027429494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048295432,0.000060176953,0.0000876502,0.000044318018,0.00008820827,0.00002180637,0.00025355536,0.00002546823,0.00048094487],"category_scores_gemma":[0.000054128508,0.000037832677,0.000037706275,0.00013451264,0.000114916795,0.000069849826,0.0000049330333,0.000096060874,0.00042751405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002819369,0.00003151101,0.18320389,0.000049265138,0.000042122683,0.0000056710132,0.0021197766,0.001392792,0.0011475326,0.0037320459,0.49350816,0.31473905],"study_design_scores_gemma":[0.00022819219,0.000101492435,0.01671939,0.000069879155,0.000026096608,0.000046791174,0.0005086565,0.013709346,0.06744783,0.015168403,0.8857254,0.00024855149],"about_ca_topic_score_codex":0.00033326595,"about_ca_topic_score_gemma":0.0000056533104,"teacher_disagreement_score":0.39221722,"about_ca_system_score_codex":0.0000021394105,"about_ca_system_score_gemma":0.000018138058,"threshold_uncertainty_score":0.54949707},"labels":[],"label_agreement":null},{"id":"W2091486043","doi":"10.1190/1.2144422","title":"Empirical mode decomposition (EMD) of potential field data: airborne gravity data as an example","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hilbert–Huang transform; Fast Fourier transform; Computer science; Wavelet transform; Wavelet; Nonlinear system; Data processing; Algorithm; Field (mathematics); Remote sensing; Geology; Geodesy; Geophysics; Artificial intelligence; Mathematics; Telecommunications; Physics","score_opus":0.07376120742243208,"score_gpt":0.3570853335958614,"score_spread":0.28332412617342934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091486043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9214691,0.00012553026,0.05862793,0.0058083823,0.00029035046,0.00018624504,0.00072244904,0.00031651344,0.012453518],"genre_scores_gemma":[0.96276563,0.000046759873,0.028753225,0.0038555677,0.00014639078,1.2361562e-7,0.004321802,0.0000021400188,0.00010833569],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989926,0.00006729674,0.0001867837,0.00038006838,0.00020994061,0.00016329772],"domain_scores_gemma":[0.9986913,0.000068210145,0.000050192746,0.0010697207,0.000025770692,0.00009479624],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034215345,0.000085389,0.00012205395,0.000061155595,0.00008455314,0.000037998034,0.0008819437,0.00006075069,0.0025806336],"category_scores_gemma":[0.000024244386,0.00007003585,0.000018851588,0.000091099035,0.000051190047,0.0010920508,0.00010784833,0.00010851402,0.00010201093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012128861,0.00015818083,0.025050217,0.000013343449,0.0000206526,0.000008783215,0.00014139463,0.00049588765,0.00026665343,0.00005880997,0.41339234,0.56027246],"study_design_scores_gemma":[0.000230601,0.00026012235,0.014811017,0.000009560452,0.000026972153,0.000034384542,0.00010768338,0.88452977,0.009570281,0.0014903592,0.088736124,0.00019315608],"about_ca_topic_score_codex":0.09148089,"about_ca_topic_score_gemma":0.0016950705,"teacher_disagreement_score":0.88403386,"about_ca_system_score_codex":0.0000020038312,"about_ca_system_score_gemma":0.00004068156,"threshold_uncertainty_score":0.9983311},"labels":[],"label_agreement":null},{"id":"W2091571148","doi":"10.1190/1.2369794","title":"High resolution seismic imaging of a shallow gas reservoir, Alberta, Canada","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Resolution (logic); High resolution; Geophysical imaging; Remote sensing; Seismology; Environmental science; Computer science","score_opus":0.00595304466670921,"score_gpt":0.17704911965620243,"score_spread":0.17109607498949322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091571148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8502388,0.00027327213,0.0020320693,0.0067265234,0.00034320395,0.00012123372,0.000044752902,0.000108814376,0.1401113],"genre_scores_gemma":[0.99133575,0.000011583433,0.0024459006,0.0016393253,0.00005330379,3.7943963e-7,0.00011085019,0.0000027974029,0.0044001276],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990835,0.00003925175,0.00021175058,0.0001798038,0.00024552544,0.00024016484],"domain_scores_gemma":[0.999564,0.00008900203,0.000070245376,0.00017966141,0.000048271984,0.000048829388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014821198,0.00009474548,0.00012326757,0.00007210512,0.00008789885,0.000017689574,0.00017792813,0.000025374144,0.0015696887],"category_scores_gemma":[0.000022537068,0.00007977498,0.000033637127,0.00015387165,0.000059117247,0.00015101078,0.000010053309,0.0000789494,0.00002617771],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003107367,0.000014975401,0.26069278,0.000023403607,0.000007712685,0.0000137280595,0.00003228998,0.010436604,0.00013366813,0.00054920383,0.7126663,0.015398291],"study_design_scores_gemma":[0.00048522645,0.00006611641,0.16361515,0.00006966161,0.000021589096,0.00003119718,0.00029708343,0.6412206,0.022958916,0.008424617,0.1623674,0.0004423923],"about_ca_topic_score_codex":0.9992445,"about_ca_topic_score_gemma":0.9456693,"teacher_disagreement_score":0.63078403,"about_ca_system_score_codex":0.000015453434,"about_ca_system_score_gemma":0.00017044954,"threshold_uncertainty_score":0.99934304},"labels":[],"label_agreement":null},{"id":"W2091612266","doi":"10.3997/2214-4609.20147442","title":"Analysis of P-wave and S-wave Data on Near-surface Potential Hydrocarbon Indicators","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Surface wave; Geology; Surface (topology); Remote sensing; Computer science; Telecommunications; Mathematics","score_opus":0.01953286905238428,"score_gpt":0.21546741846859155,"score_spread":0.19593454941620728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091612266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863814,0.000066121145,0.0001211042,0.0003119271,0.00004124742,0.000057496185,0.00003878996,0.00006628685,0.0129156355],"genre_scores_gemma":[0.99732804,0.00004573984,0.0018405387,0.00059999124,0.000028084078,1.3001396e-7,0.000090397836,0.0000029940336,0.00006407367],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991047,0.0000101305,0.00015723566,0.0003212667,0.00024432893,0.00016233158],"domain_scores_gemma":[0.9995677,0.000042510062,0.00012279947,0.00015899327,0.000026214424,0.00008181261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044476232,0.00010062109,0.00020244527,0.00014656296,0.000091894864,0.00006368271,0.00018373353,0.000056185338,0.00014006071],"category_scores_gemma":[0.000067790075,0.00008377774,0.00003579435,0.00056256185,0.00013577433,0.00019961504,0.000044038698,0.000110048415,0.000008937562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010313222,0.000043978464,0.6651089,0.000075731376,0.00040707982,0.0000038348167,0.0012064396,0.00022833134,0.00062113925,0.00022541448,0.011858346,0.32011765],"study_design_scores_gemma":[0.00011563036,0.00013874652,0.08346512,0.00001755979,0.00024553866,0.0000044611784,0.0001297066,0.9040551,0.002648805,0.00027558958,0.008769174,0.00013453129],"about_ca_topic_score_codex":0.0010082185,"about_ca_topic_score_gemma":0.0000039993197,"teacher_disagreement_score":0.90382683,"about_ca_system_score_codex":0.0000020517393,"about_ca_system_score_gemma":0.0000112885855,"threshold_uncertainty_score":0.3416357},"labels":[],"label_agreement":null},{"id":"W2091711043","doi":"10.1190/1.1851254","title":"P‐wave imaging using 3D‐VSP data in VTI media, Weyburn Field, Saskatchewan Canada","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Field (mathematics); Seismology","score_opus":0.027496859718472356,"score_gpt":0.22298407833387607,"score_spread":0.19548721861540372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091711043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91703194,0.0013890219,0.015039765,0.018251782,0.0020922064,0.00035549406,0.00028778144,0.00038160197,0.04517038],"genre_scores_gemma":[0.96976584,0.00001672454,0.016946808,0.012895897,0.000084464256,1.3822049e-7,0.00016482045,0.0000036122792,0.000121720965],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988695,0.000029346946,0.00020443255,0.0003060608,0.00026529309,0.00032540868],"domain_scores_gemma":[0.9992537,0.00011619716,0.000042774882,0.0004337192,0.000018694149,0.000134934],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002785613,0.00011986796,0.00013671903,0.00009288669,0.000089922985,0.000047191505,0.000389683,0.00003592536,0.001492781],"category_scores_gemma":[0.000103272556,0.000103931794,0.000015243965,0.00019415586,0.000041684925,0.00038462883,0.000049106886,0.0001847683,0.000015602634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026624837,0.000027353888,0.38913575,0.000030232297,0.000016245143,0.00060824805,0.0012613665,0.0016944222,0.00012565323,0.000023634591,0.10676178,0.50028867],"study_design_scores_gemma":[0.001968373,0.0000765963,0.034268964,0.0003619646,0.00004701056,0.00037272027,0.021867832,0.79277897,0.015608192,0.0057986854,0.12521821,0.0016324713],"about_ca_topic_score_codex":0.9922069,"about_ca_topic_score_gemma":0.965414,"teacher_disagreement_score":0.7910845,"about_ca_system_score_codex":0.000030611154,"about_ca_system_score_gemma":0.0009330129,"threshold_uncertainty_score":0.99942},"labels":[],"label_agreement":null},{"id":"W2091769252","doi":"10.1016/j.cageo.2008.10.005","title":"Interactive 3D/2D visualization for geophysical data processing and interpretation","year":2009,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Visualization; Interpretation (philosophy); Geophysics; Computer science; Data visualization; Geology; Data mining","score_opus":0.020979075893143847,"score_gpt":0.2863240600586617,"score_spread":0.2653449841655178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091769252","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14404474,0.00027746774,0.8529145,0.0010936246,0.0004993331,0.00024370488,0.00003320171,0.00017676939,0.0007166365],"genre_scores_gemma":[0.97321737,0.000016577289,0.024468655,0.0020524838,0.00007581082,4.780787e-7,0.00014288418,0.0000011231629,0.00002459699],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992213,0.000028393659,0.00011948676,0.00034021641,0.00013680253,0.0001538054],"domain_scores_gemma":[0.9996215,0.00008482509,0.0000761907,0.00012301799,0.000044096654,0.00005035149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023546432,0.0000821079,0.00009580075,0.00008424233,0.00021685677,0.00021772276,0.00034046447,0.000022151968,0.00000961556],"category_scores_gemma":[0.00004900695,0.000066083194,0.000014016315,0.00017118923,0.00012856614,0.0011124604,0.000025405872,0.000046165063,0.000004103829],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016712762,0.000009757824,0.0011987301,0.0000067136466,0.0000012912573,3.8400574e-7,0.0005575535,0.00005262403,0.00002446915,0.000033180313,0.0016804134,0.9964182],"study_design_scores_gemma":[0.00007972517,0.00020658855,0.021504357,0.00004960489,0.000006343418,0.0000051451602,0.00018865106,0.97277904,0.00011552575,0.0019092186,0.0030605583,0.00009522701],"about_ca_topic_score_codex":0.00037591124,"about_ca_topic_score_gemma":0.000008643196,"teacher_disagreement_score":0.99632293,"about_ca_system_score_codex":0.000003110414,"about_ca_system_score_gemma":0.000031910997,"threshold_uncertainty_score":0.26947945},"labels":[],"label_agreement":null},{"id":"W2091889219","doi":"10.1190/1.2370046","title":"Explicit wavefield extrapolation directly from topography","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Saudi Aramco","keywords":"Extrapolation; Geology; Computer science; Mathematics; Mathematical analysis","score_opus":0.008606679921515639,"score_gpt":0.18532088084943454,"score_spread":0.1767142009279189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091889219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52680105,0.00040987943,0.008552097,0.000971436,0.0002448628,0.00007572478,0.00002395579,0.0004530889,0.46246788],"genre_scores_gemma":[0.99164826,0.000019171583,0.0053824093,0.0015306646,0.00012343688,3.9415718e-7,0.00014473498,0.0000014677511,0.0011494654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994949,0.000017609327,0.00010544152,0.00014475202,0.00011189872,0.00012540996],"domain_scores_gemma":[0.9997569,0.00006376254,0.000024957915,0.00011174455,0.0000124966955,0.000030171623],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006118882,0.00006664825,0.00006463507,0.00007036483,0.000074117386,0.000039496594,0.00008513287,0.000041086354,0.005780063],"category_scores_gemma":[0.0000038623425,0.00005303594,0.00004579796,0.00012197283,0.000018924842,0.00015653219,0.0000027630049,0.000055384433,0.00016511013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014612615,0.00001839499,0.58233863,0.0000023659327,0.000008123729,0.000004627836,0.00006288827,0.00004047485,0.001243057,0.0013036523,0.17614879,0.23881435],"study_design_scores_gemma":[0.00030995335,0.00009418904,0.5100063,0.000020133604,0.000017940629,0.0000042260626,0.00021573501,0.050474517,0.092308424,0.07869658,0.26738483,0.0004671524],"about_ca_topic_score_codex":0.097323634,"about_ca_topic_score_gemma":0.00046380167,"teacher_disagreement_score":0.46484718,"about_ca_system_score_codex":9.930604e-7,"about_ca_system_score_gemma":0.000005079541,"threshold_uncertainty_score":0.9951288},"labels":[],"label_agreement":null},{"id":"W2092080252","doi":"10.1190/1.3462777","title":"Density extraction from P-wave AVO inversion: Tuscaloosa Trend example","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"American Water (Canada); BP (Canada)","funders":"","keywords":"Offset (computer science); Amplitude versus offset; Inversion (geology); Amplitude; Geology; Mineralogy; Seismology; Optics; Physics; Computer science","score_opus":0.03603854199865488,"score_gpt":0.23346120214366978,"score_spread":0.1974226601450149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092080252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97882843,0.0000612766,0.00038297602,0.0013268952,0.0015378617,0.00006737595,0.000020434463,0.0002175779,0.017557157],"genre_scores_gemma":[0.9949375,0.000020172012,0.0010760472,0.0018143167,0.0004418318,4.183582e-7,0.00008586926,0.0000038605763,0.0016199838],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992356,0.00006548707,0.00011448568,0.00021390189,0.00016205276,0.00020848446],"domain_scores_gemma":[0.9992618,0.00027630734,0.00006201327,0.00030624133,0.000016403179,0.00007726586],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034245124,0.00010660959,0.00011131062,0.00005503998,0.00032599416,0.00006929573,0.00018763333,0.00008300504,0.0020453916],"category_scores_gemma":[0.00004713153,0.0000733886,0.000055322063,0.00012281066,0.00013437429,0.0002184743,0.00001634269,0.00042685753,0.0011461318],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057654433,0.00002571284,0.07452938,0.0000069396165,0.000026612308,0.000031733973,0.0021261973,0.000017878912,0.015667658,0.00015887897,0.4207033,0.48664808],"study_design_scores_gemma":[0.0003155981,0.00006579762,0.12144664,0.000028257047,0.000050102786,0.000076246935,0.00043215367,0.040901177,0.06929367,0.007949102,0.7590599,0.0003813441],"about_ca_topic_score_codex":0.016068276,"about_ca_topic_score_gemma":0.0015209727,"teacher_disagreement_score":0.48626673,"about_ca_system_score_codex":0.000004819781,"about_ca_system_score_gemma":0.000016500599,"threshold_uncertainty_score":0.9996316},"labels":[],"label_agreement":null},{"id":"W2092436959","doi":"10.1190/1.2978981","title":"Deterministic mapping of reservoir heterogeneity in Athabasca oil sands using surface seismic data","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Oil sands; Geology; Petroleum engineering; Asphalt; Mining engineering; Geography; Archaeology","score_opus":0.12449524889896135,"score_gpt":0.2923828350707972,"score_spread":0.16788758617183586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092436959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962662,0.00045556235,0.0005365385,0.00021189301,0.0001824553,0.000044230732,0.000052990294,0.000055529046,0.002194631],"genre_scores_gemma":[0.9972294,0.00012864942,0.0018329021,0.0003749649,0.00005143642,1.3619595e-7,0.000043508,0.000004958776,0.00033404003],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989379,0.00013694596,0.00024066943,0.00024632862,0.00017589048,0.00026224478],"domain_scores_gemma":[0.9990148,0.00020835275,0.00009917413,0.00061627396,0.000019292791,0.000042111657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007479345,0.00011134561,0.00019710547,0.00008597685,0.00019389972,0.000017666285,0.0007512728,0.000047908,0.00004709085],"category_scores_gemma":[0.00008695508,0.0000837934,0.00003544199,0.00028442364,0.00020633373,0.00021697416,0.00008589929,0.00018222521,0.000050516952],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006796821,0.00003913543,0.9286155,0.0001492847,0.0000308903,0.00009609119,0.0028888453,0.013029188,0.002782742,0.0000044831727,0.01400402,0.038291838],"study_design_scores_gemma":[0.00021729335,0.000035923054,0.028508356,0.00017745365,0.000011775113,0.00014290836,0.00016845926,0.9551136,0.005724458,0.000095544514,0.009607038,0.00019722627],"about_ca_topic_score_codex":0.0060726814,"about_ca_topic_score_gemma":0.00013617649,"teacher_disagreement_score":0.9420844,"about_ca_system_score_codex":0.000010238324,"about_ca_system_score_gemma":0.00006222783,"threshold_uncertainty_score":0.91801184},"labels":[],"label_agreement":null},{"id":"W2092487440","doi":"10.3997/2214-4609.20142175","title":"Orthorhombic Velocity Model Building for Microseismic Processing with Constraints of Rock Physics and Geological Setting","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Geology; Oil shale; Microseism; Mineralogy; Orthorhombic crystal system; Fracture (geology); Bed; Geophysics; Geotechnical engineering; Seismology; Physics; Optics","score_opus":0.013213763637510626,"score_gpt":0.21918726685330872,"score_spread":0.2059735032157981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092487440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8167345,0.00006055032,0.18154073,0.00020237644,0.000011162461,0.0001624762,0.000010056106,0.00009594875,0.001182186],"genre_scores_gemma":[0.9104423,0.0000056659783,0.089027755,0.00045620048,0.0000354789,0.0000023063803,0.0000061272162,0.000004409914,0.000019734787],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992375,0.0000045519073,0.00015222581,0.00025238065,0.00011876571,0.00023459445],"domain_scores_gemma":[0.9995799,0.00005099343,0.0001427435,0.000034351775,0.0001319223,0.000060111583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033777044,0.00012070582,0.00018026386,0.000038223552,0.00018228477,0.00004976354,0.000106094376,0.00005644118,0.000008566078],"category_scores_gemma":[0.00006969231,0.00009191527,0.000024573836,0.0000969013,0.00018658384,0.00023660198,0.000014331645,0.00010785785,8.389593e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011441851,0.000026080088,0.31245664,0.0006361465,0.00001693542,3.6437467e-7,0.0010230764,0.0022248796,0.004418853,0.0010620645,0.0010226606,0.6769979],"study_design_scores_gemma":[0.00026296618,0.00014052042,0.0025943283,0.00011054328,0.000018528031,0.00001882283,0.00018938273,0.9764015,0.011938561,0.007887254,0.00028674182,0.00015083945],"about_ca_topic_score_codex":0.00005043161,"about_ca_topic_score_gemma":4.3163158e-7,"teacher_disagreement_score":0.97417665,"about_ca_system_score_codex":0.0000030406952,"about_ca_system_score_gemma":0.000031966465,"threshold_uncertainty_score":0.3748196},"labels":[],"label_agreement":null},{"id":"W2092798840","doi":"10.3997/2214-4609.20141164","title":"A Comparison of Different Scaling Methods for Least-squares Migration/inversion","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hessian matrix; Rate of convergence; Diagonal; Least-squares function approximation; Applied mathematics; Mathematics; Block matrix; Identity matrix; Inversion (geology); Quasi-Newton method; Mathematical optimization; Precondition; Inverse; Diagonal matrix; Algorithm; Newton's method; Computer science; Nonlinear system; Eigenvalues and eigenvectors; Estimator; Statistics; Physics; Geometry; Geology","score_opus":0.03640842101793222,"score_gpt":0.33169984760309695,"score_spread":0.2952914265851647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092798840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8663641,0.00024380395,0.12643616,0.0011928218,0.0002532957,0.0002955871,0.000008141334,0.00018498435,0.0050210967],"genre_scores_gemma":[0.9263137,0.000010347562,0.07323421,0.0002861996,0.000056229685,0.0000023977727,0.000018752222,0.000002932518,0.00007521192],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993428,0.00001587844,0.00020017814,0.00016865609,0.000119503864,0.00015297275],"domain_scores_gemma":[0.99952143,0.00014556371,0.00012492624,0.000048095182,0.00010432337,0.00005567267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040669757,0.00009167126,0.00019525779,0.000094096744,0.00011418727,0.000034102133,0.00014281172,0.000047283767,0.00008796943],"category_scores_gemma":[0.00017422259,0.000070998125,0.00006571449,0.00009261277,0.000052930012,0.00014206396,0.000009034176,0.00006627277,0.00000687178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053463667,0.00002616544,0.34177905,0.00015880265,0.0000087012,1.0829204e-8,0.0011006626,0.000016678525,0.0044188616,0.00049888674,0.014705734,0.637233],"study_design_scores_gemma":[0.00019739638,0.00024870655,0.0077243126,0.00006264394,0.000021967611,8.1119975e-7,0.0007335223,0.75090283,0.18874118,0.0045190076,0.04672114,0.00012645607],"about_ca_topic_score_codex":0.00035994503,"about_ca_topic_score_gemma":0.000004773689,"teacher_disagreement_score":0.7508862,"about_ca_system_score_codex":0.00000346339,"about_ca_system_score_gemma":0.0000060426432,"threshold_uncertainty_score":0.28952196},"labels":[],"label_agreement":null},{"id":"W2092859330","doi":"10.1190/1.3124935","title":"Compaction trends for shale and clean sandstone in shallow sediments, Gulf of Mexico","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Oil shale; Geology; Compaction; Mining engineering; Geochemistry; Geotechnical engineering; Paleontology","score_opus":0.025811682631861465,"score_gpt":0.26550191082530794,"score_spread":0.2396902281934465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092859330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976193,0.0004455734,0.0008071714,0.003359385,0.0001857226,0.00012454375,0.000020616522,0.000070332826,0.01879363],"genre_scores_gemma":[0.99772954,0.00003573201,0.0004803321,0.00086781726,0.000037271857,3.4482073e-7,0.00002120352,0.0000014545902,0.00082628464],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995847,0.000022822434,0.00010497652,0.00009567112,0.00006790135,0.00012394748],"domain_scores_gemma":[0.99975604,0.00008269246,0.000042777334,0.00008483726,0.0000086967175,0.000024950747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028900863,0.000057199006,0.00010531192,0.00009415903,0.000062682775,0.0000132745745,0.00009063239,0.000026736157,0.00007427757],"category_scores_gemma":[0.000014174222,0.00004017782,0.000024675657,0.000113407325,0.000049805196,0.00009352431,0.0000028050188,0.000066267225,0.0000071175778],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008395465,0.000023647995,0.064075045,0.000011623306,0.000006979669,7.717936e-7,0.0010268015,0.000113336806,0.0007711713,0.00012877335,0.03610257,0.8976553],"study_design_scores_gemma":[0.0017903814,0.0010828921,0.73566324,0.000206286,0.000047575846,0.00003211076,0.0010236907,0.14370236,0.03816342,0.009700308,0.068171024,0.00041671595],"about_ca_topic_score_codex":0.00059438316,"about_ca_topic_score_gemma":0.000051355324,"teacher_disagreement_score":0.8972386,"about_ca_system_score_codex":0.0000042965635,"about_ca_system_score_gemma":0.000005267487,"threshold_uncertainty_score":0.1638404},"labels":[],"label_agreement":null},{"id":"W2092922152","doi":"10.1190/1.1817142","title":"Gabor deconvolution of seismic data for source waveform and Q correction","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Deconvolution; Waveform; Computer science; Geology; Algorithm; Telecommunications","score_opus":0.03475627289829509,"score_gpt":0.22358787358185395,"score_spread":0.18883160068355886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092922152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61811256,0.0021327385,0.32019764,0.0030397368,0.0018838163,0.00079894677,0.00043697516,0.0005636829,0.052833892],"genre_scores_gemma":[0.99148405,0.00014697171,0.0032141432,0.00067201984,0.000034658126,3.600932e-7,0.0001317111,0.000001504973,0.0043145823],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961346,0.000008837632,0.000096784715,0.00013384268,0.00005607461,0.000091018745],"domain_scores_gemma":[0.9996847,0.000058926053,0.000039792885,0.00016390039,0.000023047634,0.00002966294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015296524,0.00004507116,0.00006631173,0.00004731046,0.0000640248,0.000012569135,0.00010308404,0.000022948843,0.0006223393],"category_scores_gemma":[0.000039890278,0.00003551024,0.000012219257,0.000054547654,0.000045116834,0.00024330472,0.000009822255,0.00003087117,0.000018322695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009183392,0.000006219735,0.013668945,0.0000127274025,0.0000040445316,7.0517075e-8,0.00005988409,0.00007158331,0.000018685992,0.000005549172,0.21714476,0.7689983],"study_design_scores_gemma":[0.000098542216,0.00005428356,0.002434141,0.0000064497385,0.000006016088,0.000008852027,0.00011343046,0.854818,0.00094393635,0.000110849476,0.14136003,0.000045489895],"about_ca_topic_score_codex":0.0035493004,"about_ca_topic_score_gemma":0.00006206113,"teacher_disagreement_score":0.8547464,"about_ca_system_score_codex":0.0000015802259,"about_ca_system_score_gemma":0.000004303533,"threshold_uncertainty_score":0.6814179},"labels":[],"label_agreement":null},{"id":"W2093409197","doi":"10.1190/tle32070742.1","title":"Regional hydrostratigraphy and insights into fluid flow through a clay aquitard from shallow seismic reflection data","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Bedrock; Hydrogeology; Aquifer; Geomorphology; Glacial period; Groundwater; Reflection (computer programming); Seismology; Petrology; Geophysics; Geotechnical engineering","score_opus":0.047931447076877604,"score_gpt":0.25915537978417613,"score_spread":0.21122393270729853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093409197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787447,0.002847671,0.0017872314,0.0060190847,0.00047170688,0.00024258866,0.00002509107,0.00025425415,0.009607711],"genre_scores_gemma":[0.98924243,0.00043241912,0.0042950693,0.005084538,0.00022468166,0.000002664284,0.0003665652,0.0000056144863,0.00034599993],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989838,0.00011372779,0.00015735123,0.00035802097,0.0001839852,0.00020313461],"domain_scores_gemma":[0.9992076,0.00015031942,0.000056080815,0.00050537445,0.000019601888,0.000061024763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020012903,0.00014734254,0.00014876461,0.000060183684,0.0003592863,0.00014159306,0.00048015622,0.00007702025,0.00028830522],"category_scores_gemma":[0.00002415397,0.00009449758,0.000033762197,0.00017441672,0.00020396504,0.00082876295,0.000042990414,0.00022001078,0.0005106216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004235914,0.000015762282,0.016971499,0.000022186683,0.000072878815,0.000006145909,0.007922477,0.00016577287,0.004715186,0.000059519843,0.8329347,0.13707152],"study_design_scores_gemma":[0.0003661266,0.00021351752,0.012769386,0.0001093804,0.00005650367,0.000032807686,0.0005212182,0.68283,0.0050912164,0.062371593,0.23520996,0.00042833734],"about_ca_topic_score_codex":0.018336574,"about_ca_topic_score_gemma":0.00034584865,"teacher_disagreement_score":0.68266416,"about_ca_system_score_codex":0.000005264339,"about_ca_system_score_gemma":0.000021945983,"threshold_uncertainty_score":0.9882004},"labels":[],"label_agreement":null},{"id":"W2093615691","doi":"10.1190/1.3068426","title":"Measuring velocity dispersion and attenuation in the exploration seismic frequency band","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Dispersion (optics); Velocity dispersion; Geology; Attenuation; Seismic wave; Frequency band; Seismology; Vertical seismic profile; Phase velocity; Uncorrelated; Acoustics; Geophysics; Physics; Optics; Mathematics; Statistics; Telecommunications","score_opus":0.02995900657034266,"score_gpt":0.2103471476704858,"score_spread":0.18038814110014312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093615691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99337256,0.00011149206,0.0013603658,0.0026590235,0.000055445493,0.00009790692,0.00000360554,0.00003594901,0.002303662],"genre_scores_gemma":[0.99754256,0.000088668756,0.00028755868,0.0019725922,0.000055013392,5.046802e-7,0.0000388037,8.7234343e-7,0.0000134430875],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99949473,0.00005363267,0.00008172755,0.00011755576,0.00014578026,0.00010656157],"domain_scores_gemma":[0.9998138,0.000028603741,0.00003124729,0.00009235657,0.000016005399,0.00001802016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022827972,0.000060952298,0.00005667664,0.00003467078,0.00011865109,0.000045399313,0.00008106959,0.000024798108,0.000012694061],"category_scores_gemma":[0.000013748,0.000043594155,0.000015116645,0.00014274532,0.00002601082,0.0004163218,0.0000018659308,0.00009335289,0.000026563395],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015360072,0.000028180026,0.057824977,0.000010625209,0.0000025909947,0.000005595346,0.0034356385,0.00046270152,0.0007464879,0.00027967096,0.0018428882,0.9353453],"study_design_scores_gemma":[0.00021950786,0.00012802929,0.8538017,0.000036999973,0.000008466389,0.000005419298,0.00063331804,0.06334412,0.0014668452,0.07926826,0.0009184694,0.00016881179],"about_ca_topic_score_codex":0.0016734218,"about_ca_topic_score_gemma":0.0000229783,"teacher_disagreement_score":0.9351765,"about_ca_system_score_codex":0.0000041115654,"about_ca_system_score_gemma":0.000010144775,"threshold_uncertainty_score":0.25297245},"labels":[],"label_agreement":null},{"id":"W2094076112","doi":"10.1029/2003jb002783","title":"Green's functions, source signatures, and the normalization of teleseismic wave fields","year":2004,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seismogram; Receiver function; Seismometer; Deconvolution; Scattering; Normalization (sociology); Geology; Mantle (geology); Source function; Function (biology); Seismology; Physics; Geophysics; Optics; Astrophysics","score_opus":0.017998216527474502,"score_gpt":0.25378775498117284,"score_spread":0.23578953845369835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094076112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826998,0.002176662,0.007471256,0.005687089,0.00011803195,0.00014797597,0.000005665835,0.000014882797,0.001678648],"genre_scores_gemma":[0.99768454,0.00036313792,0.00079501624,0.0003778959,0.00019612837,3.4442257e-7,0.0000025462991,0.0000029007504,0.00057751895],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985424,0.00022264243,0.00025621022,0.00009675825,0.00067153457,0.0002104417],"domain_scores_gemma":[0.99872065,0.00059858017,0.00014324716,0.00012501316,0.00031337776,0.00009915017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017544,0.00007576791,0.00018746027,0.000031315947,0.00019246382,0.000047834754,0.00021535136,0.000061967614,0.00017684886],"category_scores_gemma":[0.00034909855,0.00004240497,0.00009242051,0.0003008487,0.0005462851,0.00022023475,0.000027754058,0.0005735016,0.000011509531],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003105224,0.00025433395,0.016261434,0.00017129106,0.00024637155,0.00009184332,0.0022622608,0.014820077,0.00057492236,0.00428669,0.056044385,0.90188116],"study_design_scores_gemma":[0.012995818,0.007975369,0.21484084,0.0010401219,0.00020939104,0.00047751874,0.00960872,0.18067436,0.017698767,0.37971616,0.17388509,0.00087783154],"about_ca_topic_score_codex":0.018316349,"about_ca_topic_score_gemma":0.00009215186,"teacher_disagreement_score":0.90100336,"about_ca_system_score_codex":0.000008220014,"about_ca_system_score_gemma":0.00012417795,"threshold_uncertainty_score":0.98822075},"labels":[],"label_agreement":null},{"id":"W2094119032","doi":"10.1139/l00-103","title":"Évaluation du facteur de qualité sismique au barrage de Carillon (Québec)","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attenuation; Seismology; Geology; Environmental science; Amplitude; Geotechnical engineering; Soil science; Physics; Optics","score_opus":0.01631451691917474,"score_gpt":0.18515048743643028,"score_spread":0.16883597051725555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094119032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95368326,0.0007486332,0.03888535,0.0014533575,0.00038736325,0.000041296724,0.000008280485,0.00003579786,0.004756666],"genre_scores_gemma":[0.9980811,0.0000784554,0.00088273414,0.0006262325,0.00023305837,1.9591451e-7,0.0000038704056,0.000005741756,0.00008862664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925375,0.000045269328,0.00019714636,0.00006682528,0.0001126094,0.00032437724],"domain_scores_gemma":[0.99924725,0.00007302985,0.000065125714,0.00007562162,0.00005401318,0.00048495538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007825249,0.00008949877,0.00012111525,0.00025500185,0.000088154935,0.00004870031,0.0001652751,0.00005619429,0.0007650428],"category_scores_gemma":[0.0002758011,0.00008705932,0.00006389953,0.00012389866,0.000019981608,0.00019464012,0.0000015443894,0.00019831421,0.000009504747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008558931,0.0000029045393,0.7141641,0.000023856865,0.00003240398,0.00038307701,0.0034764658,0.2277481,0.00031496634,0.000027306602,0.012453174,0.041365135],"study_design_scores_gemma":[0.0002936881,0.00012372455,0.40165293,0.00016475626,0.00003380145,0.0015152339,0.0003655797,0.39109161,0.0011331597,0.00038481466,0.20291913,0.0003215784],"about_ca_topic_score_codex":0.45886236,"about_ca_topic_score_gemma":0.6321641,"teacher_disagreement_score":0.31251112,"about_ca_system_score_codex":0.00014335863,"about_ca_system_score_gemma":0.0015965408,"threshold_uncertainty_score":0.83766824},"labels":[],"label_agreement":null},{"id":"W2094169365","doi":"10.1190/geo2013-0390.1","title":"Joint location of microseismic events in the presence of velocity uncertainty","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Science Foundation","keywords":"Microseism; Event (particle physics); Joint (building); Geology; Kinematics; Bayesian probability; Seismology; Orientation (vector space); Field (mathematics); Computer science; Data mining; Geodesy; Mathematics; Artificial intelligence","score_opus":0.013336090923650908,"score_gpt":0.21135311420713856,"score_spread":0.19801702328348766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094169365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974432,0.00004015367,0.0013335034,0.00023474895,0.00006578357,0.00008501369,0.00000727344,0.0000095711985,0.0007807449],"genre_scores_gemma":[0.9991851,0.000011831606,0.00032678328,0.0004150825,0.00001884073,4.9848137e-7,0.000018144538,8.4831964e-7,0.000022867047],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994438,0.000092445116,0.00014129709,0.000084129635,0.00014750178,0.00009081314],"domain_scores_gemma":[0.9995733,0.00009470474,0.00009386903,0.0001692235,0.000057668254,0.000011246265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038540768,0.000047924997,0.00009327585,0.000028450879,0.0000262607,0.000002682922,0.00018794165,0.000021054777,0.000015241624],"category_scores_gemma":[0.000058946986,0.000033250068,0.000023930565,0.00023594571,0.000076221295,0.00006639862,0.0000074224836,0.000067800225,0.0000136180715],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012764409,0.00026786007,0.33699727,0.00052879425,0.00002593097,0.0000010309196,0.007331623,0.026326198,0.0040454664,0.0020792144,0.009802117,0.6124668],"study_design_scores_gemma":[0.00022582151,0.00017443235,0.7835086,0.00011257379,0.000008215557,0.0000014721586,0.00037793713,0.16756806,0.015422734,0.03080692,0.0016781611,0.0001151005],"about_ca_topic_score_codex":0.012374851,"about_ca_topic_score_gemma":0.000039467308,"teacher_disagreement_score":0.6123517,"about_ca_system_score_codex":0.0000019764861,"about_ca_system_score_gemma":0.00002675916,"threshold_uncertainty_score":0.99420184},"labels":[],"label_agreement":null},{"id":"W2094196067","doi":"10.1190/1.1707056","title":"Least-squares inversion of in-situ sonic <i>Q</i> measurements: Stability and resolution","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Attenuation; Logarithm; Waveform; Resolution (logic); Inversion (geology); Least-squares function approximation; Acoustics; Geology; Inverse transform sampling; Stability (learning theory); Mathematics; Physics; Optics; Statistics; Mathematical analysis; Computer science; Seismology; Telecommunications","score_opus":0.027582976858295985,"score_gpt":0.21130975701745494,"score_spread":0.18372678015915894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094196067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99663454,0.00024552815,0.00028171003,0.0002795134,0.00006964205,0.00008929594,0.000008579787,0.000033998367,0.0023572044],"genre_scores_gemma":[0.9988694,0.00005134792,0.0007620747,0.00027570373,0.000015885622,3.302078e-7,0.000018179919,0.0000014681373,0.000005613251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993428,0.000038419847,0.00013183671,0.00015416187,0.00018850953,0.0001442883],"domain_scores_gemma":[0.99972516,0.000019471981,0.00005230396,0.00012874982,0.000036866815,0.000037449037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023177642,0.00007072886,0.000107114865,0.000047080815,0.00005087121,0.000010024972,0.00007715399,0.00003535305,0.000027419643],"category_scores_gemma":[0.0000210054,0.0000648681,0.000026073438,0.00015530696,0.00010519444,0.000207752,0.000012368538,0.00008432104,0.000017045859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021738544,0.00021980506,0.7478978,0.0002451154,0.000022942957,0.000005848577,0.0022667558,0.0016699843,0.024802316,0.00057476957,0.0011683232,0.22090897],"study_design_scores_gemma":[0.0020513583,0.0006158388,0.65517634,0.00028730958,0.000032193428,0.0000048810575,0.0012294658,0.006066196,0.2522463,0.080034755,0.0017599949,0.00049538235],"about_ca_topic_score_codex":0.008094898,"about_ca_topic_score_gemma":0.00032932224,"teacher_disagreement_score":0.22744398,"about_ca_system_score_codex":0.000013230544,"about_ca_system_score_gemma":0.00004374214,"threshold_uncertainty_score":0.9985103},"labels":[],"label_agreement":null},{"id":"W2094410207","doi":"10.1155/2011/689041","title":"Seismic Waveform Inversion by Stochastic Optimization","year":2011,"lang":"en","type":"article","venue":"International Journal of Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Petrobras; BG Group; ConocoPhillips; Chevron; BP","keywords":"Waveform; Inversion (geology); Speedup; Computer science; Stochastic optimization; Algorithm; Seismic inversion; Mathematical optimization; Mathematics; Geology","score_opus":0.013129712112590104,"score_gpt":0.20427890397675366,"score_spread":0.19114919186416357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094410207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49726924,0.0001698658,0.48681352,0.0010533064,0.0035841514,0.0001000183,0.000078739125,0.000070456495,0.010860705],"genre_scores_gemma":[0.9937407,0.000058170703,0.004781526,0.0010554177,0.00017278251,7.829577e-8,0.000038260547,0.0000029826776,0.00015008182],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992363,0.000018804882,0.00021950823,0.0000723927,0.00035735476,0.000095640695],"domain_scores_gemma":[0.99934775,0.000027241487,0.00024652018,0.00005712884,0.00025889796,0.00006249476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012718764,0.00007453279,0.00009087388,0.0001098295,0.00003874784,0.000027609505,0.0003379032,0.000032519296,0.0007102345],"category_scores_gemma":[0.000024118188,0.000060873615,0.00006919551,0.000071330964,0.000045720746,0.00048241587,0.000011771216,0.00012796812,0.00006106386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006950034,0.00038665347,0.034886535,0.000018161478,0.00047088132,0.00011377746,0.0033043984,0.17294224,0.00044124475,0.00029174268,0.1843293,0.60212004],"study_design_scores_gemma":[0.00081702543,0.00040004222,0.0049363314,0.000100989535,0.000042803942,0.00016138714,0.0004034639,0.97316015,0.0048063556,0.007932233,0.0069642887,0.00027494208],"about_ca_topic_score_codex":0.0007490309,"about_ca_topic_score_gemma":8.798886e-7,"teacher_disagreement_score":0.80021787,"about_ca_system_score_codex":0.000014444609,"about_ca_system_score_gemma":0.00004067389,"threshold_uncertainty_score":0.777657},"labels":[],"label_agreement":null},{"id":"W2094532352","doi":"10.1190/1.1897028","title":"Refraction across an angular unconformity between nonparallel TI media","year":2005,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Snell's law; Isotropy; Refraction; Ellipse; Anisotropy; Transverse isotropy; Physics; Unconformity; Optics; Geometry; Wavefront; Geology; Mathematics","score_opus":0.020924847958547804,"score_gpt":0.25980278749641217,"score_spread":0.23887793953786438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094532352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935575,0.000047912974,0.0007234277,0.00040972722,0.00018914383,0.00006816727,0.000099029596,0.00022199913,0.0046830773],"genre_scores_gemma":[0.9940015,0.00002466374,0.0030421715,0.0013128531,0.0008448723,5.078039e-7,0.00044437716,0.0000038696903,0.0003251846],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999131,0.000030318768,0.00014292165,0.00019509182,0.00021859637,0.00028207287],"domain_scores_gemma":[0.9994861,0.000049293223,0.00006833147,0.00023959661,0.00004086094,0.000115834024],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021869937,0.000111692934,0.00013054705,0.000025635714,0.0001927002,0.00005743505,0.00019411514,0.000070800255,0.00033459804],"category_scores_gemma":[0.000013997622,0.00009902535,0.00004792675,0.0001305352,0.00006983158,0.0007911216,0.000011163701,0.0001721593,0.00091558904],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010598799,0.000014572249,0.046788346,0.000004380615,0.000007855484,0.0000018554313,0.0006668283,0.00012903112,0.00003445218,0.000024760568,0.0049660015,0.94735134],"study_design_scores_gemma":[0.00040137558,0.00017916597,0.5864341,0.0000158793,0.00002547255,0.000007492403,0.0006297849,0.019530233,0.0055787177,0.0066614468,0.3800534,0.00048291867],"about_ca_topic_score_codex":0.0046462207,"about_ca_topic_score_gemma":0.00019733212,"teacher_disagreement_score":0.9468684,"about_ca_system_score_codex":0.000007842625,"about_ca_system_score_gemma":0.000025806045,"threshold_uncertainty_score":0.9998623},"labels":[],"label_agreement":null},{"id":"W2095530356","doi":"10.1190/1.1817184","title":"AVO before NMO","year":2002,"lang":"vi","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Computer science","score_opus":0.021445971312129188,"score_gpt":0.19971464405799988,"score_spread":0.1782686727458707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095530356","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047654495,0.0040535205,0.00031213902,0.014792475,0.0014439306,0.0002075244,0.000071864226,0.0005761324,0.93088794],"genre_scores_gemma":[0.87052226,0.0006511086,0.0014253288,0.01196416,0.00025012647,4.4936812e-7,0.00002687764,0.0000056138915,0.11515405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871105,0.000057505906,0.0002206264,0.0003095927,0.00027180384,0.00042941948],"domain_scores_gemma":[0.9993871,0.00004472493,0.00005681473,0.00029246073,0.000031800737,0.0001871077],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019845883,0.00018226399,0.00017354685,0.00011060195,0.00023546921,0.00011448751,0.00030872485,0.000118629934,0.16015144],"category_scores_gemma":[0.000028578228,0.00014404731,0.000099711404,0.00023145213,0.00015660026,0.00028752684,0.000019576302,0.00022274669,0.01694868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002243877,0.000019835572,0.021946587,0.000012258304,0.00000923992,0.000014662222,0.00038124793,0.0000062676077,0.000001674423,0.00013104682,0.6380515,0.3394234],"study_design_scores_gemma":[0.00014238272,0.00023516211,0.0033023406,0.000032088123,0.000015863901,0.000028094373,0.00025927546,0.21047916,0.0004368518,0.0007622475,0.7840898,0.00021674574],"about_ca_topic_score_codex":0.0052485405,"about_ca_topic_score_gemma":0.000070106194,"teacher_disagreement_score":0.8228678,"about_ca_system_score_codex":0.0000061409933,"about_ca_system_score_gemma":0.000011879745,"threshold_uncertainty_score":0.98381674},"labels":[],"label_agreement":null},{"id":"W2095593636","doi":"","title":"The Phase Shift Time Stepping Equation and the Marmousi Data Set","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fourier transform; Algorithm; Set (abstract data type); Constant (computer programming); Computer science; Fidelity; Phase (matter); Applied mathematics; Mathematical analysis; Time stepping; Wave equation; Fourier analysis; Finite difference; Discrete Fourier transform (general); Mathematics; Calculus (dental); Short-time Fourier transform; Physics","score_opus":0.041770501376789754,"score_gpt":0.26700933710773883,"score_spread":0.22523883573094908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095593636","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22256322,0.0074240863,0.04180402,0.35160226,0.00078269286,0.0019432069,0.0003958825,0.0013586973,0.37212592],"genre_scores_gemma":[0.9898313,0.00017464337,0.0006113155,0.007979501,0.000052400614,1.8043097e-7,0.00017726664,8.703749e-7,0.0011725038],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994813,0.00007521158,0.0000909592,0.00012344567,0.0001161247,0.00011293477],"domain_scores_gemma":[0.9993733,0.0002630817,0.000031861724,0.00029699446,0.00000831112,0.000026458776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009094086,0.000051281186,0.00005296434,0.000015384909,0.00033666045,0.00014240471,0.00031049427,0.000016161082,0.00037870873],"category_scores_gemma":[0.000057820096,0.000022718643,0.000010421649,0.000060704308,0.000109059576,0.00021544554,0.000017710905,0.00006481146,0.00010476001],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006703307,0.0000044437234,0.00034257778,9.925789e-7,0.000005451381,9.885268e-7,0.00019545197,0.0000070829915,0.00000975014,0.0005825586,0.12506376,0.87371993],"study_design_scores_gemma":[0.00069081894,0.00007009523,0.0019911241,0.0000061731794,0.000011898824,0.0000072415155,0.00016646109,0.83795595,0.00011461824,0.009937113,0.14896773,0.00008076557],"about_ca_topic_score_codex":0.0011337998,"about_ca_topic_score_gemma":0.000017920347,"teacher_disagreement_score":0.87363917,"about_ca_system_score_codex":8.137008e-7,"about_ca_system_score_gemma":0.000011613499,"threshold_uncertainty_score":0.4146595},"labels":[],"label_agreement":null},{"id":"W2095850428","doi":"10.1111/j.1365-2478.2005.00506.x","title":"Mapping the geometry of an aquifer system with a high‐resolution reflection seismic profile","year":2005,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Borehole; Seismology; Economic geology; Regional geology; Reflection (computer programming); Stratigraphy; Synthetic seismogram; Engineering geology; Attenuation; Infill; Seismic to simulation; Environmental geology; Aquifer; Seismic noise; Vertical seismic profile; Inversion (geology); Seismic inversion; Paleontology; Tectonics; Geometry; Geotechnical engineering; Volcanism; Optics","score_opus":0.013380739168484772,"score_gpt":0.21091128620781396,"score_spread":0.19753054703932918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095850428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914212,0.000051080537,0.0039113783,0.00037603424,0.00010227343,0.00024658674,0.00000776208,0.0002773066,0.0036063362],"genre_scores_gemma":[0.9947734,0.0000015151717,0.004405431,0.00023006475,0.00041445743,0.000003949864,0.000020875375,0.000005458362,0.00014485704],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898213,0.00006810495,0.00018976943,0.0002473646,0.00026563214,0.00024702164],"domain_scores_gemma":[0.9994826,0.00005493521,0.00014466395,0.00020775857,0.000062288855,0.00004780258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032910155,0.00011286723,0.00015001869,0.00008430852,0.00033320487,0.000044166456,0.0001541586,0.00004220929,0.000055501496],"category_scores_gemma":[0.000018326326,0.00007039658,0.00003946711,0.00047122457,0.000090105954,0.0003380628,0.000012601906,0.00022148184,0.000071185445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005191374,0.00033344855,0.07838689,0.00051437324,0.00015938036,0.000020437354,0.0048891325,0.039063495,0.009376076,0.0029299667,0.0027854296,0.86102223],"study_design_scores_gemma":[0.00030592404,0.00044407745,0.08430501,0.00015622326,0.000014953533,0.00005982249,0.0021413688,0.8922563,0.018380033,0.0004395031,0.0012619402,0.00023484042],"about_ca_topic_score_codex":0.006696745,"about_ca_topic_score_gemma":0.000041097723,"teacher_disagreement_score":0.8607874,"about_ca_system_score_codex":0.000025381547,"about_ca_system_score_gemma":0.00002508976,"threshold_uncertainty_score":0.99991775},"labels":[],"label_agreement":null},{"id":"W2095875725","doi":"","title":"Gabor deconvolution: surface-consistent and iterative","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deconvolution; Blind deconvolution; Algorithm; Wiener deconvolution; Mathematics; Computer science; Set (abstract data type)","score_opus":0.021143599832960016,"score_gpt":0.20346366265132942,"score_spread":0.1823200628183694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095875725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9399393,0.00069728825,0.0004580229,0.0010280785,0.000105905514,0.00005928665,0.000009954861,0.00012695946,0.057575192],"genre_scores_gemma":[0.9882857,0.00020572123,0.0058558085,0.0023074343,0.000019004165,1.2895907e-7,0.000011587458,8.518388e-7,0.0033137295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99960446,0.000022671891,0.00007489983,0.00012120126,0.00007198949,0.00010474637],"domain_scores_gemma":[0.9997894,0.00004171712,0.000016712722,0.00006571842,0.000026727632,0.00005970612],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006794168,0.000056198474,0.00006647227,0.000023706469,0.00015889727,0.000017913675,0.000041144853,0.00002199244,0.002025372],"category_scores_gemma":[0.000010479555,0.00004189845,0.000017184242,0.00005666201,0.00012006238,0.00015534843,0.000004471952,0.000044745484,0.00015076724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014645091,0.000008798067,0.8538129,0.0000050839303,0.000010975511,0.000025334175,0.0004971331,0.000041375377,0.000041518193,0.00022447502,0.12473675,0.020581014],"study_design_scores_gemma":[0.00050816283,0.00024777115,0.6578558,0.000021506077,0.000011207585,0.0005635022,0.0005617712,0.092275344,0.0070619606,0.0013516342,0.23912652,0.00041480095],"about_ca_topic_score_codex":0.0017659034,"about_ca_topic_score_gemma":0.000027071146,"teacher_disagreement_score":0.19595708,"about_ca_system_score_codex":0.0000015796614,"about_ca_system_score_gemma":0.00001915224,"threshold_uncertainty_score":0.9988869},"labels":[],"label_agreement":null},{"id":"W2096511900","doi":"10.1111/1365-2478.12147","title":"Effect of oil composition on fluid substitution in heavy oil reservoirs","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Viscosity; Elastic modulus; Viscoelasticity; Thermodynamics; Geology; Mineralogy; Materials science; Physics","score_opus":0.0072288022751746134,"score_gpt":0.22282583641144282,"score_spread":0.2155970341362682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096511900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830107,0.000020889502,0.000054703047,0.00019430467,0.00014273069,0.00003482428,0.000003081042,0.00009268039,0.016446084],"genre_scores_gemma":[0.999427,0.00000612608,0.00017768177,0.0001555234,0.00012364109,0.0000015137205,0.000025954314,0.0000027705653,0.000079795136],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905133,0.00016124037,0.00017136672,0.00021285008,0.000205979,0.000197237],"domain_scores_gemma":[0.99943125,0.00029705898,0.00006683363,0.00014254077,0.000021184474,0.000041105326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005907363,0.00010112282,0.00018667949,0.000079406636,0.00010927712,0.000019980056,0.0001070241,0.000043339896,0.0000347504],"category_scores_gemma":[0.00011532894,0.00008177874,0.0000534903,0.00021579562,0.00007638837,0.00013106682,0.000009173192,0.00019099703,0.000100809455],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007905596,0.0001227099,0.106703974,0.0003675467,0.000010323848,0.00000809242,0.00029423533,0.0036239321,0.012902057,0.0018323989,0.0004511959,0.872893],"study_design_scores_gemma":[0.0014661785,0.0030543148,0.087551944,0.0007589192,0.00002115914,0.000008812878,0.00003919898,0.3281457,0.5742537,0.003127058,0.0011204644,0.00045254105],"about_ca_topic_score_codex":0.0032912565,"about_ca_topic_score_gemma":0.000016988315,"teacher_disagreement_score":0.87244046,"about_ca_system_score_codex":0.00001214573,"about_ca_system_score_gemma":0.000007500943,"threshold_uncertainty_score":0.49754173},"labels":[],"label_agreement":null},{"id":"W2097130555","doi":"10.1190/tle34050548.1","title":"A refraction method to detect reservoir velocity and anisotropy","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"BG Group; ConocoPhillips","keywords":"Anisotropy; Geology; Reflection (computer programming); Refraction; Azimuth; Amplitude; Seismology; Economic geology; Seismic migration; Mineralogy; Geophysics; Geodesy; Optics; Tectonics; Physics","score_opus":0.0536832710274565,"score_gpt":0.3021308414200379,"score_spread":0.24844757039258136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097130555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7867074,0.0008107125,0.14294499,0.021522371,0.00094398804,0.0004303634,0.00001793717,0.0006470224,0.04597522],"genre_scores_gemma":[0.8978888,0.000026009326,0.09389642,0.005120917,0.0002231526,0.0000016491729,0.0000063351436,0.0000051036423,0.0028316143],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993679,0.00014537422,0.000073893214,0.0001405632,0.00012196059,0.00015033674],"domain_scores_gemma":[0.99955916,0.00012896635,0.000028220467,0.00014968452,0.00003086874,0.00010311184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010677932,0.00006462608,0.0000826908,0.000052290503,0.00014472035,0.00005229227,0.00014456693,0.000032001033,0.00004346171],"category_scores_gemma":[0.00014532478,0.000042255127,0.000015871032,0.0001541458,0.00003712924,0.00012826959,0.000017928036,0.00012782078,0.00037159846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009653945,0.0000028514612,0.0048795724,0.0000070451965,0.000008724091,0.0000043921887,0.0016024993,0.0001817597,0.0005568199,0.0000695059,0.27456784,0.71802247],"study_design_scores_gemma":[0.00025643618,0.00030881597,0.0121390475,0.000030679723,0.000018550316,0.000069863025,0.00059966405,0.03636911,0.01696506,0.014264378,0.91875535,0.00022302502],"about_ca_topic_score_codex":0.0030506281,"about_ca_topic_score_gemma":0.00005012537,"teacher_disagreement_score":0.7177994,"about_ca_system_score_codex":0.000009509064,"about_ca_system_score_gemma":0.000020619611,"threshold_uncertainty_score":0.47762707},"labels":[],"label_agreement":null},{"id":"W2097514590","doi":"10.1785/0120110016","title":"Resolution of Seismic-Moment Tensor Inversions from a Single Array of Receivers","year":2011,"lang":"en","type":"article","venue":"Bulletin of the Seismological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Moment tensor; Geology; Moment (physics); Tensor (intrinsic definition); Seismology; Seismic array; Geodesy; Resolution (logic); Mathematics; Geometry; Physics; Computer science; Classical mechanics; Artificial intelligence","score_opus":0.030462502926386574,"score_gpt":0.1946630818271455,"score_spread":0.16420057890075893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097514590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9085112,0.0008851734,0.017467199,0.041668404,0.0004944666,0.0007184646,0.00066676136,0.00013876798,0.02944955],"genre_scores_gemma":[0.9114258,0.00024413253,0.080045804,0.007910009,0.000013787819,6.69606e-7,0.000017355147,0.0000031633617,0.00033924816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988244,0.00015284168,0.00037233494,0.00019196892,0.0002848022,0.00017364282],"domain_scores_gemma":[0.9988578,0.00018766374,0.0005359328,0.00027459982,0.00009285086,0.000051174586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022592203,0.00011447216,0.00033673138,0.000023462835,0.00007111403,0.0000016467421,0.00043247736,0.000091182425,0.002836841],"category_scores_gemma":[0.00008154105,0.00007467946,0.00036696586,0.0001886702,0.001243224,0.000018939701,0.0000523094,0.00014062139,0.0000130670915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004902795,0.00068731577,0.052524477,0.00011409778,0.00026002666,0.0000011457207,0.004673336,0.0009405269,0.008982786,0.000024858064,0.8726717,0.058629446],"study_design_scores_gemma":[0.0005562772,0.001301848,0.05181215,0.00020985196,0.00010738068,0.0000032742425,0.0055957283,0.004093927,0.14010376,0.002305946,0.7936559,0.00025401718],"about_ca_topic_score_codex":0.08519479,"about_ca_topic_score_gemma":3.8239068e-7,"teacher_disagreement_score":0.13112096,"about_ca_system_score_codex":0.000009050331,"about_ca_system_score_gemma":0.000025901782,"threshold_uncertainty_score":0.9980747},"labels":[],"label_agreement":null},{"id":"W2097575254","doi":"10.1190/tle33020122.1","title":"Observing fracture lineaments with Euler curvature","year":2014,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Curvature; Azimuth; Geology; Lineament; Geometry; Perpendicular; Euler's formula; Oblique case; Geodesy; Tectonics; Seismology; Mathematical analysis; Mathematics","score_opus":0.015324321145087536,"score_gpt":0.21735048103546145,"score_spread":0.20202615989037392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097575254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75396264,0.0014808729,0.021293448,0.034739718,0.0021204778,0.00048971444,0.000021804111,0.0013312509,0.18456009],"genre_scores_gemma":[0.9823704,0.000012582683,0.0014692694,0.013377705,0.0002798675,4.9915064e-7,0.000021466662,0.000004756407,0.002463467],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937594,0.000058239675,0.0000729337,0.00014466837,0.00014895899,0.00019924084],"domain_scores_gemma":[0.99950314,0.0001492577,0.000047787038,0.00023316943,0.000021071932,0.000045555422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029435707,0.00009957952,0.00009673838,0.000029911458,0.00019758778,0.00006431438,0.00029168298,0.00004837983,0.00033103157],"category_scores_gemma":[0.00004308542,0.00005154823,0.000025460204,0.00012057465,0.00006289165,0.00012580752,0.0000096865815,0.00025944118,0.00046235125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051468047,0.000015145742,0.2533055,0.000032437223,0.000042601594,0.0000058152655,0.0016352056,0.0013072556,0.00012946823,0.0001271383,0.5462481,0.19709988],"study_design_scores_gemma":[0.00014150828,0.000077643366,0.031351067,0.00007266898,0.000017875718,0.000014105684,0.00006901667,0.02408963,0.0016646557,0.00067222235,0.941668,0.00016161507],"about_ca_topic_score_codex":0.000478239,"about_ca_topic_score_gemma":0.000021365588,"teacher_disagreement_score":0.3954199,"about_ca_system_score_codex":0.0000029557934,"about_ca_system_score_gemma":0.000009977391,"threshold_uncertainty_score":0.5942744},"labels":[],"label_agreement":null},{"id":"W2097846443","doi":"10.1190/1.3223313","title":"Detecting near-surface objects with seismic waveform tomography","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Geoscience BC; Manitoba Hydro; Western University","funders":"","keywords":"Tomography; Waveform; Geology; Offset (computer science); Attenuation; Seismology; Seismic tomography; Geophysical imaging; Geodesy; Computer science; Optics; Physics; Telecommunications","score_opus":0.006023739202277585,"score_gpt":0.18273383896498605,"score_spread":0.17671009976270846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097846443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979541,0.000099057375,0.0008465662,0.0003095961,0.00010738685,0.000105536856,0.0000088383,0.00033107057,0.018650934],"genre_scores_gemma":[0.99072653,0.000012084632,0.0057867914,0.00319676,0.00007040158,1.8884599e-7,0.000022153758,0.0000038359594,0.00018124605],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991071,0.00001994277,0.00010729767,0.00022381032,0.00021449674,0.00032733358],"domain_scores_gemma":[0.9995691,0.000033647288,0.00006317501,0.00021171416,0.000038339876,0.0000839891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010362497,0.00014510346,0.00013418608,0.000024274323,0.00026684432,0.00009257861,0.00016454766,0.00004272345,0.00007412356],"category_scores_gemma":[0.000005485418,0.000110103276,0.000058203907,0.00040221628,0.00007144485,0.00026983753,0.000005214533,0.00018189513,0.00015720844],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000781193,0.00004332215,0.042441,0.000019989779,0.000028386256,0.00003599334,0.0011451801,0.0050294986,0.0004270616,0.000041187504,0.002596606,0.9481137],"study_design_scores_gemma":[0.0013052741,0.00307219,0.42899656,0.00023348993,0.000095739095,0.00014688271,0.0016076266,0.4573532,0.044475976,0.02862125,0.032309424,0.0017823937],"about_ca_topic_score_codex":0.0020034898,"about_ca_topic_score_gemma":0.000018054323,"teacher_disagreement_score":0.94633126,"about_ca_system_score_codex":0.000003964481,"about_ca_system_score_gemma":0.00003977838,"threshold_uncertainty_score":0.44898814},"labels":[],"label_agreement":null},{"id":"W2097893949","doi":"10.1190/1.2744124","title":"VSP wavefield separation: Wave-by-wave optimization approach","year":2007,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Virtual Materials Group (Canada)","funders":"","keywords":"Wavelet; Amplitude; Algorithm; Seismic wave; Geology; Noise (video); Nonlinear system; Event (particle physics); Acoustics; Computer science; Seismology; Physics; Optics; Artificial intelligence","score_opus":0.01844858216448703,"score_gpt":0.21804092583207446,"score_spread":0.19959234366758744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097893949","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037051518,0.0001777038,0.77055514,0.00037805052,0.0004082261,0.00020155433,0.000035313788,0.00029925874,0.19089322],"genre_scores_gemma":[0.9458878,0.000049193906,0.0475168,0.0030710858,0.0002885336,8.3360015e-7,0.00074848876,0.0000058425044,0.0024314355],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991841,0.00002082908,0.0001511905,0.00020204867,0.00020315098,0.0002387324],"domain_scores_gemma":[0.999602,0.000048571186,0.000060719245,0.00017197235,0.00004403009,0.00007271363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022660069,0.00010860249,0.00010236127,0.00004275812,0.0001475372,0.000049756454,0.00008358434,0.00007268385,0.00042611736],"category_scores_gemma":[0.000010185804,0.00009829292,0.00004445479,0.00020714372,0.000049190083,0.00024161773,0.000008263089,0.00012616756,0.000083317835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012508768,0.00018655603,0.005914188,0.000069349386,0.000060008086,0.000032149725,0.0015069542,0.035944216,0.00030858308,0.001679368,0.35696256,0.59721094],"study_design_scores_gemma":[0.00022465906,0.0001121513,0.0019492881,0.00000949911,0.00001606762,0.000018274199,0.0002507621,0.96405315,0.0053863875,0.0011139419,0.02654593,0.000319899],"about_ca_topic_score_codex":0.00076070224,"about_ca_topic_score_gemma":0.000003615271,"teacher_disagreement_score":0.92810893,"about_ca_system_score_codex":0.0000047989506,"about_ca_system_score_gemma":0.000019193156,"threshold_uncertainty_score":0.46656862},"labels":[],"label_agreement":null},{"id":"W2097935747","doi":"10.1190/1.3484195","title":"Seismic data interpolation by greedy local Radon transform","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ATCO (Canada)","funders":"","keywords":"Algorithm; Radon transform; Interpolation (computer graphics); Radon; Computer science; Inversion (geology); Mathematics; Mathematical optimization; Image (mathematics); Artificial intelligence; Geology","score_opus":0.011640919092082145,"score_gpt":0.21531700405193105,"score_spread":0.2036760849598489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097935747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81376386,0.00014919123,0.15766789,0.0035549677,0.0018896551,0.0003129043,0.000968396,0.0005524657,0.021140674],"genre_scores_gemma":[0.99569046,0.000019263716,0.0010421636,0.0013351808,0.00013013568,3.0767748e-7,0.0014602569,0.00000373665,0.00031851223],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930704,0.0000147669,0.00011516038,0.00022530407,0.00015433294,0.00018338743],"domain_scores_gemma":[0.99945545,0.000032306896,0.00003682515,0.00039285322,0.000018264533,0.00006431753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014802074,0.00009693197,0.000089593756,0.000029901787,0.00009619503,0.00004211719,0.00041772236,0.000058636448,0.00050313823],"category_scores_gemma":[0.000006845034,0.00008454962,0.0000270408,0.000106271786,0.00010779227,0.00048173207,0.000016894077,0.00026019552,0.00036691586],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012624925,0.000014365258,0.0037171568,0.000007351724,0.0000062963104,0.000001022824,0.000115058116,0.000016009022,0.00064322114,0.000030381816,0.107665755,0.8877708],"study_design_scores_gemma":[0.00014673329,0.00005586329,0.003089559,0.000007394523,0.000011416096,0.0000073584424,0.00010392583,0.7846282,0.0023612303,0.0041432045,0.20527838,0.00016674346],"about_ca_topic_score_codex":0.008863225,"about_ca_topic_score_gemma":0.00014564891,"teacher_disagreement_score":0.887604,"about_ca_system_score_codex":0.000001584008,"about_ca_system_score_gemma":0.0000259493,"threshold_uncertainty_score":0.9977368},"labels":[],"label_agreement":null},{"id":"W2098065241","doi":"10.1111/j.1365-246x.2011.05044.x","title":"Forward and adjoint simulations of seismic wave propagation on fully unstructured hexahedral meshes","year":2011,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":354,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Polygon mesh; Hexahedron; Finite element method; Domain decomposition methods; Mesh generation; Computational science; Computer science; Wave propagation; Algorithm; Physics; Structural engineering; Engineering","score_opus":0.023213388233467868,"score_gpt":0.22039912700009187,"score_spread":0.197185738766624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098065241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879075,0.000018333896,0.0037772153,0.0007849441,0.00049572624,0.00007618939,0.000059001963,0.000030052244,0.0068509853],"genre_scores_gemma":[0.9962611,0.0000147137025,0.0028131646,0.00054378324,0.00019593892,2.6325944e-7,0.00003338263,0.0000027929186,0.00013483515],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999198,0.00003997342,0.00022383605,0.00012512994,0.00029463766,0.0001184053],"domain_scores_gemma":[0.99952024,0.000056582303,0.00015015298,0.00006608473,0.00012763363,0.000079312806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099190715,0.000092242335,0.0001144271,0.00012444206,0.00009023578,0.000036139987,0.00012498916,0.0000304506,0.00084685895],"category_scores_gemma":[0.00004537187,0.00006965208,0.00006605075,0.00006343061,0.00009957592,0.00027084383,0.000012164954,0.00018413247,0.00001957523],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011897206,0.0003795157,0.10121541,0.000044566725,0.00044333684,0.000096651,0.004078128,0.006860034,0.0028409702,0.0120549435,0.008363102,0.8624336],"study_design_scores_gemma":[0.00070972735,0.0006108888,0.40569147,0.000098157536,0.000035278947,0.00023983378,0.00023107596,0.47930083,0.016564876,0.09224847,0.0040083993,0.00026098604],"about_ca_topic_score_codex":0.0003393262,"about_ca_topic_score_gemma":0.000006350457,"teacher_disagreement_score":0.86217266,"about_ca_system_score_codex":0.000008254056,"about_ca_system_score_gemma":0.000030162704,"threshold_uncertainty_score":0.92725116},"labels":[],"label_agreement":null},{"id":"W2098171684","doi":"","title":"Empirical Mode Decomposition Based Instantaneous Spectral Analysis and its Applications to Heterogeneous Petrophysical Model Construction","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hilbert–Huang transform; Wavelet transform; Fourier transform; S transform; Harmonic wavelet transform; Hilbert spectral analysis; Algorithm; Time–frequency analysis; Instantaneous phase; Mathematics; Wavelet; Computer science; Discrete wavelet transform; Mathematical analysis; Artificial intelligence; White noise; Statistics","score_opus":0.014664761798456358,"score_gpt":0.2976143217689316,"score_spread":0.2829495599704752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098171684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6118967,0.000019745456,0.38474894,0.0011907973,0.0000110979845,0.00013783084,0.000041378054,0.00015791407,0.0017955897],"genre_scores_gemma":[0.94741094,0.000010630175,0.04870442,0.0037259632,0.00002726165,0.0000017268009,0.00008616988,0.0000015637613,0.000031310603],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992477,0.00002520331,0.00013811131,0.00026934702,0.00015109747,0.00016850836],"domain_scores_gemma":[0.9996332,0.0000318055,0.000027485088,0.00012083013,0.000032924017,0.00015373949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003967199,0.00010266015,0.00014303687,0.00021175138,0.00014095727,0.000050329356,0.00008223015,0.000041267576,0.00014908802],"category_scores_gemma":[0.000004172824,0.00009017904,0.000067331865,0.00040516612,0.000030737996,0.00009076334,0.0000035781022,0.00007395201,0.00003508173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020979432,0.0001439191,0.016143905,0.000010011465,0.00009591099,0.00002748695,0.00012983933,0.77321255,0.004649702,0.00075858313,0.0011185218,0.2034998],"study_design_scores_gemma":[0.00007201919,0.00013768964,0.0026889055,0.000001860147,0.00006624868,0.000035780224,0.000009790347,0.98753726,0.007500369,0.001667693,0.00015720041,0.00012517397],"about_ca_topic_score_codex":0.0002149605,"about_ca_topic_score_gemma":0.000041643925,"teacher_disagreement_score":0.33604452,"about_ca_system_score_codex":0.000010755419,"about_ca_system_score_gemma":0.000022055783,"threshold_uncertainty_score":0.36773947},"labels":[],"label_agreement":null},{"id":"W2098393198","doi":"10.1111/j.1365-246x.2005.02750.x","title":"Accuracy and efficiency considerations for wide-angle wavefield extrapolators and scattering operators","year":2005,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Helmholtz equation; Propagator; Mathematical analysis; Mathematics; Wave propagation; Wave equation; Scalar (mathematics); Scattering; Exponential function; Plane wave; Geometry; Physics; Boundary value problem; Optics","score_opus":0.017386975201438566,"score_gpt":0.25278618453156365,"score_spread":0.2353992093301251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098393198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799518,0.00026212964,0.0039617256,0.013886077,0.00040354897,0.00009264208,0.00003231094,0.00003540612,0.0013743533],"genre_scores_gemma":[0.9897498,0.00009541939,0.0060985247,0.003543656,0.000387934,9.612951e-7,0.0000068784716,0.000002467256,0.000114374736],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999415,0.000017087137,0.00016203434,0.00013224891,0.00013795875,0.0001356637],"domain_scores_gemma":[0.9993201,0.00040954453,0.00005758198,0.00004358406,0.00006804828,0.0001011255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014016056,0.000079061196,0.00008382024,0.00007573738,0.00026362698,0.00023271677,0.00008201937,0.000028249287,0.00044048874],"category_scores_gemma":[0.0001745227,0.00006460551,0.00003996633,0.000031167252,0.00008212763,0.00044450152,0.000013688538,0.00013976824,0.000014368127],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008784017,0.00012926728,0.100137666,0.000019514737,0.00013485127,0.000023476106,0.0013904687,0.00080828846,0.0032330218,0.0052323006,0.06335461,0.8254487],"study_design_scores_gemma":[0.0022629194,0.00062924146,0.15137053,0.0001694671,0.000073275194,0.0015861784,0.0007503354,0.5557661,0.013920858,0.0613955,0.21114421,0.0009314006],"about_ca_topic_score_codex":0.00012695864,"about_ca_topic_score_gemma":0.000009768208,"teacher_disagreement_score":0.8245173,"about_ca_system_score_codex":0.0000054776956,"about_ca_system_score_gemma":0.000026478085,"threshold_uncertainty_score":0.48230428},"labels":[],"label_agreement":null},{"id":"W2098700706","doi":"10.1111/j.1365-2478.2010.00890.x","title":"Anelastic acoustic impedance and the correspondence principle","year":2010,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Attenuation; Electrical impedance; Acoustic impedance; Physics; Acoustics; Mathematical analysis; Boundary value problem; Dissipation; Optics; Mathematics; Quantum mechanics","score_opus":0.005469294462612438,"score_gpt":0.2163643751913525,"score_spread":0.21089508072874005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098700706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945405,0.000051693583,0.0008200754,0.00046866416,0.00040482855,0.00015763749,0.0000034378882,0.00014160262,0.0034115596],"genre_scores_gemma":[0.9980011,0.0000053347753,0.00073711714,0.00053483836,0.00023160841,0.000001939121,0.000001821993,0.0000028047405,0.00048341943],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926096,0.000032824195,0.00011111539,0.0002148493,0.00016078274,0.00021948353],"domain_scores_gemma":[0.9991701,0.00051373825,0.00005834399,0.00016924732,0.000027828626,0.00006074517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003522152,0.000091907445,0.00011611018,0.000020490217,0.000337294,0.00008552328,0.00017037096,0.00003159447,0.00017241988],"category_scores_gemma":[0.00043219217,0.00005597735,0.000032349184,0.00013138413,0.0003744928,0.00013619612,0.000027959999,0.0004220335,0.00014202345],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008363807,0.00009904103,0.47604832,0.00014665781,0.000051559928,0.00006766178,0.0035759094,0.00082545524,0.023902867,0.027235333,0.003212719,0.4639981],"study_design_scores_gemma":[0.00075095514,0.00010597472,0.268188,0.000030107607,0.000026873045,0.00010209453,0.00020792511,0.6932894,0.0023487655,0.0317975,0.002863693,0.000288705],"about_ca_topic_score_codex":0.0011100266,"about_ca_topic_score_gemma":0.000053786713,"teacher_disagreement_score":0.69246393,"about_ca_system_score_codex":0.000001586352,"about_ca_system_score_gemma":0.000019792613,"threshold_uncertainty_score":0.2594227},"labels":[],"label_agreement":null},{"id":"W2098761644","doi":"10.1016/j.wavemoti.2010.02.001","title":"Taylor expansion and discretization errors in Gaussian beam superposition","year":2010,"lang":"en","type":"article","venue":"Wave Motion","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Superposition principle; Beam (structure); Gaussian beam; Discretization; Gaussian; Taylor series; Mathematics; Mathematical analysis; M squared; Physics; Beam diameter; Optics; Quantum mechanics","score_opus":0.009581919692345996,"score_gpt":0.20338780502747283,"score_spread":0.19380588533512683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098761644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945039,0.000022860064,0.0028825793,0.0007455546,0.0002494946,0.000106130494,0.000008409919,0.00006613583,0.0014149267],"genre_scores_gemma":[0.99808,0.000020195595,0.0012709838,0.00028382873,0.000049391885,8.4426176e-7,0.00024963482,0.0000023183395,0.00004277459],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994982,0.000028032406,0.00010438301,0.00015768273,0.0001006016,0.00011113005],"domain_scores_gemma":[0.9998162,0.000013733769,0.000028036042,0.000082494735,0.000014170207,0.000045362947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017912705,0.00006590462,0.000060016508,0.000119706834,0.00007968498,0.000033105407,0.00003310902,0.00006598259,0.0003477054],"category_scores_gemma":[0.000024316902,0.00005637073,0.000013736127,0.00011335631,0.000049242728,0.00029423452,0.000004537067,0.00013389607,0.00002362783],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036250545,0.000037352092,0.36662012,0.000024444094,0.0000026686387,0.00000937353,0.0013469046,0.000117604985,0.029845899,0.00030143265,0.00072648335,0.60093147],"study_design_scores_gemma":[0.0002501208,0.00008450811,0.80560035,0.000028104765,0.000005536181,0.000024714218,0.0003672548,0.17101279,0.018949766,0.002613498,0.0009065782,0.00015675709],"about_ca_topic_score_codex":0.0020035647,"about_ca_topic_score_gemma":0.00031645014,"teacher_disagreement_score":0.6007747,"about_ca_system_score_codex":0.0000032461774,"about_ca_system_score_gemma":0.000004840992,"threshold_uncertainty_score":0.38071305},"labels":[],"label_agreement":null},{"id":"W2098805872","doi":"10.1071/aseg2012ab109","title":"Making sense of all that AVO stuff!","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Stack (abstract data type); Amplitude versus offset; Geology; Reflectivity; Offset (computer science); Seismic inversion; Computer science; Seismology; Amplitude; Remote sensing; Mathematics; Optics; Geometry; Physics","score_opus":0.06390512629038621,"score_gpt":0.2836993046627364,"score_spread":0.2197941783723502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098805872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9428866,0.0009432468,0.00008507048,0.00036792204,0.0005385595,0.00012150422,0.000043610915,0.00017501463,0.054838497],"genre_scores_gemma":[0.99557096,0.000056846686,0.0022570041,0.0017784823,0.0000985809,3.670144e-7,0.000039711438,0.0000044428184,0.00019360836],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989851,0.000043830623,0.0001971644,0.00014453579,0.0002588963,0.00037044488],"domain_scores_gemma":[0.9993769,0.000116561496,0.0001455771,0.00021455194,0.00002573619,0.000120673605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046168655,0.0001196381,0.00014569031,0.00008734255,0.000060777926,0.000021746579,0.00012232616,0.00006498216,0.0012376796],"category_scores_gemma":[0.000048572514,0.00009970909,0.00006305598,0.000077237164,0.00007178827,0.00039059878,0.00001180215,0.00014712877,0.00024376212],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057290854,0.00017134262,0.043504827,0.00005380717,0.000055779365,0.00006613158,0.00090752484,0.00017251313,0.0002449906,0.00024697752,0.045055926,0.90946287],"study_design_scores_gemma":[0.00018488683,0.000053809457,0.884003,0.00004658088,0.000023178554,0.000084452106,0.00039595176,0.00072594604,0.027036143,0.000843158,0.086401284,0.0002016081],"about_ca_topic_score_codex":0.0013768373,"about_ca_topic_score_gemma":0.000019534029,"teacher_disagreement_score":0.9092613,"about_ca_system_score_codex":0.0000039205793,"about_ca_system_score_gemma":0.000019537463,"threshold_uncertainty_score":0.99967533},"labels":[],"label_agreement":null},{"id":"W2099079532","doi":"10.1111/j.1365-2478.2011.01047.x","title":"Geostatistical traveltime tomography in elliptically anisotropic media","year":2012,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Anisotropy; Geology; Tomography; Covariance; Synthetic data; Seismic anisotropy; Geophysics; Hydrogeology; Seismology; Mineralogy; Algorithm; Optics; Computer science; Mathematics; Statistics; Physics; Geotechnical engineering","score_opus":0.010836067121003365,"score_gpt":0.21407776462471523,"score_spread":0.20324169750371185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099079532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98022044,0.00021338683,0.0028308718,0.0003589388,0.00042619676,0.00018589819,0.000021526183,0.0002495594,0.015493199],"genre_scores_gemma":[0.9870115,0.000006271225,0.012036166,0.0004847771,0.0003905975,0.0000015663347,0.000024193881,0.0000050414324,0.00003987267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986784,0.00005224561,0.0002154008,0.00022529847,0.0002469771,0.0005817209],"domain_scores_gemma":[0.9993435,0.0002792089,0.000040660412,0.00013206592,0.000020707734,0.00018386486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024863434,0.00013529662,0.0001883975,0.000094967785,0.00010173172,0.000039523686,0.00014030239,0.000058177513,0.0007112878],"category_scores_gemma":[0.0001454479,0.000115805764,0.000061948755,0.0003391808,0.00012221708,0.00026244388,0.000014812076,0.00030767597,0.0005359019],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021584006,0.00009700566,0.85976195,0.000015303625,0.0000069884823,0.00001331669,0.00066060683,0.000006310493,0.0001449316,0.005709249,0.00064454746,0.1329182],"study_design_scores_gemma":[0.00019614419,0.000071367416,0.970576,0.000021475153,0.000008405698,0.00000983172,0.00015668359,0.011137533,0.00071893836,0.015946109,0.00094777084,0.00020975052],"about_ca_topic_score_codex":0.0019022326,"about_ca_topic_score_gemma":0.000029523702,"teacher_disagreement_score":0.13270845,"about_ca_system_score_codex":0.000008200146,"about_ca_system_score_gemma":0.000014668936,"threshold_uncertainty_score":0.7788102},"labels":[],"label_agreement":null},{"id":"W2099384919","doi":"10.3997/2214-4609.201401971","title":"Spherical-Wave Computational AVO Modelling in Elastic and Anelastic Isotropic Two-Layer Media","year":2007,"lang":"en","type":"article","venue":"69th EAGE Conference and Exhibition incorporating SPE EUROPEC 2007","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Isotropy; Scaling; Reflection (computer programming); Computational physics; Physics; Layer (electronics); Mechanics; Optics; Materials science; Geometry; Mathematics; Composite material; Computer science","score_opus":0.04420682714805565,"score_gpt":0.23594456617419057,"score_spread":0.19173773902613492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099384919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53661436,0.00018559002,0.45201662,0.00015019806,0.0002194823,0.00012948638,0.000017993205,0.00009181802,0.010574432],"genre_scores_gemma":[0.962446,0.000059226655,0.036382332,0.0007744818,0.00015574472,5.6138197e-7,0.00009833724,0.0000073254205,0.00007601592],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856573,0.00008700609,0.0004247512,0.00037165385,0.00024832433,0.00030251246],"domain_scores_gemma":[0.9990935,0.0003889328,0.0001643098,0.00009674832,0.000095887575,0.00016063763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005553108,0.00018866772,0.00020752083,0.00017023218,0.00017388097,0.00012841189,0.00007328389,0.000063390726,0.000628948],"category_scores_gemma":[0.00009329881,0.00017471064,0.000022192517,0.00023682253,0.00022271794,0.00031473555,0.000024380784,0.0002953159,0.000091994414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045368023,0.00018675171,0.45085353,0.0002602172,0.000041965017,0.001453983,0.003925254,0.23645253,0.0011465537,0.008532561,0.003586355,0.29310662],"study_design_scores_gemma":[0.00068214897,0.00015081164,0.037907157,0.00019855512,0.000013199957,0.00008508012,0.00050918345,0.9454314,0.00020922748,0.01381756,0.0006576022,0.00033809117],"about_ca_topic_score_codex":0.0008425919,"about_ca_topic_score_gemma":0.00011034247,"teacher_disagreement_score":0.70897883,"about_ca_system_score_codex":0.0000092584505,"about_ca_system_score_gemma":0.000049259725,"threshold_uncertainty_score":0.7124493},"labels":[],"label_agreement":null},{"id":"W2099474543","doi":"10.1190/1.1487072","title":"The Hartley transform in seismic imaging","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hartley transform; Fast Fourier transform; Discrete Hartley transform; Algorithm; Fourier transform; Fractional Fourier transform; Phase correlation; Computer science; Prestack; Mathematics; Mathematical analysis; Fourier analysis; Geology; Seismology","score_opus":0.007238628070793227,"score_gpt":0.19777151431786408,"score_spread":0.19053288624707085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099474543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.842682,0.0011922019,0.0022262086,0.015536761,0.0007439783,0.00029007826,0.000019954163,0.00031312628,0.1369957],"genre_scores_gemma":[0.99619013,0.00033440048,0.000100918434,0.0024375531,0.0000710029,9.265257e-7,0.000014815161,0.0000024933431,0.0008477828],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993736,0.000022584081,0.000107986736,0.00011956306,0.00012098569,0.0002552472],"domain_scores_gemma":[0.9997234,0.00006676873,0.000022216234,0.00013971653,0.0000134504035,0.000034472123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017451537,0.00007458051,0.00006652088,0.000031735137,0.00017514091,0.00005654301,0.00018264585,0.000015617486,0.00010996213],"category_scores_gemma":[0.000006480391,0.00005124815,0.00003758442,0.00019829698,0.000072053335,0.00018906133,0.0000042751903,0.00012823516,0.00029013053],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011489777,0.000005973375,0.055599906,0.0000020211228,0.0000019613165,0.000013825512,0.00016492646,0.00013765092,0.000012026857,0.00007690331,0.008194636,0.9357787],"study_design_scores_gemma":[0.00027386824,0.000030062496,0.09168798,0.000023638007,0.0000054379193,0.00002679623,0.0004697236,0.21311848,0.0006015097,0.04454204,0.6489986,0.00022185738],"about_ca_topic_score_codex":0.0055903513,"about_ca_topic_score_gemma":0.00014544842,"teacher_disagreement_score":0.9355568,"about_ca_system_score_codex":0.000004212481,"about_ca_system_score_gemma":0.000021736536,"threshold_uncertainty_score":0.8450976},"labels":[],"label_agreement":null},{"id":"W2099836170","doi":"10.1071/eg13037","title":"Changes in P-wave velocity with different full waveform sonic transmitter centre frequency","year":2014,"lang":"en","type":"article","venue":"Exploration Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"Water Corporation; King Abdulaziz City for Science and Technology","keywords":"Transmitter; Geology; Waveform; Sonic logging; Acoustics; Dispersion (optics); Seismology; Well logging; Aquifer; Group velocity; Radar; Geophysics; Geotechnical engineering; Telecommunications; Physics; Groundwater; Optics; Channel (broadcasting); Engineering","score_opus":0.016795902957332888,"score_gpt":0.1854908792045178,"score_spread":0.1686949762471849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099836170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799847,0.000022957676,0.0121551715,0.0043296223,0.00016669153,0.00019736633,0.000013233314,0.00014065974,0.0029896013],"genre_scores_gemma":[0.99720466,0.00004759544,0.0009453354,0.001350741,0.00012934435,0.0000033706565,0.00018198555,0.0000050301787,0.00013195399],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991696,0.000058891408,0.00012404485,0.00021296824,0.0002036852,0.00023081149],"domain_scores_gemma":[0.9996555,0.000034195,0.000059656548,0.00015928474,0.000035158828,0.000056206358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102499835,0.00014063816,0.0001436358,0.00006749606,0.00008328539,0.00004296386,0.00008455115,0.000044850636,0.00030869502],"category_scores_gemma":[0.000005381848,0.000101460995,0.000027756529,0.00016394483,0.000048106423,0.00040226002,0.000004128373,0.00014074871,0.00012882568],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013587267,0.00014655289,0.07552939,0.000089274414,0.000028147613,0.000016125423,0.008735132,0.00032714955,0.0006498602,0.0014134566,0.0020742388,0.9108548],"study_design_scores_gemma":[0.0028303468,0.0020074283,0.43170917,0.0003634647,0.00006100963,0.000016869808,0.0033668403,0.3868741,0.035011545,0.11507144,0.020846153,0.0018416283],"about_ca_topic_score_codex":0.0009572634,"about_ca_topic_score_gemma":0.0022409915,"teacher_disagreement_score":0.90901315,"about_ca_system_score_codex":0.000010765335,"about_ca_system_score_gemma":0.000017401528,"threshold_uncertainty_score":0.41374594},"labels":[],"label_agreement":null},{"id":"W2099948154","doi":"10.1190/1.3263914","title":"Direct downward continuation from topography using explicit wavefield extrapolation","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Saudi Aramco","keywords":"Extrapolation; Geology; Position (finance); Algorithm; Preprocessor; Geodesy; Geometry; Computer science; Mathematics; Mathematical analysis; Artificial intelligence","score_opus":0.017092118467710284,"score_gpt":0.2174459926103287,"score_spread":0.20035387414261843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099948154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97226584,0.00019573185,0.009140146,0.00026025373,0.00025136783,0.00010581852,0.000034906418,0.00020353655,0.017542386],"genre_scores_gemma":[0.9941939,0.00002741474,0.0036882588,0.0016821943,0.00019731569,2.2014615e-7,0.00015696739,0.0000018019163,0.000051913263],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99937093,0.000028392078,0.00012130443,0.0001731557,0.00015342286,0.00015278129],"domain_scores_gemma":[0.9996776,0.000038896014,0.00006399443,0.00014689179,0.000030829884,0.000041794756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007582087,0.000092504146,0.000108088825,0.000057802295,0.00011279535,0.000051569816,0.000089509376,0.000049226957,0.00024537594],"category_scores_gemma":[0.0000088112165,0.00008542135,0.000064885826,0.00018012634,0.000017013379,0.00028192814,0.000002764754,0.00007819838,0.000053042288],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031225853,0.000027986604,0.038861435,0.0000029885869,0.000013012021,0.000003470555,0.00056447834,0.0002805712,0.006305444,0.00029488755,0.004264883,0.94934964],"study_design_scores_gemma":[0.00064365944,0.0003559556,0.5694863,0.00010049078,0.00009476242,0.000003701037,0.00041027102,0.24149376,0.054127187,0.10600311,0.02641296,0.0008678296],"about_ca_topic_score_codex":0.00606641,"about_ca_topic_score_gemma":0.000012925894,"teacher_disagreement_score":0.9484818,"about_ca_system_score_codex":0.00000287852,"about_ca_system_score_gemma":0.000011389807,"threshold_uncertainty_score":0.9170638},"labels":[],"label_agreement":null},{"id":"W2099950767","doi":"10.3997/2214-4609.20130467","title":"AVAZ Inversion for Fracture Orientation and Intensity - A Physical Modeling Study","year":2013,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Isotropy; Anisotropy; Inversion (geology); Amplitude; Shear (geology); Geology; Orientation (vector space); Optics; Geometry; Seismology; Physics; Mathematics","score_opus":0.01687691412572049,"score_gpt":0.23200890443133723,"score_spread":0.21513199030561675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099950767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972378,0.000021324859,0.0010498912,0.000670348,0.000054866585,0.00040496068,0.0000018064189,0.000092735536,0.00046624526],"genre_scores_gemma":[0.99712276,0.0000059306594,0.0013471508,0.0013784065,0.00007752354,0.0000057872185,0.000010887155,0.0000023177402,0.000049237187],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951047,0.0000025196866,0.00007098529,0.00019156636,0.00010502263,0.00011946687],"domain_scores_gemma":[0.9997289,0.000017197655,0.00003213802,0.000029726034,0.0001373628,0.000054651708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010491781,0.00007325016,0.00009109209,0.000047707243,0.00013990437,0.000080693746,0.000058975853,0.00002654043,0.000049094517],"category_scores_gemma":[0.000035653007,0.00005662363,0.000019302885,0.0000666829,0.000023226645,0.00047789078,0.000009921443,0.00007946658,0.000024799403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014823893,0.00013814104,0.7044019,0.00010535768,0.00003066426,6.9422873e-7,0.018327117,0.00013841821,0.00088507123,0.000048736263,0.08869728,0.18707837],"study_design_scores_gemma":[0.00022008526,0.000234402,0.008793329,0.000010660035,0.000013957759,0.000002020327,0.005091197,0.9790027,0.0007413377,0.004613906,0.0011816345,0.000094739175],"about_ca_topic_score_codex":0.002342977,"about_ca_topic_score_gemma":0.000001856919,"teacher_disagreement_score":0.9788643,"about_ca_system_score_codex":0.0000031143215,"about_ca_system_score_gemma":0.000005067645,"threshold_uncertainty_score":0.3541896},"labels":[],"label_agreement":null},{"id":"W2100160823","doi":"10.1093/gji/ggv100","title":"Noise correlation tomography of Southwest Western Canada Sedimentary Basin","year":2015,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Tomography; Structural basin; Sedimentary basin; Seismology; Sedimentary rock; Seismic tomography; Noise (video); Seismic noise; Paleontology; Physics","score_opus":0.011650518190269545,"score_gpt":0.20917579105707726,"score_spread":0.1975252728668077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100160823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98629135,0.00006741893,0.0015561762,0.0035831432,0.0024847058,0.00004969306,0.00013169608,0.000026096162,0.005809748],"genre_scores_gemma":[0.9963034,0.0000062750273,0.0006338285,0.0023082716,0.00038038509,1.7689663e-7,0.00009672638,0.0000022758668,0.00026866113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989557,0.00004493651,0.00021782637,0.000096950054,0.0005605906,0.00012394876],"domain_scores_gemma":[0.9994036,0.000053308624,0.00014374215,0.0000641143,0.00017605044,0.00015918743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016886191,0.000079471814,0.000107163345,0.00009202326,0.00004828074,0.000036898207,0.0002270821,0.000024447221,0.00038877808],"category_scores_gemma":[0.000025481364,0.000066043285,0.00006429565,0.00009711328,0.000051623694,0.00026059223,0.00001214857,0.0001804521,0.00003582767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007638246,0.000038168942,0.8920371,0.0000023604723,0.000052877313,0.00003052734,0.00015090629,0.0012023803,0.000027792867,0.000036339785,0.08726918,0.019075973],"study_design_scores_gemma":[0.0008741632,0.00023625923,0.8572319,0.000072083334,0.000031577132,0.00020321665,0.00058531336,0.033566482,0.0013620767,0.0037783023,0.10179972,0.00025891163],"about_ca_topic_score_codex":0.5384902,"about_ca_topic_score_gemma":0.011987504,"teacher_disagreement_score":0.52650267,"about_ca_system_score_codex":0.000023276794,"about_ca_system_score_gemma":0.00022225999,"threshold_uncertainty_score":0.6689308},"labels":[],"label_agreement":null},{"id":"W2100225786","doi":"10.1190/1.2952915","title":"Data-driven tomographic velocity analysis in tilted transversely isotropic media: A 3D case history from the Canadian Foothills","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ATCO (Canada); SNC-Lavalin (Canada); Alberta Energy","funders":"","keywords":"Transverse isotropy; Anisotropy; Isotropy; Geology; Foothills; Model building; Geophysical imaging; Surface (topology); Stack (abstract data type); Reflection (computer programming); Stacking; Geometry; Seismology; Optics; Physics; Computer science; Mathematics; Nuclear magnetic resonance","score_opus":0.04210648285660735,"score_gpt":0.20474814972537925,"score_spread":0.1626416668687719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100225786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547446,0.0005248117,0.00014152509,0.0007169419,0.00024544724,0.000115970106,0.00163988,0.000074470205,0.0010664797],"genre_scores_gemma":[0.99533343,0.00012878476,0.00073660165,0.0022798872,0.000090388276,9.799342e-7,0.0013915283,0.000003644559,0.00003472611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887425,0.000099098936,0.0001736017,0.0003300505,0.00022642208,0.00029657863],"domain_scores_gemma":[0.9989917,0.00017801557,0.000056754052,0.00059342326,0.00003360814,0.0001464583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014007016,0.00013424119,0.00021427215,0.000217581,0.000275882,0.000018356692,0.00050415966,0.000078147605,0.00076548214],"category_scores_gemma":[0.000024539826,0.000106516665,0.00008764081,0.0008039133,0.0002474525,0.00022202719,0.000014155719,0.00028466625,0.00007602373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032475025,0.00005912197,0.8185742,0.000008843942,0.0005062216,0.0035480622,0.011572222,0.0014241372,0.000007866204,0.000039009956,0.10610306,0.058124762],"study_design_scores_gemma":[0.00035345458,0.00003445825,0.7490601,0.0000112925745,0.00031170226,0.00005301983,0.00036977467,0.15813297,0.000010847486,0.0005553544,0.09074966,0.00035739172],"about_ca_topic_score_codex":0.9497704,"about_ca_topic_score_gemma":0.90685046,"teacher_disagreement_score":0.15670882,"about_ca_system_score_codex":0.000047864185,"about_ca_system_score_gemma":0.0003124467,"threshold_uncertainty_score":0.83814925},"labels":[],"label_agreement":null},{"id":"W2100296456","doi":"10.1190/1.1438984","title":"Integrating borehole information and surface seismic for velocity anisotropy analysis and depth imaging","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Borehole; Geology; Anisotropy; Seismology; Surface (topology); Vertical seismic profile; Geophysical imaging; Seismic velocity; Geotechnical engineering; Optics; Geometry; Physics; Mathematics","score_opus":0.013049428331162575,"score_gpt":0.23521152423224098,"score_spread":0.2221620959010784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100296456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8660069,0.00037426187,0.1288182,0.0018244975,0.000076120996,0.00013704685,0.000018152092,0.00011413113,0.0026306796],"genre_scores_gemma":[0.99011445,0.00012043107,0.007851932,0.0016760133,0.00003081317,6.61941e-7,0.000048929254,0.0000019182366,0.00015482232],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994924,0.000034132627,0.00012721392,0.000107319815,0.00007346299,0.00016545405],"domain_scores_gemma":[0.9996161,0.00014970735,0.00006710459,0.0000970699,0.00002997718,0.00004004627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045452084,0.00008281543,0.00011541478,0.00008747838,0.0003097585,0.00014423324,0.00009531872,0.000022506396,0.000018382367],"category_scores_gemma":[0.000053661985,0.000056959027,0.00003338758,0.00025787757,0.000087894994,0.00045165245,0.000012212931,0.00009289309,0.000013095248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021245249,0.0000021762112,0.5204298,0.000014749154,0.000038061356,7.198002e-7,0.0015074242,0.00051620294,0.00006443455,0.00008026446,0.006014084,0.47131082],"study_design_scores_gemma":[0.00014174209,0.000024815296,0.050963722,0.000013827517,0.00008017809,0.000017152799,0.0008152522,0.9120389,0.0006280452,0.0010079511,0.034153104,0.0001152887],"about_ca_topic_score_codex":0.00279579,"about_ca_topic_score_gemma":0.000106222105,"teacher_disagreement_score":0.91152275,"about_ca_system_score_codex":0.0000055628384,"about_ca_system_score_gemma":0.0000111629,"threshold_uncertainty_score":0.4226417},"labels":[],"label_agreement":null},{"id":"W2100814877","doi":"10.1111/j.1365-246x.2006.03096.x","title":"Efficient waveform tomography for lithospheric imaging: implications for realistic, two-dimensional acquisition geometries and low-frequency data","year":2006,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Waveform; Tomography; Geology; Sampling (signal processing); Seismic tomography; Viscoelasticity; Acoustics; Algorithm; Geodesy; Seismology; Computer science; Physics; Optics; Telecommunications","score_opus":0.014855732516246648,"score_gpt":0.2616221710121165,"score_spread":0.24676643849586985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100814877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8064049,0.00094071083,0.1573436,0.021102067,0.0020303458,0.00082932145,0.0067477734,0.00021731463,0.0043839687],"genre_scores_gemma":[0.9742302,0.000010924731,0.0219312,0.0008756021,0.0009747385,0.000007395947,0.0018531154,0.0000066091193,0.00011023346],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988563,0.000015661535,0.00029740884,0.000294284,0.00028922487,0.00024708646],"domain_scores_gemma":[0.998838,0.0002947554,0.00016369566,0.0001831954,0.00042200997,0.00009831404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003911229,0.00013095462,0.00013470164,0.00015027364,0.00036121966,0.00021017823,0.00039675855,0.000028796545,0.00011341751],"category_scores_gemma":[0.00009146039,0.00010811725,0.000098156306,0.00016430594,0.0001363518,0.0002780544,0.00003897404,0.00011473703,0.0000071964305],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006912061,0.0008063162,0.2565632,0.00010402863,0.00031682831,0.00001542247,0.00011760789,0.014050165,0.0061117285,0.034619875,0.22697484,0.4596288],"study_design_scores_gemma":[0.0009473036,0.00012504104,0.35222572,0.000051231225,0.000051212908,0.00018533184,0.000029339457,0.4918991,0.00031137667,0.14768615,0.0062216553,0.0002665351],"about_ca_topic_score_codex":0.0013639389,"about_ca_topic_score_gemma":0.000013560958,"teacher_disagreement_score":0.47784895,"about_ca_system_score_codex":0.000021146128,"about_ca_system_score_gemma":0.00006650028,"threshold_uncertainty_score":0.44088936},"labels":[],"label_agreement":null},{"id":"W2100843970","doi":"10.1190/geo2011-0483.1","title":"Seismic properties of the Voisey’s Bay massive sulfide deposit: Insights into approaches to seismic imaging","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; St. John’s Health Sciences Centre","funders":"","keywords":"Geology; Bay; Pyrite; Sulfide; Geochemistry; Mineral; Geophysical imaging; Mineralogy; Seismology; Chemistry; Oceanography","score_opus":0.030428201139570062,"score_gpt":0.18707632681394631,"score_spread":0.15664812567437625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100843970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925268,0.0010433444,0.0021270916,0.0016310625,0.00045445544,0.00027318607,0.0000071663662,0.00008976092,0.0018470914],"genre_scores_gemma":[0.9958174,0.000016555472,0.00085784204,0.0028368304,0.00017485597,0.0000044985886,0.000010774891,0.000008652836,0.00027257475],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881697,0.0000975413,0.00021384768,0.00021709375,0.00028759398,0.00036698338],"domain_scores_gemma":[0.9993162,0.00003523266,0.00010986645,0.00037289134,0.000042856973,0.00012293416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014400652,0.00018324346,0.00019136396,0.000074782976,0.0002403641,0.000042039163,0.00041962744,0.000041452604,0.00002048503],"category_scores_gemma":[0.00002562313,0.00011599802,0.0001001032,0.00031973858,0.00016453394,0.0004315489,0.000073639574,0.00017281719,0.00016670137],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009467884,0.00017412117,0.67248905,0.00031308798,0.00010110019,0.00000363265,0.029017821,0.012372117,0.008088807,0.00047339575,0.011917327,0.26495486],"study_design_scores_gemma":[0.0003676663,0.00010132183,0.23418163,0.00035510462,0.00011146155,0.000021669219,0.0033559871,0.2797503,0.44411245,0.009852962,0.026896954,0.00089247845],"about_ca_topic_score_codex":0.0074771196,"about_ca_topic_score_gemma":0.000032081116,"teacher_disagreement_score":0.43830743,"about_ca_system_score_codex":0.00001431941,"about_ca_system_score_gemma":0.00005163865,"threshold_uncertainty_score":0.99913216},"labels":[],"label_agreement":null},{"id":"W2100876976","doi":"10.1190/1.2793003","title":"Reconstruction of irregularly sampled, aliased data with multistep autoregressive operators","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoregressive model; Computer science; Interpolation (computer graphics); Computation; Algorithm; Field (mathematics); Data mining; Computer graphics (images); Mathematics; Statistics","score_opus":0.02630343425014674,"score_gpt":0.24634173193767964,"score_spread":0.22003829768753289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100876976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92268395,0.00026511878,0.049696267,0.0003663683,0.0005754902,0.00032302376,0.00032716608,0.0003355608,0.025427071],"genre_scores_gemma":[0.922719,0.000010371839,0.076238826,0.00038791553,0.00003753136,1.3619311e-7,0.0002490186,0.000002670666,0.00035450887],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992115,0.000026447518,0.00018407388,0.00023120585,0.00018244993,0.00016435164],"domain_scores_gemma":[0.99930274,0.00007979178,0.00009137887,0.00038955102,0.00006486996,0.00007168864],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042157195,0.00008812325,0.000119960656,0.000094570634,0.00007279543,0.00002436077,0.00028533884,0.000043830387,0.0013211647],"category_scores_gemma":[0.000037094786,0.000058565372,0.000015919162,0.00013253871,0.00016935582,0.0004018298,0.000013712173,0.00007267484,0.000022290113],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100184436,0.000012599549,0.28886446,0.000012590274,0.000024448032,0.00001282143,0.00011204468,0.000022845026,0.00023742621,0.000057295038,0.009059552,0.7014837],"study_design_scores_gemma":[0.0024443588,0.0011049126,0.495793,0.00038977046,0.00012054726,0.00067250617,0.0056892815,0.2023184,0.19032422,0.00059274375,0.09932873,0.0012215264],"about_ca_topic_score_codex":0.015386674,"about_ca_topic_score_gemma":0.0010810146,"teacher_disagreement_score":0.7002622,"about_ca_system_score_codex":0.0000031633392,"about_ca_system_score_gemma":0.000044309465,"threshold_uncertainty_score":0.99959177},"labels":[],"label_agreement":null},{"id":"W2101058993","doi":"10.1111/j.1365-246x.2006.02805.x","title":"Three-dimensional seismic reflection investigation of the upper crustal Winagami sill complex of northwestern Alberta, Canada","year":2006,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sill; Geology; Reflection (computer programming); Basement; Seismology; Sequence (biology); Intrusion; Metamorphic rock; Petrology; Paleontology; Geochemistry","score_opus":0.011430863816832197,"score_gpt":0.2069242246890543,"score_spread":0.1954933608722221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101058993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99520224,0.000013233741,0.0002559457,0.0021269787,0.0006971374,0.00005393656,0.000055437027,0.000007436069,0.0015876238],"genre_scores_gemma":[0.9981901,0.000001105864,0.00029810486,0.00081218686,0.00027532497,2.8021543e-7,0.00007951805,0.0000030597193,0.00034031522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987538,0.000051160496,0.00033262293,0.000117454954,0.00061248144,0.0001324701],"domain_scores_gemma":[0.9992442,0.000118002725,0.0002973693,0.00009303393,0.00019866787,0.000048721584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110395296,0.000100882666,0.00013538162,0.00006398827,0.000115754985,0.000022661634,0.00027242964,0.000034017532,0.00038276083],"category_scores_gemma":[0.000018821218,0.000068455105,0.00010614473,0.00012838937,0.00014427192,0.00018474947,0.000021622134,0.00020416647,0.0000073343645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009205953,0.000034848515,0.9414329,0.000010592543,0.000058112273,0.000006900297,0.000052909578,0.011239573,0.003230449,0.00022528236,0.036931787,0.006684615],"study_design_scores_gemma":[0.00023706222,0.00007447184,0.89256895,0.00004370493,0.000015023547,0.00010292128,0.000016177855,0.09074158,0.0075707333,0.005301092,0.0032368826,0.00009137691],"about_ca_topic_score_codex":0.86464626,"about_ca_topic_score_gemma":0.31573763,"teacher_disagreement_score":0.54890865,"about_ca_system_score_codex":0.000031089497,"about_ca_system_score_gemma":0.00021156712,"threshold_uncertainty_score":0.6967484},"labels":[],"label_agreement":null},{"id":"W2101140312","doi":"10.1306/06250909039","title":"Crossing conjugate normal faults in field exposures and seismic data","year":2009,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Conjugate; Field (mathematics); Normal fault; Potential field; Geophysics; Fault (geology)","score_opus":0.01769631690533523,"score_gpt":0.23898415856454755,"score_spread":0.2212878416592123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101140312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678173,0.0010037128,0.00030331142,0.017518936,0.00013155183,0.00010104569,0.000034933724,0.000116080664,0.012973133],"genre_scores_gemma":[0.98279923,0.00009491177,0.0015455703,0.015026136,0.00004739827,1.5082448e-7,0.00006747457,0.000001566326,0.00041755068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992466,0.00004152298,0.00015157102,0.00024630336,0.00010165476,0.00021232394],"domain_scores_gemma":[0.9995545,0.00009951358,0.000035947447,0.00024622455,0.000009418979,0.00005437394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003149537,0.00008893935,0.00010707786,0.000060111455,0.00012904362,0.00009881365,0.00024527483,0.000052577576,0.00076445076],"category_scores_gemma":[0.00007105445,0.00007819691,0.00001195091,0.00006453768,0.00007142125,0.00012749563,0.00002501945,0.00014609762,0.00013770752],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007635113,0.000017707378,0.13738035,0.000011035913,0.000003772078,0.00006994975,0.00040854033,0.00008831406,0.000070213544,0.000013255645,0.20045052,0.66141],"study_design_scores_gemma":[0.00058228435,0.00029056767,0.15979847,0.00008983247,0.000006824812,0.0000628469,0.00021883173,0.05011331,0.0027670981,0.0007441522,0.7850193,0.00030651866],"about_ca_topic_score_codex":0.0075270534,"about_ca_topic_score_gemma":0.00007500857,"teacher_disagreement_score":0.6611035,"about_ca_system_score_codex":0.0000016437115,"about_ca_system_score_gemma":0.000020547466,"threshold_uncertainty_score":0.9990819},"labels":[],"label_agreement":null},{"id":"W2101343320","doi":"10.1190/geo2015-0043.1","title":"Waveform similarity for quality control of event locations, time picking, and moment tensor solutions","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Microseismic Industry Consortium","keywords":"Microseism; Waveform; Geology; Similarity (geometry); Moment (physics); Multiplet; Seismology; Geodesy; Set (abstract data type); Algorithm; Computer science; Data mining; Physics; Spectral line; Artificial intelligence","score_opus":0.03860912765340138,"score_gpt":0.2606415514029227,"score_spread":0.22203242374952134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101343320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6726815,0.0014414089,0.30326003,0.0111806,0.00072635786,0.0018597038,0.0020767427,0.0003621225,0.0064115063],"genre_scores_gemma":[0.99693996,0.00001230076,0.0017742936,0.0007950568,0.000046752597,0.0000032306261,0.000093651965,0.0000017601446,0.0003329764],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994129,0.000031765696,0.00015961836,0.00011458353,0.00013376768,0.00014738856],"domain_scores_gemma":[0.99948967,0.00010773028,0.000083044884,0.00013035112,0.000117002695,0.00007218592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042454607,0.00006523087,0.00013087942,0.00002590429,0.00010925708,0.000012245221,0.00007150875,0.000029314435,0.00002695139],"category_scores_gemma":[0.00006177203,0.000054949334,0.000039698207,0.00005353997,0.00009073005,0.00010352766,0.0000082960705,0.000045124667,0.000022265493],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035666264,0.0005583873,0.22877681,0.00035143658,0.00024954646,0.0000016858952,0.0029838218,0.0033613816,0.00068376283,0.01386027,0.19902866,0.5497876],"study_design_scores_gemma":[0.002949537,0.00094807503,0.20512642,0.00007477401,0.00014572986,0.0000061897317,0.00095742446,0.52386886,0.0029203608,0.11358339,0.1487784,0.0006408541],"about_ca_topic_score_codex":0.0025433064,"about_ca_topic_score_gemma":0.00001437539,"teacher_disagreement_score":0.5491467,"about_ca_system_score_codex":0.0000075783846,"about_ca_system_score_gemma":0.000057265952,"threshold_uncertainty_score":0.38447356},"labels":[],"label_agreement":null},{"id":"W2101493337","doi":"10.1111/j.1365-246x.1975.tb05885.x","title":"A Comparison of Adaptive Processing Techniques with Nth Root Beam Forming Methods","year":2007,"lang":"en","type":"article","venue":"Geophysical Journal of the Royal Astronomical Society","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"UK Atomic Energy Authority","keywords":"Slowness; Azimuth; Algorithm; Computer science; Wavelet; Signal processing; Noise (video); SIGNAL (programming language); Geology; Mathematics; Geometry; Digital signal processing; Seismology; Computer vision","score_opus":0.015150329278283508,"score_gpt":0.2805368878894914,"score_spread":0.26538655861120786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101493337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.861598,0.0001009135,0.13755605,0.00018568772,0.000065829096,0.00008652399,0.0000040259342,0.000022849024,0.0003800889],"genre_scores_gemma":[0.80519426,2.9102335e-7,0.19453102,0.0000777736,0.00016849859,1.73929e-7,8.95995e-7,0.0000037859375,0.000023287954],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988145,0.000068469104,0.0004348959,0.00012410595,0.000281949,0.00027605885],"domain_scores_gemma":[0.9989357,0.00019566526,0.0005402516,0.00010849031,0.0001110638,0.00010884496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008788956,0.00013593119,0.00036513942,0.000024673107,0.00015230602,0.000025212927,0.00038551498,0.00006470657,0.000023307986],"category_scores_gemma":[0.000020195912,0.00007557794,0.0003355999,0.00014389593,0.0003081877,0.00015569273,0.0000375938,0.0004937869,0.0000012776455],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038109286,0.00015601031,0.22774577,0.000022967277,0.000104892584,5.6377525e-7,0.00076814217,0.004727876,0.00064693845,0.000018651177,0.001713903,0.7637132],"study_design_scores_gemma":[0.0006862616,0.002151228,0.5342127,0.00042824246,0.00021232106,0.000008774436,0.003009034,0.19136624,0.26256374,0.000970561,0.0039772294,0.00041369916],"about_ca_topic_score_codex":0.00030533274,"about_ca_topic_score_gemma":0.0000047126023,"teacher_disagreement_score":0.76329947,"about_ca_system_score_codex":0.000026811183,"about_ca_system_score_gemma":0.00008579585,"threshold_uncertainty_score":0.3081979},"labels":[],"label_agreement":null},{"id":"W2102216710","doi":"10.1190/1.1487065","title":"Vertical hydrophone cable acquisition and imaging on land","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Husky Energy (Canada); University of Calgary","funders":"","keywords":"Geophone; Hydrophone; Geology; Vertical seismic profile; Seismology; Borehole; Geophysical imaging; Acoustics; Deconvolution; Remote sensing; Geotechnical engineering; Oceanography; Optics; Physics","score_opus":0.006635873151127176,"score_gpt":0.19303155349760573,"score_spread":0.18639568034647855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102216710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833228,0.00012382884,0.0004113905,0.0007456218,0.00012856036,0.000041801795,0.000006694004,0.00009727739,0.015122011],"genre_scores_gemma":[0.9964488,0.00007991838,0.00021177309,0.002952529,0.000106604115,2.9251106e-7,0.000030325744,0.0000018453934,0.00016792327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995185,0.000016154343,0.000059074482,0.0001384536,0.00010813456,0.000159669],"domain_scores_gemma":[0.9997905,0.00003593376,0.000010644197,0.0000948553,0.000011897411,0.000056201872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058950245,0.0000670652,0.000068912486,0.000020560261,0.00010601412,0.000038032136,0.00004882216,0.000017888922,0.00032531001],"category_scores_gemma":[0.000005151003,0.000056981913,0.000017108849,0.00008481136,0.0000502884,0.0001300999,0.0000062747154,0.00007234297,0.0003115404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099635785,0.000043496348,0.5293296,0.000013993419,0.000010345292,0.00007972835,0.000175953,0.00043667047,0.00046735577,0.00012753619,0.01792434,0.45129135],"study_design_scores_gemma":[0.0008414787,0.00031814032,0.5142891,0.00007932181,0.00002977834,0.00010877394,0.0001378585,0.38934803,0.0053052665,0.020334305,0.06867322,0.00053477025],"about_ca_topic_score_codex":0.0034341465,"about_ca_topic_score_gemma":0.000006038904,"teacher_disagreement_score":0.45075658,"about_ca_system_score_codex":0.0000025386425,"about_ca_system_score_gemma":0.000005898408,"threshold_uncertainty_score":0.5191425},"labels":[],"label_agreement":null},{"id":"W2102243194","doi":"10.1190/geo2013-0446.1","title":"Taxonomy of <i>Q</i>","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interpretation (philosophy); Measure (data warehouse); Axiom; Petrophysics; Mathematics; Computer science; Physics; Geometry; Geology; Data mining","score_opus":0.012465633416197476,"score_gpt":0.17684579877614973,"score_spread":0.16438016535995226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102243194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6663175,0.000086435066,0.017395077,0.00035091222,0.00043219895,0.00015235192,0.000025809388,0.00019720476,0.3150425],"genre_scores_gemma":[0.9956024,0.0000044739413,0.0032016726,0.000941888,0.000059352184,3.1083945e-7,0.000013560184,8.8880245e-7,0.00017545398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970454,0.000015234656,0.000063769396,0.00006624836,0.00006991658,0.00008027837],"domain_scores_gemma":[0.9997802,0.00003359183,0.000034936813,0.00011120551,0.000016688266,0.000023401748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007556468,0.00003796793,0.00006603345,0.00001645397,0.000025210935,0.000005550709,0.00008913687,0.000014294251,0.00019269608],"category_scores_gemma":[0.000008271548,0.00003202065,0.000027685435,0.00006549322,0.00004287783,0.00005939693,0.0000038206817,0.00003542723,0.0001717539],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004924498,0.000009701368,0.05129794,0.000014157683,0.0000047135645,2.7485655e-7,0.000035143,0.00008551681,0.00013666271,0.0013055922,0.02295367,0.9241517],"study_design_scores_gemma":[0.0001769009,0.0001500459,0.045572646,0.000017551056,0.000009987109,0.000001926842,0.00004609505,0.032651767,0.018038595,0.023371348,0.8797855,0.00017766739],"about_ca_topic_score_codex":0.0013672144,"about_ca_topic_score_gemma":0.0000023634382,"teacher_disagreement_score":0.92397404,"about_ca_system_score_codex":4.0700255e-7,"about_ca_system_score_gemma":0.0000073970596,"threshold_uncertainty_score":0.22076061},"labels":[],"label_agreement":null},{"id":"W2102964909","doi":"10.1046/j.1365-246x.2003.01919.x","title":"Assessment of crustal velocity models using seismic refraction and reflection tomography","year":2003,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Tomography; Seismic tomography; Inversion (geology); Seismology; Data set; Geodesy; Algorithm; Geophysics; Computer science; Mantle (geology); Optics; Tectonics; Artificial intelligence; Physics","score_opus":0.027215973016027066,"score_gpt":0.2892064489532421,"score_spread":0.26199047593721503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102964909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9105272,0.00003915749,0.08121107,0.0001658648,0.0005535594,0.00003416429,0.000009800308,0.000018392415,0.007440778],"genre_scores_gemma":[0.98942256,0.00006345248,0.01008911,0.00024969043,0.00011272628,1.5755555e-7,0.0000069413277,0.0000020375812,0.00005330075],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992284,0.000070544564,0.00018339559,0.000114454924,0.0002968928,0.00010628742],"domain_scores_gemma":[0.9995835,0.000037735736,0.00014664422,0.000046565747,0.00012303959,0.000062526764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023982511,0.00007135286,0.00009580145,0.00014717833,0.00018612048,0.000046377587,0.000075998534,0.000035625984,0.00018354406],"category_scores_gemma":[0.000017458353,0.0000618159,0.000065497276,0.00010969764,0.000060646402,0.00050495565,0.000008468234,0.0002260654,0.000001369118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032043055,0.00068879634,0.38624012,0.00007006866,0.00072344753,0.000078126766,0.0010093644,0.17057846,0.015774809,0.019074593,0.0054391176,0.40000266],"study_design_scores_gemma":[0.00020516489,0.00009241454,0.05022184,0.000027309245,0.000014790727,0.00022070672,0.00010326503,0.9124122,0.0011367132,0.03356763,0.0019052969,0.00009263602],"about_ca_topic_score_codex":0.00073871546,"about_ca_topic_score_gemma":0.0000027393874,"teacher_disagreement_score":0.74183375,"about_ca_system_score_codex":0.000018177878,"about_ca_system_score_gemma":0.000049591174,"threshold_uncertainty_score":0.25207794},"labels":[],"label_agreement":null},{"id":"W2103033068","doi":"10.1190/segam2014-1639.1","title":"Parametrized inversion framework for proppant volume in a hydraulically fractured reservoir","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Hydraulic fracturing; Microseism; Inversion (geology); Petroleum engineering; Geophysics; Geotechnical engineering; Seismology; Tectonics","score_opus":0.017378498929771436,"score_gpt":0.2429766162813645,"score_spread":0.22559811735159305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103033068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52556986,0.00024262986,0.42648128,0.023121957,0.00064961024,0.0014505668,0.00003091571,0.00074445206,0.02170873],"genre_scores_gemma":[0.8748651,0.00001650129,0.11671354,0.0077844406,0.000067019806,0.0000049423074,0.000048455542,0.0000041865114,0.0004958294],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884397,0.00009378895,0.00022735803,0.0003029628,0.00020877295,0.00032317868],"domain_scores_gemma":[0.9990586,0.00047277196,0.00006607186,0.00024907445,0.00004123631,0.00011225256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066333107,0.00012561164,0.0002054727,0.00018887216,0.000094109506,0.000054898544,0.00027565088,0.00015727567,0.0010747929],"category_scores_gemma":[0.0009882001,0.00009271213,0.000072990195,0.0003138329,0.00006434594,0.00017360075,0.000014470744,0.00022648866,0.00017316056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007650149,0.00011127994,0.30595353,0.00010163011,0.000021706292,0.000007273494,0.00055151054,0.0010590088,0.00014570239,0.0017922157,0.23445247,0.45503867],"study_design_scores_gemma":[0.00058555417,0.00034403653,0.0245877,0.00006176223,0.0000065502563,0.0000018048279,0.000076325945,0.6267244,0.0022370866,0.06630928,0.2788234,0.00024208876],"about_ca_topic_score_codex":0.0033797482,"about_ca_topic_score_gemma":0.0001046731,"teacher_disagreement_score":0.62566537,"about_ca_system_score_codex":0.0000073253996,"about_ca_system_score_gemma":0.00003079968,"threshold_uncertainty_score":0.99983835},"labels":[],"label_agreement":null},{"id":"W2103080425","doi":"10.1016/j.ijggc.2013.02.007","title":"CO2 rock physics as part of the Weyburn-Midale geological storage project","year":2013,"lang":"en","type":"article","venue":"International journal of greenhouse gas control","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Supercritical fluid; Plume; Geology; Phase (matter); Reflection (computer programming); Mineralogy; Petroleum engineering; Boundary (topology); Mechanics; Chemistry; Thermodynamics; Physics","score_opus":0.013011145916021675,"score_gpt":0.22565534547387794,"score_spread":0.21264419955785627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103080425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98583204,0.00026381898,0.0033215936,0.006223549,0.0012849353,0.00025006582,0.000043169774,0.000034595196,0.0027462575],"genre_scores_gemma":[0.9965465,0.000081217855,0.00024307509,0.0023954045,0.0003718185,0.0000010408622,0.0000026878254,0.000003700981,0.00035454318],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862605,0.000121033256,0.00039202563,0.000097811215,0.0006137815,0.00014930144],"domain_scores_gemma":[0.99869746,0.00016408655,0.00048122386,0.00012635981,0.0004733533,0.000057496283],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027466824,0.00010488787,0.00020048527,0.000077402605,0.00005602019,0.00005321368,0.0007043329,0.000049846763,0.0011849495],"category_scores_gemma":[0.0001637726,0.00006120356,0.00018707542,0.00008095671,0.000093991715,0.00032266296,0.000021716267,0.00024997027,0.00009172684],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062551466,0.0003461644,0.5398791,0.000016643904,0.00068390777,0.00012524704,0.00057938986,0.0111674415,0.0013907719,0.00052680523,0.22373672,0.2209223],"study_design_scores_gemma":[0.010635047,0.0036021878,0.28928098,0.00073005806,0.000318568,0.0022919904,0.0010065099,0.28880325,0.017932957,0.046369415,0.3379607,0.001068342],"about_ca_topic_score_codex":0.0020466158,"about_ca_topic_score_gemma":0.00001696487,"teacher_disagreement_score":0.2776358,"about_ca_system_score_codex":0.000011948987,"about_ca_system_score_gemma":0.00010919193,"threshold_uncertainty_score":0.9997281},"labels":[],"label_agreement":null},{"id":"W2103637020","doi":"10.1190/ist092012-001.156","title":"Imaging drilling hazards in the Forties oilfield using nodal ocean-bottom seismic","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology; Drilling; Petroleum engineering; Ocean bottom; Geophysical imaging; Seismology; Mining engineering; Engineering; Mechanical engineering","score_opus":0.021496218433919332,"score_gpt":0.2402627741863268,"score_spread":0.21876655575240747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103637020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96985686,0.00091867836,0.0063147075,0.0016879827,0.0004701728,0.00010523843,0.000004886961,0.00013826534,0.020503197],"genre_scores_gemma":[0.98670626,0.00003201764,0.004006926,0.008899896,0.00018170598,2.485102e-7,0.000010358502,0.0000035273517,0.00015908999],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894905,0.00007387937,0.0001892481,0.0001374258,0.0002240575,0.0004263556],"domain_scores_gemma":[0.9995743,0.00013244299,0.000046686364,0.00017443208,0.00001653002,0.000055595057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007925997,0.00011851562,0.00011242162,0.00011794932,0.00018423324,0.000087685774,0.00024500396,0.000039142593,0.00053485035],"category_scores_gemma":[0.00003246772,0.00007597769,0.000054606193,0.00018851367,0.000071533614,0.00056640885,0.000012642318,0.0002264739,0.000049374674],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055901637,0.000010189441,0.9524208,0.000007497051,0.0000032931637,0.0000042272613,0.0011928474,0.00044037832,0.00001926253,0.000058216494,0.009442695,0.036395013],"study_design_scores_gemma":[0.00018344139,0.000022162152,0.04084156,0.000046730634,0.000017454508,0.0001113212,0.0062557557,0.91978437,0.002312211,0.0013160368,0.028791836,0.00031714738],"about_ca_topic_score_codex":0.013370982,"about_ca_topic_score_gemma":0.00003096268,"teacher_disagreement_score":0.91934395,"about_ca_system_score_codex":0.0000065271884,"about_ca_system_score_gemma":0.00002989751,"threshold_uncertainty_score":0.99319905},"labels":[],"label_agreement":null},{"id":"W2103644100","doi":"10.1190/1.1444872","title":"Physical properties and seismic imaging of massive sulfides","year":2000,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Alberta Energy; University of Alberta; Geological Survey of Canada; BP (Canada); Hudbay Minerals (Canada); Bedford Institute of Oceanography","funders":"Dalhousie University; University of Alberta","keywords":"Geology; Acoustic impedance; Silicate; Seismology; Reflection (computer programming); Mineralogy; Seismic velocity; Electrical impedance; Geochemistry; Engineering","score_opus":0.011260126083794196,"score_gpt":0.1901390420258702,"score_spread":0.178878915942076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103644100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99332494,0.00024619422,0.00003820233,0.00034955333,0.000032931643,0.000058863465,0.000015865891,0.000061109815,0.0058723674],"genre_scores_gemma":[0.9985592,0.000071991766,0.0002492514,0.00060028036,0.00006675569,4.8244505e-7,0.000009841219,0.0000026608666,0.00043953588],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994944,0.000022104308,0.000085786975,0.00013792323,0.00011517676,0.00014466411],"domain_scores_gemma":[0.9997713,0.000027080629,0.00003217335,0.000107744665,0.00002360216,0.000038089314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004470357,0.00008384959,0.00012325813,0.000025691485,0.000068788206,0.000022083701,0.00008698755,0.000013223033,0.0001985231],"category_scores_gemma":[0.000005051522,0.00006461437,0.00003419429,0.000084367406,0.00018005665,0.00019524047,0.00000680144,0.00006900693,0.00008527018],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026995867,0.000022511489,0.023876255,0.00003401212,0.000010402106,0.0000041820613,0.00090450805,0.00038342553,0.0009753358,0.00005471157,0.002230581,0.9714771],"study_design_scores_gemma":[0.00057448866,0.00025341733,0.09934875,0.0001828398,0.00006327812,0.000026401272,0.0011245934,0.75059223,0.09058103,0.03726776,0.019331584,0.00065360265],"about_ca_topic_score_codex":0.002642454,"about_ca_topic_score_gemma":0.0000019157471,"teacher_disagreement_score":0.97082347,"about_ca_system_score_codex":0.000001301011,"about_ca_system_score_gemma":0.000016490165,"threshold_uncertainty_score":0.39946178},"labels":[],"label_agreement":null},{"id":"W2103686696","doi":"10.2113/gscpgbull.55.4.275","title":"Seismic tomographic cross-sections of the Bowser Basin in northwest British Columbia, Canada","year":2007,"lang":"en","type":"article","venue":"Bulletin of Canadian Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Structural basin; Seismology; Paleontology","score_opus":0.004246077164679711,"score_gpt":0.16911827029251428,"score_spread":0.16487219312783458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103686696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98350626,0.00021827336,0.000004291102,0.0031512163,0.00040245667,0.00008366491,0.00022998349,0.000011545469,0.012392331],"genre_scores_gemma":[0.9930643,0.000038770195,0.000083435145,0.0038479671,0.000027856384,9.482562e-7,0.000035127425,0.0000040183445,0.002897587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987356,0.000073704534,0.00035684445,0.0001993256,0.00017561002,0.00045892014],"domain_scores_gemma":[0.99926436,0.00012066637,0.00012179183,0.0002239039,0.00009292686,0.00017634509],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044453234,0.00007976019,0.00020337985,0.00031035233,0.00015131613,0.000024522184,0.00034373204,0.000108160704,0.0033544376],"category_scores_gemma":[0.0000914871,0.000101146106,0.0000618091,0.0005663141,0.00040240967,0.0000183856,0.0000114767845,0.0002226186,0.000006561464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004562772,0.0000050108897,0.9197348,0.0000075631056,0.0000061530827,0.000030003861,0.000013783018,0.0006421903,9.64633e-7,0.000003007155,0.07803144,0.0015205225],"study_design_scores_gemma":[0.00011635804,0.000026097943,0.61959314,0.000012498288,0.0000028170214,0.000059157574,0.000061941224,0.00015943269,0.00003598131,0.000037823116,0.379832,0.000062745705],"about_ca_topic_score_codex":0.9999915,"about_ca_topic_score_gemma":0.99999696,"teacher_disagreement_score":0.30180055,"about_ca_system_score_codex":0.000033847133,"about_ca_system_score_gemma":0.0009913649,"threshold_uncertainty_score":0.9975566},"labels":[],"label_agreement":null},{"id":"W2103837083","doi":"10.1190/1.3587219","title":"2D waveform tomography applied to long-streamer MCS data from the Scotian Slope","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Waveform; Offset (computer science); Seafloor spreading; Tomography; Seismology; Geodesy; Wavelength; Geophysics; Optics; Physics","score_opus":0.03908808618527964,"score_gpt":0.21342199246888172,"score_spread":0.17433390628360207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103837083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83574474,0.00037513033,0.0045834584,0.0014659083,0.0014519194,0.0007323877,0.0018906221,0.0005840851,0.15317175],"genre_scores_gemma":[0.9870174,0.00002894947,0.0038887444,0.0076795714,0.0002496064,0.0000014713656,0.0009361223,0.000006418014,0.00019171067],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989987,0.00002209508,0.00013603272,0.0003440089,0.00021817196,0.0002809906],"domain_scores_gemma":[0.99878055,0.000059534348,0.00005201312,0.0009746459,0.00002371979,0.00010950952],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014837593,0.00014488022,0.00013009128,0.000037715196,0.00019301602,0.00005796731,0.0010329772,0.000042407704,0.0013452492],"category_scores_gemma":[0.0000088679835,0.00009452911,0.000045001394,0.0003089637,0.00010627114,0.00022168578,0.00009895969,0.000151016,0.0017894873],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061374376,0.00005027098,0.16576597,0.000006618965,0.000063823674,0.000008664074,0.001762263,0.000008459072,0.000038757495,0.00016879318,0.19155063,0.6405144],"study_design_scores_gemma":[0.00026529373,0.00014402706,0.85563433,0.000044446995,0.00008078616,0.0000031828374,0.0008386362,0.0026294414,0.004729166,0.013373758,0.121674374,0.000582542],"about_ca_topic_score_codex":0.028246084,"about_ca_topic_score_gemma":0.00048484988,"teacher_disagreement_score":0.6898684,"about_ca_system_score_codex":0.0000019551087,"about_ca_system_score_gemma":0.000027131287,"threshold_uncertainty_score":0.9995676},"labels":[],"label_agreement":null},{"id":"W2103892078","doi":"10.1190/1.3513360","title":"Effect of heavy oil reservoir rock texture on the Vp/Vs ratios derived from logs","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lithology; Geology; Texture (cosmology); Oil sands; Petroleum reservoir; Structural basin; Well logging; Mineralogy; Geochemistry; Mining engineering; Petroleum engineering; Petrology; Archaeology; Geomorphology; Image (mathematics)","score_opus":0.008559741340477834,"score_gpt":0.2150834592639451,"score_spread":0.20652371792346727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103892078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966602,0.000043193577,0.00009620051,0.004413033,0.0002716437,0.000080973594,0.00003016973,0.00010033735,0.028362434],"genre_scores_gemma":[0.99386394,0.000017462738,0.00030764527,0.0038792195,0.00008213634,0.0000012006523,0.0000466325,0.0000025604324,0.0017992274],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992292,0.0001437405,0.00012260274,0.00016786062,0.00019182249,0.00014475196],"domain_scores_gemma":[0.99877596,0.0007782519,0.000051612362,0.00031843374,0.000024859548,0.000050900402],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038398517,0.00010765099,0.00013673089,0.000036640235,0.00012750873,0.000032903503,0.0003043479,0.0000813174,0.0061803376],"category_scores_gemma":[0.00016535867,0.000053642638,0.000057827954,0.000090108726,0.000064498825,0.000087127824,0.000012301791,0.00028964708,0.00033978306],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095899834,0.00004797886,0.13448726,0.000054241,0.000060667393,0.000011384823,0.0005413328,0.00029342904,0.03139096,0.00025236487,0.56597185,0.26592955],"study_design_scores_gemma":[0.00037771565,0.0008367448,0.016597545,0.00004337116,0.000018696119,0.000004083313,0.00008809257,0.042464428,0.8864736,0.000915525,0.051975805,0.00020441726],"about_ca_topic_score_codex":0.008888635,"about_ca_topic_score_gemma":0.0003643025,"teacher_disagreement_score":0.85508263,"about_ca_system_score_codex":9.946225e-7,"about_ca_system_score_gemma":0.000019572406,"threshold_uncertainty_score":0.99771124},"labels":[],"label_agreement":null},{"id":"W2104474938","doi":"10.1190/1.1816859","title":"Subsalt event regularization with steering filters","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Regularization (linguistics); Computer science; Geology; Artificial intelligence","score_opus":0.012498091264520285,"score_gpt":0.17578386629701864,"score_spread":0.16328577503249836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104474938","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29197305,0.00061972236,0.15204912,0.009694585,0.0005268482,0.000456036,0.00001745704,0.0016906654,0.5429725],"genre_scores_gemma":[0.98743844,0.000026059473,0.0044242516,0.0012534914,0.000019515812,2.805703e-7,0.000016254382,0.0000017530369,0.006819937],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999594,0.000012562689,0.0000621,0.0001027742,0.000117437594,0.00011116601],"domain_scores_gemma":[0.99982333,0.000012228872,0.000019536896,0.00009220494,0.000012731433,0.00003994472],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058708265,0.00005109928,0.000045163753,0.0000424482,0.000058939997,0.000026502425,0.00006699561,0.000017006862,0.00565218],"category_scores_gemma":[0.0000041949825,0.00003535592,0.000012905257,0.00010150919,0.000024282197,0.00014695714,0.00000225473,0.00003897303,0.00017456438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022856808,0.000027471986,0.21095923,0.000024118937,0.000022849024,0.00002313159,0.0005252504,0.0058994223,0.000092584654,0.00039515478,0.14374734,0.6382606],"study_design_scores_gemma":[0.00026204955,0.00022318716,0.03017124,0.000037559974,0.000009427215,0.000037230184,0.00018088277,0.88782704,0.0068046628,0.00033351957,0.073852785,0.0002603938],"about_ca_topic_score_codex":0.0007162039,"about_ca_topic_score_gemma":0.000021928005,"teacher_disagreement_score":0.8819276,"about_ca_system_score_codex":0.0000020133746,"about_ca_system_score_gemma":0.000002745216,"threshold_uncertainty_score":0.9952568},"labels":[],"label_agreement":null},{"id":"W2104605482","doi":"10.1190/geo2011-0075.1","title":"Fracture mapping using seismic amplitude variation with offset and azimuth analysis at the Weyburn CO2 storage site","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Carleton University; Husky Energy (Canada)","funders":"Natural Environment Research Council; Sight Research UK; Cenovus Energy","keywords":"Geology; Anisotropy; Fracture (geology); Amplitude; Petrology; Azimuth; Seismology; Amplitude versus offset; Geotechnical engineering; Geometry","score_opus":0.012188620809862237,"score_gpt":0.20374664350849303,"score_spread":0.1915580226986308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104605482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9583353,0.00027524921,0.040672693,0.00031360466,0.0000664925,0.00008558588,0.000044358756,0.000052353498,0.00015439528],"genre_scores_gemma":[0.99614555,0.000019547604,0.0010147963,0.0023795424,0.00013109764,4.7369002e-7,0.0001647881,0.00000366755,0.00014056357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992331,0.000064066524,0.0001002157,0.00016459123,0.0001985233,0.00023946192],"domain_scores_gemma":[0.99950737,0.00007674388,0.00010991105,0.00020698673,0.00003040743,0.000068580215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002417426,0.00011830142,0.0001429849,0.000071366405,0.0005088748,0.00005604631,0.00008221162,0.000043262367,0.00013699327],"category_scores_gemma":[0.0000055216697,0.00007451601,0.00004549109,0.00041848051,0.00007169407,0.00031740358,0.000025586089,0.00013312743,0.000044545814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035967052,0.000024229457,0.9444974,0.00002450748,0.00029678582,0.0000031517816,0.007828932,0.035672948,0.0003332366,0.000022291833,0.0021900092,0.00907055],"study_design_scores_gemma":[0.00012612744,0.00002620291,0.6520461,0.000013680999,0.00030047944,0.0000107799515,0.00029127084,0.3283446,0.00017791417,0.00029036612,0.018169444,0.00020302145],"about_ca_topic_score_codex":0.006400043,"about_ca_topic_score_gemma":0.000046833622,"teacher_disagreement_score":0.29267165,"about_ca_system_score_codex":0.000011876051,"about_ca_system_score_gemma":0.000015736734,"threshold_uncertainty_score":0.9674994},"labels":[],"label_agreement":null},{"id":"W2104712639","doi":"10.1190/1.3485762","title":"Nonstationary phase estimation: A tool for seismic interpretation?","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpretation (philosophy); Geology; Horizon; Interference (communication); Instantaneous phase; Amplitude; Layer (electronics); Seismology; Phase (matter); Turbidite; Constructive; Mineralogy; Geometry; Optics; Mathematics; Computer science; Materials science; Physics; Paleontology; Sedimentary rock; Telecommunications; Channel (broadcasting)","score_opus":0.014675235444531198,"score_gpt":0.281056904652506,"score_spread":0.2663816692079748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104712639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55189884,0.000088596484,0.41841465,0.010613593,0.0020787725,0.00067077036,0.00012354476,0.0004552172,0.01565601],"genre_scores_gemma":[0.97961295,0.0000024929238,0.015654745,0.0031625677,0.00013028075,0.000006772694,0.00011214569,0.0000032780065,0.0013147952],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995323,0.000022275028,0.000117427044,0.00011598496,0.00008335653,0.0001286938],"domain_scores_gemma":[0.9994108,0.00032982434,0.000049040722,0.00014748596,0.00003607934,0.000026773645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034375608,0.00006811518,0.00006765247,0.000051597206,0.00022941145,0.000058434984,0.00018123604,0.000030710995,0.0003597133],"category_scores_gemma":[0.00011929607,0.000047448575,0.000040603456,0.00008596342,0.00008883493,0.00020473654,0.00000477461,0.00013753668,0.00037688666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006663166,0.000019254903,0.001386823,0.000016237225,0.000011516056,0.0000010908763,0.0011754713,0.0011223061,0.0005864305,0.0006477215,0.14354467,0.85142183],"study_design_scores_gemma":[0.0002543658,0.00006123356,0.00052138296,0.000011985217,0.000011474459,0.000019249253,0.000056222994,0.9216816,0.0015335062,0.0077121393,0.06804836,0.000088515095],"about_ca_topic_score_codex":0.000081019185,"about_ca_topic_score_gemma":0.00000771124,"teacher_disagreement_score":0.9205593,"about_ca_system_score_codex":0.000002471438,"about_ca_system_score_gemma":0.000032601114,"threshold_uncertainty_score":0.4844241},"labels":[],"label_agreement":null},{"id":"W2104885810","doi":"10.1190/1.2148318","title":"Relative polarity in correlating P‐P and P‐S events and approximations to R PS for polarity and AVO","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Polarity (international relations); Sign (mathematics); Event (particle physics); Function (biology); Section (typography); Citation; Physics; Algorithm; Computer science; Geology; Chemistry; Combinatorics; Mathematics; Astrophysics; Library science; Mathematical analysis; Biology","score_opus":0.01594923786696411,"score_gpt":0.24178164375638198,"score_spread":0.22583240588941786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104885810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849432,0.0003139469,0.0065096994,0.0038170808,0.000029450843,0.0003217656,0.000039245544,0.000049939135,0.0039756605],"genre_scores_gemma":[0.9508181,0.000026345695,0.047458198,0.0013085764,0.000015437588,0.0000014388462,0.000014682225,0.0000015295935,0.00035567652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994832,0.000029572171,0.00011874815,0.00017513648,0.000059416878,0.00013390335],"domain_scores_gemma":[0.9996648,0.00015703705,0.000025998093,0.00005175971,0.000017491873,0.00008290855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003319999,0.00006891762,0.0000918562,0.00008580039,0.00015510367,0.0000324834,0.000034087603,0.00004717054,0.000046793437],"category_scores_gemma":[0.00012575646,0.000059575214,0.000009346583,0.00008230506,0.00004034579,0.0003930528,0.000015507248,0.0001038246,0.000004394203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013536243,0.000008725444,0.8706524,0.000011890813,0.0000033531887,2.0547215e-7,0.00076577184,0.000014126555,0.00001917767,0.0006774752,0.0004403058,0.12739304],"study_design_scores_gemma":[0.00040742758,0.00010310093,0.77847445,0.000034713215,0.000008287943,0.00001325425,0.00045534145,0.20458482,0.00016621956,0.009611921,0.005977676,0.00016282129],"about_ca_topic_score_codex":0.0057378206,"about_ca_topic_score_gemma":0.00079143804,"teacher_disagreement_score":0.2045707,"about_ca_system_score_codex":0.000003881326,"about_ca_system_score_gemma":0.000009777967,"threshold_uncertainty_score":0.8673907},"labels":[],"label_agreement":null},{"id":"W2104920672","doi":"10.1190/1.3115122","title":"Compressive simultaneous full-waveform simulation","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compressed sensing; Discretization; Solver; Helmholtz equation; Helmholtz free energy; Computer science; Algorithm; Sampling (signal processing); Waveform; Computational complexity theory; Mathematical optimization; Applied mathematics; Mathematics; Mathematical analysis; Physics; Telecommunications; Boundary value problem","score_opus":0.010819181540497262,"score_gpt":0.22437579358739118,"score_spread":0.2135566120468939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104920672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93895763,0.00012597353,0.011269449,0.000773289,0.0003958157,0.00024042437,0.000034483088,0.00058194366,0.047620986],"genre_scores_gemma":[0.9959536,0.000008981006,0.0009169698,0.0025919115,0.0001401999,1.1454134e-7,0.00008524278,0.0000016705916,0.0003012944],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993961,0.000015460528,0.00010302878,0.00014331893,0.00015939616,0.00018269096],"domain_scores_gemma":[0.9995871,0.0001136987,0.000052956275,0.0001458883,0.00004542818,0.000054928118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043476248,0.00009168054,0.0000953253,0.000032362732,0.000121054785,0.0000362322,0.00011788657,0.00003771378,0.00030244296],"category_scores_gemma":[0.000022195472,0.00007765278,0.000041947093,0.000116974086,0.000031662916,0.00017621105,0.0000037934724,0.000094959905,0.0006163326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030326923,0.000017826205,0.00055498997,0.0000033349068,0.0000044549593,0.000015322232,0.0001746345,0.12725946,0.00017556698,0.00008838648,0.0014164012,0.8702593],"study_design_scores_gemma":[0.00012212551,0.0001948158,0.008329721,0.000010681105,0.0000070239585,0.000004062738,0.000041806088,0.96339655,0.00075691123,0.012627769,0.014357046,0.00015150374],"about_ca_topic_score_codex":0.00040993944,"about_ca_topic_score_gemma":0.0000034989591,"teacher_disagreement_score":0.87010777,"about_ca_system_score_codex":0.00000375379,"about_ca_system_score_gemma":0.000013329579,"threshold_uncertainty_score":0.7921914},"labels":[],"label_agreement":null},{"id":"W2104933591","doi":"10.1111/j.1365-246x.2006.03156.x","title":"Full waveform tomography for lithospheric imaging: results from a blind test in a realistic crustal model","year":2006,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":278,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Tomography; Waveform; Geology; Seismology; Seismic tomography; Geodesy; Earth structure; Lithosphere; Acoustics; Physics; Optics; Computer science; Tectonics; Telecommunications","score_opus":0.01242773610722414,"score_gpt":0.23269107870841083,"score_spread":0.22026334260118668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104933591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91224164,0.0001848383,0.044261523,0.009475255,0.0012267916,0.0003533942,0.0025680594,0.00016760468,0.029520914],"genre_scores_gemma":[0.98415345,0.000015903735,0.013138643,0.00072864525,0.0008369668,0.000002336116,0.0005669496,0.0000056528547,0.0005514777],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998714,0.00001863046,0.0004044343,0.00024450864,0.00035005095,0.0002683569],"domain_scores_gemma":[0.99920833,0.0003001083,0.00016416547,0.00009964662,0.00013810351,0.00008965458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021513167,0.00013777483,0.00014938289,0.00014626965,0.00010329083,0.0001786183,0.0003198781,0.000042066073,0.00016224438],"category_scores_gemma":[0.00013175204,0.000114458104,0.00014980575,0.00016357741,0.00007602848,0.00035941202,0.000015395966,0.00026711068,0.00003519215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009752597,0.0018747243,0.16174439,0.0000312452,0.00019987245,0.0005342568,0.0011526546,0.07242046,0.0027121047,0.0028336863,0.28250235,0.46424165],"study_design_scores_gemma":[0.0013371266,0.00009873995,0.04357169,0.00004369662,0.000010266631,0.000037864567,0.000050784158,0.873906,0.00012158189,0.07587397,0.0047889724,0.0001592724],"about_ca_topic_score_codex":0.009705369,"about_ca_topic_score_gemma":0.00018985888,"teacher_disagreement_score":0.8014856,"about_ca_system_score_codex":0.000024678577,"about_ca_system_score_gemma":0.000060906168,"threshold_uncertainty_score":0.9968891},"labels":[],"label_agreement":null},{"id":"W2105140348","doi":"10.1190/1.3353730","title":"Beyond the dots in the box: Microseismicity-constrained fracture models for reservoir simulation","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Geology; Inversion (geology); Seismology; Hydraulic fracturing; Shale gas; Fracture (geology); Shear (geology); Slip (aerodynamics); Petrology; Oil shale; Petroleum engineering; Geotechnical engineering; Tectonics; Engineering; Paleontology","score_opus":0.024979160862551676,"score_gpt":0.2671236321036133,"score_spread":0.24214447124106162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105140348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8797627,0.0003047319,0.02234164,0.07192795,0.0010225126,0.0012823466,0.0000887654,0.00019000527,0.023079325],"genre_scores_gemma":[0.98070705,0.0000067172923,0.0006797809,0.017784005,0.00023872132,0.000004537118,0.000036235924,0.0000043255936,0.0005386413],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991915,0.00010896165,0.00014922947,0.00015757693,0.00014731177,0.00024542207],"domain_scores_gemma":[0.99837786,0.0011603881,0.0000670946,0.00034020338,0.000031672254,0.000022790435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014145308,0.00010751743,0.00009919806,0.000048037306,0.0004439102,0.000121735146,0.0006267097,0.000080447375,0.00006938434],"category_scores_gemma":[0.00010988127,0.00004811583,0.000061310246,0.00015715085,0.00019842054,0.00019694628,0.00001114547,0.0004924498,0.000043003663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002654351,0.00007045705,0.011497015,0.000058298832,0.000044792567,0.000007918745,0.029801467,0.36175883,0.003458137,0.0045725834,0.44755128,0.14091378],"study_design_scores_gemma":[0.00021015144,0.000035252666,0.002189877,0.000012836363,0.000013060277,0.000010689974,0.00052738894,0.7762935,0.0016377912,0.07075365,0.14819185,0.00012390307],"about_ca_topic_score_codex":0.0009885823,"about_ca_topic_score_gemma":0.00021195976,"teacher_disagreement_score":0.41453472,"about_ca_system_score_codex":0.0000033217464,"about_ca_system_score_gemma":0.000028104141,"threshold_uncertainty_score":0.34142432},"labels":[],"label_agreement":null},{"id":"W2105333540","doi":"10.1190/1.3467760","title":"Reservoir characterization using surface microseismic monitoring","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":291,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Geology; Geothermal gradient; Seismology; Software deployment; Inversion (geology); Anisotropy; Field (mathematics); Reservoir modeling; Remote sensing; Computer science; Petroleum engineering; Geophysics; Tectonics","score_opus":0.017653583864845925,"score_gpt":0.23051713167462867,"score_spread":0.21286354780978275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105333540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974728,0.000012958844,0.00051065686,0.00012935186,0.0010429617,0.00005976054,0.000027833747,0.0001320244,0.0006116149],"genre_scores_gemma":[0.99407524,0.0000138295645,0.004909418,0.00027962626,0.0003294894,1.2388492e-7,0.00008458846,0.0000044961093,0.0003031718],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993951,0.000017332875,0.00010191095,0.00016029879,0.00012779982,0.00019759887],"domain_scores_gemma":[0.9996195,0.000022404785,0.00005788751,0.00018864332,0.000042500502,0.00006906194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011026903,0.000089526686,0.000083748804,0.00002811799,0.00019040654,0.00006808051,0.00015828616,0.0000528345,0.00021557526],"category_scores_gemma":[0.000013876477,0.000085365624,0.00003274009,0.00015373531,0.00004844602,0.00031278384,0.000012219234,0.00020661492,0.00013090133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008300193,0.000011024677,0.25956503,0.000009540945,0.000005361186,0.0000033844171,0.00017298087,0.00031044398,0.7045812,0.000014699204,0.0002937576,0.035024285],"study_design_scores_gemma":[0.00023824631,0.000054427666,0.39117202,0.00004835502,0.000020080028,0.000020249818,0.00013105903,0.1712227,0.39796835,0.002108845,0.036500715,0.00051492994],"about_ca_topic_score_codex":0.0026868465,"about_ca_topic_score_gemma":0.0000041189505,"teacher_disagreement_score":0.30661285,"about_ca_system_score_codex":0.000002649461,"about_ca_system_score_gemma":0.000036692654,"threshold_uncertainty_score":0.40617263},"labels":[],"label_agreement":null},{"id":"W2105374996","doi":"10.1190/1.2896621","title":"Stratigraphically significant attributes","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Geochemistry","score_opus":0.03960382188646546,"score_gpt":0.22462253292325535,"score_spread":0.18501871103678988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105374996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9230648,0.0005821637,0.0018298016,0.009387758,0.00046371017,0.00018138482,0.000027647699,0.0005268745,0.06393583],"genre_scores_gemma":[0.99534005,0.000111758665,0.0005472964,0.0021008174,0.00010675301,5.340476e-7,0.0000138366295,0.0000020695575,0.0017768592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993702,0.000053261283,0.00010508234,0.0001274891,0.00014303648,0.00020093984],"domain_scores_gemma":[0.9995609,0.00015568464,0.000033232045,0.00017773978,0.00002017691,0.00005228436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025165838,0.00007717607,0.00008944433,0.000043027,0.00032493073,0.000024931507,0.00026507635,0.000032625154,0.0004177265],"category_scores_gemma":[0.00003829862,0.000046286343,0.000047265574,0.000173366,0.00022277037,0.00008855718,0.000005621908,0.00015904749,0.00068739196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021745083,0.000018569213,0.30032954,0.000008646088,0.000022394295,0.00004768442,0.00089208194,0.00009709421,0.00091836485,0.00064719946,0.6379608,0.05903588],"study_design_scores_gemma":[0.00036916777,0.000343268,0.4467925,0.000057194044,0.000031726086,0.00025844277,0.00032766597,0.020424416,0.02281283,0.008538719,0.49941552,0.0006285108],"about_ca_topic_score_codex":0.0006582705,"about_ca_topic_score_gemma":0.00001226985,"teacher_disagreement_score":0.146463,"about_ca_system_score_codex":0.0000017874563,"about_ca_system_score_gemma":0.000026328762,"threshold_uncertainty_score":0.8835262},"labels":[],"label_agreement":null},{"id":"W2105451018","doi":"10.1139/cjes-2013-0152","title":"New geophysical models for subsurface velocity structure in the Nechako–Chilcotin plateau from 2.5-D waveform tomography","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Seismology; Inversion (geology); Seismic vibrator; Seismic tomography; Geophysics; Tectonics; Volcano; Mantle (geology)","score_opus":0.015537679250536564,"score_gpt":0.1996977196063098,"score_spread":0.18416004035577324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105451018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99021685,0.00038970265,0.003924288,0.0029728848,0.00049402827,0.00012396068,0.00009372181,0.000008274236,0.0017763082],"genre_scores_gemma":[0.9864614,0.000008704982,0.011372151,0.0019077815,0.00021350068,1.08708626e-7,0.000008149488,0.0000018807443,0.0000263157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988515,0.00007435322,0.00024023952,0.00016770844,0.00029247458,0.00037372028],"domain_scores_gemma":[0.99912703,0.00023283262,0.00014016338,0.00011521655,0.000053356307,0.00033137764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000857588,0.00011228634,0.00017834082,0.0002452616,0.00032770177,0.00018990377,0.0007204464,0.000057562356,0.00023011939],"category_scores_gemma":[0.000073901116,0.00006864143,0.00009534734,0.00044655724,0.0002405678,0.00050177635,0.0000031917966,0.00024120921,0.0000043754007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009363301,0.000018003204,0.5449802,0.00002048081,0.000048001057,0.000042608164,0.00856481,0.04556131,0.000117411466,0.0045198794,0.033657867,0.36237577],"study_design_scores_gemma":[0.00065809605,0.00076616474,0.4441098,0.00010973354,0.000024875577,0.000067196124,0.0014194741,0.26080626,0.0013920529,0.24834122,0.041915428,0.00038969752],"about_ca_topic_score_codex":0.1589157,"about_ca_topic_score_gemma":0.16636306,"teacher_disagreement_score":0.36198607,"about_ca_system_score_codex":0.0000020444786,"about_ca_system_score_gemma":0.00062064,"threshold_uncertainty_score":0.84884864},"labels":[],"label_agreement":null},{"id":"W2105747719","doi":"10.1190/tle32121456.1","title":"Preconditioning seismic data with 5D interpolation for computing geometric attributes","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Footprint; Prestack; Smoothing; Classification of discontinuities; Azimuth; Interpolation (computer graphics); Geology; Missing data; Computer science; Noise (video); Inversion (geology); Algorithm; Seismology; Data mining; Artificial intelligence; Computer vision; Mathematics","score_opus":0.05168157601438398,"score_gpt":0.2546732503742409,"score_spread":0.2029916743598569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105747719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55120224,0.0004067156,0.43709245,0.004187567,0.0005318477,0.00078308297,0.00014635539,0.00043325618,0.0052164774],"genre_scores_gemma":[0.99062693,0.0000056578488,0.006862546,0.0012301999,0.00015704331,0.0000019109336,0.00051836245,0.000004492429,0.0005928769],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993446,0.000035766534,0.00012248705,0.00019411734,0.00009257972,0.00021046205],"domain_scores_gemma":[0.9990701,0.00048158376,0.00008546084,0.00028363656,0.00004551016,0.000033724737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044252787,0.00008332785,0.00009807319,0.00011690855,0.00031169673,0.00014720943,0.00042005128,0.000026975058,0.00025296162],"category_scores_gemma":[0.00009265562,0.000052143212,0.000018743118,0.00026079454,0.00006395463,0.00047536095,0.000028662533,0.00011271167,0.0003299163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015420539,0.000009536328,0.10093114,0.000038666505,0.00003861441,4.0764525e-7,0.00051620934,0.0016297438,0.000057236783,0.000035429362,0.42242256,0.47430503],"study_design_scores_gemma":[0.00014342199,0.00008347571,0.028972639,0.00006467398,0.000017212918,0.000016185513,0.00021443493,0.9523517,0.00052470586,0.0007276049,0.01676065,0.00012330679],"about_ca_topic_score_codex":0.001057865,"about_ca_topic_score_gemma":0.000010842792,"teacher_disagreement_score":0.9507219,"about_ca_system_score_codex":0.000005314828,"about_ca_system_score_gemma":0.000016648926,"threshold_uncertainty_score":0.42405167},"labels":[],"label_agreement":null},{"id":"W2105937769","doi":"10.1190/1.3255919","title":"Seismic source comparison for compressional and converted‐wave generation at Spring Coulee, Alberta","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dynamite; Seismic vibrator; Geology; Seismology; Mineralogy; Archaeology; Geography","score_opus":0.030267728475647186,"score_gpt":0.2394021732671106,"score_spread":0.20913444479146343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105937769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91861296,0.00041913646,0.06930629,0.0032315613,0.00023717013,0.00031124684,0.000017209997,0.00016617459,0.0076982547],"genre_scores_gemma":[0.98586357,0.00001967428,0.004777616,0.0055742883,0.000081511964,6.9265064e-7,0.00013065503,0.0000022298518,0.0035497537],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993205,0.000022461481,0.00015378355,0.00020923544,0.000119425815,0.00017455722],"domain_scores_gemma":[0.99963385,0.00011257601,0.000050907667,0.00009398916,0.000026033498,0.00008267183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011312278,0.00010097272,0.00013220633,0.00004644489,0.00024043026,0.000047550293,0.000065410924,0.000052765157,0.0005356813],"category_scores_gemma":[0.0000140996935,0.00008149068,0.000031192878,0.000038949554,0.00004506533,0.00013182976,0.000008533885,0.00006150596,0.000036316873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011891596,0.000043907206,0.23344253,0.00002181537,0.000022093824,0.0000013173625,0.00041032623,0.0046917615,0.0022423302,0.00028572645,0.34742668,0.4112926],"study_design_scores_gemma":[0.00024761772,0.0000882131,0.015413053,0.00000921302,0.0000069995663,0.00000951826,0.00003186702,0.87377423,0.006273447,0.00017278655,0.103857666,0.000115395844],"about_ca_topic_score_codex":0.004188051,"about_ca_topic_score_gemma":0.0002174441,"teacher_disagreement_score":0.86908245,"about_ca_system_score_codex":0.0000053655235,"about_ca_system_score_gemma":0.000011201632,"threshold_uncertainty_score":0.6331108},"labels":[],"label_agreement":null},{"id":"W2106092743","doi":"10.1190/1.1487080","title":"Case History: Comparison of linear regression and a probabilistic neural network to predict porosity from 3-D seismic attributes in Lower Brushy Canyon channeled sandstones, southeast New Mexico","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Porosity; Canyon; Linear regression; Seismic attribute; Petrophysics; Mineral resource classification; Probabilistic logic; Mineralogy; Well logging; Siltstone; Petrology; Geomorphology; Structural basin; Geotechnical engineering; Geochemistry; Petroleum engineering; Statistics; Mathematics","score_opus":0.029434708810659474,"score_gpt":0.2327652771954576,"score_spread":0.20333056838479813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106092743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997065,0.0010446268,0.00047476962,0.00046555992,0.00038832938,0.00026330873,0.00012907329,0.000079470825,0.000089851914],"genre_scores_gemma":[0.99811184,0.000029795363,0.0007197212,0.0005926189,0.00024332652,0.0000014669687,0.00016845226,0.000006655188,0.00012609121],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988001,0.000082331884,0.00027830742,0.000328149,0.00019498542,0.0003161405],"domain_scores_gemma":[0.999302,0.00009928726,0.00013702508,0.00023186389,0.00004121352,0.00018858473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001494036,0.00018695382,0.00036406834,0.000066410474,0.00010183293,0.000014939538,0.00014084659,0.00008144491,0.00010828979],"category_scores_gemma":[0.000035258137,0.00015981958,0.00004778737,0.00024933575,0.00008394126,0.00013308857,0.000035724483,0.00020479357,0.000015340745],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006020725,0.00012663867,0.8409529,0.000038787086,0.000019005285,0.0003011332,0.0027234892,0.035676315,0.00010009184,0.000006799177,0.06323762,0.056215197],"study_design_scores_gemma":[0.0010108246,0.000644329,0.120118015,0.00032102028,0.000063607105,0.00012959885,0.00043819885,0.85798615,0.00031576256,0.0017824151,0.016685773,0.0005042793],"about_ca_topic_score_codex":0.097609,"about_ca_topic_score_gemma":0.0016484564,"teacher_disagreement_score":0.82230985,"about_ca_system_score_codex":0.000027779295,"about_ca_system_score_gemma":0.0000909265,"threshold_uncertainty_score":0.9084001},"labels":[],"label_agreement":null},{"id":"W2106155349","doi":"10.1190/1.3496911","title":"Delineating oil-sand reservoirs with high-resolution PP/PS processing and joint inversion in the Junggar Basin, Northwest China","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Inversion (geology); Prestack; Lithology; Seismic inversion; Structural basin; High resolution; Fluvial; Drilling; Seismology; Joint (building); Petrology; Mineralogy; Geomorphology; Remote sensing","score_opus":0.015095321005400123,"score_gpt":0.2140700262123221,"score_spread":0.19897470520692198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106155349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991068,0.00020743099,0.00013630104,0.005316123,0.00013623257,0.00008888136,0.0000053149256,0.00007413264,0.002967557],"genre_scores_gemma":[0.9967399,0.000055106706,0.0015457778,0.001320731,0.00014216865,0.000001461833,0.000028209926,0.0000050853378,0.00016151054],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990808,0.00010774288,0.0001559902,0.00020130839,0.00021212664,0.00024203728],"domain_scores_gemma":[0.99952894,0.000107433334,0.00008819962,0.00020326533,0.000030552026,0.000041584222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011030077,0.00012120652,0.00012741037,0.000076242584,0.0005237257,0.00013218279,0.00022463672,0.000055255,0.000029180661],"category_scores_gemma":[0.00008684223,0.00006200506,0.000019029554,0.0002662062,0.00020999911,0.00027182585,0.000020662656,0.000478638,0.00002365263],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022542322,0.000057291876,0.5486747,0.00021351317,0.000018378822,0.000042935386,0.014339022,0.0015049671,0.0029731123,0.0002072762,0.03597375,0.39576963],"study_design_scores_gemma":[0.0011903347,0.0003754685,0.4594457,0.00072822685,0.000072240924,0.0002574172,0.0028710663,0.4835982,0.005625195,0.0013207748,0.043819338,0.00069604185],"about_ca_topic_score_codex":0.014441333,"about_ca_topic_score_gemma":0.002217687,"teacher_disagreement_score":0.48209324,"about_ca_system_score_codex":0.000005531912,"about_ca_system_score_gemma":0.00003441628,"threshold_uncertainty_score":0.9921216},"labels":[],"label_agreement":null},{"id":"W2106217266","doi":"10.1190/1.2792733","title":"Passive‐seismic event‐classification techniques applied to heavy‐oil production from Cold Lake, Alberta","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Event (particle physics); Noise (video); Geology; Seismology; Computer science; Artificial intelligence","score_opus":0.01398869553094758,"score_gpt":0.22510198101494883,"score_spread":0.21111328548400124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106217266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47400278,0.00014435333,0.06639848,0.034383833,0.0019524326,0.0014288038,0.00011538368,0.002844022,0.41872993],"genre_scores_gemma":[0.9728736,0.000035199126,0.01133368,0.0058598975,0.0002885835,0.00000913196,0.00023978626,0.000007916831,0.009352179],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985831,0.00003006967,0.00030577707,0.00047136145,0.00028311563,0.00032661622],"domain_scores_gemma":[0.99921477,0.00011213773,0.000096731565,0.00035113766,0.00006438855,0.0001608229],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040097188,0.00017201024,0.00016246042,0.00019813247,0.00017375442,0.000057292713,0.00024186862,0.000107087515,0.0012450354],"category_scores_gemma":[0.00006098187,0.00014800859,0.000047456,0.00036661985,0.000062115665,0.00020566896,0.000014733317,0.00015032475,0.0007042702],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010671585,0.000042934334,0.008191085,0.000009269844,0.0000138183395,0.0000018501203,0.00023649767,0.000045008303,0.00642561,0.00018614267,0.1927099,0.79203117],"study_design_scores_gemma":[0.000093154296,0.00007651585,0.02271888,0.000032819302,0.000013480738,0.000003809614,0.00028619877,0.002030557,0.42832568,0.0008042943,0.5453063,0.00030828558],"about_ca_topic_score_codex":0.017024936,"about_ca_topic_score_gemma":0.004538406,"teacher_disagreement_score":0.7917229,"about_ca_system_score_codex":0.000017491462,"about_ca_system_score_gemma":0.000034144243,"threshold_uncertainty_score":0.99966794},"labels":[],"label_agreement":null},{"id":"W2106295515","doi":"10.1190/geo2013-0022.1","title":"Tensor completion based on nuclear norm minimization for 5D seismic data reconstruction","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Matrix norm; Algorithm; Computer science; Tensor (intrinsic definition); Inverse problem; Minification; Norm (philosophy); Rank (graph theory); Synthetic data; Convex optimization; Function (biology); Mathematical optimization; Mathematics; Regular polygon; Mathematical analysis; Physics; Geometry","score_opus":0.033312314689150406,"score_gpt":0.21247484336330782,"score_spread":0.1791625286741574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106295515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91747755,0.000028407498,0.055700004,0.007519184,0.0019970739,0.001835009,0.0012347389,0.0009120233,0.013296007],"genre_scores_gemma":[0.97447693,0.000009221561,0.018140102,0.0052017616,0.00020341758,0.00000324702,0.0017889237,0.000007525254,0.00016884592],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932015,0.000026384227,0.00012414358,0.00024489692,0.00012764378,0.00015677045],"domain_scores_gemma":[0.9993871,0.000077509445,0.000076448865,0.00034393638,0.00007154372,0.0000435013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008817987,0.00009181564,0.00009854708,0.000055209457,0.00017240441,0.000066663095,0.00020818478,0.00004420397,0.0007014337],"category_scores_gemma":[0.000030066103,0.00008234719,0.000031475138,0.000102212085,0.00004998714,0.0003890557,0.0000090266985,0.00006901696,0.0007237717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046211535,0.000031820524,0.0053406027,0.000031421067,0.000008308958,2.9353234e-7,0.000044487493,0.004296603,0.00008849711,0.00005583631,0.17112258,0.81893337],"study_design_scores_gemma":[0.00019278815,0.000108689004,0.011850547,0.000018898503,0.000009109805,0.000001877165,0.00005493895,0.95177704,0.00011079285,0.0014790818,0.034285136,0.00011110128],"about_ca_topic_score_codex":0.0019907742,"about_ca_topic_score_gemma":0.000004467757,"teacher_disagreement_score":0.94748044,"about_ca_system_score_codex":0.0000057490597,"about_ca_system_score_gemma":0.000019641642,"threshold_uncertainty_score":0.9302862},"labels":[],"label_agreement":null},{"id":"W2106807621","doi":"10.1016/j.jappgeo.2005.10.003","title":"Least-squares local Radon transforms for dip-dependent GPR image decomposition","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Ground-penetrating radar; Geology; Radon transform; Interpretability; Radon; Decomposition; Image (mathematics); Remote sensing; Coherence (philosophical gambling strategy); Parametric statistics; Computer science; Pattern recognition (psychology); Artificial intelligence; Mathematics; Radar","score_opus":0.006347490282106993,"score_gpt":0.22407878547363477,"score_spread":0.21773129519152778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106807621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6174004,0.00029566002,0.3664802,0.002663318,0.00052444346,0.00049029663,0.00009591111,0.000107844324,0.0119419],"genre_scores_gemma":[0.9845112,0.000062408115,0.013893479,0.00092172687,0.00052999286,0.000001069799,0.00003005391,0.000005967947,0.00004412062],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902546,0.000011993119,0.00032755628,0.00012003393,0.00029636908,0.00021858432],"domain_scores_gemma":[0.9994479,0.00007185196,0.0001991852,0.00009160953,0.00008852641,0.00010096224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027922366,0.00012824923,0.00021132211,0.00008307846,0.00012152019,0.000057415335,0.00019755882,0.00006000678,0.00013314215],"category_scores_gemma":[0.000003061385,0.00009855032,0.00015043169,0.00008068334,0.000070687354,0.00036944353,0.0000040177742,0.00022099324,0.000062215084],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005852097,0.000089723806,0.000108440014,0.0000323836,0.000041148065,0.0000059177246,0.00044212805,0.0031129362,0.0054607773,0.0005220335,0.007946388,0.9816529],"study_design_scores_gemma":[0.0072558476,0.0030100332,0.009584338,0.00022838784,0.00039964414,0.00031144082,0.0039384007,0.10137321,0.5493845,0.10334349,0.21967612,0.0014946068],"about_ca_topic_score_codex":0.000088368084,"about_ca_topic_score_gemma":0.000008352465,"teacher_disagreement_score":0.9801583,"about_ca_system_score_codex":0.000016751223,"about_ca_system_score_gemma":0.000047193636,"threshold_uncertainty_score":0.40187654},"labels":[],"label_agreement":null},{"id":"W2106947860","doi":"10.1306/05190403088","title":"Seismic attribute-based characterization of coalbed methane reservoirs: An example from the Fruitland Formation, San Juan basin, New Mexico","year":2004,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Coalbed methane; Geology; Structural basin; Reservoir modeling; Geochemistry; Mining engineering; Petroleum engineering; Seismology; Geomorphology; Coal; Archaeology; Coal mining; Geography","score_opus":0.03202911058033585,"score_gpt":0.22005840420955866,"score_spread":0.18802929362922283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106947860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94310445,0.000080902595,0.038084205,0.017630242,0.00014930882,0.00027774504,0.00025771008,0.00013852937,0.00027693325],"genre_scores_gemma":[0.9860761,0.00003995893,0.0022039546,0.007908031,0.000126839,0.0000018608827,0.0034841273,0.000006831492,0.00015229615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987777,0.00016643692,0.000316134,0.00023297725,0.00028053822,0.00022619974],"domain_scores_gemma":[0.99904984,0.00018145368,0.0001972346,0.00038334398,0.000075930184,0.00011219297],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047207772,0.00014427221,0.0001978401,0.000066114524,0.00015008754,0.00006140432,0.00036116617,0.00007871598,0.002928399],"category_scores_gemma":[0.000053146312,0.00010526873,0.00005736789,0.0001947373,0.00008380605,0.0002061192,0.000013492561,0.00013450891,0.00015816023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014235798,0.00036673842,0.2676391,0.00011809681,0.00016353642,0.000024518753,0.012164338,0.01202888,0.026163023,0.00017077869,0.60119444,0.07854296],"study_design_scores_gemma":[0.0021526844,0.00040308497,0.11645007,0.00014707894,0.000051063194,0.00000796029,0.00065019005,0.013401612,0.2024902,0.0016503698,0.6622135,0.00038215698],"about_ca_topic_score_codex":0.17191748,"about_ca_topic_score_gemma":0.0006782444,"teacher_disagreement_score":0.17632717,"about_ca_system_score_codex":0.000010552618,"about_ca_system_score_gemma":0.00010790017,"threshold_uncertainty_score":0.99798304},"labels":[],"label_agreement":null},{"id":"W2106968045","doi":"10.1190/1.2235616","title":"Regularization and datuming of seismic data by weighted, damped least squares","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Regularization (linguistics); Extrapolation; Hessian matrix; Algorithm; Synthetic data; Diagonal; Mathematics; Applied mathematics; Computer science; Mathematical optimization; Mathematical analysis; Geometry; Artificial intelligence","score_opus":0.009256770261599238,"score_gpt":0.19451606823267947,"score_spread":0.18525929797108023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106968045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97692007,0.000934856,0.015148991,0.00040137727,0.00016174332,0.00013187568,0.00077913643,0.00013407602,0.0053878482],"genre_scores_gemma":[0.9942666,0.00004608334,0.001819702,0.00023703866,0.000069571564,1.569656e-7,0.0029431884,0.0000030828655,0.0006145381],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999394,0.000025223144,0.00012582465,0.00019847561,0.00013561381,0.0001208777],"domain_scores_gemma":[0.99954414,0.00003307682,0.000076316705,0.00029835166,0.000023700337,0.00002440625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009872443,0.00007576272,0.00009925376,0.000033078373,0.00007648923,0.000028355917,0.00020096247,0.000026956719,0.000045663073],"category_scores_gemma":[0.000006486505,0.000068678106,0.000011803118,0.00012616928,0.00008801103,0.0003277563,0.000031144642,0.00005832262,0.00001408392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040880073,0.00007552185,0.10928977,0.00012798734,0.000027655218,0.000004937367,0.00020451342,0.00022074493,0.0043442007,0.00089944515,0.27036282,0.6144015],"study_design_scores_gemma":[0.00046996432,0.000095564064,0.03347653,0.000079131656,0.000053757834,0.000011251982,0.00021177145,0.7952256,0.019724084,0.037857585,0.11236922,0.00042553677],"about_ca_topic_score_codex":0.011854987,"about_ca_topic_score_gemma":0.00001779418,"teacher_disagreement_score":0.79500484,"about_ca_system_score_codex":0.0000011952505,"about_ca_system_score_gemma":0.000015881207,"threshold_uncertainty_score":0.99472517},"labels":[],"label_agreement":null},{"id":"W2107425512","doi":"10.1190/1.1487075","title":"Narrow-band spectral analysis and thin-bed tuning","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":251,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Geology; Cube (algebra); Data cube; Horizon; Set (abstract data type); Computer science; Suite; Window (computing); Reservoir modeling; Coherence (philosophical gambling strategy); Spectral shape analysis; Data set; Seismology; Algorithm; Spectral line; Data mining; Artificial intelligence; Geometry; Mathematics; Physics; Geotechnical engineering","score_opus":0.009276569886155755,"score_gpt":0.20082859871343794,"score_spread":0.1915520288272822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107425512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98375785,0.00020555734,0.0005636141,0.00033523986,0.0000735961,0.00003508177,0.000009207652,0.00011072906,0.014909123],"genre_scores_gemma":[0.99731565,0.00010622877,0.0009411096,0.0009306151,0.00008942244,1.9343027e-7,0.00004944528,0.000001961492,0.0005653928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938613,0.000024384744,0.000088710105,0.00017551064,0.00013200291,0.0001932607],"domain_scores_gemma":[0.9997005,0.000039819173,0.00003706661,0.00013483,0.00001806698,0.00006971189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010866827,0.000086983855,0.00013245156,0.00010023979,0.00013992067,0.000057559286,0.00009399821,0.000029587312,0.0004931981],"category_scores_gemma":[0.000007543368,0.00007478415,0.000060380044,0.0004998314,0.00006501411,0.00019556268,0.000005053943,0.00009800232,0.00007268205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023302831,0.0000135952405,0.93246835,0.0000073420597,0.00011883488,0.000032867843,0.0006580389,0.00042574605,0.00036193113,0.00013123671,0.0029847843,0.062773965],"study_design_scores_gemma":[0.00032120076,0.00014673133,0.82900023,0.000013766188,0.00032451126,0.000027264556,0.00040439368,0.13070144,0.0052692993,0.013052163,0.020265387,0.00047361522],"about_ca_topic_score_codex":0.005856444,"about_ca_topic_score_gemma":0.000084748695,"teacher_disagreement_score":0.13027568,"about_ca_system_score_codex":0.0000019928307,"about_ca_system_score_gemma":0.000011148157,"threshold_uncertainty_score":0.88532305},"labels":[],"label_agreement":null},{"id":"W2107772097","doi":"10.1071/eg00359","title":"Crosswell seismic tomography without ray tracing","year":2000,"lang":"en","type":"article","venue":"Exploration Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Eikonal equation; Geology; Tomography; Seismic tomography; Solver; Ray tracing (physics); Fast marching method; Inversion (geology); Residual; Seismology; Anisotropy; Algorithm; Geophysics; Mathematical analysis; Mathematical optimization; Computer science; Tectonics; Mathematics; Physics; Mantle (geology); Optics","score_opus":0.01464106581383239,"score_gpt":0.21593085943772314,"score_spread":0.20128979362389074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107772097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94807863,0.00016723304,0.016631516,0.0007848068,0.00043295138,0.00021663502,0.000034167042,0.00058930006,0.033064768],"genre_scores_gemma":[0.9935889,0.00009559376,0.0015795255,0.0023762283,0.00020204463,0.0000023996342,0.00016163933,0.000005671199,0.0019879865],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912757,0.00004802371,0.00016964717,0.00022830316,0.00020982635,0.00021664097],"domain_scores_gemma":[0.9996143,0.000026935957,0.000051348063,0.00019875809,0.000036647874,0.00007203098],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001274008,0.00013024447,0.00012216823,0.00006827335,0.00023788589,0.000116375835,0.00013865087,0.000045564437,0.002079946],"category_scores_gemma":[0.0000044963463,0.00011914019,0.000073319716,0.00031251553,0.00007609792,0.0009974218,0.0000029151397,0.0001282761,0.0017625014],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059622253,0.000043613534,0.01608607,0.000016885071,0.000018439301,0.0000062725826,0.002450338,0.021851597,0.00013925893,0.00004965063,0.021799503,0.9374787],"study_design_scores_gemma":[0.0009978642,0.00040021594,0.03272159,0.00010096561,0.000047977388,0.000013758987,0.0013945732,0.5955256,0.014109265,0.030740902,0.32277647,0.00117083],"about_ca_topic_score_codex":0.0010168197,"about_ca_topic_score_gemma":0.000009836535,"teacher_disagreement_score":0.9363079,"about_ca_system_score_codex":0.0000030555955,"about_ca_system_score_gemma":0.000023684188,"threshold_uncertainty_score":0.99901474},"labels":[],"label_agreement":null},{"id":"W2108001228","doi":"10.1306/04061009020","title":"Porosity prediction from seismic attributes of the Ordovician Trenton-Black River groups, Rochester field, southern Ontario","year":2010,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Ordovician; Field (mathematics); Mining engineering; Archaeology; Paleontology; Geochemistry; Geography","score_opus":0.0075363299123962215,"score_gpt":0.17206187341330942,"score_spread":0.1645255435009132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108001228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992162,0.000032245003,0.00019803137,0.0043164045,0.000544198,0.000115816794,0.0001887039,0.000069572474,0.0023730544],"genre_scores_gemma":[0.993196,0.000006171593,0.00051255774,0.0031776514,0.00012084851,6.785452e-7,0.00011213782,0.0000036633444,0.002870256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991585,0.000052685864,0.00019087113,0.00021475069,0.00020220231,0.00018098374],"domain_scores_gemma":[0.9993712,0.0001121305,0.000109708584,0.00031405382,0.000036851925,0.000056110104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016864837,0.00012008558,0.00013376855,0.000031711854,0.00013149511,0.000028225979,0.0003151221,0.000119753386,0.008326005],"category_scores_gemma":[0.0000363079,0.000083016654,0.00009460761,0.00007149718,0.00016444622,0.00005030724,0.00003057894,0.00036108986,0.00042930624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025653575,0.000020275304,0.9285451,0.0000029125436,0.0000134785405,0.0000011481048,0.0020496787,0.00002859482,0.00030176525,0.0000034825919,0.061502557,0.007505358],"study_design_scores_gemma":[0.00025969255,0.00007355764,0.6670262,0.00003035486,0.000032766508,0.0000035921998,0.0003160632,0.0015718528,0.0071760826,0.00091796945,0.3224484,0.0001434517],"about_ca_topic_score_codex":0.43351555,"about_ca_topic_score_gemma":0.058915485,"teacher_disagreement_score":0.37460005,"about_ca_system_score_codex":0.0000070015344,"about_ca_system_score_gemma":0.000042344967,"threshold_uncertainty_score":0.99258053},"labels":[],"label_agreement":null},{"id":"W2108443760","doi":"10.1190/segam2012-0517.1","title":"AVO theory for large contrast elastic and anelastic targets in pre-critical regimes","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contrast (vision); Statistical physics; Materials science; Mechanics; Physics; Optics","score_opus":0.010360317659836587,"score_gpt":0.23935127243294216,"score_spread":0.22899095477310558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108443760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52467036,0.01418649,0.38315418,0.003159788,0.0020301011,0.0013642394,0.000331832,0.00070503796,0.070397995],"genre_scores_gemma":[0.9951734,0.000024227424,0.0025396023,0.0013623871,0.0000773896,0.000002355539,0.000021685839,0.0000030098731,0.0007959292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991855,0.00006486993,0.00012582022,0.00014251974,0.0000787908,0.0004024958],"domain_scores_gemma":[0.99869996,0.0010688952,0.000016416725,0.00007424459,0.00001667383,0.00012383253],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000589808,0.00009150559,0.00012316716,0.0000667058,0.00008151215,0.00002608794,0.00006870995,0.00005191738,0.0012325988],"category_scores_gemma":[0.0004031298,0.00006881563,0.000022880013,0.000047785754,0.00008703139,0.00021057934,0.000007895438,0.00008593996,0.000041597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040110774,0.00018010131,0.80703646,0.00017683934,0.000025685726,0.000008534683,0.0016771134,0.000034727735,0.000049821083,0.088345766,0.06116628,0.040897544],"study_design_scores_gemma":[0.0017937003,0.0005665859,0.60906583,0.00013168041,0.00006900374,0.00007572919,0.0012730575,0.21504648,0.002042591,0.058520284,0.110650316,0.0007647153],"about_ca_topic_score_codex":0.00025924487,"about_ca_topic_score_gemma":0.000024372452,"teacher_disagreement_score":0.47050306,"about_ca_system_score_codex":0.0000023601501,"about_ca_system_score_gemma":0.000012503174,"threshold_uncertainty_score":0.9996804},"labels":[],"label_agreement":null},{"id":"W2108446060","doi":"10.1190/geo2012-0199.1","title":"Empirical mode decomposition for seismic time-frequency analysis","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":205,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hilbert–Huang transform; Time–frequency analysis; Wavelet transform; Mode (computer interface); Fourier transform; Instantaneous phase; Seismology; S transform; Interpretation (philosophy); Computer science; Algorithm; Geology; Decomposition; Wavelet; Signal processing; Mathematics; Discrete wavelet transform; Artificial intelligence; Mathematical analysis; Telecommunications","score_opus":0.01263306301836034,"score_gpt":0.2861409078051697,"score_spread":0.2735078447868094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108446060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360096,0.000052773637,0.057121616,0.0016145438,0.000116927025,0.00031352686,0.000119830234,0.0003756284,0.0042755646],"genre_scores_gemma":[0.9837341,0.0000067813667,0.011857092,0.0032942188,0.00010215736,0.000007145653,0.00051576586,0.0000046993628,0.00047807736],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929845,0.000028191851,0.0001326856,0.0001997514,0.00012340775,0.00021749428],"domain_scores_gemma":[0.9995497,0.00008148416,0.000050364873,0.00017867965,0.00006762579,0.00007214088],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000067249995,0.00009863475,0.00015537279,0.00009529355,0.0001279516,0.00005874326,0.00014641638,0.0000463361,0.00067242247],"category_scores_gemma":[0.000007918005,0.00008494205,0.00014890004,0.00033108058,0.000039478982,0.00026833202,0.000005848623,0.00006600488,0.0014982206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039119102,0.0001385701,0.21732113,0.00005300095,0.0006087955,0.0000039176475,0.00062418723,0.0154137425,0.0019458866,0.00015473155,0.37486416,0.38883278],"study_design_scores_gemma":[0.00010410879,0.0000771379,0.042553503,0.0000037947862,0.00012422193,0.0000012159563,0.000019741236,0.91237044,0.0008301822,0.0413342,0.002415859,0.0001655882],"about_ca_topic_score_codex":0.006202037,"about_ca_topic_score_gemma":0.0000087998305,"teacher_disagreement_score":0.8969567,"about_ca_system_score_codex":0.0000056472654,"about_ca_system_score_gemma":0.000020990672,"threshold_uncertainty_score":0.9992792},"labels":[],"label_agreement":null},{"id":"W2108919261","doi":"","title":"Interpolation, PSTM, AVO, and a Thin Gas Charged Viking Shoreface in West Central Alberta","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Interpolation (computer graphics); Sampling (signal processing); Assertion; Exploit; Flow (mathematics); Multivariate interpolation; Geomorphology; Geometry; Computer science; Mathematics; Bilinear interpolation; Statistics; Image (mathematics)","score_opus":0.012758559243706457,"score_gpt":0.19918864677272002,"score_spread":0.18643008752901358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108919261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95760304,0.0001923484,0.00029769482,0.0019890433,0.0001339988,0.00010029765,0.0000042071238,0.00008759581,0.039591767],"genre_scores_gemma":[0.99556303,0.00020842273,0.0012859086,0.0019297849,0.000029540728,3.582943e-7,0.000027948738,0.0000021862047,0.0009528173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993042,0.000037801023,0.00014462025,0.00018082465,0.00010443523,0.00022815581],"domain_scores_gemma":[0.99972564,0.00007059039,0.000028193157,0.0000886163,0.0000114767645,0.00007548719],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013046793,0.00008752417,0.00010069402,0.000098230674,0.00010491748,0.00002591515,0.0000953488,0.000041614414,0.0024959564],"category_scores_gemma":[0.000038301932,0.00007029748,0.000019481655,0.00012555171,0.00007168279,0.00029444485,0.000009650564,0.00012022927,0.00007701015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013550075,0.0000078371895,0.9831711,0.000004111737,0.000002614819,0.000007711748,0.0018270381,0.000028381837,0.00003530921,0.000064927845,0.008874892,0.005962515],"study_design_scores_gemma":[0.0002866454,0.000060635986,0.6004953,0.000042095617,0.0000031090017,0.00008798239,0.00046532656,0.377969,0.001017285,0.00043239215,0.018920481,0.00021977216],"about_ca_topic_score_codex":0.05038029,"about_ca_topic_score_gemma":0.0032503179,"teacher_disagreement_score":0.38267583,"about_ca_system_score_codex":0.0000039456527,"about_ca_system_score_gemma":0.00002185417,"threshold_uncertainty_score":0.9984159},"labels":[],"label_agreement":null},{"id":"W2108926283","doi":"10.3997/2214-4609.20141492","title":"Extended Images in Action - Efficient WEMVA Via Randomized Probing","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Image (mathematics); Perspective (graphical); Matrix (chemical analysis); Offset (computer science); Function (biology); Algorithm; Data mining; Artificial intelligence","score_opus":0.010069180935096782,"score_gpt":0.21968281809139187,"score_spread":0.20961363715629508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108926283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9196342,0.00014948842,0.0055552786,0.001464397,0.00037187,0.00060917763,0.0000018648063,0.00048010694,0.07173358],"genre_scores_gemma":[0.9968549,0.000027433549,0.0022029695,0.00055231206,0.00006789068,0.0000062464837,0.0000061023684,0.0000036832876,0.0002784645],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991276,0.00002743419,0.00020185715,0.00023184688,0.00017744546,0.00023381475],"domain_scores_gemma":[0.9996838,0.00007811095,0.00008861115,0.00004902441,0.000046867437,0.00005356061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011648231,0.000109166875,0.00022273786,0.00017595786,0.000088101006,0.00007090781,0.00012711436,0.000047605095,0.00022163117],"category_scores_gemma":[0.00018041521,0.00008504717,0.00005503051,0.00020032663,0.000090230875,0.00020422514,0.000009445193,0.0001471271,0.00009327512],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074764136,0.00011857025,0.03636209,0.0002728529,0.000026350353,0.0000040317946,0.0029018575,0.00042975525,0.010846285,0.0010620616,0.014701626,0.9257981],"study_design_scores_gemma":[0.019896548,0.000102054764,0.00901228,0.00014465304,0.000024616704,0.000031395775,0.00036319517,0.8917056,0.0595731,0.00822226,0.010521562,0.00040276564],"about_ca_topic_score_codex":0.0010335433,"about_ca_topic_score_gemma":0.0000033580377,"teacher_disagreement_score":0.92539537,"about_ca_system_score_codex":0.00000808685,"about_ca_system_score_gemma":0.0000092529635,"threshold_uncertainty_score":0.34681228},"labels":[],"label_agreement":null},{"id":"W2109069297","doi":"10.1139/e09-047","title":"Enhancing base-metal exploration with seismic imagingThis article is one of a series of papers published in this Special Issue on the theme<i>Lithoprobe — parameters, processes, and the evolution of a continent</i>.","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Calgary; Bedford Institute of Oceanography; University of Toronto; Geological Survey of Canada; Cegep de Sainte Foy","funders":"","keywords":"Geology; Felsic; Lithology; Mineral exploration; Borehole; Base metal; Series (stratigraphy); Mafic; Mining engineering; Geochemistry; Seismology; Paleontology; Engineering","score_opus":0.010499608409967666,"score_gpt":0.18451161885359602,"score_spread":0.17401201044362835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109069297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98536533,0.00024996794,0.00005421453,0.010914009,0.00016302467,0.00015080246,0.000014687352,0.000002625342,0.0030853143],"genre_scores_gemma":[0.99794936,0.000033770328,0.0014357453,0.00044269089,0.00008295229,5.927249e-7,5.933025e-7,0.0000015720838,0.000052744308],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989372,0.000093774994,0.00034681588,0.00011864854,0.0003283345,0.00017520878],"domain_scores_gemma":[0.9989752,0.00021530305,0.0004047157,0.000109106666,0.00020549567,0.00009013647],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019012745,0.000079821504,0.00020120731,0.0002414547,0.0001517413,0.000078264624,0.00026626838,0.000026789841,0.0013612082],"category_scores_gemma":[0.00045970763,0.000041382336,0.00003544109,0.00061129656,0.0015365604,0.0008118535,0.000004710596,0.00019662932,8.961864e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012788377,0.000121372774,0.88408136,0.00031651868,0.00013570586,0.000025578696,0.051198788,0.0014941168,0.019409481,0.0034723135,0.0062281387,0.032237787],"study_design_scores_gemma":[0.0028410752,0.0031652688,0.09782463,0.0014780896,0.00014587816,0.0002352436,0.047318317,0.018307228,0.79911673,0.013608827,0.01539831,0.0005604113],"about_ca_topic_score_codex":0.04763572,"about_ca_topic_score_gemma":0.077888034,"teacher_disagreement_score":0.78625673,"about_ca_system_score_codex":0.0000025047011,"about_ca_system_score_gemma":0.0008197022,"threshold_uncertainty_score":0.99955165},"labels":[],"label_agreement":null},{"id":"W2109611914","doi":"10.1190/1.2122409","title":"Delineating the Tuwu porphyry copper deposit at Xinjiang, China, with seismic-reflection profiling","year":2005,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Science and Technology of the People's Republic of China","keywords":"Geology; Seismology; Borehole; Vertical seismic profile; Andesite; Reflection (computer programming); Dynamite; Intrusion; Geochemistry; Paleontology; Volcanic rock","score_opus":0.008920076159893837,"score_gpt":0.2053116896607496,"score_spread":0.19639161350085577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109611914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98614526,0.0002663756,0.0017283018,0.0012593516,0.00016782981,0.00018409548,0.000011083124,0.00021306818,0.010024635],"genre_scores_gemma":[0.9910008,0.00002303449,0.0039607882,0.0025206537,0.0004081982,0.0000026902342,0.000069191745,0.0000075809526,0.002007068],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908954,0.000049354927,0.00014220293,0.00022184313,0.00022514464,0.00027190454],"domain_scores_gemma":[0.9995696,0.000043566593,0.000084744985,0.00021206158,0.00003690787,0.000053151187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001700515,0.00014752516,0.00011545226,0.00003205957,0.0005071394,0.00006293355,0.00016888442,0.00004297667,0.00008701271],"category_scores_gemma":[0.000008520718,0.00008858127,0.000050128267,0.00019746959,0.00007166176,0.00024603106,0.000017793142,0.00020022976,0.00031594388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001812505,0.000037259913,0.36463764,0.000050658058,0.00006187559,0.000012395246,0.0011966092,0.029454537,0.0015026109,0.000044796703,0.03491838,0.56790197],"study_design_scores_gemma":[0.00058946817,0.0005226561,0.05238102,0.000104943945,0.000086339496,0.00016381127,0.0002990089,0.7657379,0.09759017,0.00040743014,0.08149855,0.0006187308],"about_ca_topic_score_codex":0.0037742832,"about_ca_topic_score_gemma":0.000094276285,"teacher_disagreement_score":0.73628336,"about_ca_system_score_codex":0.000016279011,"about_ca_system_score_gemma":0.000028957807,"threshold_uncertainty_score":0.57056123},"labels":[],"label_agreement":null},{"id":"W2109813233","doi":"10.1111/j.1365-246x.2005.02704.x","title":"Adaptation of seismic skeletonization for other geoscience applications","year":2005,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Skeletonization; Classification of discontinuities; Geology; Computer science; Discontinuity (linguistics); Feature (linguistics); Pattern recognition (psychology); Artificial intelligence; Data mining","score_opus":0.014654900519566881,"score_gpt":0.24796484757098697,"score_spread":0.23330994705142008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109813233","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057276875,0.000059444716,0.9373462,0.002558347,0.00026738693,0.00014092756,0.00007860394,0.00003323279,0.0022389903],"genre_scores_gemma":[0.96788013,0.000027165368,0.029368332,0.0013084792,0.000694574,0.0000034818163,0.000050012397,0.000002739511,0.00066507736],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993397,0.000015287811,0.00019622032,0.000104381914,0.00023898459,0.00010544401],"domain_scores_gemma":[0.9994712,0.00007072259,0.00014933087,0.000057685058,0.00020238807,0.00004870688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015862475,0.000056941954,0.0000690743,0.000092157985,0.000104943254,0.000040628125,0.00023014098,0.00001976808,0.0003630848],"category_scores_gemma":[0.000025547126,0.00004855525,0.000066959066,0.000101152706,0.00006008633,0.00033684605,0.000005245173,0.00007811908,0.00006091999],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024218873,0.00005014393,0.0032774303,0.000003922629,0.000015340165,1.6857165e-7,0.000131047,0.01778191,0.00026904696,0.0013559203,0.0027387226,0.9743521],"study_design_scores_gemma":[0.00017679863,0.000044994587,0.004576082,0.0000105405825,0.000006173356,0.000015541731,0.00007087871,0.70650274,0.0011559607,0.0050839945,0.28229263,0.00006365873],"about_ca_topic_score_codex":0.0004222437,"about_ca_topic_score_gemma":0.000013282774,"teacher_disagreement_score":0.97428846,"about_ca_system_score_codex":0.0000106581665,"about_ca_system_score_gemma":0.00004081609,"threshold_uncertainty_score":0.3975524},"labels":[],"label_agreement":null},{"id":"W2110437551","doi":"10.1190/1.2076748","title":"High-resolution wave-equation AVA imaging: Algorithm and tests with a data set from the Western Canadian Sedimentary Basin","year":2005,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada); University of Alberta","funders":"","keywords":"Algorithm; Smoothing; Weighting; Synthetic data; Seismic migration; Inverse problem; Inversion (geology); Computer science; Wave equation; Geology; Mathematics; Structural basin; Geophysics; Computer vision","score_opus":0.02387110741390044,"score_gpt":0.20860245976977876,"score_spread":0.18473135235587831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110437551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8867097,0.0013124135,0.0133443875,0.08672786,0.0007095598,0.00076721504,0.008709768,0.0003884565,0.0013306743],"genre_scores_gemma":[0.951705,0.00005100117,0.017380556,0.024547823,0.00052954146,0.000001011141,0.0056557576,0.0000065906315,0.00012276671],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921286,0.00004639722,0.00009278141,0.00025576385,0.00017969076,0.00021249894],"domain_scores_gemma":[0.99938625,0.00008032994,0.000046776804,0.00036297415,0.000023276527,0.00010041017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015424052,0.00010844072,0.00008488044,0.00003138794,0.00022058972,0.000091804315,0.00021275213,0.000023913059,0.00011039708],"category_scores_gemma":[0.000005931015,0.000074719224,0.000009608504,0.00009853304,0.00008941229,0.0005313678,0.000024409348,0.00011932289,0.00009015878],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009896117,0.000008334283,0.13525291,0.0000022159352,0.00002069616,0.000010738591,0.0004184136,0.00008895806,0.000003999317,0.0000074385384,0.12737124,0.73680514],"study_design_scores_gemma":[0.00031570604,0.000046756915,0.37348524,0.000032986318,0.00004890636,0.000016122956,0.00017095901,0.44180113,0.00012970973,0.00085302506,0.1828825,0.00021695357],"about_ca_topic_score_codex":0.88401806,"about_ca_topic_score_gemma":0.04226148,"teacher_disagreement_score":0.8417566,"about_ca_system_score_codex":0.00001362498,"about_ca_system_score_gemma":0.000092527276,"threshold_uncertainty_score":0.9752148},"labels":[],"label_agreement":null},{"id":"W2110562514","doi":"10.1190/1.1463778","title":"Recent advances in determination of fracture strike and crack density from <i>P</i> -wave seismic data","year":2002,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Seismology; Geology; Fracture (geology); Geotechnical engineering","score_opus":0.04355999488704855,"score_gpt":0.24764373808306164,"score_spread":0.20408374319601308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110562514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567174,0.02671041,0.0039318125,0.0055287215,0.00043253996,0.00024639873,0.0001911163,0.000099307304,0.006142296],"genre_scores_gemma":[0.9891906,0.007910325,0.0008605157,0.0017902222,0.000048970756,1.655633e-7,0.00007551713,0.0000019630168,0.00012177113],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999432,0.00006483248,0.00012030972,0.00016995754,0.00010351721,0.000109378794],"domain_scores_gemma":[0.99941665,0.00020513883,0.000072536495,0.00026874163,0.0000135501705,0.000023408176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024049263,0.00006785765,0.00010832918,0.000042447078,0.000060115275,0.000019553914,0.00020727959,0.000039033577,0.0002058211],"category_scores_gemma":[0.00006786698,0.000047215133,0.00000948292,0.000102492,0.00008179877,0.00033600585,0.000025833517,0.0001407005,0.000028807854],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007362142,0.0000062290956,0.018227603,0.000005752294,0.0000014433352,0.0000029850232,0.00045466385,0.00002810639,0.000034685054,8.19329e-7,0.010678897,0.97055143],"study_design_scores_gemma":[0.00020706454,0.00004041442,0.018370608,0.00007648916,0.000015790403,0.000010860392,0.00020694104,0.58078706,0.0043789917,0.002336246,0.39343032,0.00013918409],"about_ca_topic_score_codex":0.0006531512,"about_ca_topic_score_gemma":0.00017300282,"teacher_disagreement_score":0.97041225,"about_ca_system_score_codex":0.0000036816946,"about_ca_system_score_gemma":0.0000051048182,"threshold_uncertainty_score":0.22535966},"labels":[],"label_agreement":null},{"id":"W2110814870","doi":"10.1071/aseg2015ab028","title":"Broadband laboratory measurements of dispersion in thermally cracked and fluid-saturated soda-lime-silica glass","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Australian Research Council","keywords":"Materials science; Composite material; Soda lime; Ultrasonic sensor; Cracking; Dispersion (optics); Saturation (graph theory); Porosity; Argon; Soda-lime glass; Mineralogy; Optics; Acoustics; Geology; Chemistry","score_opus":0.028919152764602718,"score_gpt":0.23891985485804124,"score_spread":0.21000070209343852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110814870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994067,0.0009750715,0.0000036388374,0.00033520217,0.00014596204,0.000152347,0.000038277118,0.000069243186,0.0042132256],"genre_scores_gemma":[0.9985985,0.000062391155,0.00060475693,0.0005711839,0.000025950218,8.2088314e-7,0.000051707968,0.0000053144886,0.000079335296],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99868095,0.0001026541,0.00030773025,0.00026420903,0.00038642136,0.00025803666],"domain_scores_gemma":[0.9992775,0.000065299035,0.00013237975,0.00019736662,0.00013818564,0.00018930397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000718974,0.00015434991,0.00020351169,0.00013409248,0.000052365842,0.000036968388,0.00016271108,0.00009995688,0.00011701495],"category_scores_gemma":[0.00015570977,0.00012707605,0.000027633669,0.00022606483,0.00013044875,0.00036452417,0.000014920771,0.0001668716,0.000044489207],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011111652,0.00044510828,0.2679188,0.0001453915,0.00009982516,0.00017114817,0.0020490403,0.0011710834,0.04207477,0.000023075781,0.03518207,0.64960855],"study_design_scores_gemma":[0.0010089645,0.000176227,0.9162771,0.00008639774,0.000015084222,0.000008956637,0.0003680197,0.002550497,0.0758056,0.0002835758,0.0031931393,0.00022646003],"about_ca_topic_score_codex":0.0032471512,"about_ca_topic_score_gemma":0.00015872346,"teacher_disagreement_score":0.64938205,"about_ca_system_score_codex":0.000012424978,"about_ca_system_score_gemma":0.00012943233,"threshold_uncertainty_score":0.5182011},"labels":[],"label_agreement":null},{"id":"W2110858481","doi":"10.1007/s12303-014-0048-0","title":"AVO-derived attributes to differentiate reservoir facies from non-reservoirs facies and fluid discrimination in Penobscot area, Nova Scotia","year":2014,"lang":"en","type":"article","venue":"Geosciences Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facies; Geology; Petrology; Petrophysics; Amplitude versus offset; Oil shale; Lithology; Hydrocarbon; Mineralogy; Amplitude; Geotechnical engineering; Geomorphology; Porosity; Paleontology","score_opus":0.030572252472473447,"score_gpt":0.23900580870826463,"score_spread":0.20843355623579118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110858481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863732,0.0002856497,0.006939683,0.004602275,0.00064497854,0.00012254051,0.00007654078,0.000040130035,0.00091502425],"genre_scores_gemma":[0.9964726,0.00016901552,0.002303025,0.0007480363,0.00009678784,6.3475335e-7,0.000041970838,0.0000035039277,0.00016445611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980294,0.00014694312,0.00036164402,0.0003921786,0.0005607206,0.0005091001],"domain_scores_gemma":[0.9991347,0.0001884617,0.00013923172,0.00018450909,0.00008852957,0.0002645756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009690339,0.00020469114,0.0002666498,0.00039895656,0.0005233535,0.0006032595,0.00060689164,0.00006476021,0.0008184225],"category_scores_gemma":[0.00034331146,0.00015047076,0.00005513963,0.0004067213,0.0003241492,0.00094800425,0.000080809725,0.00029379516,0.00008243235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061673614,0.000034633642,0.94806576,0.000019522982,0.000011382325,0.000014984424,0.0038401792,0.002159014,0.0044968375,0.000015134863,0.008261626,0.033019226],"study_design_scores_gemma":[0.00036060013,0.00027842345,0.90674603,0.00020059559,0.000011930482,0.000038178427,0.0029252688,0.07633874,0.0057833767,0.0029404464,0.004056689,0.00031973404],"about_ca_topic_score_codex":0.021632643,"about_ca_topic_score_gemma":0.0059622633,"teacher_disagreement_score":0.074179724,"about_ca_system_score_codex":0.000014227891,"about_ca_system_score_gemma":0.000042048305,"threshold_uncertainty_score":0.9848824},"labels":[],"label_agreement":null},{"id":"W2111117944","doi":"10.1111/1365-2478.12269","title":"Physical property analysis and preserved relative amplitude processed seismic imaging of volcanogenic massive sulfides—a case study from Neves–Corvo, Portugal","year":2015,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lundin Mining (Canada)","funders":"","keywords":"Geology; Mineralization (soil science); Geochemistry; Mineral exploration; Sulfide","score_opus":0.022464540751438524,"score_gpt":0.24876963554867446,"score_spread":0.22630509479723593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111117944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970552,0.000114868155,0.0012299647,0.00022000434,0.000063506974,0.00060998363,0.00004932772,0.0001683929,0.0004887507],"genre_scores_gemma":[0.99842125,0.0000012832404,0.0011192851,0.00009496351,0.00016615872,0.000009882163,0.00004028147,0.000011217696,0.00013564833],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99782324,0.00018295599,0.00040611846,0.0007134908,0.00048787496,0.00038630312],"domain_scores_gemma":[0.99854505,0.00026770154,0.00032302513,0.00034317127,0.00027212076,0.0002489111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038757944,0.0002816369,0.0005947476,0.0001647672,0.00023007485,0.00012691083,0.00023087751,0.00004533819,0.0000347122],"category_scores_gemma":[0.00027605458,0.00019658027,0.00015529907,0.0009129253,0.00021318423,0.0008522034,0.00009447209,0.00037608127,0.000015354324],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097365206,0.00026357654,0.9815487,0.00002065526,0.00038574776,0.000434821,0.005703603,0.0006207356,0.00038437854,0.0000063569455,0.000123188,0.010410869],"study_design_scores_gemma":[0.0013282555,0.00066467735,0.29140663,0.000050175255,0.0010684165,0.000071354014,0.02025636,0.6716026,0.004144543,0.008757397,0.000034862078,0.0006146955],"about_ca_topic_score_codex":0.14376739,"about_ca_topic_score_gemma":0.0005993422,"teacher_disagreement_score":0.69014204,"about_ca_system_score_codex":0.000025006171,"about_ca_system_score_gemma":0.000118027594,"threshold_uncertainty_score":0.86193436},"labels":[],"label_agreement":null},{"id":"W2111273876","doi":"10.1190/1.3249782","title":"Multicomponent high-resolution seismic reflection profiling","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Profiling (computer programming); High resolution; Seismology; Geology; Reflection (computer programming); Computer science; Remote sensing","score_opus":0.02718321410543492,"score_gpt":0.2543386859906479,"score_spread":0.22715547188521298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111273876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96929413,0.00032520806,0.007294375,0.0065645287,0.000922984,0.0002455508,0.000005010176,0.00058744696,0.014760774],"genre_scores_gemma":[0.9946693,0.000024149986,0.0018152486,0.0023131943,0.0002019958,5.8651034e-7,0.000030013978,0.0000022724664,0.00094321015],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929976,0.00008420339,0.00011704909,0.00015272504,0.00013400517,0.00021226968],"domain_scores_gemma":[0.9996766,0.00005857023,0.000049793114,0.00016178295,0.000016470116,0.000036784437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039963768,0.000089788606,0.000092592774,0.00006690253,0.00028711802,0.000045113637,0.00016151254,0.000041618674,0.00006314828],"category_scores_gemma":[0.000026534066,0.00005797423,0.0000369253,0.00013796701,0.000043998436,0.00013677045,0.00000449006,0.00017860935,0.0005184233],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018104003,0.0000406647,0.01652271,0.000021233593,0.000021800235,0.000010023145,0.00089979207,0.0114807505,0.017019423,0.00088088465,0.0729375,0.8799842],"study_design_scores_gemma":[0.0004469544,0.0004988205,0.029458737,0.0000790542,0.000039621977,0.00006778657,0.00011260611,0.79330194,0.10654824,0.007433139,0.061646283,0.00036680434],"about_ca_topic_score_codex":0.00091072643,"about_ca_topic_score_gemma":0.000005280247,"teacher_disagreement_score":0.8796174,"about_ca_system_score_codex":0.000014432324,"about_ca_system_score_gemma":0.000010281502,"threshold_uncertainty_score":0.6663455},"labels":[],"label_agreement":null},{"id":"W2111691946","doi":"10.1109/icassp.2014.6854027","title":"Sparse inversion of the Radon coefficients in the presence of erratic noise with application to simultaneous seismic source processing","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inverse problem; Radon; Computer science; Thresholding; Inversion (geology); Noise (video); Radon transform; Algorithm; Iterative method; Synthetic data; Mathematical optimization; Geology; Mathematics; Seismology; Artificial intelligence; Image (mathematics); Physics; Mathematical analysis","score_opus":0.007177966827082928,"score_gpt":0.20177081455096985,"score_spread":0.1945928477238869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111691946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9037124,0.000019351093,0.09297397,0.0009974649,0.00002228635,0.00038928844,0.0000021519627,0.00002450008,0.0018585866],"genre_scores_gemma":[0.9972904,0.0000017084549,0.0008591961,0.001689886,0.0000069604457,0.0000013998034,0.0000034554255,0.0000018057895,0.00014519894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992275,0.00009813482,0.00014839442,0.00013794463,0.00027568708,0.00011228836],"domain_scores_gemma":[0.9994093,0.00018568392,0.000101207195,0.00023503842,0.000044098553,0.000024669562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003597337,0.00006807159,0.00009184003,0.0000550212,0.00007265242,0.000013218384,0.0003651864,0.000024571653,0.000016229336],"category_scores_gemma":[0.00009070663,0.000032711134,0.000016769014,0.0003979475,0.00011110707,0.00006289034,0.000014285883,0.00007530347,0.000007982986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011327049,0.00007678238,0.10961271,0.00011640452,0.0000030270246,5.391833e-7,0.004691204,0.49597877,0.0012671646,0.000017414852,0.002162578,0.38596013],"study_design_scores_gemma":[0.00011208268,0.00010459953,0.003863343,0.00008116475,0.000005738297,0.0000031624431,0.0006923881,0.9853729,0.0066029965,0.00007435344,0.0030328683,0.000054426695],"about_ca_topic_score_codex":0.0037472483,"about_ca_topic_score_gemma":0.00011454201,"teacher_disagreement_score":0.4893941,"about_ca_system_score_codex":0.0000028321094,"about_ca_system_score_gemma":0.000025407893,"threshold_uncertainty_score":0.5664743},"labels":[],"label_agreement":null},{"id":"W2111744515","doi":"10.1190/1.3309641","title":"The wedge model revisited: A physical modeling experiment","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wedge (geometry); Amplitude; Offset (computer science); Geology; Geometry; Acoustics; Seismology; Mechanics; Physics; Optics; Mathematics; Computer science","score_opus":0.01483687756169281,"score_gpt":0.23437573371467238,"score_spread":0.21953885615297958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111744515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712399,0.00014860737,0.008051265,0.0007725852,0.00031597549,0.00014601745,0.000017784221,0.00021530085,0.019092523],"genre_scores_gemma":[0.996882,0.000036317637,0.0015895937,0.00072197674,0.0002704613,0.000002012246,0.000017675648,0.0000038044766,0.00047614088],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930924,0.000016066153,0.00009395081,0.00016704186,0.00018633729,0.00022734403],"domain_scores_gemma":[0.9995336,0.000047441557,0.00003119059,0.00028750795,0.00003633983,0.000063899155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012770595,0.000099417,0.000089459776,0.000015456933,0.0003375636,0.00008034862,0.0002495948,0.000029797702,0.000036029134],"category_scores_gemma":[0.000013056286,0.000064181746,0.00006850563,0.00008682829,0.00007375593,0.00013651403,0.000017831655,0.0002451142,0.00026752194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008437887,0.00014583713,0.0011915059,0.000028234079,0.000051776227,0.000008009128,0.0032349033,0.04964975,0.014810005,0.03467479,0.047077365,0.8490434],"study_design_scores_gemma":[0.00005212154,0.000015228364,0.00003818326,0.0000041161984,0.0000049295404,0.000001309251,0.00006872754,0.96424985,0.0019449334,0.026853096,0.0066711474,0.000096329],"about_ca_topic_score_codex":0.0004483913,"about_ca_topic_score_gemma":0.000004795917,"teacher_disagreement_score":0.91460013,"about_ca_system_score_codex":0.0000018051888,"about_ca_system_score_gemma":0.000029964362,"threshold_uncertainty_score":0.34385425},"labels":[],"label_agreement":null},{"id":"W2111893626","doi":"10.1190/1.2335615","title":"Anisotropic geometrical-spreading correction for wide-azimuth P-wave reflections","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Normal moveout; Azimuth; Transverse isotropy; Anisotropy; Ellipse; Geology; Reflection (computer programming); Overburden; Amplitude versus offset; Offset (computer science); Geometry; Amplitude; Optics; Physics; Mathematics; Computer science","score_opus":0.02402382298470897,"score_gpt":0.23617521415747106,"score_spread":0.21215139117276208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111893626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5015065,0.00039114896,0.3887505,0.0012544494,0.0065285214,0.00088491663,0.00018410545,0.0014605374,0.09903931],"genre_scores_gemma":[0.98969865,0.000017950571,0.005296143,0.0006974192,0.00039124145,0.0000041092744,0.00019053236,0.0000055935925,0.0036983865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992518,0.00001963264,0.00013979676,0.00021129668,0.00013025392,0.00024722694],"domain_scores_gemma":[0.99949294,0.00019895197,0.000066020984,0.00013795646,0.00006258985,0.00004153135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008659038,0.00010061581,0.00011457747,0.00013430367,0.00030585445,0.000058308095,0.00007021019,0.00005119202,0.00012457275],"category_scores_gemma":[0.00004839067,0.00009487898,0.00007955501,0.00050871185,0.000042354488,0.0001899598,0.0000056943563,0.000101132726,0.00012254724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006308163,0.00010419826,0.064179234,0.000036671023,0.00003244817,0.000006747044,0.00014878441,0.002415662,0.0007454919,0.001328455,0.5054192,0.42552006],"study_design_scores_gemma":[0.00072927907,0.00068226503,0.20004368,0.000047003534,0.00008640105,0.00003349022,0.00025458992,0.17208558,0.016724763,0.08761967,0.52096766,0.000725618],"about_ca_topic_score_codex":0.007970689,"about_ca_topic_score_gemma":0.000078220364,"teacher_disagreement_score":0.4881921,"about_ca_system_score_codex":0.000013860763,"about_ca_system_score_gemma":0.000024106776,"threshold_uncertainty_score":0.9986353},"labels":[],"label_agreement":null},{"id":"W2112093102","doi":"10.1093/gji/ggt400","title":"Time-varying autoregressive model for spectral analysis of microseismic experiments and long-period volcanic events","year":2013,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Autoregressive model; Short-time Fourier transform; Fourier transform; Time–frequency analysis; Spectral leakage; Computer science; Geology; Algorithm; Filter (signal processing); Mathematics; Fourier analysis; Statistics; Fast Fourier transform","score_opus":0.013561246771317636,"score_gpt":0.2558224655661491,"score_spread":0.24226121879483148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112093102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988817,0.00008947238,0.009786051,0.00064212707,0.0001860377,0.00010251723,0.00008592977,0.000017684906,0.00027318264],"genre_scores_gemma":[0.9954204,0.000020770533,0.0029407004,0.00044385463,0.00012063501,0.0000022401637,0.000083529754,0.0000035406822,0.00096431666],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991325,0.000022132783,0.00024260914,0.00016330961,0.00025934805,0.00018009568],"domain_scores_gemma":[0.99945533,0.000051164032,0.00017602746,0.00007065847,0.00014534588,0.00010145093],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000089511304,0.00010699042,0.00020238159,0.0002107976,0.00010361846,0.0000748176,0.00023200281,0.000035418267,0.001026456],"category_scores_gemma":[0.000021669242,0.00008666154,0.00017636055,0.000094581905,0.00008158609,0.00036760845,0.000018796301,0.000120308374,0.000036900874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009451563,0.0010524787,0.44920224,0.0000808749,0.011693384,0.00006304306,0.0082937125,0.12126094,0.072538465,0.00044484387,0.06866495,0.2657599],"study_design_scores_gemma":[0.00026202705,0.000057734833,0.05365928,0.000020862884,0.00008937423,0.000018631481,0.00003897455,0.94181484,0.0014314149,0.002443585,0.00006660787,0.00009665411],"about_ca_topic_score_codex":0.0003563109,"about_ca_topic_score_gemma":0.0000030512178,"teacher_disagreement_score":0.8205539,"about_ca_system_score_codex":0.000014829464,"about_ca_system_score_gemma":0.000033998793,"threshold_uncertainty_score":0.99988675},"labels":[],"label_agreement":null},{"id":"W2112349215","doi":"10.1111/j.1365-2478.2011.01041.x","title":"Efficient least‐squares imaging with sparsity promotion and compressive sensing","year":2012,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curse of dimensionality; Compressed sensing; Dimensionality reduction; Computer science; Divide and conquer algorithms; Computational complexity theory; Mathematical optimization; Inverse problem; Algorithm; Inversion (geology); Mathematics; Artificial intelligence","score_opus":0.011103580652245175,"score_gpt":0.20559768902574718,"score_spread":0.194494108373502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112349215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935412,0.000110524285,0.0022033392,0.0002768163,0.00010642823,0.00015165853,0.0000032778103,0.00015207649,0.003454694],"genre_scores_gemma":[0.9961945,8.6801987e-7,0.003388048,0.00014861971,0.00021252505,2.888852e-7,0.0000070709148,0.000004116506,0.000043974556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991343,0.000040674375,0.000093221344,0.00020972612,0.0001807966,0.00034126797],"domain_scores_gemma":[0.99962866,0.000057227462,0.00007294583,0.000097157514,0.00003723844,0.00010676939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001691757,0.00011693501,0.00012573096,0.000039848655,0.00034900554,0.000064617045,0.000049483868,0.000018897552,0.000058929163],"category_scores_gemma":[0.00002107562,0.000088515015,0.000023181727,0.0001194981,0.00012176996,0.00017692718,0.000021291246,0.00017073778,0.000058080528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003054768,0.000055654615,0.86130995,0.000037410144,0.0000104391365,0.000008687627,0.0011253618,0.00040085515,0.000750234,0.00009662255,0.00012887947,0.13604534],"study_design_scores_gemma":[0.00026620214,0.00010807489,0.5642707,0.00011422679,0.00002568823,0.00012824943,0.0005851845,0.42556727,0.007961798,0.00046046372,0.0002131866,0.0002989659],"about_ca_topic_score_codex":0.0014356019,"about_ca_topic_score_gemma":0.0000038473186,"teacher_disagreement_score":0.4251664,"about_ca_system_score_codex":0.0000070517076,"about_ca_system_score_gemma":0.000007972455,"threshold_uncertainty_score":0.36095375},"labels":[],"label_agreement":null},{"id":"W2112520324","doi":"10.1190/geo2010-0423.1","title":"Multicomponent joint migration velocity analysis in the angle domain for PP-waves and PS-waves","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"Chinese Academy of Sciences","keywords":"Seismic migration; Domain (mathematical analysis); Kinematics; Flatness (cosmology); Wave propagation; Polarity reversal; P wave; Seismic wave; Phase velocity; Mathematical analysis; Geology; Physics; Optics; Mathematics; Seismology; Classical mechanics","score_opus":0.023316622583046495,"score_gpt":0.2249190558185072,"score_spread":0.20160243323546073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112520324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957449,0.00031863298,0.0026920286,0.000748868,0.00006742463,0.00015655982,0.000037918686,0.000024996181,0.00020868432],"genre_scores_gemma":[0.99315333,0.000051410465,0.005786669,0.0007620547,0.00009187558,0.000003332191,0.00012958817,0.0000015777132,0.000020156958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993888,0.00006665318,0.00011635829,0.00011593783,0.00011780187,0.00019442455],"domain_scores_gemma":[0.99966115,0.00011122428,0.000049473267,0.00012496243,0.000015708023,0.000037497633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039623491,0.0000797291,0.00012240087,0.00005973855,0.0001221222,0.00004021008,0.0000720284,0.000028675398,0.000021059972],"category_scores_gemma":[0.000014512832,0.000053367334,0.00006488212,0.0002285948,0.0000472935,0.00019166722,0.0000069948737,0.000064091684,0.000011193379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007611236,0.00027336364,0.77939767,0.00008105105,0.00020401274,0.000002961342,0.018409455,0.0005385889,0.0014295024,0.0015636258,0.009873525,0.18815011],"study_design_scores_gemma":[0.00018446904,0.0000527231,0.9078868,0.00000732005,0.00007783605,0.0000018474592,0.0013494826,0.07403575,0.0012371612,0.0067219725,0.0082986355,0.00014601974],"about_ca_topic_score_codex":0.0043464154,"about_ca_topic_score_gemma":0.0002293721,"teacher_disagreement_score":0.18800409,"about_ca_system_score_codex":0.0000036690524,"about_ca_system_score_gemma":0.0000066466587,"threshold_uncertainty_score":0.6570509},"labels":[],"label_agreement":null},{"id":"W2112668211","doi":"10.1190/1.3496958","title":"Crossline wavefield reconstruction from multicomponent streamer data: Part 1 — Multichannel interpolation by matching pursuit (MIMAP) using pressure and its crossline gradient","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Lawrence Livermore National Laboratory","keywords":"Interpolation (computer graphics); Matching pursuit; Position (finance); Algorithm; Computer science; Sampling (signal processing); Matching (statistics); Noise (video); Synthetic data; Geology; Mathematics; Artificial intelligence; Motion (physics); Computer vision; Compressed sensing; Filter (signal processing)","score_opus":0.025794578961353055,"score_gpt":0.24394819842721904,"score_spread":0.21815361946586598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112668211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941385,0.00036009512,0.0019819466,0.00023125428,0.0016011819,0.00016286447,0.0013690608,0.00010146859,0.00005362048],"genre_scores_gemma":[0.9910201,0.000055414544,0.0065651694,0.00031019645,0.00048450005,8.2536997e-7,0.0014618564,0.00000758857,0.00009435485],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988648,0.000035813402,0.00024449622,0.00042250456,0.00019171814,0.00024062226],"domain_scores_gemma":[0.999266,0.000093814684,0.00014854952,0.00033537816,0.000055460023,0.000100791374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018420842,0.0001730622,0.00017862873,0.000040324645,0.00026485627,0.00018210821,0.00024354609,0.00009796684,0.0002056516],"category_scores_gemma":[0.00003698804,0.00015648313,0.0000307873,0.00006916828,0.00009707153,0.000714436,0.00007407996,0.0003428471,0.000024006615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028446238,0.00029231276,0.06576693,0.00014360316,0.00029456668,0.000013682961,0.0030101428,0.0012079455,0.21159424,0.000083771316,0.013047007,0.7042613],"study_design_scores_gemma":[0.00036274057,0.000036265847,0.004863041,0.000059710514,0.0000723423,0.00001331453,0.00021443321,0.97639537,0.00781635,0.0013747611,0.008532205,0.00025949342],"about_ca_topic_score_codex":0.016121596,"about_ca_topic_score_gemma":0.00019970766,"teacher_disagreement_score":0.9751874,"about_ca_system_score_codex":0.0000024758829,"about_ca_system_score_gemma":0.000017171918,"threshold_uncertainty_score":0.9904301},"labels":[],"label_agreement":null},{"id":"W2112944299","doi":"10.1190/int-2013-0080.1","title":"Local skewness attribute as a seismic phase detector","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Skewness; Kurtosis; Stability (learning theory); Range (aeronautics); Detector; Phase (matter); Seismology; Geology; Computer science; Econometrics; Physics; Statistics; Mathematics; Engineering; Machine learning; Telecommunications","score_opus":0.008608775963906915,"score_gpt":0.2455146174711765,"score_spread":0.2369058415072696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112944299","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33330598,0.00005156098,0.66079015,0.00040363413,0.00032881333,0.00007893305,0.000014535143,0.00023110228,0.0047953227],"genre_scores_gemma":[0.99552405,0.000004951145,0.00052712084,0.0035655138,0.00004838728,0.0000015870501,0.0000887447,0.0000033131066,0.00023631394],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928665,0.00007898701,0.00014751851,0.00017990159,0.000147339,0.00015960715],"domain_scores_gemma":[0.999599,0.00010066331,0.00005783685,0.0001304673,0.000043051863,0.00006899384],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021688282,0.00009223055,0.00010052189,0.00008433646,0.00007601172,0.000049922342,0.0001407419,0.000048123282,0.00062293856],"category_scores_gemma":[0.0000859908,0.00007943993,0.000047129917,0.00010353542,0.00006909781,0.00022418941,0.0000059990016,0.00009688295,0.0010624952],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073036594,0.00001249793,0.0015912873,0.000009588595,0.0000069831076,0.0000028274617,0.00032416862,0.0007526739,0.00015396158,0.000033069085,0.0029390291,0.99410087],"study_design_scores_gemma":[0.00034366106,0.00030428535,0.0011406506,0.000036615515,0.000010325963,0.000019951904,0.000107857355,0.94530827,0.014585648,0.0033966852,0.034617085,0.00012893767],"about_ca_topic_score_codex":0.0021317876,"about_ca_topic_score_gemma":0.000028073819,"teacher_disagreement_score":0.99397194,"about_ca_system_score_codex":0.000007709887,"about_ca_system_score_gemma":0.000020327525,"threshold_uncertainty_score":0.99971527},"labels":[],"label_agreement":null},{"id":"W2112990122","doi":"10.3997/2214-4609-pdb.191.13gsl8","title":"High-Resolution Magnetic And Seismic Imaging Of Basement Faults In Western Lake Ontario And Lake Simcoe, Canada","year":2002,"lang":"en","type":"article","venue":"15th EEGS Symposium on the Application of Geophysics to Engineering and Environmental Problems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Basement; Geology; Resolution (logic); Geophysical imaging; Seismology; High resolution; Hydrology (agriculture); Remote sensing; Archaeology; Geotechnical engineering; Geography; Computer science; Artificial intelligence","score_opus":0.0036648800480205104,"score_gpt":0.13988719569399685,"score_spread":0.13622231564597634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112990122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99783564,0.00016610646,0.0006202961,0.0008789005,0.000023540308,0.00027057208,0.000070801616,0.000012365255,0.00012179886],"genre_scores_gemma":[0.999166,0.00020798827,0.00018374223,0.00029079444,0.000007982133,0.000009535904,0.00004415453,0.0000045142933,0.00008526548],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937874,0.000011262838,0.00016716804,0.00018051836,0.0001347494,0.00012756752],"domain_scores_gemma":[0.9997203,0.000040967338,0.000055337856,0.00012780308,0.000003381955,0.00005220729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008836804,0.000110792396,0.00011805938,0.00004345223,0.00004181209,0.000009391307,0.0000694858,0.000018725033,0.000037415368],"category_scores_gemma":[0.0000013452548,0.000094852476,0.000009227821,0.000058209705,0.000048058086,0.000055603236,0.000021741738,0.00008210332,0.000002410016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005257446,0.00017424046,0.4786291,0.0002827723,0.00003453089,0.0000027392505,0.002595849,0.3624049,0.020433765,0.00018214007,0.00091938354,0.13428798],"study_design_scores_gemma":[0.0004453049,0.00022390393,0.36763287,0.00009894623,0.000019838784,0.0000066544403,0.00010425734,0.6068956,0.0025902556,0.00017442838,0.02152554,0.00028237738],"about_ca_topic_score_codex":0.33722088,"about_ca_topic_score_gemma":0.13873206,"teacher_disagreement_score":0.2444907,"about_ca_system_score_codex":0.000016721515,"about_ca_system_score_gemma":0.000005890688,"threshold_uncertainty_score":0.8769838},"labels":[],"label_agreement":null},{"id":"W2113472656","doi":"10.1190/1.2903821","title":"Seismic depth imaging with the Gabor transform","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"Mitacs; Pacific Institute for the Mathematical Sciences","keywords":"Extrapolation; Fourier transform; Gabor transform; Position (finance); Frequency domain; Mathematics; Algorithm; Geometry; Mathematical analysis; Computer science; Time–frequency analysis; Computer vision; Filter (signal processing)","score_opus":0.009444364917425188,"score_gpt":0.18594571252359593,"score_spread":0.17650134760617076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113472656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93559355,0.00029968217,0.006969617,0.0071703666,0.00015716004,0.00020609942,0.000025739031,0.00032002377,0.04925779],"genre_scores_gemma":[0.9939436,0.000060384733,0.0004979885,0.004698532,0.00009361862,0.0000010930426,0.000024572539,0.000004068384,0.00067617133],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993613,0.000019291627,0.00006863581,0.00014236012,0.00018407559,0.00022437055],"domain_scores_gemma":[0.999685,0.00004061117,0.000030155874,0.00017200352,0.000027341455,0.000044913333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000069683,0.00010105182,0.00008398751,0.000023759452,0.00032879977,0.000023784683,0.00018954607,0.000014601387,0.000114367904],"category_scores_gemma":[0.0000017996439,0.000057257377,0.000040005558,0.00017838547,0.00018215684,0.00019756291,0.000003608536,0.00013552823,0.00021006058],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072775365,0.00003277893,0.1756502,0.000019275392,0.00003512283,0.00007709877,0.0026692722,0.0013866099,0.000061017294,0.00010334553,0.13004182,0.6898507],"study_design_scores_gemma":[0.0007510815,0.00023358519,0.39732364,0.000041308616,0.00005344707,0.0004080477,0.0012526852,0.1640034,0.0058066463,0.004418667,0.4250077,0.00069980946],"about_ca_topic_score_codex":0.0031850673,"about_ca_topic_score_gemma":0.0000397188,"teacher_disagreement_score":0.68915087,"about_ca_system_score_codex":0.0000025623233,"about_ca_system_score_gemma":0.00004640572,"threshold_uncertainty_score":0.48148903},"labels":[],"label_agreement":null},{"id":"W2113527233","doi":"10.1190/geo2015-0161.1","title":"Double-weave 3D seismic acquisition — Part 1: Sampling and sparse Fourier reconstruction","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada); Alberta Energy; University of Alberta","funders":"","keywords":"Sampling (signal processing); Computer science; Interpolation (computer graphics); Azimuth; Aliasing; Algorithm; Fourier transform; Compressed sensing; Computer vision; Undersampling; Mathematics; Filter (signal processing); Geometry","score_opus":0.04502468984097762,"score_gpt":0.23252161315473474,"score_spread":0.1874969233137571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113527233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98312396,0.00023768676,0.005943321,0.00046402204,0.0010028556,0.00013740132,0.000031799467,0.00021185489,0.008847099],"genre_scores_gemma":[0.98789203,0.000077926066,0.009540352,0.0015200295,0.00047729874,0.000001379988,0.00011747432,0.000005107457,0.00036839323],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999308,0.00002719933,0.000121764926,0.00020091784,0.00015542282,0.0001867277],"domain_scores_gemma":[0.9995972,0.000025696696,0.00006398185,0.00014282615,0.000054652148,0.00011562525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020378213,0.00010121442,0.0001089322,0.000046598405,0.00011552831,0.00006563506,0.0000644028,0.000052615833,0.00012251335],"category_scores_gemma":[0.0000073106735,0.000093795126,0.000025882642,0.00011015602,0.00008525699,0.0003583347,0.000011329308,0.00010653362,0.00019586824],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009013728,0.000010616653,0.03427478,0.000011814179,0.000014816097,0.00000443356,0.00039863554,0.0005758403,0.000027345377,0.00010191703,0.0094520245,0.95503765],"study_design_scores_gemma":[0.003723967,0.00069483294,0.04093077,0.00026891683,0.00015308116,0.00045609107,0.0022858663,0.5182984,0.007320268,0.11731671,0.30702323,0.0015278691],"about_ca_topic_score_codex":0.0020301985,"about_ca_topic_score_gemma":0.00000839064,"teacher_disagreement_score":0.95350975,"about_ca_system_score_codex":0.0000068144745,"about_ca_system_score_gemma":0.00003740177,"threshold_uncertainty_score":0.38248545},"labels":[],"label_agreement":null},{"id":"W2113779089","doi":"10.1190/1.1444809","title":"Compressional-wave velocities in attenuating media: A laboratory physical model study","year":2000,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; American Chemical Society Petroleum Research Fund","keywords":"Group velocity; Attenuation; Amplitude; Phase velocity; Dispersion (optics); Phase (matter); Quality (philosophy); Physics; Pulse (music); Wave propagation; Mechanics; Computational physics; Velocity dispersion; Particle velocity; Optics; Acoustics","score_opus":0.02154743337868725,"score_gpt":0.2269650160236616,"score_spread":0.20541758264497434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113779089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541396,0.000040564413,0.000030257695,0.0001107525,0.000056732246,0.00011374726,0.00006204339,0.00009710973,0.0040748385],"genre_scores_gemma":[0.99811757,0.000009725245,0.0006568089,0.00083642855,0.00013506378,0.000002841694,0.00004037568,0.000004302616,0.00019690445],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907315,0.00006858706,0.00013811915,0.00021429335,0.00028083898,0.00022500272],"domain_scores_gemma":[0.9996033,0.00011933241,0.00003355162,0.00015934157,0.000030695584,0.00005380318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013066774,0.0001209516,0.00017383923,0.000046405767,0.000107749336,0.000029352419,0.00013305715,0.000029244,0.0003004121],"category_scores_gemma":[0.000012253241,0.000104696046,0.000033799544,0.00022297024,0.00007410447,0.00021802266,0.000011515157,0.00020390993,0.00020397089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010844008,0.0006975207,0.08966122,0.000030346133,0.000034773482,0.00010268246,0.027351743,0.039986506,0.0001829923,0.00014615066,0.010129151,0.8315685],"study_design_scores_gemma":[0.00039354258,0.00008297003,0.06574285,0.00003498505,0.000009463589,0.0000010314518,0.0017255096,0.9216452,0.00023157282,0.009366569,0.0005385751,0.00022771623],"about_ca_topic_score_codex":0.001550853,"about_ca_topic_score_gemma":0.000039434337,"teacher_disagreement_score":0.88165873,"about_ca_system_score_codex":0.0000055026653,"about_ca_system_score_gemma":0.000053012394,"threshold_uncertainty_score":0.4269381},"labels":[],"label_agreement":null},{"id":"W2114268158","doi":"10.1007/s10596-010-9201-7","title":"Rational approximation for estimation of quality Q factor and phase velocity in linear, viscoelastic, isotropic media","year":2010,"lang":"en","type":"article","venue":"Computational Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Standard linear solid model; Viscoelasticity; Isotropy; Mathematical analysis; Mathematics; Relaxation (psychology); Phase velocity; Applied mathematics; Physics; Optics","score_opus":0.030574252636634512,"score_gpt":0.3062056301823727,"score_spread":0.2756313775457382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114268158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7825976,0.000017317927,0.2164574,0.00035975693,0.00024978997,0.00012609719,0.00012168823,0.00001842684,0.00005192564],"genre_scores_gemma":[0.8725118,0.0000020184368,0.12713191,0.000119822434,0.00002839704,0.0000021175888,0.00019617724,7.984814e-7,0.0000069613484],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921125,0.0000318725,0.00024010688,0.0001704446,0.00024847387,0.00009783444],"domain_scores_gemma":[0.99908674,0.00062370993,0.00011629462,0.0000426278,0.00008894072,0.00004168258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040022036,0.00006293585,0.00010314783,0.00012598268,0.00010461598,0.000028523424,0.000096332304,0.00003535415,0.00011122623],"category_scores_gemma":[0.00044672462,0.000053561624,0.000019648678,0.00016504356,0.00024098906,0.000317464,0.000006394123,0.00007138106,0.0000029152316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001284138,0.00020391715,0.12277267,0.0001290249,0.000007973194,5.703007e-7,0.0019599302,0.08425077,0.0010252468,0.012158535,0.0003966538,0.7769663],"study_design_scores_gemma":[0.00027974485,0.000046337784,0.26051486,0.000005453629,0.0000012824975,0.0000011157376,0.00004543585,0.7178857,0.0003396256,0.020754632,0.00007645375,0.000049367016],"about_ca_topic_score_codex":0.0004958865,"about_ca_topic_score_gemma":0.0001045392,"teacher_disagreement_score":0.7769169,"about_ca_system_score_codex":0.0000024824287,"about_ca_system_score_gemma":0.00009299718,"threshold_uncertainty_score":0.21841796},"labels":[],"label_agreement":null},{"id":"W2114275047","doi":"10.1190/geo2013-0419.1","title":"Laboratory measurements of seismic attenuation in sandstone: Strain versus fluid saturation effects","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Kommission für Technologie und Innovation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Attenuation; Anelastic attenuation factor; Geology; Saturation (graph theory); Extensional definition; Seismic wave; Mineralogy; Strain (injury); Seismology; Optics; Physics; Mathematics; Tectonics","score_opus":0.015189666609774447,"score_gpt":0.2210173262527555,"score_spread":0.20582765964298105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114275047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966542,0.000063950225,0.0008408161,0.000104271225,0.0004100628,0.000114505114,0.000019821626,0.00004558014,0.0017467553],"genre_scores_gemma":[0.9989114,0.000006454417,0.000546322,0.0003648718,0.000063002895,9.025283e-7,0.000090294605,0.0000024279982,0.000014340641],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99929035,0.000104756626,0.00013170915,0.0001294858,0.00021761209,0.0001260765],"domain_scores_gemma":[0.99962926,0.00009216422,0.00007126678,0.00012657081,0.00005251391,0.000028226905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003091039,0.0000776863,0.00011000109,0.00006338386,0.000037352,0.000011699904,0.0000854076,0.000034227633,0.000024893216],"category_scores_gemma":[0.00006672624,0.00007391858,0.000023960363,0.00020526066,0.000036263253,0.00018233721,0.000004098104,0.00007547119,0.000054172757],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002751911,0.000077807694,0.15533735,0.00018640248,0.000032850567,0.0000021581932,0.0008186918,0.005499712,0.039902158,0.0001294321,0.0052675772,0.79247063],"study_design_scores_gemma":[0.0027031384,0.00058448943,0.68307483,0.00016055166,0.000038719878,5.731925e-7,0.00012368205,0.16809158,0.13900927,0.0030521252,0.0027277824,0.00043322815],"about_ca_topic_score_codex":0.0012656957,"about_ca_topic_score_gemma":0.000037567144,"teacher_disagreement_score":0.7920374,"about_ca_system_score_codex":0.000008130608,"about_ca_system_score_gemma":0.00003180361,"threshold_uncertainty_score":0.30143124},"labels":[],"label_agreement":null},{"id":"W2114370777","doi":"10.1046/j.1365-246x.2003.01822.x","title":"Three-dimensional tomographic inversion of combined reflection and refraction seismic traveltime data","year":2003,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Geology; Covariance; Tomography; Seismic inversion; Synthetic data; Inverse transform sampling; Inverse problem; Algorithm; Geometry; Mathematical analysis; Seismology; Optics; Surface wave; Mathematics; Physics; Tectonics; Statistics","score_opus":0.025664788099001447,"score_gpt":0.2550015808391915,"score_spread":0.22933679274019006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114370777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989177,0.000112195456,0.0052725524,0.0018463618,0.0011480558,0.00007247203,0.000056342204,0.00003947903,0.0022755768],"genre_scores_gemma":[0.99624646,0.00006614368,0.0027838403,0.0005442856,0.00013054906,1.6647012e-7,0.00012720874,0.0000030756576,0.000098254524],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989708,0.000065693,0.00023708948,0.00020249876,0.00039445414,0.00012946478],"domain_scores_gemma":[0.9993757,0.00009029586,0.00017395713,0.00014677894,0.00012218872,0.000091080095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036854373,0.000096628806,0.00012485633,0.00018115298,0.00014172445,0.000049943115,0.0002394101,0.000052527103,0.0005604114],"category_scores_gemma":[0.00007458403,0.000081173646,0.00005087242,0.00014799356,0.00010263565,0.00056104496,0.000024114708,0.00027726765,0.000027943466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014273659,0.0006791443,0.24738537,0.000050521736,0.0006168775,0.00009388419,0.0002506736,0.0018288066,0.012196975,0.0031010297,0.14269304,0.5896763],"study_design_scores_gemma":[0.0012713579,0.00054578786,0.12747799,0.000105782616,0.00005676418,0.0005747211,0.00007775395,0.77888703,0.004273857,0.06144499,0.024981456,0.00030250152],"about_ca_topic_score_codex":0.0009703955,"about_ca_topic_score_gemma":0.000021779664,"teacher_disagreement_score":0.77705824,"about_ca_system_score_codex":0.000009039394,"about_ca_system_score_gemma":0.00004375123,"threshold_uncertainty_score":0.6136112},"labels":[],"label_agreement":null},{"id":"W2114526859","doi":"10.1111/j.1365-246x.2001.00353.x","title":"Seismic wave propagation in inhomogeneous and anisotropic porous media","year":2001,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biot number; Poromechanics; Porosity; Porous medium; Anisotropy; Mechanics; Displacement field; Classical mechanics; Viscous liquid; Constitutive equation; Macroscopic scale; Physics; Materials science; Geology; Geotechnical engineering; Thermodynamics; Optics; Finite element method","score_opus":0.013392732598428103,"score_gpt":0.21649207574328977,"score_spread":0.20309934314486167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114526859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99291575,0.00009266745,0.0009968273,0.0023610808,0.00047535327,0.000043347343,0.0000078035955,0.00002835493,0.0030788155],"genre_scores_gemma":[0.9973847,0.00027705467,0.0006473776,0.0009874706,0.00043199366,4.1114717e-7,0.000030122575,0.0000025407364,0.00023827623],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992102,0.000041526815,0.00018363779,0.00013431294,0.00027103562,0.00015933698],"domain_scores_gemma":[0.9996834,0.00005696575,0.000071658906,0.00004791576,0.000056512905,0.00008356272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012519072,0.00008285024,0.00009425113,0.00013482089,0.0000695573,0.00008908654,0.00012313269,0.00003661381,0.00044446695],"category_scores_gemma":[0.0000458602,0.00006801655,0.000030551557,0.00009557998,0.000058822792,0.0002769315,0.000013107265,0.00022791498,0.00006914239],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012656882,0.000083032595,0.30524668,0.0000041850976,0.000029504778,0.0006773883,0.00051912013,0.0008391818,0.00025319943,0.00033720894,0.0029020857,0.68898183],"study_design_scores_gemma":[0.00057682197,0.00013121139,0.7348036,0.000043574997,0.0000072136586,0.0025795158,0.00015429643,0.22272156,0.00033649374,0.022034358,0.016422886,0.00018844519],"about_ca_topic_score_codex":0.0007155478,"about_ca_topic_score_gemma":0.00003786397,"teacher_disagreement_score":0.6887934,"about_ca_system_score_codex":0.000016300306,"about_ca_system_score_gemma":0.000029166149,"threshold_uncertainty_score":0.48666012},"labels":[],"label_agreement":null},{"id":"W2114840312","doi":"10.1190/int-2014-0018.1","title":"Hydrocarbon indicators on seismic data: Insights from poroviscoelastic modeling, amplitude, and frequency variation with offsets from the Drake Point gas field, Western Arctic Islands, Canada","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique; Geological Survey of Canada","funders":"Suncor Energy Incorporated","keywords":"Amplitude versus offset; Geology; Amplitude; Seismology; Well control; Seismogram; Seismic trace; Poromechanics; Attenuation; Biot number; Seismic inversion; Seismic to simulation; Vertical seismic profile; Petrophysics; Seismic wave; Geophysics; Offset (computer science); Mineralogy; Drilling; Porosity; Wavelet; Geotechnical engineering; Porous medium","score_opus":0.006871502094325919,"score_gpt":0.19179746628277788,"score_spread":0.18492596418845197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114840312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8819348,0.00015070473,0.11526722,0.0011994848,0.0002768513,0.00014054598,0.000120026365,0.00005357469,0.0008567856],"genre_scores_gemma":[0.99253976,0.000016159122,0.00040374201,0.0060288324,0.00009239406,0.0000018963378,0.0009033135,0.000005756883,0.000008157805],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882615,0.00012712445,0.0002120816,0.00036973765,0.00033258065,0.00013235823],"domain_scores_gemma":[0.99885976,0.0005298043,0.0001328188,0.0003808998,0.000033402604,0.00006333363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013906046,0.00014827495,0.00013720302,0.000065134926,0.00012605499,0.00010959618,0.00028278393,0.000056182053,0.00005470831],"category_scores_gemma":[0.00013312296,0.00009601715,0.000013077318,0.00008328815,0.00003365353,0.00032159232,0.000020334013,0.00019715731,0.000011416598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007332432,0.00007534288,0.6342823,0.000056212444,0.000339713,0.000029942588,0.016063038,0.024293084,0.00013839846,0.00016892304,0.007369686,0.31645012],"study_design_scores_gemma":[0.00020693058,0.00016176411,0.048320137,0.0001545585,0.000043417007,0.0000027519807,0.00015995657,0.94505394,0.00007096762,0.005345902,0.00033660568,0.0001430955],"about_ca_topic_score_codex":0.86509705,"about_ca_topic_score_gemma":0.4754773,"teacher_disagreement_score":0.9207608,"about_ca_system_score_codex":0.000023554067,"about_ca_system_score_gemma":0.00011256426,"threshold_uncertainty_score":0.53409386},"labels":[],"label_agreement":null},{"id":"W2115165302","doi":"10.1190/1.3626494","title":"Multiple attenuation: Recent advances and the road ahead (2011)","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"U.S. Department of Energy","keywords":"Multiple; Risk analysis (engineering); Computer science; Data science; Management science; Operations research; Engineering; Business; Mathematics","score_opus":0.039338296281768256,"score_gpt":0.2355015899824005,"score_spread":0.19616329370063224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115165302","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4188816,0.07589057,0.0036671027,0.044740707,0.0043459767,0.0014824254,0.000045077584,0.0010102115,0.44993633],"genre_scores_gemma":[0.9909372,0.0030688718,0.0006067292,0.0032689534,0.000130664,0.0000024661215,0.000007556031,0.0000029834905,0.001974576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994276,0.000099605095,0.00009882879,0.00012397415,0.000099840734,0.00015014021],"domain_scores_gemma":[0.99953485,0.00017725736,0.000051100393,0.00018263047,0.0000230437,0.000031152227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005958074,0.00007295773,0.00008757244,0.000023730854,0.0002790243,0.000029421779,0.0002127726,0.000023100398,0.0006836273],"category_scores_gemma":[0.00006400493,0.000035023924,0.00002366847,0.00006273475,0.0003033957,0.0001570509,0.000013317995,0.000116845236,0.0006023993],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080395475,0.0000048098545,0.036011945,0.0000064896644,0.0000082951565,0.000001111718,0.0031395713,0.000005545667,0.00000631667,0.00017261418,0.031079445,0.9294835],"study_design_scores_gemma":[0.0006860151,0.00007180186,0.053703338,0.000029109799,0.00002807734,0.000032184464,0.00096457516,0.01709162,0.0015540818,0.008317374,0.9173258,0.00019603573],"about_ca_topic_score_codex":0.001112092,"about_ca_topic_score_gemma":0.00007152753,"teacher_disagreement_score":0.92928743,"about_ca_system_score_codex":0.0000021997107,"about_ca_system_score_gemma":0.000009301428,"threshold_uncertainty_score":0.7742825},"labels":[],"label_agreement":null},{"id":"W2115221315","doi":"10.1190/1.2424887","title":"The effect of pore pressure depletion and injection cycles on ultrasonic velocity and quality factor in a quartz sandstone","year":2007,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; Memorial University of Newfoundland; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pore water pressure; Quartz; Stress (linguistics); Overburden pressure; Exponential function; Porous medium; Viscoelasticity; Porosity; Materials science; Attenuation; Mineralogy; Mechanics; Chemistry; Geotechnical engineering; Geology; Physics; Composite material; Mathematics; Optics; Mathematical analysis","score_opus":0.009769884711546141,"score_gpt":0.24403785020451604,"score_spread":0.2342679654929699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115221315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990537,0.00031415123,0.00011694175,0.00005871294,0.000057209432,0.000108073706,0.000017436672,0.000024622912,0.00024914625],"genre_scores_gemma":[0.99977136,0.00007828048,0.000038003596,0.000054011543,0.000023641347,4.1106267e-7,0.000013256975,0.0000013721024,0.000019658024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944043,0.0000917818,0.00011494907,0.00011779787,0.0001173084,0.00011772681],"domain_scores_gemma":[0.99934787,0.00046670673,0.000064229396,0.00008322623,0.000011440744,0.000026528414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005479121,0.00006922207,0.000103882245,0.0000305858,0.00010167468,0.00001663791,0.000041897056,0.00004126902,0.0000052606892],"category_scores_gemma":[0.000052411546,0.000045312026,0.000018024619,0.00008982558,0.000095083604,0.00007549637,0.0000043885243,0.00011049967,0.000001216069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001647979,0.000006712405,0.69872046,0.000040303246,0.000006917856,5.185749e-7,0.0003314654,0.000029734883,0.00024386133,0.000052523876,0.00008313953,0.30031955],"study_design_scores_gemma":[0.00019457201,0.00036920334,0.9894605,0.000021218897,0.0000057816796,0.0000018347426,0.00010451404,0.001343613,0.007611142,0.0004509165,0.0003771046,0.000059598642],"about_ca_topic_score_codex":0.0065270173,"about_ca_topic_score_gemma":0.000334616,"teacher_disagreement_score":0.30025998,"about_ca_system_score_codex":0.0000025640454,"about_ca_system_score_gemma":0.000006143227,"threshold_uncertainty_score":0.98669416},"labels":[],"label_agreement":null},{"id":"W2115506000","doi":"10.1190/1.2840362","title":"Introduction to this special section—Seismic Noise","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Section (typography); Special section; Geology; Noise (video); Seismic noise; Seismology; Acoustics; Computer science; Engineering; Physics; Artificial intelligence; Engineering physics","score_opus":0.0182678544988592,"score_gpt":0.2156593919274851,"score_spread":0.1973915374286259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115506000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.738852,0.00015218387,0.0026372727,0.047632348,0.014332916,0.00034852867,0.000018400982,0.00069285545,0.19533347],"genre_scores_gemma":[0.9077133,0.00007573574,0.00072644156,0.0086393105,0.03618501,0.0000016970055,0.000028859891,0.000006812017,0.046622854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993358,0.000049138285,0.000101073805,0.00017890513,0.00014669013,0.00018837959],"domain_scores_gemma":[0.999647,0.00004499561,0.000029805627,0.000198389,0.000022694507,0.000057078603],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025048683,0.00008117888,0.00008630932,0.00008782449,0.0004150553,0.000027384536,0.00018724079,0.000034609962,0.0037672098],"category_scores_gemma":[0.00004901004,0.000056770707,0.00003480731,0.00023523982,0.00008694313,0.00013725096,0.000009774466,0.00017082377,0.0060324348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014581571,0.0000034754298,0.0023467764,0.0000014265971,0.0000030748627,0.0000023726664,0.0007449237,0.00031449905,0.00014419715,0.000014284749,0.97000414,0.02640626],"study_design_scores_gemma":[0.000051430365,0.00005181034,0.0049783625,0.0000043404625,0.000004847295,0.00009273049,0.000051772564,0.0026870836,0.0032750107,0.00015539715,0.9885533,0.000093945855],"about_ca_topic_score_codex":0.0012185229,"about_ca_topic_score_gemma":0.000020241681,"teacher_disagreement_score":0.16886124,"about_ca_system_score_codex":0.000011796574,"about_ca_system_score_gemma":0.000020665744,"threshold_uncertainty_score":0.9971435},"labels":[],"label_agreement":null},{"id":"W2115627442","doi":"10.1111/j.1365-246x.2007.03384.x","title":"A wavelet thresholding technique for local geoid and deflection of the vertical determination using a planar approximation","year":2007,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geoid; Thresholding; Geology; Wavelet; Geodesy; Planar; Vertical deflection; Geophysics; Geometry; Mathematics; Physics; Computer science; Artificial intelligence","score_opus":0.019469447481922784,"score_gpt":0.2656848184864015,"score_spread":0.24621537100447874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115627442","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38288447,0.000012315262,0.6161455,0.000297072,0.00025434824,0.00011537466,0.000007134701,0.000010381945,0.0002734418],"genre_scores_gemma":[0.98283774,0.000005139465,0.01666442,0.0002671123,0.00020177351,8.9254246e-7,0.000007225721,0.0000025673928,0.000013126379],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927235,0.000025771384,0.00021634344,0.000099371275,0.00025455654,0.00013161793],"domain_scores_gemma":[0.99956656,0.00012413335,0.00009688512,0.000047881127,0.00011960909,0.000044965047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000467092,0.000067351095,0.000080771846,0.000099467754,0.00015831678,0.000040201874,0.00013324377,0.00004953067,0.000023612478],"category_scores_gemma":[0.000069973226,0.000047668666,0.00006819144,0.00008742945,0.0001054699,0.00022605874,0.000010526312,0.00016089172,9.188811e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008236879,0.00018152916,0.04662103,0.000081382044,0.00010804516,0.000015286576,0.0006239905,0.0010647811,0.16249183,0.005331877,0.0014060393,0.78125054],"study_design_scores_gemma":[0.00041841573,0.00017013932,0.058535106,0.00011718152,0.00003014156,0.0005442585,0.00017062394,0.7494092,0.16225803,0.027234891,0.0009689026,0.00014312715],"about_ca_topic_score_codex":0.00025482447,"about_ca_topic_score_gemma":0.000011032543,"teacher_disagreement_score":0.7811074,"about_ca_system_score_codex":0.000024541223,"about_ca_system_score_gemma":0.000027005322,"threshold_uncertainty_score":0.19438718},"labels":[],"label_agreement":null},{"id":"W2115895266","doi":"10.1190/1.3553478","title":"Application of waveform tomography to marine seismic reflection data from the Queen Charlotte Basin of western Canada","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology; Amplitude; Seismology; Tomography; Inversion (geology); Waveform; Geodesy; Acoustics; Optics; Computer science; Telecommunications; Physics; Radar","score_opus":0.024776676927645614,"score_gpt":0.21210111832569728,"score_spread":0.18732444139805166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115895266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917073,0.00001880931,0.0038612406,0.00060694845,0.00017151593,0.00021905456,0.0006920582,0.00003658892,0.0026864675],"genre_scores_gemma":[0.99730855,0.00001212761,0.0007128064,0.0013047039,0.00005592283,0.000001085077,0.00054182194,0.000002591079,0.000060408944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940103,0.000027637036,0.00014687782,0.00015847094,0.0001641989,0.00010176132],"domain_scores_gemma":[0.99926555,0.000042348594,0.0001040083,0.0005161064,0.0000382718,0.000033707114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012897357,0.00007062955,0.00011183908,0.000026213122,0.00004365533,0.000005039761,0.0004173017,0.000020987358,0.000074933916],"category_scores_gemma":[0.000006302168,0.000049557286,0.000020572144,0.00021257397,0.000036162124,0.00011930229,0.000049380487,0.00006271445,0.000013832188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052178057,0.000013705277,0.6994737,0.0000140742695,0.000025832507,4.193689e-7,0.00030833596,0.00001414698,0.00014832593,0.000013844925,0.010837891,0.28909755],"study_design_scores_gemma":[0.000099501725,0.000118752134,0.9435051,0.000018441715,0.000030957865,7.266178e-7,0.00011492215,0.011109189,0.015372821,0.0018324087,0.027677525,0.00011963431],"about_ca_topic_score_codex":0.9824905,"about_ca_topic_score_gemma":0.19703907,"teacher_disagreement_score":0.78545135,"about_ca_system_score_codex":0.000004075834,"about_ca_system_score_gemma":0.00005343626,"threshold_uncertainty_score":0.8176129},"labels":[],"label_agreement":null},{"id":"W2115950220","doi":"10.1190/int-2014-0055.1","title":"Incorporating 3C seismic data quantitatively for enhanced geologic detail in an oil sands reservoir","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Bio-Systems (Canada); Canadian Natural Resources","funders":"Shell Canada","keywords":"Workflow; Geology; Seismic inversion; Amplitude versus offset; Amplitude; Seismic to simulation; Data set; Inversion (geology); Offset (computer science); Seismology; Seismic attribute; Reservoir modeling; Data quality; Mineralogy; Petroleum engineering; Computer science; Engineering; Database; Geometry; Artificial intelligence","score_opus":0.04683238402766932,"score_gpt":0.30026825167538185,"score_spread":0.25343586764771253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115950220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7846341,0.000058596208,0.2111783,0.00041035993,0.0001798378,0.000092600465,0.00004617549,0.00010675682,0.0032932279],"genre_scores_gemma":[0.9783252,0.000008321607,0.019351821,0.0013036676,0.000041781608,0.0000049744726,0.000868635,0.0000040123564,0.00009159646],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893653,0.000178487,0.00025610972,0.00033718892,0.00011716278,0.00017448884],"domain_scores_gemma":[0.9991237,0.00033140648,0.00013983325,0.00029407072,0.00006835942,0.00004264835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094134506,0.00010221544,0.00014006763,0.00013692342,0.00008722085,0.00006772066,0.00042003134,0.000059631442,0.00006306182],"category_scores_gemma":[0.00049332506,0.000089676534,0.00002214626,0.00014158017,0.00006668616,0.00087907346,0.000023531056,0.00010972334,0.000037858383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002839224,0.000027653472,0.053257626,0.000064497974,0.000008818103,0.0000014952111,0.002033774,0.008849452,0.0018900415,0.00014205545,0.0017079012,0.9317328],"study_design_scores_gemma":[0.00022957238,0.0002884206,0.006629175,0.000064390384,0.0000052959435,0.0000012519115,0.00039625564,0.98178655,0.002656309,0.006696597,0.0011206411,0.00012552715],"about_ca_topic_score_codex":0.0017963288,"about_ca_topic_score_gemma":0.0012870005,"teacher_disagreement_score":0.9729371,"about_ca_system_score_codex":0.0000072076864,"about_ca_system_score_gemma":0.00003217264,"threshold_uncertainty_score":0.3656903},"labels":[],"label_agreement":null},{"id":"W2115998942","doi":"10.1190/tle33060640.1","title":"Seismic attenuation in partially saturated rocks: Recent advances and future directions","year":2014,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Lilly Family School of Philanthropy, Indiana University-Purdue University Indianapolis; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Attenuation; Broadband; Geology; Fluid dynamics; Bandwidth (computing); Seismology; Fluid pressure; Mineralogy; Acoustics; Mechanics; Optics; Physics; Engineering; Telecommunications","score_opus":0.012925294279470595,"score_gpt":0.23141832473024573,"score_spread":0.21849303045077514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115998942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89987475,0.017299326,0.003181617,0.048467644,0.0026872144,0.00042015812,0.000014816933,0.0005671211,0.027487384],"genre_scores_gemma":[0.99135095,0.0058650333,0.0001594133,0.0018839202,0.00031458295,9.988812e-7,0.00002230706,0.0000026327714,0.0004001342],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994516,0.00010500995,0.00009790314,0.00013053634,0.00007575758,0.0001392113],"domain_scores_gemma":[0.99972105,0.00009289424,0.00003963356,0.00009854883,0.000018629295,0.000029245633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033939478,0.00006845342,0.00007975974,0.000056825247,0.00016055173,0.000038214668,0.000087392975,0.000034638975,0.00007527923],"category_scores_gemma":[0.000039568273,0.000045294677,0.00001251764,0.00019603972,0.000049295144,0.00016978517,0.0000053928015,0.00013535963,0.000083706866],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000113919305,0.000003514618,0.033806134,0.0000060651405,0.0000022507063,3.0603792e-7,0.00058322324,0.00048333243,0.00002663643,0.000015242157,0.0063329157,0.95872897],"study_design_scores_gemma":[0.000087561326,0.000029065206,0.033924665,0.000018207173,0.0000048665856,0.000006423685,0.00017746828,0.06111512,0.00037783,0.0009753537,0.9032076,0.0000758361],"about_ca_topic_score_codex":0.00041806162,"about_ca_topic_score_gemma":0.00040145495,"teacher_disagreement_score":0.95865315,"about_ca_system_score_codex":0.0000053865524,"about_ca_system_score_gemma":0.000010073139,"threshold_uncertainty_score":0.18470633},"labels":[],"label_agreement":null},{"id":"W2116355519","doi":"10.1111/j.1365-246x.2006.03349.x","title":"Difficulties with computing anelastic plane-wave reflection and transmission coefficients","year":2007,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Slowness; Reflection (computer programming); Mathematical analysis; Computation; Plane (geometry); Point (geometry); Reflection coefficient; Mathematics; Plane wave; Geology; Geometry; Seismology; Physics; Optics","score_opus":0.013514135761963662,"score_gpt":0.23485461401363758,"score_spread":0.2213404782516739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116355519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87163,0.000038725073,0.12493978,0.00039916235,0.00037053286,0.000036156376,0.00000607848,0.000048079797,0.0025314798],"genre_scores_gemma":[0.9956548,0.000019954197,0.0034177427,0.0003796682,0.00031186483,3.9155825e-8,0.000026473512,0.000002484503,0.00018693437],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99919623,0.000021624448,0.00015257437,0.00012712214,0.00033362492,0.0001688269],"domain_scores_gemma":[0.99959314,0.000112336405,0.00007716694,0.00003141435,0.000073807605,0.00011211812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020427351,0.0000868745,0.000082674465,0.00010208909,0.00020660025,0.00010044908,0.00008305564,0.00003061804,0.00015202814],"category_scores_gemma":[0.00001253086,0.000058748898,0.000027829314,0.00007611116,0.00007888059,0.0001590292,0.000006345499,0.00023554749,0.000016411326],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000647035,0.00011301958,0.04322879,0.000012564535,0.00007560416,0.00022634816,0.0009241636,0.0019380853,0.0016571822,0.00013871754,0.003308662,0.9477298],"study_design_scores_gemma":[0.0012220478,0.0008008711,0.734769,0.00024385838,0.00003269976,0.0029834271,0.0007367311,0.23143409,0.004037405,0.0013465283,0.022013847,0.00037948904],"about_ca_topic_score_codex":0.00019131828,"about_ca_topic_score_gemma":0.0000059898416,"teacher_disagreement_score":0.9473503,"about_ca_system_score_codex":0.000009743547,"about_ca_system_score_gemma":0.000013417026,"threshold_uncertainty_score":0.23957105},"labels":[],"label_agreement":null},{"id":"W2116547351","doi":"10.1190/1.2780791","title":"Fracture quality from integrating time-lapse VSP and microseismic data","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Microseism; Fracture (geology); Geology; Seismology; Quality (philosophy); Data quality; Computer science; Engineering; Geotechnical engineering; Physics; Operations management","score_opus":0.03736369306229134,"score_gpt":0.2906725185665261,"score_spread":0.2533088255042347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116547351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968649,0.0018846216,0.008166203,0.004423326,0.00040248095,0.00015649122,0.00023109805,0.0003019444,0.015784778],"genre_scores_gemma":[0.98509246,0.000038690836,0.0038992402,0.008956046,0.00026354552,1.1181021e-7,0.0003555396,0.0000047391763,0.0013896188],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911183,0.000085735206,0.00017985555,0.00026786863,0.0001260293,0.00022866875],"domain_scores_gemma":[0.99873084,0.00061396,0.00008172359,0.000496552,0.00001528543,0.00006166762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015194464,0.00011243354,0.00013919802,0.000039772134,0.00024309741,0.00009531041,0.00052953017,0.00006426987,0.00039001633],"category_scores_gemma":[0.00014415444,0.000070775306,0.000021243119,0.000096624935,0.00014616823,0.00023051299,0.000054950557,0.00029996337,0.00044726848],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006173844,0.000013909991,0.084565245,0.000015335874,0.000033462937,0.0000118604985,0.0028729632,0.000010483087,0.0046895007,0.00003467134,0.37742826,0.5302626],"study_design_scores_gemma":[0.00034614996,0.00005830501,0.08890769,0.00012886396,0.000046137447,0.000031961543,0.0013975956,0.040018216,0.01676578,0.0047429376,0.8470617,0.00049470086],"about_ca_topic_score_codex":0.01150155,"about_ca_topic_score_gemma":0.0001603078,"teacher_disagreement_score":0.5297679,"about_ca_system_score_codex":0.0000045935526,"about_ca_system_score_gemma":0.000016213848,"threshold_uncertainty_score":0.99508095},"labels":[],"label_agreement":null},{"id":"W2116608931","doi":"10.1190/1.3663401","title":"Simultaneous active and passive seismic monitoring of steam-assisted heavy oil production","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geopolitics; Oil reserves; Petroleum engineering; Oil production; Steam injection; Extraction (chemistry); Resource (disambiguation); Environmental science; Fossil fuel; Production (economics); Natural resource economics; Waste management; Petroleum; Geology; Engineering; Economics; Political science; Chemistry; Computer science; Politics","score_opus":0.031783729889112516,"score_gpt":0.23411807100617718,"score_spread":0.20233434111706466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116608931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926658,0.00018918367,0.000051742554,0.00031594347,0.0005311416,0.00006000115,0.000006698102,0.00009570325,0.006083748],"genre_scores_gemma":[0.99768317,0.00013132143,0.00048471126,0.000103733655,0.000117215146,8.925667e-7,0.0000031109769,0.0000036592014,0.0014721634],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994082,0.00006078676,0.00011432779,0.00016111555,0.0001039582,0.00015165395],"domain_scores_gemma":[0.9995475,0.00012682512,0.00009003421,0.00015529363,0.000043532895,0.000036832753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012356948,0.000087070606,0.000116767245,0.00005729011,0.00014853355,0.000011542279,0.00012884752,0.000037834223,0.00003773461],"category_scores_gemma":[0.00008992621,0.00005944327,0.000025256992,0.0001186225,0.00015277663,0.00013403407,0.000011352682,0.00013904307,0.00003699074],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091024085,0.00001215341,0.0151307015,0.000028518663,0.000021918637,0.000005345407,0.004160223,0.00009762273,0.0010759732,0.000004709095,0.0011455318,0.9782263],"study_design_scores_gemma":[0.00034417698,0.000392706,0.055544563,0.00034525487,0.000098521654,0.00016492598,0.006431012,0.017277354,0.90905297,0.0012522218,0.008649284,0.00044703166],"about_ca_topic_score_codex":0.0015226292,"about_ca_topic_score_gemma":0.000007448804,"teacher_disagreement_score":0.97777927,"about_ca_system_score_codex":0.0000068941445,"about_ca_system_score_gemma":0.000015856785,"threshold_uncertainty_score":0.24240263},"labels":[],"label_agreement":null},{"id":"W2116833165","doi":"10.2172/945944","title":"Feature Detection, Characterization and Confirmation Methodology: Final Report","year":2007,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feature (linguistics); Characterization (materials science); Geology; Geography; Computer science","score_opus":0.09407435819773122,"score_gpt":0.31161523218887505,"score_spread":0.21754087399114383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116833165","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038337037,0.0016753096,0.62888515,0.0042613293,0.008003278,0.0010371057,0.0002630275,0.0014518399,0.3160859],"genre_scores_gemma":[0.2236165,0.013864427,0.09844365,0.01298489,0.0052103396,0.000013732189,0.0392008,0.000077810306,0.6065878],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986538,0.000107831635,0.0002828066,0.00035037653,0.00041697704,0.00018818656],"domain_scores_gemma":[0.99894416,0.000117572454,0.0003728772,0.00019477884,0.0002946038,0.000075974815],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002256902,0.0001895766,0.0002765696,0.00028130363,0.00014824801,0.00006640395,0.00008100832,0.00044929973,0.00092024676],"category_scores_gemma":[0.00035930227,0.00015605736,0.000053477273,0.00015262126,0.00008305343,0.00018708126,0.000009333429,0.0003770844,0.000032636424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001879019,0.0000031736845,0.015240095,0.00008204491,0.000024589634,0.00008799732,0.000036140496,6.6537734e-7,0.0002870261,0.0000034181048,0.06130979,0.9229063],"study_design_scores_gemma":[0.000056663186,0.000045108958,0.07705146,0.000036154393,0.000036333324,0.0027713578,0.0000237141,0.0010391552,0.0040438264,0.000070860064,0.9146279,0.00019743088],"about_ca_topic_score_codex":0.004827456,"about_ca_topic_score_gemma":0.00014046657,"teacher_disagreement_score":0.9227088,"about_ca_system_score_codex":0.000014638798,"about_ca_system_score_gemma":0.00018850263,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W2117108485","doi":"10.1190/1.1567232","title":"Aliasing in wavefield extrapolation prestack migration","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Prestack; Extrapolation; Aliasing; Geology; Seismic migration; Seismology; Geodesy; Computer science; Mathematics; Statistics; Computer vision; Filter (signal processing)","score_opus":0.014332092370425757,"score_gpt":0.20768143963532384,"score_spread":0.19334934726489808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117108485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659122,0.00010861007,0.003441786,0.00032759763,0.00021367871,0.00009425227,0.000004311933,0.00007134411,0.029826207],"genre_scores_gemma":[0.996973,0.000032098353,0.0021822064,0.0005203101,0.000027623479,3.6711893e-7,0.000030087012,0.0000014076983,0.00023294258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995636,0.00004040975,0.0000878341,0.00010392533,0.00008681796,0.0001174596],"domain_scores_gemma":[0.9998194,0.00003336918,0.000027881772,0.000085171014,0.000012454285,0.00002172785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011164783,0.0000520646,0.000053786698,0.000040884403,0.000043966902,0.000024849945,0.00004216476,0.00003094219,0.00018736697],"category_scores_gemma":[0.000018597366,0.000049118047,0.000018862149,0.00013807576,0.000015576725,0.0002092945,0.000001258507,0.00007091555,0.000076946104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021576685,0.00004843171,0.6872307,0.000026206726,0.000007167254,0.0000098185465,0.0015472095,0.0023987892,0.0006979357,0.0033618652,0.014341799,0.29030848],"study_design_scores_gemma":[0.0006027105,0.0001784933,0.5189635,0.000087236425,0.00001551053,0.0000126220775,0.00069959566,0.20604452,0.027798375,0.088908955,0.15607566,0.00061279204],"about_ca_topic_score_codex":0.0031223532,"about_ca_topic_score_gemma":0.00017219987,"teacher_disagreement_score":0.28969568,"about_ca_system_score_codex":0.0000027797366,"about_ca_system_score_gemma":0.000016367772,"threshold_uncertainty_score":0.4720085},"labels":[],"label_agreement":null},{"id":"W2117134247","doi":"10.1306/07190605027","title":"Three-dimensional seismic-based definition of fault-related porosity development: Trenton–Black River interval, Saybrook, Ohio","year":2006,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Fault (geology); Porosity; Interval (graph theory); Seismology; Geochemistry; Mining engineering; Geotechnical engineering","score_opus":0.01427192922200405,"score_gpt":0.1937073184112484,"score_spread":0.17943538918924437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117134247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805534,0.00027314617,0.0024443052,0.0017504189,0.00020166308,0.00017243437,0.00007279061,0.00021456188,0.01431732],"genre_scores_gemma":[0.98110783,0.0000055374844,0.016065322,0.0016118902,0.00002770298,0.0000012356452,0.00067344896,0.000007126472,0.0004998853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860567,0.00006308305,0.00041949845,0.0003015374,0.00033154283,0.00027864377],"domain_scores_gemma":[0.9993735,0.00010853588,0.00018376297,0.00018396291,0.00008223697,0.000068020076],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030864155,0.0001888308,0.00021994919,0.00014376365,0.00014565595,0.000023218457,0.00020078338,0.0001148581,0.005171794],"category_scores_gemma":[0.000022449933,0.00016942159,0.00010048563,0.00016379407,0.00026489276,0.00006169136,0.000020363228,0.00017515008,0.0012186189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032937594,0.00039041508,0.1578416,0.00011979345,0.00007795579,0.00005815041,0.00036591297,0.0075470963,0.00049979775,0.00042541148,0.7795673,0.052777175],"study_design_scores_gemma":[0.0026346564,0.00037317403,0.37568998,0.00046488913,0.00007828371,0.00003595445,0.000064760025,0.089709245,0.04881562,0.009642689,0.4714338,0.0010569663],"about_ca_topic_score_codex":0.011088522,"about_ca_topic_score_gemma":0.00021248289,"teacher_disagreement_score":0.30813354,"about_ca_system_score_codex":0.000015555217,"about_ca_system_score_gemma":0.00007224806,"threshold_uncertainty_score":0.99955904},"labels":[],"label_agreement":null},{"id":"W2117432293","doi":"10.1093/gji/ggu057","title":"Correcting an acoustic wavefield for elastic effects","year":2014,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Acoustic wave equation; Elasticity (physics); Isotropy; Acoustic wave; Acoustics; Computation; Wave propagation; Wave equation; Finite difference; Grid; Physics; Mathematical analysis; Computer science; Mathematics; Geometry; Optics; Algorithm","score_opus":0.009239503832295303,"score_gpt":0.2385187945567191,"score_spread":0.2292792907244238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117432293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56932294,0.000020471507,0.41903412,0.0010707077,0.0050895717,0.000111064066,0.0000140804705,0.00011043168,0.0052266424],"genre_scores_gemma":[0.99245775,0.0000025238974,0.0034753869,0.0020437518,0.0016294861,9.423111e-7,0.000028865494,0.0000034438376,0.00035783116],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992836,0.000047389534,0.00013982404,0.0001322108,0.00021862719,0.00017831392],"domain_scores_gemma":[0.9990672,0.00057504425,0.00008044186,0.0000632124,0.000098369725,0.000115717776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023848141,0.00008263,0.00009901673,0.000067625006,0.00017083643,0.00012684694,0.00023921764,0.000034629946,0.00028543716],"category_scores_gemma":[0.00034885012,0.00006592608,0.00007891922,0.00004031329,0.000031458414,0.00026599807,0.000007578198,0.00020662262,0.00008664512],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000949293,0.00006200691,0.0065097027,0.000015494088,0.000041885447,0.000009213724,0.000121245495,0.0025551098,0.0007920753,0.00042558834,0.014723797,0.97464895],"study_design_scores_gemma":[0.0004741708,0.00065858,0.020645792,0.00006182106,0.000025059306,0.00025280987,0.000063693,0.9394724,0.0021743353,0.023855314,0.012129415,0.00018664192],"about_ca_topic_score_codex":0.00015521885,"about_ca_topic_score_gemma":0.000007550925,"teacher_disagreement_score":0.97446233,"about_ca_system_score_codex":0.0000065520426,"about_ca_system_score_gemma":0.000017645953,"threshold_uncertainty_score":0.31253368},"labels":[],"label_agreement":null},{"id":"W2117498579","doi":"10.1071/eg07023","title":"Instantaneous attributes: the what and the how","year":2007,"lang":"en","type":"article","venue":"Exploration Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Computer science; TRACE (psycholinguistics); Point (geometry); Dimension (graph theory); Instantaneous phase; Resolution (logic); Computation; Property (philosophy); Wavelet; Data mining; Geology; Algorithm; Artificial intelligence; Mathematics; Epistemology","score_opus":0.020033574083451744,"score_gpt":0.2063018845559345,"score_spread":0.18626831047248277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117498579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6107842,0.00850739,0.11287169,0.24458341,0.003383522,0.0017452008,0.0000512961,0.00080638565,0.01726692],"genre_scores_gemma":[0.99342453,0.00092491694,0.00019284597,0.004986636,0.00017037027,0.0000011412502,0.000037001322,0.0000020265813,0.00026053214],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945813,0.00005492164,0.000082145685,0.0001041972,0.00016751725,0.00013305567],"domain_scores_gemma":[0.99942476,0.00029921776,0.000054708573,0.00015566667,0.00003719899,0.000028433926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005329974,0.00007094232,0.000068221336,0.000018079047,0.0003216722,0.0003028995,0.00012806257,0.000022874678,0.000033146076],"category_scores_gemma":[0.000025842102,0.000035282792,0.000026458509,0.00015603342,0.00022939409,0.00090270885,0.000009907427,0.00010761806,0.00005808645],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010189278,0.000008198987,0.0012766386,0.0000058970145,0.000014664612,0.00000887407,0.004153819,0.0000739784,0.00002926191,0.0042890823,0.017727004,0.97231066],"study_design_scores_gemma":[0.0017593678,0.00028393383,0.009392994,0.0000821311,0.00006341621,0.000092344955,0.05482031,0.0704325,0.007154483,0.15929064,0.6959975,0.00063038757],"about_ca_topic_score_codex":0.00029617132,"about_ca_topic_score_gemma":0.000051201085,"teacher_disagreement_score":0.9716803,"about_ca_system_score_codex":0.0000022178863,"about_ca_system_score_gemma":0.000011888044,"threshold_uncertainty_score":0.29208672},"labels":[],"label_agreement":null},{"id":"W2117578715","doi":"10.3968/j.aped.1925543820130502.1096","title":"The Seismic Acquisition Method Researching for the Complex Mountainous Terrain in YXL Area Qaidam Basin","year":2013,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Terrain; Stack (abstract data type); Seismology; Attenuation; Structural basin; Interference (communication); Noise (video); SIGNAL (programming language); Feature (linguistics); Seismic array; Seismic exploration; Data acquisition; Sichuan basin; Signal-to-noise ratio (imaging); Remote sensing; Acoustics; Geomorphology; Engineering; Computer science; Telecommunications; Cartography; Optics; Geography; Geochemistry; Image (mathematics); Artificial intelligence","score_opus":0.03504537881547465,"score_gpt":0.2945997482608872,"score_spread":0.25955436944541255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117578715","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03824496,0.0034209772,0.93213713,0.021829229,0.0003596239,0.0012011755,0.000012987208,0.00010951133,0.0026843906],"genre_scores_gemma":[0.9672441,0.0016179235,0.027940039,0.0027547989,0.000030410594,0.00013526999,0.00008738062,0.000004356601,0.00018573733],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988817,0.0001596675,0.00027630012,0.00021013728,0.0002027657,0.00026943904],"domain_scores_gemma":[0.9990107,0.00072315556,0.000069100104,0.00011795248,0.000039321603,0.0000397661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012729464,0.00010823785,0.0001107935,0.00012370457,0.00047013603,0.00016482819,0.00017487544,0.00003137532,0.000068136425],"category_scores_gemma":[0.00006889189,0.00006459392,0.000016683747,0.00013772583,0.00008123967,0.00082638784,0.000020363537,0.00014465333,0.000019313058],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006280292,0.000011973232,0.008583392,0.000013519926,0.000004561806,0.0000010049281,0.0022388892,0.017205283,0.000023611412,0.00015486975,0.0018654246,0.9698347],"study_design_scores_gemma":[0.00036285448,0.000063475454,0.023361878,0.000035112505,0.0000012473612,0.0000042510696,0.007562574,0.7542524,0.0003354166,0.010814292,0.20307472,0.00013181641],"about_ca_topic_score_codex":0.0011340404,"about_ca_topic_score_gemma":0.0009300798,"teacher_disagreement_score":0.96970284,"about_ca_system_score_codex":0.000029043817,"about_ca_system_score_gemma":0.000053690597,"threshold_uncertainty_score":0.3615954},"labels":[],"label_agreement":null},{"id":"W2117727075","doi":"10.1190/geo2012-0090.1","title":"A new optimization approach for source-encoding full-waveform inversion","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Universitetet i Bergen; University of British Columbia; Technische Universiteit Delft","keywords":"Waveform; Inversion (geology); Algorithm; Computer science; Geology; Seismology; Telecommunications","score_opus":0.014114758627906078,"score_gpt":0.19008498554477327,"score_spread":0.1759702269168672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117727075","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018702604,0.000029054518,0.9674609,0.00029862596,0.00016045202,0.00035322967,0.00000564567,0.00019430193,0.012795208],"genre_scores_gemma":[0.36429644,0.00003824895,0.62820977,0.0024138123,0.00048410436,0.000008252003,0.00058696314,0.0000115287285,0.003950896],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993336,0.000012225872,0.000112791044,0.00018495553,0.00013442623,0.00022196457],"domain_scores_gemma":[0.99962455,0.00003549798,0.00006121974,0.00013446712,0.000048515245,0.00009576553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078112374,0.000102061524,0.00010236404,0.000054062974,0.00017049232,0.00008042373,0.00014381862,0.000052672138,0.0006452993],"category_scores_gemma":[0.000014259017,0.00008629137,0.00006180573,0.00015008643,0.000024968684,0.00042552926,0.000011870233,0.000074189054,0.00018061539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026132255,0.000019178857,0.0026007926,0.00004692749,0.000015890968,2.3006888e-7,0.00051855145,0.095968984,0.00017796422,0.00009405132,0.114519246,0.78601205],"study_design_scores_gemma":[0.00017848407,0.00008247295,0.00026746118,0.000008184633,0.000008848498,0.0000017801859,0.00024484273,0.99181753,0.00052325026,0.0015285512,0.0052024033,0.00013621205],"about_ca_topic_score_codex":0.0045779045,"about_ca_topic_score_gemma":0.0000016077729,"teacher_disagreement_score":0.8958485,"about_ca_system_score_codex":0.0000063731145,"about_ca_system_score_gemma":0.00003332395,"threshold_uncertainty_score":0.7065575},"labels":[],"label_agreement":null},{"id":"W2117732228","doi":"","title":"Curvelet Denoising: Application to Crustal Reflection Data","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Deconvolution; Noise (video); Noise reduction; Computer science; Synthetic data; Reflection (computer programming); Data processing; Blind deconvolution; SIGNAL (programming language); Representation (politics); Artificial intelligence; Inverse problem; Algorithm; Pattern recognition (psychology); Wavelet; Mathematics; Image (mathematics); Wavelet transform","score_opus":0.038522568616073956,"score_gpt":0.2912492859255049,"score_spread":0.25272671730943097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117732228","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1137191,0.00018163882,0.6233246,0.027078196,0.0003941027,0.00059036043,0.00008266492,0.0014843831,0.233145],"genre_scores_gemma":[0.97799045,0.000010029299,0.011635567,0.009250006,0.000080110825,2.1659481e-7,0.0002746019,0.0000010263138,0.00075797085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994336,0.000016478212,0.000088414214,0.00022165608,0.00011705756,0.00012283528],"domain_scores_gemma":[0.9995405,0.000013577364,0.000020575946,0.00033952197,0.000019745261,0.00006607253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019905345,0.000053921285,0.00005112776,0.000067008834,0.00009040807,0.000044992903,0.00026631035,0.000020861156,0.00038009655],"category_scores_gemma":[0.000024679646,0.000045049997,0.000009728527,0.0001920562,0.000010379165,0.00026569774,0.000009581032,0.00005339843,0.00046767035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009728466,0.0000069806365,0.0036621492,8.132482e-7,0.0000010346308,5.305351e-7,0.00002392919,0.000050774925,0.00042069904,0.00008486426,0.16907291,0.8266656],"study_design_scores_gemma":[0.000096880234,0.00018321649,0.050278697,0.000007631689,0.000006320145,0.000018081588,0.00008831495,0.13748936,0.0073993728,0.0028912413,0.80132884,0.00021202072],"about_ca_topic_score_codex":0.003432061,"about_ca_topic_score_gemma":0.00010267089,"teacher_disagreement_score":0.8642714,"about_ca_system_score_codex":0.000003333401,"about_ca_system_score_gemma":0.000013688068,"threshold_uncertainty_score":0.60111123},"labels":[],"label_agreement":null},{"id":"W2118104957","doi":"10.1093/gji/ggs052","title":"Interferometric redatuming by sparse inversion","year":2012,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interferometry; Geology; Deconvolution; Curvelet; Inverse theory; Data space; Inversion (geology); Seismic interferometry; Noise (video); Computer science; Algorithm; Seismology; Optics; Image (mathematics); Artificial intelligence; Wavelet; Physics; Wavelet transform","score_opus":0.01630246314568677,"score_gpt":0.2327194276613681,"score_spread":0.21641696451568132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118104957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96212095,0.0004581777,0.003694992,0.002539167,0.004081476,0.0000499582,0.00004916276,0.00009422855,0.026911894],"genre_scores_gemma":[0.9946558,0.000084780535,0.0011641171,0.0019394128,0.00095332315,2.0729868e-7,0.00007144642,0.000003295134,0.0011276273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989715,0.00004832747,0.00018509207,0.000108715205,0.00040768378,0.00027868888],"domain_scores_gemma":[0.99946004,0.00007804621,0.00010439229,0.000073904645,0.00006637877,0.0002172641],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027409755,0.00009912635,0.00009868635,0.00020766712,0.0001314282,0.00010443989,0.00032741745,0.00004144213,0.0030847355],"category_scores_gemma":[0.000078717676,0.00007992157,0.00008836687,0.00019606974,0.000053480937,0.0008379188,0.000027054528,0.00033220992,0.0009044781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052304225,0.00010934468,0.15204215,0.0000028580034,0.00005466585,0.000010638463,0.00016021574,0.000014494208,0.0010943793,0.00014317656,0.57222015,0.27409565],"study_design_scores_gemma":[0.00071808073,0.00022698053,0.12816885,0.00008761412,0.000034294582,0.0004929435,0.00040133868,0.030204156,0.011098305,0.0034541455,0.8245912,0.00052205886],"about_ca_topic_score_codex":0.0003496831,"about_ca_topic_score_gemma":4.276087e-7,"teacher_disagreement_score":0.2735736,"about_ca_system_score_codex":0.000021486589,"about_ca_system_score_gemma":0.000014243209,"threshold_uncertainty_score":0.99987346},"labels":[],"label_agreement":null},{"id":"W2118330697","doi":"10.1007/978-3-540-85426-5_32","title":"The Inversion of Poisson’s Integral in the Wavelet Domain","year":2008,"lang":"en","type":"book-chapter","venue":"International Association of Geodesy symposia","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics; Wavelet; Conjugate gradient method; Wavelet transform; Tikhonov regularization; Algorithm; Stationary wavelet transform; Thresholding; Fast wavelet transform; Second-generation wavelet transform; Discrete wavelet transform; Mathematical analysis; Applied mathematics; Computer science; Artificial intelligence; Inverse problem","score_opus":0.008328531818454984,"score_gpt":0.20160564724781238,"score_spread":0.19327711542935738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118330697","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018652823,0.0007863343,0.000046515976,0.026354073,0.0013428361,0.00044453252,0.0004846515,0.000048209757,0.95184004],"genre_scores_gemma":[0.83167917,0.004123795,0.00050316955,0.0022802784,0.00026180834,0.0000032560354,0.0006875542,0.000014373245,0.16044658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815327,0.000088239154,0.00051075,0.00017236944,0.0009229983,0.00015236816],"domain_scores_gemma":[0.99812764,0.00065839937,0.0007844688,0.00017964318,0.00022675673,0.000023070033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000930017,0.00016000793,0.00022010221,0.00018602531,0.00010577911,0.000031356834,0.00070852163,0.00019300138,0.0003195826],"category_scores_gemma":[0.00012191071,0.00010186375,0.00018152584,0.000055579058,0.00012995269,0.00011561596,0.000024759538,0.00035223953,0.000047488953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002905377,0.00008080184,0.093466066,0.000043114236,0.0005446907,0.000029986086,0.004265971,0.00015270902,0.00007626651,0.08370815,0.717352,0.099989764],"study_design_scores_gemma":[0.00035333078,0.00010093461,0.01499343,0.0001831145,0.000021742455,0.00001276132,0.00020404252,0.002439448,0.00018807879,0.024592863,0.9567191,0.00019117392],"about_ca_topic_score_codex":0.0028173805,"about_ca_topic_score_gemma":0.00036818133,"teacher_disagreement_score":0.81302637,"about_ca_system_score_codex":0.00010136554,"about_ca_system_score_gemma":0.00007987828,"threshold_uncertainty_score":0.42590553},"labels":[],"label_agreement":null},{"id":"W2118750130","doi":"10.1002/2015gl063538","title":"Bubbles attenuate elastic waves at seismic frequencies: First experimental evidence","year":2015,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Carbon Management Canada; Kommission für Technologie und Innovation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Attenuation; Geology; Seismic wave; Bubble; Geophysics; Seismology; Dissolution; Biosphere; Mechanics; Petrology; Physics; Optics; Chemistry","score_opus":0.09724428884038662,"score_gpt":0.31812442294213344,"score_spread":0.22088013410174684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118750130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98291504,0.00074998644,0.00014947735,0.013833063,0.00025047502,0.00021352466,0.000020725278,0.00016046625,0.0017072385],"genre_scores_gemma":[0.99388057,0.000050945066,0.00045667717,0.00435898,0.0002942574,0.000008927785,0.000030099254,0.000008606663,0.0009109415],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99689794,0.0002767434,0.00019810369,0.0004943556,0.0012936342,0.00083925447],"domain_scores_gemma":[0.99812627,0.00089228305,0.000043042524,0.00036628306,0.00011705693,0.0004550488],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078976067,0.00018699563,0.00020140412,0.00017108131,0.000438617,0.00014583446,0.00059233344,0.00005517503,0.0005777966],"category_scores_gemma":[0.00043673726,0.00015166469,0.00008828512,0.00035087974,0.000792882,0.0005376786,0.00012805403,0.00041735376,0.0055442983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003092923,0.00008928224,0.019181468,0.00005989976,0.00003741621,0.00021244407,0.0026856083,0.0011547,0.032145027,0.000050843097,0.93662083,0.0074531944],"study_design_scores_gemma":[0.0024131762,0.003780283,0.05679513,0.0012534688,0.000050504685,0.00015671866,0.00782583,0.34835008,0.23050852,0.0066420306,0.33967215,0.0025520965],"about_ca_topic_score_codex":0.019059474,"about_ca_topic_score_gemma":0.00006146927,"teacher_disagreement_score":0.5969487,"about_ca_system_score_codex":0.00010756528,"about_ca_system_score_gemma":0.00010026381,"threshold_uncertainty_score":0.99523},"labels":[],"label_agreement":null},{"id":"W2119027800","doi":"10.1190/1.1512781","title":"Converted-wave seismic exploration: Methods","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":192,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Geophone; Geology; Seismology; Seismogram; Vertical seismic profile; Slowness; Hydrophone; Reflection (computer programming); Seismic wave; Ray tracing (physics); Inversion (geology); Seismic interferometry; Anisotropy; S-wave; Synthetic seismogram; P wave; Acoustics; Optics; Tectonics; Interferometry; Computer science; Physics","score_opus":0.06207976682329247,"score_gpt":0.2547953783176796,"score_spread":0.19271561149438715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119027800","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15677366,0.0028907568,0.42751095,0.0147176515,0.004635237,0.0008220153,0.00013509217,0.0020680705,0.39044657],"genre_scores_gemma":[0.96046025,0.00019916892,0.027763955,0.007712429,0.0002483999,0.0000017668665,0.00005326076,0.000005674069,0.0035551216],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999284,0.000080918566,0.00012104966,0.0001812588,0.00013685315,0.00019589247],"domain_scores_gemma":[0.99957377,0.00007239697,0.00004763615,0.00020453187,0.000035621782,0.00006602812],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013514895,0.00010268531,0.00011547153,0.000042437376,0.0001269697,0.000044098855,0.00011292795,0.000042298063,0.0030361628],"category_scores_gemma":[0.000015437572,0.000091164875,0.00005346434,0.00020099549,0.00006651521,0.00027913833,0.000008383002,0.000118140844,0.0019105371],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026592136,0.000012481217,0.00061617483,0.0000064915666,0.000009294708,0.0000070311225,0.0004078744,0.00011860244,0.00006698025,0.00012966437,0.070357405,0.92826533],"study_design_scores_gemma":[0.00014356877,0.000072185874,0.0011106103,0.000009240502,0.000012370876,0.000011771397,0.0001836669,0.72611624,0.0036848248,0.017749904,0.25069517,0.00021041257],"about_ca_topic_score_codex":0.00075305504,"about_ca_topic_score_gemma":0.0000020517837,"teacher_disagreement_score":0.9280549,"about_ca_system_score_codex":0.00000309061,"about_ca_system_score_gemma":0.00000790048,"threshold_uncertainty_score":0.9988666},"labels":[],"label_agreement":null},{"id":"W2119400545","doi":"10.5194/se-5-1151-2014","title":"Wave-equation-based travel-time seismic tomography – Part 1: Method","year":2014,"lang":"en","type":"article","venue":"Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Japan Society for the Promotion of Science; University of California, Santa Barbara; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Seismogram; Residual; Tomography; Inversion (geology); Algorithm; Seismic tomography; Inverse problem; Parameterized complexity; Grid; Seismic wave; Sensitivity (control systems); Wave equation; Mathematical analysis; Geology; Mathematics; Mathematical optimization; Seismology; Geometry; Physics; Tectonics; Optics","score_opus":0.017421146980007327,"score_gpt":0.22795205183442505,"score_spread":0.21053090485441772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119400545","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11098585,0.0002818699,0.6938442,0.0057558096,0.0015637722,0.00074209424,0.00022947644,0.0015623214,0.1850346],"genre_scores_gemma":[0.95134664,0.000011391233,0.036849566,0.009614595,0.00024083727,0.0000022945596,0.00024380432,0.000009479687,0.0016814182],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99858797,0.00023324863,0.00022468522,0.00031461552,0.0002822018,0.00035728718],"domain_scores_gemma":[0.9991726,0.00024213939,0.00008593408,0.00029941546,0.000049026432,0.0001508827],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007871238,0.00016907319,0.00023013708,0.00018822865,0.00019382192,0.000069529946,0.00017616239,0.00008112861,0.004436737],"category_scores_gemma":[0.00006346312,0.00014544252,0.0001312072,0.00029464086,0.00008694516,0.0001484123,0.0000056179715,0.00015623208,0.0013674062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008865442,0.0000780456,0.027778188,0.00006338446,0.00007103621,0.000015340098,0.00048265664,0.019628314,0.000807874,0.00027407863,0.08837514,0.8623373],"study_design_scores_gemma":[0.00023523298,0.00014097027,0.008627821,0.000023765171,0.000015285077,0.0000061580777,0.000026800935,0.8853791,0.01170399,0.0019211073,0.09169707,0.00022272667],"about_ca_topic_score_codex":0.0012304422,"about_ca_topic_score_gemma":0.000011774544,"teacher_disagreement_score":0.86575073,"about_ca_system_score_codex":0.0000018210675,"about_ca_system_score_gemma":0.000050211398,"threshold_uncertainty_score":0.99941015},"labels":[],"label_agreement":null},{"id":"W2119570613","doi":"","title":"A Tour of High Resolution Transforms","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Data processing; High resolution; Noise reduction; S transform; Computer vision; Regularization (linguistics); Artificial intelligence; Algorithm; Geology; Wavelet transform; Remote sensing","score_opus":0.010466790733857539,"score_gpt":0.20199811788257227,"score_spread":0.19153132714871474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119570613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7277218,0.0001975581,0.014577435,0.0045283395,0.00014226216,0.000119715725,0.000017666232,0.00026799517,0.25242725],"genre_scores_gemma":[0.9935188,0.000024373134,0.004295697,0.0015174801,0.000014887486,3.564587e-8,0.0000129402,3.3547636e-7,0.0006154258],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996831,0.000007777007,0.00008133025,0.000061887695,0.000083734674,0.00008218114],"domain_scores_gemma":[0.9998759,0.000009342427,0.00001611993,0.00006177642,0.0000123717355,0.000024484647],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000880168,0.00003377261,0.000056203997,0.000041242387,0.00002561599,0.0000049655887,0.00006284184,0.000021641172,0.0017169999],"category_scores_gemma":[0.0000047315148,0.000023186127,0.00002370046,0.00007638718,0.000019673644,0.0000970704,4.5735035e-7,0.000031841995,0.000035530546],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036059868,0.000015921072,0.0048138048,0.0000045816064,0.000002967698,0.0000017772361,0.000115916046,0.00012715814,0.00027724134,0.0017388492,0.056300998,0.93656474],"study_design_scores_gemma":[0.00081042026,0.0016031327,0.59507823,0.000058168018,0.000020559624,0.000031843254,0.000377185,0.0775241,0.1398726,0.09727954,0.0869207,0.00042355494],"about_ca_topic_score_codex":0.0051253326,"about_ca_topic_score_gemma":0.00002875302,"teacher_disagreement_score":0.9361412,"about_ca_system_score_codex":8.363381e-7,"about_ca_system_score_gemma":0.000008301806,"threshold_uncertainty_score":0.9991956},"labels":[],"label_agreement":null},{"id":"W2119818928","doi":"10.1190/1.1543212","title":"Least-squares wave-equation migration for AVP/AVA inversion","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":226,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Classification of discontinuities; Inversion (geology); Amplitude; Smoothing; Seismic migration; Acoustic wave equation; Synthetic data; Algorithm; Wave equation; Least-squares function approximation; Mathematical analysis; Mathematics; Geology; Optics; Wave propagation; Physics; Geophysics; Statistics","score_opus":0.028642506639646046,"score_gpt":0.2106826373341905,"score_spread":0.18204013069454444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119818928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91129625,0.00020335412,0.06995729,0.0012778672,0.001080657,0.0006117918,0.0000871265,0.00034595243,0.01513969],"genre_scores_gemma":[0.9919941,0.000033755765,0.0056399377,0.0012141719,0.00010033611,0.0000026297266,0.00028270856,0.0000038609214,0.0007284895],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993392,0.000043600267,0.00011516267,0.00017330179,0.00015215168,0.00017654515],"domain_scores_gemma":[0.99962485,0.00007469969,0.00006208009,0.0001298976,0.000061007846,0.000047448386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001664128,0.000092667935,0.000087248736,0.000050637154,0.00017988362,0.000040270148,0.000064627406,0.000048400107,0.00023015827],"category_scores_gemma":[0.000056821726,0.000083353596,0.000059635207,0.00012899144,0.00003417534,0.00027563685,0.0000026566643,0.00006141604,0.00023265304],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011559473,0.00009235586,0.043865133,0.000118486154,0.00003584501,0.000003735562,0.0014445527,0.0011548582,0.0021810865,0.009638978,0.20064288,0.7407065],"study_design_scores_gemma":[0.00084638875,0.000533133,0.015986037,0.000052702148,0.000051547908,0.0000063422153,0.0008419071,0.42500946,0.047157656,0.09880097,0.41011333,0.0006005278],"about_ca_topic_score_codex":0.0012534134,"about_ca_topic_score_gemma":0.00003239299,"teacher_disagreement_score":0.740106,"about_ca_system_score_codex":0.0000061032956,"about_ca_system_score_gemma":0.00003480708,"threshold_uncertainty_score":0.33990613},"labels":[],"label_agreement":null},{"id":"W2119860330","doi":"","title":"One-Dimensional Prestack Seismic Inversion with Very Fast Simulated Annealing using Edge-Preserving- Smoothing Filter*","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Edge-preserving smoothing; Smoothing; Algorithm; Simulated annealing; Inversion (geology); Filter (signal processing); Prestack; Enhanced Data Rates for GSM Evolution; Mathematics; Computer science; Mathematical optimization; Geology; Bilateral filter; Artificial intelligence; Computer vision; Pixel; Seismology","score_opus":0.02747218879301579,"score_gpt":0.23558692037427334,"score_spread":0.20811473158125754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119860330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754891,0.00012862738,0.014983867,0.00027522814,0.00023731616,0.0001798176,0.000013462019,0.0004008112,0.008291803],"genre_scores_gemma":[0.9781942,0.000008112867,0.017216641,0.003893115,0.000106628664,8.903832e-8,0.00009911111,0.000011749844,0.0004703661],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982113,0.00006267345,0.00029646553,0.00041173398,0.00047946756,0.0005383095],"domain_scores_gemma":[0.9990403,0.00022857958,0.000117948315,0.0002962023,0.000108579196,0.00020835533],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061218574,0.00021625204,0.00021011927,0.00025899376,0.0003842951,0.000102169506,0.00029704478,0.00012188686,0.0012588181],"category_scores_gemma":[0.0000399045,0.00018144691,0.000059757014,0.00037125166,0.000116351686,0.00067973114,0.00005603633,0.00029072273,0.00008471004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007292933,0.000091519585,0.2507746,0.00011571184,0.000106945416,0.00016827146,0.0008484593,0.6775541,0.0024616474,0.00001754417,0.013072317,0.054059617],"study_design_scores_gemma":[0.00039603037,0.00014134154,0.0051537477,0.00018558718,0.000024120875,0.000024020288,0.0002904869,0.9758333,0.013266303,0.00021037072,0.004157365,0.00031730448],"about_ca_topic_score_codex":0.016626269,"about_ca_topic_score_gemma":0.00013803587,"teacher_disagreement_score":0.29827923,"about_ca_system_score_codex":0.000025140036,"about_ca_system_score_gemma":0.000076797165,"threshold_uncertainty_score":0.9996542},"labels":[],"label_agreement":null},{"id":"W2119862301","doi":"10.1190/ist092012-001.149","title":"Enhancing gas field discovery by multicomponent imaging and joint inversion","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Inversion (geology); Joint (building); Computer science; Natural gas field; Data science; Artificial intelligence; Geology; Engineering; Seismology","score_opus":0.010240889015801528,"score_gpt":0.20182428199993097,"score_spread":0.19158339298412944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119862301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764733,0.001459133,0.00909718,0.003060118,0.00037762444,0.00008542534,0.000007457911,0.00014954578,0.0092902435],"genre_scores_gemma":[0.98996866,0.0001247482,0.0025183961,0.006828945,0.00005661427,2.8275667e-7,0.000022511113,0.0000021064252,0.00047773385],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935156,0.00002903743,0.0001208464,0.00013159106,0.00011686026,0.00025007466],"domain_scores_gemma":[0.9996722,0.00007959937,0.00003312798,0.00009300961,0.000007821986,0.0001142558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022123201,0.00008786919,0.00009179163,0.000054980672,0.0001165176,0.00007353773,0.000051546314,0.00002460792,0.0006120403],"category_scores_gemma":[0.00002769466,0.00006659247,0.000027459584,0.000042262807,0.000036988342,0.00073922327,0.00002132125,0.00008942986,0.00007665321],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015142169,0.00002489317,0.65736914,0.00002517086,0.000007156837,0.000002230147,0.0003687228,0.00000193136,0.016064728,0.000041375548,0.18992361,0.13615592],"study_design_scores_gemma":[0.00046391136,0.0000956101,0.031908315,0.00010882983,0.000025020276,0.000047998645,0.0029356717,0.060338546,0.7771193,0.00038571894,0.12599435,0.0005767782],"about_ca_topic_score_codex":0.011579504,"about_ca_topic_score_gemma":0.000011715914,"teacher_disagreement_score":0.7610545,"about_ca_system_score_codex":0.0000039473016,"about_ca_system_score_gemma":0.0000052812024,"threshold_uncertainty_score":0.99500245},"labels":[],"label_agreement":null},{"id":"W2120051342","doi":"10.1007/s11770-007-0033-8","title":"The effect of intra-trappean heterogeneities on seismic data: A case study from the Deccan Traps","year":2007,"lang":"en","type":"article","venue":"Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"Cambridge Trust; Cambridge Commonwealth Trust","keywords":"Basalt; Seismogram; Geology; Flood basalt; Seismology; Deccan Traps; Offset (computer science); Synthetic seismogram; Geophysical imaging; Waveform; Seismic exploration; Geophysics; Mineralogy; Volcanism; Tectonics; Computer science","score_opus":0.015813470199701873,"score_gpt":0.24086255487260158,"score_spread":0.22504908467289972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120051342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972749,0.00011875225,0.00030759422,0.000102078375,0.00017648774,0.00045184884,0.0001251629,0.00006651102,0.0013767184],"genre_scores_gemma":[0.9988595,0.000018120287,0.000045406032,0.0007817712,0.00017294606,0.0000026365324,0.00009894879,0.0000060106913,0.000014647743],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886,0.000108854336,0.00021816728,0.0002764868,0.00027227573,0.00026421982],"domain_scores_gemma":[0.99746305,0.0015463945,0.00010326176,0.0008244544,0.000012674781,0.00005017093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009902893,0.00016728678,0.00017598423,0.000023409359,0.0004103592,0.00006034663,0.00064887997,0.000034332614,0.000014310614],"category_scores_gemma":[0.0000132979185,0.00008708082,0.000048032147,0.00017300212,0.00021631779,0.00007028996,0.000039640716,0.00021735096,0.00004246247],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024336165,0.00004733043,0.021147197,0.000007252447,0.000114409755,0.000111827394,0.0015492295,0.00012262494,0.000089284,0.00005645328,0.005301268,0.97120976],"study_design_scores_gemma":[0.011162618,0.01616875,0.2562859,0.00025233356,0.0017736931,0.00066940684,0.14576371,0.08042194,0.27364123,0.023926925,0.18589568,0.0040378105],"about_ca_topic_score_codex":0.020375391,"about_ca_topic_score_gemma":0.000996084,"teacher_disagreement_score":0.96717197,"about_ca_system_score_codex":0.0000035925084,"about_ca_system_score_gemma":0.000017396433,"threshold_uncertainty_score":0.986148},"labels":[],"label_agreement":null},{"id":"W2120368471","doi":"10.1190/segam2012-0821.1","title":"Surface-consistent matching filters for time-lapse processing","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deconvolution; Filter (signal processing); Algorithm; Matching (statistics); Computer science; Least-squares function approximation; Offset (computer science); Mathematics; Computer vision; Statistics","score_opus":0.022548581778985978,"score_gpt":0.23597371482592241,"score_spread":0.21342513304693644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120368471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.868605,0.0013948252,0.024967,0.0025823223,0.0007045795,0.0005527998,0.000059024376,0.0008755384,0.10025889],"genre_scores_gemma":[0.94750154,0.0000061146266,0.045311514,0.0027725543,0.000079618716,7.8387404e-7,0.000047693735,0.000003636428,0.004276567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935853,0.000018416833,0.000113082846,0.00011346712,0.00010201792,0.00029449517],"domain_scores_gemma":[0.9996843,0.000073455536,0.000038789905,0.00008499829,0.000021996511,0.00009648198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033707838,0.00008298621,0.00009146632,0.000032734573,0.00015730332,0.0000516331,0.00009549594,0.00003175888,0.0015898515],"category_scores_gemma":[0.000014502625,0.00006276291,0.000047610803,0.000058880283,0.000033172215,0.00037786394,0.000005878614,0.000050496255,0.0003242583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006639732,0.000058370148,0.12869161,0.0001387368,0.000028605971,0.0000015098901,0.001639747,0.00052442314,0.0015364571,0.00012208504,0.3172942,0.54989785],"study_design_scores_gemma":[0.0009915783,0.00026979888,0.020786675,0.00018555536,0.000087896704,0.00009219179,0.002616233,0.41169566,0.04407782,0.004104717,0.51381135,0.0012805458],"about_ca_topic_score_codex":0.00075884647,"about_ca_topic_score_gemma":0.00000332831,"teacher_disagreement_score":0.5486173,"about_ca_system_score_codex":0.0000035161713,"about_ca_system_score_gemma":0.000017859817,"threshold_uncertainty_score":0.99932283},"labels":[],"label_agreement":null},{"id":"W2121488169","doi":"10.1190/1.1444980","title":"Velocity analysis for tilted transversely isotropic media: A physical modeling example","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Transverse isotropy; Geology; Anisotropy; Geometry; Normal moveout; Isotropy; Inversion (geology); Perpendicular; Axis of symmetry; Oblique case; Geophysics; Optics; Seismology; Physics; Mathematics","score_opus":0.041030263823237025,"score_gpt":0.23299940580928,"score_spread":0.19196914198604298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121488169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83364755,0.00003399389,0.16483358,0.00020774607,0.00010205704,0.0001172825,0.00007690656,0.00016659206,0.0008143219],"genre_scores_gemma":[0.9954603,0.00003403074,0.0033441747,0.0005320474,0.00023050528,0.0000029890987,0.0003049226,0.000004455487,0.00008659281],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990662,0.00002754717,0.00013277095,0.00027521027,0.00020068501,0.0002975945],"domain_scores_gemma":[0.99949193,0.00011771913,0.000040745497,0.0001989876,0.000065010165,0.000085582724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009704701,0.00013148286,0.00024349419,0.000101074715,0.0001691693,0.00003525183,0.00018152366,0.0000455216,0.0001611204],"category_scores_gemma":[0.000014891938,0.00011739429,0.0002271111,0.00061466184,0.000047160473,0.0001843375,0.0000055736655,0.00010822333,0.00007241203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004599602,0.00040211785,0.0851434,0.000095250165,0.0013510578,0.000035290148,0.008817398,0.18435715,0.00047809476,0.001626644,0.0087811025,0.7084525],"study_design_scores_gemma":[0.00022755683,0.00005237186,0.0059040273,0.0000035740075,0.00020299305,9.270922e-7,0.00014892474,0.97923774,0.00017973543,0.009765121,0.0041155373,0.00016151484],"about_ca_topic_score_codex":0.008651861,"about_ca_topic_score_gemma":0.00014480868,"teacher_disagreement_score":0.79488057,"about_ca_system_score_codex":0.000005824312,"about_ca_system_score_gemma":0.000028188742,"threshold_uncertainty_score":0.9979496},"labels":[],"label_agreement":null},{"id":"W2121498301","doi":"10.1190/1.2978982","title":"Imaging oil-sand reservoir heterogeneities using wide-angle prestack seismic inversion","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prestack; Inversion (geology); Geology; Seismic inversion; Seismology; Petroleum engineering; Reservoir simulation; Petroleum reservoir; Geometry","score_opus":0.045323884437405725,"score_gpt":0.24582701474239985,"score_spread":0.20050313030499411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121498301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829621,0.0012214694,0.0005867344,0.0014968035,0.00046941362,0.00006936751,0.0000136326535,0.0002571679,0.012923325],"genre_scores_gemma":[0.99105614,0.00023084458,0.0008015172,0.0038379678,0.00016493113,6.899007e-7,0.000022207178,0.000010282464,0.0038754358],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987684,0.00013907182,0.00018875992,0.00025803936,0.0002519847,0.00039377785],"domain_scores_gemma":[0.99925554,0.00019248507,0.00008693132,0.0003412976,0.000039018203,0.00008471343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035709064,0.00016890923,0.00017014984,0.00012189687,0.00078245066,0.000072214774,0.00041225727,0.000046948182,0.00019983758],"category_scores_gemma":[0.00005976336,0.00012216791,0.000083212544,0.0002087694,0.00033679043,0.00042638878,0.000046816185,0.00022674206,0.0003618307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093745526,0.00002655971,0.48553702,0.00007883887,0.00004402313,0.00015890671,0.00458346,0.009281796,0.0016437225,0.000013503949,0.45867103,0.039867394],"study_design_scores_gemma":[0.0004979003,0.00007696976,0.006827923,0.00022768047,0.00004945204,0.00050516834,0.00082153926,0.70283383,0.039216045,0.0010437303,0.24728191,0.0006178568],"about_ca_topic_score_codex":0.003680809,"about_ca_topic_score_gemma":0.000015795826,"teacher_disagreement_score":0.693552,"about_ca_system_score_codex":0.000019886815,"about_ca_system_score_gemma":0.000052617434,"threshold_uncertainty_score":0.6018057},"labels":[],"label_agreement":null},{"id":"W2122077475","doi":"10.1190/geo2011-0195.1","title":"Scattering effect on shallow gas-obscured zone imaging in Bohai PL19-3 area","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"China National Offshore Oil Corporation; ConocoPhillips","keywords":"Geology; Seismology; Submarine pipeline; Geophysical imaging; Tomography; Scattering; Fault (geology); Geotechnical engineering; Optics","score_opus":0.009805416472607981,"score_gpt":0.20592652797150954,"score_spread":0.19612111149890155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122077475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99168116,0.00023980843,0.00021789031,0.00039765317,0.00046751837,0.00012854574,0.000012975902,0.00016157405,0.0066929],"genre_scores_gemma":[0.997808,0.000017377433,0.00033947383,0.0014451374,0.00020257117,0.0000024968665,0.000055352513,0.0000066511407,0.00012298618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888605,0.00006424123,0.00013517612,0.00020077848,0.00019716409,0.00051661377],"domain_scores_gemma":[0.9994994,0.00011037831,0.000047965015,0.00022259739,0.000011196038,0.000108453285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033392824,0.00016097499,0.00016826364,0.000098385084,0.00009484573,0.000042557458,0.00017438237,0.000034357887,0.00023330472],"category_scores_gemma":[0.000020612842,0.00013841299,0.00006298705,0.00019523311,0.00005276963,0.00036207945,0.000017763163,0.00019667463,0.00058048667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028645363,0.000034401215,0.704088,0.000021238075,0.000005203838,0.000010686747,0.0003206612,0.000116611525,0.00067358476,0.00002637526,0.0033522947,0.29132232],"study_design_scores_gemma":[0.0007912599,0.0002837696,0.9285975,0.0002664741,0.000025276018,0.000023242996,0.00019219224,0.03763923,0.013380076,0.0013130754,0.016776448,0.0007114598],"about_ca_topic_score_codex":0.002525899,"about_ca_topic_score_gemma":0.000020451642,"teacher_disagreement_score":0.29061085,"about_ca_system_score_codex":0.000012197989,"about_ca_system_score_gemma":0.000012077677,"threshold_uncertainty_score":0.74611753},"labels":[],"label_agreement":null},{"id":"W2122099346","doi":"10.1109/icassp.2012.6288428","title":"Fast seismic imaging for marine data","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Geology; Seismology","score_opus":0.03465755435647888,"score_gpt":0.2539425223948403,"score_spread":0.2192849680383614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122099346","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06494543,0.0017801068,0.34248173,0.017455643,0.0035256273,0.0010030122,0.00093565026,0.0018577661,0.566015],"genre_scores_gemma":[0.95734525,0.000023145196,0.031174034,0.0073225913,0.0002579378,6.982786e-7,0.00089371676,0.0000033575739,0.0029792713],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993869,0.000012560772,0.0000918147,0.00014815583,0.00008208802,0.00027848073],"domain_scores_gemma":[0.99948555,0.00006337916,0.000024696734,0.00032696387,0.000014709402,0.00008468644],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034613357,0.00006976803,0.000069309506,0.00004515334,0.00009098979,0.000032387816,0.00031936466,0.000015584628,0.002741427],"category_scores_gemma":[0.000028100814,0.000053595002,0.000020487423,0.000057991165,0.00003327303,0.0006110451,0.0000497386,0.0000470974,0.00026191768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043303785,0.0000050905046,0.24913256,0.0000049080563,0.000002702848,2.1104614e-7,0.000019627092,0.0000055606447,0.00000531097,0.000038866063,0.22469291,0.52608794],"study_design_scores_gemma":[0.000101393365,0.000009525677,0.014645934,0.0000029848345,0.0000074108407,0.0000140036,0.00011520138,0.41530243,0.00048091015,0.0004752775,0.5687421,0.00010283354],"about_ca_topic_score_codex":0.0035302485,"about_ca_topic_score_gemma":0.000015335168,"teacher_disagreement_score":0.89239985,"about_ca_system_score_codex":0.0000016366603,"about_ca_system_score_gemma":0.000011586452,"threshold_uncertainty_score":0.9981702},"labels":[],"label_agreement":null},{"id":"W2122991314","doi":"","title":"Near-Surface Volcanic Rocks in the SE Nechako Basin, BC: Results of Interpretation of Seismic Reflection Data using First-Arrival Tomographic Inversion","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology; Volcanic rock; Lithology; Volcano; Inversion (geology); Facies; Structural basin; Group (periodic table); Quaternary; Paleontology; Breccia; Seismology; Petrology","score_opus":0.03914069058742426,"score_gpt":0.27501562212120767,"score_spread":0.23587493153378342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122991314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912689,0.00009922241,0.004405251,0.0013479153,0.00012568184,0.00018985826,0.00005140148,0.000051596988,0.0024601936],"genre_scores_gemma":[0.99662465,0.00007457838,0.0021141742,0.0009930152,0.000014557562,7.8875466e-8,0.00014112644,0.0000021731066,0.00003565534],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987015,0.00018794334,0.00038222354,0.00027218217,0.00028910505,0.00016704979],"domain_scores_gemma":[0.9990793,0.00015077442,0.00019881224,0.00048696942,0.000051975425,0.000032203778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010247247,0.000116851574,0.00017967675,0.00011175255,0.000109269524,0.000030721836,0.00049160444,0.00006654433,0.00007242264],"category_scores_gemma":[0.000105153915,0.00008267586,0.000048180755,0.0006666173,0.00008376427,0.00050520117,0.000024180217,0.00017175265,0.000004723528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00311469,0.00025002193,0.34378567,0.00019528186,0.00006011457,0.000018930332,0.010933325,0.20866129,0.003249021,0.000020723826,0.07116271,0.35854822],"study_design_scores_gemma":[0.0003606335,0.0003504754,0.011869724,0.00010472134,0.000019141722,0.000009145826,0.00052845746,0.9800578,0.0044085467,0.00035002248,0.0018430676,0.00009829942],"about_ca_topic_score_codex":0.054728013,"about_ca_topic_score_gemma":0.0011501899,"teacher_disagreement_score":0.77139646,"about_ca_system_score_codex":0.000008645647,"about_ca_system_score_gemma":0.000046142773,"threshold_uncertainty_score":0.95156664},"labels":[],"label_agreement":null},{"id":"W2122996575","doi":"10.1190/geo2012-0451.1","title":"Spatial sampling, migration aliasing, and migrated amplitudes","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Virtual Materials Group (Canada)","funders":"","keywords":"Aliasing; Grid; Seismic migration; Context (archaeology); Sampling (signal processing); Extrapolation; Amplitude; Computer science; Geology; Seismology; Geodesy; Mathematics; Physics; Optics; Computer vision; Mathematical analysis; Filter (signal processing)","score_opus":0.014821489956518392,"score_gpt":0.21163058328378123,"score_spread":0.19680909332726285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122996575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99108595,0.000115143856,0.006130759,0.00068035355,0.00014629979,0.00012908634,0.0000140148995,0.00015352239,0.0015448589],"genre_scores_gemma":[0.9955273,0.000049275517,0.002826242,0.0011463934,0.00009632612,0.0000014317035,0.00010809259,0.000002634399,0.00024230091],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99944913,0.000022342008,0.00009973751,0.00015962534,0.0001089909,0.00016019025],"domain_scores_gemma":[0.99970585,0.000036421836,0.000043859636,0.000107048916,0.000045890898,0.000060915216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005611359,0.000089977686,0.00008626996,0.000033686567,0.00011612599,0.00011741193,0.000071306284,0.00003656017,0.00050326256],"category_scores_gemma":[0.000013344484,0.00007556238,0.000023036982,0.000083383056,0.00006612956,0.00024500914,0.000007194244,0.00007091029,0.0003457863],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006911376,0.00001687706,0.24546574,0.000016821423,0.000013427992,0.0000010003807,0.00043719113,0.00002252782,0.00090257364,0.0001188722,0.025960207,0.72703785],"study_design_scores_gemma":[0.00019039543,0.00013549026,0.87563306,0.000029455543,0.000016380856,0.000007199577,0.00021145455,0.04073543,0.003696868,0.02365044,0.05537629,0.000317527],"about_ca_topic_score_codex":0.09310926,"about_ca_topic_score_gemma":0.00032589067,"teacher_disagreement_score":0.72672033,"about_ca_system_score_codex":0.0000019404652,"about_ca_system_score_gemma":0.000013278382,"threshold_uncertainty_score":0.91292983},"labels":[],"label_agreement":null},{"id":"W2123243210","doi":"10.1190/1.1444873","title":"Development of 3-D seismic exploration technology for deep nickel-copper deposits—A case history from the Sudbury basin, Canada","year":2000,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"PricewaterhouseCoopers (Canada); Geological Survey of Canada; Vale (Canada)","funders":"","keywords":"Geology; Petrophysics; Seismology; Structural basin; Mineral exploration; Geochemistry; Igneous rock; Seismic exploration; Mining engineering; Geomorphology; Geotechnical engineering","score_opus":0.014366917364896084,"score_gpt":0.1861524522863652,"score_spread":0.1717855349214691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123243210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944135,0.0006999159,0.00269518,0.00091744744,0.00026665835,0.00019151469,0.000058856112,0.00006440461,0.00069250073],"genre_scores_gemma":[0.98754734,0.00003086211,0.009087309,0.0027019905,0.00006190469,0.000007082112,0.00018388707,0.0000049331875,0.00037468472],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993192,0.000021841357,0.0001868248,0.00016624035,0.00013144179,0.00017445398],"domain_scores_gemma":[0.9995617,0.000086898115,0.00006828107,0.00020182706,0.000048324364,0.000032927484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078981015,0.00010020611,0.000121377525,0.000026722058,0.00015539695,0.0000074035497,0.00017393063,0.00004312685,0.00025082982],"category_scores_gemma":[0.0000091628945,0.00007777756,0.000030341449,0.00010302187,0.00007030362,0.00012695219,0.0000070136302,0.0000888694,0.000026893107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025191976,0.000012646619,0.0020368337,0.000009772323,0.000022655864,0.000023647297,0.0009323382,0.00033462574,0.00009348684,0.000017608158,0.05697677,0.9395144],"study_design_scores_gemma":[0.00030885416,0.000053581138,0.0028798357,0.00003226702,0.000040839994,0.00005013542,0.0017570613,0.029629879,0.016792452,0.0020103725,0.9461344,0.00031032946],"about_ca_topic_score_codex":0.580461,"about_ca_topic_score_gemma":0.23632862,"teacher_disagreement_score":0.9392041,"about_ca_system_score_codex":0.000043759195,"about_ca_system_score_gemma":0.00040742586,"threshold_uncertainty_score":0.7776064},"labels":[],"label_agreement":null},{"id":"W2123460867","doi":"10.1190/tle31121496.1","title":"Noise suppression in surface microseismic data","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Microseism; Noise (video); Waveform; Time domain; Offset (computer science); Acoustics; Noise suppression; Computer science; Seismology; Geology; Physics; Telecommunications; Artificial intelligence; Bandwidth (computing)","score_opus":0.049355863308892786,"score_gpt":0.27396787568915243,"score_spread":0.22461201238025963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123460867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826539,0.0018109775,0.0001855727,0.0021401083,0.00084235636,0.00011223442,0.00004604121,0.000121327,0.012087437],"genre_scores_gemma":[0.99571294,0.00007334362,0.00068717654,0.0016797313,0.00012884947,1.527809e-7,0.00009687128,0.000003383402,0.0016175671],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924296,0.000091548674,0.00010846389,0.00014472821,0.00010323636,0.00030904057],"domain_scores_gemma":[0.9992816,0.00014002778,0.00003460441,0.0004843573,0.0000060679217,0.000053334534],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083219487,0.000079656944,0.000090436195,0.000037610087,0.00010910775,0.00003292364,0.00060857605,0.000038383012,0.0003041092],"category_scores_gemma":[0.000041285533,0.0000505713,0.000015782,0.00013844989,0.00007194969,0.00041633524,0.000057269714,0.00018274756,0.0011663504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017971544,0.000019759582,0.50433946,0.000011197549,0.0000037794596,0.0000022103675,0.0011014506,0.00013420024,0.0023975726,0.000016766511,0.44339073,0.048564933],"study_design_scores_gemma":[0.0002698748,0.000025054567,0.12707898,0.00009822474,0.00001431738,0.000035471327,0.00034659528,0.06136069,0.020266669,0.00037312356,0.789828,0.0003030305],"about_ca_topic_score_codex":0.0022978385,"about_ca_topic_score_gemma":0.000022367309,"teacher_disagreement_score":0.37726045,"about_ca_system_score_codex":0.0000048975935,"about_ca_system_score_gemma":0.000013300934,"threshold_uncertainty_score":0.9996114},"labels":[],"label_agreement":null},{"id":"W2123718036","doi":"10.1190/1.2399274","title":"Time-lapse seismic reservoir monitoring technology in China","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; China; Seismology; Geography; Archaeology","score_opus":0.011458523652286978,"score_gpt":0.22558848086335184,"score_spread":0.21412995721106487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123718036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664381,0.000539369,0.000064009444,0.005499129,0.00026609687,0.000093195245,0.0000036682388,0.00031012326,0.026786303],"genre_scores_gemma":[0.9929887,0.00002454714,0.0003865725,0.00020703598,0.00018825842,0.0000013850977,0.0000086575765,0.000004625464,0.0061902297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922544,0.00005163439,0.00014418644,0.00017215582,0.000111890535,0.00029467035],"domain_scores_gemma":[0.99961466,0.000067130444,0.0000429341,0.00024343784,0.000010705774,0.000021139596],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038366733,0.0000991318,0.00012124186,0.00021902217,0.00015241961,0.00003337412,0.0003779371,0.000073720556,0.000118566655],"category_scores_gemma":[0.000030859133,0.00007037153,0.000028733064,0.00044143916,0.00014881662,0.0001222174,0.000021556327,0.00028240395,0.0010751504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040117637,0.0000398137,0.72230124,0.000025498965,0.000011322788,0.00006462039,0.0006866282,0.009325904,0.002867247,0.0002585113,0.16223206,0.10214704],"study_design_scores_gemma":[0.0009262188,0.00023982683,0.28948662,0.00042005442,0.000028994025,0.00016169196,0.00067155145,0.28890082,0.08228681,0.08609222,0.24981326,0.000971944],"about_ca_topic_score_codex":0.0040644226,"about_ca_topic_score_gemma":0.000025694408,"teacher_disagreement_score":0.43281463,"about_ca_system_score_codex":0.0000127976145,"about_ca_system_score_gemma":0.000015996538,"threshold_uncertainty_score":0.99970263},"labels":[],"label_agreement":null},{"id":"W2123829981","doi":"10.1190/geo2011-0487.1","title":"3D seismic imaging of volcanogenic massive sulfide deposits in the Flin Flon mining camp, Canada: Part 1 — Seismic results","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Fundacja na rzecz Nauki Polskiej","keywords":"Geology; Horizon; Volcanogenic massive sulfide ore deposit; Seismology; Reflection (computer programming); Geochemistry; Mineralogy; Mining engineering; Geometry; Hydrothermal circulation","score_opus":0.011236116153181269,"score_gpt":0.19771451087747574,"score_spread":0.18647839472429448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123829981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99404365,0.0008035686,0.00021094017,0.0011823967,0.0006064457,0.00017480823,0.00015147057,0.000040615596,0.0027861022],"genre_scores_gemma":[0.9952327,0.000044803437,0.000501966,0.0036573187,0.00023362001,0.0000023377886,0.00015850602,0.000006649818,0.00016211258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833816,0.00015485506,0.00036084396,0.00022708358,0.00037697054,0.00054210384],"domain_scores_gemma":[0.9990707,0.00026770993,0.00019130693,0.0003302658,0.00005096237,0.00008907657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004997467,0.00018025546,0.00021607493,0.000072724535,0.0001414867,0.000027508731,0.00036608233,0.000042320615,0.000029938703],"category_scores_gemma":[0.00006198366,0.00013916905,0.000059198555,0.00035355357,0.00008336165,0.00028283495,0.000023982731,0.00022132594,0.000032092994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017034262,0.00010119968,0.5283585,0.00009486261,0.00006454623,0.00009493754,0.009019394,0.010617107,0.00037840847,0.00003512336,0.18167162,0.26939392],"study_design_scores_gemma":[0.0016177339,0.00016114196,0.48066926,0.00039394858,0.00015299425,0.00011902145,0.009515005,0.3662902,0.017850664,0.0009463426,0.12102596,0.0012577191],"about_ca_topic_score_codex":0.62032485,"about_ca_topic_score_gemma":0.05382859,"teacher_disagreement_score":0.56649625,"about_ca_system_score_codex":0.00002868712,"about_ca_system_score_gemma":0.00028078273,"threshold_uncertainty_score":0.96343654},"labels":[],"label_agreement":null},{"id":"W2124206549","doi":"10.1190/geo2015-0070.1","title":"Block row recursive least-squares migration","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Recursive least squares filter; Least-squares function approximation; Algorithm; Context (archaeology); Rank (graph theory); Computation; Non-linear least squares; Mathematics; Block (permutation group theory); Signal processing; Generalized least squares; Mathematical optimization; Computer science; Applied mathematics; Adaptive filter; Estimation theory; Statistics; Digital signal processing","score_opus":0.02189428614765709,"score_gpt":0.21387971559521096,"score_spread":0.19198542944755387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124206549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9554159,0.00047865493,0.001304406,0.0042967866,0.000975948,0.00019799492,0.000058864607,0.0003950319,0.036876425],"genre_scores_gemma":[0.9954541,0.000026846305,0.0017084682,0.0015128927,0.00022443372,7.125011e-7,0.000105608524,0.0000027501753,0.00096423365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939597,0.000033553857,0.00008370768,0.00014160726,0.0001878982,0.00015724526],"domain_scores_gemma":[0.9996229,0.000024670278,0.000044490043,0.00014012528,0.00007555019,0.00009229986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010259488,0.0000798296,0.00008030148,0.00003389729,0.000067301626,0.000038308895,0.000118826094,0.000034629425,0.000078620724],"category_scores_gemma":[0.000025226283,0.00006906077,0.000034516288,0.00013394211,0.000045799956,0.00020914152,0.000006467109,0.000083344414,0.0008205985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059629918,0.000041685464,0.06098012,0.000014984296,0.000021180587,0.000014642312,0.0020866126,0.0016119537,0.00008146475,0.0005798174,0.70163095,0.23287694],"study_design_scores_gemma":[0.00071197085,0.00078726595,0.030231802,0.00006235019,0.00004720826,0.000032133044,0.0027497222,0.06676433,0.01440677,0.10139189,0.78204703,0.0007675536],"about_ca_topic_score_codex":0.0056295577,"about_ca_topic_score_gemma":0.00008247098,"teacher_disagreement_score":0.23210938,"about_ca_system_score_codex":0.000004491792,"about_ca_system_score_gemma":0.000046505986,"threshold_uncertainty_score":0.9999574},"labels":[],"label_agreement":null},{"id":"W2124321244","doi":"","title":"Behaviour analysis using a multi-level motion pattern learning framework","year":2015,"lang":"en","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Phone; Library science; Engineering; Art history; Media studies; Computer science; History; Sociology; Linguistics","score_opus":0.028596244586829515,"score_gpt":0.2512837157725625,"score_spread":0.22268747118573295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124321244","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024090551,0.002785111,0.98150986,0.00027471865,0.0003221899,0.0005892164,0.00079621706,0.0024975305,0.008816086],"genre_scores_gemma":[0.28766915,0.0007332849,0.4876543,0.004388572,0.000837373,0.00004857281,0.0031238592,0.00055333995,0.21499155],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968969,0.0003302468,0.0004990948,0.0007876316,0.00065828534,0.0008278178],"domain_scores_gemma":[0.99795604,0.00007192781,0.00059091515,0.00082701055,0.00011563389,0.0004384978],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008370654,0.00061869284,0.0007901114,0.0019764681,0.00024289892,0.0002364741,0.0006595747,0.0010070849,0.0030690408],"category_scores_gemma":[0.0002014803,0.0006093402,0.00036545531,0.0013788854,0.00013067758,0.00019825515,0.00008350171,0.0012403171,0.00015042478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018941686,0.000102127146,0.72064954,0.000051151193,0.00044003958,0.00010387525,0.00025579048,0.0054148897,0.000013396018,0.000016009815,0.13541932,0.13751495],"study_design_scores_gemma":[0.0003153551,0.00010983054,0.04817849,0.00032421842,0.00093000825,0.000059658392,0.00025138102,0.8955726,0.00011950997,0.00019000424,0.052804925,0.0011440167],"about_ca_topic_score_codex":0.30569854,"about_ca_topic_score_gemma":0.014107045,"teacher_disagreement_score":0.8901577,"about_ca_system_score_codex":0.00013657457,"about_ca_system_score_gemma":0.00020846172,"threshold_uncertainty_score":0.9996358},"labels":[],"label_agreement":null},{"id":"W2124410535","doi":"10.1007/pl00001052","title":"Seismic Amplitude Inversion for Interface Geometry of Multi-layered Structures","year":2000,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Wavenumber; Amplitude; Inversion (geology); Subspace topology; Wavelength; Geology; Geometry; Optics; Seismology; Physics; Mathematical analysis; Mathematics","score_opus":0.013274236251005074,"score_gpt":0.22576893794801986,"score_spread":0.2124947016970148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124410535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321526,0.00026021473,0.0048906174,0.00013784155,0.00006059169,0.00022986175,0.00010379241,0.00006514335,0.0010366583],"genre_scores_gemma":[0.9944403,0.00008808567,0.004433226,0.00067360396,0.000052897703,0.0000020410312,0.00007420901,0.000004485792,0.00023116248],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993479,0.000009168645,0.00014057836,0.0002140892,0.00010577972,0.00018247473],"domain_scores_gemma":[0.9996728,0.000055906716,0.00005717388,0.00013527775,0.000020685042,0.000058215177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006964711,0.00012471713,0.00017701491,0.000047320267,0.00010082755,0.00002522653,0.00013462422,0.00006316679,0.00020589073],"category_scores_gemma":[0.0000036111442,0.00010461249,0.000046144913,0.00012017091,0.000089503,0.000078256555,0.000010433213,0.0000928896,0.00002585684],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001871099,0.00003790125,0.0044349344,0.0001255639,0.000037911548,3.499733e-7,0.00050260354,0.0030940024,0.0021739393,0.00038020514,0.0055580465,0.98346746],"study_design_scores_gemma":[0.0045634797,0.00082699227,0.057326023,0.00013308045,0.00019394772,0.000017456598,0.0018382191,0.38259983,0.24588485,0.14518388,0.15971781,0.0017144403],"about_ca_topic_score_codex":0.00044980706,"about_ca_topic_score_gemma":0.0000037162113,"teacher_disagreement_score":0.981753,"about_ca_system_score_codex":0.0000020090542,"about_ca_system_score_gemma":0.000012260403,"threshold_uncertainty_score":0.42659733},"labels":[],"label_agreement":null},{"id":"W2124518947","doi":"10.1111/j.1365-246x.2006.02888.x","title":"Explicit Fourier wavefield operators","year":2006,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Extrapolation; Operator (biology); Fourier transform; Matrix (chemical analysis); Instability; Inverse; Applied mathematics; Mathematics; Mathematical analysis; Computer science; Physics; Geometry; Mechanics","score_opus":0.007868433244281957,"score_gpt":0.2114091575957577,"score_spread":0.20354072435147574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124518947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81223375,0.00009623442,0.0061321557,0.008657244,0.002503337,0.000062280444,0.00003353111,0.00012026231,0.17016122],"genre_scores_gemma":[0.9893978,0.000016678454,0.0036414722,0.002677985,0.0017189268,3.5244213e-7,0.00003513849,0.0000028128204,0.002508827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991612,0.000024863462,0.00017621487,0.00011829198,0.00034903153,0.00017043861],"domain_scores_gemma":[0.99966455,0.000047167272,0.00006064261,0.000070315116,0.00008361398,0.000073709794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000116517964,0.00008453767,0.00008320175,0.0000787325,0.00013352283,0.00015873837,0.00026682694,0.00003520244,0.003958581],"category_scores_gemma":[0.000019319084,0.00006528106,0.00009045118,0.00006957067,0.000033464847,0.0003109498,0.000011692126,0.00023879415,0.00049966254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081488215,0.00014303192,0.10390637,0.0000035686262,0.000079697646,0.00020429817,0.000102875805,0.00077030173,0.0006095564,0.014061641,0.6372671,0.24277005],"study_design_scores_gemma":[0.0007405484,0.0002041686,0.18680193,0.000050749655,0.000020420732,0.00055809563,0.0001566028,0.081253186,0.0052531636,0.118659034,0.6058038,0.0004983239],"about_ca_topic_score_codex":0.0017249589,"about_ca_topic_score_gemma":0.000008017007,"teacher_disagreement_score":0.24227172,"about_ca_system_score_codex":0.000007872654,"about_ca_system_score_gemma":0.000024395924,"threshold_uncertainty_score":0.99695194},"labels":[],"label_agreement":null},{"id":"W2125522320","doi":"10.1109/icassp.2012.6288113","title":"A computationally efficient algorithm for high quality separation of simultaneous sources in seismology","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Algorithm; Domain (mathematical analysis); Computer science; Noise (video); Process (computing); Interference (communication); Transformation (genetics); Frequency domain; SIGNAL (programming language); Noisy data; Time domain; Quality (philosophy); Data mining; Artificial intelligence; Mathematics; Telecommunications; Image (mathematics)","score_opus":0.019057891560558957,"score_gpt":0.28744314647912717,"score_spread":0.2683852549185682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125522320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72486967,0.00010958005,0.27380443,0.00019219748,0.0001252894,0.00015617623,0.000046029865,0.000042577394,0.0006540927],"genre_scores_gemma":[0.9376983,0.0000022013546,0.061276723,0.0007403403,0.000033107943,0.0000011154257,0.00011770455,0.0000011431781,0.00012934349],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993717,0.0000638022,0.000205477,0.000093957206,0.00010935433,0.00015567247],"domain_scores_gemma":[0.99925923,0.00053358363,0.00007190795,0.000053383686,0.000047463756,0.000034446824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045755968,0.0000558667,0.00011645383,0.00007672748,0.000035705325,0.0000060174543,0.00006356176,0.00004058919,0.00020047036],"category_scores_gemma":[0.00004096223,0.000045778354,0.000025539397,0.000087120025,0.000049394388,0.000057666835,0.0000040101227,0.0000360143,0.000015965934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007081827,0.00017759099,0.10292685,0.000051674593,0.000017114628,0.0000012816937,0.0015402691,0.14647453,0.00009622141,0.0014760374,0.0018035613,0.74536407],"study_design_scores_gemma":[0.00024201925,0.00008599989,0.02980742,0.0000045125107,0.000003385575,0.000003913751,0.00022448644,0.96404105,0.0025239652,0.0011224889,0.0018586246,0.000082142345],"about_ca_topic_score_codex":0.006100966,"about_ca_topic_score_gemma":0.000027537273,"teacher_disagreement_score":0.8175665,"about_ca_system_score_codex":0.000003902371,"about_ca_system_score_gemma":0.000019248446,"threshold_uncertainty_score":0.92228764},"labels":[],"label_agreement":null},{"id":"W2126256670","doi":"10.1109/icassp.2013.6638466","title":"Nuclear norm minimization and tensor completion in exploration seismology","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Tensor (intrinsic definition); Algorithm; Norm (philosophy); Minification; Inverse problem; Computer science; Convex optimization; Matrix norm; Inversion (geology); Optimization problem; Synthetic data; Mathematical optimization; Mathematics; Regular polygon; Geology; Physics; Seismology; Mathematical analysis; Geometry","score_opus":0.017273952859249556,"score_gpt":0.19410328854321068,"score_spread":0.17682933568396114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126256670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788319,0.000029777453,0.0022057346,0.006470582,0.00008144002,0.0001782816,0.0000019588338,0.00012245221,0.012077915],"genre_scores_gemma":[0.99185026,0.000048772283,0.004182667,0.0036163316,0.0000138082405,9.131062e-7,0.000048394835,0.0000013890631,0.00023749529],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996367,0.000030946445,0.00009202153,0.00010314849,0.00005086813,0.00008628802],"domain_scores_gemma":[0.999859,0.000023661141,0.00002170915,0.00004776768,0.000021068523,0.000026789608],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006348255,0.00004354908,0.00005816089,0.000081114755,0.000043901742,0.00003187658,0.00003448196,0.000034165216,0.0025508697],"category_scores_gemma":[0.00001389774,0.000035655954,0.0000065654904,0.000072943476,0.00003740959,0.0004129487,0.0000039365227,0.00004024671,0.0003079379],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002019618,0.000024000548,0.57324547,0.00001554292,0.0000036844663,0.0000029000053,0.0009472125,0.00045382915,0.00023935743,0.000778331,0.08010241,0.34416708],"study_design_scores_gemma":[0.00019289233,0.00008916881,0.408265,0.0000073874144,0.0000017330754,0.000010697848,0.00070609816,0.5666172,0.00019282427,0.003921392,0.019889362,0.00010623649],"about_ca_topic_score_codex":0.011197131,"about_ca_topic_score_gemma":0.00007287045,"teacher_disagreement_score":0.56616336,"about_ca_system_score_codex":0.0000021094884,"about_ca_system_score_gemma":0.0000034835796,"threshold_uncertainty_score":0.99836093},"labels":[],"label_agreement":null},{"id":"W2126486604","doi":"10.1190/1.3555082","title":"Linearized AVO and poroelasticity","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":262,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Amplitude versus offset; Poromechanics; Weighting; Prestack; Amplitude; Geology; Mathematics; Geotechnical engineering; Seismology; Physics; Optics","score_opus":0.022327332806562048,"score_gpt":0.18096184417185635,"score_spread":0.1586345113652943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126486604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94713074,0.00008580575,0.0018690302,0.00008388152,0.00019560407,0.00006109501,0.000017308468,0.00017015327,0.05038639],"genre_scores_gemma":[0.9947808,0.00002561856,0.003963916,0.0009247974,0.00005060037,1.8842773e-7,0.000011301675,0.0000014750924,0.00024130335],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99963534,0.000014063695,0.000060076065,0.00010716857,0.00006609809,0.00011726701],"domain_scores_gemma":[0.9998026,0.000023380777,0.000023389604,0.0000834873,0.000015841259,0.000051330484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005896891,0.00005691467,0.000068134614,0.00001919902,0.00006671286,0.000013031653,0.00006469618,0.0000231499,0.0005943052],"category_scores_gemma":[0.000011034956,0.000046691617,0.000017797862,0.000057682995,0.000067527995,0.00010252169,0.0000082051,0.000068147485,0.00021522526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009193176,0.000059030564,0.29194525,0.0000338152,0.000031924177,0.000028929308,0.0019515131,0.000010798385,0.00019494946,0.0012676042,0.014221019,0.69016325],"study_design_scores_gemma":[0.0005863237,0.00037179003,0.81638294,0.000029001958,0.000043258256,0.000025801224,0.0002761655,0.06524243,0.009653941,0.075442925,0.031427987,0.0005174081],"about_ca_topic_score_codex":0.004207199,"about_ca_topic_score_gemma":0.000007936989,"teacher_disagreement_score":0.6896458,"about_ca_system_score_codex":5.891111e-7,"about_ca_system_score_gemma":0.000009993314,"threshold_uncertainty_score":0.6507225},"labels":[],"label_agreement":null},{"id":"W2126584354","doi":"10.1190/1.1801932","title":"High-resolution seismic reflection imaging of a thin, diamondiferous kimberlite dyke","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; University of British Columbia","funders":"","keywords":"Kimberlite; Geology; Seismic vibrator; Seismology; Geophone; Reflection (computer programming); Outcrop; Drilling; Mineralogy; Geochemistry","score_opus":0.008482592762663665,"score_gpt":0.20833707453818395,"score_spread":0.1998544817755203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126584354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98688155,0.00024303378,0.007983154,0.000586662,0.00052160403,0.00012268388,0.00003264772,0.00024306633,0.0033855978],"genre_scores_gemma":[0.99589396,0.000043834956,0.002831028,0.0008624229,0.00012516431,9.40085e-7,0.00009731169,0.000004899986,0.00014043463],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991244,0.00003885159,0.00018322661,0.00020372265,0.00021783687,0.00023194616],"domain_scores_gemma":[0.99955297,0.000029595949,0.00011211293,0.00019921672,0.000053492364,0.00005259053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015678916,0.00012320132,0.0001570772,0.000086165215,0.00012971138,0.000027248292,0.00013585268,0.000041391955,0.000062969375],"category_scores_gemma":[0.000015586696,0.00010988743,0.00006980378,0.00026915607,0.00009186849,0.00031109675,0.000011620424,0.00014526842,0.00020168754],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036658105,0.00023414173,0.12878428,0.00025104464,0.000112662296,0.00006146057,0.0034518158,0.11735707,0.00674025,0.0042947624,0.016896212,0.72144973],"study_design_scores_gemma":[0.0034472041,0.0014120255,0.24958889,0.00043697577,0.00021301473,0.0001292581,0.0006465449,0.21954958,0.14969848,0.35416237,0.019136574,0.0015790869],"about_ca_topic_score_codex":0.028359877,"about_ca_topic_score_gemma":0.000035575693,"teacher_disagreement_score":0.7198706,"about_ca_system_score_codex":0.000016376423,"about_ca_system_score_gemma":0.00004261464,"threshold_uncertainty_score":0.9781104},"labels":[],"label_agreement":null},{"id":"W2126642672","doi":"10.1071/aseg2015ab245","title":"Lateral Velocity Variations in the Darai Limestone, Papua New Guinea Foreland","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Foreland basin; Geology; New guinea; Drilling; Seismic velocity; Structural basin; Seismology; Paleontology; Geomorphology; Petrology","score_opus":0.032603048202805754,"score_gpt":0.25047177062590764,"score_spread":0.2178687224231019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126642672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90079683,0.00047664688,0.00041830132,0.013689088,0.0008085797,0.0004482378,0.00007699845,0.00028391782,0.083001405],"genre_scores_gemma":[0.9929605,0.000014658513,0.002623247,0.0034309835,0.00013596554,0.0000011734683,0.00013917571,0.0000030698302,0.0006912058],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990089,0.0000683897,0.0002170593,0.00018516253,0.0002620782,0.0002584359],"domain_scores_gemma":[0.9994127,0.000115868315,0.00007512438,0.00023129935,0.000032158692,0.00013284154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061541935,0.00011484074,0.000110481924,0.00007700822,0.00009302969,0.00009335846,0.0002828561,0.000069042224,0.00020144523],"category_scores_gemma":[0.00013342124,0.0000776149,0.00003717069,0.00019320531,0.000047585174,0.00031192155,0.000009260605,0.00022650263,0.00030186883],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074839954,0.000115695904,0.023522684,0.000008907544,0.000021227383,0.00015952092,0.0030627933,0.0012959678,0.000007564798,0.0006657403,0.42470974,0.5463553],"study_design_scores_gemma":[0.00045741705,0.000093890885,0.92053074,0.000014389978,0.000010170163,0.00005154227,0.00020157707,0.0057932776,0.00020574054,0.020054122,0.052433446,0.00015370394],"about_ca_topic_score_codex":0.021003414,"about_ca_topic_score_gemma":0.00058519497,"teacher_disagreement_score":0.89700806,"about_ca_system_score_codex":0.000007810447,"about_ca_system_score_gemma":0.0001695051,"threshold_uncertainty_score":0.98551583},"labels":[],"label_agreement":null},{"id":"W2127188558","doi":"10.1190/1.1500363","title":"A proposed polarity standard for multicomponent seismic data","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geophone; Hydrophone; Geology; Vertical seismic profile; Geodesy; Acoustics; Microphone; Seismology; Loudspeaker; Physics","score_opus":0.05819667562702528,"score_gpt":0.244762758041538,"score_spread":0.18656608241451272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127188558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8752503,0.0013740807,0.087826274,0.010288138,0.0019365933,0.002305356,0.008472393,0.0014231971,0.011123709],"genre_scores_gemma":[0.98312575,0.000037590613,0.013853417,0.0017967192,0.00015252964,8.714952e-7,0.0006003225,0.0000048051147,0.00042798577],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991495,0.000026228096,0.00012340657,0.00027374635,0.00018190351,0.0002451848],"domain_scores_gemma":[0.9992949,0.000064222484,0.00005013968,0.00048223956,0.000040236497,0.00006826786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016539029,0.00010346694,0.00013178316,0.000030551822,0.0001711612,0.00005341793,0.00040582177,0.000036697453,0.0003111074],"category_scores_gemma":[0.00002960164,0.00008755932,0.000040693445,0.000086881184,0.00006253682,0.0002671054,0.00003156446,0.00010170772,0.00021670797],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007220228,0.00008073074,0.008073327,0.00006639208,0.00003355453,0.0000060901025,0.0003033428,0.00010793951,0.000252322,0.00010883498,0.1438068,0.84708846],"study_design_scores_gemma":[0.00035926912,0.00011679174,0.0020501423,0.000012512063,0.00001703923,0.000003006158,0.000040955445,0.74976647,0.0009852654,0.0031668383,0.24331537,0.00016633557],"about_ca_topic_score_codex":0.0021583957,"about_ca_topic_score_gemma":0.000013458883,"teacher_disagreement_score":0.8469221,"about_ca_system_score_codex":0.000005007797,"about_ca_system_score_gemma":0.000017155631,"threshold_uncertainty_score":0.35705653},"labels":[],"label_agreement":null},{"id":"W2127818748","doi":"10.1190/geo2012-0406.1","title":"Two-point paraxial traveltime formula for inhomogeneous isotropic and anisotropic media: Tests of accuracy","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Paraxial approximation; Isotropy; Anisotropy; Quadratic equation; Ray tracing (physics); Mathematical analysis; Point (geometry); Physics; Cartesian coordinate system; Mathematics; Geometry; Optics","score_opus":0.011295990237733729,"score_gpt":0.22018761345168827,"score_spread":0.20889162321395455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127818748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970709,0.00021287192,0.0011799235,0.00026426793,0.00016845843,0.00034958383,0.0000739892,0.000064412285,0.000615562],"genre_scores_gemma":[0.9912323,0.00007862566,0.007891773,0.0004996689,0.00014847929,0.000006066987,0.00006937024,0.0000050108442,0.00006873688],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99922323,0.000020080937,0.00019082884,0.00018847891,0.00013179159,0.0002456048],"domain_scores_gemma":[0.9993145,0.0002644977,0.00009913113,0.00016487323,0.00007448222,0.00008254325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058236667,0.00012661991,0.00019618506,0.000046698835,0.00008986671,0.000034577617,0.00014430267,0.000046349884,0.00020630928],"category_scores_gemma":[0.00006595925,0.00010475074,0.00006016503,0.0000880801,0.00010737809,0.00026161384,0.000015439979,0.00007438846,0.000073891446],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005208515,0.00006568923,0.032983713,0.00012405474,0.00004734311,0.0000050518593,0.00095297676,0.000081573744,0.005353425,0.0010133894,0.0112895835,0.9480311],"study_design_scores_gemma":[0.0034522163,0.0016144853,0.63351184,0.00011025,0.00013227835,0.00006589605,0.00074106036,0.09010455,0.045052595,0.21340588,0.010742018,0.0010669277],"about_ca_topic_score_codex":0.004437416,"about_ca_topic_score_gemma":0.000031864492,"teacher_disagreement_score":0.9469642,"about_ca_system_score_codex":0.0000030063813,"about_ca_system_score_gemma":0.00003317997,"threshold_uncertainty_score":0.67080754},"labels":[],"label_agreement":null},{"id":"W2127954835","doi":"10.1190/1.1729227","title":"Processing/integration of simultaneously acquired 3D surface seismic and 3D VSP data","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada); BP (Canada)","funders":"ConocoPhillips","keywords":"Borehole; Vertical seismic profile; Geology; Seismology; Data acquisition; Offset (computer science); Multiple; Amplitude; Data processing; Anisotropy; Geotechnical engineering; Computer science","score_opus":0.03642711004751148,"score_gpt":0.26270772316352,"score_spread":0.2262806131160085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127954835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717663,0.0018023701,0.015566073,0.0034932143,0.00026516625,0.00024592347,0.00008713281,0.000255708,0.006518148],"genre_scores_gemma":[0.9920485,0.00008614976,0.0063396804,0.0008471897,0.00004902559,1.399859e-7,0.00008351876,0.0000039772576,0.00054179726],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993266,0.000037365266,0.00014253562,0.00020012724,0.00013705246,0.00015636178],"domain_scores_gemma":[0.99942565,0.00010556625,0.000083855884,0.00031642517,0.000033510587,0.000034992056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038949613,0.00009439673,0.00012300904,0.000033868746,0.00015834183,0.000052342846,0.0003757361,0.000042110867,0.0000477842],"category_scores_gemma":[0.00007576356,0.00006174594,0.000013003984,0.00013940973,0.0001819257,0.0002779035,0.000028630173,0.0000873666,0.00006434211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093298215,0.00004028474,0.0055165626,0.0001102353,0.00002606594,0.000015606693,0.005703258,0.021044897,0.0058898367,0.000055045057,0.022687482,0.93881744],"study_design_scores_gemma":[0.00035242655,0.00013418276,0.0013817335,0.00022376902,0.000041941403,0.00007440022,0.0005225976,0.9580929,0.01067714,0.0019846617,0.02627538,0.00023886505],"about_ca_topic_score_codex":0.0027941407,"about_ca_topic_score_gemma":0.00006746687,"teacher_disagreement_score":0.93857855,"about_ca_system_score_codex":0.000005363615,"about_ca_system_score_gemma":0.000048478836,"threshold_uncertainty_score":0.42239234},"labels":[],"label_agreement":null},{"id":"W2128497116","doi":"10.1190/1.1444721","title":"3-D broad-band estimates of reflector dip and amplitude","year":2000,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Johnson and Johnson","keywords":"Azimuth; Amplitude; Geology; Coherence (philosophical gambling strategy); Computer science; Algorithm; Optics; Geometry; Mathematics","score_opus":0.010420221439279344,"score_gpt":0.2196900548936501,"score_spread":0.20926983345437075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128497116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840942,0.00033996152,0.00007356023,0.000113768874,0.000040298324,0.000046174086,0.000027468865,0.00006534745,0.015199189],"genre_scores_gemma":[0.9968412,0.0001298162,0.0021414575,0.00044451887,0.000037142992,2.7631003e-7,0.000025796884,0.000002028878,0.00037777127],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99956226,0.000011277347,0.000089565765,0.00011938775,0.000092397735,0.0001251364],"domain_scores_gemma":[0.99975264,0.00005299208,0.000027111884,0.000110780406,0.000014855566,0.00004164606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052562387,0.00006884486,0.00010573409,0.000020951087,0.000057204114,0.000020411699,0.00007732733,0.000024108636,0.0009864267],"category_scores_gemma":[0.0000067837486,0.000056907964,0.000022935834,0.000083793275,0.00009654184,0.00010351818,0.0000029679718,0.000052122552,0.000087982575],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038139624,0.000022022889,0.085162744,0.0000400929,0.000016534621,0.0000031582615,0.00030969107,0.00005363568,0.0012342879,0.00009457758,0.006172153,0.90685296],"study_design_scores_gemma":[0.00067385903,0.0005687212,0.74566823,0.00012366752,0.00006470972,0.000026935682,0.000111403606,0.016154181,0.07210063,0.079524934,0.084343806,0.00063889887],"about_ca_topic_score_codex":0.0032515354,"about_ca_topic_score_gemma":0.000007389919,"teacher_disagreement_score":0.90621406,"about_ca_system_score_codex":8.882112e-7,"about_ca_system_score_gemma":0.000010969869,"threshold_uncertainty_score":0.9999268},"labels":[],"label_agreement":null},{"id":"W2128802367","doi":"10.1306/05020605171","title":"Seismic expression of fracture-swarm sweet spots, Upper Cretaceous tight-gas reservoirs, San Juan Basin","year":2006,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cretaceous; Geology; Tight gas; Structural basin; Sweet spot; Fracture (geology); Seismology; Paleontology; Hydraulic fracturing; Shear (geology)","score_opus":0.00759347902744392,"score_gpt":0.20057366541814084,"score_spread":0.19298018639069692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128802367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402334,0.0022242663,0.0010170505,0.016818775,0.00037319234,0.00030683755,0.000101832695,0.0003669256,0.038557723],"genre_scores_gemma":[0.98781735,0.00014312888,0.0042498754,0.0038581896,0.00020811957,0.0000017099879,0.00024644888,0.00001323235,0.0034619246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982188,0.00015686052,0.00038600955,0.00039952807,0.00042474965,0.00041410307],"domain_scores_gemma":[0.9990325,0.00016684872,0.00018562624,0.00044086613,0.00006412451,0.00011002575],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039830775,0.00023739168,0.0003040405,0.00016184573,0.00018692642,0.00005060116,0.00040762872,0.00016527131,0.01032652],"category_scores_gemma":[0.000051116454,0.00019034705,0.00012965674,0.00016360948,0.0001571067,0.00009535951,0.000032454256,0.00028775434,0.00070470566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071635346,0.000038368442,0.033089478,0.000026280137,0.0000055265473,0.000020063108,0.00008902943,0.0015835313,0.00043661048,0.000007108906,0.9600712,0.0045611723],"study_design_scores_gemma":[0.0002655416,0.00009072261,0.02526369,0.00009616203,0.000013614518,0.000019994248,0.000090674905,0.0029323958,0.09175374,0.00087672705,0.878355,0.00024167653],"about_ca_topic_score_codex":0.020411158,"about_ca_topic_score_gemma":0.00003185009,"teacher_disagreement_score":0.09131713,"about_ca_system_score_codex":0.000009040077,"about_ca_system_score_gemma":0.00004133339,"threshold_uncertainty_score":0.9905782},"labels":[],"label_agreement":null},{"id":"W2129047728","doi":"10.1190/geo2015-0162.1","title":"Double-weave 3D seismic acquisition — Part 2: Seismic modeling and subsurface fold analyses","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada); Alberta Energy; University of Alberta","funders":"","keywords":"Offset (computer science); Interpolation (computer graphics); Data acquisition; Fold (higher-order function); Computer science; Algorithm; Zigzag; Bin; Azimuth; Midpoint; Geology; Mathematics; Geometry; Computer graphics (images)","score_opus":0.06739265031959733,"score_gpt":0.2726988230442634,"score_spread":0.20530617272466606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129047728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97048336,0.0008999703,0.022950858,0.0005223771,0.00035084618,0.00014227697,0.000045126366,0.0002628831,0.00434228],"genre_scores_gemma":[0.99546313,0.00012353716,0.001498389,0.0022009593,0.00018637565,0.0000012376988,0.00015899685,0.0000070863885,0.00036027055],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988642,0.000048534752,0.00018889963,0.0003145327,0.0002791474,0.00030472968],"domain_scores_gemma":[0.99939305,0.00003325399,0.00007314329,0.00023512072,0.00008956287,0.00017585061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002517251,0.00017645527,0.00020266123,0.000072539246,0.00014846695,0.00010220403,0.0001485698,0.00007171916,0.000068557485],"category_scores_gemma":[0.0000073043,0.00015813585,0.00005360917,0.00022052528,0.000069203394,0.0004436378,0.000024292365,0.00014843517,0.00023133786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042151744,0.00009499694,0.02874535,0.00008374434,0.00016260255,0.000050811457,0.0026028983,0.7100948,0.00039838924,0.00014705322,0.05786983,0.19932799],"study_design_scores_gemma":[0.00043388808,0.00007999197,0.00032657397,0.000027572367,0.000041053252,0.00001145807,0.0003262264,0.98690695,0.0015629816,0.0054422654,0.004608659,0.00023237488],"about_ca_topic_score_codex":0.007891993,"about_ca_topic_score_gemma":0.000012567322,"teacher_disagreement_score":0.27681214,"about_ca_system_score_codex":0.000009775296,"about_ca_system_score_gemma":0.000060933347,"threshold_uncertainty_score":0.99871457},"labels":[],"label_agreement":null},{"id":"W2129166366","doi":"10.1190/1.2949254","title":"Seismic velocity model building in an area of complex geology, southern Alberta, Canada","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geoscience BC; University of Calgary","funders":"","keywords":"Prestack; Geology; Flattening; Seismology; Seismic velocity; Offset (computer science); Regional geology; Geophysical imaging; Geodesy; Tectonics; Volcanism","score_opus":0.027362216109898665,"score_gpt":0.2097113451637869,"score_spread":0.18234912905388823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129166366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971722,0.000016062904,0.0009740648,0.00017062487,0.000049370952,0.00005309477,0.00006107098,0.000023441251,0.0014801061],"genre_scores_gemma":[0.9965296,0.000005938725,0.0019001632,0.0011931529,0.000020317251,3.9878768e-7,0.000081314625,0.0000030246792,0.0002661102],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927783,0.000032452135,0.00015445636,0.0001682909,0.00014573454,0.00022126232],"domain_scores_gemma":[0.99962425,0.000052451513,0.000064156855,0.00016657656,0.000033646756,0.000058887672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000645028,0.00009753056,0.00016748784,0.000041176827,0.0000876764,0.0000041810185,0.00019942745,0.00003861214,0.00010466212],"category_scores_gemma":[0.000009038467,0.00009273578,0.000026725083,0.00012773591,0.000114412556,0.00010679378,0.000012246577,0.00011733871,0.000011015054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005042891,0.000055240296,0.77995265,0.000024424562,0.000014334276,0.000022611417,0.0023043475,0.1838124,0.00022800943,0.00007863364,0.0094126975,0.024044229],"study_design_scores_gemma":[0.000108063716,0.000026019921,0.074824795,0.000006373743,0.0000025160866,0.0000060258244,0.00018246703,0.9217923,0.0002716632,0.0022516337,0.00041261571,0.00011553064],"about_ca_topic_score_codex":0.9797019,"about_ca_topic_score_gemma":0.5233892,"teacher_disagreement_score":0.7379799,"about_ca_system_score_codex":0.000010278119,"about_ca_system_score_gemma":0.00023442686,"threshold_uncertainty_score":0.4853077},"labels":[],"label_agreement":null},{"id":"W2129298526","doi":"","title":"Velocity of P- and S-Waves in Arab-D and WCSB Carbonates","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Porosity; Saturation (graph theory); Amplitude; Mineralogy; Geology; Carbonate; Shear (geology); Amplitude versus offset; Carbonate rock; Shear waves; Geotechnical engineering; Sedimentary rock; Petrology; Materials science; Geochemistry; Optics; Mathematics","score_opus":0.01756934256291949,"score_gpt":0.2027779469454492,"score_spread":0.18520860438252973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129298526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873063,0.0005636388,0.000014057911,0.00022502417,0.000013196664,0.000027046483,0.000004815685,0.00002017152,0.011825765],"genre_scores_gemma":[0.9968931,0.0006082008,0.0019930208,0.00032365357,0.0000042360666,7.8699145e-8,0.000002623705,5.3112296e-7,0.00017457054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997141,0.000013232217,0.000071466275,0.00008202982,0.000050796414,0.00006839612],"domain_scores_gemma":[0.999868,0.000045195546,0.000015287045,0.000038443926,0.0000070386686,0.000026082538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082367114,0.00003821695,0.000074252006,0.000052585503,0.00002730907,0.000003641575,0.000028032786,0.000020661422,0.00009962989],"category_scores_gemma":[0.0000137821435,0.000029096846,0.0000062930644,0.000055533375,0.0001376977,0.0000691491,0.0000052768423,0.000037803526,0.0000016610165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056183617,0.0000035553426,0.9538507,0.000007763558,0.0000014728297,0.000004952408,0.000278093,0.0000035899293,0.00004400197,0.00003568121,0.0010164095,0.044748202],"study_design_scores_gemma":[0.00012609194,0.000048258145,0.9603813,0.0000098237015,0.000001233601,0.000030306222,0.00015686474,0.031513367,0.0045762574,0.0014120716,0.0016796994,0.000064715765],"about_ca_topic_score_codex":0.0128757795,"about_ca_topic_score_gemma":0.00010742085,"teacher_disagreement_score":0.044683486,"about_ca_system_score_codex":5.002037e-7,"about_ca_system_score_gemma":0.00000865919,"threshold_uncertainty_score":0.9936976},"labels":[],"label_agreement":null},{"id":"W2129751806","doi":"10.1190/geo2014-0366.1","title":"Experiment study of pore structure effects on velocities in synthetic carbonate rocks","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China University of Petroleum, Beijing; National Natural Science Foundation of China","keywords":"Porosity; Carbonate; Mineralogy; Matrix (chemical analysis); Geology; Materials science; Composite material","score_opus":0.012769206326129037,"score_gpt":0.21714442559993521,"score_spread":0.20437521927380617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129751806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968548,0.00010039719,0.0000036645572,0.00003707344,0.00020891373,0.00016636353,0.00000959316,0.000034268058,0.0025849282],"genre_scores_gemma":[0.9996155,0.0000022667264,0.00006109021,0.00020854626,0.00003785563,0.0000013594337,0.0000155544,0.0000027209971,0.00005508773],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993271,0.000059106216,0.000107394895,0.00014298997,0.00022949582,0.00013386147],"domain_scores_gemma":[0.99967694,0.00004909158,0.000045955032,0.00015965378,0.000023496881,0.00004484247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007302861,0.00009487902,0.00014852696,0.000062667306,0.000024550152,0.000010110671,0.000119808,0.000028807153,0.000020085283],"category_scores_gemma":[0.000014019649,0.00007592863,0.000018929943,0.00011342217,0.000027754219,0.00005418322,0.0000108189715,0.00009718199,0.00000958327],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057076506,0.00088894146,0.3891897,0.0002341639,0.00012516303,0.00025927392,0.078987315,0.021217639,0.0009015992,0.00023544705,0.010924767,0.49646524],"study_design_scores_gemma":[0.0083602285,0.015932912,0.39290294,0.0007620324,0.00013006502,0.000024533074,0.08006475,0.06617551,0.3579594,0.069258235,0.0061876825,0.002241697],"about_ca_topic_score_codex":0.0075294804,"about_ca_topic_score_gemma":0.000049408514,"teacher_disagreement_score":0.49422354,"about_ca_system_score_codex":0.00000743588,"about_ca_system_score_gemma":0.000026644379,"threshold_uncertainty_score":0.99907947},"labels":[],"label_agreement":null},{"id":"W2129810778","doi":"10.1007/s10069-000-0003-2","title":"Looking at the Inside of the Earth with 3-D Wavelets: A Pair of New Glasses for Geoscientists","year":2000,"lang":"en","type":"article","venue":"Visual Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Wavelet; Curse of dimensionality; Synthetic data; Computer science; A priori and a posteriori; Algorithm; Spectral line; Plume; Pattern recognition (psychology); Wavelet transform; Artificial intelligence; Geology; Physics; Meteorology","score_opus":0.013945526676792424,"score_gpt":0.23871538434184608,"score_spread":0.22476985766505367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129810778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959167,0.0002309161,0.00023732017,0.0009457157,0.00016831541,0.00023545555,0.00003941839,0.000028457633,0.002197694],"genre_scores_gemma":[0.99114203,0.000032105152,0.0012809028,0.00078147865,0.0000340215,0.0000012734366,0.0000048271622,0.0000021951375,0.006721186],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988019,0.00005368642,0.00020158899,0.0002326068,0.00045413265,0.00025610358],"domain_scores_gemma":[0.9993504,0.00019842114,0.00014555352,0.00020255757,0.000047829242,0.000055213237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048334524,0.000102375656,0.00014005581,0.000054184708,0.0003921373,0.000043349813,0.0004943874,0.00002794717,0.0008105973],"category_scores_gemma":[0.00005944215,0.00004590302,0.00007240275,0.0005575433,0.00093452854,0.00018996776,0.000024286615,0.00005947856,0.000010503978],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013701228,0.0000518431,0.39464664,0.000048333783,0.00001778875,0.0000014175162,0.0014036234,0.00054797815,0.0010040109,0.00011143856,0.015114183,0.58691573],"study_design_scores_gemma":[0.00060137664,0.0013134681,0.4952405,0.00022887571,0.00004544418,0.000048786136,0.0011047334,0.036573716,0.124777846,0.0014877797,0.33823636,0.00034110338],"about_ca_topic_score_codex":0.011182058,"about_ca_topic_score_gemma":0.0012213789,"teacher_disagreement_score":0.5865746,"about_ca_system_score_codex":0.0000027622434,"about_ca_system_score_gemma":0.00016904621,"threshold_uncertainty_score":0.9954026},"labels":[],"label_agreement":null},{"id":"W2130263634","doi":"10.1029/2011tc003033","title":"Coupled fluid flow and sediment deformation in margin‐scale salt‐tectonic systems: 1. Development and application of simple, single‐lithology models","year":2012,"lang":"en","type":"article","venue":"Tectonics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Killam Trusts; Canada Research Chairs; Government of Canada; Northwestern University","keywords":"Geology; Overpressure; Lithology; Compaction; Petrology; Tectonics; Fluid dynamics; Geotechnical engineering; Pore water pressure; Mechanics; Seismology","score_opus":0.014720646122857969,"score_gpt":0.21163844520685154,"score_spread":0.19691779908399357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130263634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752931,0.0028330206,0.020872172,0.000051071172,0.00006689907,0.0002836193,0.000009248145,0.00006773726,0.00052313483],"genre_scores_gemma":[0.9926047,0.00012653426,0.007060006,0.00011281159,0.0000119141105,0.0000073300275,0.00006596214,0.0000034598947,0.000007303295],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991835,0.000042573152,0.00027585638,0.00013717018,0.00013553025,0.00022537285],"domain_scores_gemma":[0.9996449,0.00004969295,0.00009304302,0.000119494165,0.000027944734,0.00006497541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055271335,0.000099863624,0.0001672108,0.00012611382,0.00006227212,0.00001511501,0.00006544832,0.00007405514,0.000016789128],"category_scores_gemma":[0.00000857941,0.00008749216,0.00001111911,0.00012588751,0.00006170452,0.00025893786,0.000018815323,0.00007781419,0.0000067442115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017606068,0.000223058,0.3543126,0.00083884154,0.00005187567,0.0000022433567,0.010250564,0.026572866,0.0047021494,0.00074825843,0.0006205633,0.6015009],"study_design_scores_gemma":[0.0002692327,0.00006010623,0.02521841,0.000027281481,0.000008380537,0.00002749346,0.0003117775,0.9659313,0.0054706163,0.00029613887,0.002249888,0.00012936685],"about_ca_topic_score_codex":0.001069317,"about_ca_topic_score_gemma":0.000068606496,"teacher_disagreement_score":0.9393584,"about_ca_system_score_codex":0.000025238569,"about_ca_system_score_gemma":0.000028222601,"threshold_uncertainty_score":0.35678267},"labels":[],"label_agreement":null},{"id":"W2130667099","doi":"10.1306/02050807127","title":"Channel detection in 3-D seismic data using sweetness","year":2008,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":182,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Sweetness; Channel (broadcasting); Seismology; Taste; Engineering; Telecommunications; Neuroscience","score_opus":0.05614088634039268,"score_gpt":0.23869744935977671,"score_spread":0.18255656301938403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130667099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98769265,0.00041905767,0.0067504775,0.0015067393,0.00042477978,0.00013792489,0.000035087243,0.00018216294,0.0028511288],"genre_scores_gemma":[0.9968264,0.000103479135,0.00092808757,0.0017119434,0.00008722427,4.0469473e-7,0.000073541676,0.000003941232,0.00026495592],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991469,0.000060958733,0.00015097664,0.00027663895,0.0001414435,0.00022313118],"domain_scores_gemma":[0.999522,0.000042975433,0.00004564061,0.00032594666,0.000015589865,0.000047867405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028656021,0.00009344678,0.000111106245,0.00012103298,0.00015410242,0.000016210955,0.00031345486,0.00005664642,0.00079457567],"category_scores_gemma":[0.000042308875,0.00008780342,0.000018849452,0.00018180799,0.00007592811,0.00011844641,0.000033448632,0.00014576332,0.00037579416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028974772,0.00018850366,0.14044186,0.00010994181,0.000046150184,0.00078998326,0.002227597,0.029720198,0.0010351003,0.0000058804453,0.2864124,0.53873265],"study_design_scores_gemma":[0.00028093753,0.00004353842,0.015914949,0.000035655798,0.000005506093,0.0002259246,0.00016568565,0.7666649,0.0034051677,0.00013592973,0.21288998,0.00023182742],"about_ca_topic_score_codex":0.030079555,"about_ca_topic_score_gemma":0.00012756872,"teacher_disagreement_score":0.7369447,"about_ca_system_score_codex":0.000006809019,"about_ca_system_score_gemma":0.000027134402,"threshold_uncertainty_score":0.9763792},"labels":[],"label_agreement":null},{"id":"W2131488040","doi":"10.1190/tle34050530.1","title":"Mapping of alteration zones with seismic-amplitude data and well logs in the hard-rock environment of the Keefe Lake area, Athabasca Basin, Canada","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Petrophysics; Borehole; Lithology; Structural basin; Seismology; Amplitude; Amplitude versus offset; Seismogram; Petrology; Well logging; Mineralogy; Geomorphology; Porosity; Geophysics; Geotechnical engineering","score_opus":0.03905522418974677,"score_gpt":0.20800854808729594,"score_spread":0.16895332389754916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131488040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98988134,0.00036249368,0.002248106,0.0049887183,0.00012600407,0.00023301807,0.00010150165,0.000011376482,0.002047466],"genre_scores_gemma":[0.9977121,0.000034613116,0.00029277222,0.0015778653,0.00002537218,7.143363e-7,0.000047387603,0.0000021931291,0.00030701695],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992825,0.00009657954,0.00013877242,0.00013655549,0.00022528652,0.000120317054],"domain_scores_gemma":[0.999305,0.00013562333,0.000095270414,0.0004308646,0.00000977504,0.00002347451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006644155,0.00007654504,0.000109008084,0.000025543068,0.00008344127,0.000019738709,0.00048703724,0.000018450868,0.000028165063],"category_scores_gemma":[0.000026293877,0.000035672612,0.000010657631,0.00009269484,0.00009475761,0.000100602345,0.000044255416,0.00010905075,0.000004417238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056515964,0.0000314379,0.792435,0.00005935504,0.000036183636,0.000006400767,0.010444303,0.004278831,0.000116533316,0.000045631317,0.18028402,0.0122057935],"study_design_scores_gemma":[0.0005618662,0.00014828434,0.2543008,0.00027986884,0.000045270255,0.00007938582,0.0064709317,0.19574164,0.002457601,0.0007604976,0.53887326,0.00028062373],"about_ca_topic_score_codex":0.19096406,"about_ca_topic_score_gemma":0.07082052,"teacher_disagreement_score":0.5381342,"about_ca_system_score_codex":0.000007521132,"about_ca_system_score_gemma":0.00007752561,"threshold_uncertainty_score":0.94613457},"labels":[],"label_agreement":null},{"id":"W2131707831","doi":"10.1016/j.jvolgeores.2010.02.004","title":"Depth determinations of shallow hydrothermal systems by self-potential and multi-scale wavelet tomography","year":2010,"lang":"en","type":"article","venue":"Journal of Volcanology and Geothermal Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology; Hydrothermal circulation; Wavelet; Geothermal gradient; Tomography; Volcano; Geophysics; Scale (ratio); Wavelet transform; Exploration geophysics; Mineralogy; Seismology; Remote sensing; Computer science; Artificial intelligence; Optics","score_opus":0.016918214002789315,"score_gpt":0.27842631151408426,"score_spread":0.26150809751129495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131707831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966555,0.0015527435,0.00028359584,0.00045413233,0.00018791758,0.00009863353,0.000027930862,0.000012817116,0.0007266802],"genre_scores_gemma":[0.99713176,0.00041924344,0.0020728325,0.00007379332,0.0000702942,7.125801e-7,0.0000027593233,0.0000039813785,0.00022462464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988313,0.00020775014,0.00027078294,0.00013120097,0.00028727317,0.00027170504],"domain_scores_gemma":[0.9992586,0.00017382142,0.0001379317,0.00010080699,0.00019203106,0.00013680571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012488007,0.00008480838,0.00019644688,0.00035789856,0.00017075679,0.00003864028,0.00021170932,0.00014959031,0.00019444083],"category_scores_gemma":[0.000057135185,0.00006451483,0.0000476002,0.00014374948,0.0005529137,0.00018670426,0.000021356756,0.0006247689,0.0000035515718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002598235,0.0002631302,0.7298224,0.0001257072,0.00015194956,0.00009261533,0.00091638835,0.000034836532,0.043300875,0.000076994584,0.00511446,0.21984084],"study_design_scores_gemma":[0.003068001,0.0024794033,0.72722006,0.00013192557,0.00007424777,0.0023257562,0.001348339,0.20994209,0.019306688,0.0005725966,0.033113353,0.00041756858],"about_ca_topic_score_codex":0.0013967089,"about_ca_topic_score_gemma":0.00019745706,"teacher_disagreement_score":0.21942326,"about_ca_system_score_codex":0.0000022673912,"about_ca_system_score_gemma":0.00006138227,"threshold_uncertainty_score":0.27143446},"labels":[],"label_agreement":null},{"id":"W2131830340","doi":"10.1190/geo2011-0073.1","title":"Robust prestack <i>Q</i> -determination using surface seismic data: Part 1 — Method and synthetic examples","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); University of Alberta","funders":"","keywords":"Slowness; Attenuation; Amplitude; Anelastic attenuation factor; Inversion (geology); Prestack; Geology; Interference (communication); Seismic wave; Vertical seismic profile; Geodesy; Directivity; Algorithm; Acoustics; Seismology; Optics; Computer science; Physics; Telecommunications","score_opus":0.0933747817456632,"score_gpt":0.2764596223972573,"score_spread":0.18308484065159408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131830340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9089575,0.00094920624,0.08732283,0.00017744492,0.0006999099,0.00019146105,0.00022598605,0.00017750383,0.0012981546],"genre_scores_gemma":[0.93420774,0.00011567094,0.0642699,0.0006720299,0.00030814743,3.057099e-7,0.0002310757,0.000007587457,0.00018752206],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999071,0.00011456584,0.00012752599,0.00024162943,0.00015791332,0.0002873748],"domain_scores_gemma":[0.99927324,0.00017120999,0.0000749879,0.00036644924,0.000023177321,0.00009092895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049307506,0.00011955587,0.00013223662,0.000025308505,0.0001552472,0.00006449533,0.00019339897,0.000045599034,0.00006643073],"category_scores_gemma":[0.000029331242,0.000107288906,0.000019484116,0.00010675871,0.00007130917,0.000851362,0.000051707306,0.00009957862,0.000044962784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027539383,0.000090803216,0.09364425,0.00016121793,0.000040926647,0.0000063863445,0.001123975,0.016624976,0.001074921,0.00010821362,0.019431554,0.86766523],"study_design_scores_gemma":[0.000097430275,0.00002753748,0.006193739,0.00003842682,0.000055838427,0.000032694406,0.000140516,0.92196476,0.001968018,0.0010302628,0.068199456,0.0002513199],"about_ca_topic_score_codex":0.0030306617,"about_ca_topic_score_gemma":0.0000053561143,"teacher_disagreement_score":0.9053398,"about_ca_system_score_codex":0.000003849194,"about_ca_system_score_gemma":0.00002106621,"threshold_uncertainty_score":0.4581474},"labels":[],"label_agreement":null},{"id":"W2132415361","doi":"10.1190/1.3155163","title":"Estimating effective elasticity tensors from Christoffel equations","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Memorial University of Newfoundland","funders":"","keywords":"Christoffel symbols; Mathematics; Tensor (intrinsic definition); Elasticity (physics); Symmetric tensor; Mathematical analysis; Tensor contraction; Exact solutions in general relativity; Geometry; Physics","score_opus":0.008761946184363536,"score_gpt":0.2137563769840082,"score_spread":0.20499443079964466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132415361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90523994,0.000085367225,0.085702844,0.0004904126,0.00033608693,0.00018716668,0.00009024903,0.00034288107,0.0075250776],"genre_scores_gemma":[0.98238504,0.0000018714248,0.015629815,0.0015868546,0.00023695022,7.5891404e-7,0.00011074824,0.0000018708512,0.00004607465],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935585,0.000038361115,0.00010305257,0.00017957941,0.0001483494,0.00017483317],"domain_scores_gemma":[0.9994443,0.0002712657,0.0000567883,0.00013712826,0.000033656062,0.000056835794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007586941,0.00009750679,0.00011359863,0.00003248649,0.0001852194,0.000037953992,0.00012089138,0.00003582346,0.00019638597],"category_scores_gemma":[0.00010525475,0.000085719315,0.000046301437,0.00013909342,0.000043392945,0.00017131846,0.000004731128,0.0001352397,0.00049923727],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015037547,0.000034143395,0.008258218,0.0000040984883,0.000014451301,0.00000610219,0.0004465427,0.0074209585,0.00029083717,0.00023172169,0.0058987997,0.9773791],"study_design_scores_gemma":[0.000146119,0.00013673479,0.26128137,0.0000293532,0.000022521244,9.064604e-7,0.00004517624,0.6777743,0.0015019816,0.05816234,0.00071508944,0.00018412211],"about_ca_topic_score_codex":0.004739116,"about_ca_topic_score_gemma":0.000007143291,"teacher_disagreement_score":0.97719496,"about_ca_system_score_codex":0.0000053655854,"about_ca_system_score_gemma":0.000016373824,"threshold_uncertainty_score":0.7164157},"labels":[],"label_agreement":null},{"id":"W2132454757","doi":"10.1190/geo2011-0235.1","title":"Denoising seismic data using the nonlocal means algorithm","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":195,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Algorithm; Noise reduction; Classification of discontinuities; Deconvolution; Redundancy (engineering); Pixel; Computer science; Noise (video); Data redundancy; Energy (signal processing); Filter (signal processing); Median filter; Image (mathematics); Mathematics; Artificial intelligence; Image processing; Computer vision; Statistics","score_opus":0.04981379262792935,"score_gpt":0.26001575611897476,"score_spread":0.21020196349104542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132454757","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30210495,0.0016004654,0.6878244,0.0010450514,0.002045498,0.0002660117,0.00036416788,0.00035750892,0.004391903],"genre_scores_gemma":[0.97180766,0.000029936138,0.023349557,0.0035559952,0.0009001754,1.9224518e-7,0.00022080063,0.0000063608004,0.00012934275],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910617,0.000058497993,0.00010823304,0.00016494223,0.00021167641,0.00035050025],"domain_scores_gemma":[0.999246,0.000072260256,0.000050588704,0.0005359511,0.000020587677,0.000074599215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035736567,0.00010396955,0.0000937552,0.00002453303,0.00024748946,0.00005981407,0.00050764903,0.000034980618,0.00011930995],"category_scores_gemma":[0.000012500529,0.00007060647,0.000031587035,0.00017137566,0.0001059596,0.0006094692,0.00006594858,0.00016430135,0.00023087779],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026924977,0.000016539752,0.008058245,0.00000528168,0.000016270329,0.000002115213,0.00042794622,0.00048751198,0.000046925375,0.000026649363,0.009952244,0.98095757],"study_design_scores_gemma":[0.000049795384,0.000010082024,0.0018029513,0.000010090278,0.000025623462,0.00002254885,0.0002685591,0.9298618,0.00050805946,0.00053484476,0.06678217,0.00012349282],"about_ca_topic_score_codex":0.0064702453,"about_ca_topic_score_gemma":0.0000066938337,"teacher_disagreement_score":0.98083407,"about_ca_system_score_codex":0.000004944418,"about_ca_system_score_gemma":0.00003511094,"threshold_uncertainty_score":0.97811186},"labels":[],"label_agreement":null},{"id":"W2132484703","doi":"10.2118/0312-0044-jpt","title":"Higher Resolution Subsurface Imaging","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Exploit; Downstream (manufacturing); Computer science; Environmental geology; Mining engineering; Petroleum engineering; Engineering; Hydrogeology; Geotechnical engineering","score_opus":0.010729388698349789,"score_gpt":0.2214239455038879,"score_spread":0.21069455680553809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132484703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94983953,0.013854013,0.0039035727,0.015720168,0.002342116,0.00004212919,0.000006022578,0.00026609725,0.014026363],"genre_scores_gemma":[0.9927207,0.00011793138,0.0060276208,0.0005805929,0.00021799617,1.0793918e-7,0.0000015473738,0.000003417216,0.000330073],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991008,0.000040046663,0.000269566,0.00007427052,0.00019255308,0.00032278872],"domain_scores_gemma":[0.99942076,0.000034515266,0.00025389495,0.0001359285,0.000070972106,0.000083956504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005562111,0.00008927418,0.00016673461,0.000452466,0.0000776322,0.000015562426,0.00026327444,0.00008659719,0.0007016839],"category_scores_gemma":[0.000050089897,0.00006993921,0.00006687424,0.0002646272,0.000121747406,0.00042019974,0.000013449846,0.00034710602,0.000113693066],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029645249,0.000026799504,0.87437963,0.000005011407,0.000016786218,0.00002049538,0.000032391647,0.000081618404,0.0010336222,0.00046041576,0.04365769,0.080255896],"study_design_scores_gemma":[0.00053595996,0.00024118107,0.17037785,0.00005273433,0.00004455355,0.0011699593,0.0004370869,0.00444518,0.009669064,0.0041440288,0.80863637,0.00024602728],"about_ca_topic_score_codex":0.000110744346,"about_ca_topic_score_gemma":0.0000016755716,"teacher_disagreement_score":0.7649787,"about_ca_system_score_codex":0.000015630292,"about_ca_system_score_gemma":0.00002464637,"threshold_uncertainty_score":0.7682947},"labels":[],"label_agreement":null},{"id":"W2133050714","doi":"10.1190/1.3478375","title":"Data reconstruction with shot-profile least-squares migration","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Penn West Exploration (Canada); University of Calgary; University of Alberta","funders":"","keywords":"Shot (pellet); Computer science; Disjoint sets; One shot; Operator (biology); Least-squares function approximation; Construct (python library); Mathematics; Statistics; Biology; Combinatorics","score_opus":0.02266832066298868,"score_gpt":0.21952865923810266,"score_spread":0.19686033857511398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133050714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851878,0.000024691457,0.0015380483,0.00058690185,0.00061711605,0.00011357941,0.0002813855,0.00019939062,0.011451077],"genre_scores_gemma":[0.98275775,0.000020592435,0.015196267,0.00040083367,0.00026839026,7.8479576e-7,0.0010461836,0.0000034164123,0.00030581097],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941766,0.000015266296,0.00007990977,0.00022078224,0.0001349821,0.00013141643],"domain_scores_gemma":[0.9994262,0.000024802272,0.00005065018,0.0004175534,0.000038027105,0.00004275641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101247395,0.00007742752,0.000069430986,0.000032604403,0.000121468074,0.000054947384,0.00023325432,0.000038280046,0.0007713365],"category_scores_gemma":[0.000011264384,0.00005903736,0.00001340589,0.000118949065,0.00009164,0.0005265252,0.000012178916,0.0001747907,0.00028613443],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034159908,0.000013674473,0.09876178,0.000011955444,0.000011507602,0.000002897693,0.00012705852,0.000033439566,0.0012071751,0.0001293718,0.030372243,0.86929476],"study_design_scores_gemma":[0.0007275331,0.00053444685,0.19530366,0.000083962244,0.00008377115,0.00023444684,0.001590436,0.4371009,0.022799341,0.008825503,0.3316727,0.0010433177],"about_ca_topic_score_codex":0.004108307,"about_ca_topic_score_gemma":0.0009010178,"teacher_disagreement_score":0.86825144,"about_ca_system_score_codex":9.584124e-7,"about_ca_system_score_gemma":0.000036714413,"threshold_uncertainty_score":0.8445594},"labels":[],"label_agreement":null},{"id":"W2133232211","doi":"10.1190/1.3170687","title":"Accurate poststack acoustic-impedance inversion by well-log calibration","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; University of Saskatchewan","keywords":"Inversion (geology); Deconvolution; Seismic inversion; Amplitude; Synthetic seismogram; Synthetic data; Algorithm; Data processing; Geology; Acoustic impedance; Inverse problem; Computer science; Vertical seismic profile; Electrical impedance; Seismology; Mathematics; Mathematical analysis; Geometry; Optics; Physics","score_opus":0.008164060487770276,"score_gpt":0.20799304292055493,"score_spread":0.19982898243278466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133232211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95443714,0.00039743856,0.014109294,0.004750075,0.0006991677,0.00030402,0.00016082828,0.0006554852,0.02448655],"genre_scores_gemma":[0.9893135,0.00011502757,0.00055094366,0.0086733,0.000086684246,2.5300292e-7,0.000292184,0.0000028392114,0.0009652703],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915683,0.000036900885,0.00013330037,0.00022223867,0.00020387194,0.00024682685],"domain_scores_gemma":[0.999586,0.000038257178,0.00007459275,0.00018224695,0.00003418076,0.000084759165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008795847,0.0001257264,0.00011222244,0.00003544649,0.00016304367,0.00006856176,0.00018581089,0.000060095335,0.00030788663],"category_scores_gemma":[0.000015031812,0.00011192432,0.00004359286,0.00019881674,0.00004849369,0.0005079676,0.0000073316824,0.0001332766,0.00045713084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049402766,0.000046134344,0.00362163,0.000014999098,0.000008629582,0.000010616127,0.00023319676,0.001546066,0.0073331436,0.00015863543,0.7754318,0.21154574],"study_design_scores_gemma":[0.00052436703,0.0006078238,0.016994689,0.000050690833,0.0000354591,0.000009017972,0.00026769165,0.8463849,0.03618194,0.019073253,0.07923355,0.0006366558],"about_ca_topic_score_codex":0.0009170009,"about_ca_topic_score_gemma":0.000005779021,"teacher_disagreement_score":0.8448388,"about_ca_system_score_codex":0.000006043215,"about_ca_system_score_gemma":0.00002980355,"threshold_uncertainty_score":0.58756447},"labels":[],"label_agreement":null},{"id":"W2133292501","doi":"10.1190/1.3515920","title":"Detailed images of the shallow Alpine Fault Zone, New Zealand, determined from narrow-azimuth 3D seismic reflection data","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; University of Calgary","funders":"Eidgenössische Technische Hochschule Zürich; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Geology; Azimuth; Seismology; Reflection (computer programming); Fault (geology); Deconvolution; Refraction; Seismic migration; Noise (video); Optics; Computer science; Image (mathematics); Artificial intelligence; Algorithm","score_opus":0.03655649789604253,"score_gpt":0.23010287541963048,"score_spread":0.19354637752358794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133292501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99361575,0.00018030973,0.0011830634,0.00035284032,0.0006284777,0.00020266573,0.0005010872,0.000153478,0.0031823318],"genre_scores_gemma":[0.9917316,0.000036974718,0.0042751646,0.0008110338,0.00019241076,6.409805e-7,0.0004913426,0.000007483383,0.0024533777],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99890935,0.00007996964,0.00022083773,0.00032844604,0.00023719536,0.00022420826],"domain_scores_gemma":[0.9988175,0.00005849074,0.00017183465,0.00083777565,0.000040587747,0.00007380798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015153791,0.00016048714,0.00020306802,0.000039677903,0.000117152755,0.000025867432,0.0007763785,0.00006694118,0.0005348648],"category_scores_gemma":[0.000033371834,0.0001091525,0.00006716481,0.00022152196,0.0001018281,0.00037383861,0.000076061246,0.00017289941,0.00012650988],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002891575,0.00006966274,0.39848295,0.000030960342,0.00009297165,0.0000121183875,0.0017188138,0.00013513978,0.0040599327,0.0000049187825,0.103727184,0.4913762],"study_design_scores_gemma":[0.0018804321,0.00067164056,0.6716253,0.00017115966,0.00032982428,0.000023491719,0.00025930727,0.15586634,0.09978229,0.010596735,0.057895202,0.0008982394],"about_ca_topic_score_codex":0.05476867,"about_ca_topic_score_gemma":0.00086084486,"teacher_disagreement_score":0.49047795,"about_ca_system_score_codex":0.0000041347994,"about_ca_system_score_gemma":0.00007120965,"threshold_uncertainty_score":0.9515257},"labels":[],"label_agreement":null},{"id":"W2133893722","doi":"10.1111/j.1365-246x.2011.05054.x","title":"Perturbation expansions of complex-valued traveltime along real-valued reference rays","year":2011,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Eikonal equation; Hamilton–Jacobi equation; Perturbation (astronomy); Mathematical analysis; Mathematics; Physics; Quantum mechanics","score_opus":0.06325530429241435,"score_gpt":0.2648979362608269,"score_spread":0.20164263196841256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133893722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8811091,0.000029153744,0.0068156533,0.00056587724,0.0008218478,0.00010827523,0.00010904474,0.00009027148,0.11035078],"genre_scores_gemma":[0.9883007,0.00006028182,0.010152074,0.00046446978,0.00021114283,5.515304e-7,0.0001071339,0.000003945166,0.0006997439],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987339,0.00008912718,0.0003582574,0.00016477694,0.0004712782,0.00018266916],"domain_scores_gemma":[0.99923015,0.00006589646,0.00022192876,0.00011998931,0.0002392012,0.00012281442],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024224207,0.00011724353,0.00016897023,0.00014007845,0.00013195706,0.000038137976,0.00040126944,0.000052660365,0.005065958],"category_scores_gemma":[0.00005882832,0.00009334437,0.00011380883,0.00010666048,0.00012729186,0.00034837125,0.000018325865,0.00026094448,0.00016187772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020802203,0.001644269,0.18166633,0.00006656695,0.00097500323,0.00029297319,0.013732048,0.00050730945,0.032374136,0.07283127,0.10794811,0.58588177],"study_design_scores_gemma":[0.0006883313,0.000383402,0.84168994,0.000090558475,0.000039992687,0.00017183984,0.0004866705,0.11064978,0.0060673393,0.036269017,0.003163982,0.00029912562],"about_ca_topic_score_codex":0.0039136726,"about_ca_topic_score_gemma":0.000014064035,"teacher_disagreement_score":0.6600236,"about_ca_system_score_codex":0.000012495974,"about_ca_system_score_gemma":0.000058705496,"threshold_uncertainty_score":0.9958435},"labels":[],"label_agreement":null},{"id":"W2133974553","doi":"10.3997/2214-4609.201401957","title":"Traveltime Computations for Locating the Source of Micro Seismic Events and for Forming Gridded Traveltime Maps","year":2007,"lang":"en","type":"article","venue":"69th EAGE Conference and Exhibition incorporating SPE EUROPEC 2007","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computation; Geology; Seismology; Microseism; Grid; Source model; Wavefront; Event (particle physics); Geodesy; Geophysics; Computer science; Algorithm; Physics; Optics","score_opus":0.03059326548809755,"score_gpt":0.2494105467720322,"score_spread":0.21881728128393466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133974553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2986492,0.00018072527,0.69748086,0.0005273798,0.00017444817,0.00076038274,0.00015829172,0.000074750475,0.0019939549],"genre_scores_gemma":[0.959995,0.00002496592,0.038235188,0.00093716825,0.00014502738,0.0000042910415,0.00025005342,0.000010616612,0.00039772713],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987852,0.0000537608,0.0004605742,0.00028266213,0.00013991768,0.00027787514],"domain_scores_gemma":[0.99870276,0.00054573466,0.0003473847,0.00012217702,0.00019672775,0.00008523235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012030925,0.00016955759,0.00020830132,0.000115882154,0.00048440372,0.000071735565,0.00013086355,0.0000616076,0.000045776767],"category_scores_gemma":[0.00013029497,0.00013505774,0.000055170272,0.0001391482,0.00020486537,0.0002117472,0.000017686065,0.00013276396,0.0000067918204],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003448436,0.000078086436,0.027676951,0.0005872544,0.00007101441,0.0000072872863,0.005247875,0.0013252563,0.008735073,0.001462109,0.00941058,0.9450537],"study_design_scores_gemma":[0.0034468898,0.0013845587,0.03000053,0.0010489664,0.0001804336,0.00017829156,0.009452288,0.85409224,0.04918912,0.026602335,0.023265222,0.0011590973],"about_ca_topic_score_codex":0.0004621045,"about_ca_topic_score_gemma":0.00002673336,"teacher_disagreement_score":0.94389457,"about_ca_system_score_codex":0.0000049552773,"about_ca_system_score_gemma":0.000049696297,"threshold_uncertainty_score":0.5507495},"labels":[],"label_agreement":null},{"id":"W2134166089","doi":"10.1190/geo2013-0263.1","title":"Comparison of multifrequency selection strategies for simultaneous-source full-waveform inversion","year":2014,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Inversion (geology); Algorithm; Computer science; Frequency domain; Geology; Computer vision","score_opus":0.017406142656292867,"score_gpt":0.25321261277572793,"score_spread":0.23580647011943506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134166089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88776535,0.000032591233,0.10781727,0.00008983178,0.00023059071,0.0002091357,0.00001862939,0.00017842869,0.0036581918],"genre_scores_gemma":[0.99361295,0.000005499332,0.005785806,0.0002217915,0.00010453482,0.0000010270123,0.00009675227,0.0000041960843,0.00016746628],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992672,0.00002988532,0.0001884643,0.00016736412,0.00015608371,0.00019099061],"domain_scores_gemma":[0.9993793,0.00022110663,0.0001339048,0.0001192607,0.0001008406,0.000045604986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013734106,0.000107130494,0.00018042109,0.000054497155,0.00014450369,0.00002906505,0.00013362366,0.00006131828,0.000077212804],"category_scores_gemma":[0.00004856823,0.00009375699,0.000066830384,0.00014389284,0.00007125414,0.00021431156,0.0000064095325,0.00009379955,0.000057205227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001332715,0.0000758007,0.029773543,0.0001671141,0.00002307131,2.4062757e-7,0.0012610166,0.03307797,0.0072368667,0.0007866163,0.0059671337,0.92149734],"study_design_scores_gemma":[0.00020067437,0.0005112241,0.00083922804,0.000020328232,0.000015527341,0.000001063831,0.0006766194,0.95772415,0.012869758,0.0071473736,0.019853545,0.00014051325],"about_ca_topic_score_codex":0.0025133635,"about_ca_topic_score_gemma":0.000065922744,"teacher_disagreement_score":0.9246462,"about_ca_system_score_codex":0.000005876002,"about_ca_system_score_gemma":0.000034576435,"threshold_uncertainty_score":0.38232994},"labels":[],"label_agreement":null},{"id":"W2134777287","doi":"10.1088/1742-2132/9/6/674","title":"Short-time homomorphic wavelet estimation","year":2012,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Wavelet; Deconvolution; Homomorphic encryption; Algorithm; Inversion (geology); Computer science; Carrier frequency offset; Wavelet transform; Mathematics; Fourier transform; Offset (computer science); Homomorphic filtering; Spectral analysis; Artificial intelligence; Statistics; Frequency offset; Geology; Mathematical analysis; Image (mathematics); Orthogonal frequency-division multiplexing; Seismology","score_opus":0.006961685713118432,"score_gpt":0.1778095759280376,"score_spread":0.17084789021491917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134777287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99102235,0.00055682106,0.007768017,0.000105116014,0.00024972696,0.000018229313,0.0000021929475,0.00003068384,0.00024684743],"genre_scores_gemma":[0.9922673,0.00006038757,0.007388773,0.0000619659,0.0002005376,4.1598557e-8,0.0000019361628,0.000002832193,0.00001622652],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996409,0.0000050392014,0.000112591326,0.000028992967,0.000096570824,0.00011591548],"domain_scores_gemma":[0.9997973,0.000029240313,0.000038728216,0.00003558415,0.00002181668,0.00007734868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017721238,0.000053612523,0.00009191414,0.000055366785,0.000029330635,0.000021870805,0.000044094355,0.000019131327,0.000034600063],"category_scores_gemma":[0.000012112261,0.000043192587,0.000029269617,0.000058381633,0.000010010684,0.00034117786,0.0000035125581,0.00009566266,0.000018882492],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015859006,0.00003193186,0.031074027,0.000061914856,0.00005772389,0.000012977228,0.00046105677,0.010525442,0.0031128502,0.00018546199,0.0050171395,0.94944364],"study_design_scores_gemma":[0.0001386474,0.00011906049,0.21110068,0.00007990516,0.000034480043,0.00022574559,0.000038078648,0.77729315,0.001991042,0.00052910874,0.008253195,0.00019690879],"about_ca_topic_score_codex":0.000027119608,"about_ca_topic_score_gemma":3.5456267e-8,"teacher_disagreement_score":0.9492467,"about_ca_system_score_codex":0.0000023030498,"about_ca_system_score_gemma":0.000005081252,"threshold_uncertainty_score":0.17613426},"labels":[],"label_agreement":null},{"id":"W2134858094","doi":"10.1190/1.2435604","title":"AVO inversion of BSRs in marine gas hydrate studies","year":2007,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; North Pacific Marine Science Organization; Ocean Networks Canada Society; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Clathrate hydrate; Inversion (geology); Geology; Hydrate; Submarine pipeline; Amplitude versus offset; Nonlinear system; Prestack; Petroleum engineering; Mineralogy; Amplitude; Seismology; Geotechnical engineering; Chemistry; Physics","score_opus":0.017794992336262656,"score_gpt":0.23661732418384013,"score_spread":0.21882233184757746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134858094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906716,0.00014681584,0.000035516954,0.00019680145,0.00018713568,0.000052876352,0.000004331228,0.000038012142,0.008666964],"genre_scores_gemma":[0.9980512,0.00017682745,0.0009102809,0.0006048957,0.00004336342,1.2503898e-7,0.00001796643,0.0000017705256,0.0001935557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938524,0.000019340274,0.00015970509,0.000118444295,0.00013786565,0.00017939112],"domain_scores_gemma":[0.9996675,0.000085339314,0.000062740255,0.00011455042,0.00003690626,0.00003290876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030672972,0.0000742584,0.00013665928,0.000092068345,0.000036876183,0.0000046551445,0.00010376187,0.000027850307,0.00009553236],"category_scores_gemma":[0.000023752411,0.00006324259,0.00003262705,0.00025542825,0.00009158152,0.000121684854,0.000023057642,0.0000906591,0.00007829998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007484879,0.00003895123,0.4981099,0.000068033565,0.000024737597,0.00003161475,0.0010665988,0.00023868056,0.00086626626,0.00020410681,0.0068468,0.49242947],"study_design_scores_gemma":[0.0012461019,0.00062769547,0.67858,0.00023951821,0.000050479142,0.000008523185,0.004650725,0.02585715,0.1473366,0.11947659,0.021178655,0.00074799644],"about_ca_topic_score_codex":0.0042677443,"about_ca_topic_score_gemma":0.00013710992,"teacher_disagreement_score":0.49168146,"about_ca_system_score_codex":0.000004763157,"about_ca_system_score_gemma":0.0000135461405,"threshold_uncertainty_score":0.6451581},"labels":[],"label_agreement":null},{"id":"W2134960442","doi":"10.1111/j.1365-246x.2008.04060.x","title":"Layer stripping of shear-wave splitting in marine<i>PS</i>waves","year":2009,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Seabed; Shear waves; Seismic wave; Seismometer; Anisotropy; Longitudinal wave; Decoupling (probability); Geophysics; Seismology; Shear (geology); Wave propagation; Optics; Physics; Petrology","score_opus":0.019641849791329262,"score_gpt":0.2421417673825319,"score_spread":0.22249991759120263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134960442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720423,0.00003291217,0.00077251566,0.0025841428,0.00041876346,0.000040154322,0.000010355124,0.000024431072,0.024074394],"genre_scores_gemma":[0.9941233,0.000033875735,0.003898933,0.0013062635,0.00035411035,8.847538e-8,0.000016270784,0.0000016201755,0.00026553535],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990483,0.000038791535,0.00029408478,0.00011864542,0.00032564026,0.00017453756],"domain_scores_gemma":[0.99958825,0.00007715462,0.00012786372,0.000062929685,0.0000782587,0.00006552381],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025168102,0.00008281225,0.00013469104,0.0001580203,0.000047570364,0.00005515782,0.00019800403,0.00003346301,0.0009515547],"category_scores_gemma":[0.000063996864,0.00006972814,0.000085003776,0.00012393804,0.000037736798,0.0002918661,0.000014918439,0.00030003762,0.00003141436],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011890212,0.00014379548,0.14405861,0.000006877861,0.0000395808,0.00012927505,0.00034493112,0.00088846433,0.0036355904,0.0012798446,0.0046687736,0.8446853],"study_design_scores_gemma":[0.0005158723,0.00021234114,0.88476986,0.00013510139,0.00000732583,0.00018033512,0.00019828265,0.050995383,0.008022476,0.049308408,0.0054612923,0.00019331902],"about_ca_topic_score_codex":0.00063051964,"about_ca_topic_score_gemma":0.000004481132,"teacher_disagreement_score":0.844492,"about_ca_system_score_codex":0.0000115109915,"about_ca_system_score_gemma":0.000031214167,"threshold_uncertainty_score":0.99996173},"labels":[],"label_agreement":null},{"id":"W2135247304","doi":"10.1190/1.1444790","title":"Efficient 2.5-D true-amplitude migration","year":2000,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Amplitude; Term (time); Plane (geometry); Mathematics; Mathematical analysis; Geometry; Physics; Optics","score_opus":0.008157164988169634,"score_gpt":0.1956715335268252,"score_spread":0.18751436853865558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135247304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96666324,0.000063695545,0.00065749726,0.0005685215,0.00012451518,0.00007002311,0.000017802917,0.00017163037,0.03166307],"genre_scores_gemma":[0.9955974,0.00003469587,0.0012063886,0.0015195016,0.00010258798,5.818569e-7,0.00006386278,0.0000020151867,0.0014729665],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994495,0.000019819288,0.00008633339,0.0001420304,0.00014225327,0.00016005656],"domain_scores_gemma":[0.99975103,0.000022690883,0.000019662804,0.00014601472,0.000014816863,0.000045781217],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007061927,0.00007138037,0.000068289366,0.000022799035,0.00010311548,0.00003401557,0.00010075885,0.000025536036,0.0033819673],"category_scores_gemma":[0.0000029537257,0.000060632152,0.00004023571,0.00012626266,0.00003780418,0.00004777549,0.0000021853643,0.00006541105,0.0022407211],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015828538,0.000025536323,0.00777813,0.000005475993,0.0000055108776,0.0000031044997,0.00027632428,0.008970979,0.000045063145,0.00011231731,0.018100757,0.964661],"study_design_scores_gemma":[0.00028327128,0.00014280174,0.1461206,0.000022823104,0.000017582415,0.00000965758,0.00009894715,0.4647373,0.0023122337,0.007446149,0.37842396,0.0003846854],"about_ca_topic_score_codex":0.003185892,"about_ca_topic_score_gemma":0.000017187564,"teacher_disagreement_score":0.9642763,"about_ca_system_score_codex":0.0000024076442,"about_ca_system_score_gemma":0.000013639755,"threshold_uncertainty_score":0.99853617},"labels":[],"label_agreement":null},{"id":"W2135298560","doi":"10.1190/segam2013-0170.1","title":"Mapping Middle Triassic Doig Sandstone reservoirs in northeast British Columbia using seismic attributes","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Tectonics; Lithology; Seismic inversion; Geomorphology; Geochemistry","score_opus":0.03501091453385069,"score_gpt":0.21018284835036719,"score_spread":0.1751719338165165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135298560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99145985,0.0003584559,0.0007025154,0.0006120079,0.0001924727,0.0003005783,0.000027868979,0.00019174616,0.006154479],"genre_scores_gemma":[0.9912685,0.000058840134,0.0031549018,0.0016251885,0.0000651527,0.0000031906288,0.000060214606,0.0000058630835,0.0037581527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985565,0.00009306754,0.00034298515,0.0003240837,0.00022666236,0.00045668718],"domain_scores_gemma":[0.9994385,0.000092349204,0.00007788642,0.00020154784,0.0000602305,0.00012948742],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038348322,0.0001117867,0.00023912951,0.00012672108,0.00035400302,0.00040951962,0.0002543656,0.00008764184,0.008316095],"category_scores_gemma":[0.000052872503,0.00014394692,0.00006512282,0.00050376187,0.00010660808,0.0005624011,0.000036064917,0.00019901145,0.00022904067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003697915,0.000017815217,0.8971977,0.000018876406,0.000006446315,0.00001836191,0.00016130012,0.00030145244,0.000037715403,2.9660958e-7,0.062155712,0.0400806],"study_design_scores_gemma":[0.0007293476,0.00005425483,0.5757018,0.0002501934,0.0000056859,0.000103064405,0.001742163,0.40382954,0.00010730284,0.0013236942,0.015744714,0.00040827692],"about_ca_topic_score_codex":0.77251154,"about_ca_topic_score_gemma":0.055798683,"teacher_disagreement_score":0.7167129,"about_ca_system_score_codex":0.000017862789,"about_ca_system_score_gemma":0.00005856647,"threshold_uncertainty_score":0.9925904},"labels":[],"label_agreement":null},{"id":"W2135683204","doi":"10.1190/segam2012-1597.1","title":"Interpretation of multipath-analysis localizations of microseismic data: An Alberta Montney shale example","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Devon Energy (Canada)","funders":"","keywords":"Microseism; Geology; Interpretation (philosophy); Oil shale; Shale gas; Petroleum engineering; Computer science; Seismology; Geophysics; Remote sensing; Paleontology; Programming language","score_opus":0.04128481983830762,"score_gpt":0.27033403677073675,"score_spread":0.22904921693242913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135683204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6923683,0.0004127099,0.29799715,0.00011298236,0.00015504236,0.00016502717,0.000381681,0.00007061118,0.0083364695],"genre_scores_gemma":[0.9885901,0.000019508812,0.0089804195,0.00035428107,0.00001485865,3.2498497e-7,0.0016474087,0.0000022159888,0.00039085123],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992261,0.00006719763,0.00026677243,0.0001684797,0.00012958157,0.00014186786],"domain_scores_gemma":[0.99912953,0.00011951487,0.0001242693,0.00049532857,0.000056499455,0.00007485089],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003262596,0.000073627925,0.00018192222,0.00018429942,0.000039822073,0.00001112195,0.00031379543,0.000038369202,0.0015414717],"category_scores_gemma":[0.0000550955,0.000060213377,0.00005287545,0.00038942034,0.00008066149,0.0007236427,0.000023731674,0.000038637405,0.000022007853],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018866825,0.000096018644,0.95618993,0.000021404694,0.00014959698,1.1779688e-7,0.0019667435,0.0026568915,0.00039223494,0.00010306273,0.0048721093,0.03353305],"study_design_scores_gemma":[0.00007915837,0.00003924534,0.04824824,0.0000062793915,0.00019942914,0.0000012153414,0.0005062876,0.94076455,0.006680255,0.0000605509,0.0033219839,0.00009283082],"about_ca_topic_score_codex":0.20502122,"about_ca_topic_score_gemma":0.0027987182,"teacher_disagreement_score":0.9381076,"about_ca_system_score_codex":0.0000019819968,"about_ca_system_score_gemma":0.00001685267,"threshold_uncertainty_score":0.99937123},"labels":[],"label_agreement":null},{"id":"W2135769983","doi":"10.1071/aseg2012ab181","title":"Simultaneous sources: The inaugural full-field, marine seismic case history from Australia","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Computer science; Inversion (geology); Data set; Data quality; Sampling (signal processing); Data mining; Data acquisition; Data processing; Field (mathematics); Set (abstract data type); Data collection; Algorithm; Seismology; Engineering; Geology; Artificial intelligence; Telecommunications; Mathematics; Statistics; Database; Detector","score_opus":0.02304612866708598,"score_gpt":0.23472159467028814,"score_spread":0.21167546600320217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135769983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897887,0.0007867614,0.00007241346,0.000849681,0.0011487462,0.00015771843,0.000055231652,0.00021802765,0.006922719],"genre_scores_gemma":[0.9913141,0.000032746324,0.00083587755,0.0048542474,0.0004558693,0.0000017660253,0.0001339635,0.000008129404,0.0023632816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985282,0.00009062711,0.00029755567,0.00026121983,0.00026945982,0.00055297813],"domain_scores_gemma":[0.99845695,0.0006946034,0.00015636574,0.00040168688,0.000035811114,0.00025457167],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035654468,0.00022658845,0.00017821214,0.0000689149,0.00020916284,0.000049473674,0.00030767257,0.00012905199,0.008531615],"category_scores_gemma":[0.000167527,0.00015904933,0.00009511551,0.00008134335,0.00014021706,0.00037456042,0.000031767067,0.0004407518,0.0011742068],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014179155,0.00011576459,0.008093173,0.000019382504,0.00006592689,0.0025461707,0.001471143,0.0016876403,0.000099680154,0.00003294664,0.15830535,0.827421],"study_design_scores_gemma":[0.0005285796,0.00026556954,0.14319217,0.000036707905,0.00012132351,0.0038656394,0.0016853213,0.022802278,0.004297165,0.0015075862,0.8209206,0.00077706075],"about_ca_topic_score_codex":0.09217416,"about_ca_topic_score_gemma":0.0007157712,"teacher_disagreement_score":0.826644,"about_ca_system_score_codex":0.000033217508,"about_ca_system_score_gemma":0.000044178898,"threshold_uncertainty_score":0.9996035},"labels":[],"label_agreement":null},{"id":"W2136087526","doi":"10.1109/ccece.2005.1556921","title":"Stepped frequency seismic method with acquisition time optimization","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Seismic vibrator; Chirp; Classification of discontinuities; SIGNAL (programming language); Acoustics; Amplitude; Harmonic; Reflection (computer programming); Frequency band; Discontinuity (linguistics); Computer science; Time–frequency analysis; Geology; Optics; Physics; Radar; Bandwidth (computing); Mathematics; Telecommunications","score_opus":0.00485418718626938,"score_gpt":0.1962306016745142,"score_spread":0.19137641448824483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136087526","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048551904,0.0000846797,0.8808659,0.00055159023,0.00003863676,0.00012932693,0.000013974459,0.00038960192,0.11307114],"genre_scores_gemma":[0.40496784,0.000011324906,0.5878936,0.0025706724,0.0000777592,0.0000010846238,0.00042566654,0.000004858789,0.0040471833],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999322,0.00006170479,0.00011893665,0.00018113668,0.00015583738,0.0001603931],"domain_scores_gemma":[0.999712,0.000042090225,0.000048783677,0.00011986831,0.000041498057,0.000035752168],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018204538,0.00009309549,0.000089357076,0.00008530391,0.0001008139,0.000049365684,0.00008823282,0.000043341828,0.007177149],"category_scores_gemma":[0.0000029922044,0.00006642275,0.000022360555,0.00017975432,0.00003280644,0.00028805842,0.0000028396234,0.000054860928,0.0002784823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007700393,0.000048441565,0.037237994,0.000022601158,0.000021254793,0.000035829784,0.000058499856,0.775739,0.0004133705,0.0003603787,0.09157848,0.09440711],"study_design_scores_gemma":[0.00016393993,0.000093200775,0.002526164,0.000009543691,0.0000103431385,0.00003218827,0.000014662124,0.99191254,0.0024490224,0.0012456644,0.0014108433,0.00013187196],"about_ca_topic_score_codex":0.013747789,"about_ca_topic_score_gemma":0.000025119876,"teacher_disagreement_score":0.40011266,"about_ca_system_score_codex":0.0000054617562,"about_ca_system_score_gemma":0.000024875495,"threshold_uncertainty_score":0.9937304},"labels":[],"label_agreement":null},{"id":"W2136089348","doi":"10.1002/2014gl061644","title":"A 3‐D spectral‐element and frequency‐wave number hybrid method for high‐resolution seismic array imaging","year":2014,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Waveform; Geology; Seismology; Spectral element method; Subduction; Scattering; Reflection (computer programming); Seismic wave; Resolution (logic); Plane wave; Acoustics; Optics; Finite element method; Computer science; Physics; Telecommunications","score_opus":0.024613013329622544,"score_gpt":0.29499813561629545,"score_spread":0.2703851222866729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136089348","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4485054,0.00006725596,0.50055057,0.04619682,0.00029133254,0.00071229605,0.00009896786,0.0002102704,0.0033670815],"genre_scores_gemma":[0.92185044,0.000014459818,0.069746196,0.007690833,0.00044123316,0.000014992235,0.00009467857,0.000009313307,0.00013784606],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976046,0.00038453477,0.00018704815,0.0004934102,0.00054765574,0.00078274583],"domain_scores_gemma":[0.99865234,0.00077148556,0.000045397046,0.0002491891,0.00008435587,0.00019724765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015423548,0.0001589489,0.00019989647,0.0001327388,0.0003765641,0.00014305058,0.00020843152,0.000026754911,0.00024232731],"category_scores_gemma":[0.00019751774,0.0001366473,0.00007526284,0.0001851595,0.0002743621,0.00025342623,0.000026521653,0.0003785158,0.00019133273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019723884,0.00008957832,0.012764814,0.00016366702,0.000078274614,0.000042291802,0.00040029644,0.0002389032,0.075724274,0.0059373556,0.34139547,0.56296784],"study_design_scores_gemma":[0.0011431853,0.00038527194,0.027320366,0.000095433534,0.00003305489,0.000051402552,0.00016702226,0.6911541,0.050737813,0.15540679,0.07284389,0.0006616303],"about_ca_topic_score_codex":0.01564205,"about_ca_topic_score_gemma":0.000018145218,"teacher_disagreement_score":0.6909152,"about_ca_system_score_codex":0.000026812846,"about_ca_system_score_gemma":0.000032411393,"threshold_uncertainty_score":0.99091285},"labels":[],"label_agreement":null},{"id":"W2136425900","doi":"10.1111/1365-2478.12236","title":"3D seismic imaging of the Lalor volcanogenic massive sulphide deposit, Manitoba, Canada","year":2015,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hudbay Minerals (Canada); Geological Survey of Canada","funders":"","keywords":"Geology; Felsic; Mafic; Volcanogenic massive sulfide ore deposit; Volcanic rock; Geochemistry; Volcanism; Borehole; Volcano; Seismology; Lava; Petrology; Mineralogy; Geophysics; Tectonics; Paleontology; Pyrite","score_opus":0.011433093155267002,"score_gpt":0.18709187374614664,"score_spread":0.17565878059087964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136425900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922854,0.00017414275,0.00019118734,0.0011014071,0.00061730796,0.00018368414,0.00002295565,0.000080993406,0.0053429264],"genre_scores_gemma":[0.99776417,0.0000015392229,0.0005321236,0.0012718738,0.00020489361,0.000001250179,0.000007698854,0.000005900635,0.00021054367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877656,0.00005771918,0.00021112595,0.00023910009,0.0003959204,0.00031957537],"domain_scores_gemma":[0.999312,0.00008262349,0.00014732541,0.00024785442,0.00009863895,0.00011159633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016246729,0.00013513898,0.00017136484,0.000027560623,0.00020060374,0.000035557354,0.00033428115,0.000023563913,0.00002946671],"category_scores_gemma":[0.00011931989,0.00009562783,0.00006889315,0.00025388636,0.00010355395,0.0001448017,0.000049597395,0.00023516081,0.000026698786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023921752,0.000020328944,0.9370345,0.000029652758,0.000025740103,0.000027697797,0.0003524803,0.0012205262,0.00047486997,0.000052887972,0.018085744,0.042651683],"study_design_scores_gemma":[0.00070953683,0.000112579764,0.5144056,0.00016416515,0.000081212354,0.00008269898,0.0032422792,0.41208574,0.05500475,0.0070861173,0.006372704,0.0006526249],"about_ca_topic_score_codex":0.9160674,"about_ca_topic_score_gemma":0.17286292,"teacher_disagreement_score":0.7432045,"about_ca_system_score_codex":0.000053647007,"about_ca_system_score_gemma":0.0002920232,"threshold_uncertainty_score":0.8422302},"labels":[],"label_agreement":null},{"id":"W2136551174","doi":"10.1111/j.1365-246x.2005.02695.x","title":"A one-way wave equation for modelling seismic waveform variations due to elastic heterogeneity","year":2005,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Wavefront; Diffraction; Propagator; Extrapolation; Physics; Wave propagation; Seismic wave; Scattering; Isotropy; Computational physics; Optics; Statistical physics; Mathematical analysis; Geophysics; Mathematics","score_opus":0.046189602318783995,"score_gpt":0.25546841834571477,"score_spread":0.20927881602693077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136551174","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13308899,0.000010924985,0.8591039,0.005716871,0.00056656625,0.00013403568,0.000083499006,0.00005002577,0.0012451606],"genre_scores_gemma":[0.9349808,0.000010111159,0.06002324,0.0030669605,0.0015314182,0.000004126755,0.0001067422,0.000005430279,0.0002711386],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988393,0.00002973925,0.0002964275,0.00019431407,0.00039129847,0.00024888868],"domain_scores_gemma":[0.9992436,0.00015755276,0.00011732084,0.000088436704,0.00022219043,0.00017085335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026923852,0.000113648595,0.00013613136,0.00016325386,0.00024750095,0.00016617123,0.0002292092,0.00004729309,0.0004060215],"category_scores_gemma":[0.00006595369,0.000104668914,0.00013517818,0.00009871235,0.000023423907,0.00048689943,0.000016163027,0.00020045937,0.00035328147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016259942,0.00015544146,0.00034912955,0.000007174522,0.00012993906,0.000006900639,0.00041432073,0.5248123,0.00030455823,0.0024376244,0.005223976,0.4659961],"study_design_scores_gemma":[0.00024606157,0.00011262039,0.0029083637,0.000026306745,0.00001750987,0.000059531816,0.000017023465,0.96560925,0.0010794098,0.016789993,0.012999446,0.00013445744],"about_ca_topic_score_codex":0.00029037448,"about_ca_topic_score_gemma":0.00001358441,"teacher_disagreement_score":0.80189186,"about_ca_system_score_codex":0.000050802344,"about_ca_system_score_gemma":0.000048268972,"threshold_uncertainty_score":0.45408362},"labels":[],"label_agreement":null},{"id":"W2136574244","doi":"10.1190/1.3008547","title":"f - x adaptive seismic-trace interpolation","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Interpolation (computer graphics); Seismic trace; Algorithm; Stairstep interpolation; Adaptive filter; TRACE (psycholinguistics); Filter (signal processing); Computer science; Bilinear interpolation; Inverse quadratic interpolation; Linear interpolation; Mathematics; Multivariate interpolation; Applied mathematics; Pattern recognition (psychology); Artificial intelligence; Wavelet; Computer vision","score_opus":0.018814495435639907,"score_gpt":0.20252656724762566,"score_spread":0.18371207181198576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136574244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92346704,0.00021269121,0.020054722,0.0005159226,0.00048684256,0.00013389725,0.000039480507,0.00037710817,0.054712277],"genre_scores_gemma":[0.9946949,0.00003519555,0.002852899,0.0012984585,0.00011365622,3.65254e-7,0.00003342729,0.0000023295563,0.0009687817],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949414,0.000022442882,0.00008284939,0.00013262367,0.00012426043,0.0001437123],"domain_scores_gemma":[0.999738,0.000033600023,0.000039965853,0.000116171075,0.000028785005,0.000043483513],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048292415,0.00007474046,0.00007600617,0.00003417014,0.00014242514,0.000010655299,0.000103146434,0.000029736751,0.0003215026],"category_scores_gemma":[0.000006811497,0.0000668781,0.000039610477,0.00012046541,0.000073989875,0.00022981806,0.0000064268675,0.000100464786,0.00079836405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011358142,0.000070504866,0.115302354,0.000015536742,0.000045495413,0.000068685935,0.0032226557,0.0015622128,0.00030123687,0.00063956965,0.2336447,0.64501345],"study_design_scores_gemma":[0.0002749571,0.00026819005,0.15829055,0.000027536602,0.000013657636,0.00006794287,0.00043060468,0.7373196,0.0026048517,0.014073027,0.0862173,0.00041180555],"about_ca_topic_score_codex":0.0030223501,"about_ca_topic_score_gemma":0.000005616672,"teacher_disagreement_score":0.73575735,"about_ca_system_score_codex":0.0000026725988,"about_ca_system_score_gemma":0.000025372063,"threshold_uncertainty_score":0.9999796},"labels":[],"label_agreement":null},{"id":"W2136613599","doi":"10.1190/1.3223623","title":"Wide-area imaging from OBS multiples","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ocean Networks Canada Society; University of Victoria; Geological Survey of Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Multiple; Geology; Seafloor spreading; Prestack; Reflection (computer programming); Submarine pipeline; Seismology; Seabed; Ocean bottom; Seismometer; Optics; Geodetic datum; Geodesy; Remote sensing; Computer science; Physics; Geophysics; Mathematics","score_opus":0.010943272730220959,"score_gpt":0.19266116652939394,"score_spread":0.18171789379917297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136613599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94846857,0.0015062686,0.0076203607,0.003276919,0.0006206667,0.00017918974,0.0001690583,0.00086571946,0.037293248],"genre_scores_gemma":[0.98774606,0.000058802143,0.0040723984,0.007692582,0.00010138255,2.027676e-7,0.00017173687,0.0000022789152,0.00015455544],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99929976,0.000021157804,0.00010766165,0.00020092739,0.00015319225,0.00021729677],"domain_scores_gemma":[0.9995698,0.00009668751,0.000043666983,0.0001992354,0.00002490464,0.00006574925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005754272,0.00010946989,0.00010970089,0.000032556138,0.000117908945,0.00005878174,0.00018385914,0.000024136185,0.00043903876],"category_scores_gemma":[0.00002512288,0.00009561926,0.000055354514,0.00010716941,0.00004440171,0.00025166638,0.0000063112257,0.000106644475,0.000463044],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000110248075,0.000016757562,0.10739181,0.000001920365,0.0000053900812,0.000022626582,0.00021968379,0.000070589704,0.00028202817,0.00006111229,0.03888008,0.85303694],"study_design_scores_gemma":[0.00031578486,0.00007042683,0.68592864,0.00004614603,0.000021797849,0.0000051090133,0.00023482503,0.1699759,0.006729337,0.0580332,0.07819138,0.00044742905],"about_ca_topic_score_codex":0.00739521,"about_ca_topic_score_gemma":0.000015468182,"teacher_disagreement_score":0.85258955,"about_ca_system_score_codex":0.0000028980085,"about_ca_system_score_gemma":0.000016891507,"threshold_uncertainty_score":0.99921465},"labels":[],"label_agreement":null},{"id":"W2136624369","doi":"10.1190/1.1598108","title":"Amplitude and AVO responses of a single thin bed","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"American Chemical Society Petroleum Research Fund","keywords":"Amplitude; Wavelength; Polarity reversal; Reflection (computer programming); Polarity (international relations); Optics; Amplitude versus offset; Materials science; Angle of incidence (optics); Physics; Chemistry","score_opus":0.018292261544360464,"score_gpt":0.21408932395448282,"score_spread":0.19579706241012235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136624369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99130017,0.00023683245,0.0002036546,0.000093550756,0.00007059985,0.00004361227,0.000018111734,0.00004454051,0.007988942],"genre_scores_gemma":[0.9962966,0.00002491543,0.0028524566,0.00053589727,0.00001313718,1.8796106e-7,0.0000069547777,0.0000015616525,0.0002683274],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955875,0.00005252919,0.000083936175,0.00010339801,0.00009352435,0.000107883585],"domain_scores_gemma":[0.99969435,0.000099301666,0.00003956727,0.00011123685,0.000021347509,0.000034208348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014034333,0.00005652801,0.00008832609,0.00003094756,0.000051153012,0.000016370648,0.00005665241,0.000022921738,0.00012244361],"category_scores_gemma":[0.000055239223,0.000048130456,0.00002209253,0.00009040006,0.00008424069,0.000084518084,0.000004372882,0.000047495116,0.000025923364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032413736,0.0002911205,0.5816973,0.00020053718,0.00009343181,0.00003117029,0.004720516,0.0001853693,0.028656177,0.013216458,0.028764581,0.3418192],"study_design_scores_gemma":[0.0012064071,0.0013278445,0.29576835,0.00015424025,0.00007613732,0.00006148655,0.0016607882,0.0062022726,0.30719814,0.20481591,0.18053907,0.0009893697],"about_ca_topic_score_codex":0.0010142161,"about_ca_topic_score_gemma":0.0000064438864,"teacher_disagreement_score":0.34082985,"about_ca_system_score_codex":0.000001077846,"about_ca_system_score_gemma":0.000019837233,"threshold_uncertainty_score":0.1962703},"labels":[],"label_agreement":null},{"id":"W2136657322","doi":"10.1190/1.1839704","title":"Converted wave seismic exploration &amp; static correction","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Seismology; Computer science","score_opus":0.03374632966747389,"score_gpt":0.22554155818784613,"score_spread":0.19179522852037223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136657322","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37509578,0.00007124072,0.56738174,0.0062127262,0.0024875957,0.00033854795,0.000015017561,0.0009071773,0.0474902],"genre_scores_gemma":[0.987797,0.000046363322,0.004272085,0.004944404,0.000036018773,9.340668e-7,0.0001513388,0.0000023971108,0.0027494351],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994169,0.000027240805,0.00012467378,0.0001483255,0.00013845469,0.00014442936],"domain_scores_gemma":[0.9997267,0.00003080634,0.000038717953,0.000111714144,0.000035414676,0.00005665183],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000117824624,0.000078670746,0.00007496966,0.000082359285,0.00010402674,0.000041544656,0.000053819505,0.00003637702,0.0020539018],"category_scores_gemma":[0.000027118585,0.00006455597,0.00002671003,0.00015353637,0.00004169537,0.00031195482,0.0000029217342,0.000081287464,0.0013427159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081114165,0.00006640494,0.009561944,0.000026289277,0.000031249223,0.000015822237,0.0024207374,0.030061666,0.0004785744,0.0002551443,0.3094501,0.64755094],"study_design_scores_gemma":[0.0009431371,0.00027496522,0.0065957457,0.00005681826,0.000023606159,0.00008413952,0.001533289,0.7720324,0.020061733,0.029562464,0.16834867,0.00048304364],"about_ca_topic_score_codex":0.01207858,"about_ca_topic_score_gemma":0.0002800929,"teacher_disagreement_score":0.7419707,"about_ca_system_score_codex":0.000010372601,"about_ca_system_score_gemma":0.000038814833,"threshold_uncertainty_score":0.9994348},"labels":[],"label_agreement":null},{"id":"W2136842429","doi":"10.1190/1.2227617","title":"Linearized amplitude variation with offset (AVO) inversion with supercritical angles","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Amplitude versus offset; Amplitude; Inversion (geology); Offset (computer science); Supercritical fluid; Reflection coefficient; Geology; Geodesy; Optics; Physics; Seismology; Computer science; Thermodynamics","score_opus":0.005947536286686098,"score_gpt":0.1755730829393439,"score_spread":0.1696255466526578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136842429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98775584,0.000030336578,0.0066211824,0.00056545675,0.00008415966,0.00012400911,0.00003388072,0.00021270003,0.004572461],"genre_scores_gemma":[0.99014115,0.000007523822,0.008270075,0.0008810489,0.00015172723,7.377648e-7,0.00041234342,0.0000049541413,0.00013041604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916315,0.000034970148,0.0001037381,0.00021765906,0.00026163828,0.00021884762],"domain_scores_gemma":[0.99961114,0.000060512226,0.000018188983,0.00016603137,0.0000900085,0.000054104385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000794287,0.00012093802,0.00012618043,0.0000465331,0.00014528238,0.00006687995,0.00010269385,0.000046112666,0.00016771276],"category_scores_gemma":[0.000007265221,0.000083658546,0.000023422306,0.0002509656,0.00010921193,0.000270347,0.0000069652715,0.00011813861,0.0001325906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002042843,0.0006158916,0.8202743,0.00021209684,0.00014088402,0.00019534478,0.0010772699,0.0062611736,0.006373128,0.010008348,0.079276584,0.07352212],"study_design_scores_gemma":[0.0029056075,0.0022296384,0.70821244,0.00019999503,0.00017658957,0.00007587328,0.00047220135,0.20005396,0.012896174,0.023548178,0.047917705,0.0013116675],"about_ca_topic_score_codex":0.01257515,"about_ca_topic_score_gemma":0.00011365599,"teacher_disagreement_score":0.19379279,"about_ca_system_score_codex":0.0000057438156,"about_ca_system_score_gemma":0.000049049864,"threshold_uncertainty_score":0.9940002},"labels":[],"label_agreement":null},{"id":"W2137180606","doi":"10.1190/geo2013-0077.1","title":"High-resolution prestack seismic inversion using a hybrid FISTA least-squares strategy","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Agencia Nacional de Promoción Científica y Tecnológica; Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Algorithm; Computer science; Synthetic data; Regularization (linguistics); Wavelet; Quadratic equation; Mathematical optimization; Mathematics; Artificial intelligence; Geology; Geometry","score_opus":0.017240866174224483,"score_gpt":0.20534947856228097,"score_spread":0.18810861238805648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137180606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948981,0.00012664981,0.0026226875,0.00028433575,0.0002871918,0.00021600007,0.00007493092,0.0002084195,0.001281722],"genre_scores_gemma":[0.99663734,0.0000329256,0.0014845715,0.0010624834,0.00017079078,0.0000013630955,0.00021408456,0.0000066116086,0.00038982328],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886763,0.00006814457,0.00017725477,0.0002792585,0.0002519747,0.00035575576],"domain_scores_gemma":[0.99942315,0.0000413797,0.00009731516,0.00025282046,0.00007519617,0.00011011814],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008503123,0.00016820215,0.00015565085,0.00007476864,0.00026687712,0.00012239051,0.000215636,0.00005171996,0.00091382326],"category_scores_gemma":[0.000012071312,0.00015223368,0.00006549868,0.00016653049,0.00010440906,0.00067930954,0.000024869685,0.00017062726,0.0010741833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008844057,0.00013406157,0.026651738,0.00017146845,0.0000729886,0.00004073303,0.00043366576,0.06575409,0.0037942121,0.00043939665,0.4124194,0.4899998],"study_design_scores_gemma":[0.0002347148,0.00015398335,0.016474204,0.000043295873,0.00002135787,0.0000106366,0.0001981269,0.9584809,0.0032300972,0.013970498,0.0068709543,0.0003112484],"about_ca_topic_score_codex":0.07221043,"about_ca_topic_score_gemma":0.000018701627,"teacher_disagreement_score":0.8927268,"about_ca_system_score_codex":0.000014489096,"about_ca_system_score_gemma":0.0000620763,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W2137580029","doi":"10.1190/1.3627492","title":"Uncertainty in surface microseismic monitoring","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Event (particle physics); Computer science; Noise (video); Position (finance); Measurement uncertainty; Data mining; Artificial intelligence; Geology; Seismology; Statistics; Mathematics; Physics","score_opus":0.0331938367944225,"score_gpt":0.2241255956490172,"score_spread":0.1909317588545947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137580029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9260424,0.00013281185,0.000082316685,0.000083469575,0.00021229434,0.000046422785,0.0000027090766,0.00012298193,0.07327459],"genre_scores_gemma":[0.9932838,0.000045548248,0.005345342,0.0005250084,0.00001712641,1.3054175e-7,0.0000038214544,0.0000014755822,0.0007777231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994853,0.000023739094,0.000103452374,0.00013437701,0.00007033152,0.00018278304],"domain_scores_gemma":[0.9997863,0.000022678501,0.000018421548,0.00010432043,0.000010724584,0.000057509344],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016845111,0.00006480758,0.000070669164,0.00004882758,0.000040809737,0.000012575107,0.00013797446,0.00003234061,0.0025805314],"category_scores_gemma":[0.000010298543,0.000052371175,0.000020819161,0.00012335567,0.000036754383,0.00012990253,0.000005991197,0.00008715577,0.00027187623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000993481,0.0000071130326,0.9690972,0.0000024919445,0.0000014728129,0.000007911699,0.00037545495,0.0002811112,0.00012908554,0.000013235638,0.0019253759,0.028149603],"study_design_scores_gemma":[0.00037410358,0.00010666439,0.8540142,0.000053241365,0.0000044622943,0.00001694731,0.001846159,0.047175396,0.072725065,0.003370661,0.019902676,0.00041037129],"about_ca_topic_score_codex":0.06651682,"about_ca_topic_score_gemma":0.000104763116,"teacher_disagreement_score":0.115082964,"about_ca_system_score_codex":0.0000039234865,"about_ca_system_score_gemma":0.000018593524,"threshold_uncertainty_score":0.99833125},"labels":[],"label_agreement":null},{"id":"W2137714710","doi":"10.48550/arxiv.1205.3752","title":"Revisiting Homomorphic Wavelet Estimation and Phase Unwrapping","year":2012,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Wavelet; Deconvolution; Computer science; Blind deconvolution; Phase (matter); Algorithm; Homomorphic encryption; Homomorphic filtering; Phase unwrapping; Estimator; Mathematical optimization; Mathematics; Artificial intelligence; Statistics; Image (mathematics); Optics; Image enhancement; Physics","score_opus":0.07297120920261528,"score_gpt":0.19903680863735512,"score_spread":0.12606559943473983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137714710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92850953,0.00071673695,0.06486967,0.0002220093,0.00033983367,0.00024685825,0.00006834172,0.00048441958,0.004542599],"genre_scores_gemma":[0.99687976,0.0004652554,0.0018526029,0.00029365838,0.0001265606,9.48434e-8,0.00014757758,0.000007873335,0.0002266218],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889505,0.00010586057,0.00015823783,0.00048019367,0.000067657085,0.00029301553],"domain_scores_gemma":[0.999188,0.00009450064,0.00019692011,0.00031028478,0.00004977085,0.00016049732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039136285,0.0002167762,0.00023993204,0.00019937713,0.00022458054,0.00007924965,0.00024997568,0.00017553884,0.00038020467],"category_scores_gemma":[0.000042001597,0.00023564443,0.000076327306,0.0001967052,0.00013660906,0.00032971773,0.00010979106,0.00042666256,0.00011914681],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018716381,0.00011472107,0.12006971,0.0010664373,0.00023142059,0.00044186902,0.0010368463,0.06269363,0.00007662715,0.0055079423,0.005606845,0.8029668],"study_design_scores_gemma":[0.00036060018,0.000027215621,0.003071622,0.00022567996,0.000094853436,0.00001729005,0.00014353608,0.98756444,0.00012253334,0.00611402,0.0019089913,0.0003492418],"about_ca_topic_score_codex":0.0015361976,"about_ca_topic_score_gemma":0.000005438708,"teacher_disagreement_score":0.9248708,"about_ca_system_score_codex":0.000017756098,"about_ca_system_score_gemma":0.000048578608,"threshold_uncertainty_score":0.9609301},"labels":[],"label_agreement":null},{"id":"W2137729265","doi":"10.1190/1.1444951","title":"Reflection waveform inversion using local descent methods: Estimating attenuation and velocity over a gas-sand deposit","year":2000,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":151,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Geology; Inversion (geology); Attenuation; Nonlinear system; Synthetic data; Reflection (computer programming); Amplitude; Inverse problem; Geodesy; Seismology; Algorithm; Optics; Mathematical analysis; Mathematics; Computer science; Physics; Tectonics","score_opus":0.02542961340481922,"score_gpt":0.27916470873942406,"score_spread":0.25373509533460487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137729265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8609262,0.0000672618,0.13767385,0.000060681967,0.00013247979,0.00008763448,0.000004047482,0.00008604818,0.0009617899],"genre_scores_gemma":[0.8360142,0.000043498447,0.16306727,0.0006856145,0.00010320881,4.0366305e-7,0.000035584406,0.000004142322,0.000046047],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923533,0.00007478668,0.00013792823,0.00020752329,0.00015655822,0.0001878938],"domain_scores_gemma":[0.999702,0.000045356264,0.000058241814,0.000102302525,0.000027157088,0.000064995074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023556559,0.00010860813,0.00011261079,0.000044780896,0.00030212532,0.00005779755,0.000058045523,0.00005696229,0.00019882411],"category_scores_gemma":[0.000011885736,0.00009763668,0.000032504275,0.00017462311,0.000075244774,0.0003589916,0.000010052048,0.00012659641,0.0000314235],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023454235,0.0000073089855,0.005058116,0.000017536773,0.0000056020835,0.000001830148,0.00022922791,0.0012696759,0.0005641546,0.00000313444,0.00025161557,0.9925683],"study_design_scores_gemma":[0.00015664248,0.000056841753,0.013064075,0.000051294122,0.00002259919,0.000019170848,0.000058956233,0.9747249,0.008339383,0.0027172077,0.00065321045,0.00013571772],"about_ca_topic_score_codex":0.010592945,"about_ca_topic_score_gemma":0.0000166905,"teacher_disagreement_score":0.99243265,"about_ca_system_score_codex":0.00002523642,"about_ca_system_score_gemma":0.000019888588,"threshold_uncertainty_score":0.9959956},"labels":[],"label_agreement":null},{"id":"W2138579631","doi":"10.1190/1.1500381","title":"Multiresolution modeling and seismic wavefield reconstruction in attenuating media","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"U.S. Department of State","keywords":"Wave propagation; Multiresolution analysis; Scaling; Scale (ratio); Kernel (algebra); Inversion (geology); Geology; Algorithm; Computer science; Wavelet; Geometry; Seismology; Optics; Wavelet transform; Mathematics; Physics","score_opus":0.024846569401238236,"score_gpt":0.19177277706900583,"score_spread":0.1669262076677676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138579631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952801,0.00020859111,0.001755577,0.00029626483,0.00016792597,0.000046554687,0.000004687775,0.00006279567,0.0021774906],"genre_scores_gemma":[0.9970813,0.000149664,0.0022337525,0.00041659092,0.00007331318,4.2388382e-7,0.000010818357,0.0000017696673,0.000032367305],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995058,0.000023062796,0.000110681474,0.00013957603,0.00008023623,0.00014064832],"domain_scores_gemma":[0.99981123,0.00004739667,0.000029250257,0.00006858694,0.000013250139,0.000030260237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009362753,0.000062342144,0.00007395481,0.00005524136,0.00007422824,0.000020176847,0.000042303156,0.00004020609,0.00009507565],"category_scores_gemma":[0.00002618132,0.000060288803,0.000015480566,0.00010294524,0.000030558476,0.0002067766,0.0000059171675,0.00012106445,0.000050210623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002425757,0.0000040169916,0.017729007,0.000005915881,0.0000013481094,0.0000016983211,0.00052456814,0.0040725763,0.000038234695,0.000012283267,0.00022413293,0.9773838],"study_design_scores_gemma":[0.000104891005,0.000012087235,0.0035649142,0.000027990929,0.0000023186008,0.000009313886,0.00023681787,0.99304533,0.00008284537,0.0027441902,0.00009408759,0.000075219796],"about_ca_topic_score_codex":0.004571136,"about_ca_topic_score_gemma":0.000058826754,"teacher_disagreement_score":0.9889727,"about_ca_system_score_codex":0.0000036430483,"about_ca_system_score_gemma":0.0000034740162,"threshold_uncertainty_score":0.6910221},"labels":[],"label_agreement":null},{"id":"W2138918719","doi":"10.1111/gfl.12160","title":"Fluid mapping in deeply buried <scp>O</scp>rdovician paleokarst reservoirs in the <scp>T</scp>arim <scp>B</scp>asin, western <scp>C</scp>hina","year":2015,"lang":"en","type":"article","venue":"Geofluids","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Science Foundation of China University of Petroleum, Beijing; National Key Research and Development Program of China; China Scholarship Council","keywords":"Geology; Karst; Carbonate; Petroleum engineering; Carbonate rock; Seismic inversion; Anisotropy; Petrology; Geochemistry; Azimuth; Paleontology; Chemistry","score_opus":0.03177236899910864,"score_gpt":0.23628535776954904,"score_spread":0.20451298877044038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138918719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92099106,0.0068870517,0.0005729732,0.0012630944,0.001417518,0.0012663938,0.00019328305,0.0007957304,0.0666129],"genre_scores_gemma":[0.96995884,0.0013530316,0.0016858436,0.013571983,0.0011795362,0.00008083524,0.0008372406,0.0001275245,0.011205169],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99003834,0.0012732188,0.0017266143,0.0018046723,0.002042994,0.0031141732],"domain_scores_gemma":[0.9910328,0.0051987907,0.0005147778,0.0019608047,0.00038178696,0.00091103715],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00565376,0.0012294734,0.0012740883,0.0014610665,0.0007937212,0.0009083855,0.0031281575,0.000842306,0.00004734436],"category_scores_gemma":[0.007145685,0.0010507692,0.00040641963,0.0029019827,0.00074821623,0.0015241451,0.00039684313,0.0019515144,0.0016911519],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064811165,0.00021609505,0.5078531,0.00014079115,0.00007704442,0.00045312068,0.026079481,0.0005714619,0.0004368324,0.000117224925,0.45996118,0.004087227],"study_design_scores_gemma":[0.0018409895,0.00056074036,0.16240056,0.00041476623,0.00007306708,0.00018074231,0.046482604,0.009503896,0.0023285085,0.0034565018,0.7725743,0.00018329971],"about_ca_topic_score_codex":0.015990788,"about_ca_topic_score_gemma":0.0021736356,"teacher_disagreement_score":0.3454525,"about_ca_system_score_codex":0.00015039375,"about_ca_system_score_gemma":0.00057629775,"threshold_uncertainty_score":0.99919426},"labels":[],"label_agreement":null},{"id":"W2139051872","doi":"10.1111/j.1365-246x.2010.04646.x","title":"Array-conditioned deconvolution of multiple-component teleseismic recordings","year":2010,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deconvolution; Array processing; Blind deconvolution; Computer science; Algorithm; Noise (video); Regularization (linguistics); Seismogram; Data processing; Synthetic data; Seismic array; Overdetermined system; Geology; Signal processing; Seismology; Mathematics; Artificial intelligence; Applied mathematics; Computer vision","score_opus":0.008544784560908297,"score_gpt":0.22000180097360883,"score_spread":0.21145701641270054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139051872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867751,0.000010795673,0.0042963317,0.001462837,0.0022642075,0.000047069312,0.000047558562,0.000041314022,0.005054784],"genre_scores_gemma":[0.99389964,0.000012355925,0.00459597,0.00057206565,0.0006504271,5.173573e-7,0.00007402944,0.0000031232216,0.00019189503],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990442,0.000030533967,0.00028431596,0.00013695618,0.00034247892,0.0001615198],"domain_scores_gemma":[0.9992841,0.00013559753,0.00020845876,0.00009023487,0.00017533278,0.00010626233],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022124355,0.00009496892,0.00012876003,0.00015034237,0.00011933096,0.00005614906,0.00031804637,0.000052375803,0.0024689888],"category_scores_gemma":[0.00011277266,0.00008012644,0.00013009115,0.00007932064,0.000118584234,0.0003696382,0.000009875927,0.00044507816,0.00019276592],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034513744,0.00034222775,0.3367987,0.000017893273,0.00018324255,0.000037858354,0.00035637047,0.0003391955,0.25829366,0.0020402882,0.04303349,0.35821193],"study_design_scores_gemma":[0.0011321426,0.00023127568,0.7359009,0.000063284184,0.000028341541,0.00055823533,0.00017437193,0.07757127,0.072016366,0.05013431,0.061810203,0.00037933484],"about_ca_topic_score_codex":0.0010876249,"about_ca_topic_score_gemma":0.000020098787,"teacher_disagreement_score":0.39910218,"about_ca_system_score_codex":0.000008616703,"about_ca_system_score_gemma":0.000038305556,"threshold_uncertainty_score":0.9984429},"labels":[],"label_agreement":null},{"id":"W2139141422","doi":"10.1002/2014jb011606","title":"The role of lithological layering and pore pressure on fluid‐induced microseismicity","year":2015,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Microseism; Layering; Geology; Hydraulic fracturing; Shear (geology); Fluid pressure; Ultimate tensile strength; Stress field; Fracture (geology); Geotechnical engineering; Pore water pressure; Tension (geology); Shear stress; Petrology; Seismology; Mechanics; Materials science; Structural engineering; Composite material; Engineering","score_opus":0.05628980197617452,"score_gpt":0.32281828985999583,"score_spread":0.26652848788382133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139141422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947614,0.00084091286,0.000011085139,0.0010475591,0.000076487435,0.00007999135,0.000008478617,0.000010138993,0.0031639386],"genre_scores_gemma":[0.9990268,0.0001864528,0.00023268894,0.00013953807,0.00020462974,2.3595618e-7,0.000001274962,0.0000027371525,0.00020566447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998132,0.00032976377,0.00025970262,0.00012918422,0.0008189893,0.00033035985],"domain_scores_gemma":[0.9984724,0.0005863724,0.00012328694,0.00015984016,0.00039133363,0.0002667559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002038826,0.00008866742,0.00022807703,0.00009623769,0.00019367419,0.00008443876,0.00033146777,0.000062020874,0.000021873188],"category_scores_gemma":[0.0007191874,0.000049028964,0.00007566474,0.00018288562,0.0003321137,0.00015924775,0.000048898586,0.0006909486,0.000019160809],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033091556,0.0004443351,0.05971359,0.00007036888,0.00022627493,0.00024790404,0.0024158536,0.0007691834,0.05271077,0.0019871555,0.024520563,0.8535848],"study_design_scores_gemma":[0.0015146808,0.010896667,0.2994813,0.00031038106,0.000042178646,0.0002983623,0.003575917,0.074834615,0.24560642,0.05713164,0.30589586,0.00041198955],"about_ca_topic_score_codex":0.00088461954,"about_ca_topic_score_gemma":0.000004808415,"teacher_disagreement_score":0.85317284,"about_ca_system_score_codex":0.0000035923008,"about_ca_system_score_gemma":0.00012686933,"threshold_uncertainty_score":0.30018663},"labels":[],"label_agreement":null},{"id":"W2139182202","doi":"10.1190/1.1512799","title":"Estimation of quality factors from CMP records","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":266,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; BP (Canada)","funders":"University of British Columbia","keywords":"Geology; Amplitude; Anelastic attenuation factor; Offset (computer science); Vertical seismic profile; Seismology; Wavelet; Geodesy; Quality (philosophy); Factor (programming language); Seismic wave; Computer science; Optics; Physics","score_opus":0.034461330099122764,"score_gpt":0.23701968743455976,"score_spread":0.20255835733543698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139182202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99147666,0.00005938776,0.0010691349,0.00012103578,0.00018588333,0.000034482673,0.0001031453,0.000070920745,0.0068793693],"genre_scores_gemma":[0.9974557,0.000021313761,0.0018659418,0.00027034042,0.000036559213,1.2312728e-7,0.00012185596,0.0000013765291,0.00022677839],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995053,0.00003415911,0.0001306739,0.000103869366,0.00013593755,0.000090083486],"domain_scores_gemma":[0.99963486,0.00009550081,0.00007828309,0.00014351029,0.000017543203,0.000030300978],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006339825,0.00005997475,0.000103202394,0.000021965816,0.000043268676,0.000010916423,0.00009487247,0.000029249204,0.0016557421],"category_scores_gemma":[0.000028044959,0.000050683626,0.000040784875,0.00009521938,0.000041903153,0.00014737305,0.0000043876075,0.000057687597,0.00020084235],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005541922,0.000027019802,0.14190508,0.000011998051,0.000011479235,5.3018834e-7,0.00071065646,0.0003486031,0.00009012848,0.00009134584,0.012124531,0.8446731],"study_design_scores_gemma":[0.0001748703,0.0001017296,0.6552659,0.000026536605,0.000016713117,2.9740931e-7,0.0002632061,0.29386634,0.014913087,0.029667147,0.005457912,0.00024624984],"about_ca_topic_score_codex":0.025531812,"about_ca_topic_score_gemma":0.00001846526,"teacher_disagreement_score":0.8444268,"about_ca_system_score_codex":0.0000018994693,"about_ca_system_score_gemma":0.0000046407126,"threshold_uncertainty_score":0.9992569},"labels":[],"label_agreement":null},{"id":"W2139332234","doi":"10.1190/geo2012-0117.1","title":"3D seismic survey at the Millennium uranium deposit, Saskatchewan, Canada: Mapping depth to basement and imaging post-Athabasca structure near the orebody","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Orthopaedic Innovation Centre; Cameco (Canada)","funders":"Areva","keywords":"Unconformity; Geology; Basement; Uranium ore; Geochemistry; Seismology; Structural basin; Uranium; Geomorphology; Sedimentary rock; Mineralogy","score_opus":0.007897319932230697,"score_gpt":0.18545433806762113,"score_spread":0.17755701813539043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139332234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937464,0.00094939757,0.00040938795,0.0032462792,0.000540037,0.0002870201,0.00043332053,0.00004958228,0.00033859332],"genre_scores_gemma":[0.9769292,0.00001746853,0.00046053107,0.021895306,0.000181333,0.0000019049091,0.0002236493,0.000009376519,0.0002812532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984886,0.00018865848,0.00017410648,0.00025700618,0.00034743486,0.00054419285],"domain_scores_gemma":[0.999064,0.00024237725,0.00007689213,0.00037387322,0.00007114162,0.00017169808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000435259,0.0002152008,0.00015903039,0.000024860896,0.00095716055,0.0001469563,0.00031518246,0.000032734133,0.0001293601],"category_scores_gemma":[0.000023922967,0.00012625549,0.00004017942,0.00021777523,0.00013925797,0.00017888626,0.00009314745,0.00022421117,0.000028744464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033963213,0.000008460609,0.8001349,0.000023028912,0.00003950044,0.000005203432,0.0034840144,0.00027387321,0.00027884872,0.0000019152856,0.12383019,0.07188609],"study_design_scores_gemma":[0.000099209945,0.00002090099,0.92883974,0.000016457798,0.00002244115,0.000030292642,0.0019277527,0.008282653,0.0015594168,0.00001938468,0.0589526,0.00022914632],"about_ca_topic_score_codex":0.9471109,"about_ca_topic_score_gemma":0.8075057,"teacher_disagreement_score":0.13960513,"about_ca_system_score_codex":0.000040713167,"about_ca_system_score_gemma":0.00021871418,"threshold_uncertainty_score":0.7361802},"labels":[],"label_agreement":null},{"id":"W2139558193","doi":"10.1088/1742-2132/8/3/008","title":"A reversible transform for seismic data processing","year":2011,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Texas at Austin; University of Calgary","keywords":"Interpolation (computer graphics); Algorithm; Hartley transform; Discrete Fourier transform (general); Signal processing; Discrete cosine transform; S transform; Fourier transform; Energy (signal processing); Data processing; Multidimensional signal processing; Transformation matrix; Unitary transformation; Matrix (chemical analysis); Computer science; Mathematics; Fractional Fourier transform; Mathematical analysis; Wavelet transform; Discrete wavelet transform; Fourier analysis; Computer vision; Digital signal processing; Image (mathematics); Statistics","score_opus":0.03161079825203518,"score_gpt":0.2079087308557047,"score_spread":0.1762979326036695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139558193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59171176,0.0035281728,0.39943656,0.0006772996,0.0008363831,0.00024513484,0.000100829755,0.0001002389,0.0033635932],"genre_scores_gemma":[0.97708195,0.000135959,0.022522878,0.00011586216,0.00010737523,9.396395e-8,0.0000066239563,0.0000029695418,0.00002629007],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996468,0.000002065939,0.00012200699,0.000062820014,0.00006533638,0.000100999525],"domain_scores_gemma":[0.9997762,0.000017460156,0.00005678149,0.000067872956,0.000033850938,0.00004786217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018575575,0.000054433185,0.00009779971,0.000052578,0.000041162268,0.00002046574,0.00014942234,0.000018502093,0.00001247547],"category_scores_gemma":[0.000008959656,0.000043728112,0.00002639118,0.000057330803,0.000011325756,0.00043774198,0.0000056239287,0.00007764205,8.302697e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055811197,0.000016842647,0.0012720295,0.00020675741,0.00003743012,0.000009332419,0.00087798806,0.0006052563,0.00029569704,0.000040670184,0.0035129588,0.99306923],"study_design_scores_gemma":[0.00042061816,0.00028345425,0.0052747447,0.0001847215,0.00006139655,0.000096119446,0.00023971256,0.94271046,0.00234423,0.003459954,0.0447297,0.00019490861],"about_ca_topic_score_codex":0.00012982717,"about_ca_topic_score_gemma":6.603682e-7,"teacher_disagreement_score":0.9928743,"about_ca_system_score_codex":0.0000015416773,"about_ca_system_score_gemma":0.000021828773,"threshold_uncertainty_score":0.17831807},"labels":[],"label_agreement":null},{"id":"W2139852328","doi":"10.2113/49.3.429","title":"Basement reactivation in the Alberta Basin: Observational constraints and mechanical rationale","year":2001,"lang":"en","type":"article","venue":"Bulletin of Canadian Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Citation; Icon; Geology; Geological survey; Library science; Basement; Structural basin; Archaeology; History; Paleontology","score_opus":0.022402499781565825,"score_gpt":0.20048007494028194,"score_spread":0.1780775751587161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139852328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70095605,0.00008655018,0.00012006118,0.21221638,0.00011511499,0.0001693484,0.00003112546,0.000009980209,0.08629541],"genre_scores_gemma":[0.982218,0.0000704025,0.00057138654,0.01629105,0.000028411778,0.0000026982696,0.00012413958,0.0000012337176,0.00069266104],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932045,0.00010624965,0.00016019384,0.00013025722,0.00011575853,0.00016706758],"domain_scores_gemma":[0.99942243,0.00034634018,0.000048623235,0.00008729703,0.000029128556,0.000066176486],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041486975,0.0000605701,0.00009109802,0.00022647792,0.00006508859,0.000009835176,0.00011267864,0.00005363821,0.00716743],"category_scores_gemma":[0.00014702718,0.00004942567,0.000017099583,0.00011818418,0.00014668888,0.000024700023,0.0000036285394,0.00009264523,0.000034742847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056198423,0.000024055133,0.79057986,0.000008531892,0.0000140549655,0.00003743279,0.0002155603,0.00015608278,0.00002871909,0.022730581,0.16067943,0.025469484],"study_design_scores_gemma":[0.00016904494,0.00005057297,0.27927327,0.0000057118014,0.0000024869178,0.000061449195,0.00016375522,0.0021030852,0.000032897133,0.0010484644,0.7170387,0.00005058026],"about_ca_topic_score_codex":0.7423174,"about_ca_topic_score_gemma":0.382329,"teacher_disagreement_score":0.55635923,"about_ca_system_score_codex":0.000008171054,"about_ca_system_score_gemma":0.0001226511,"threshold_uncertainty_score":0.99374014},"labels":[],"label_agreement":null},{"id":"W2139965983","doi":"10.1190/1.1527085","title":"Analyzing the effectiveness of receiver arrays for multicomponent seismic exploration","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; BP (Canada)","funders":"","keywords":"Geophone; Seismic array; Geology; Bandwidth (computing); Vertical seismic profile; Seismology; Point (geometry); Seismic vibrator; Noise (video); SIGNAL (programming language); Line (geometry); Acoustics; Computer science; Telecommunications; Physics; Mathematics; Image (mathematics); Geometry","score_opus":0.02708510688030118,"score_gpt":0.22000820397250243,"score_spread":0.19292309709220123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139965983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8503219,0.00030869138,0.14532673,0.00055477873,0.00045726664,0.00058707007,0.000055978,0.00010666696,0.0022809205],"genre_scores_gemma":[0.9985642,0.00005491517,0.0010926692,0.00013410166,0.000057149984,0.0000040301056,0.000038820013,0.0000023955783,0.000051752762],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949473,0.0000994886,0.000097057426,0.00011220387,0.00008278718,0.00011375288],"domain_scores_gemma":[0.999374,0.0003634033,0.0000599806,0.00013821153,0.000045517463,0.00001894411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029511462,0.00006622134,0.00009902345,0.000028305261,0.00011389187,0.000015096125,0.000113835194,0.000021160078,0.0000560726],"category_scores_gemma":[0.000025459476,0.000045224784,0.00006142033,0.00011379257,0.000053841093,0.00017587774,0.0000044457893,0.000053449075,0.00004319044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003090909,0.00017319457,0.03149136,0.0003973865,0.00013426982,0.0000020756156,0.0023993086,0.04127604,0.009703491,0.00092157,0.013611257,0.89958096],"study_design_scores_gemma":[0.00038857805,0.00014953826,0.018887317,0.00006924893,0.000036261783,0.0000010997126,0.00018543584,0.92144287,0.035515014,0.015335193,0.007821615,0.00016783981],"about_ca_topic_score_codex":0.00069617154,"about_ca_topic_score_gemma":0.000001936445,"teacher_disagreement_score":0.8994131,"about_ca_system_score_codex":0.0000032895146,"about_ca_system_score_gemma":0.0000042732713,"threshold_uncertainty_score":0.18442132},"labels":[],"label_agreement":null},{"id":"W2140051668","doi":"10.3997/2214-4609.20141488","title":"Accelerating True-amplitude RTM of Deepwater Data Using Analytic Redatuming","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Amplitude; Inversion (geology); Geology; Computer science; Regional geology; Acoustics; Algorithm; Optics; Seismology; Physics","score_opus":0.0795504069858029,"score_gpt":0.271105812144831,"score_spread":0.19155540515902808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140051668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780378,0.00009762207,0.0024932337,0.00027792907,0.00012990981,0.00009953731,0.000017659666,0.00013957944,0.01870678],"genre_scores_gemma":[0.96854085,0.000008857294,0.03077221,0.00046390237,0.0001074993,1.9148611e-7,0.000045652832,0.00000459868,0.000056239307],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990064,0.0000092920745,0.00024100591,0.0003028312,0.00020444462,0.00023605715],"domain_scores_gemma":[0.99948996,0.00004246377,0.0001367684,0.00019357992,0.00007510552,0.00006210213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006975054,0.0001061667,0.00017328921,0.0001121877,0.00012879953,0.000097931814,0.0004987775,0.000044657354,0.00024272053],"category_scores_gemma":[0.00018399164,0.00008819125,0.000027294112,0.0001942626,0.00006715477,0.0006563091,0.00006794521,0.00011566683,0.000018145549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036829933,0.000026685653,0.69524187,0.00030300248,0.000047045047,0.0000017281562,0.0010947067,0.00010564317,0.0128065245,0.0004415581,0.0087634595,0.28113097],"study_design_scores_gemma":[0.00016397871,0.000059721424,0.010032533,0.00012171723,0.000039629052,0.000021001166,0.00031538375,0.96033823,0.015312796,0.0010539216,0.012320277,0.00022083521],"about_ca_topic_score_codex":0.0016210788,"about_ca_topic_score_gemma":0.0000052589035,"teacher_disagreement_score":0.96023256,"about_ca_system_score_codex":0.000004084387,"about_ca_system_score_gemma":0.000017366736,"threshold_uncertainty_score":0.35963348},"labels":[],"label_agreement":null},{"id":"W2140808630","doi":"10.1046/j.1365-246x.2001.01401.x","title":"Simulated annealing ray tracing in complex three-dimensional media","year":2001,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Universidad Nacional de La Plata","keywords":"Ray tracing (physics); Tracing; Simulated annealing; Computer science; Algorithm; Optics; Physics","score_opus":0.028498475700807026,"score_gpt":0.25502414651161676,"score_spread":0.22652567081080974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140808630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99252063,0.000056541136,0.0016539001,0.0021081194,0.0008281099,0.000041679374,0.000017471577,0.00005349434,0.0027200491],"genre_scores_gemma":[0.99599177,0.000019126148,0.001484554,0.001684814,0.00062894635,1.354408e-7,0.00010860964,0.0000037444736,0.000078320656],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998753,0.00004945488,0.00030011538,0.00016796138,0.00047628945,0.00025316028],"domain_scores_gemma":[0.9994055,0.00020307516,0.000098035925,0.00006648412,0.00010337738,0.00012353156],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027795817,0.000114876406,0.00014719546,0.00019319821,0.00012217049,0.000097334916,0.00028164845,0.0000470338,0.0035740922],"category_scores_gemma":[0.000074633324,0.000095506635,0.000088544686,0.00017962373,0.000063786945,0.00035658528,0.000015730013,0.0003983711,0.00021354636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043067132,0.00018962183,0.4233227,0.000004971428,0.00009395967,0.0009970638,0.00052683783,0.24766956,0.0008491964,0.00016777337,0.018194508,0.30755314],"study_design_scores_gemma":[0.00042305255,0.000033568565,0.30875066,0.00003984179,0.0000038077865,0.00018597305,0.00004136976,0.6800457,0.00006400121,0.0054437155,0.0048445286,0.00012375391],"about_ca_topic_score_codex":0.0017601729,"about_ca_topic_score_gemma":0.00011135988,"teacher_disagreement_score":0.43237618,"about_ca_system_score_codex":0.000019664682,"about_ca_system_score_gemma":0.00003387561,"threshold_uncertainty_score":0.9973368},"labels":[],"label_agreement":null},{"id":"W2141043743","doi":"10.1306/1063821ca53240","title":"Brazos A-105 D-Sand Reservoir Modeling by Integration of Seismic Elastic Inversion Results with Geostatistical Techniques","year":2006,"lang":"en","type":"book-chapter","venue":"American Association of Petroleum Geologists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Geology; Inversion (geology); Seismic inversion; Seismology; Geotechnical engineering; Geometry; Mathematics","score_opus":0.009776249217163092,"score_gpt":0.21143078014762504,"score_spread":0.20165453093046196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141043743","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021806851,0.00021816205,0.07277858,0.0012278268,0.00019303417,0.00065436313,0.003709498,0.0005360235,0.89887565],"genre_scores_gemma":[0.8685781,0.00012000219,0.005945913,0.00041229578,0.00007032837,0.0000036148554,0.0019921793,0.0000250225,0.122852564],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99727356,0.00013020114,0.00089978083,0.00052613067,0.0008134559,0.00035684698],"domain_scores_gemma":[0.99654967,0.00052123074,0.002101852,0.00034492728,0.00039101622,0.0000913365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006563428,0.0003988042,0.00078876363,0.00037903045,0.00011470292,0.000029004674,0.00033050522,0.00028257156,0.000080278805],"category_scores_gemma":[0.00023926876,0.0003403949,0.00014396066,0.00006224342,0.00069586124,0.000099369594,0.000035812922,0.00055519806,0.000015275056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038857728,0.0001824167,0.032111205,0.0004397762,0.0009015457,0.000065319444,0.00070418644,0.027158683,0.0012964543,0.0029518032,0.6091332,0.32116967],"study_design_scores_gemma":[0.002378157,0.0060057035,0.0016620903,0.0016548011,0.00075984054,0.000023426543,0.00039439747,0.825334,0.011430276,0.013282507,0.13476174,0.0023130218],"about_ca_topic_score_codex":0.028994726,"about_ca_topic_score_gemma":0.00047325704,"teacher_disagreement_score":0.84677124,"about_ca_system_score_codex":0.00012187122,"about_ca_system_score_gemma":0.00017103409,"threshold_uncertainty_score":0.9999048},"labels":[],"label_agreement":null},{"id":"W2141328129","doi":"10.1190/1.1817008","title":"Integration of rock physics, reservoir simulation, and time‐lapse seismic data for reservoir characterization at Weyburn Field, Saskatchewan","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reservoir modeling; Geology; Reservoir simulation; Field (mathematics); Petroleum engineering; Characterization (materials science); Petrology; Materials science","score_opus":0.04103253090145626,"score_gpt":0.2559171118939386,"score_spread":0.21488458099248237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141328129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75265306,0.00016120008,0.23840813,0.004316394,0.00018109844,0.00066092727,0.00079587597,0.00021989548,0.0026034317],"genre_scores_gemma":[0.98557603,0.000048706304,0.0027778882,0.0012111276,0.00009248792,0.0000012117146,0.0027343745,0.000004873688,0.007553315],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991636,0.000047229492,0.00023093194,0.00027071984,0.0001467766,0.00014069804],"domain_scores_gemma":[0.99908084,0.00024919544,0.00011717063,0.00040781935,0.000094840405,0.000050136532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023365192,0.0001050799,0.00014448934,0.000058270332,0.00014053346,0.000037035777,0.00023987971,0.00006828287,0.0012719862],"category_scores_gemma":[0.00012801668,0.00008753417,0.000025853522,0.00012630143,0.000028850356,0.0006377725,0.000046682955,0.00006351482,0.00005385475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004410238,0.00013683492,0.036322113,0.0002602628,0.00007824252,0.000002154826,0.0031424328,0.038242847,0.020368887,0.00004984449,0.41632324,0.48463213],"study_design_scores_gemma":[0.0001874619,0.00011550366,0.0011614738,0.000026352913,0.000011524145,0.0000011382526,0.00010720527,0.962857,0.008176147,0.0004990516,0.026750583,0.00010655548],"about_ca_topic_score_codex":0.0012376203,"about_ca_topic_score_gemma":0.00008277703,"teacher_disagreement_score":0.92461413,"about_ca_system_score_codex":0.000004977945,"about_ca_system_score_gemma":0.000011860849,"threshold_uncertainty_score":0.999641},"labels":[],"label_agreement":null},{"id":"W2141342801","doi":"10.1190/1.2958008","title":"Global optimization with model-space preconditioning: Application to AVO inversion","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"A priori and a posteriori; Curse of dimensionality; Mathematical optimization; Smoothing; Convergence (economics); Inversion (geology); Optimization problem; Nonlinear system; Trust region; Global optimization; Computer science; Algorithm; Mathematics","score_opus":0.00862339339497134,"score_gpt":0.1911818810142359,"score_spread":0.18255848761926455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141342801","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30052936,0.000012801836,0.6873744,0.00057197845,0.00004868982,0.0002024251,0.0000436701,0.00021133399,0.011005339],"genre_scores_gemma":[0.9563864,0.000015662888,0.041482896,0.0015825485,0.000046464796,0.0000030931308,0.00023163794,0.0000028630393,0.0002484396],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993925,0.000013771009,0.00007424545,0.00019940258,0.00017322757,0.00014683045],"domain_scores_gemma":[0.9996467,0.000010212433,0.00004605711,0.00015533579,0.000058037826,0.000083639185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003824227,0.00008735725,0.00007626574,0.000032599848,0.00021301382,0.000018777626,0.000109345565,0.000033386685,0.000066517605],"category_scores_gemma":[0.0000047012836,0.000076880795,0.00002043441,0.00030224147,0.000045540695,0.00025928582,0.00000826969,0.00004621776,0.00017870084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020206571,0.000009400492,0.0146008525,0.000003319755,0.0000032186088,8.0106895e-7,0.00011761189,0.96527314,0.0000053129097,0.00011915659,0.012594465,0.007252512],"study_design_scores_gemma":[0.00011424897,0.00008789405,0.007982217,0.0000093240105,0.0000064367123,0.000008718903,0.00003633012,0.9885093,0.00033411363,0.0013080494,0.00147187,0.00013151651],"about_ca_topic_score_codex":0.00126941,"about_ca_topic_score_gemma":0.00001744203,"teacher_disagreement_score":0.655857,"about_ca_system_score_codex":0.000012696327,"about_ca_system_score_gemma":0.000047250167,"threshold_uncertainty_score":0.3135108},"labels":[],"label_agreement":null},{"id":"W2141647548","doi":"10.14288/1.0107394","title":"Computation of time-lapse differences with 3D directional frames","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Cameco (Canada)","funders":"","keywords":"Subtraction; Computation; Computer science; SIGNAL (programming language); Noise (video); Algorithm; Rotation (mathematics); Baseline (sea); Decomposition; Geology; Artificial intelligence; Mathematics; Image (mathematics)","score_opus":0.013214937483702916,"score_gpt":0.19416790011979423,"score_spread":0.1809529626360913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141647548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9432167,0.00008252775,0.010018218,0.00019991216,0.00005688867,0.00005167853,0.000009320319,0.00013982046,0.046224963],"genre_scores_gemma":[0.983476,0.00002940146,0.014974128,0.00029157134,0.000016849002,2.0107254e-7,0.000021289217,9.144696e-7,0.0011896405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99958324,0.000019704215,0.000079704434,0.00009010438,0.00015600696,0.00007124779],"domain_scores_gemma":[0.9998015,0.0000560182,0.000037950897,0.000041016992,0.000035771358,0.0000277312],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044620272,0.000051050287,0.000081914295,0.00005264559,0.00007934422,0.0000061114556,0.000052399057,0.00002033305,0.0017702823],"category_scores_gemma":[0.0000064526703,0.00003244886,0.000015644637,0.0000949129,0.00012774029,0.0001007593,0.0000022288896,0.00004046445,0.00007658021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003702595,0.000025225901,0.9264142,0.0000074454492,0.000015071176,0.0000042305837,0.00020013882,0.0005040631,0.000051360945,0.000014804539,0.01897983,0.053746622],"study_design_scores_gemma":[0.00026282298,0.00044014654,0.7886053,0.00003734553,0.00000972026,0.000089287336,0.00012198965,0.2005478,0.0059900507,0.0007556043,0.0029386908,0.00020127637],"about_ca_topic_score_codex":0.0030840922,"about_ca_topic_score_gemma":0.000014802423,"teacher_disagreement_score":0.20004374,"about_ca_system_score_codex":9.4481766e-7,"about_ca_system_score_gemma":0.00002311763,"threshold_uncertainty_score":0.9991422},"labels":[],"label_agreement":null},{"id":"W2141708521","doi":"10.1029/2007jb005447","title":"Borehole‐to‐borehole hydrologic response across 2.4 km in the upper oceanic crust: Implications for crustal‐scale properties","year":2008,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Borehole; Aquifer; Hydrogeology; Petrology; Oceanic crust; Crust; Permeability (electromagnetism); Tectonics; Ridge; Seafloor spreading; Geomorphology; Geophysics; Groundwater; Seismology; Geotechnical engineering; Paleontology; Subduction","score_opus":0.06922797423602839,"score_gpt":0.3328570212434724,"score_spread":0.263629047007444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141708521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832844,0.00054378447,0.00019572579,0.014983016,0.00005931841,0.000428896,0.000046093588,0.000021968786,0.000436809],"genre_scores_gemma":[0.99517703,0.00014328415,0.0020442277,0.0018209026,0.00024540434,0.0000131872375,0.0000048469533,0.000007844767,0.00054329657],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9972701,0.00062182354,0.0004248444,0.00024749813,0.0007198211,0.0007158946],"domain_scores_gemma":[0.9975968,0.0013492719,0.00011551746,0.0003410879,0.00038240157,0.0002149258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029699905,0.00014827483,0.0002772326,0.000050985225,0.00066659396,0.00012335382,0.0009727716,0.000081827064,0.0000977351],"category_scores_gemma":[0.0012897634,0.000085023494,0.00019200475,0.0007332013,0.00054452417,0.00033696697,0.000053520682,0.0007273284,0.000078702],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011410889,0.0010574128,0.36401308,0.00008385135,0.00009293083,0.00020785199,0.015347317,0.0019324443,0.010224012,0.00022159467,0.49861768,0.09679094],"study_design_scores_gemma":[0.0005214012,0.002201519,0.914678,0.00006568778,0.000006120674,0.0001258923,0.00297333,0.004673903,0.002029934,0.0044989907,0.06806112,0.00016413012],"about_ca_topic_score_codex":0.0014431734,"about_ca_topic_score_gemma":0.00004165301,"teacher_disagreement_score":0.5506649,"about_ca_system_score_codex":0.000031812084,"about_ca_system_score_gemma":0.00029681093,"threshold_uncertainty_score":0.5126969},"labels":[],"label_agreement":null},{"id":"W2141982855","doi":"10.1111/j.1945-5100.2007.tb01072.x","title":"In situ seismic measurements in borehole LB‐08A in the Bosumtwi impact structure, Ghana: Preliminary interpretation","year":2007,"lang":"en","type":"article","venue":"Meteoritics and Planetary Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Kwame Nkrumah University of Science and Technology; Österreichischen Akademie der Wissenschaften; National Science Foundation","keywords":"Geology; Borehole; Seismology; Seismic refraction; Refraction; Reflection (computer programming); Seismic wave; Inversion (geology); Vertical seismic profile; Mineralogy; Seismic velocity; Geophysics; Geotechnical engineering; Optics","score_opus":0.017471778835481504,"score_gpt":0.2592186817149456,"score_spread":0.2417469028794641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141982855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961222,0.00082690385,0.00019052601,0.00025039987,0.0002319248,0.00020829891,0.000049659087,0.000013607662,0.0021065199],"genre_scores_gemma":[0.9969169,0.00004415109,0.0010007469,0.001911484,0.00002934952,4.8311955e-7,0.00008558131,0.0000020791213,0.00000924152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982671,0.00011320894,0.00031193372,0.00033929298,0.0004883062,0.0004801599],"domain_scores_gemma":[0.99940425,0.00024295028,0.00005548981,0.0001853645,0.000025080917,0.00008686803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002900652,0.00015438964,0.0001640028,0.00056350144,0.00011607273,0.0001012017,0.00043445663,0.0000605489,0.00007433728],"category_scores_gemma":[0.00010677711,0.00011007489,0.000021810789,0.0008633015,0.0002812135,0.0006311562,0.000018030985,0.00030787123,0.000007644442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119065706,0.000026687167,0.95263404,0.000024928675,0.0000028525478,0.00010616192,0.0020890445,0.0024359792,0.0008510466,0.000013848226,0.00046157243,0.041234784],"study_design_scores_gemma":[0.0002683539,0.00025934432,0.9082501,0.0000614732,0.000004081714,0.000064731714,0.0007000484,0.08666698,0.0015436325,0.0017005419,0.0003061138,0.0001746096],"about_ca_topic_score_codex":0.015914183,"about_ca_topic_score_gemma":0.0041013844,"teacher_disagreement_score":0.084231,"about_ca_system_score_codex":0.000024931727,"about_ca_system_score_gemma":0.00007843122,"threshold_uncertainty_score":0.9906389},"labels":[],"label_agreement":null},{"id":"W2142036255","doi":"10.1190/1.1543192","title":"Fluid-property discrimination with AVO: A Biot-Gassmann perspective","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":342,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Husky Energy (Canada); Shell (Canada)","funders":"","keywords":"Prestack; Amplitude versus offset; Biot number; Geology; Amplitude; Seismic inversion; Offset (computer science); Acoustic impedance; Discriminator; Porosity; Seismic exploration; Moduli; Inversion (geology); Electrical impedance; Seismology; Acoustics; Mineralogy; Mechanics; Geotechnical engineering; Mathematics; Geometry; Physics; Computer science; Optics","score_opus":0.012653070032082846,"score_gpt":0.2054790612304995,"score_spread":0.19282599119841665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142036255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5198791,0.00036883634,0.0057951272,0.0023559472,0.00047729703,0.0004380089,0.00005752532,0.0005104105,0.47011772],"genre_scores_gemma":[0.9950476,0.000026668304,0.0020834247,0.0010062215,0.000049710397,0.000001254805,0.0000304224,0.0000042557253,0.0017503944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928904,0.000048874153,0.00007196906,0.0002164863,0.00018075689,0.00019288939],"domain_scores_gemma":[0.9996302,0.000024045234,0.000037622594,0.00016662893,0.0000870439,0.0000544305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000985621,0.000108457345,0.000094968695,0.000043763128,0.00014958445,0.000045923753,0.00010042152,0.000030119192,0.00026602446],"category_scores_gemma":[0.000024663854,0.00006336939,0.000033251752,0.00019002015,0.00008998761,0.00024905513,0.000003906113,0.00009845121,0.00026960333],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038667498,0.0005623193,0.13031101,0.00017887843,0.00028682794,0.00014602498,0.015115659,0.0014875295,0.0024699399,0.101985835,0.16558458,0.58148474],"study_design_scores_gemma":[0.0026436744,0.0029216248,0.18410379,0.00028984147,0.00025604898,0.00017132271,0.023749353,0.067883745,0.07482452,0.16491903,0.47539794,0.002839084],"about_ca_topic_score_codex":0.0057809707,"about_ca_topic_score_gemma":0.000045905213,"teacher_disagreement_score":0.57864565,"about_ca_system_score_codex":0.000010794263,"about_ca_system_score_gemma":0.000050359962,"threshold_uncertainty_score":0.8739137},"labels":[],"label_agreement":null},{"id":"W2142037782","doi":"10.2118/90159-pa","title":"Assessment of Mud-Filtrate-Invasion Effects on Borehole Acoustic Logs and Radial Profiling of Formation Elastic Properties","year":2006,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Borehole; Geology; Petrophysics; Wellbore; Drilling fluid; Mineralogy; Drilling; Mechanics; Geotechnical engineering; Petroleum engineering; Materials science; Porosity; Physics","score_opus":0.02231188614317917,"score_gpt":0.24406414611819657,"score_spread":0.2217522599750174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142037782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821949,0.00035429565,0.015994543,0.00006411513,0.00013396387,0.00039971838,0.0000073367455,0.000056115634,0.0007949934],"genre_scores_gemma":[0.99407464,0.000048870697,0.005732151,0.000011471417,0.00005481136,0.000005779059,0.00005869914,0.000004582009,0.000008977696],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896425,0.00006860735,0.00025607433,0.00013212199,0.0004427875,0.00013616768],"domain_scores_gemma":[0.9995161,0.00013392139,0.00010507127,0.00011640794,0.00009845772,0.000029986888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007086193,0.00010206839,0.00015001273,0.0001874728,0.0000458975,0.00001997635,0.0000712076,0.000045316912,0.0000273178],"category_scores_gemma":[0.00016537312,0.00008410699,0.000028904855,0.00015145047,0.00002656578,0.00024491939,0.000008151992,0.00009083887,0.0000025870918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022405635,0.000017230093,0.006883929,0.00044755053,0.0000077661825,7.299321e-7,0.000049782655,0.90671974,0.077444434,0.00008688381,0.00009531789,0.008224247],"study_design_scores_gemma":[0.00028071433,0.00018530742,0.040892117,0.00023045127,0.000022598215,0.0000017417316,0.000026235422,0.76580524,0.19228499,0.00016848337,0.000030748055,0.00007137628],"about_ca_topic_score_codex":0.00041134944,"about_ca_topic_score_gemma":0.000009956392,"teacher_disagreement_score":0.14091447,"about_ca_system_score_codex":0.00002070654,"about_ca_system_score_gemma":0.000052928302,"threshold_uncertainty_score":0.34297836},"labels":[],"label_agreement":null},{"id":"W2142741027","doi":"10.1111/j.1365-246x.2012.05358.x","title":"Seismic anisotropy in the crystalline upper crust: observations and modelling from the Outokumpu scientific borehole, Finland","year":2012,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Anisotropy; Geology; Borehole; Schist; Seismology; Crust; Seismic anisotropy; Azimuth; Metamorphic rock; Mineralogy; Geophysics; Petrology; Geometry; Geotechnical engineering; Optics; Physics","score_opus":0.03740824452752447,"score_gpt":0.23879131948584154,"score_spread":0.20138307495831706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142741027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97144234,0.0003671518,0.01594807,0.010938042,0.0006441061,0.000064421525,0.00015822487,0.000012828826,0.00042481237],"genre_scores_gemma":[0.9931813,0.00007823484,0.0022118893,0.0033676866,0.00085898436,8.8254376e-7,0.00010228719,0.0000025807578,0.00019616098],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988953,0.000096674026,0.0001922136,0.00012619124,0.00047814436,0.00021151229],"domain_scores_gemma":[0.99937284,0.0002889494,0.00007789959,0.00011124849,0.00008357699,0.0000654653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006251865,0.00009088436,0.00008038466,0.00005556762,0.0003705928,0.00041149816,0.000402505,0.000030434605,0.0002757811],"category_scores_gemma":[0.000046311252,0.000049415263,0.000056815414,0.00013011089,0.00014588356,0.00054720906,0.000022421991,0.0003629327,0.000035337205],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006872077,0.00018078594,0.8515678,0.0000028730726,0.000068382644,0.000013903037,0.0042388416,0.027117396,0.0001566702,0.0020892099,0.08942354,0.025071893],"study_design_scores_gemma":[0.00016115107,0.000015541445,0.3526783,0.000021418615,0.000009374955,0.00003711589,0.00030322035,0.55669105,0.000024320309,0.011741503,0.07824033,0.0000766768],"about_ca_topic_score_codex":0.0017999366,"about_ca_topic_score_gemma":0.000018516334,"teacher_disagreement_score":0.5295736,"about_ca_system_score_codex":0.000010575401,"about_ca_system_score_gemma":0.00003529197,"threshold_uncertainty_score":0.39680862},"labels":[],"label_agreement":null},{"id":"W2142828353","doi":"10.1190/1.3428749","title":"High-amplitude noise detection by the expectation-maximization algorithm with application to swell-noise attenuation","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Noise (video); Amplitude; Gradient noise; Value noise; Algorithm; Computer science; Noise measurement; Noise power; Attenuation; Interpolation (computer graphics); Maximization; Expectation–maximization algorithm; Mathematics; Statistics; Noise floor; Noise reduction; Power (physics); Artificial intelligence; Physics; Mathematical optimization; Maximum likelihood; Optics","score_opus":0.0035099547280962587,"score_gpt":0.1872054524467801,"score_spread":0.18369549771868385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142828353","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4028356,0.000009226966,0.59506583,0.0010532361,0.00023349957,0.0003602799,0.000033992732,0.00016162042,0.0002467377],"genre_scores_gemma":[0.98760086,0.000005108745,0.010407855,0.0012759545,0.00020298306,0.000023576185,0.0003694232,0.0000068658837,0.00010739866],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991793,0.000031714797,0.00012848394,0.00024524995,0.00025352792,0.00016172917],"domain_scores_gemma":[0.99939644,0.000062452455,0.000096203534,0.00026794674,0.00011291303,0.00006401245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013427666,0.00011656179,0.000082143524,0.000049138016,0.00029233829,0.00008207246,0.0001651363,0.00005011849,0.000067710214],"category_scores_gemma":[0.000017445067,0.0000832228,0.00002355062,0.0003550512,0.00005211481,0.0002670028,0.000007126146,0.00016012124,0.0002598089],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024267329,0.000023179797,0.002957817,0.000004009896,0.000008191854,2.66091e-7,0.0003912628,0.001940139,0.012544607,0.000048169426,0.0029289355,0.97912914],"study_design_scores_gemma":[0.00088308624,0.0005598,0.20106287,0.000025006653,0.00010090535,0.000022615452,0.0009376817,0.57502997,0.17138138,0.0092526525,0.039756037,0.0009880014],"about_ca_topic_score_codex":0.005226262,"about_ca_topic_score_gemma":0.00020207306,"teacher_disagreement_score":0.9781411,"about_ca_system_score_codex":0.0000072428097,"about_ca_system_score_gemma":0.000019148314,"threshold_uncertainty_score":0.79005796},"labels":[],"label_agreement":null},{"id":"W2143072371","doi":"10.1190/geo2014-0390.1","title":"Conditioning the full-waveform inversion gradient to welcome anisotropy","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"King Abdullah University of Science and Technology","keywords":"Decimation; Inversion (geology); Wavenumber; Filter (signal processing); Computer science; Nonlinear system; Algorithm; Scattering; Nonlinear conjugate gradient method; Waveform; Geology; Physics; Optics; Telecommunications; Artificial intelligence","score_opus":0.023087905694067185,"score_gpt":0.21827137624921633,"score_spread":0.19518347055514915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143072371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774654,0.000049429324,0.0021974626,0.003822364,0.0009593221,0.00019478043,0.000027078277,0.00019958985,0.015084575],"genre_scores_gemma":[0.9922483,0.000007741684,0.0014303422,0.0055569294,0.00020557188,0.0000010634578,0.00008456095,0.0000031752472,0.0004623169],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924046,0.000032553417,0.00010124078,0.00015353579,0.00024835893,0.0002238765],"domain_scores_gemma":[0.9995083,0.000034031294,0.00004222923,0.00020460051,0.000056245313,0.00015455895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018688901,0.000093725976,0.000087661734,0.00004329867,0.00022144795,0.000059329832,0.00021856121,0.000026583297,0.00019489172],"category_scores_gemma":[0.000021945092,0.00006235079,0.000042081065,0.00022732589,0.00006508168,0.00018592134,0.000025921914,0.00011061459,0.00220107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001464586,0.000056268396,0.03518066,0.00002075891,0.00004294796,0.000030945223,0.005197664,0.0028335587,0.00041494216,0.00493248,0.72918904,0.22195427],"study_design_scores_gemma":[0.000839905,0.0013307292,0.043583527,0.00006893043,0.000045598383,0.000047854497,0.0049621714,0.078701615,0.0061148037,0.077269234,0.78626764,0.0007680234],"about_ca_topic_score_codex":0.0028594122,"about_ca_topic_score_gemma":0.000024018043,"teacher_disagreement_score":0.22118625,"about_ca_system_score_codex":0.000013398932,"about_ca_system_score_gemma":0.000037425576,"threshold_uncertainty_score":0.9985758},"labels":[],"label_agreement":null},{"id":"W2143509649","doi":"10.1016/j.jsg.2009.10.002","title":"Magnitude of weakening during crustal-scale shear zone development","year":2009,"lang":"en","type":"article","venue":"Journal of Structural Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Shear zone; Shear (geology); Mylonite; Simple shear; Petrology; Mineralogy; Geotechnical engineering; Seismology; Geometry; Tectonics","score_opus":0.00715958161337515,"score_gpt":0.20989558358275992,"score_spread":0.20273600196938477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143509649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973939,0.00042059683,0.00014720914,0.0005621211,0.00023432005,0.000028644748,0.000001023861,0.000013996948,0.0011981875],"genre_scores_gemma":[0.97242606,0.00002894664,0.026917296,0.00032135297,0.000101729645,2.227751e-8,0.0000025810384,0.000001269062,0.00020075378],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991122,0.000035887293,0.00039611346,0.00008224347,0.00018054359,0.00019300371],"domain_scores_gemma":[0.99946135,0.00002572352,0.00027798282,0.00006372422,0.000098919096,0.000072274066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017227906,0.000086905915,0.00022664283,0.00015720472,0.000080789556,0.000009645653,0.00017871927,0.00005453802,0.0013170673],"category_scores_gemma":[0.000022188393,0.00006394455,0.00005828831,0.00009088379,0.00008055665,0.00016321428,0.000009020305,0.00019853047,0.0000073056776],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037179622,0.000014666356,0.3996234,0.00004207467,0.00005870074,0.00014588237,0.0018437346,0.0018372524,0.007313231,0.00002156208,0.0011253095,0.5876024],"study_design_scores_gemma":[0.00036156952,0.000285162,0.9724377,0.00003307252,0.000010008993,0.0009135046,0.0002576109,0.00060226826,0.021607773,0.00063532026,0.0027575395,0.000098473436],"about_ca_topic_score_codex":0.00016784813,"about_ca_topic_score_gemma":0.000008044369,"teacher_disagreement_score":0.5875039,"about_ca_system_score_codex":0.0000067866627,"about_ca_system_score_gemma":0.000050033876,"threshold_uncertainty_score":0.9995959},"labels":[],"label_agreement":null},{"id":"W2144079431","doi":"10.1190/1.1635058","title":"Interpolation and multiple attenuation with migration operators","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"Colorado School of Mines; Western Digital","keywords":"Offset (computer science); Mathematics; Operator (biology); Interpolation (computer graphics); Mathematical analysis; Wavenumber; Algorithm; Geometry; Computer science; Optics; Physics; Computer vision","score_opus":0.007998513943068242,"score_gpt":0.18442187714573546,"score_spread":0.17642336320266722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144079431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934536,0.00003670609,0.004188176,0.00013114864,0.00005502396,0.00006650067,0.000004440766,0.000046343557,0.0020180272],"genre_scores_gemma":[0.9966352,0.000012908331,0.0028051946,0.00040657012,0.00001818709,3.242016e-7,0.00004619056,0.0000014955815,0.000073938325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996907,0.000025064608,0.000050605504,0.00009471901,0.00007033339,0.00006855296],"domain_scores_gemma":[0.9998449,0.000024225074,0.000024943205,0.000056835182,0.000024814557,0.000024270656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006240478,0.000049339924,0.00004205707,0.0000239477,0.00007627755,0.000032645636,0.000021880785,0.000016970895,0.000053775537],"category_scores_gemma":[0.000014595081,0.000037707134,0.0000074016057,0.000080277125,0.000027249424,0.00021743556,0.0000011956064,0.000039091647,0.00003236601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015123351,0.000008606171,0.93585324,0.000006755048,0.000006164465,8.290666e-7,0.00049374317,0.00017700624,0.0004458779,0.00035388125,0.0014686969,0.06117009],"study_design_scores_gemma":[0.000811442,0.0004678363,0.5353477,0.000058513717,0.00003151084,0.000021567323,0.0012202327,0.40279898,0.017313708,0.0057415413,0.035693027,0.0004939451],"about_ca_topic_score_codex":0.0013030753,"about_ca_topic_score_gemma":0.00009446345,"teacher_disagreement_score":0.40262198,"about_ca_system_score_codex":0.0000014580986,"about_ca_system_score_gemma":0.000011456201,"threshold_uncertainty_score":0.19698688},"labels":[],"label_agreement":null},{"id":"W2144109928","doi":"10.1190/1.1486770","title":"Multidimensional signature deconvolution and free-surface multiple elimination of marine multicomponent ocean-bottom seismic data","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safe Engineering Services & Technologies (Canada)","funders":"","keywords":"Deconvolution; Free surface; Geology; Reflection (computer programming); Surface (topology); Multiple; Wavelet; Algorithm; Computer science; Geometry; Physics; Mathematics; Mechanics","score_opus":0.016623758289336005,"score_gpt":0.21506103774205662,"score_spread":0.1984372794527206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144109928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959709,0.00026988672,0.002318627,0.0006178797,0.00017970431,0.00014727488,0.00022483848,0.00008128241,0.00018962006],"genre_scores_gemma":[0.97852904,0.0002557351,0.019412307,0.00037769118,0.000056331246,1.4329387e-7,0.0012550239,0.0000046157797,0.00010908997],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903274,0.000048708025,0.00019004298,0.00030246633,0.00024017623,0.0001858821],"domain_scores_gemma":[0.999118,0.00017592467,0.00011468346,0.0004500162,0.00007508968,0.00006632553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020169893,0.00013116885,0.00015534234,0.000046517936,0.00010853431,0.000014503632,0.000272816,0.000072605064,0.00010756249],"category_scores_gemma":[0.00006621484,0.000118349366,0.000027827382,0.00013415344,0.00009896082,0.0003461719,0.0001206828,0.00017090852,0.000027019623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002492808,0.00021965851,0.5610486,0.00009347093,0.00006460049,0.000019791049,0.00034440996,0.0063847136,0.0057488093,0.00010438251,0.024069032,0.4016532],"study_design_scores_gemma":[0.0004488921,0.00004834194,0.18775457,0.00002092765,0.00001795533,0.000008073897,0.00006280148,0.80442464,0.0016363712,0.0011136155,0.00433158,0.00013225559],"about_ca_topic_score_codex":0.0071718358,"about_ca_topic_score_gemma":0.000041543342,"teacher_disagreement_score":0.7980399,"about_ca_system_score_codex":0.0000057578245,"about_ca_system_score_gemma":0.000026018293,"threshold_uncertainty_score":0.9994395},"labels":[],"label_agreement":null},{"id":"W2144631284","doi":"10.1029/2003jb002960","title":"Basal shear stress of the Ross ice streams from control method inversions","year":2004,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":251,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Space Agency; California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Geology; STREAMS; Shear stress; Borehole; Ice stream; Inversion (geology); Shear (geology); Tributary; Geomorphology; Petrology; Geotechnical engineering; Climatology; Sea ice; Mechanics; Structural basin; Cryosphere","score_opus":0.02635163375763337,"score_gpt":0.30880608262137166,"score_spread":0.28245444886373827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144631284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913157,0.0005893141,0.0024437346,0.003756185,0.00025539665,0.00015832721,0.00015074766,0.000015140151,0.0013154226],"genre_scores_gemma":[0.9895957,0.000085602645,0.009433922,0.00045403343,0.00029067614,4.055287e-7,0.0000033444617,0.0000052193623,0.0001310954],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99720967,0.00055663614,0.00037035748,0.00017050568,0.0013097157,0.00038312603],"domain_scores_gemma":[0.9974488,0.0013624417,0.00022502763,0.00028820246,0.00043798127,0.00023755523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009972156,0.00012132815,0.00031145097,0.00002540803,0.00024591078,0.000065638334,0.00083028123,0.00007685582,0.00067524257],"category_scores_gemma":[0.0006595882,0.00007076708,0.00024899357,0.0004416763,0.00043760778,0.00030050345,0.00005411754,0.00085960166,0.000046103527],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030282221,0.0014183455,0.3000898,0.00011184547,0.000979152,0.00028085706,0.0023541534,0.034874026,0.012525333,0.0013605577,0.11705537,0.52592236],"study_design_scores_gemma":[0.0056941914,0.0030412315,0.6520179,0.0011382498,0.00016864581,0.000028818891,0.004417641,0.04341994,0.14194427,0.1310961,0.016519723,0.00051330304],"about_ca_topic_score_codex":0.051111184,"about_ca_topic_score_gemma":0.00021584515,"teacher_disagreement_score":0.52540904,"about_ca_system_score_codex":0.00002615954,"about_ca_system_score_gemma":0.00039116337,"threshold_uncertainty_score":0.9552075},"labels":[],"label_agreement":null},{"id":"W2144771576","doi":"10.1190/1.3475390","title":"The effect of interpolation on imaging and AVO: A Viking case study","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"Sichuan University of Science and Engineering","keywords":"Prestack; Interpolation (computer graphics); Geology; Offset (computer science); Azimuth; Noise (video); Sampling (signal processing); Multivariate interpolation; Bilinear interpolation; Computer science; Seismology; Mathematics; Image (mathematics); Artificial intelligence; Computer vision","score_opus":0.004298654162797427,"score_gpt":0.2192675898672044,"score_spread":0.21496893570440698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144771576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99839693,0.000021218952,0.00003195001,0.00005854311,0.0002138853,0.00011566999,0.000002531753,0.00002816985,0.0011311016],"genre_scores_gemma":[0.9998039,0.0000019558315,0.000050254945,0.000079314894,0.000044568365,5.883474e-7,0.0000018457644,0.000001466518,0.000016090777],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963135,0.000049238097,0.0000699856,0.000088148714,0.0000806516,0.000080642196],"domain_scores_gemma":[0.9995232,0.0002806595,0.000043364988,0.00012075262,0.000012337625,0.000019662779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002842189,0.00005515921,0.000061709696,0.000022673046,0.00017600358,0.000036766014,0.000059346734,0.00000997636,0.000010550326],"category_scores_gemma":[0.000028170325,0.000033127184,0.0000175804,0.0000557774,0.000060687915,0.00007617177,0.000008971475,0.00013083087,0.000007893711],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024181067,0.0000071861023,0.40318617,0.0000056897934,0.0000059884355,0.000038271635,0.0005733803,0.000004982587,0.0002737216,0.000020379975,0.00031201312,0.59554803],"study_design_scores_gemma":[0.0018408123,0.0040374766,0.33605713,0.00010699299,0.00013393481,0.0008779265,0.009239684,0.6165132,0.019100692,0.005149471,0.0063052685,0.0006374087],"about_ca_topic_score_codex":0.0051982836,"about_ca_topic_score_gemma":0.00008995958,"teacher_disagreement_score":0.61650825,"about_ca_system_score_codex":5.537933e-7,"about_ca_system_score_gemma":0.0000041407498,"threshold_uncertainty_score":0.7858284},"labels":[],"label_agreement":null},{"id":"W2144799017","doi":"10.2110/jsr.2005.058","title":"Use of Volume-Based 3-D Seismic Attribute Analysis to Characterize Physical-Property Distribution: A Case Study to Delineate Sedimentologic Heterogeneity at the Appleton Field, Southwestern Alabama, U.S.A.","year":2005,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Physical property; Field (mathematics); Volume (thermodynamics); Distribution (mathematics); Seismology","score_opus":0.11254316106842455,"score_gpt":0.3418650460044187,"score_spread":0.22932188493599415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144799017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835348,0.000057371417,0.0016049019,0.013569391,0.00008685285,0.0005626401,0.00056381535,0.000016574259,0.0000036489628],"genre_scores_gemma":[0.99497205,0.000010304352,0.00046491032,0.0038985703,0.00025929124,0.000004820857,0.00014157723,0.0000053305134,0.00024314574],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99682313,0.0006557358,0.00060041074,0.00032458763,0.0011236214,0.00047251084],"domain_scores_gemma":[0.9980507,0.00043160008,0.00022417532,0.00044317127,0.0004944874,0.0003558981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022520854,0.00019258918,0.00044648867,0.00039091188,0.00038120605,0.000115837865,0.0004962964,0.000044153945,0.0005881781],"category_scores_gemma":[0.00009041394,0.00010766008,0.00025828573,0.0011986699,0.00010933667,0.00031039794,0.00013606147,0.0004505449,0.0000912876],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010560668,0.00068096,0.8812579,0.000015931408,0.00071352435,0.00077243824,0.0015175312,0.021963777,0.0014304441,4.1320178e-8,0.054809883,0.03578151],"study_design_scores_gemma":[0.0031998483,0.017804252,0.22973171,0.00015629735,0.0017387788,0.0013485173,0.009783253,0.43055186,0.0977767,0.0000085044185,0.20684597,0.0010543196],"about_ca_topic_score_codex":0.030628746,"about_ca_topic_score_gemma":0.0012300501,"teacher_disagreement_score":0.6515262,"about_ca_system_score_codex":0.00009740303,"about_ca_system_score_gemma":0.00009254617,"threshold_uncertainty_score":0.9758264},"labels":[],"label_agreement":null},{"id":"W2144825711","doi":"10.1190/segam2013-0594.1","title":"Fracture characterization using azimuthal AVO, ant-tracking, and curvature","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Azimuth; Curvature; Characterization (materials science); Fracture (geology); Tracking (education); Geology; Computer science; Materials science; Geometry; Mathematics; Geotechnical engineering; Nanotechnology","score_opus":0.013113095995088062,"score_gpt":0.210581485095035,"score_spread":0.19746838909994693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144825711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98998046,0.00012748086,0.0050495947,0.001664241,0.00016272799,0.00013001158,0.00001335082,0.00016293762,0.0027092122],"genre_scores_gemma":[0.9886989,0.000047463862,0.0022667085,0.008264662,0.00009909911,2.569758e-7,0.00009550784,0.0000027711703,0.0005246122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994725,0.000023490193,0.00009239941,0.000156527,0.00010284335,0.00015221935],"domain_scores_gemma":[0.999742,0.000021131345,0.000044775617,0.000087237844,0.000037811464,0.00006708091],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007019231,0.00008956693,0.000081596365,0.000054893826,0.00011849309,0.0001313834,0.000069835965,0.00007848458,0.005558751],"category_scores_gemma":[0.000014199866,0.00006555036,0.000017353232,0.000079469166,0.00004312778,0.00060695637,0.000006317465,0.00012359845,0.00010378615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006833377,0.000011959643,0.78516454,0.000029553306,0.000013455155,0.000005022452,0.0003977592,0.00008276498,0.005911179,0.000036675025,0.02019913,0.18814115],"study_design_scores_gemma":[0.0000975212,0.00003505718,0.6764827,0.000025159366,0.000007561565,0.000037221704,0.00009857791,0.23552206,0.0044893078,0.00064708665,0.082360454,0.00019734266],"about_ca_topic_score_codex":0.0044934433,"about_ca_topic_score_gemma":0.000007978544,"teacher_disagreement_score":0.2354393,"about_ca_system_score_codex":0.0000017356952,"about_ca_system_score_gemma":0.000011585466,"threshold_uncertainty_score":0.9953503},"labels":[],"label_agreement":null},{"id":"W2144909104","doi":"10.1139/t03-005","title":"Strain-induced anisotropy in fabric and hydraulic parameters of oil sand in triaxial compression","year":2003,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tortuosity; Dilatant; Geotechnical engineering; Anisotropy; Permeability (electromagnetism); Geology; Materials science; Triaxial shear test; Oil sands; Shear (geology); Composite material; Porosity; Asphalt; Optics","score_opus":0.020302580201051416,"score_gpt":0.2210908408159667,"score_spread":0.20078826061491528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144909104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973752,0.00033556865,0.00017744685,0.00067324477,0.00013010997,0.00006066604,0.000027002709,0.000012547645,0.0012082083],"genre_scores_gemma":[0.997696,0.00016543492,0.0013615924,0.0007417529,0.000014695354,3.4817404e-7,0.0000055828764,0.0000029933542,0.000011644246],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99883705,0.00017118614,0.00033431256,0.00015945798,0.000153419,0.00034454674],"domain_scores_gemma":[0.9993361,0.00008983568,0.00008410136,0.00009954948,0.000017665616,0.00037270473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006144723,0.00010398153,0.00021630622,0.0004609671,0.00007247144,0.000038439615,0.00015561431,0.00012981852,0.0001979215],"category_scores_gemma":[0.00017171603,0.00009083048,0.00004154945,0.0002850352,0.00009538221,0.00012621966,0.00000410101,0.0005044494,0.000002182547],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013542321,0.00006756872,0.12873086,0.000034442284,0.000016576567,0.0007031132,0.00030689788,0.005696989,0.0022693034,0.00019089415,0.0040806774,0.8577673],"study_design_scores_gemma":[0.01347218,0.0021151574,0.6236814,0.0015232167,0.00006066101,0.0035754025,0.0015733128,0.25704467,0.011925102,0.02368251,0.059295036,0.0020512936],"about_ca_topic_score_codex":0.10681205,"about_ca_topic_score_gemma":0.0087118,"teacher_disagreement_score":0.855716,"about_ca_system_score_codex":0.00003550236,"about_ca_system_score_gemma":0.00028059492,"threshold_uncertainty_score":0.89913577},"labels":[],"label_agreement":null},{"id":"W2145092693","doi":"10.1190/1.1988186","title":"Gaussian beam migration of common-shot records","year":2005,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":214,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prestack; Azimuth; Extrapolation; Seismic migration; Gaussian beam; Gaussian; Geology; Offset (computer science); Computer science; Beam (structure); Shot (pellet); Algorithm; Seismology; Optics; Mathematics; Statistics; Physics","score_opus":0.014678852730606921,"score_gpt":0.22216001818257147,"score_spread":0.20748116545196454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145092693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97125524,0.0000910766,0.00023088239,0.0012784024,0.00014277361,0.00006028081,0.0000322708,0.00008066374,0.026828399],"genre_scores_gemma":[0.9959821,0.000045694404,0.0018098663,0.0014376439,0.00014890042,3.1692971e-7,0.000093585666,0.0000018759258,0.0004799859],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995244,0.000017021957,0.00012454217,0.00009648942,0.000120787176,0.00011675078],"domain_scores_gemma":[0.99970806,0.000027930764,0.00006215849,0.00014382864,0.000022465056,0.000035571647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008269824,0.00006335403,0.00009580414,0.000035374607,0.00005365545,0.000012369908,0.0001114318,0.00004285759,0.00040536094],"category_scores_gemma":[0.0000043736736,0.00005516079,0.00004097032,0.00011601666,0.000047529724,0.00017092911,0.000004884928,0.00009871205,0.000198357],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018222398,0.000052311174,0.09387662,0.000017441365,0.000011044757,0.0000011549103,0.00042130498,0.00029413422,0.0004678327,0.00019234938,0.07771323,0.82693434],"study_design_scores_gemma":[0.0003591066,0.00037722892,0.34025976,0.00006513595,0.000032605003,0.000008761334,0.00030549354,0.05512879,0.08661234,0.009701507,0.5066997,0.00044960214],"about_ca_topic_score_codex":0.0073103546,"about_ca_topic_score_gemma":0.00030388415,"teacher_disagreement_score":0.82648474,"about_ca_system_score_codex":0.000002412986,"about_ca_system_score_gemma":0.000016840477,"threshold_uncertainty_score":0.99930006},"labels":[],"label_agreement":null},{"id":"W2145154554","doi":"10.1190/geo2012-0135.1","title":"3D edge detection seismic attributes used to map potential conduits for water and methane in deep gold mines in the Witwatersrand basin, South Africa","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Barrick Gold (Canada)","funders":"","keywords":"Geology; Methane; Diatreme; Electrical conduit; Aquifer; Mining engineering; Coal mining; Reef; Rhombus; Groundwater; Geochemistry; Coal; Geotechnical engineering","score_opus":0.022544159727143805,"score_gpt":0.21228413650078706,"score_spread":0.18973997677364327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145154554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99496764,0.00015587508,0.0034190477,0.000719601,0.0002644438,0.00034249495,0.000042433643,0.000030239004,0.000058202208],"genre_scores_gemma":[0.998225,0.0000034511836,0.00052696554,0.0008917382,0.0001418518,0.000010188229,0.00007556037,0.000004272753,0.00012099129],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912226,0.000078981946,0.00013572698,0.00016489628,0.00011750901,0.0003806109],"domain_scores_gemma":[0.999697,0.00008435768,0.000027440226,0.00011155392,0.00002311789,0.000056513058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043643083,0.00011921304,0.00014931904,0.000096253025,0.00006143432,0.000044334472,0.00011613083,0.000052713287,0.000017606251],"category_scores_gemma":[0.000015208554,0.00007392978,0.0000335286,0.00013634475,0.000045166373,0.00024070535,0.000014081022,0.00008433091,0.000036018042],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015277517,0.00042391915,0.30909058,0.00054954196,0.00012933838,0.000037208523,0.17520945,0.0036538949,0.054202355,0.000044902867,0.017360631,0.43777043],"study_design_scores_gemma":[0.0066936235,0.001565544,0.23754919,0.000196109,0.0002632746,0.00006351369,0.011785504,0.13850841,0.38911325,0.010558513,0.20143953,0.0022635467],"about_ca_topic_score_codex":0.0012065469,"about_ca_topic_score_gemma":0.00008509025,"teacher_disagreement_score":0.43550688,"about_ca_system_score_codex":0.000004704213,"about_ca_system_score_gemma":0.0000060920515,"threshold_uncertainty_score":0.3014769},"labels":[],"label_agreement":null},{"id":"W2145167443","doi":"10.1190/1.1543224","title":"Latest views of the sparse Radon transform","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":411,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia; University of British Columbia Hospital","funders":"Western Digital","keywords":"Radon transform; Algorithm; Computer science; Conjugate gradient method; Missing data; Subspace topology; Krylov subspace; Iterative method; Mathematical optimization; Mathematics; Artificial intelligence","score_opus":0.01796914106076392,"score_gpt":0.20069141853904982,"score_spread":0.1827222774782859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145167443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8333523,0.00039664592,0.0003429238,0.001068282,0.00062737905,0.00024698727,0.000042516363,0.00008166637,0.16384128],"genre_scores_gemma":[0.9980684,0.00004613279,0.00040005622,0.00080899446,0.000018892035,2.7286504e-7,0.0000055882792,0.0000015876333,0.0006501063],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999565,0.000034020683,0.00009590448,0.000079051504,0.00011111784,0.000114881645],"domain_scores_gemma":[0.99973255,0.000025453417,0.00004067217,0.00016253248,0.000015335672,0.00002344314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011310021,0.00005885215,0.000081378465,0.000012607522,0.00006549782,0.0000075460944,0.00013196473,0.00002227043,0.00029704318],"category_scores_gemma":[0.000009817767,0.000036440244,0.00006360106,0.00014812205,0.00006709508,0.00007225683,0.000002124407,0.000074463875,0.00008788547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027488482,0.00011851424,0.17435554,0.00010354299,0.00003938338,0.0000043684554,0.0018703445,0.00043870424,0.0011963254,0.0056224316,0.08171281,0.73451054],"study_design_scores_gemma":[0.00030599625,0.000108576576,0.06538059,0.000048657752,0.000029110024,0.000009557152,0.0001863144,0.0029451398,0.088305876,0.036020663,0.80641496,0.00024455524],"about_ca_topic_score_codex":0.000974717,"about_ca_topic_score_gemma":0.000021827438,"teacher_disagreement_score":0.734266,"about_ca_system_score_codex":0.000001219693,"about_ca_system_score_gemma":0.000024091516,"threshold_uncertainty_score":0.32524145},"labels":[],"label_agreement":null},{"id":"W2145522180","doi":"10.1190/geo2014-0209.1","title":"Improving input/output performance in 2D and 3D angle-domain common-image gathers from reverse time migration","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"University of Texas at Dallas","keywords":"Seismic migration; Reflector (photography); Computer science; Extrapolation; Poynting vector; Time domain; Bottleneck; Prestack; Algorithm; Amplitude; Optics; Geology; Physics; Mathematics; Computer vision; Mathematical analysis","score_opus":0.010575919542550705,"score_gpt":0.18736228770212665,"score_spread":0.17678636815957594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145522180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99679524,0.00010114942,0.00034787232,0.00028906736,0.0001025309,0.00009439208,0.000038073293,0.00007208864,0.0021596109],"genre_scores_gemma":[0.9879818,0.00003851012,0.010369516,0.0010308378,0.00009446876,0.000001022934,0.00018323978,0.0000050254994,0.0002955698],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931175,0.00005189082,0.00012739807,0.00018516462,0.00014757425,0.00017620427],"domain_scores_gemma":[0.99964637,0.000036287136,0.00006439029,0.00015329188,0.00002303415,0.00007664651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021959259,0.000104568884,0.00012919726,0.000052070936,0.000062805964,0.000050911247,0.00010876861,0.00004628167,0.000054931577],"category_scores_gemma":[0.00001128809,0.00009622553,0.000018819985,0.0001080124,0.00007737749,0.00045538438,0.000018126595,0.00013145046,0.00031281167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001238016,0.000049838553,0.46773803,0.00003962501,0.000015369253,0.00002634513,0.0056552393,0.0003335335,0.0013729319,0.000011254443,0.034104913,0.49052912],"study_design_scores_gemma":[0.0011369282,0.0003385747,0.16224001,0.000102787424,0.000023338185,0.000008051391,0.001467779,0.7871375,0.0024246692,0.005646524,0.038875207,0.00059861946],"about_ca_topic_score_codex":0.017710451,"about_ca_topic_score_gemma":0.00016140944,"teacher_disagreement_score":0.78680396,"about_ca_system_score_codex":0.000010050254,"about_ca_system_score_gemma":0.000035285946,"threshold_uncertainty_score":0.9888307},"labels":[],"label_agreement":null},{"id":"W2145636454","doi":"10.1190/1.2387139","title":"High-resolution wave-equation amplitude-variation-with-ray-parameter (AVP) imaging with sparseness constraints","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Glycomics Centre; University of Alberta","funders":"","keywords":"Regularization (linguistics); Algorithm; Synthetic data; Amplitude; Inverse problem; Conjugate gradient method; Total variation denoising; Computer science; A priori and a posteriori; Amplitude versus offset; Mathematics; Artificial intelligence; Image (mathematics); Mathematical analysis; Optics; Physics","score_opus":0.01225311245227059,"score_gpt":0.18655856610521124,"score_spread":0.17430545365294065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145636454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7175751,0.000042781365,0.27663615,0.0006355967,0.00026709054,0.00028483482,0.000074276686,0.0003236071,0.004160606],"genre_scores_gemma":[0.97348857,0.000003830283,0.025135515,0.0006215449,0.00017518579,0.0000030345623,0.0004358352,0.0000070409096,0.00012944825],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99886066,0.00004983126,0.00017750911,0.00029756327,0.00031965264,0.0002948136],"domain_scores_gemma":[0.99938846,0.00010786216,0.00013395929,0.00021559141,0.000105057006,0.000049046783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014867292,0.00016882998,0.00015648239,0.000074607015,0.00020507799,0.00012515967,0.00010085396,0.000039216513,0.0002494647],"category_scores_gemma":[0.000009851193,0.00012890228,0.000032829335,0.00023708635,0.0002041107,0.00043157645,0.0000069912358,0.00012180554,0.00015023701],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004951826,0.00031169778,0.4091528,0.0001246338,0.00015219701,0.0001515639,0.00089323864,0.07562802,0.0022369332,0.018019542,0.011495885,0.4813383],"study_design_scores_gemma":[0.0009668218,0.00018133414,0.73073393,0.00009527239,0.0000780174,0.00004320205,0.00013731373,0.23844963,0.002110172,0.02410201,0.0024718104,0.0006305118],"about_ca_topic_score_codex":0.016178815,"about_ca_topic_score_gemma":0.000070144684,"teacher_disagreement_score":0.48070776,"about_ca_system_score_codex":0.000014010951,"about_ca_system_score_gemma":0.000062831175,"threshold_uncertainty_score":0.99037254},"labels":[],"label_agreement":null},{"id":"W2145858541","doi":"10.1190/1.3374434","title":"Refocusing migrated seismic images in absorptive media","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Colorado School of Mines","keywords":"Deblurring; Deconvolution; Seismic migration; Absorption (acoustics); Geophysical imaging; Convergence (economics); Algorithm; Computer science; Geology; Inverse problem; Function (biology); Seismology; Image restoration; Image (mathematics); Mathematics; Optics; Physics; Image processing; Mathematical analysis; Computer vision","score_opus":0.00746359886270099,"score_gpt":0.19951169766733481,"score_spread":0.19204809880463383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145858541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902267,0.00004093634,0.00010728541,0.00044398115,0.00043944595,0.00006354431,0.000034868044,0.00012628816,0.00851695],"genre_scores_gemma":[0.99686587,0.000022623397,0.0017514693,0.0009876844,0.00012633065,5.580227e-7,0.00006981777,0.0000037521002,0.00017189367],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992872,0.000027877059,0.00012371205,0.00018915866,0.00013735844,0.00023472855],"domain_scores_gemma":[0.99961007,0.000081629834,0.000046838904,0.00016980935,0.000035282446,0.00005634942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015297244,0.00010394042,0.000117334646,0.000086408654,0.0000644688,0.000037984733,0.00016487432,0.000060162904,0.00033335492],"category_scores_gemma":[0.00003752088,0.00008948464,0.000034155993,0.00027479153,0.00010426432,0.00022949131,0.000010089124,0.00033206953,0.00040674472],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005391944,0.00006790849,0.15855083,0.000023285318,0.000014914641,0.0000841232,0.0022618782,0.0003195915,0.023326356,0.00018639128,0.028200569,0.78691024],"study_design_scores_gemma":[0.0008233575,0.00011361495,0.68363255,0.000087420325,0.000023356573,0.000030972576,0.0009585164,0.05784263,0.15580079,0.050638508,0.04912306,0.0009252166],"about_ca_topic_score_codex":0.013206903,"about_ca_topic_score_gemma":0.00044748437,"teacher_disagreement_score":0.785985,"about_ca_system_score_codex":0.0000030856643,"about_ca_system_score_gemma":0.00003727438,"threshold_uncertainty_score":0.9933642},"labels":[],"label_agreement":null},{"id":"W2145931035","doi":"10.1190/1.1816650","title":"Crosswell seismic imaging for horizontal drilling of the high porosity sand; Crystal Viking Pool, Alberta, Canada","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Drilling; Porosity; Directional drilling; Geophysical imaging; Petroleum engineering; Seismology; Geotechnical engineering; Mining engineering; Materials science","score_opus":0.006133673464567287,"score_gpt":0.18500429605572458,"score_spread":0.1788706225911573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145931035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97987175,0.00012581919,0.006809174,0.0019424048,0.00076232245,0.00023744653,0.00008017928,0.00005749422,0.010113425],"genre_scores_gemma":[0.9946215,0.000013468949,0.0009548022,0.0029191382,0.000085342836,7.6566096e-7,0.000037203507,0.0000049928794,0.0013627876],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895585,0.000029087741,0.00022830712,0.00022031277,0.00023802892,0.00032842957],"domain_scores_gemma":[0.99939036,0.00017541311,0.00010918181,0.00019942668,0.000055310455,0.00007029549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019675469,0.0001335989,0.00016001929,0.000036958536,0.00035604023,0.000048923972,0.0002934133,0.000032873482,0.0005245312],"category_scores_gemma":[0.000038571063,0.00009219593,0.00008663726,0.00014115656,0.00009469062,0.0001930625,0.000021509348,0.0001069677,0.0000030014828],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102519254,0.000022930484,0.8588836,0.000044335877,0.000033801596,0.000011113871,0.00026719493,0.0026038114,0.0017845338,0.00010929634,0.08145562,0.054681197],"study_design_scores_gemma":[0.0011699466,0.00013555572,0.109312914,0.00013569945,0.000072264236,0.00017325798,0.0012669002,0.49839813,0.14310181,0.002244144,0.24319382,0.00079554867],"about_ca_topic_score_codex":0.97639984,"about_ca_topic_score_gemma":0.47471645,"teacher_disagreement_score":0.7495707,"about_ca_system_score_codex":0.00002129174,"about_ca_system_score_gemma":0.00021115497,"threshold_uncertainty_score":0.57432485},"labels":[],"label_agreement":null},{"id":"W2146148548","doi":"10.1190/1.2369729","title":"Velocity‐independent layer stripping of PP and PS reflection traveltimes","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stripping (fiber); Reflection (computer programming); Layer (electronics); Geology; Optics; Materials science; Computer science; Physics; Composite material","score_opus":0.016532138886646962,"score_gpt":0.22504951291659814,"score_spread":0.20851737402995119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146148548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85305625,0.0006479617,0.0062128864,0.00053470663,0.0001567954,0.0001065068,0.00001223833,0.00016350966,0.13910916],"genre_scores_gemma":[0.9946899,0.000058430007,0.0035142782,0.00024627888,0.000031594835,1.5082274e-7,0.000013538399,0.0000011665888,0.0014446587],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995372,0.000019656594,0.00011676697,0.00011242802,0.00011499163,0.000098930104],"domain_scores_gemma":[0.9998334,0.000026566298,0.000038300204,0.00005824133,0.000020160975,0.000023347844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014656043,0.000054160944,0.000076113196,0.000054540298,0.00005986197,0.000018556326,0.000045753583,0.000036201545,0.000746966],"category_scores_gemma":[0.0000057381753,0.000043126605,0.000019604444,0.000081191145,0.00004078997,0.00010896153,0.0000039801143,0.000053675987,0.000013947608],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053068405,0.000041778152,0.36660764,0.000052675707,0.000023631199,0.0000066726448,0.00021952634,0.00028746232,0.005547661,0.0009387264,0.07858785,0.5476333],"study_design_scores_gemma":[0.0005692684,0.00026468633,0.64478284,0.000049543916,0.00002558334,0.00005354862,0.0006338068,0.07499325,0.21686213,0.011818154,0.049579702,0.0003674653],"about_ca_topic_score_codex":0.0219272,"about_ca_topic_score_gemma":0.00017831087,"teacher_disagreement_score":0.5472658,"about_ca_system_score_codex":0.000002082958,"about_ca_system_score_gemma":0.000012028756,"threshold_uncertainty_score":0.9845859},"labels":[],"label_agreement":null},{"id":"W2146305038","doi":"10.1190/1.3509468","title":"Beyond alias hierarchical scale curvelet interpolation of regularly and irregularly sampled seismic data","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":193,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Curvelet; Alias; Algorithm; Interpolation (computer graphics); Seismogram; Computer science; Geology; Mathematics; Artificial intelligence; Seismology; Data mining; Wavelet; Image (mathematics)","score_opus":0.014831398905546807,"score_gpt":0.22947577911398798,"score_spread":0.21464438020844118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146305038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923196,0.000062288906,0.0043887817,0.00077327224,0.0003197522,0.00010639992,0.0003493996,0.000071763934,0.0016087303],"genre_scores_gemma":[0.98544663,0.000016728787,0.012889051,0.00058862305,0.00013008475,3.6773582e-7,0.0007381447,0.0000045321226,0.00018583304],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990953,0.00004918689,0.00018529485,0.000286998,0.00020438313,0.00017881086],"domain_scores_gemma":[0.9991294,0.0000969019,0.00009110112,0.000553386,0.000047376572,0.00008179219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031184786,0.000110229645,0.00016262177,0.000064808104,0.00008938652,0.00005431942,0.0003817481,0.000072855924,0.00016830508],"category_scores_gemma":[0.000041982225,0.00009782525,0.000030005811,0.00014234788,0.00025937145,0.0004952154,0.000070877664,0.00026162254,0.00002812695],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008774223,0.00006732925,0.14180604,0.000078927354,0.000040820996,0.0000040584705,0.0008626023,0.000009200445,0.016942546,0.0014221221,0.023555223,0.8151234],"study_design_scores_gemma":[0.00054797024,0.00023373272,0.37059608,0.000043539327,0.000056445402,0.00003510945,0.00015107718,0.49404386,0.0042304723,0.10216306,0.027460616,0.00043803616],"about_ca_topic_score_codex":0.0042750263,"about_ca_topic_score_gemma":0.0001198157,"teacher_disagreement_score":0.81468534,"about_ca_system_score_codex":0.0000010884424,"about_ca_system_score_gemma":0.000038298713,"threshold_uncertainty_score":0.64625895},"labels":[],"label_agreement":null},{"id":"W2146327991","doi":"10.1190/1.3337695","title":"Direct nonlinear <i>Q</i> -compensation of seismic primaries reflecting from a stratified, two-parameter absorptive medium","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Nonlinear system; Inversion (geology); Broadband; Compensation (psychology); Scattering; Reflection (computer programming); Attenuation; Inverse; Operator (biology); Mathematical analysis; Seismic inversion; Physics; Mathematics; Optics; Computer science; Geology; Geometry; Seismology","score_opus":0.015817145173404212,"score_gpt":0.24511229045960659,"score_spread":0.22929514528620237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146327991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98741144,0.000022594337,0.00074493553,0.0001778373,0.00056145404,0.00011643396,0.00013293116,0.000117526855,0.01071487],"genre_scores_gemma":[0.9800157,0.0000070882033,0.018596143,0.0007625898,0.00025903643,9.4798753e-7,0.00024446662,0.000005296286,0.000108763066],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999081,0.000044582917,0.00021711076,0.00023730921,0.00022812252,0.00019187367],"domain_scores_gemma":[0.99912024,0.0003358296,0.00016414112,0.0002432464,0.00008389125,0.000052674164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017608935,0.00013240844,0.00020336732,0.00004835911,0.00010469599,0.000047547976,0.00018190431,0.000052438623,0.00024433396],"category_scores_gemma":[0.000071579365,0.000115581475,0.00006702126,0.00015968241,0.00015072445,0.00024643977,0.000014563685,0.00027569264,0.000085982705],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038149682,0.00024017038,0.112719156,0.00010227144,0.000248455,0.000021571164,0.006722257,0.0016278612,0.29329273,0.00039347453,0.006867118,0.57738346],"study_design_scores_gemma":[0.000648726,0.00019659514,0.0450962,0.00005983412,0.000077243705,0.0000054158177,0.00048343916,0.1688491,0.74611807,0.028416835,0.009505504,0.0005430319],"about_ca_topic_score_codex":0.023657704,"about_ca_topic_score_gemma":0.0004167811,"teacher_disagreement_score":0.5768404,"about_ca_system_score_codex":0.0000029497078,"about_ca_system_score_gemma":0.0000729644,"threshold_uncertainty_score":0.9828438},"labels":[],"label_agreement":null},{"id":"W2146588345","doi":"10.1002/2015gl063093","title":"Hydraulic fracture energy budget: Insights from the laboratory","year":2015,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Induced seismicity; Hydraulic fracturing; Fracture (geology); Geology; Deformation (meteorology); Range (aeronautics); Displacement (psychology); Acoustic emission; Energy budget; Energy (signal processing); Geotechnical engineering; Seismology; Materials science; Composite material; Physics","score_opus":0.027504609083892587,"score_gpt":0.26444310293093004,"score_spread":0.23693849384703747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146588345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8555129,0.001548927,0.0006856105,0.13352759,0.00045168903,0.0001791247,0.00007797219,0.00024177044,0.0077743754],"genre_scores_gemma":[0.91339487,0.000026873307,0.00012782378,0.085449375,0.0007573957,0.0000029096018,0.00009222149,0.0000051830352,0.00014336598],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770606,0.0004920709,0.000112666865,0.00030263173,0.0009634411,0.0004231274],"domain_scores_gemma":[0.9984668,0.0007245733,0.000028428703,0.0003893478,0.00012521983,0.00026566483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032782624,0.000119907156,0.00012601509,0.00007054027,0.00026013263,0.00013512552,0.00059611164,0.000061067185,0.00020891079],"category_scores_gemma":[0.00021477389,0.00007168487,0.000051549283,0.0004641,0.00041271793,0.00023908804,0.000045098473,0.0005702796,0.0010556389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033660537,0.000015483365,0.0017856598,0.0000012131735,0.000013825512,0.00003462997,0.00047585415,0.000062540435,0.00089218665,0.00010888312,0.98204565,0.014530397],"study_design_scores_gemma":[0.00016699565,0.00007608346,0.01819153,0.000012654286,0.0000035552912,5.725123e-7,0.0002694223,0.004359608,0.004133927,0.00888185,0.96377176,0.00013201866],"about_ca_topic_score_codex":0.0737099,"about_ca_topic_score_gemma":0.000111038054,"teacher_disagreement_score":0.07359886,"about_ca_system_score_codex":0.00001530002,"about_ca_system_score_gemma":0.00011394609,"threshold_uncertainty_score":0.9997222},"labels":[],"label_agreement":null},{"id":"W2147259636","doi":"10.1111/j.1365-246x.2004.02133.x","title":"Null-space and statistical significance of first-arrival traveltime inversion","year":2004,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Classification of discontinuities; Inversion (geology); Mathematics; A priori and a posteriori; Null (SQL); Monte Carlo method; Parameter space; Statistical physics; Statistics; Mathematical analysis; Physics; Geology; Computer science; Seismology","score_opus":0.009149019568505789,"score_gpt":0.22184724820027682,"score_spread":0.21269822863177104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147259636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96063215,0.000081559934,0.0254125,0.0072164447,0.0006992819,0.00008556364,0.0001336567,0.000041331143,0.0056974953],"genre_scores_gemma":[0.9913935,0.00007327268,0.007796644,0.00039618294,0.00020084075,2.1639697e-7,0.00002034968,0.0000024022656,0.000116571435],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991588,0.000025558951,0.00018303972,0.0001343892,0.00035724533,0.00014097884],"domain_scores_gemma":[0.99952453,0.00011036379,0.000098526994,0.000055521923,0.00008273097,0.00012829581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012855181,0.00008598546,0.000121214835,0.00007520885,0.000099101766,0.00004893579,0.0001871925,0.00003441549,0.00077225437],"category_scores_gemma":[0.00006281085,0.00007035451,0.00004839618,0.00006325059,0.00017948984,0.0002185411,0.0000150255755,0.00021108935,0.0000572974],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015528044,0.00091215805,0.3275892,0.00014354258,0.000549451,0.00065613247,0.0032407974,0.008844047,0.0074715912,0.06317217,0.079694174,0.5061739],"study_design_scores_gemma":[0.0030350501,0.00103426,0.6094008,0.00029612068,0.00006293464,0.00060106843,0.0006741691,0.10670529,0.015212224,0.22194944,0.0403657,0.0006629364],"about_ca_topic_score_codex":0.0013821777,"about_ca_topic_score_gemma":0.000008191269,"teacher_disagreement_score":0.505511,"about_ca_system_score_codex":0.000013379974,"about_ca_system_score_gemma":0.000041733343,"threshold_uncertainty_score":0.84556437},"labels":[],"label_agreement":null},{"id":"W2147543241","doi":"10.1177/1464419313488465","title":"Three-dimensional shear and compressional wave propagation of multiple point sources in fluid-saturated elastic porous media","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part K Journal of Multi-body Dynamics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Longitudinal wave; Point source; Shear (geology); Mechanics; Shear waves; Wave propagation; Porous medium; Displacement (psychology); Physics; Porosity; Geology; Geotechnical engineering; Optics","score_opus":0.012404504809255295,"score_gpt":0.19580909665582674,"score_spread":0.18340459184657146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147543241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99284506,0.00017955327,0.005964347,0.0003848352,0.00033373202,0.00023021364,0.000029894922,0.0000140510565,0.000018339097],"genre_scores_gemma":[0.9868525,0.000040233466,0.013020764,0.00003820156,0.000029927109,8.560217e-7,0.000009930199,0.0000043315863,0.0000032249254],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984629,0.00001645939,0.0007386016,0.00013077419,0.00049259217,0.00015865837],"domain_scores_gemma":[0.9985378,0.00018301922,0.0006103796,0.000058223544,0.00051758694,0.00009303822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059919636,0.00014277818,0.00033918704,0.00021670696,0.000056155837,0.000013751727,0.00022992518,0.000104237064,0.00003403037],"category_scores_gemma":[0.0007665617,0.000094317715,0.000089405934,0.00023165977,0.00024531502,0.0004025679,0.000040763724,0.00030608883,8.197058e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024919056,0.0018272462,0.1916422,0.0018370757,0.00056964444,0.000024103185,0.0022580242,0.39475334,0.33624515,0.013206708,0.0024042104,0.05274041],"study_design_scores_gemma":[0.00084327115,0.00016712613,0.018726317,0.0005610766,0.000027356135,0.0000738972,0.00020253117,0.94808584,0.030560583,0.00063714443,0.000015237448,0.00009959157],"about_ca_topic_score_codex":0.0004176396,"about_ca_topic_score_gemma":0.00001928476,"teacher_disagreement_score":0.55333257,"about_ca_system_score_codex":0.000024838035,"about_ca_system_score_gemma":0.00007778388,"threshold_uncertainty_score":0.3846165},"labels":[],"label_agreement":null},{"id":"W2148016564","doi":"10.1190/1.1487311","title":"Joint <i>PP</i> and <i>PS</i> seismic inversion","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Husky Energy (Canada); University of Calgary","funders":"","keywords":"Joint (building); Inversion (geology); Geology; Seismology; Structural engineering; Engineering","score_opus":0.023389990122991,"score_gpt":0.21334861527876603,"score_spread":0.18995862515577502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148016564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8885367,0.001898882,0.0010436866,0.013510172,0.0006686502,0.00018456872,0.000009571172,0.0004073407,0.09374046],"genre_scores_gemma":[0.9811272,0.0008548815,0.00025816518,0.014154103,0.00013251245,4.5630648e-7,0.000011359164,0.0000040012833,0.0034572915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999315,0.00005707884,0.000108329026,0.00017021215,0.0001241559,0.00022517635],"domain_scores_gemma":[0.9996173,0.00007553649,0.000042254298,0.00018207365,0.00001411817,0.00006872312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003567739,0.00010006038,0.00010837755,0.000044914363,0.00026607505,0.000058306185,0.00016783857,0.000041425483,0.00021880228],"category_scores_gemma":[0.00002288883,0.0000649401,0.00003451889,0.00015029071,0.00014294132,0.00015966002,0.00002163741,0.00017050098,0.00072128413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002529881,0.000008242156,0.037614793,0.000013948805,0.000010300775,0.000024598941,0.0006992958,0.00009199652,0.0005932488,0.000083645755,0.69236743,0.26846722],"study_design_scores_gemma":[0.00020493112,0.00007192036,0.0040383385,0.000046398665,0.00001684598,0.00016432622,0.00025511815,0.0629117,0.0039702863,0.002660633,0.9254649,0.00019456202],"about_ca_topic_score_codex":0.0013620917,"about_ca_topic_score_gemma":0.000014923814,"teacher_disagreement_score":0.26827267,"about_ca_system_score_codex":0.000004719946,"about_ca_system_score_gemma":0.00001248857,"threshold_uncertainty_score":0.9270889},"labels":[],"label_agreement":null},{"id":"W2148228104","doi":"10.1190/1.1444899","title":"Use of multiattribute transforms to predict log properties from seismic data","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":614,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Artificial neural network; Computer science; Series (stratigraphy); Algorithm; Data mining; Probabilistic neural network; Nonlinear system; Pattern recognition (psychology); Mathematics; Artificial intelligence; Geology; Time delay neural network","score_opus":0.07823300361671363,"score_gpt":0.22752859505179357,"score_spread":0.14929559143507992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148228104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98554254,0.00012818353,0.010633126,0.0008970946,0.00021450694,0.00022131138,0.001880337,0.00014571706,0.00033721028],"genre_scores_gemma":[0.99302715,0.00013152724,0.0034740393,0.0020288853,0.00009981874,7.913734e-7,0.0009493193,0.000004430555,0.0002840597],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991158,0.000025356436,0.00017693629,0.0002591884,0.00020743994,0.00021523204],"domain_scores_gemma":[0.99925846,0.00004977207,0.000044970166,0.00052285026,0.00004176379,0.00008217737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009213186,0.00011277573,0.00016457531,0.00004400307,0.000065732595,0.000037138863,0.00044165805,0.000041642616,0.00015217578],"category_scores_gemma":[0.000028486777,0.00008403717,0.000035641406,0.00018532848,0.00006705484,0.0006015904,0.000034115008,0.0000952256,0.00018224516],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019761774,0.00007831864,0.10380928,0.000030661,0.00006727368,0.000015388712,0.0009024048,0.0034371149,0.0017328394,0.0000075039784,0.050329234,0.83939236],"study_design_scores_gemma":[0.00035888617,0.00026812276,0.06676566,0.00012736238,0.000058394824,0.000005946452,0.00020317503,0.5445273,0.01774825,0.0012999607,0.36822736,0.00040956758],"about_ca_topic_score_codex":0.04905513,"about_ca_topic_score_gemma":0.0001366805,"teacher_disagreement_score":0.83898276,"about_ca_system_score_codex":0.0000026706487,"about_ca_system_score_gemma":0.00003726815,"threshold_uncertainty_score":0.9572773},"labels":[],"label_agreement":null},{"id":"W2148628184","doi":"10.1190/1.2348633","title":"Fourier reconstruction of marine-streamer data in four spatial coordinates","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Technische Universiteit Delft; University of Alberta","keywords":"Azimuth; Interpolation (computer graphics); Midpoint; Offset (computer science); Fourier transform; Fourier series; Spatial reference system; Fourier analysis; Algorithm; Inversion (geology); Computer science; Geodesy; Geology; Geometry; Mathematics; Mathematical analysis; Computer vision","score_opus":0.013723680103685389,"score_gpt":0.203370795247758,"score_spread":0.18964711514407262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148628184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834383,0.000032986365,0.0005322396,0.00017792762,0.00024383194,0.000067509216,0.00011269215,0.000043378703,0.015351127],"genre_scores_gemma":[0.9953749,0.000014555969,0.0038209967,0.00008451301,0.00012006006,2.4605683e-7,0.00032473734,0.0000020783382,0.00025790872],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994292,0.000024291001,0.00014734022,0.00016136166,0.00011066133,0.00012713995],"domain_scores_gemma":[0.9995778,0.0000395201,0.00007051853,0.00027146048,0.00002402485,0.000016631033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011510463,0.000067536814,0.000107370885,0.000056214696,0.000028142409,0.000012292613,0.00018528191,0.000032142263,0.00036092504],"category_scores_gemma":[0.000013438463,0.00006150022,0.000020135796,0.00013907476,0.000071338465,0.0002231631,0.000030460831,0.00007714147,0.0000376659],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008407186,0.000007802994,0.4758522,0.0000062360164,0.0000022416793,0.000002308611,0.0000063963425,0.000043456683,0.000028262773,0.000029925688,0.0023330238,0.52167976],"study_design_scores_gemma":[0.00032141383,0.00006416702,0.84609455,0.000032431915,0.000013807319,0.000015198264,0.00005555194,0.112650715,0.0031533344,0.029070921,0.008333283,0.00019460393],"about_ca_topic_score_codex":0.13235323,"about_ca_topic_score_gemma":0.001048742,"teacher_disagreement_score":0.52148515,"about_ca_system_score_codex":0.000002260958,"about_ca_system_score_gemma":0.000023032488,"threshold_uncertainty_score":0.87342453},"labels":[],"label_agreement":null},{"id":"W2149043010","doi":"10.1088/1742-2132/5/1/011","title":"Inherent transversely isotropic elastic parameters of over-consolidated shale measured by ultrasonic waves and their comparison with static and acoustic<i>in situ</i>log measurements","year":2008,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Transverse isotropy; Ultrasonic sensor; Anisotropy; Acoustics; Transducer; Shear waves; Geology; Isotropy; Longitudinal wave; Ultrasonic testing; Materials science; Acoustic wave; Shear (geology); Mechanics; Mineralogy; Optics; Physics; Composite material; Wave propagation","score_opus":0.018229208710241855,"score_gpt":0.19125055715622574,"score_spread":0.17302134844598388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149043010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954285,0.0009313923,0.0034950452,0.000021849191,0.00003696347,0.00005272765,0.000012024748,0.000007531484,0.000013940652],"genre_scores_gemma":[0.9983701,0.00048712592,0.0011003311,0.000026077856,0.000007326369,1.9642714e-7,0.000003091218,0.0000037713785,0.0000019634851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993894,0.000018911944,0.00021852044,0.000086935084,0.00015082498,0.00013539012],"domain_scores_gemma":[0.99965966,0.00008068789,0.000108480875,0.00004191221,0.00003407596,0.000075173026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010521544,0.00011470937,0.0002638081,0.00007921762,0.00003573375,0.000016893904,0.00004739339,0.000025718882,0.000003483096],"category_scores_gemma":[0.000012399026,0.000082746046,0.000020838577,0.00008592229,0.00006560486,0.00015503714,0.000002969458,0.00014620736,1.1629506e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052977225,0.00023029814,0.65222925,0.0006367609,0.00051544566,0.000048469425,0.007846294,0.057460602,0.24121028,0.000005622941,0.00075523095,0.038531948],"study_design_scores_gemma":[0.0035985145,0.0020152826,0.68456215,0.00092733983,0.00017148981,0.00026050032,0.00150811,0.25231397,0.05374194,0.00015868041,0.00016526629,0.0005767417],"about_ca_topic_score_codex":0.00023614554,"about_ca_topic_score_gemma":0.000011888714,"teacher_disagreement_score":0.19485337,"about_ca_system_score_codex":0.000005328662,"about_ca_system_score_gemma":0.000020238753,"threshold_uncertainty_score":0.3374286},"labels":[],"label_agreement":null},{"id":"W2149084775","doi":"10.1190/1.3493638","title":"Deconvolution imaging conditions and cross-talk suppression","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Deconvolution; Blind deconvolution; Energy (signal processing); Wiener deconvolution; Optics; Crosstalk; Computer science; Physics; Mathematics; Statistics","score_opus":0.005619751076185209,"score_gpt":0.23203806490278178,"score_spread":0.22641831382659658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149084775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99326134,0.00004965933,0.00022890184,0.00026221812,0.0004901876,0.00004884218,0.00005038025,0.00012109559,0.005487367],"genre_scores_gemma":[0.99802464,0.000012633274,0.000832748,0.00067729235,0.000109397704,5.966896e-7,0.000119815064,0.000002180422,0.00022070744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954,0.000011626268,0.00007525916,0.00014380402,0.00008380075,0.00014552507],"domain_scores_gemma":[0.99971545,0.000040401883,0.000033590186,0.000118706266,0.000030287722,0.00006156767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007877296,0.000067169145,0.000058294376,0.000033585722,0.0002355578,0.0000774365,0.00007460534,0.000029756298,0.00066805934],"category_scores_gemma":[0.000016977603,0.00005948805,0.000023036333,0.000060212333,0.00016173336,0.00034697584,0.00001071812,0.00015390493,0.00012305137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010690267,0.00001922609,0.7856499,0.000016588872,0.0000059492454,0.000009737236,0.00015926258,0.000021999269,0.015456857,0.0008801406,0.01888559,0.17888406],"study_design_scores_gemma":[0.00020018274,0.00002100532,0.88992834,0.000013044679,0.000008680028,0.00004104413,0.000061710336,0.04135016,0.0097553395,0.028004972,0.030429889,0.00018562889],"about_ca_topic_score_codex":0.001605933,"about_ca_topic_score_gemma":0.000022999306,"teacher_disagreement_score":0.17869844,"about_ca_system_score_codex":9.840711e-7,"about_ca_system_score_gemma":0.000014583839,"threshold_uncertainty_score":0.7314781},"labels":[],"label_agreement":null},{"id":"W2149165195","doi":"10.1111/j.1745-6584.2007.00388.x","title":"Hydraulic Tomography for Detecting Fracture Zone Connectivity","year":2007,"lang":"en","type":"article","venue":"Ground Water","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Shanxi Scholarship Council of China; National Natural Science Foundation of China; National Science Foundation","keywords":"Geology; Tomography; Fracture (geology); Hydraulic fracturing; Geotechnical engineering; Radiology; Medicine","score_opus":0.012672608237755154,"score_gpt":0.21960843926523824,"score_spread":0.20693583102748309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149165195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9134924,0.00010780706,0.08152753,0.00076167134,0.00035386242,0.00018190508,0.000009034414,0.0002102309,0.0033555836],"genre_scores_gemma":[0.9923501,0.0000025379838,0.0022261015,0.004924835,0.00018471992,0.0000011302666,0.000051568284,0.000004184542,0.00025482048],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991685,0.0000193188,0.00012506673,0.00020238604,0.00011285309,0.00037186552],"domain_scores_gemma":[0.9995997,0.00014240667,0.000029179795,0.00012845227,0.000030202547,0.00007009171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006511697,0.00010438501,0.00010793804,0.00010923954,0.0002367556,0.000057607558,0.000109666886,0.000060963255,0.00038611054],"category_scores_gemma":[0.0000167539,0.00006818433,0.00008280412,0.000083494706,0.000049833205,0.00020720555,0.00000636596,0.00012037586,0.00007062801],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032452203,0.00005392713,0.24773537,0.00008704942,0.00007897123,0.000043245873,0.0019148958,0.00013462691,0.0028857377,0.00003697307,0.022676004,0.7240287],"study_design_scores_gemma":[0.0005148591,0.00028273056,0.079720214,0.000020207368,0.000024870515,0.000057211146,0.00043477048,0.0040432354,0.23102432,0.0068408498,0.67661536,0.0004213438],"about_ca_topic_score_codex":0.0038915682,"about_ca_topic_score_gemma":0.0001659212,"teacher_disagreement_score":0.72360736,"about_ca_system_score_codex":0.00000403059,"about_ca_system_score_gemma":0.0000044752255,"threshold_uncertainty_score":0.5882913},"labels":[],"label_agreement":null},{"id":"W2149701405","doi":"10.1190/1.3230495","title":"3D seismic reflection imaging of volcanic-hosted massive sulfide deposits: Insights from reprocessing Halfmile Lake data, New Brunswick, Canada","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Colorado School of Mines","keywords":"Geology; Seismology; Petrophysics; Reflection (computer programming); Volcano; Prestack","score_opus":0.01279250220240819,"score_gpt":0.21701588255817436,"score_spread":0.20422338035576618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149701405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98407465,0.0018353008,0.0060705496,0.001428428,0.0007364581,0.00020633751,0.00020924791,0.0002592366,0.0051797633],"genre_scores_gemma":[0.9928348,0.000038839935,0.0023615828,0.0030445661,0.00023427952,1.06751365e-7,0.0012120865,0.000006625435,0.00026708347],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985992,0.000055249748,0.00029250234,0.00045630452,0.00033464187,0.00026211832],"domain_scores_gemma":[0.99890494,0.00008574792,0.0002308111,0.00057771016,0.000082525905,0.000118266806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071720955,0.00018570361,0.00024763445,0.000063616135,0.00018747675,0.00006616448,0.00042933528,0.00004891018,0.000072173905],"category_scores_gemma":[0.000044866247,0.0001707976,0.00003393884,0.00035616476,0.00004345749,0.0006212164,0.000028930785,0.00020460517,0.000017272981],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011711255,0.00003181313,0.06729196,0.000031536376,0.000052701642,0.000077324796,0.0006031779,0.0015544604,0.0020559304,0.000025090387,0.06667469,0.8614842],"study_design_scores_gemma":[0.0013242237,0.00033622404,0.32838243,0.0005371598,0.00023858238,0.000034966237,0.0007667109,0.5007295,0.07408235,0.014385426,0.07791953,0.0012628774],"about_ca_topic_score_codex":0.9433456,"about_ca_topic_score_gemma":0.7762744,"teacher_disagreement_score":0.8602213,"about_ca_system_score_codex":0.000021331078,"about_ca_system_score_gemma":0.0013244855,"threshold_uncertainty_score":0.69649243},"labels":[],"label_agreement":null},{"id":"W2150037503","doi":"10.1111/j.1365-246x.2010.04904.x","title":"Panel deconvolution of receiver-function gathers: improved images via cross-trace constraints","year":2011,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Deconvolution; Receiver function; Stacking; Algorithm; Computer science; Geology; Seismic trace; Minification; Mathematical optimization; Seismology; Mathematics; Wavelet; Physics; Artificial intelligence","score_opus":0.025516270579521768,"score_gpt":0.24065461413668776,"score_spread":0.215138343557166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150037503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9238948,0.00011326645,0.05000083,0.0003345663,0.0025064603,0.0001081372,0.00009218205,0.000089604415,0.022860114],"genre_scores_gemma":[0.9960977,0.000040234172,0.0029160054,0.00028450033,0.00027355112,4.091569e-7,0.000023083447,0.0000032694552,0.0003612651],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99909264,0.00004918155,0.0002801849,0.00015058834,0.00025886775,0.00016854689],"domain_scores_gemma":[0.999324,0.000053455024,0.00023365437,0.0000819496,0.00021459078,0.00009233035],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025061885,0.000102166894,0.0001201197,0.000097852426,0.00009976668,0.000054092812,0.00025991452,0.00005506108,0.0048817014],"category_scores_gemma":[0.000046275192,0.000085527485,0.00012180639,0.00007115542,0.0002967637,0.0005663355,0.0000122915635,0.00024416184,0.00014330039],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069685583,0.00029555845,0.16402192,0.000016900465,0.0002806337,0.000036117595,0.0006954428,0.00008301149,0.024534551,0.0005090153,0.007298516,0.8015315],"study_design_scores_gemma":[0.0008909653,0.0005833178,0.8875607,0.00007039751,0.000043018594,0.0003237982,0.00030521225,0.033382524,0.0372907,0.035672594,0.003572603,0.00030413995],"about_ca_topic_score_codex":0.0011392806,"about_ca_topic_score_gemma":0.000004194499,"teacher_disagreement_score":0.80122733,"about_ca_system_score_codex":0.000013185098,"about_ca_system_score_gemma":0.000041443553,"threshold_uncertainty_score":0.99602795},"labels":[],"label_agreement":null},{"id":"W2150327213","doi":"10.1190/geo2012-0097.1","title":"Robust estimation of primaries by sparse inversion via one-norm minimization","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Basis pursuit; Inversion (geology); Algorithm; Computer science; Minification; Impulse (physics); Norm (philosophy); Initialization; Mathematical optimization; Mathematics; Compressed sensing; Matching pursuit","score_opus":0.01404102334114517,"score_gpt":0.17821545287017698,"score_spread":0.1641744295290318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150327213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93930125,0.000111981775,0.054338668,0.00073808146,0.00023740946,0.00031019354,0.000043787568,0.00017035154,0.004748248],"genre_scores_gemma":[0.9843145,0.000030351714,0.014225486,0.00064441276,0.000028831053,0.000001232919,0.00047819808,0.0000031680115,0.00027380112],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993799,0.000024460358,0.00014943987,0.00013024309,0.0001844216,0.00013156014],"domain_scores_gemma":[0.99960256,0.00004038199,0.00010943297,0.00013646962,0.00006691427,0.000044248227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056791592,0.00008263397,0.000110729176,0.000044296758,0.0000801713,0.000030961353,0.00010912185,0.00004689361,0.00064758986],"category_scores_gemma":[0.00001820132,0.00007698832,0.000030394242,0.00015640951,0.000084561245,0.000507513,0.000010852335,0.000061120045,0.00030133428],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018676606,0.00007027545,0.018959422,0.000074286836,0.000017865965,3.5220114e-7,0.00040002572,0.010275426,0.0011912866,0.00008611086,0.14211495,0.82679135],"study_design_scores_gemma":[0.00020288989,0.00012803603,0.02296073,0.00003513421,0.00002144307,0.0000011779028,0.00010881752,0.9383383,0.026722582,0.009071291,0.002208999,0.00020063714],"about_ca_topic_score_codex":0.008281106,"about_ca_topic_score_gemma":0.000005653365,"teacher_disagreement_score":0.92806286,"about_ca_system_score_codex":0.0000048511156,"about_ca_system_score_gemma":0.000020870542,"threshold_uncertainty_score":0.99832284},"labels":[],"label_agreement":null},{"id":"W2150659216","doi":"10.1190/1.3587220","title":"How reliable is statistical wavelet estimation?","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"BG Group","keywords":"Wavelet; Kurtosis; Computer science; Seismogram; Algorithm; Phase (matter); Statistics; Mathematics; Geology; Artificial intelligence; Seismology; Physics","score_opus":0.020806500401999477,"score_gpt":0.2036468513101306,"score_spread":0.18284035090813114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150659216","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31349546,0.00032918708,0.33076185,0.006350294,0.002072142,0.0007046546,0.0010221355,0.0016233051,0.34364098],"genre_scores_gemma":[0.904381,0.000016224003,0.0902922,0.0027242717,0.00005733948,7.297427e-7,0.00010504002,0.0000034375569,0.0024197907],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99945575,0.000012205112,0.00006977118,0.00014562377,0.00013946948,0.0001772013],"domain_scores_gemma":[0.9996901,0.000026827664,0.000032612537,0.00015905408,0.000029524166,0.00006184461],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006298684,0.00007599052,0.000081876104,0.000024957892,0.00008968986,0.000046223387,0.000116974115,0.000030133002,0.0015733719],"category_scores_gemma":[0.000015211877,0.00006441491,0.00002354342,0.00009299543,0.00006629537,0.00022684636,0.000007127909,0.00008353099,0.0007494355],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002172528,0.00003961444,0.018640898,0.000027977727,0.000018022838,0.000019578847,0.0009565251,0.000011047207,0.000013360234,0.005217349,0.37566537,0.5993685],"study_design_scores_gemma":[0.0003743661,0.0003937401,0.12750743,0.000035814675,0.00004777383,0.00001882332,0.0004055692,0.3270533,0.011251214,0.37655786,0.15569231,0.00066179794],"about_ca_topic_score_codex":0.0029161638,"about_ca_topic_score_gemma":0.0000027212866,"teacher_disagreement_score":0.5987067,"about_ca_system_score_codex":0.000001915408,"about_ca_system_score_gemma":0.000021531543,"threshold_uncertainty_score":0.99933934},"labels":[],"label_agreement":null},{"id":"W2150996381","doi":"10.1190/1.2374799","title":"Adaptive wavelets for analyzing dispersive seismic waves","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Statoil; Purdue University; National Science Foundation","keywords":"Wavelet; Geology; Seismogram; Surface wave; Acoustics; Seismology; Computer science; Physics; Artificial intelligence; Telecommunications","score_opus":0.010300536296143479,"score_gpt":0.20048202291772038,"score_spread":0.1901814866215769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150996381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88556826,0.00054995005,0.086553425,0.0013074541,0.0006666144,0.000594609,0.00045892058,0.0004272996,0.023873467],"genre_scores_gemma":[0.9927197,0.0000118310945,0.0049404707,0.0008325038,0.00028511704,0.000001876114,0.00020663266,0.000004702368,0.0009971566],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992669,0.000018256129,0.00011892367,0.00021260121,0.00011500433,0.0002682798],"domain_scores_gemma":[0.99961793,0.000096494565,0.00006287407,0.00013003609,0.000052055664,0.00004059027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007806955,0.000117157564,0.00013180036,0.000052015184,0.00018072415,0.000037095597,0.00013234536,0.000038411727,0.00007920035],"category_scores_gemma":[0.0000084461635,0.00010240252,0.00009766873,0.00013869375,0.00007012557,0.00018492545,0.0000076031197,0.00007662618,0.00011852319],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001803741,0.0001066132,0.04691582,0.000075634234,0.00011218787,0.000025724206,0.000793407,0.008107261,0.00078725984,0.005075823,0.21265194,0.725168],"study_design_scores_gemma":[0.0007133626,0.00040798975,0.060551804,0.000059299848,0.00008669653,0.000010236219,0.00073262095,0.7122019,0.011311319,0.14097124,0.072167575,0.0007859453],"about_ca_topic_score_codex":0.005699975,"about_ca_topic_score_gemma":0.000029565359,"teacher_disagreement_score":0.72438204,"about_ca_system_score_codex":0.00000615487,"about_ca_system_score_gemma":0.00002554316,"threshold_uncertainty_score":0.8616695},"labels":[],"label_agreement":null},{"id":"W2151203186","doi":"10.1046/j.1365-246x.2000.00144.x","title":"Seismic amplitude inversion for interface geometry: practical approach for application","year":2000,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Amplitude; Seismic inversion; Inversion (geology); Geology; Seismology; Reflection (computer programming); Synthetic data; Geodesy; Algorithm; Computer science; Geometry; Optics; Physics; Mathematics; Tectonics; Azimuth","score_opus":0.02043569120922826,"score_gpt":0.2838377987060595,"score_spread":0.26340210749683124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151203186","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.100628786,0.00003463217,0.88958526,0.0049605966,0.00041782385,0.00037985665,0.00012887154,0.0000809848,0.0037831734],"genre_scores_gemma":[0.9293934,0.0000428586,0.065630816,0.0021480273,0.00096674176,0.000014582336,0.00035216234,0.0000075304324,0.0014438711],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989039,0.000032426404,0.000249923,0.0002581444,0.0003057294,0.00024991375],"domain_scores_gemma":[0.99926007,0.0002249193,0.00011702162,0.000106913576,0.00015949865,0.00013160009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031942624,0.0001275537,0.00014454447,0.0001058213,0.00021518274,0.00015882333,0.00032056295,0.00006869322,0.0007529167],"category_scores_gemma":[0.000078168225,0.00010745048,0.00016485846,0.000102280275,0.000068657195,0.00043831218,0.000010659346,0.00023684397,0.00014201592],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009435281,0.00028452493,0.0032014567,0.000028399927,0.00013883824,0.0000018375865,0.0001349674,0.00977471,0.00041366482,0.000858938,0.16894916,0.81526995],"study_design_scores_gemma":[0.0004550372,0.00016165125,0.0014074054,0.000009663811,0.00001807073,0.0000769831,0.000061144274,0.7036783,0.000626491,0.008293251,0.2850821,0.00012989953],"about_ca_topic_score_codex":0.00022008616,"about_ca_topic_score_gemma":9.747829e-7,"teacher_disagreement_score":0.8287646,"about_ca_system_score_codex":0.000026789849,"about_ca_system_score_gemma":0.0000454469,"threshold_uncertainty_score":0.82439095},"labels":[],"label_agreement":null},{"id":"W2151392485","doi":"10.1190/1.3481775","title":"Seismic anisotropy in exploration and reservoir characterization: An overview","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":224,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Anisotropy; Transverse isotropy; Geology; Vertical seismic profile; Amplitude versus offset; Seismic anisotropy; Isotropy; Data processing; Seismic wave; Inversion (geology); Reservoir modeling; Seismic inversion; Azimuth; Seismology; Amplitude; Normal moveout; Geophysics; Optics; Physics; Computer science; Geotechnical engineering","score_opus":0.031554137814002,"score_gpt":0.2495523433402798,"score_spread":0.2179982055262778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151392485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981894,0.000036630285,0.00039940528,0.0007728104,0.000180928,0.000073340285,0.000026492307,0.00006658303,0.0002544335],"genre_scores_gemma":[0.99697924,0.00031796953,0.00096104713,0.0011325956,0.00011948797,0.0000011716089,0.00041447903,0.0000027583092,0.00007125788],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99951744,0.000031849326,0.00009321699,0.00015203498,0.0000897024,0.00011574392],"domain_scores_gemma":[0.99973565,0.000013745317,0.00003565644,0.0001467875,0.0000207391,0.0000473909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113316055,0.00006831262,0.00007693956,0.000044030567,0.00006883213,0.00005379599,0.00008599523,0.000040007966,0.00012277592],"category_scores_gemma":[0.000007853739,0.00006318945,0.000011176928,0.00014278005,0.00003996713,0.0008419952,0.000007884825,0.00013304992,0.00003850515],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005603978,0.0000905585,0.28770462,0.0000768471,0.000007040161,0.000014237029,0.0018662675,0.00025206903,0.021537306,0.0032579154,0.001511102,0.683626],"study_design_scores_gemma":[0.00027492354,0.00015172253,0.6361939,0.00002693196,0.0000054583543,0.000008234171,0.00012587948,0.27715078,0.0034195336,0.03845526,0.0439152,0.00027217463],"about_ca_topic_score_codex":0.0013504726,"about_ca_topic_score_gemma":0.00013599034,"teacher_disagreement_score":0.68335384,"about_ca_system_score_codex":0.0000012231243,"about_ca_system_score_gemma":0.000017728496,"threshold_uncertainty_score":0.2576791},"labels":[],"label_agreement":null},{"id":"W2151434469","doi":"10.1190/geo2011-0074.1","title":"Robust prestack <i>Q</i> -determination using surface seismic data: Part 2 — 3D case study","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nexen (Canada); University of Alberta","funders":"","keywords":"Prestack; Attenuation; Amplitude; Geology; Seismology; Overburden; Amplitude versus offset; Data processing; Inversion (geology); Interference (communication); Algorithm; Computer science; Physics; Optics; Mining engineering; Telecommunications; Database","score_opus":0.09604748922241073,"score_gpt":0.2760401880595647,"score_spread":0.17999269883715396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151434469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99585354,0.00013915694,0.002077084,0.000029598137,0.00078113924,0.00023784008,0.0001101487,0.0001359944,0.00063547195],"genre_scores_gemma":[0.99451536,0.000011212266,0.0042162766,0.0004337733,0.0004399557,3.8042097e-7,0.0001827776,0.0000065927165,0.00019364631],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988964,0.00010953449,0.00016876541,0.00026178453,0.0002230986,0.00034038804],"domain_scores_gemma":[0.9991411,0.000069966736,0.000091578135,0.000557247,0.000038140148,0.00010198735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004223901,0.00013983155,0.00013760664,0.00002897484,0.00023645737,0.00007278003,0.0002525095,0.00004070062,0.000094871255],"category_scores_gemma":[0.000015977841,0.00012802891,0.000024349813,0.00017993884,0.000050329487,0.0012008578,0.000059480182,0.00013942436,0.00014311835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003184108,0.00066523405,0.6056764,0.00007690524,0.00006852134,0.00070263876,0.0040997993,0.03413,0.00008077436,0.000004702434,0.03881459,0.31564862],"study_design_scores_gemma":[0.00024209944,0.00010372745,0.0034820181,0.000016939612,0.000085195454,0.00043028005,0.0022229378,0.9679113,0.00020187753,0.00005741227,0.024916528,0.00032966305],"about_ca_topic_score_codex":0.015772533,"about_ca_topic_score_gemma":0.000048769652,"teacher_disagreement_score":0.9337813,"about_ca_system_score_codex":0.000007001523,"about_ca_system_score_gemma":0.000032982793,"threshold_uncertainty_score":0.99078155},"labels":[],"label_agreement":null},{"id":"W2151523626","doi":"10.1190/1.2792870","title":"Inversion and interpretation of multicomponent seismic data: Willesden Green, Alberta","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Geology; Inversion (geology); Interpretation (philosophy); Seismology; Computer science; Tectonics","score_opus":0.017902787679477995,"score_gpt":0.23922036538807134,"score_spread":0.22131757770859334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151523626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96118087,0.00021538758,0.02057681,0.000978239,0.0001834228,0.00013380776,0.000022489672,0.00006698052,0.016642002],"genre_scores_gemma":[0.99442905,0.000047546426,0.0036108096,0.0012744347,0.000016473115,4.2504038e-8,0.00013843756,0.0000015480638,0.0004816408],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939865,0.00002201865,0.00016430205,0.00017734613,0.00012188729,0.00011580915],"domain_scores_gemma":[0.99949425,0.00015780423,0.000057364003,0.00021022372,0.000020606374,0.00005976427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035410933,0.0000666052,0.00009310883,0.00009544863,0.00004239323,0.000010640321,0.000183139,0.00003542726,0.00021279977],"category_scores_gemma":[0.000028781998,0.00005198166,0.000014190849,0.00007164136,0.000081687904,0.00029531814,0.00004073461,0.000057098434,0.000030851817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094533076,0.00001625056,0.13293359,0.000036615613,0.000015328882,0.0000031943046,0.00064838707,0.00006602451,0.00032755284,0.0000283689,0.009837992,0.85599214],"study_design_scores_gemma":[0.000173095,0.000055140757,0.021747788,0.00002778553,0.000010190854,0.000008269212,0.00043273054,0.9619958,0.0026997067,0.00020990668,0.012551456,0.000088132496],"about_ca_topic_score_codex":0.07564085,"about_ca_topic_score_gemma":0.0012594212,"teacher_disagreement_score":0.9619298,"about_ca_system_score_codex":0.0000022146269,"about_ca_system_score_gemma":0.000008504628,"threshold_uncertainty_score":0.9305145},"labels":[],"label_agreement":null},{"id":"W2151730220","doi":"10.1190/1.1451490","title":"High-resolution images of shallow aquifers—A challenge in near-surface seismology","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"PotashCorp (Canada); University of Saskatchewan","funders":"","keywords":"Geology; Borehole; Lithology; Stratigraphy; Aquifer; Seismology; Hydrogeology; Geologic map; Infill; Vertical seismic profile; Reflection (computer programming); Glacial period; Geomorphology; Petrology; Paleontology; Geotechnical engineering; Groundwater; Tectonics","score_opus":0.015629983161079598,"score_gpt":0.19775720665685087,"score_spread":0.18212722349577126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151730220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907864,0.0007701033,0.00024111514,0.001527774,0.00023375846,0.00009275149,0.000037499747,0.00008199443,0.0062286463],"genre_scores_gemma":[0.99603885,0.00029105195,0.002750011,0.0004870123,0.000043099077,4.15568e-7,0.000028882989,0.0000033679137,0.0003572884],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999195,0.000059481128,0.00016909577,0.00018838598,0.00014623777,0.00024183303],"domain_scores_gemma":[0.9996247,0.000056809047,0.00007078434,0.00017981819,0.000028238914,0.000039639097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211362,0.00010245884,0.00017882958,0.000028642773,0.00005752728,0.000013312436,0.00016716859,0.000067371635,0.0007261645],"category_scores_gemma":[0.000013001622,0.00009692724,0.00004459147,0.00018655951,0.00013775003,0.0001735968,0.000014359317,0.00014261634,0.00028411357],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012289426,0.00054027326,0.23314244,0.00021000931,0.00006796109,0.000113869275,0.0039234483,0.026080765,0.0011908745,0.002118061,0.060935017,0.6715544],"study_design_scores_gemma":[0.0015357817,0.0010096076,0.34666657,0.00012916554,0.000037721435,0.000019801895,0.0005296336,0.5831942,0.0066360976,0.029496862,0.02987003,0.00087454106],"about_ca_topic_score_codex":0.012127173,"about_ca_topic_score_gemma":0.000043373853,"teacher_disagreement_score":0.67067987,"about_ca_system_score_codex":0.0000050754957,"about_ca_system_score_gemma":0.000011597572,"threshold_uncertainty_score":0.99445117},"labels":[],"label_agreement":null},{"id":"W2152293121","doi":"10.1190/int-2013-0144.1","title":"A case history of experimental time-lapse 3C 2D seismic reflection data for reservoir monitoring at Cold Lake, Alberta, Canada","year":2014,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"","keywords":"Steam injection; Geology; Coring; Reflection (computer programming); Seismology; Petroleum engineering; Drilling; Materials science","score_opus":0.02817627316242514,"score_gpt":0.2550613513787657,"score_spread":0.22688507821634055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152293121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987692,0.00035722397,0.0019359306,0.00015584369,0.0015963017,0.000277509,0.00015742567,0.000060875143,0.007766886],"genre_scores_gemma":[0.9939751,0.000002427556,0.0007282688,0.00028157732,0.00007208066,0.000004445116,0.0003472403,0.000004952373,0.004583904],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925286,0.00007290679,0.00018741202,0.00022079403,0.00014025129,0.00012578213],"domain_scores_gemma":[0.9992631,0.000246578,0.00011531822,0.0002839086,0.000042008356,0.000049076432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024384432,0.000088184286,0.00011675609,0.000058819252,0.00007190885,0.000010754713,0.00017857249,0.00003924266,0.00024258751],"category_scores_gemma":[0.00011507743,0.000084859435,0.000025085406,0.000043028904,0.00003563018,0.00027491013,0.000022819657,0.000055603647,0.0000142909685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010397111,0.00004498303,0.020816421,0.0001653589,0.00007440467,0.00004550183,0.0036813174,0.002439784,0.01880047,0.000009803963,0.90685093,0.04603128],"study_design_scores_gemma":[0.00022008076,0.00022509809,0.000098145465,0.000049716084,0.000017680932,0.00007476494,0.00011263848,0.7664177,0.04880214,0.0000128987085,0.18385309,0.00011606931],"about_ca_topic_score_codex":0.6625168,"about_ca_topic_score_gemma":0.29260695,"teacher_disagreement_score":0.7639779,"about_ca_system_score_codex":0.00013769517,"about_ca_system_score_gemma":0.00010776633,"threshold_uncertainty_score":0.7203011},"labels":[],"label_agreement":null},{"id":"W2152377277","doi":"10.1190/1.2369812","title":"Trend‐kriged seismic velocities to predict pore pressure and to model effective stress for reservoir characterization in a deepwater basin","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Geology; Reservoir modeling; Pore water pressure; Stress (linguistics); Structural basin; Characterization (materials science); Effective stress; Geotechnical engineering; Petroleum engineering; Seismology; Geomorphology; Materials science","score_opus":0.00749133275502195,"score_gpt":0.20461928004114088,"score_spread":0.19712794728611893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152377277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707352,0.000034141907,0.023889523,0.0018545603,0.00006356135,0.00089154666,0.0010917311,0.00013102246,0.001308717],"genre_scores_gemma":[0.9899729,0.000004579076,0.0038984646,0.002109036,0.000049693903,0.000034871162,0.0010629379,0.0000055844675,0.0028619228],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917537,0.000044433116,0.00015560653,0.00026941966,0.00011915555,0.00023602374],"domain_scores_gemma":[0.99971116,0.00006022392,0.000026861004,0.000104806364,0.000025131043,0.000071847935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001864098,0.00012331821,0.00015178192,0.00020220937,0.000082591345,0.000063891464,0.00010298023,0.00005970253,0.000048841383],"category_scores_gemma":[0.000018795303,0.00009828441,0.000022880946,0.00014096321,0.000025701964,0.0002322795,0.000015744175,0.000059606395,0.000003980924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014369485,0.00012782351,0.5093569,0.0004033086,0.00005777947,0.000014754597,0.0057229404,0.19577768,0.0026293695,0.00019094214,0.08549684,0.19878471],"study_design_scores_gemma":[0.00033661554,0.00019950522,0.17881988,0.00006707238,0.000012752207,0.0000021255207,0.00013125318,0.7944599,0.008371937,0.00092118734,0.016489672,0.00018810133],"about_ca_topic_score_codex":0.0064828456,"about_ca_topic_score_gemma":0.00091517455,"teacher_disagreement_score":0.5986822,"about_ca_system_score_codex":0.0000054252946,"about_ca_system_score_gemma":0.000013184853,"threshold_uncertainty_score":0.98001665},"labels":[],"label_agreement":null},{"id":"W2152401593","doi":"10.1190/1.2978975","title":"Seismic rock physics of steam injection in bituminous oil reservoirs","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Petroleum engineering; Steam injection; Asphalt; Oil sands; Geology; Environmental science; Materials science; Composite material","score_opus":0.0307383987514395,"score_gpt":0.23018375918763867,"score_spread":0.19944536043619918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152401593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98401153,0.00024106372,0.00034715596,0.0003297998,0.00023257986,0.000038609065,0.00000448888,0.000078068166,0.014716716],"genre_scores_gemma":[0.99620086,0.0001459102,0.00010597056,0.00042573106,0.00009300921,5.761405e-7,0.000008820986,0.000003146278,0.0030159801],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938035,0.000057431993,0.00013955629,0.00011853974,0.00013576982,0.00016837976],"domain_scores_gemma":[0.9996363,0.00007965712,0.0000628756,0.00017677192,0.000020662985,0.00002374881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023683172,0.0000739112,0.00012068361,0.000075076794,0.0001237619,0.000007015345,0.0002040718,0.000037412414,0.000042208267],"category_scores_gemma":[0.000024181576,0.00005318914,0.00003708069,0.00028495636,0.0000783864,0.00013257157,0.000011051172,0.00017465877,0.00019097334],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012902835,0.00010046468,0.48070347,0.00011446888,0.000027605533,0.000026872498,0.011030565,0.08104833,0.001116864,0.000056735164,0.14648226,0.27916333],"study_design_scores_gemma":[0.0011131852,0.0006735537,0.13323966,0.00037367202,0.000034212942,0.00033638332,0.002107771,0.7189828,0.066346325,0.005364374,0.070671685,0.00075636804],"about_ca_topic_score_codex":0.0048481915,"about_ca_topic_score_gemma":0.000049407572,"teacher_disagreement_score":0.6379345,"about_ca_system_score_codex":0.0000085217425,"about_ca_system_score_gemma":0.00003222505,"threshold_uncertainty_score":0.7329048},"labels":[],"label_agreement":null},{"id":"W2152623203","doi":"","title":"The Application of The Nearly Optimal Sponge Boundary Conditions for Seismic Wave Propagation in Poroelastic Media","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Poromechanics; Boundary (topology); Boundary value problem; Seismic wave; Wave propagation; Isotropy; Transverse isotropy; Mathematical analysis; Geology; Geometry; Mathematics; Physics; Geophysics; Geotechnical engineering; Optics; Porous medium","score_opus":0.010976122197717698,"score_gpt":0.22112455153488272,"score_spread":0.21014842933716502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152623203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89353776,0.0002373651,0.078865394,0.0163519,0.00042218747,0.001778668,0.00015475803,0.00015743375,0.008494517],"genre_scores_gemma":[0.99774367,0.000011749837,0.0010585946,0.000919102,0.00003120917,0.000005711335,0.00007538919,0.0000012563723,0.00015334472],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945724,0.00003434808,0.00016095609,0.00010270438,0.00012248321,0.00012227861],"domain_scores_gemma":[0.9995054,0.0002222749,0.00007116908,0.00013965518,0.00004075389,0.00002074753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027803468,0.00005518228,0.00006131329,0.00003750756,0.0002087348,0.00003217163,0.00014241488,0.000030957952,0.00004127986],"category_scores_gemma":[0.00007056456,0.000029947634,0.000036211743,0.00015147503,0.00012490163,0.00012489826,0.000003550409,0.00007180269,0.000009325589],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002947113,0.000120763405,0.050524246,0.000038740698,0.00002136169,0.0000015602047,0.0017307255,0.0071947756,0.0009921824,0.01310598,0.033252265,0.89272267],"study_design_scores_gemma":[0.0002066781,0.0001109989,0.28830218,0.000014938789,0.000009581844,0.000007794222,0.0002573335,0.6742195,0.0037722904,0.01568619,0.017331626,0.00008088411],"about_ca_topic_score_codex":0.00046010976,"about_ca_topic_score_gemma":0.00011555844,"teacher_disagreement_score":0.8926418,"about_ca_system_score_codex":0.0000061789638,"about_ca_system_score_gemma":0.000059614053,"threshold_uncertainty_score":0.16054404},"labels":[],"label_agreement":null},{"id":"W2152740009","doi":"10.1093/gji/ggt165","title":"On acoustic waveform tomography of wide-angle OBS data--strategies for pre-conditioning and inversion","year":2013,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Geology; Seismology; Waveform; Inversion (geology); Tomography; Seismometer; Undersampling; Seismic tomography; Geodesy; Acoustics; Geophysics; Computer science; Tectonics; Optics; Mantle (geology); Telecommunications; Radar; Physics","score_opus":0.016499248642427182,"score_gpt":0.2497631848332676,"score_spread":0.2332639361908404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152740009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843023,0.000044190365,0.0109014455,0.0011694803,0.00051673315,0.0001342768,0.00018889931,0.00003023973,0.0027124565],"genre_scores_gemma":[0.9964056,0.00002417935,0.0021370836,0.0009159753,0.00016703008,0.0000012611564,0.00022364603,0.000002465377,0.00012278745],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999294,0.000017455588,0.0001769968,0.00014120326,0.00024303877,0.00012734864],"domain_scores_gemma":[0.999322,0.00026150796,0.00012245258,0.00009856459,0.00012307936,0.000072417424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012379089,0.00008031708,0.00010204489,0.00011911254,0.00011746919,0.00014194005,0.00028521867,0.000031627118,0.0006245724],"category_scores_gemma":[0.00006816809,0.00006093056,0.00005289827,0.000056562523,0.00009801969,0.00087740424,0.000024906509,0.00014126518,0.00002556629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057750655,0.00037142177,0.07661924,0.0001405775,0.00053930347,0.000021111713,0.0011398197,0.004822764,0.004403286,0.008506454,0.53460836,0.36825013],"study_design_scores_gemma":[0.000829801,0.0007384173,0.18979579,0.00019402562,0.000045337165,0.000062217056,0.0008567038,0.5368458,0.0015426573,0.2636662,0.0051478217,0.00027523033],"about_ca_topic_score_codex":0.000700656,"about_ca_topic_score_gemma":0.000005665994,"teacher_disagreement_score":0.532023,"about_ca_system_score_codex":0.000004845662,"about_ca_system_score_gemma":0.00003008903,"threshold_uncertainty_score":0.683863},"labels":[],"label_agreement":null},{"id":"W2153667277","doi":"10.1071/aseg2015ab098","title":"Using seismic reflection profiles to model 3D geology of VMS districts in the Raahe-Ladoga belt, Finland","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Reflection (computer programming); Seismology; Mining engineering; Geochemistry","score_opus":0.07551918014051694,"score_gpt":0.2976732695618674,"score_spread":0.22215408942135045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153667277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98986566,0.00011020172,0.0017181766,0.000779397,0.00017003364,0.00025130555,0.000027618935,0.00004256094,0.0070350473],"genre_scores_gemma":[0.99362224,0.000011064199,0.0047821067,0.0013414188,0.000046628487,0.000002303889,0.00005466896,0.0000037958011,0.00013578495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988533,0.0001071513,0.00027570728,0.00022709055,0.00026024602,0.00027647754],"domain_scores_gemma":[0.99939954,0.00010574455,0.00012176365,0.00021839162,0.00005530156,0.000099245895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007151089,0.00013103467,0.00017633726,0.00016961136,0.000105734245,0.000021865493,0.0002339255,0.000085991596,0.000032796095],"category_scores_gemma":[0.00013952024,0.000091283124,0.000035116977,0.00028762242,0.00007011613,0.00020301144,0.000020053676,0.00019321551,0.000037370395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047397244,0.00019468919,0.031210044,0.000072082745,0.000028878843,0.00011834194,0.0038673482,0.6199183,0.00056014466,0.00010338275,0.032527063,0.31092575],"study_design_scores_gemma":[0.00072215806,0.00051000237,0.19411196,0.000066391214,0.000029549714,0.00012817043,0.00067556376,0.7836569,0.008689724,0.006249589,0.00482629,0.00033373493],"about_ca_topic_score_codex":0.010831303,"about_ca_topic_score_gemma":0.00019377362,"teacher_disagreement_score":0.31059203,"about_ca_system_score_codex":0.000014540937,"about_ca_system_score_gemma":0.00010672681,"threshold_uncertainty_score":0.9957557},"labels":[],"label_agreement":null},{"id":"W2154070565","doi":"10.1190/1.3497316","title":"Crossline wavefield reconstruction from multicomponent streamer data: Part 2 — Joint interpolation and 3D up/down separation by generalized matching pursuit","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Matching pursuit; Interpolation (computer graphics); Algorithm; Robustness (evolution); Computation; Basis pursuit; Computer science; Basis function; Basis (linear algebra); Position (finance); Synthetic data; Geology; Mathematics; Compressed sensing; Artificial intelligence; Motion (physics); Geometry; Mathematical analysis","score_opus":0.021933119422400286,"score_gpt":0.2467540145285912,"score_spread":0.2248208951061909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154070565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933208,0.00006495631,0.003655812,0.0004177789,0.0016051461,0.00010994372,0.00043462773,0.00009676609,0.0002941506],"genre_scores_gemma":[0.98190564,0.000085569474,0.012668042,0.0006880098,0.00047871273,0.0000012346076,0.003967033,0.0000049521723,0.00020078693],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915874,0.00003743454,0.000205971,0.00030151443,0.00014944201,0.00014687363],"domain_scores_gemma":[0.9994439,0.000048994447,0.00011595148,0.0002988637,0.000030419607,0.00006187974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016218278,0.00011947603,0.00013653311,0.00003126214,0.00016483366,0.00015976274,0.00013563322,0.000073209274,0.00047690296],"category_scores_gemma":[0.000017293765,0.00010602673,0.000022957116,0.00004894897,0.00007499067,0.0006024026,0.000035029607,0.00022606125,0.00005647203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064708925,0.000033702505,0.014910504,0.00001253058,0.000038903196,0.000001411026,0.00058751146,0.00005877709,0.07349097,0.000040565476,0.03942012,0.8713403],"study_design_scores_gemma":[0.00084826123,0.0000833002,0.018898377,0.000056666344,0.00006273442,0.000018288469,0.000303861,0.8946245,0.020492947,0.008770693,0.05534376,0.00049665413],"about_ca_topic_score_codex":0.021884335,"about_ca_topic_score_gemma":0.00031531503,"teacher_disagreement_score":0.8945657,"about_ca_system_score_codex":0.000002619086,"about_ca_system_score_gemma":0.000015221147,"threshold_uncertainty_score":0.98462903},"labels":[],"label_agreement":null},{"id":"W2154289873","doi":"10.1109/icassp.2012.6289103","title":"Robust inversion via semistochastic dimensionality reduction","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Dimensionality reduction; Inversion (geology); Curse of dimensionality; Data mining; Synthetic data; Inverse problem; Mathematical optimization; Robustness (evolution); Algorithm; Artificial intelligence; Mathematics","score_opus":0.028724163079332406,"score_gpt":0.21124239788938357,"score_spread":0.18251823481005117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154289873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7985548,0.00086350675,0.06857486,0.0026008221,0.0030480574,0.0002878179,0.0000160403,0.000950654,0.12510344],"genre_scores_gemma":[0.9925349,0.00000931414,0.005266841,0.0008531881,0.00015676764,2.9134713e-7,0.000056950445,0.0000017278234,0.0011200254],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993529,0.000037409023,0.000101156416,0.00012372824,0.00016843682,0.00021639281],"domain_scores_gemma":[0.99966127,0.000029559571,0.00003355472,0.000121228586,0.000024376095,0.00013002913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028057772,0.00007596579,0.00006925561,0.000049774473,0.00015738819,0.000011613282,0.00007103262,0.000044601173,0.004439835],"category_scores_gemma":[0.00001860543,0.00005946778,0.000033925975,0.000109218716,0.000059105583,0.0003466703,0.000008616344,0.00008483458,0.0006745811],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008327743,0.00011372078,0.21918829,0.000039240203,0.000026773227,0.0000025951458,0.00041697957,0.001786685,0.003796641,0.00051827414,0.5352451,0.23878242],"study_design_scores_gemma":[0.00087183795,0.00032664483,0.19945383,0.00009562651,0.00009981172,0.0004715673,0.0016924974,0.51996,0.07097687,0.008243456,0.1963266,0.0014812844],"about_ca_topic_score_codex":0.003045986,"about_ca_topic_score_gemma":0.0000030625022,"teacher_disagreement_score":0.5181733,"about_ca_system_score_codex":0.00000725744,"about_ca_system_score_gemma":0.000010431047,"threshold_uncertainty_score":0.9964702},"labels":[],"label_agreement":null},{"id":"W2154466700","doi":"10.1139/e09-041","title":"Eocene and Neogene volcanic rocks in the southeastern Nechako Basin, British Columbia: interpretation of the Canadian Hunter seismic reflection surveys using first-arrival tomography","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Geological Survey of Canada","funders":"","keywords":"Geology; Outcrop; Neogene; Volcanic rock; Sedimentary rock; Seismic tomography; Cretaceous; Volcano; Seismology; Paleontology; Bedrock; Structural basin; Petrology; Mantle (geology)","score_opus":0.015785827431473068,"score_gpt":0.21080532493714002,"score_spread":0.19501949750566694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154466700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996491,0.0005756228,0.00016711337,0.0014745841,0.0003392949,0.00010277181,0.000031355357,0.000002880262,0.0008153907],"genre_scores_gemma":[0.99800897,0.000017881548,0.00012106707,0.0017725448,0.000043943757,9.358666e-8,0.0000012886903,0.0000015836051,0.000032656753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873364,0.00030295865,0.00027256095,0.00013813234,0.00025398564,0.00029874875],"domain_scores_gemma":[0.99935234,0.000058156864,0.00018148345,0.00009341599,0.00008881426,0.00022577737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020255912,0.00007440772,0.00014916265,0.0003015651,0.00065833604,0.00045732758,0.0004035027,0.00005307782,0.00011155757],"category_scores_gemma":[0.0000907558,0.00006169653,0.000069649825,0.0007096356,0.000340792,0.0003471404,0.0000030379017,0.00020474775,6.629376e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025479333,0.0000015241167,0.97527677,0.0000030082751,0.000003166441,0.000013024391,0.00052490446,0.0013854133,0.0000038005035,6.6944557e-7,0.00022677491,0.02255837],"study_design_scores_gemma":[0.00012007528,0.00033429186,0.95954174,0.00018486446,0.000012015134,0.00040967183,0.0006144182,0.03714098,0.000055730925,0.0007210252,0.00077585963,0.00008933331],"about_ca_topic_score_codex":0.9590787,"about_ca_topic_score_gemma":0.9987121,"teacher_disagreement_score":0.039633423,"about_ca_system_score_codex":0.000007418893,"about_ca_system_score_gemma":0.0008793394,"threshold_uncertainty_score":0.5063455},"labels":[],"label_agreement":null},{"id":"W2154735296","doi":"10.1093/gji/ggt508","title":"High-resolution seismic array imaging based on an SEM-FK hybrid method","year":2014,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coda; Geology; Classification of discontinuities; Seismic tomography; Conjugate gradient method; Seismology; Inverse problem; Tomography; Seismic wave; Discontinuity (linguistics); Inversion (geology); Algorithm; Geophysics; Physics; Computer science; Mantle (geology); Mathematical analysis; Optics; Mathematics; Tectonics","score_opus":0.008509902671206186,"score_gpt":0.2447161980164409,"score_spread":0.2362062953452347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154735296","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.110883065,0.000014715743,0.8678491,0.009118617,0.0023316669,0.00007035992,0.00006075503,0.00017398468,0.009497736],"genre_scores_gemma":[0.95476437,0.0000037791153,0.032903638,0.010537416,0.001437139,6.416308e-7,0.00014079318,0.0000066539665,0.0002055897],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983917,0.00025723022,0.00024064726,0.00026222982,0.00058208784,0.00026609056],"domain_scores_gemma":[0.9991821,0.0001922425,0.0001496299,0.00015917458,0.00012728495,0.00018959062],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066062907,0.00015533599,0.00015336684,0.00019739439,0.00023259585,0.00021366205,0.00042303425,0.000028172826,0.0010997731],"category_scores_gemma":[0.00008275313,0.000127475,0.00012219665,0.00008197896,0.00006149486,0.0004860569,0.000008987118,0.00042002051,0.0003362918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026698218,0.00022705318,0.009039387,0.000006533409,0.000049962953,0.000055835968,0.00008441622,0.11521456,0.0019483595,0.001471888,0.03567361,0.8359614],"study_design_scores_gemma":[0.0003511942,0.00016965838,0.013022462,0.000034411976,0.000010319351,0.00009849704,0.000019854886,0.93764037,0.0037872645,0.015054162,0.029644268,0.000167567],"about_ca_topic_score_codex":0.0011508975,"about_ca_topic_score_gemma":0.000003553353,"teacher_disagreement_score":0.8438813,"about_ca_system_score_codex":0.00002624797,"about_ca_system_score_gemma":0.0000413419,"threshold_uncertainty_score":0.9998134},"labels":[],"label_agreement":null},{"id":"W2154839002","doi":"10.1190/1.3518816","title":"Inversion of the seismic AVF/AVA signatures of highly attenuative targets","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Amplitude; Inversion (geology); Overburden; Reflection (computer programming); Mathematical analysis; Physics; Reflection coefficient; Seismic wave; Geology; Range (aeronautics); Seismology; Mathematics; Geodesy; Optics; Computer science","score_opus":0.014730745783582124,"score_gpt":0.18834435777351327,"score_spread":0.17361361198993114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154839002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98612,0.00019776134,0.00017889126,0.00017921413,0.00030282227,0.00011574477,0.000068113906,0.000036206085,0.012801263],"genre_scores_gemma":[0.9982926,0.000025101193,0.0006646033,0.00075000717,0.000028283866,2.510255e-7,0.000013961274,0.0000024093454,0.00022275797],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935603,0.00005674241,0.00014011144,0.00012095741,0.00019651173,0.00012962332],"domain_scores_gemma":[0.99948704,0.000046998175,0.00015913125,0.00020910056,0.00006904858,0.00002868758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009947971,0.00008599623,0.00013187295,0.000037486217,0.00006450042,0.00000289086,0.00028905505,0.000048976424,0.00019478085],"category_scores_gemma":[0.000017839599,0.000056021054,0.00008331814,0.00019044583,0.00019825686,0.000115979645,0.000026982792,0.00012447385,0.000040430834],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049442734,0.00044792777,0.3648086,0.00043042068,0.00032619454,0.000015232634,0.035412196,0.0019424666,0.02433402,0.004665672,0.25004032,0.31708252],"study_design_scores_gemma":[0.00035688435,0.00032977213,0.25146875,0.0001180863,0.000058305017,0.0000015465769,0.000896928,0.025603283,0.65667826,0.05974488,0.004450602,0.00029271378],"about_ca_topic_score_codex":0.0058894698,"about_ca_topic_score_gemma":0.000008248153,"teacher_disagreement_score":0.63234425,"about_ca_system_score_codex":0.0000022365778,"about_ca_system_score_gemma":0.000034631557,"threshold_uncertainty_score":0.8903156},"labels":[],"label_agreement":null},{"id":"W2155707433","doi":"10.1093/gji/ggt274","title":"Monitoring increases in fracture connectivity during hydraulic stimulations from temporal variations in shear wave splitting polarization","year":2013,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Shear wave splitting; Geology; Microseism; Anisotropy; Hydraulic fracturing; Tight gas; Shear (geology); Permeability (electromagnetism); Seismic anisotropy; Fracture (geology); Seismology; Petrology; Geotechnical engineering; Geophysics; Mantle (geology)","score_opus":0.012243583722568698,"score_gpt":0.2301594866119532,"score_spread":0.2179159028893845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155707433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953081,0.000033760716,0.002407748,0.0014326753,0.00027426664,0.000093860865,0.000022898177,0.000037557515,0.0003891605],"genre_scores_gemma":[0.99621314,0.000012095012,0.0027305097,0.0002967101,0.00060894893,0.0000020882762,0.00008736167,0.000004303399,0.000044857014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988963,0.000105680905,0.00031274772,0.00018503217,0.0003032663,0.0001970003],"domain_scores_gemma":[0.99934405,0.00026797727,0.00013221567,0.00007684693,0.00009070549,0.00008821494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015684032,0.00011107188,0.00013527731,0.00025308013,0.00014866659,0.00019162757,0.00015762048,0.00006424316,0.0010688656],"category_scores_gemma":[0.00019591679,0.00010350496,0.00005553671,0.00022069243,0.000028253451,0.0010903417,0.000020197434,0.00046435915,0.00007851131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000143138,0.00006718514,0.9856504,0.0000014565433,0.00001361252,0.000017121756,0.00016886948,0.0046380493,0.0005291189,0.000020273417,0.000064938555,0.008814668],"study_design_scores_gemma":[0.00028417038,0.00001287698,0.80103564,0.00006988067,0.0000025690026,0.000011986554,0.0001103426,0.19067468,0.00037589157,0.0072600045,0.000070629154,0.00009130568],"about_ca_topic_score_codex":0.07823954,"about_ca_topic_score_gemma":0.000089443805,"teacher_disagreement_score":0.18603663,"about_ca_system_score_codex":0.000053939304,"about_ca_system_score_gemma":0.00004083846,"threshold_uncertainty_score":0.9998443},"labels":[],"label_agreement":null},{"id":"W2155808337","doi":"10.1190/1.3213533","title":"Nonstationary phase estimation using regularized local kurtosis maximization","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Kurtosis; Phase (matter); Rotation (mathematics); Piecewise; Wavelet; Computer science; Stability (learning theory); Maximization; Algorithm; Mathematical optimization; Mathematics; Statistics; Physics; Artificial intelligence; Mathematical analysis","score_opus":0.01446493915051787,"score_gpt":0.2475157554547151,"score_spread":0.23305081630419724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155808337","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3065104,0.000036936537,0.69112265,0.0004636992,0.00012770516,0.00011105904,0.000023746834,0.0001764672,0.0014273331],"genre_scores_gemma":[0.9382978,0.000009700116,0.059737604,0.0014509277,0.000052839332,2.2996171e-7,0.0003925538,0.0000021186715,0.00005621051],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939746,0.00003100791,0.00012746896,0.00014176813,0.00016610892,0.00013618304],"domain_scores_gemma":[0.9997046,0.000023782066,0.00006533149,0.0001170597,0.000044929184,0.00004428505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008305655,0.00008242686,0.00008656376,0.00006010054,0.00014979643,0.000036803936,0.00007582932,0.000037253783,0.00018216696],"category_scores_gemma":[0.000012138872,0.000079729514,0.00003499381,0.00021389569,0.000046661215,0.000360714,0.0000027504816,0.000062854226,0.00007874654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003645005,0.00004400842,0.00041203943,0.000004842467,0.000004523892,0.000003585902,0.00012211587,0.026040051,0.0005453071,0.0002475884,0.0015957484,0.97094375],"study_design_scores_gemma":[0.00033133256,0.000091116985,0.0036249252,0.000017032422,0.000013432873,0.000005819296,0.000033333854,0.9746129,0.0021315569,0.01864377,0.0003869658,0.000107811815],"about_ca_topic_score_codex":0.00062631693,"about_ca_topic_score_gemma":8.541335e-7,"teacher_disagreement_score":0.9708359,"about_ca_system_score_codex":0.000007795026,"about_ca_system_score_gemma":0.00003657966,"threshold_uncertainty_score":0.3251275},"labels":[],"label_agreement":null},{"id":"W2155842627","doi":"10.1306/13371595st643562","title":"Spectral Decomposition in a Heavy-oil and Bitumen Sand Reservoir","year":2013,"lang":"en","type":"book-chapter","venue":"American Association of Petroleum Geologists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Oil sands; Asphalt; Decomposition; Petroleum engineering; Geology; Environmental science; Chemistry; Materials science; Composite material; Organic chemistry","score_opus":0.009193756536397334,"score_gpt":0.22029461568513486,"score_spread":0.21110085914873752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155842627","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07589093,0.0002437701,0.000013933517,0.0014894902,0.00011357289,0.000080360755,0.000092292394,0.00009861304,0.92197704],"genre_scores_gemma":[0.5880817,0.0005508714,0.0013434215,0.0009882706,0.00009042593,0.000003892451,0.00018056534,0.000013787688,0.40874705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984505,0.00009130602,0.0004372952,0.00036124824,0.0003420106,0.00031761808],"domain_scores_gemma":[0.99854606,0.00023454722,0.00086680084,0.00019179581,0.000075104486,0.00008570781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004386024,0.00025031046,0.00054049626,0.00033425094,0.00006958204,0.000040948024,0.00018292131,0.00019323274,0.00050968456],"category_scores_gemma":[0.00005230803,0.00024047999,0.0000954863,0.00002993084,0.0004176504,0.0000818086,0.000028686838,0.0003857973,0.00007614013],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031440964,0.00004647937,0.45345888,0.00016210794,0.0003119466,0.00005471447,0.0006598333,0.00022569216,0.00013484314,0.004017471,0.061945062,0.47866857],"study_design_scores_gemma":[0.003529985,0.003973562,0.37367603,0.0010978563,0.00034119975,0.00007618332,0.0005585968,0.016687162,0.0012739205,0.08334614,0.51209843,0.003340923],"about_ca_topic_score_codex":0.020381916,"about_ca_topic_score_gemma":0.0009093138,"teacher_disagreement_score":0.51322997,"about_ca_system_score_codex":0.00008806184,"about_ca_system_score_gemma":0.00007354744,"threshold_uncertainty_score":0.98614144},"labels":[],"label_agreement":null},{"id":"W2156665541","doi":"10.1111/j.1365-246x.2011.05323.x","title":"Simultaneous recovery of origin time, hypocentre location and seismic moment tensor using sparse representation theory","year":2012,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Moment tensor; Sparse approximation; Representation (politics); Geology; Hydraulic fracturing; Algorithm; Parametrization (atmospheric modeling); Inversion (geology); Event (particle physics); Moment (physics); Computer science; Seismology; Geotechnical engineering","score_opus":0.018978745924720288,"score_gpt":0.2561957369880478,"score_spread":0.23721699106332753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156665541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843771,0.00015488206,0.013367916,0.000348155,0.0005698256,0.00006194656,0.000023657432,0.000020337417,0.0010761806],"genre_scores_gemma":[0.9960475,0.00008239748,0.0023839308,0.00040454793,0.00043529074,1.7751202e-7,0.000033417575,0.0000031751742,0.0006095799],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915826,0.000086080756,0.0002127291,0.000102772734,0.00028520037,0.00015495908],"domain_scores_gemma":[0.99931806,0.00021204611,0.00017338985,0.000064102096,0.00013780451,0.000094588766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025984662,0.00008186273,0.00010808242,0.00010192532,0.000076130505,0.00004387557,0.00010850815,0.000031837808,0.00056896516],"category_scores_gemma":[0.00009575807,0.00006750408,0.000047600253,0.00008971986,0.00006867938,0.00046959767,0.000013241212,0.00013108198,0.0000724085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007582905,0.0003703114,0.17862257,0.00003556967,0.00031681964,0.000038803028,0.0010699502,0.06478719,0.007180363,0.0010635187,0.0085864505,0.73717016],"study_design_scores_gemma":[0.0004329345,0.00012698563,0.048281077,0.00010087414,0.000055100678,0.00040884034,0.00030190693,0.9286404,0.004107929,0.0115705505,0.0057573225,0.00021602574],"about_ca_topic_score_codex":0.0003301297,"about_ca_topic_score_gemma":3.5299877e-7,"teacher_disagreement_score":0.8638533,"about_ca_system_score_codex":0.00002050888,"about_ca_system_score_gemma":0.000028234686,"threshold_uncertainty_score":0.62297696},"labels":[],"label_agreement":null},{"id":"W2156863368","doi":"10.1190/1.2821935","title":"Introduction to this special section—AVO","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Section (typography); Special section; Geology; Computer science; Engineering; Engineering physics","score_opus":0.01489773636067741,"score_gpt":0.23146595756195915,"score_spread":0.21656822120128175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156863368","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3343674,0.00012810572,0.007851462,0.040774878,0.021738024,0.00033831038,0.000010617907,0.000691439,0.59409976],"genre_scores_gemma":[0.86632776,0.000020674826,0.0016582303,0.010604262,0.07783438,6.762136e-7,0.000029503062,0.000007502589,0.043517023],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994183,0.000026687227,0.0000943547,0.00013966675,0.00012742273,0.00019354436],"domain_scores_gemma":[0.9996873,0.00006469791,0.00002500526,0.00015100605,0.000019065721,0.000052920663],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007897652,0.00006143273,0.00006139151,0.00008654197,0.0002253818,0.000038909184,0.00014867315,0.00003166549,0.004131415],"category_scores_gemma":[0.00005576776,0.000042107094,0.000024390774,0.00022607968,0.00004718552,0.00009977817,0.0000073271485,0.0001475659,0.0037083796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014807112,0.000002132479,0.0018713673,0.0000010795028,0.0000023565165,0.0000010617615,0.00052875245,0.00004161928,0.0001750426,0.000072994524,0.88009757,0.11719123],"study_design_scores_gemma":[0.000032367207,0.000042653304,0.006058416,0.0000036385502,0.000003940255,0.000018211238,0.00010907093,0.0002655552,0.0071894503,0.00028244779,0.9859257,0.000068567],"about_ca_topic_score_codex":0.00081245915,"about_ca_topic_score_gemma":0.00010058528,"teacher_disagreement_score":0.55058277,"about_ca_system_score_codex":0.000010728153,"about_ca_system_score_gemma":0.0000090779,"threshold_uncertainty_score":0.99706733},"labels":[],"label_agreement":null},{"id":"W2156922337","doi":"10.1190/geo2011-0488.1","title":"An interpretation of surface and borehole seismic surveys for mine planning at the Millennium uranium deposit, northern Saskatchewan, Canada","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cystic Fibrosis Canada; PTC (Canada); Cameco (Canada)","funders":"Uppsala Universitet; Areva","keywords":"Geology; Unconformity; Mining engineering; Borehole; Hydrogeology; Geochemistry; Structural basin; Uranium; Mineral resource classification; Seismology; Geomorphology; Paleontology; Geotechnical engineering","score_opus":0.009294913699939877,"score_gpt":0.21113001225421762,"score_spread":0.20183509855427775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156922337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945532,0.0009923364,0.0036308132,0.0001314123,0.00020312628,0.00013251472,0.0001568018,0.000021728736,0.00017804003],"genre_scores_gemma":[0.99853593,0.0000079814,0.00049207447,0.000494078,0.00006318857,8.3177105e-7,0.0002215068,0.0000047392114,0.00017968111],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933136,0.000095808646,0.00012395697,0.0001172314,0.00012520546,0.00020646819],"domain_scores_gemma":[0.99948925,0.00016850191,0.00008225494,0.0001483927,0.000046147063,0.00006543075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033288417,0.000094545685,0.00011522654,0.000011673069,0.00014553283,0.000014773959,0.00011281446,0.000028249426,0.000011874318],"category_scores_gemma":[0.000006992149,0.00006889703,0.000025601521,0.0000651763,0.00005935171,0.00017172871,0.000010271145,0.000059241316,0.0000021765356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050600902,0.000014755495,0.94271964,0.000044759625,0.00002292801,5.973756e-7,0.003248211,0.0063023446,0.0007547313,0.0000010861775,0.0074757296,0.039364632],"study_design_scores_gemma":[0.00032463874,0.00020368918,0.76143306,0.000043615793,0.00005196745,0.000011155486,0.0049672876,0.20206209,0.023778167,0.00013157596,0.0066754282,0.00031731967],"about_ca_topic_score_codex":0.7206594,"about_ca_topic_score_gemma":0.4234647,"teacher_disagreement_score":0.29719472,"about_ca_system_score_codex":0.000010474831,"about_ca_system_score_gemma":0.00006520752,"threshold_uncertainty_score":0.58705556},"labels":[],"label_agreement":null},{"id":"W2157074599","doi":"10.1139/e04-005","title":"Linearized quantities in transversely isotropic media","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slowness; Transverse isotropy; Wavefront; Isotropy; Mathematical analysis; Phase velocity; Physics; Dimensionless quantity; Mathematics; Optics; Mechanics","score_opus":0.02811010272419587,"score_gpt":0.2151393214002727,"score_spread":0.18702921867607683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157074599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893294,0.0012500962,0.00027795337,0.002651014,0.00077696587,0.00004423309,0.000015097726,0.000010111813,0.0056451056],"genre_scores_gemma":[0.99397194,0.00009055161,0.0049275504,0.00089500507,0.00007422101,5.015177e-8,0.0000014123561,0.0000012366585,0.000038001126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905485,0.000037566384,0.00025373016,0.000104904975,0.00023412125,0.00031482146],"domain_scores_gemma":[0.9994285,0.00006107623,0.00008901483,0.0000558185,0.000050669238,0.00031492146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006001007,0.00007675735,0.00015110758,0.0005803173,0.00017404658,0.00010269749,0.00034230156,0.000039110862,0.00094599416],"category_scores_gemma":[0.00011747758,0.000059696627,0.00005750459,0.00046819926,0.0004964416,0.00047834087,0.00000121972,0.00017633263,0.000042121697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029074727,0.000013585406,0.95309633,0.000015054707,0.000012964031,0.0005941299,0.005161136,0.013434192,0.0000725355,0.0017528008,0.0012039777,0.024614228],"study_design_scores_gemma":[0.002229813,0.0011560867,0.8742062,0.00044907568,0.0000223122,0.00052985153,0.0071777273,0.0051112194,0.0036019247,0.024492169,0.08043899,0.0005846544],"about_ca_topic_score_codex":0.11760452,"about_ca_topic_score_gemma":0.3112632,"teacher_disagreement_score":0.19365868,"about_ca_system_score_codex":0.000003141435,"about_ca_system_score_gemma":0.0015405262,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null},{"id":"W2157130303","doi":"10.1111/j.1365-246x.2010.04880.x","title":"Computing first-arrival seismic traveltimes on unstructured 3-D tetrahedral grids using the Fast Marching Method","year":2010,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fast marching method; Tetrahedron; Marching cubes; Unstructured grid; Computer science; Algorithm; Computational science; Geology; Grid; Geometry; Mathematics; Visualization; Data mining","score_opus":0.012162956677772088,"score_gpt":0.27027086087851004,"score_spread":0.258107904200738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157130303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93338084,0.000009656575,0.05661651,0.0038532463,0.0035238003,0.00007324898,0.00003703318,0.00006473525,0.0024409024],"genre_scores_gemma":[0.96553236,0.0000030444783,0.030314427,0.0019208122,0.002092469,1.349737e-7,0.000018840243,0.0000064986393,0.0001114324],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998558,0.000111668494,0.0002668947,0.00021421612,0.0005547574,0.0002944635],"domain_scores_gemma":[0.999131,0.00036259225,0.00016294206,0.00013360809,0.00008411951,0.0001257006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047019118,0.0001684443,0.0001527946,0.0001292575,0.0006806018,0.0003132787,0.0006519105,0.000060471593,0.00076280657],"category_scores_gemma":[0.00006955308,0.00010786316,0.00017141325,0.00011554242,0.00015657188,0.00024284126,0.000033789565,0.0012474067,0.00004860445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014099936,0.000064504966,0.01306365,0.0000070486394,0.00016540903,0.0000778402,0.0013427034,0.04514089,0.0033170222,0.0011951608,0.005028744,0.93045604],"study_design_scores_gemma":[0.00025865398,0.00006729793,0.03653663,0.0000378711,0.000015487443,0.0012927181,0.00019847287,0.9443911,0.0017935967,0.008436498,0.0067978287,0.00017387563],"about_ca_topic_score_codex":0.001084988,"about_ca_topic_score_gemma":0.000019496174,"teacher_disagreement_score":0.9302822,"about_ca_system_score_codex":0.000014035141,"about_ca_system_score_gemma":0.00005633909,"threshold_uncertainty_score":0.8352197},"labels":[],"label_agreement":null},{"id":"W2157218486","doi":"10.1071/aseg2013ab283","title":"New constraints on an existing mineral resource through 3D seismic","year":2013,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"First Quantum Minerals (Canada)","funders":"","keywords":"Mafic; Geology; Layering; Geochemistry; Horizon; Intrusion; Mineral resource classification; Layered intrusion; Petrology; Geometry","score_opus":0.027427637749026935,"score_gpt":0.25394726032506715,"score_spread":0.22651962257604022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157218486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6069455,0.00011184415,0.0008198507,0.0021627028,0.0004025589,0.00036539123,0.00004609693,0.00065444846,0.38849157],"genre_scores_gemma":[0.96842766,0.000007974229,0.019585563,0.0093092825,0.00026701577,0.0000013317057,0.00016898388,0.000009248746,0.002222945],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984468,0.00006837016,0.0002984062,0.00040782837,0.00031021758,0.00046835936],"domain_scores_gemma":[0.9990585,0.00014708166,0.00013485721,0.00033652628,0.00003916952,0.0002838625],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022209766,0.00021858867,0.00018094335,0.00007919059,0.00019290832,0.00015883839,0.00028877388,0.000104419494,0.007583542],"category_scores_gemma":[0.00008677355,0.00018613605,0.000057580888,0.000121104145,0.00014541317,0.00065414846,0.000010722764,0.0003071032,0.0018586757],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000126928435,0.00002397842,0.00020776132,0.000005274368,0.000007235776,0.00003286829,0.0001872613,0.0007340772,0.00006622615,0.000062715684,0.104971915,0.89368796],"study_design_scores_gemma":[0.0012625537,0.000958138,0.6174182,0.00024050809,0.00003699058,0.0002929091,0.0017259205,0.04411614,0.0109344395,0.018224247,0.30351064,0.0012792776],"about_ca_topic_score_codex":0.017559752,"about_ca_topic_score_gemma":0.000037411486,"teacher_disagreement_score":0.8924087,"about_ca_system_score_codex":0.000008606633,"about_ca_system_score_gemma":0.00007818174,"threshold_uncertainty_score":0.9989185},"labels":[],"label_agreement":null},{"id":"W2157556196","doi":"10.1190/1.3494032","title":"Nonequispaced curvelet transform for seismic data reconstruction: A sparsity-promoting approach","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Algorithm; Computer science; Regularization (linguistics); Fast Fourier transform; Fourier transform; Interpolation (computer graphics); Iterative reconstruction; Inversion (geology); Mathematics; Artificial intelligence; Wavelet transform; Image (mathematics); Wavelet; Geology; Mathematical analysis; Seismology","score_opus":0.02956435170534495,"score_gpt":0.2332788883387544,"score_spread":0.20371453663340944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157556196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85403454,0.000083264764,0.10661322,0.003110481,0.0026882184,0.0011510402,0.0013316716,0.00071365025,0.030273903],"genre_scores_gemma":[0.939481,0.00001569574,0.05769295,0.00075207977,0.00053628685,0.000003318895,0.0011887377,0.000007855518,0.00032208153],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990061,0.000019203584,0.00015432523,0.00037576113,0.00014417454,0.00030046378],"domain_scores_gemma":[0.9992077,0.00006649125,0.00007503465,0.00051876873,0.00004824746,0.00008379229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003966084,0.00013456517,0.0001637324,0.000048340866,0.00026371962,0.000071556475,0.000507531,0.0000801164,0.00012442096],"category_scores_gemma":[0.000033358705,0.0001230194,0.000059066064,0.00016043345,0.00010666457,0.00049689075,0.000023591958,0.00028594368,0.00005965554],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002191497,0.00002491727,0.00256158,0.000055710112,0.000019050072,9.0971344e-7,0.00024262504,0.000030276411,0.00031806043,0.000093390976,0.008890282,0.9877413],"study_design_scores_gemma":[0.00047907152,0.00009607513,0.0016992395,0.00001888182,0.000038777514,0.0000735848,0.00023139513,0.8951105,0.0034715466,0.009841851,0.08858137,0.00035771818],"about_ca_topic_score_codex":0.0014246634,"about_ca_topic_score_gemma":0.00005291213,"teacher_disagreement_score":0.98738354,"about_ca_system_score_codex":0.0000022056836,"about_ca_system_score_gemma":0.000057582693,"threshold_uncertainty_score":0.50165856},"labels":[],"label_agreement":null},{"id":"W2157823261","doi":"10.1007/s00024-006-0075-5","title":"The Transition Between the Scale Domains of Ray and Effective Medium Theory and Anisotropy: Numerical Models","year":2006,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; American Chemical Society Petroleum Research Fund","keywords":"Seismogram; Anisotropy; Wavelength; Isotropy; Optics; Layering; Pulse (music); Scale (ratio); Computational physics; Physics; Geometry; Geology; Seismology; Mathematics; Detector","score_opus":0.0032937121050658083,"score_gpt":0.1760528333718572,"score_spread":0.17275912126679138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157823261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731298,0.0006134846,0.022700718,0.0008905187,0.000025975156,0.00027928286,0.00004593368,0.000034058943,0.0022802355],"genre_scores_gemma":[0.9992059,0.00012923972,0.00022691628,0.00028689543,0.00010899088,0.0000035300216,0.000020945334,0.0000025287718,0.0000150726755],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99947923,0.00006356001,0.00009107453,0.00013380095,0.00010908549,0.00012322374],"domain_scores_gemma":[0.99942976,0.0004030068,0.000042205185,0.000082551436,0.000012284821,0.000030162919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002854493,0.000086701504,0.00012355007,0.000011767099,0.00029028184,0.00003615934,0.00006279632,0.00003657934,0.000002950383],"category_scores_gemma":[0.000001789755,0.000046436267,0.00001984743,0.000069289905,0.00034053402,0.00006723891,0.00000988513,0.00010098651,0.0000012624222],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036719043,0.000042121155,0.0101878075,0.000080401034,0.00008127086,0.0000014167516,0.003558273,0.0006063828,0.0011688445,0.04739626,0.0024154547,0.93409455],"study_design_scores_gemma":[0.00042980624,0.00013235443,0.11575631,0.000013751518,0.00009036004,0.0000038366816,0.00067209906,0.0072993967,0.005206915,0.86866605,0.0015555505,0.0001735693],"about_ca_topic_score_codex":0.00035485454,"about_ca_topic_score_gemma":0.0000049992323,"teacher_disagreement_score":0.933921,"about_ca_system_score_codex":9.852982e-7,"about_ca_system_score_gemma":0.000006466068,"threshold_uncertainty_score":0.22326425},"labels":[],"label_agreement":null},{"id":"W2157971197","doi":"10.1190/1.3506146","title":"Derivation of forward and adjoint operators for least-squares shot-profile split-step migration","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Western Canada Research Grid; ConocoPhillips","keywords":"Operator (biology); Mathematical analysis; Least-squares function approximation; Born approximation; Seismic migration; Geometry; Mathematics; Geology; Optics; Scattering; Physics; Geophysics","score_opus":0.011424078963230798,"score_gpt":0.21737901194387454,"score_spread":0.20595493298064374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157971197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942898,0.000034765817,0.0041813212,0.00035598932,0.0002112362,0.00019731668,0.00009106108,0.000043696695,0.0005947856],"genre_scores_gemma":[0.9793075,0.000016471387,0.019977324,0.00031481375,0.0000908757,0.0000035650241,0.00018433253,0.00000300961,0.000102142],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995237,0.000010632862,0.00012344314,0.00013470768,0.00009501327,0.0001124854],"domain_scores_gemma":[0.9996663,0.000049988666,0.000060453214,0.000113658076,0.00007199435,0.000037618287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111880836,0.00007332824,0.00009907427,0.00003834135,0.000085725296,0.000026712067,0.00006818051,0.000044492346,0.00010634259],"category_scores_gemma":[0.000029987823,0.00006264384,0.000034778674,0.00007371281,0.00006319713,0.00019957841,0.000006333012,0.00007092107,0.000013039019],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106347215,0.00004653843,0.13440672,0.00020519386,0.000028999324,6.6357387e-7,0.0010144606,0.00010052395,0.02608663,0.0052732695,0.028561324,0.80416936],"study_design_scores_gemma":[0.0008317997,0.00077565276,0.23540585,0.000066358654,0.00006056618,0.000007535862,0.0010308868,0.44773406,0.22348148,0.017658286,0.07236061,0.0005869385],"about_ca_topic_score_codex":0.0020838336,"about_ca_topic_score_gemma":0.00015967002,"teacher_disagreement_score":0.8035824,"about_ca_system_score_codex":0.0000010881984,"about_ca_system_score_gemma":0.000023619348,"threshold_uncertainty_score":0.3150147},"labels":[],"label_agreement":null},{"id":"W2158439383","doi":"10.1190/geo2011-0260.1","title":"Microseismic data denoising using a 3C group sparsity constrained time-frequency transform","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Institute of Science and Technology Austria","keywords":"Noise reduction; Computer science; Sparse approximation; Algorithm; Synthetic data; Wavelet; Microseism; Noise (video); S transform; Wavelet transform; SIGNAL (programming language); Pattern recognition (psychology); Artificial intelligence; Discrete wavelet transform; Image (mathematics); Geology","score_opus":0.03764874666124775,"score_gpt":0.23850078566138747,"score_spread":0.2008520390001397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158439383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98112184,0.00066332606,0.0093512805,0.0002831192,0.0004576295,0.00022072367,0.0005067403,0.000271243,0.007124127],"genre_scores_gemma":[0.9837248,0.000026416441,0.01396656,0.0012129232,0.0002841069,1.8314059e-7,0.0006794264,0.000007071033,0.000098564306],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988055,0.00004868233,0.00018176642,0.00026294205,0.00019828168,0.0005027782],"domain_scores_gemma":[0.99923563,0.000055853405,0.00007480638,0.00046714762,0.00002442976,0.0001421299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003682133,0.00016751888,0.00018551132,0.000056124158,0.0002697563,0.000062519706,0.0004608042,0.00006773383,0.00043484115],"category_scores_gemma":[0.000013351921,0.00015753567,0.000055213506,0.00020177868,0.00016894884,0.001073135,0.000033956112,0.00017654002,0.00043613443],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009203472,0.00032290455,0.18095791,0.0001806703,0.00016635658,0.000040599087,0.0023617258,0.00012046531,0.061829485,0.0006268056,0.024034424,0.7292666],"study_design_scores_gemma":[0.0038219322,0.0006669944,0.12817392,0.0006455488,0.0009728389,0.0009168933,0.0015908988,0.5929503,0.051423755,0.07058373,0.14268525,0.0055679325],"about_ca_topic_score_codex":0.006471764,"about_ca_topic_score_gemma":0.000013199333,"teacher_disagreement_score":0.7236987,"about_ca_system_score_codex":0.000011143861,"about_ca_system_score_gemma":0.000054159187,"threshold_uncertainty_score":0.9783414},"labels":[],"label_agreement":null},{"id":"W2158569257","doi":"","title":"Seismic Monitoring of Cold Heavy Oil Production","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil production; Porosity; Petroleum engineering; Environmental science; Oil sands; Geology; Petroleum; Geotechnical engineering; Materials science","score_opus":0.017508587083358895,"score_gpt":0.2309508250362148,"score_spread":0.2134422379528559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158569257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96628755,0.00016207778,0.0009215932,0.00040526965,0.00070090144,0.0000280335,0.0000016066152,0.00014596288,0.03134703],"genre_scores_gemma":[0.99013066,0.00005532153,0.004727517,0.00017325256,0.00013497235,1.0009461e-7,0.0000028927168,0.0000013353077,0.0047739656],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948245,0.000010103329,0.00012773192,0.00011143978,0.00013239135,0.00013586521],"domain_scores_gemma":[0.9997577,0.000027392925,0.000038552163,0.00010333508,0.000033613433,0.000039402625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039479035,0.00004937708,0.00006567068,0.00007614581,0.000050158873,0.000007380297,0.000073185525,0.000027435513,0.00017330034],"category_scores_gemma":[0.000021617625,0.000040417697,0.000023032893,0.00014079335,0.00004135833,0.00012289417,0.0000032159837,0.000058272988,0.000050357383],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029672046,0.000013578636,0.6026675,0.00002396733,0.0000054958286,0.000001759815,0.00011714384,0.00027518795,0.001540586,0.000024395811,0.009953724,0.38534698],"study_design_scores_gemma":[0.00006627348,0.000058884936,0.06422085,0.000029735305,0.0000042799284,0.000008766351,0.00038118914,0.0024673124,0.89381117,0.0000994444,0.038759444,0.000092648705],"about_ca_topic_score_codex":0.003775241,"about_ca_topic_score_gemma":0.000011707697,"teacher_disagreement_score":0.89227057,"about_ca_system_score_codex":0.0000029632981,"about_ca_system_score_gemma":0.000012407971,"threshold_uncertainty_score":0.57070607},"labels":[],"label_agreement":null},{"id":"W2158803252","doi":"10.2118/2005-044","title":"Seismic Wavelet Estimation: A Fast Learning Algorithm Using Cumulant Matching and Natural-Gradient","year":2005,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Wavelet; Cumulant; Computer science; Algorithm; Matching (statistics); Estimation; Natural (archaeology); Wavelet transform; Pattern recognition (psychology); Artificial intelligence; Mathematics; Geology; Statistics; Engineering","score_opus":0.013445148255093693,"score_gpt":0.22482762397742467,"score_spread":0.211382475722331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158803252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478284,0.00020279213,0.039962634,0.004393963,0.00062765804,0.0000755093,0.00013414098,0.000104302824,0.0066705937],"genre_scores_gemma":[0.97327596,0.00004075494,0.023944298,0.0014047609,0.0001456001,8.252559e-7,0.00018036243,0.0000046916916,0.0010027196],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999039,0.000034926095,0.00017523454,0.00025454327,0.00021403063,0.00028227587],"domain_scores_gemma":[0.99948144,0.000040096154,0.000073401876,0.00008496346,0.00008036577,0.00023971763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015244546,0.00013690075,0.000115696945,0.0002825291,0.0002451354,0.00021914943,0.00021989686,0.000045637444,0.0008776059],"category_scores_gemma":[0.000030691554,0.0001356887,0.000031857693,0.00006770435,0.00007662575,0.00037683058,0.000014442094,0.00027350965,0.00008366495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011415248,0.000007851833,0.020548847,0.000011962676,0.000052920408,0.000053092026,0.0008895656,0.16661851,0.000051527277,0.00077703723,0.0016517779,0.8093255],"study_design_scores_gemma":[0.0001277258,0.00001663098,0.005728992,0.00004891553,0.0000058411824,0.00015058767,0.0002037804,0.95166963,0.000062802355,0.0004996019,0.04132314,0.00016237509],"about_ca_topic_score_codex":0.17909515,"about_ca_topic_score_gemma":0.016334448,"teacher_disagreement_score":0.8091631,"about_ca_system_score_codex":0.00008200596,"about_ca_system_score_gemma":0.00019992143,"threshold_uncertainty_score":0.96091694},"labels":[],"label_agreement":null},{"id":"W2159278958","doi":"10.1109/icassp.1987.1169384","title":"Restoration of limited-data seismic tomography images","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tomography; Seismic tomography; Tomographic reconstruction; Computer science; Range (aeronautics); Projection (relational algebra); Iterative reconstruction; Geology; Equalization (audio); Computer vision; Image quality; Radon transform; Artificial intelligence; Image (mathematics); Algorithm; Engineering; Optics; Physics","score_opus":0.02476383670288614,"score_gpt":0.23625755661929457,"score_spread":0.21149371991640842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159278958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6289177,0.0036464075,0.030807836,0.020123316,0.00062379806,0.0004674076,0.0005933326,0.0012495663,0.31357062],"genre_scores_gemma":[0.9807452,0.00010758803,0.016309893,0.0019393873,0.00006433827,1.2367043e-7,0.00021819917,0.0000014375903,0.00061385107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943906,0.000027825306,0.00013898435,0.0001537947,0.00013524914,0.000105110026],"domain_scores_gemma":[0.9994965,0.0000408483,0.000050069517,0.00034532096,0.000030626095,0.000036638718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022061085,0.000058569476,0.00007516378,0.00012271793,0.000044071785,0.000019281859,0.00028836247,0.000030145906,0.0011459178],"category_scores_gemma":[0.000022265529,0.000046345373,0.000024680938,0.00018344581,0.000065195214,0.00048097875,0.000015023375,0.000054906268,0.00011611875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012355449,0.000016242337,0.0683889,0.000008223529,0.000007761231,8.405771e-7,0.000052003397,0.00032045334,0.00019816657,0.00003090922,0.4276667,0.50329745],"study_design_scores_gemma":[0.00019781373,0.00012650434,0.051074974,0.000023540426,0.000017479899,0.000010345893,0.0001776711,0.40931115,0.03906316,0.00063667353,0.4991451,0.00021558958],"about_ca_topic_score_codex":0.0028866765,"about_ca_topic_score_gemma":0.00006294668,"teacher_disagreement_score":0.50308186,"about_ca_system_score_codex":0.0000011021784,"about_ca_system_score_gemma":0.000016853483,"threshold_uncertainty_score":0.9997672},"labels":[],"label_agreement":null},{"id":"W2159380541","doi":"10.3997/2214-4609-pdb.177.53","title":"VSP And Well Logs From A Shallow Test Well","year":2008,"lang":"en","type":"article","venue":"21st EEGS Symposium on the Application of Geophysics to Engineering and Environmental Problems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Geophone; Well logging; Drilling; Vertical seismic profile; Oil shale; Seismology; Hydrogeology; Casing; Geophysics; Geotechnical engineering; Paleontology","score_opus":0.004778883979230902,"score_gpt":0.14957661069011205,"score_spread":0.14479772671088115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159380541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943256,0.00014739216,0.001817289,0.000985621,0.000034446362,0.00032344958,0.00007821466,0.00007155044,0.0022164336],"genre_scores_gemma":[0.9981201,0.00046930576,0.000643333,0.00049955654,0.00003695069,0.000011864848,0.00007265172,0.000007739581,0.00013843998],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993267,0.0000091418,0.0001413469,0.0002410271,0.00014220305,0.00013954786],"domain_scores_gemma":[0.999523,0.00012737792,0.00005198894,0.00021328036,0.0000031115599,0.00008125652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075544456,0.00013747787,0.00012311661,0.000035438243,0.00011294313,0.000014777071,0.0001364245,0.000038709524,0.000043643973],"category_scores_gemma":[0.000002835261,0.000108724256,0.000025860536,0.00006637489,0.0000962467,0.00006771633,0.000026730098,0.000102717335,0.00015157566],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008989905,0.00050782226,0.22305897,0.00018068023,0.00012672044,0.000004482315,0.0037976652,0.08891186,0.62490153,0.0013665949,0.00417573,0.052878033],"study_design_scores_gemma":[0.00077861507,0.0009217401,0.28389123,0.00014206121,0.00006012448,0.000035059802,0.00039454462,0.5266919,0.07865278,0.0024529535,0.104958616,0.001020359],"about_ca_topic_score_codex":0.0012835617,"about_ca_topic_score_gemma":0.0000016861255,"teacher_disagreement_score":0.54624873,"about_ca_system_score_codex":0.000006119933,"about_ca_system_score_gemma":0.0000028923246,"threshold_uncertainty_score":0.44336465},"labels":[],"label_agreement":null},{"id":"W2159805967","doi":"10.1190/1.1500366","title":"Characterization of fractured low <i>Q</i> zones at the Buena Vista Hills reservoir, California","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada","funders":"","keywords":"Geology; Oil shale; Permeability (electromagnetism); Anisotropy; Attenuation; Poromechanics; Fracture (geology); Seismology; Fluid dynamics; Petrology; Mineralogy; Geomorphology; Geotechnical engineering; Porosity; Mechanics; Porous medium; Paleontology","score_opus":0.008819144591659138,"score_gpt":0.1773011270238348,"score_spread":0.16848198243217566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159805967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956853,0.00013682607,0.00031009308,0.001481714,0.0001654775,0.00011417987,0.00038081312,0.00006772453,0.0016579145],"genre_scores_gemma":[0.9956289,0.00013050955,0.000082899445,0.0022310235,0.000105820756,8.143749e-7,0.0004141247,0.0000040145974,0.001401901],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992847,0.000046882546,0.00014945553,0.00014135354,0.00021267288,0.00016496955],"domain_scores_gemma":[0.99947685,0.000056905672,0.000115910574,0.00026581966,0.00004646776,0.00003803987],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009454812,0.00009498879,0.000115448216,0.000025187068,0.00016333353,0.00002677439,0.00019556077,0.000042277497,0.0015520395],"category_scores_gemma":[0.000016984795,0.00006254573,0.000054318727,0.00017226653,0.00010647592,0.00012816036,0.000018746314,0.000091670096,0.00052423653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021181603,0.00028189112,0.100453995,0.00031253742,0.00013879017,0.000027832551,0.006108113,0.0010987852,0.08474726,0.00022720784,0.3278278,0.47856396],"study_design_scores_gemma":[0.000485666,0.00021078483,0.100044824,0.0001044035,0.000052191754,0.000011765725,0.00012828865,0.08513686,0.15437873,0.0032458447,0.65563816,0.0005624873],"about_ca_topic_score_codex":0.0014851645,"about_ca_topic_score_gemma":0.000021742804,"teacher_disagreement_score":0.47800148,"about_ca_system_score_codex":0.0000041330113,"about_ca_system_score_gemma":0.0000071550935,"threshold_uncertainty_score":0.9993607},"labels":[],"label_agreement":null},{"id":"W2159905278","doi":"10.1007/s10712-009-9080-4","title":"Preface to the Special Issue on “Arrays and Array Methods in Global Seismology”","year":2009,"lang":"en","type":"article","venue":"Surveys in Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Seismology; Geology; Geophysics","score_opus":0.01670026889704881,"score_gpt":0.29475489813734934,"score_spread":0.27805462924030055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159905278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80262065,0.00026221015,0.024016147,0.017731959,0.0022960438,0.000880073,0.00015514572,0.0001748009,0.15186298],"genre_scores_gemma":[0.96401215,0.000055756445,0.020239176,0.013776541,0.0013262915,0.0000019173967,0.00003531253,0.0000040152913,0.00054882735],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981988,0.0009978507,0.00015162982,0.0002574709,0.00013094443,0.00026328338],"domain_scores_gemma":[0.9994905,0.00020482861,0.000032920925,0.00020205228,0.000015005038,0.00005466448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021556485,0.00012235211,0.0001659956,0.000052642088,0.00006633495,0.000034100176,0.00022251726,0.000060077142,0.00012973824],"category_scores_gemma":[0.00009619779,0.00008940706,0.00002365312,0.000445926,0.000060888837,0.00008566161,0.000010223016,0.00020312576,0.0001266396],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018394006,0.000021195992,0.05097362,0.0000019920135,0.0000018380471,0.000005107373,0.00036799058,0.00057259167,0.000015041734,0.000085382126,0.0074014906,0.94053537],"study_design_scores_gemma":[0.00015064784,0.00022587698,0.91358954,0.000017594606,0.0000019111112,0.0000029581367,0.00012397366,0.0011117208,0.0007098078,0.018936303,0.06497683,0.00015281759],"about_ca_topic_score_codex":0.0065648207,"about_ca_topic_score_gemma":0.0005754455,"teacher_disagreement_score":0.94038254,"about_ca_system_score_codex":0.000012003918,"about_ca_system_score_gemma":0.000025011726,"threshold_uncertainty_score":0.9924089},"labels":[],"label_agreement":null},{"id":"W2159981956","doi":"10.1190/tle34030296.1","title":"Anisotropy estimate for the Horn River Basin from sonic logs in vertical and deviated wells","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology; Anisotropy; Amplitude; Amplitude versus offset; Kriging; Shear wave splitting; Seismology; Geodesy; Shear (geology); Petrology; Optics","score_opus":0.03907426358628984,"score_gpt":0.2632394736055537,"score_spread":0.22416521001926387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159981956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833483,0.0013925885,0.0053689103,0.007840101,0.0004189615,0.00026616873,0.00003210486,0.00011307394,0.0012197884],"genre_scores_gemma":[0.99581134,0.000043557204,0.0015571053,0.0022498711,0.00007072618,0.0000016314652,0.000015375772,0.0000037275772,0.00024667624],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940103,0.000066134024,0.000098325865,0.00014039315,0.000088842295,0.0002052657],"domain_scores_gemma":[0.99929047,0.00047500047,0.000018794957,0.00014460988,0.000016800812,0.00005431092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004645618,0.000080632046,0.00010695425,0.000029064793,0.000119349046,0.000052355692,0.00019983931,0.000040488758,0.000058464535],"category_scores_gemma":[0.000106831576,0.000043596916,0.00002310905,0.00008781733,0.00019203116,0.00009293092,0.000016139886,0.0001255902,0.00022310922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004007182,0.00003766017,0.3762566,0.000020547279,0.00006324117,0.000020435293,0.006006818,0.0007667951,0.00030727667,0.00082455995,0.41152173,0.20377363],"study_design_scores_gemma":[0.0010628909,0.00020179534,0.1043052,0.0000727097,0.00006772772,0.000015889218,0.000509663,0.705653,0.004499915,0.024550743,0.1587756,0.00028485604],"about_ca_topic_score_codex":0.004961501,"about_ca_topic_score_gemma":0.000102194324,"teacher_disagreement_score":0.7048862,"about_ca_system_score_codex":0.00000833486,"about_ca_system_score_gemma":0.000028285473,"threshold_uncertainty_score":0.75003386},"labels":[],"label_agreement":null},{"id":"W2160152091","doi":"10.1046/j.1365-246x.2000.00111.x","title":"Formulation of the linearized forward problems for multicomponent OBS data in a water/solid configuration using the reciprocity theorem","year":2000,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Research Centre","funders":"","keywords":"Geophone; Reciprocity (cultural anthropology); Seismogram; Mathematical analysis; Mathematics; Physics; Geophysics; Geology; Seismology","score_opus":0.042530277978836205,"score_gpt":0.2856972508317807,"score_spread":0.2431669728529445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160152091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98407704,0.000014329643,0.0117311375,0.0029982426,0.0003626652,0.00030467252,0.0000698121,0.000011365397,0.0004307139],"genre_scores_gemma":[0.9975627,0.000016426917,0.001563961,0.00037802616,0.00022872334,0.0000012425946,0.00013367055,0.0000024327271,0.00011281161],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907327,0.00007931229,0.00029806214,0.00011994697,0.00029315116,0.00013626572],"domain_scores_gemma":[0.9994702,0.00012113413,0.000119495955,0.00016460758,0.00009939893,0.000025210253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005306084,0.00007156818,0.00010062385,0.000037299113,0.00016310911,0.00007169793,0.0005494986,0.00003097652,0.00036349628],"category_scores_gemma":[0.000054628377,0.000033910568,0.000072890565,0.000059570593,0.000062194835,0.00036007483,0.000024493085,0.00018015226,0.000007690511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002182927,0.0005834623,0.04291521,0.00007348076,0.000347246,0.0000058261953,0.005453889,0.14986253,0.053568702,0.0016478344,0.002978624,0.7403803],"study_design_scores_gemma":[0.00044853016,0.000035165198,0.014024296,0.00005180964,0.000012110485,0.000017901077,0.000047660167,0.9611615,0.008259874,0.011319042,0.004563079,0.000059035207],"about_ca_topic_score_codex":0.0009871937,"about_ca_topic_score_gemma":0.00002936852,"teacher_disagreement_score":0.81129897,"about_ca_system_score_codex":0.000014252962,"about_ca_system_score_gemma":0.00003086926,"threshold_uncertainty_score":0.39800292},"labels":[],"label_agreement":null},{"id":"W2160794099","doi":"10.1190/1.1444759","title":"A generalized form of Snell's law in anisotropic media","year":2000,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baker Hughes (Canada); BP (Canada); University of Calgary","funders":"","keywords":"Slowness; Snell's law; Anisotropy; Isotropy; Physics; Mathematical analysis; Refraction; Operator (biology); Planar; Amplitude; Seismic wave; Classical mechanics; Law; Mathematics; Geometry; Optics; Computer science; Geophysics","score_opus":0.010383133742766879,"score_gpt":0.19808926672093158,"score_spread":0.18770613297816469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160794099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781701,0.00013053235,0.000016005813,0.00010151125,0.000068539994,0.000050029153,0.000021609081,0.000040814288,0.021400832],"genre_scores_gemma":[0.99705344,0.00017227962,0.001361899,0.0010923452,0.00004941886,4.4262418e-7,0.000046743316,0.0000019447527,0.00022148078],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99948066,0.000020283549,0.00012663171,0.000104542014,0.00011689923,0.00015096867],"domain_scores_gemma":[0.9997725,0.000030955893,0.000027543163,0.00012506798,0.000011778254,0.00003217552],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058651465,0.000064843814,0.00012093651,0.000028254537,0.000028674003,0.000008427743,0.00012013608,0.00003040045,0.0020748817],"category_scores_gemma":[0.0000029106313,0.00005592589,0.000036912345,0.00014296306,0.00007021971,0.00012076191,0.0000034732795,0.00006323747,0.00018328252],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007657676,0.000062669336,0.041509587,0.0000322719,0.000012088405,0.000016687622,0.0018590061,0.000300463,0.0002481006,0.0055790334,0.0053097936,0.94499373],"study_design_scores_gemma":[0.0027208067,0.0004573419,0.23730998,0.00020222575,0.000038157203,0.000014783349,0.00034457468,0.060989458,0.02568674,0.4790703,0.19225352,0.00091210136],"about_ca_topic_score_codex":0.018762812,"about_ca_topic_score_gemma":0.0002894748,"teacher_disagreement_score":0.9440816,"about_ca_system_score_codex":0.0000022045779,"about_ca_system_score_gemma":0.000015262942,"threshold_uncertainty_score":0.99883735},"labels":[],"label_agreement":null},{"id":"W2160814043","doi":"10.1190/1.1543209","title":"Physical wavelet frame denoising","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wavelet; Noise reduction; Frame (networking); Computer science; Noise (video); Wavelet transform; Artificial intelligence; Pattern recognition (psychology); Image (mathematics); Telecommunications","score_opus":0.009942116824669809,"score_gpt":0.20718230620827538,"score_spread":0.19724018938360557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160814043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9539137,0.000048337402,0.0010400836,0.00012122577,0.00023129098,0.000082916544,0.0000072038792,0.00014846174,0.044406798],"genre_scores_gemma":[0.99570787,0.000006857249,0.0019894582,0.0016760457,0.00012286313,5.2721873e-7,0.000016645943,0.0000033174406,0.00047640025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993427,0.000037997055,0.00007197775,0.00016316141,0.00016225697,0.0002219127],"domain_scores_gemma":[0.99966127,0.00005033542,0.000031070704,0.00017489823,0.000021414296,0.000061012477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007800551,0.000091587106,0.00010102974,0.000025409863,0.00011701866,0.000041323656,0.000107159445,0.000029409286,0.00029263255],"category_scores_gemma":[0.000023772574,0.0000788417,0.0000546683,0.0001444247,0.00005708812,0.00014592045,0.0000042678685,0.00013333505,0.0008363319],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050595903,0.00038834373,0.025380453,0.000061760235,0.00007455396,0.00006042791,0.00216305,0.00032848472,0.0012785805,0.023467984,0.077749915,0.86854047],"study_design_scores_gemma":[0.0075851516,0.0010667371,0.020772286,0.00007203099,0.000070728776,0.000044892848,0.0007723552,0.04180598,0.059940975,0.4162212,0.4501139,0.0015337811],"about_ca_topic_score_codex":0.0005532815,"about_ca_topic_score_gemma":0.0000022216454,"teacher_disagreement_score":0.8670067,"about_ca_system_score_codex":0.000002621271,"about_ca_system_score_gemma":0.000025952979,"threshold_uncertainty_score":0.99994165},"labels":[],"label_agreement":null},{"id":"W2161037406","doi":"10.1190/1.1817232","title":"Rock physics and AVO sensitivity in Mackenzie Delta, Canada","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Delta; Sensitivity (control systems); Geology; Earth science; Physics; Astronomy; Engineering","score_opus":0.01346401063035257,"score_gpt":0.17848129869446222,"score_spread":0.16501728806410965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161037406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669243,0.0002948914,0.00067485287,0.001910546,0.00012325155,0.00007373958,0.00006236456,0.00008240297,0.029853668],"genre_scores_gemma":[0.9958499,0.000040870724,0.00030633542,0.0033555615,0.000021317595,8.429446e-8,0.000016544265,9.697316e-7,0.000408383],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957967,0.000022696931,0.000060959454,0.0001110774,0.00009078481,0.0001348327],"domain_scores_gemma":[0.9998161,0.000047352467,0.00001280923,0.00006475324,0.000008954405,0.000050019513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000072914794,0.000055841287,0.0000678881,0.000017738803,0.00004551726,0.000015097851,0.00003074242,0.000017616294,0.000899604],"category_scores_gemma":[0.000009007211,0.000046925998,0.000007880097,0.00007788842,0.000014845101,0.00009225949,0.0000049519363,0.000069351954,0.000022570077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002831177,0.0000076982,0.58725643,0.0000072144653,0.0000027330666,0.000058051242,0.00007781905,0.00047677345,0.000006503091,0.000030118541,0.22441077,0.18766305],"study_design_scores_gemma":[0.00012986698,0.000019015495,0.088755675,0.000008946913,0.0000022400266,0.000022327144,0.00011027636,0.87850577,0.0016419552,0.00043386567,0.030217022,0.00015301663],"about_ca_topic_score_codex":0.96099174,"about_ca_topic_score_gemma":0.88241184,"teacher_disagreement_score":0.87802905,"about_ca_system_score_codex":0.0000047987946,"about_ca_system_score_gemma":0.000018853443,"threshold_uncertainty_score":0.9850033},"labels":[],"label_agreement":null},{"id":"W2161103889","doi":"10.14288/1.0107398","title":"Application of stable signal recovery to seismic interpolation","year":2008,"lang":"en","type":"article","venue":"Open Collections","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interpolation (computer graphics); Solver; Signal recovery; SIGNAL (programming language); Minification; Algorithm; Curvelet; Computer science; Synthetic data; Scale (ratio); Geology; Seismic exploration; Mathematical optimization; Seismology; Mathematics; Compressed sensing; Artificial intelligence","score_opus":0.017506563842772934,"score_gpt":0.22809146975361586,"score_spread":0.21058490591084292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161103889","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007931802,0.00008631108,0.29369363,0.0008949047,0.00026051613,0.0009280902,0.00014752029,0.00011997888,0.6959372],"genre_scores_gemma":[0.8775039,0.0000615156,0.01193645,0.0022480695,0.000042440926,0.000017003402,0.000078485114,0.0000039118104,0.10810824],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995371,0.000028659286,0.00013061655,0.00012989173,0.00008477241,0.0000889653],"domain_scores_gemma":[0.9996941,0.000043630942,0.000049601917,0.00011441533,0.00005293198,0.000045330155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000113208145,0.000047849684,0.00008309529,0.00008336492,0.0006793621,0.00007854964,0.00017255076,0.000025008201,0.0020606732],"category_scores_gemma":[0.000014573462,0.000046705234,0.000023792556,0.0006562561,0.000026349991,0.00030775726,0.000016947446,0.000049647108,0.000066140805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044722296,0.00002000686,0.0026126783,0.0000024305343,0.0000070509077,3.914392e-7,0.00010777982,0.0035485034,0.00015689693,0.000003239116,0.9739768,0.01951952],"study_design_scores_gemma":[0.00020010599,0.0003383874,0.004658486,0.000020633172,0.000009847813,0.000034759887,0.00020511879,0.33141345,0.0072954367,0.0013654298,0.6542902,0.00016812721],"about_ca_topic_score_codex":0.10386165,"about_ca_topic_score_gemma":0.00040490893,"teacher_disagreement_score":0.8695721,"about_ca_system_score_codex":0.000008483425,"about_ca_system_score_gemma":0.00006910203,"threshold_uncertainty_score":0.9988516},"labels":[],"label_agreement":null},{"id":"W2161237026","doi":"10.1111/j.1365-246x.2011.05273.x","title":"Joint transmission and reflection traveltime tomography using the fast sweeping method and the adjoint-state technique","year":2011,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Seismic tomography; Tomography; Eikonal equation; Inversion (geology); Geology; Inverse problem; Synthetic data; Conjugate gradient method; Algorithm; Basis function; Reflection (computer programming); Computer science; Mathematical analysis; Mathematics; Seismology; Optics; Physics","score_opus":0.03265375251757938,"score_gpt":0.2606357639233026,"score_spread":0.22798201140572324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161237026","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13214548,0.00031395702,0.85895044,0.0035456491,0.00039877027,0.00025919703,0.000011780423,0.00006292571,0.004311786],"genre_scores_gemma":[0.9632236,0.0002099648,0.03517519,0.0010996306,0.00018558068,0.0000017495341,0.000003034833,0.000004468106,0.00009681986],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990536,0.00020752293,0.00021316925,0.00014560876,0.00023489211,0.00014519966],"domain_scores_gemma":[0.9995656,0.00010215134,0.00012338592,0.00006746568,0.000067546134,0.000073848714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008213313,0.00010492426,0.000121385885,0.00010853186,0.00037806065,0.00012499462,0.00016564403,0.000033235272,0.00018311157],"category_scores_gemma":[0.000018519619,0.000054162065,0.00009447041,0.000109138426,0.00024228469,0.00025599066,0.00001789231,0.000386184,0.0000028251327],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044687153,0.00003776346,0.002150662,0.000010217822,0.00014008798,0.00002987684,0.0030945125,0.00011159637,0.0072928444,0.0008374626,0.0005467395,0.9853014],"study_design_scores_gemma":[0.0018461528,0.00038567756,0.09217387,0.00032759635,0.00014319517,0.005400025,0.0010472647,0.58235896,0.04849822,0.25810376,0.009176541,0.0005387181],"about_ca_topic_score_codex":0.001627108,"about_ca_topic_score_gemma":0.0000037201369,"teacher_disagreement_score":0.98476267,"about_ca_system_score_codex":0.0000056930467,"about_ca_system_score_gemma":0.00001729426,"threshold_uncertainty_score":0.2907775},"labels":[],"label_agreement":null},{"id":"W2161296226","doi":"10.1190/1.2957894","title":"Recent applications of turning-ray tomography","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Azimuth; Geology; Tomography; Transverse isotropy; Anisotropy; Prestack; Seismology; Seismic tomography; Vector field; Isotropy; Geometry; Optics; Physics","score_opus":0.011887281400073871,"score_gpt":0.19969565862979508,"score_spread":0.1878083772297212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161296226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9263825,0.0018534126,0.0075818393,0.0006435891,0.0002842038,0.00036278716,0.00010588256,0.00036096948,0.062424805],"genre_scores_gemma":[0.9952792,0.00076436915,0.002976716,0.0005976944,0.00006813228,0.0000019497627,0.00006604728,0.000001912433,0.0002440054],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995519,0.000013884943,0.00009797409,0.00010328739,0.00012472404,0.000108238135],"domain_scores_gemma":[0.99967116,0.00003068447,0.00005448641,0.0001560038,0.00004978724,0.000037874634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048185724,0.00005493774,0.00007995191,0.000051202114,0.0000958442,0.000004032153,0.00012229643,0.000022273312,0.00030892759],"category_scores_gemma":[0.000004643223,0.00004805258,0.000045422566,0.000315712,0.00010219729,0.00006860473,0.000005198911,0.000065927285,0.000118390635],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009251541,0.0000441194,0.11836436,0.000014645692,0.000015716985,0.000002399518,0.00036057248,0.0001505589,0.00020163933,0.00016794437,0.028154945,0.85251385],"study_design_scores_gemma":[0.00015172105,0.000103614075,0.17749995,0.000013104813,0.0000130142025,0.000009442593,0.00010624029,0.0025554858,0.006812555,0.0065950993,0.805936,0.0002037722],"about_ca_topic_score_codex":0.0006780225,"about_ca_topic_score_gemma":0.0000021957765,"teacher_disagreement_score":0.85231006,"about_ca_system_score_codex":9.96668e-7,"about_ca_system_score_gemma":0.00002217377,"threshold_uncertainty_score":0.33825403},"labels":[],"label_agreement":null},{"id":"W2161747251","doi":"10.1093/gji/ggt109","title":"Inversion strategies for visco-acoustic waveform inversion","year":2013,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Inversion (geology); Geology; Inverse theory; Waveform; Seismology; Geophysics; Acoustics; Geodesy; Computer science; Physics; Telecommunications; Oceanography","score_opus":0.01332347670193287,"score_gpt":0.23270368408148487,"score_spread":0.219380207379552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161747251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92886275,0.000055583547,0.035986234,0.008024603,0.0032306395,0.00033695638,0.00006658597,0.00016171821,0.023274949],"genre_scores_gemma":[0.9926575,0.000036991976,0.0028058656,0.002747667,0.00073311734,0.0000022979127,0.000085605745,0.0000043799755,0.0009265843],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899817,0.000024082039,0.00021140522,0.00016283072,0.00036079186,0.00024273642],"domain_scores_gemma":[0.9993375,0.000102212565,0.00011596247,0.000079556565,0.00021639992,0.00014836801],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001284897,0.00012260661,0.00011927749,0.00012789955,0.00022764395,0.0003300284,0.00033987858,0.000054286193,0.0030712856],"category_scores_gemma":[0.000040317413,0.00009267219,0.0001333174,0.00007573266,0.000081319355,0.0011896592,0.000020992595,0.00022819916,0.0007294209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017122958,0.0001224371,0.007790956,0.000031749398,0.00013288709,0.000022175182,0.00042361574,0.002184902,0.0051550465,0.0015591362,0.5914714,0.39093447],"study_design_scores_gemma":[0.0008183663,0.00039451898,0.019263683,0.00007848126,0.0000263279,0.00009098823,0.0017174886,0.8061263,0.0016174699,0.1087321,0.060786515,0.00034774467],"about_ca_topic_score_codex":0.0012674129,"about_ca_topic_score_gemma":0.000006862629,"teacher_disagreement_score":0.8039414,"about_ca_system_score_codex":0.00002332823,"about_ca_system_score_gemma":0.00006944474,"threshold_uncertainty_score":0.99784005},"labels":[],"label_agreement":null},{"id":"W2162172110","doi":"10.1190/tle34070788.1","title":"Fast least-squares imaging with surface-related multiples: Application to a North Sea data set","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multiple; Algorithm; Geophysical imaging; Seismic migration; Source function; Set (abstract data type); Computer science; Inversion (geology); Geology; Least-squares function approximation; Artifact (error); Data set; Seismology; Computer vision; Artificial intelligence; Mathematics; Statistics; Physics; Arithmetic","score_opus":0.04533185108388397,"score_gpt":0.25842682908712916,"score_spread":0.2130949780032452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162172110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9588616,0.00044432952,0.019586926,0.0075352574,0.00033474824,0.0007020685,0.0003601316,0.0007849448,0.01139002],"genre_scores_gemma":[0.99516416,0.0000062123363,0.0020083636,0.0015012599,0.00006752079,0.0000015266183,0.0005747113,0.0000080079835,0.0006682641],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989571,0.00007595733,0.00014216753,0.00032315476,0.00023377399,0.00026782925],"domain_scores_gemma":[0.99897856,0.00008805849,0.00006646044,0.00067022187,0.000053769345,0.00014291043],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045413055,0.00013244919,0.00012703764,0.000057459096,0.0001790592,0.00008960587,0.0007312506,0.000024399207,0.000031770534],"category_scores_gemma":[0.000051959258,0.00008382213,0.000016039046,0.00034029607,0.000107484375,0.00031109308,0.00005855409,0.00017146755,0.001294711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006615541,0.000012080737,0.7051206,0.000011820545,0.000020173771,0.000006458488,0.0044116634,0.012669151,0.00006232025,0.000011844242,0.15886085,0.11874684],"study_design_scores_gemma":[0.00037914747,0.000087384666,0.02089638,0.00006000096,0.000032120097,0.00004483451,0.002339604,0.8561706,0.00042871095,0.00013492873,0.11910025,0.00032605857],"about_ca_topic_score_codex":0.0062424773,"about_ca_topic_score_gemma":0.0005233142,"teacher_disagreement_score":0.84350145,"about_ca_system_score_codex":0.000011058887,"about_ca_system_score_gemma":0.00005325342,"threshold_uncertainty_score":0.99948287},"labels":[],"label_agreement":null},{"id":"W2162411041","doi":"10.1190/1.2904986","title":"Adaptive curvelet-domain primary-multiple separation","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; BG Group","keywords":"Multiple; Curvelet; Amplitude; Clutter; Offset (computer science); Scaling; Algorithm; Computer science; Thresholding; Frequency domain; Wavelet; Mathematics; Artificial intelligence; Computer vision; Physics; Optics; Image (mathematics); Radar; Wavelet transform; Geometry; Telecommunications","score_opus":0.019466388651668446,"score_gpt":0.20875175306014285,"score_spread":0.1892853644084744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162411041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953044,0.0001285397,0.00818119,0.00023586747,0.00025552037,0.00015590584,0.000055386216,0.00025116783,0.037692424],"genre_scores_gemma":[0.9908799,0.000044692297,0.0063667935,0.0016459962,0.00014617736,0.0000011375134,0.00018285369,0.0000031874447,0.0007292859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993029,0.00004131509,0.0001067857,0.00017225523,0.00018847387,0.00018822213],"domain_scores_gemma":[0.9996499,0.000060824612,0.000051363062,0.000146,0.000037460173,0.00005444596],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008350822,0.00009613041,0.00010974107,0.00003460614,0.00021430108,0.000013575231,0.00011795409,0.00003704894,0.0001849556],"category_scores_gemma":[0.000009187619,0.00008630997,0.000048996706,0.00015087974,0.00009127477,0.00025495375,0.000008019864,0.000104073624,0.0007810578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022012868,0.00014460717,0.34122407,0.00003223632,0.00006069382,0.00009946389,0.0031484796,0.0010147521,0.001120926,0.00084810134,0.31337988,0.3387066],"study_design_scores_gemma":[0.0009651098,0.0005251987,0.6860586,0.000031851556,0.000017455126,0.00007925905,0.0003681918,0.07379057,0.00622779,0.024511289,0.20659016,0.0008345355],"about_ca_topic_score_codex":0.0021160324,"about_ca_topic_score_gemma":0.000016450942,"teacher_disagreement_score":0.3448345,"about_ca_system_score_codex":0.000006474792,"about_ca_system_score_gemma":0.000048316575,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W2162940647","doi":"10.1002/grl.50844","title":"Direct temperature and salinity acoustic full waveform inversion","year":2013,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"FP7 People: Marie-Curie Actions; Ministerio de Economía y Competitividad","keywords":"Inversion (geology); Waveform; Geology; Temperature salinity diagrams; Salinity; Speed of sound; Electrical impedance; Geophysics; Seismology; Acoustics; Physics; Voltage; Oceanography","score_opus":0.021578830735783212,"score_gpt":0.2606107589372408,"score_spread":0.23903192820145758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162940647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98570925,0.000049820017,0.000015513475,0.009778561,0.00009844259,0.00022182352,0.0000100734,0.00010419042,0.0040123104],"genre_scores_gemma":[0.993375,0.00005891773,0.00027982885,0.0056561236,0.0001900587,0.0000040648315,0.000038377333,0.0000043968143,0.0003932543],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983075,0.00017872156,0.00011108594,0.00031516445,0.0005605707,0.00052690244],"domain_scores_gemma":[0.99903136,0.000400014,0.000020625057,0.00020878657,0.000087398985,0.00025178154],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039622388,0.00012041799,0.00014446107,0.00013826424,0.00033819876,0.00017755816,0.00022366105,0.00006678974,0.00088329194],"category_scores_gemma":[0.00018084886,0.00008751378,0.00004580275,0.0003033884,0.00039868077,0.00038392944,0.000053850974,0.00055733713,0.0017550134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008217048,0.00004822179,0.009669587,0.0000801123,0.000026728263,0.000040854942,0.00039812,0.000031669002,0.18896003,0.000025825695,0.6521838,0.14845292],"study_design_scores_gemma":[0.001718482,0.0020612415,0.669531,0.00034425018,0.000044690583,0.000046048463,0.0020125355,0.1675783,0.06650947,0.010364525,0.07803548,0.0017539923],"about_ca_topic_score_codex":0.014245342,"about_ca_topic_score_gemma":0.000027625114,"teacher_disagreement_score":0.6598614,"about_ca_system_score_codex":0.000011941374,"about_ca_system_score_gemma":0.000027350028,"threshold_uncertainty_score":0.99902225},"labels":[],"label_agreement":null},{"id":"W2163369582","doi":"10.1190/tle31091090.1","title":"Strategies in geophysics for estimation of unconventional resources","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Microseism; Unconventional oil; Resource (disambiguation); Geology; Tight oil; Geophysics; Exploration geophysics; Inversion (geology); Computer science; Petroleum engineering; Seismology; Oil shale; Tectonics; Paleontology","score_opus":0.02583915070341143,"score_gpt":0.260838280704421,"score_spread":0.23499913000100958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163369582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847754,0.00027306462,0.0047549927,0.00039363359,0.00021867602,0.00010590744,0.000011959573,0.00003428204,0.009432054],"genre_scores_gemma":[0.99802345,0.000003989731,0.001507938,0.00012439606,0.00007062727,0.0000010300937,0.000018446559,0.0000011384012,0.00024896383],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968874,0.000022946053,0.000080120844,0.00004059428,0.00006194367,0.00010564149],"domain_scores_gemma":[0.999743,0.00013711398,0.000040509913,0.00005705373,0.000009949478,0.000012406951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033828095,0.000034911754,0.000054854343,0.000034632074,0.000045340956,0.000012753375,0.000083170344,0.000016132337,0.00004594503],"category_scores_gemma":[0.000017300683,0.000023738638,0.000023621149,0.000069873706,0.000053699605,0.00019956683,0.000002955787,0.00004121742,0.000031439595],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015370651,0.000112185066,0.27211574,0.00027974235,0.000040259292,7.07361e-7,0.014937034,0.01675587,0.0008406124,0.042820003,0.06844167,0.5835025],"study_design_scores_gemma":[0.0006863334,0.00023204647,0.3481019,0.00022425792,0.000043052012,0.000012281732,0.004969924,0.3801796,0.01369236,0.16660908,0.08484723,0.00040190943],"about_ca_topic_score_codex":0.0004732645,"about_ca_topic_score_gemma":0.000009917916,"teacher_disagreement_score":0.58310056,"about_ca_system_score_codex":0.0000022137876,"about_ca_system_score_gemma":0.000010588462,"threshold_uncertainty_score":0.09680336},"labels":[],"label_agreement":null},{"id":"W2163479051","doi":"10.1190/geo2012-0038.1","title":"A fast reduced-rank interpolation method for prestack seismic volumes that depend on four spatial dimensions","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":174,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Toeplitz matrix; Lanczos resampling; Algorithm; Rank (graph theory); Interpolation (computer graphics); Computer science; Reduction (mathematics); Low-rank approximation; Matrix (chemical analysis); Regularization (linguistics); Noise reduction; Lanczos algorithm; Block (permutation group theory); Mathematics; Hankel matrix; Artificial intelligence; Eigenvalues and eigenvectors","score_opus":0.029305027514517645,"score_gpt":0.2604588851446088,"score_spread":0.23115385763009116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163479051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7254695,0.00014074428,0.26638642,0.00086258334,0.0017176792,0.00065574545,0.00024407556,0.00030948396,0.0042137485],"genre_scores_gemma":[0.9762628,0.0000128856145,0.021313047,0.0013958712,0.00038453197,0.0000037373031,0.00018788099,0.0000084752955,0.0004307446],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903667,0.00007900279,0.00013208728,0.0002129897,0.0001879941,0.00035126408],"domain_scores_gemma":[0.99931484,0.00023154824,0.000092046546,0.000216421,0.000037358204,0.00010775186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468011,0.00014951595,0.00015330271,0.000066891334,0.00019647226,0.000042938667,0.00014028524,0.0000646574,0.00013989994],"category_scores_gemma":[0.000039167662,0.00012778855,0.00009781544,0.000086837914,0.000029283223,0.0003417481,0.000015579695,0.00013601543,0.00019886585],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019520018,0.000097543954,0.030355772,0.000046562505,0.00005777789,0.0000017942198,0.0014259402,0.0016969688,0.0012388813,0.0002494192,0.049936246,0.9146979],"study_design_scores_gemma":[0.00037009068,0.00029473365,0.036338363,0.00005798377,0.000060852373,0.000011432336,0.00024730168,0.90828633,0.009025368,0.0055330507,0.03941356,0.0003609083],"about_ca_topic_score_codex":0.0048774816,"about_ca_topic_score_gemma":0.00003732486,"teacher_disagreement_score":0.914337,"about_ca_system_score_codex":0.0000070687734,"about_ca_system_score_gemma":0.000024177554,"threshold_uncertainty_score":0.7373326},"labels":[],"label_agreement":null},{"id":"W2163551257","doi":"10.1190/1.3627952","title":"Vector AR filters: Extending <i>f</i>‐ <i>x</i> random noise attenuation to the multicomponent case","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Attenuation; Noise (video); Random noise; Autoregressive model; Computer science; Extension (predicate logic); Algorithm; Programming language; Physics; Artificial intelligence; Mathematics; Statistics; Optics","score_opus":0.03694193565308352,"score_gpt":0.2242347038168132,"score_spread":0.1872927681637297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163551257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.903675,0.0003080429,0.03140121,0.005928936,0.0016327533,0.0010554384,0.00007883331,0.00066028925,0.055259474],"genre_scores_gemma":[0.98479235,0.000015924925,0.0074812006,0.0070921355,0.0000835298,0.0000037373518,0.000017659371,0.000003334385,0.00051015517],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919355,0.000077724784,0.00016485857,0.00019812639,0.0001512678,0.00021447464],"domain_scores_gemma":[0.9994791,0.00011017364,0.000042963806,0.00023217198,0.000028497172,0.000107075066],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039807236,0.00010568005,0.00009941383,0.000066660665,0.0002296499,0.000044692624,0.00018705522,0.000026171541,0.0023888992],"category_scores_gemma":[0.00004397012,0.00006266862,0.000053926255,0.00012706956,0.000039769526,0.00017029278,0.000015195421,0.00008781906,0.0008408341],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007683591,0.00014954736,0.06410888,0.000035928017,0.00008128807,0.0011903651,0.011564026,0.0009654297,0.0023928408,0.00028415796,0.324425,0.5940342],"study_design_scores_gemma":[0.003437892,0.00065391813,0.055309154,0.00013840022,0.00013765,0.0028287875,0.005554496,0.35265833,0.087452576,0.00067022437,0.4897791,0.0013794466],"about_ca_topic_score_codex":0.016516646,"about_ca_topic_score_gemma":0.00022681098,"teacher_disagreement_score":0.5926547,"about_ca_system_score_codex":0.000004424174,"about_ca_system_score_gemma":0.0000095232945,"threshold_uncertainty_score":0.9999371},"labels":[],"label_agreement":null},{"id":"W2163727927","doi":"10.1111/j.1365-2478.2011.00973.x","title":"Discontinuous Galerkin frequency domain forward modelling for the inversion of electric permittivity in the 2D case","year":2011,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Agence Nationale de la Recherche","keywords":"Discretization; Discontinuous Galerkin method; Galerkin method; Interpolation (computer graphics); Finite element method; Inversion (geology); Inverse problem; Spectral element method; Maxwell's equations; Frequency domain; Permittivity; Computer science; Mathematical analysis; Mathematics; Algorithm; Applied mathematics; Physics; Geology; Extended finite element method; Dielectric","score_opus":0.02941607494283863,"score_gpt":0.22085477678462317,"score_spread":0.19143870184178455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163727927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98575836,0.00014904853,0.010347002,0.00023858142,0.00008793527,0.00049912353,0.0000126261075,0.0000374241,0.0028698924],"genre_scores_gemma":[0.99550503,0.000009766185,0.004134864,0.00020974515,0.000095617805,0.000008402881,0.000004438816,0.0000040082705,0.000028120272],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902064,0.000087648914,0.00021005273,0.000221112,0.00016920704,0.00029131686],"domain_scores_gemma":[0.9991458,0.00046325556,0.000117527314,0.00020983642,0.000035307374,0.000028255892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000784378,0.000114351125,0.00016001215,0.00005481473,0.00031054625,0.000025952695,0.00026849896,0.000040248407,0.000029320372],"category_scores_gemma":[0.000065545035,0.00006377897,0.00011245796,0.0003221423,0.00008885118,0.00017762317,0.000014323513,0.0002568833,0.0000073625874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006559072,0.0008868893,0.41804597,0.00041368272,0.00015806605,0.0006866397,0.068897426,0.0019959204,0.0036975923,0.020269247,0.0027245488,0.48156813],"study_design_scores_gemma":[0.0005455009,0.0005312121,0.019388825,0.000066306595,0.000057420024,0.00017492007,0.006192773,0.7216535,0.004943084,0.24592975,0.00017794846,0.00033875223],"about_ca_topic_score_codex":0.019430839,"about_ca_topic_score_gemma":0.00013863023,"teacher_disagreement_score":0.7196576,"about_ca_system_score_codex":0.000007755464,"about_ca_system_score_gemma":0.000021314914,"threshold_uncertainty_score":0.9870989},"labels":[],"label_agreement":null},{"id":"W2163870893","doi":"10.2113/gscpgbull.63.1.108","title":"Quantitative seismic interpretations to detect biogenic gas accumulations: a case study from Qaidam Basin, China","year":2015,"lang":"en","type":"article","venue":"Bulletin of Canadian Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"PetroChina Company Limited","keywords":"China; Zhàng; Geology; Beijing; Structural basin; Petroleum; Archaeology; Library science; Geography; Paleontology","score_opus":0.02797971227893911,"score_gpt":0.25266783705396834,"score_spread":0.22468812477502922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163870893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822766,0.00035169921,0.0012734446,0.009905071,0.00029805396,0.00027771934,0.0002775952,0.00006532742,0.005274446],"genre_scores_gemma":[0.9885931,0.00001037828,0.007239088,0.003684885,0.000035884288,0.000008014356,0.00007959233,0.000007156101,0.00034189486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850655,0.00029952417,0.0003301969,0.00034063638,0.00015904926,0.00036404957],"domain_scores_gemma":[0.99867976,0.00025252203,0.0001076181,0.00030537677,0.00012833213,0.00052636553],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003977635,0.00016734701,0.00028027076,0.0010777826,0.00014738756,0.000029997467,0.00027970967,0.00008282052,0.0026396618],"category_scores_gemma":[0.00041533262,0.0001664011,0.00006660612,0.0003939383,0.00012899195,0.00004638631,0.00002071963,0.00016064289,0.0006996972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000381056,0.00010271597,0.44514206,0.000013245993,0.00032082747,0.0030896824,0.01408752,0.02789472,0.000020870124,0.00010886855,0.45270792,0.056130514],"study_design_scores_gemma":[0.0017752004,0.0046451613,0.08482324,0.000053688498,0.00016735416,0.0013167089,0.023857133,0.09539028,0.00018717862,0.003041558,0.78390026,0.0008422132],"about_ca_topic_score_codex":0.9749428,"about_ca_topic_score_gemma":0.65977997,"teacher_disagreement_score":0.3603188,"about_ca_system_score_codex":0.000033251417,"about_ca_system_score_gemma":0.00036132013,"threshold_uncertainty_score":0.99827206},"labels":[],"label_agreement":null},{"id":"W2164228550","doi":"10.1785/gssrl.80.1.5","title":"Thirty Years of Confusion around \"Scattering Q\"?","year":2009,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Confusion; Citation; Library science; Icon; Projectile point; Download; Computer science; World Wide Web; Information retrieval; History; Archaeology; Psychology","score_opus":0.06335657513824168,"score_gpt":0.3143943509563354,"score_spread":0.2510377758180937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164228550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97627324,0.0000811837,0.0005502434,0.019135727,0.00007840745,0.00012143225,0.0000070525166,0.00007917558,0.0036735127],"genre_scores_gemma":[0.97980684,0.000060971382,0.0011769009,0.018748473,0.00006464956,4.4327226e-7,0.00001697069,0.0000016026029,0.00012316088],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99834555,0.00023643136,0.00017789652,0.00024897378,0.0005594561,0.000431684],"domain_scores_gemma":[0.999242,0.00035275705,0.000039021274,0.00020276583,0.000051187428,0.00011225439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012184887,0.00008050846,0.00015105134,0.00017584802,0.000115214134,0.000041549985,0.00035950696,0.00007207367,0.000677305],"category_scores_gemma":[0.00025553297,0.00006335977,0.000060510385,0.00029231852,0.00039663215,0.00011959161,0.000026128188,0.00040150905,0.00015723042],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011208931,0.00005227344,0.03533353,0.00001504027,0.000010200003,0.00019756162,0.00020194777,0.00021110826,0.028800966,0.00029610886,0.062459834,0.8723093],"study_design_scores_gemma":[0.00048698048,0.0013278219,0.83290833,0.00010227229,0.000006207157,0.00005217357,0.00033994945,0.009400565,0.013874467,0.017389962,0.12374077,0.0003704946],"about_ca_topic_score_codex":0.0020123923,"about_ca_topic_score_gemma":0.0000010126217,"teacher_disagreement_score":0.8719388,"about_ca_system_score_codex":0.000009505911,"about_ca_system_score_gemma":0.000023163077,"threshold_uncertainty_score":0.7416014},"labels":[],"label_agreement":null},{"id":"W2164298777","doi":"10.1190/geo2012-0328.1","title":"Multifrequency full-waveform sonic logging in the screened interval of a large-diameter production well","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Wireline; Waveform; Well logging; Geology; Dispersion (optics); Sonic logging; Phase (matter); Aquifer; Acoustics; Geotechnical engineering; Groundwater; Petroleum engineering; Engineering; Optics; Physics; Telecommunications","score_opus":0.01247851462948587,"score_gpt":0.21295036045188917,"score_spread":0.2004718458224033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164298777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947178,0.00006989351,0.00045925716,0.0009978026,0.00019875057,0.0002494379,0.0000064742435,0.00004668297,0.0032539174],"genre_scores_gemma":[0.9974379,0.000021829404,0.0013502322,0.0009327449,0.00008768482,0.0000035449918,0.00003155129,0.0000027025285,0.00013179617],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99921906,0.00006262859,0.00017206681,0.0001604302,0.0001608417,0.00022495339],"domain_scores_gemma":[0.9995962,0.00004278134,0.00007778758,0.00022297254,0.000038529986,0.00002176341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003121219,0.00008872311,0.00011331488,0.0000668112,0.00006019416,0.000026926662,0.00021244804,0.00003314375,0.0004106251],"category_scores_gemma":[0.000024577552,0.00005827505,0.0000557114,0.00019158954,0.00006545966,0.00033491247,0.000011642559,0.00015220798,0.00040386984],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070600516,0.0002913778,0.16595164,0.00019962568,0.000045777484,0.000009426481,0.0062996345,0.0004083718,0.005272901,0.0003029139,0.025919307,0.7952284],"study_design_scores_gemma":[0.0012587709,0.0010149768,0.65328634,0.000364717,0.000058049325,0.00004978235,0.008615413,0.23384213,0.033534247,0.050332785,0.016672302,0.0009704768],"about_ca_topic_score_codex":0.011607051,"about_ca_topic_score_gemma":0.00014204918,"teacher_disagreement_score":0.79425794,"about_ca_system_score_codex":0.0000046803957,"about_ca_system_score_gemma":0.000018325876,"threshold_uncertainty_score":0.99497473},"labels":[],"label_agreement":null},{"id":"W2164468380","doi":"10.1190/tle32020178.1","title":"Structural curvature versus amplitude curvature","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Curvature; Amplitude; Computation; Azimuth; Reflection (computer programming); Geometry; Geology; Mathematics; Optics; Algorithm; Physics; Computer science","score_opus":0.026514789394820465,"score_gpt":0.24385540910707687,"score_spread":0.2173406197122564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164468380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91034186,0.0020628718,0.00013112077,0.011624334,0.003615878,0.000387285,0.000028172448,0.0006365926,0.071171895],"genre_scores_gemma":[0.99270886,0.000022394534,0.0006570015,0.0032421255,0.00034801467,0.0000015204865,0.000043401702,0.0000048066536,0.0029718836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991917,0.00005658168,0.00010533969,0.00017993347,0.00016755736,0.00029889907],"domain_scores_gemma":[0.9994069,0.00016441866,0.000049153474,0.00027501598,0.000035438334,0.000069117435],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015580207,0.00013030648,0.000114791925,0.00004105043,0.0002637806,0.00014165822,0.00041932025,0.00007909747,0.0019322062],"category_scores_gemma":[0.000053367985,0.000075872405,0.000055782486,0.00016683417,0.0001242307,0.00027549776,0.000017729993,0.00037335814,0.0023265665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039514605,0.0000032598023,0.034545053,0.000013904973,0.000038563176,0.0000031710856,0.00085281336,0.000057219142,0.0001944963,0.00048802834,0.8214269,0.14233705],"study_design_scores_gemma":[0.0007631307,0.00019489351,0.20685709,0.00007138321,0.00006172363,0.000044550135,0.0004841715,0.02844033,0.0022002622,0.01261377,0.7475771,0.0006916499],"about_ca_topic_score_codex":0.00196868,"about_ca_topic_score_gemma":0.00003362115,"teacher_disagreement_score":0.17231204,"about_ca_system_score_codex":0.0000062986355,"about_ca_system_score_gemma":0.000015966802,"threshold_uncertainty_score":0.99898016},"labels":[],"label_agreement":null},{"id":"W2165262883","doi":"10.1190/1.1707051","title":"Downhole seismic imaging of a massive sulfide orebody with mode-converted waves, Halfmile Lake, New Brunswick, Canada","year":2004,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada); Geological Survey of Canada","funders":"","keywords":"Geology; Vertical seismic profile; Seismology; Seismic exploration; Geophysical imaging; Sulfide; Scattering; Seismic wave; Mineralogy; Seismic migration; Mode (computer interface); Geophysics; Optics; Materials science; Physics","score_opus":0.004999622992447588,"score_gpt":0.17656405187947383,"score_spread":0.17156442888702625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165262883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791459,0.00025220707,0.009617433,0.0025173773,0.0003122453,0.0003004658,0.00022128208,0.00019584413,0.007437242],"genre_scores_gemma":[0.9937464,0.000019070296,0.0024124312,0.0027274766,0.00007453666,3.7899792e-7,0.00024110838,0.000009359389,0.0007692385],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987892,0.000022550104,0.00020154098,0.0002812585,0.0003436709,0.00036179254],"domain_scores_gemma":[0.99928695,0.000040183626,0.00013456773,0.0002958472,0.00008403865,0.000158425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005395058,0.00019520007,0.00024081179,0.00005976567,0.00011620408,0.000030754938,0.00025733377,0.000033965043,0.00021764496],"category_scores_gemma":[0.000010371394,0.00016033938,0.000042826152,0.0002972467,0.00011542484,0.00025198577,0.000016641401,0.00017540985,0.000040828865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005351767,0.00022033174,0.3308079,0.00029518365,0.00039086724,0.00068494905,0.0039877393,0.17677887,0.0013657098,0.0023061552,0.18508318,0.29754394],"study_design_scores_gemma":[0.0084152315,0.0010329862,0.23712344,0.00097613723,0.00037068085,0.00023688929,0.003430163,0.46239313,0.10982819,0.06498783,0.107743345,0.0034619444],"about_ca_topic_score_codex":0.97468066,"about_ca_topic_score_gemma":0.66302633,"teacher_disagreement_score":0.3116543,"about_ca_system_score_codex":0.000022818393,"about_ca_system_score_gemma":0.0027784451,"threshold_uncertainty_score":0.653845},"labels":[],"label_agreement":null},{"id":"W2165498921","doi":"10.1071/aseg2015ab091","title":"Imaging through shallow gas: Integrating broadband acquisition, processing and high-end model building for improved imaging of deeper targets","year":2015,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Broadband; Overburden; Tomography; Geophysical imaging; Amplitude; Seismology; Gemology; Regional geology; Economic geology; Reflection (computer programming); Data acquisition; Submarine pipeline; Bandwidth (computing); Engineering geology; Computer science; Mining engineering; Optics; Geotechnical engineering; Tectonics; Telecommunications","score_opus":0.01629059714175571,"score_gpt":0.25198729897030103,"score_spread":0.23569670182854532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165498921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5580011,0.0077801887,0.42362326,0.003470175,0.00053201657,0.00094417715,0.00033792018,0.0005655011,0.004745666],"genre_scores_gemma":[0.83411443,0.00003300329,0.16448207,0.0011222473,0.00008244804,0.0000042700767,0.000118699056,0.000013275174,0.000029541805],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998409,0.000030447824,0.0004487644,0.0004412988,0.00022833947,0.0004422005],"domain_scores_gemma":[0.9989779,0.00011418196,0.00029725413,0.00017806189,0.0002662051,0.0001663769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000659725,0.00024517562,0.00028534213,0.00012240084,0.00024034898,0.00016270604,0.00019389164,0.000057465917,0.000034139026],"category_scores_gemma":[0.00018120768,0.00021373692,0.00006367189,0.00012342788,0.00017000915,0.0013487047,0.000026106807,0.00018652035,0.0000023571952],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014479637,0.00006001511,0.0042518605,0.00017105408,0.00002627675,0.000015114158,0.0016007086,0.0034245776,0.0046728193,0.00036259255,0.0046900315,0.98058015],"study_design_scores_gemma":[0.0009323745,0.000069271075,0.0099870935,0.00024521124,0.000048390742,0.000058827743,0.0015045312,0.87962395,0.027214294,0.07926422,0.0006539652,0.00039788193],"about_ca_topic_score_codex":0.0029662717,"about_ca_topic_score_gemma":0.00003862056,"teacher_disagreement_score":0.9801823,"about_ca_system_score_codex":0.000017598828,"about_ca_system_score_gemma":0.00014784808,"threshold_uncertainty_score":0.87159383},"labels":[],"label_agreement":null},{"id":"W2165991720","doi":"10.1137/130918629","title":"3D Frequency-Domain Seismic Inversion with Controlled Sloppiness","year":2014,"lang":"en","type":"article","venue":"SIAM Journal on Scientific Computing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Petrobras; BG Group; ConocoPhillips","keywords":"Solver; Seismic inversion; Inversion (geology); Inverse problem; Helmholtz equation; Mathematical optimization; Algorithm; Computer science; Optimization problem; Mathematics; Mathematical analysis; Geometry; Geology","score_opus":0.010327367117737133,"score_gpt":0.20991509701161776,"score_spread":0.19958772989388063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165991720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9021319,0.00011512088,0.06369844,0.0015313361,0.002806853,0.00020896515,0.0000047023586,0.00017672643,0.029325938],"genre_scores_gemma":[0.9813925,0.0000045483594,0.015710114,0.0020780012,0.00030930006,1.545567e-7,0.000015256661,0.000006714362,0.0004834033],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997632,0.0003090293,0.00040634465,0.0004129972,0.0007548881,0.0004847141],"domain_scores_gemma":[0.998633,0.00029452605,0.00034768152,0.00028574088,0.0001914244,0.00024758463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032055313,0.00020944486,0.00034106846,0.0004213378,0.0012160817,0.00066457083,0.00047601294,0.00005678632,0.0005251279],"category_scores_gemma":[0.00013362867,0.00013884205,0.000113931506,0.00054614176,0.00025483794,0.00029281498,0.000021970684,0.0004677974,0.0003114071],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009924468,0.00017175639,0.08032053,0.00007522875,0.00014851993,0.00025331575,0.0022210986,0.044134125,0.0013795717,0.0010518129,0.09294412,0.77630746],"study_design_scores_gemma":[0.003930883,0.0005982365,0.0039157765,0.0004251526,0.00002652173,0.00042830245,0.0005212867,0.9174551,0.00042257825,0.0063011027,0.06550259,0.00047247123],"about_ca_topic_score_codex":0.00013553079,"about_ca_topic_score_gemma":0.000010249112,"teacher_disagreement_score":0.873321,"about_ca_system_score_codex":0.000022519964,"about_ca_system_score_gemma":0.00011705004,"threshold_uncertainty_score":0.935324},"labels":[],"label_agreement":null},{"id":"W2166144637","doi":"10.1002/cjg2.489","title":"A Study on Reconstruction of De‐Aliased Uneven Seismic Data","year":2004,"lang":"en","type":"article","venue":"Chinese Journal of Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Regularization (linguistics); Algorithm; Interpolation (computer graphics); Inverse problem; Conjugate gradient method; Weighting; Seismic inversion; Synthetic data; Computer science; Norm (philosophy); Mathematical optimization; Applied mathematics; Mathematics; Mathematical analysis; Azimuth; Geometry","score_opus":0.027030771464407133,"score_gpt":0.26741464497188483,"score_spread":0.2403838735074777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166144637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99807936,0.000049649894,0.00070781104,0.00033020088,0.00032552477,0.000062999214,0.000032803473,0.0000129465425,0.0003987137],"genre_scores_gemma":[0.99817854,0.000023181194,0.0012961271,0.0002931388,0.00018015619,5.4659214e-8,0.000012485199,0.0000027727667,0.00001353306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992332,0.000054315682,0.0002767272,0.000101312384,0.00023083935,0.00010361699],"domain_scores_gemma":[0.99923146,0.000057889276,0.00030675196,0.00026855245,0.00007744938,0.000057928253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041939816,0.00009329005,0.00020499119,0.000103280014,0.000050834387,0.000016435803,0.00037676765,0.000026135474,0.000029106666],"category_scores_gemma":[0.00007389223,0.0000622539,0.000058737347,0.00021187954,0.000049727176,0.00033120278,0.000014179295,0.00019083457,0.000012935856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004947767,0.00087025115,0.61993355,0.000054548887,0.0002449947,0.00017878374,0.0033980848,0.01840967,0.0012679461,0.00002873243,0.004081675,0.351037],"study_design_scores_gemma":[0.003906618,0.0047036754,0.88121474,0.0004910354,0.00019767038,0.000953113,0.0037837676,0.022847883,0.0063579893,0.0741208,0.0009122016,0.0005105039],"about_ca_topic_score_codex":0.0010856044,"about_ca_topic_score_gemma":0.000009724166,"teacher_disagreement_score":0.35052648,"about_ca_system_score_codex":0.000009305372,"about_ca_system_score_gemma":0.00013078701,"threshold_uncertainty_score":0.25386405},"labels":[],"label_agreement":null},{"id":"W2166184022","doi":"10.1190/1.2967559","title":"Spectral decomposition using Wigner-Ville distribution with applications to carbonate reservoir characterization","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Carbonate; Characterization (materials science); Decomposition; Reservoir modeling; Geology; Wigner distribution function; Materials science; Chemistry; Petroleum engineering; Physics; Nanotechnology; Quantum; Metallurgy; Organic chemistry","score_opus":0.02646493153276344,"score_gpt":0.2516994800944737,"score_spread":0.22523454856171024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166184022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93591887,0.000021492957,0.060444985,0.0011572415,0.00007081436,0.0002406666,0.000053076743,0.00013980505,0.0019530676],"genre_scores_gemma":[0.9969982,0.000014825686,0.0014829487,0.0005758046,0.0001418348,0.000004178267,0.000488279,0.000003875579,0.0002900649],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942476,0.000041540166,0.00009352327,0.0001466987,0.00012480207,0.0001686977],"domain_scores_gemma":[0.9996892,0.000027240532,0.000046465888,0.00015851948,0.000034941237,0.000043613225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013212308,0.00007714145,0.00007538789,0.000044680048,0.00045417613,0.000030731408,0.00013972158,0.00002559592,0.00004257149],"category_scores_gemma":[0.0000056771223,0.000053137126,0.00001956912,0.000278605,0.000068640715,0.00015466925,0.0000075137273,0.00008799332,0.00011633677],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010676419,0.00028109542,0.53927773,0.00014778857,0.0001817053,0.000090887566,0.012658063,0.06228446,0.19509469,0.003972673,0.053146746,0.13179651],"study_design_scores_gemma":[0.0006310534,0.0004857085,0.32727212,0.00019283773,0.00008685633,0.000579268,0.0003322285,0.3786906,0.07587786,0.0013533983,0.21354175,0.0009563305],"about_ca_topic_score_codex":0.00073982374,"about_ca_topic_score_gemma":0.000022109822,"teacher_disagreement_score":0.31640616,"about_ca_system_score_codex":0.000020338712,"about_ca_system_score_gemma":0.000024242243,"threshold_uncertainty_score":0.34932014},"labels":[],"label_agreement":null},{"id":"W2166525224","doi":"10.1190/1.1649391","title":"Efficient waveform inversion and imaging: A strategy for selecting temporal frequencies","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1029,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Geological Survey of Canada","funders":"","keywords":"Aliasing; Discretization; Algorithm; Frequency domain; Computer science; Inversion (geology); Wavenumber; Offset (computer science); Redundancy (engineering); Geophysical imaging; Geology; Mathematics; Undersampling; Geophysics; Optics; Mathematical analysis; Seismology; Physics; Artificial intelligence; Computer vision","score_opus":0.017597754833826376,"score_gpt":0.2174872219081115,"score_spread":0.19988946707428512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166525224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98577195,0.00031349855,0.0032132827,0.00022941329,0.00020907418,0.00023577704,0.00002932683,0.00015609809,0.009841556],"genre_scores_gemma":[0.99432707,0.000008667833,0.0045669493,0.00085395074,0.000039956998,0.0000012784604,0.0000321107,0.0000036854663,0.00016631428],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993117,0.000022415734,0.00010795903,0.00019442021,0.000114044706,0.00024946357],"domain_scores_gemma":[0.9996807,0.000060097944,0.000053597796,0.000092318434,0.00004755988,0.00006574122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020028219,0.00010606261,0.00010215758,0.000047197467,0.00024242332,0.00005803764,0.00006657834,0.000027179567,0.00004582622],"category_scores_gemma":[0.00003336451,0.0000894986,0.00003868411,0.00013087543,0.00006608092,0.00009609988,0.0000052120345,0.00008266158,0.000018135495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008218452,0.00010435833,0.34093446,0.00025877176,0.000052750365,0.000015750462,0.0022801412,0.0039430885,0.0025238544,0.006636,0.032961044,0.61020756],"study_design_scores_gemma":[0.0010786133,0.00046652553,0.01382806,0.00007420996,0.00005081245,0.000057376597,0.0038674057,0.8377916,0.017774684,0.055919595,0.068232946,0.0008581199],"about_ca_topic_score_codex":0.0016735628,"about_ca_topic_score_gemma":0.000011480323,"teacher_disagreement_score":0.83384854,"about_ca_system_score_codex":0.000006499596,"about_ca_system_score_gemma":0.000050560302,"threshold_uncertainty_score":0.3649647},"labels":[],"label_agreement":null},{"id":"W2166642457","doi":"10.1190/1.2236380","title":"Numerical analysis of a narrow-angle, one-way, elastic-wave equation and extension to curvilinear coordinates","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curvilinear coordinates; Extrapolation; Mathematical analysis; Mathematics; Wavefront; Cartesian coordinate system; Finite difference; Cylindrical coordinate system; Geometry; Physics; Optics","score_opus":0.020473771289709064,"score_gpt":0.21480795179789663,"score_spread":0.19433418050818757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166642457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833436,0.00011743583,0.014446186,0.00031234638,0.00006437892,0.00009158253,0.00004460801,0.00006493032,0.0015149153],"genre_scores_gemma":[0.99547267,0.000006649693,0.003812603,0.0003758486,0.000052981017,6.1593494e-7,0.00016356792,0.0000026434616,0.00011240706],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992347,0.00003420217,0.00017301971,0.0002085182,0.00019773109,0.00015184363],"domain_scores_gemma":[0.99952984,0.0001089392,0.0000735431,0.00014621529,0.00008604238,0.000055410575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012337016,0.00009070207,0.00021305599,0.00016462665,0.00007137123,0.000022936261,0.00006044293,0.000036387806,0.00014043131],"category_scores_gemma":[0.00003567174,0.00008159577,0.00006311592,0.00073898537,0.000051115854,0.00010630085,0.000011165296,0.000060344624,0.00004304392],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032956537,0.00045895876,0.44890314,0.00014190914,0.0005308924,0.000029210167,0.00129853,0.06906997,0.010310196,0.0029119654,0.024181586,0.4418341],"study_design_scores_gemma":[0.000118887525,0.00017819552,0.3863948,0.000016931552,0.00023154206,0.0000012613515,0.000057825608,0.6029145,0.0048061986,0.004076198,0.0010356834,0.00016796243],"about_ca_topic_score_codex":0.011957915,"about_ca_topic_score_gemma":0.000033359698,"teacher_disagreement_score":0.53384453,"about_ca_system_score_codex":0.0000032344212,"about_ca_system_score_gemma":0.0000112543075,"threshold_uncertainty_score":0.9946215},"labels":[],"label_agreement":null},{"id":"W2167240184","doi":"10.1190/1.1620651","title":"Reply by the authors to the discussion by Gijs J. O. Vermeer","year":2003,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Encana (Canada)","funders":"","keywords":"Geology; Computer science","score_opus":0.00755779615715054,"score_gpt":0.2010625810560071,"score_spread":0.19350478489885656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167240184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49088922,0.0025131092,0.0110970205,0.32490033,0.005742031,0.0019239468,0.00083437917,0.001038434,0.16106153],"genre_scores_gemma":[0.9336629,0.000039225924,0.00030202317,0.041665327,0.00011128723,0.0000039215865,0.00008857087,0.00000664748,0.024120089],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917316,0.00010327722,0.00009699691,0.00018038816,0.00022283768,0.00022332493],"domain_scores_gemma":[0.99948645,0.000057761714,0.000036234873,0.0003334624,0.00001810161,0.00006796668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003128252,0.000096660944,0.00007157007,0.000011248169,0.00035096458,0.00006775364,0.0002904674,0.000026195554,0.00032066138],"category_scores_gemma":[0.000045268644,0.000038546812,0.000045141613,0.00020817095,0.00006593152,0.00009642958,0.00001190282,0.0001531229,0.00064794446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030754102,0.000005378152,0.0009986575,9.76074e-7,0.000003076406,3.1775608e-7,0.00024002856,0.000018893188,0.00006897136,0.00007369616,0.9386421,0.05994483],"study_design_scores_gemma":[0.00004092043,0.00004034363,0.0011322857,0.0000052707514,0.0000059817744,0.0000021311916,0.00023573652,0.00069334335,0.0028721243,0.0023272473,0.9925526,0.00009201686],"about_ca_topic_score_codex":0.0021941713,"about_ca_topic_score_gemma":0.000006373476,"teacher_disagreement_score":0.4427737,"about_ca_system_score_codex":0.0000032759526,"about_ca_system_score_gemma":0.00001843652,"threshold_uncertainty_score":0.8328231},"labels":[],"label_agreement":null},{"id":"W2167388315","doi":"10.1111/j.1365-246x.2010.04909.x","title":"Fast and accurate 3-D ray tracing using bilinear traveltime interpolation and the wave front group marching","year":2011,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bilinear interpolation; Ray tracing (physics); Interpolation (computer graphics); Wavefront; Intersection (aeronautics); Fast marching method; Discretization; Geometry; Computation; Algorithm; Mathematical analysis; Mathematics; Computer science; Optics; Physics; Computer vision; Image (mathematics)","score_opus":0.028984894129716048,"score_gpt":0.2304359146781253,"score_spread":0.20145102054840924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167388315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92765516,0.000111762485,0.067844436,0.0009164985,0.00059371674,0.00008522582,0.000015521808,0.000027383805,0.0027502708],"genre_scores_gemma":[0.9880531,0.000058710808,0.010679905,0.00081777544,0.00031100944,2.450088e-7,0.000008182697,0.0000030540673,0.00006801409],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923784,0.000101507256,0.00020000884,0.00013207423,0.00019431591,0.00013428497],"domain_scores_gemma":[0.9995912,0.00012496808,0.000116473995,0.00004973718,0.00004306604,0.00007459376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004254407,0.00009330112,0.00011232448,0.00007832946,0.00021994623,0.00016385654,0.00012478573,0.000035789286,0.00043444903],"category_scores_gemma":[0.000041426014,0.000057901583,0.000053543616,0.000032728116,0.00018909102,0.00037515102,0.000025289424,0.00038164217,0.000009217965],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013892202,0.00007703206,0.023036944,0.000018936174,0.0002878449,0.000086356325,0.016022665,0.00046380292,0.0017609812,0.0020569984,0.00111452,0.9536847],"study_design_scores_gemma":[0.0005337106,0.000052303974,0.051047336,0.000050563627,0.000018534023,0.00029623203,0.00053146784,0.93844116,0.00012583821,0.008590686,0.00021564285,0.000096523],"about_ca_topic_score_codex":0.0016645046,"about_ca_topic_score_gemma":0.000010881504,"teacher_disagreement_score":0.9535882,"about_ca_system_score_codex":0.000006175271,"about_ca_system_score_gemma":0.000012390005,"threshold_uncertainty_score":0.47569123},"labels":[],"label_agreement":null},{"id":"W2168396269","doi":"10.1190/1.1468626","title":"Accurate interpolation with high-resolution time-variant Radon transforms","year":2002,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":305,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Algorithm; Computation; Interpolation (computer graphics); Inversion (geology); Kernel (algebra); Mathematics; Sampling (signal processing); Filter (signal processing); Computer science; Geology; Computer vision","score_opus":0.009700946115044587,"score_gpt":0.17708072101119327,"score_spread":0.1673797748961487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168396269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8773128,0.00030629954,0.067428105,0.003464245,0.00058710016,0.00055494107,0.00013997844,0.00091622217,0.04929032],"genre_scores_gemma":[0.9962315,0.000038291033,0.001977685,0.00066010107,0.00008995483,7.870552e-7,0.00011236191,0.0000037013149,0.0008856409],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999381,0.000023751552,0.000102887396,0.00015552876,0.00015393934,0.0001829126],"domain_scores_gemma":[0.9997283,0.000023237804,0.000048191574,0.000127627,0.00002577085,0.000046838755],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000068131434,0.00009930853,0.00009541141,0.00004319698,0.000114016235,0.000043860113,0.00010031183,0.000037110614,0.001552072],"category_scores_gemma":[0.0000033364772,0.000071180046,0.000029687977,0.00016204269,0.00004903239,0.00038468454,0.0000029036166,0.00010089743,0.0010464892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028034128,0.0001587034,0.00550545,0.000052019444,0.000098516444,0.000064739535,0.0025306891,0.004469234,0.0012346541,0.0018268679,0.082550876,0.9012279],"study_design_scores_gemma":[0.00045928202,0.00039171005,0.013486101,0.000047790334,0.000027572189,0.000025035199,0.00006826218,0.9639697,0.00135759,0.003209964,0.016651582,0.0003054048],"about_ca_topic_score_codex":0.0022671851,"about_ca_topic_score_gemma":0.000014845371,"teacher_disagreement_score":0.9595005,"about_ca_system_score_codex":0.0000042864467,"about_ca_system_score_gemma":0.000007644387,"threshold_uncertainty_score":0.9997313},"labels":[],"label_agreement":null},{"id":"W2168555884","doi":"10.1190/geo2014-0604.1","title":"The effect of velocity uncertainty on migrated reflectors: Improvements from relative-depth imaging","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Overburden; Horizon; Geology; Reflection (computer programming); Distribution (mathematics); Bayesian probability; Uncertainty quantification; Uncertainty analysis; Uncertainty reduction theory; Mathematics; Statistics; Geometry; Computer science; Mathematical analysis; Geotechnical engineering","score_opus":0.014216896624543274,"score_gpt":0.23917353415275655,"score_spread":0.22495663752821327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168555884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99325395,0.00014423879,0.0001675928,0.00023706602,0.00037193604,0.00015739359,0.000058619964,0.00010032795,0.0055088927],"genre_scores_gemma":[0.9991498,0.000010268462,0.00017684765,0.0003479769,0.00007269654,0.0000012406297,0.00009913216,0.0000037589975,0.00013827861],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905103,0.00015983745,0.00014470945,0.00017967455,0.00026878508,0.0001959591],"domain_scores_gemma":[0.9991538,0.00036622697,0.000116323856,0.0002351812,0.00005993699,0.000068515146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036032996,0.00012349708,0.0001430431,0.000024630439,0.00014081184,0.000032722615,0.00021312713,0.000028758908,0.0000207765],"category_scores_gemma":[0.00010213595,0.000074117386,0.000056529694,0.00017521082,0.000118093,0.00014567863,0.000014835932,0.00016135808,0.00011447907],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044756266,0.000021371692,0.27325848,0.000011057245,0.000075719945,0.000005394777,0.0006180712,0.00042388245,0.0006775116,0.000061874875,0.03180565,0.69259346],"study_design_scores_gemma":[0.004552693,0.00499221,0.3118669,0.00033371197,0.00020084495,0.0000026097946,0.0010982855,0.23288369,0.3024336,0.06818376,0.07217613,0.0012755591],"about_ca_topic_score_codex":0.030542899,"about_ca_topic_score_gemma":0.00009312856,"teacher_disagreement_score":0.69131786,"about_ca_system_score_codex":0.000013700039,"about_ca_system_score_gemma":0.00003820895,"threshold_uncertainty_score":0.9759128},"labels":[],"label_agreement":null},{"id":"W2168601191","doi":"10.1109/ccece.1996.548268","title":"Development of a generic signal processing structure providing array gain improvements for real time systems including 1-dimensional or 2-dimensional arrays of sensors","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Technical University of Nova Scotia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Signal processing; Space-time adaptive processing; Computer science; Synthetic aperture radar; Process gain; SIGNAL (programming language); Noise (video); Electronic engineering; Multidimensional signal processing; Synthetic aperture sonar; Digital signal processing; Real-time computing; Radar; Computer hardware; Artificial intelligence; Radar imaging; Telecommunications; Engineering; Pulse-Doppler radar; Spread spectrum","score_opus":0.037101642395015316,"score_gpt":0.2365847847091316,"score_spread":0.1994831423141163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168601191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99200505,0.00016353684,0.0055613164,0.000063664564,0.0001522476,0.0006830877,0.0001170284,0.00012787327,0.001126195],"genre_scores_gemma":[0.82348007,0.0000028740853,0.17537048,0.00012790052,0.00005580825,0.0000038816947,0.000088452216,0.000008788489,0.00086173846],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981797,0.00004719199,0.0006065076,0.00033060813,0.0005024478,0.00033358065],"domain_scores_gemma":[0.9991287,0.00012745008,0.00036039812,0.00011271752,0.00017346616,0.000097282944],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039561366,0.00020977715,0.00034195805,0.00018833438,0.00026529748,0.000028255738,0.00017325985,0.000091501766,0.00112807],"category_scores_gemma":[0.000024457477,0.00014714777,0.000061398976,0.00022909984,0.000078116514,0.00020836676,0.000021336558,0.00008951976,0.000008301025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032047761,0.00010518091,0.002482048,0.0007918102,0.00012569463,0.000005800132,0.0018815708,0.019541372,0.848129,0.000013951418,0.009038639,0.117564484],"study_design_scores_gemma":[0.0004304073,0.0001739402,0.00010790115,0.0002093417,0.000019663004,0.0000189308,0.0003058667,0.7258605,0.27160576,0.000044957083,0.0009841422,0.00023863338],"about_ca_topic_score_codex":0.00040207832,"about_ca_topic_score_gemma":0.000008636268,"teacher_disagreement_score":0.7063191,"about_ca_system_score_codex":0.00002253289,"about_ca_system_score_gemma":0.00016134525,"threshold_uncertainty_score":0.999785},"labels":[],"label_agreement":null},{"id":"W2169165793","doi":"10.1190/geo2011-0172.1","title":"Seismic data interpolation and denoising in the frequency-wavenumber domain","year":2012,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Wavenumber; Frequency domain; Algorithm; Range (aeronautics); Noise reduction; Domain (mathematical analysis); Grid; Mathematics; Function (biology); Least-squares function approximation; Computer science; Mathematical analysis; Optics; Geometry; Statistics; Physics; Artificial intelligence","score_opus":0.027892607306419227,"score_gpt":0.2409572880448159,"score_spread":0.21306468073839666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169165793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938974,0.00036315795,0.0014110765,0.0005234646,0.00013544374,0.00006801468,0.000027282964,0.000025933079,0.0035482568],"genre_scores_gemma":[0.9964292,0.000021554302,0.0016397234,0.0016274669,0.00013444327,2.7699113e-7,0.00012886975,0.00000165445,0.000016826987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948364,0.0000676922,0.00007915258,0.000105657105,0.00009961062,0.00016422702],"domain_scores_gemma":[0.999619,0.00007019404,0.00003052437,0.00024930047,0.0000055445444,0.000025404175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041163442,0.000057847636,0.000054988028,0.00002590625,0.000074040945,0.00003884093,0.00020325367,0.000023435758,0.00004705505],"category_scores_gemma":[0.000012382515,0.000040724924,0.000009069271,0.00010914271,0.000048378617,0.00052228716,0.000022378928,0.000108629225,0.00007157346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058772043,0.000020398533,0.8640971,0.000012445686,0.000005543794,0.0000026445803,0.0035308548,0.000009518429,0.00012741261,0.00043457063,0.008517492,0.12323611],"study_design_scores_gemma":[0.00021158755,0.00003813679,0.8523974,0.00004951486,0.000016812935,0.000050582632,0.0020585433,0.061227623,0.00012508334,0.056398842,0.027161017,0.0002648621],"about_ca_topic_score_codex":0.004582975,"about_ca_topic_score_gemma":0.00004694212,"teacher_disagreement_score":0.122971244,"about_ca_system_score_codex":0.0000019664394,"about_ca_system_score_gemma":0.000009265154,"threshold_uncertainty_score":0.6928118},"labels":[],"label_agreement":null},{"id":"W2169449758","doi":"10.1190/1.2211027","title":"A case history of time-lapse 3D seismic surveys at Cold Lake, Alberta, Canada","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Amplitude; Borehole; Steam injection; Seismology; Overburden; Seismic survey; Reflection (computer programming); Mining engineering; Petroleum engineering; Geotechnical engineering","score_opus":0.0071695551940511165,"score_gpt":0.15948858116081846,"score_spread":0.15231902596676733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169449758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506553,0.0002826465,0.000111340516,0.00012836388,0.00056554226,0.00012802075,0.0003501009,0.00006451347,0.047714196],"genre_scores_gemma":[0.9322708,0.0000061758274,0.00019398872,0.0010121275,0.00008408905,7.279372e-7,0.00026781636,0.0000055959335,0.06615866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990987,0.00010130866,0.00017860832,0.00018431114,0.0002036054,0.00023346691],"domain_scores_gemma":[0.99939907,0.00015781914,0.000105325526,0.00022476939,0.000048816986,0.00006423204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017922181,0.00012428702,0.00017574182,0.000035073073,0.00007209249,0.0000060991674,0.00012694574,0.00004164291,0.0013343941],"category_scores_gemma":[0.000010231241,0.00011952365,0.000046187666,0.00010524105,0.000093064235,0.0000909768,0.0000144524765,0.00008576088,0.00018458992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009300445,0.00002435486,0.024974355,0.000027102627,0.0000126187615,0.00035274713,0.00007876898,0.0009815209,0.00012979018,0.00001335004,0.96492136,0.008474755],"study_design_scores_gemma":[0.00029348655,0.000077351826,0.010848368,0.00001813659,0.00003135373,0.00022665499,0.000020525606,0.057335306,0.0018704158,0.00023112784,0.9286685,0.00037877826],"about_ca_topic_score_codex":0.9917488,"about_ca_topic_score_gemma":0.91694504,"teacher_disagreement_score":0.07480379,"about_ca_system_score_codex":0.00006878836,"about_ca_system_score_gemma":0.0003930461,"threshold_uncertainty_score":0.99957854},"labels":[],"label_agreement":null},{"id":"W2169561438","doi":"10.1190/geo2012-0383.1","title":"Improved wavefield reconstruction from randomized sampling via weighted one-norm minimization","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curvelet; Algorithm; Computer science; Compressed sensing; Minification; A priori and a posteriori; Offset (computer science); Norm (philosophy); Artificial intelligence; Wavelet; Wavelet transform","score_opus":0.011519829859953605,"score_gpt":0.19019064797353008,"score_spread":0.17867081811357646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169561438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8782956,0.00013220168,0.11149122,0.00087021396,0.0011431312,0.00066849106,0.00003645212,0.00039506442,0.006967642],"genre_scores_gemma":[0.9556564,0.00009584071,0.042066786,0.0012632215,0.00029957943,0.0000073150895,0.0003823721,0.0000056465733,0.00022283138],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991524,0.00006902828,0.00023868612,0.00022209017,0.00012779512,0.00018996227],"domain_scores_gemma":[0.9993119,0.00023543894,0.00013024753,0.0001787307,0.000079957324,0.00006369643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011323876,0.00012207178,0.0002597792,0.000053393986,0.00013247448,0.000083675164,0.00011540473,0.0000827287,0.0025358212],"category_scores_gemma":[0.000036044363,0.00010394214,0.00008921896,0.00013049002,0.0000822256,0.0004245835,0.000009017103,0.00013327465,0.00038997593],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005289495,0.000014472409,0.0014759072,0.0000074665368,0.000043529664,2.4667207e-7,0.00018396931,0.000024209054,0.0014112557,0.00003559356,0.0012752626,0.9949991],"study_design_scores_gemma":[0.009749322,0.00004935844,0.0035752764,0.000042664135,0.00006155806,0.0000033357485,0.00013635556,0.87181675,0.01094865,0.1025357,0.0007456579,0.00033536274],"about_ca_topic_score_codex":0.03204512,"about_ca_topic_score_gemma":0.000024409546,"teacher_disagreement_score":0.9946638,"about_ca_system_score_codex":0.0000048611487,"about_ca_system_score_gemma":0.000019974983,"threshold_uncertainty_score":0.998376},"labels":[],"label_agreement":null},{"id":"W2169755040","doi":"","title":"Seismic Modeling of Reservoir Heterogeneity Scales: An Application on Gas Hydrate Reservoirs","year":2008,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Petrophysics; Geology; Reflection (computer programming); Attenuation; Seismic inversion; Autocorrelation; Amplitude; Scattering; Reservoir modeling; Monte Carlo method; Seismic wave; Probability density function; Seismology; Seismic to simulation; Porosity; Geotechnical engineering; Physics; Statistics; Optics; Mathematics","score_opus":0.03727532499330727,"score_gpt":0.2507786809973758,"score_spread":0.21350335600406856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169755040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99077964,0.000087992434,0.0046226038,0.0003872011,0.000053991484,0.0001220802,0.000021693284,0.00013291308,0.0037918738],"genre_scores_gemma":[0.99759287,0.00014419973,0.0013341634,0.000696449,0.000058053516,0.000001969847,0.00010287303,0.000005027519,0.000064424625],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998977,0.00008296659,0.00021277164,0.00027600743,0.0002500084,0.00020125511],"domain_scores_gemma":[0.9993289,0.00003714288,0.00007457112,0.00040849193,0.000055863893,0.0000950061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027567768,0.00010921747,0.0001412601,0.00010292024,0.00018664102,0.000011213557,0.0002921577,0.000065218344,0.000039911538],"category_scores_gemma":[0.000020999389,0.00009501606,0.000052292693,0.00017324898,0.00010138509,0.00024188372,0.000012218354,0.00012525001,0.00011375085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009954122,0.000042774278,0.04069659,0.000021720272,0.000009789328,0.000005444124,0.00025900907,0.9416577,0.0004992621,0.000020047237,0.001864677,0.014823448],"study_design_scores_gemma":[0.00010845563,0.00015786148,0.002061066,0.000018084818,0.000003318221,0.000010177913,0.000063701445,0.98409563,0.010848336,0.0010087299,0.0015133362,0.000111316986],"about_ca_topic_score_codex":0.009127377,"about_ca_topic_score_gemma":0.0001543908,"teacher_disagreement_score":0.04243792,"about_ca_system_score_codex":0.0000060019033,"about_ca_system_score_gemma":0.000025040617,"threshold_uncertainty_score":0.9974709},"labels":[],"label_agreement":null},{"id":"W2170090767","doi":"10.1007/s11589-014-0069-9","title":"Spectral-element simulations of elastic wave propagation in exploration and geotechnical applications","year":2014,"lang":"en","type":"article","venue":"Earthquake Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Classification of discontinuities; Geology; Spectral element method; Finite element method; Solver; Seismogram; Seismic wave; Wave propagation; Geotechnical engineering; Seismology; Structural engineering; Engineering; Computer science; Extended finite element method; Mathematics; Mathematical analysis; Physics","score_opus":0.019129381543922713,"score_gpt":0.2346094373725338,"score_spread":0.2154800558286111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170090767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8714334,0.000030828873,0.12498417,0.0009314717,0.000052425934,0.00037861828,0.000009792986,0.00006525267,0.0021140433],"genre_scores_gemma":[0.9957169,0.000014124661,0.0041139484,0.00009786665,0.000019653771,0.0000030730916,0.000012828143,0.0000010957997,0.000020506262],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991837,0.00003325446,0.00018463586,0.0002097351,0.00024123982,0.00014744696],"domain_scores_gemma":[0.9996093,0.00008409726,0.0000645161,0.00014045362,0.000048527367,0.00005311927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060252874,0.000055622233,0.000074545555,0.00019671464,0.0001318727,0.000033263623,0.00010250952,0.000021942096,0.00008473839],"category_scores_gemma":[0.000109126384,0.000048939695,0.000010921441,0.00054520235,0.0003333706,0.00042845213,0.0000111094,0.00006994959,0.000014880165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017427712,0.00007872971,0.06056233,0.000040186973,0.0000024478097,8.251138e-7,0.00074746204,0.097300686,0.0046136943,0.010398927,0.000106810105,0.82613045],"study_design_scores_gemma":[0.000108300264,0.00009577721,0.22421399,0.000017111925,0.000002441093,0.0000023641624,0.000059478254,0.7597978,0.005672085,0.007619533,0.0023330906,0.00007802039],"about_ca_topic_score_codex":0.00022321106,"about_ca_topic_score_gemma":0.00009052912,"teacher_disagreement_score":0.8260524,"about_ca_system_score_codex":0.0000052369214,"about_ca_system_score_gemma":0.00004548232,"threshold_uncertainty_score":0.19957028},"labels":[],"label_agreement":null},{"id":"W2170483840","doi":"10.1190/1.3377789","title":"A comparison of passive seismic monitoring of fracture stimulation from water and CO2 injection","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Hydraulic fracturing; Microseism; Passive seismic; Shear wave splitting; Water injection (oil production); Geology; Induced seismicity; Event (particle physics); Shear (geology); Fracture (geology); Injection well; Seismology; Petroleum engineering; Geotechnical engineering; Petrology; Physics","score_opus":0.011572566304454445,"score_gpt":0.2445510228612842,"score_spread":0.23297845655682975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170483840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986425,0.000025641926,0.00084112916,0.000058127513,0.00025343962,0.000045398974,0.000019513795,0.00002225282,0.00009199859],"genre_scores_gemma":[0.99879324,0.000004276322,0.000961232,0.00004860815,0.00009669348,1.9636319e-7,0.00008184127,0.0000016049015,0.000012293061],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996165,0.000010483022,0.00011364426,0.000088537105,0.00009980877,0.00007101447],"domain_scores_gemma":[0.999728,0.000048320315,0.00007472818,0.00008532918,0.000042180982,0.000021444872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037009515,0.0000549936,0.00011498999,0.00003013455,0.000041930416,0.000008848327,0.00004672623,0.00005082959,0.000060565617],"category_scores_gemma":[0.0000065097515,0.000040780942,0.000019622543,0.00004053516,0.000050147133,0.00012124056,0.000006219026,0.00013147155,0.0000061288442],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002042978,0.000015925261,0.8991463,0.000013635115,0.000010086062,2.1292466e-7,0.001395538,0.003303821,0.027684875,0.0000030092112,0.00030389288,0.06810226],"study_design_scores_gemma":[0.00011019731,0.00008031812,0.4599624,0.000016719174,0.000014801688,4.2732108e-7,0.0002592761,0.07452331,0.46111906,0.0031372567,0.00071066356,0.000065575834],"about_ca_topic_score_codex":0.007234886,"about_ca_topic_score_gemma":0.000008079358,"teacher_disagreement_score":0.43918392,"about_ca_system_score_codex":8.807811e-7,"about_ca_system_score_gemma":0.0000066636867,"threshold_uncertainty_score":0.999376},"labels":[],"label_agreement":null},{"id":"W2170860899","doi":"10.1111/j.1365-246x.2007.03698.x","title":"Non-parametric seismic data recovery with curvelet frames","year":2008,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":555,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Seismic inversion; Compressed sensing; Algorithm; Inversion (geology); Computer science; Geophysical imaging; Parametric statistics; Synthetic seismogram; Sampling (signal processing); Data compression; Synthetic data; Geology; Seismology; Artificial intelligence; Mathematics; Computer vision; Wavelet transform","score_opus":0.026561710504257385,"score_gpt":0.2412824083118224,"score_spread":0.21472069780756503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170860899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689922,0.00010201393,0.015301632,0.002939398,0.0011452284,0.00007356366,0.00016585742,0.00008146148,0.011198664],"genre_scores_gemma":[0.9890825,0.0002638558,0.0056870594,0.002804569,0.00076886,3.2419115e-7,0.0002433151,0.0000050482145,0.001144458],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987138,0.00003337342,0.00020492167,0.00025139825,0.00057027896,0.0002262382],"domain_scores_gemma":[0.99922675,0.00012833421,0.00013564853,0.00025368886,0.00012120435,0.00013438133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019212844,0.00012798587,0.00014937206,0.0002008454,0.00021469242,0.00011547025,0.0008962845,0.00004327412,0.0010825302],"category_scores_gemma":[0.00006802802,0.00009154159,0.00006068188,0.0002461883,0.00013022749,0.00086565944,0.000047681962,0.00044230156,0.0005004946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032898848,0.00019368739,0.18816766,0.0000069535304,0.00026801825,0.0006577231,0.00013600149,0.003617724,0.000033697943,0.000040160958,0.5102309,0.2963185],"study_design_scores_gemma":[0.00078905176,0.00053592125,0.27336124,0.000078907564,0.000028058894,0.0035516836,0.00008834553,0.539765,0.00040363014,0.0043106196,0.17663924,0.00044831325],"about_ca_topic_score_codex":0.001221671,"about_ca_topic_score_gemma":0.0000051044535,"teacher_disagreement_score":0.5361473,"about_ca_system_score_codex":0.00001215534,"about_ca_system_score_gemma":0.00011002543,"threshold_uncertainty_score":0.9998306},"labels":[],"label_agreement":null},{"id":"W2171008399","doi":"10.1190/1.2172310","title":"Introduction to this special section: Attenuation and spectral decomposition","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Section (typography); Attenuation; Decomposition; Special section; Geology; Computer science; Physics; Optics; Engineering physics; Chemistry","score_opus":0.009635459521310182,"score_gpt":0.22355762415872635,"score_spread":0.21392216463741617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171008399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88592106,0.00009491059,0.0029471419,0.041243743,0.003940246,0.00021471217,0.0000083154555,0.00024349793,0.065386385],"genre_scores_gemma":[0.96788675,0.000010495285,0.000978808,0.001138761,0.025856208,7.968023e-7,0.000059140453,0.0000027223148,0.004066344],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999556,0.00003636747,0.000077531135,0.00013123425,0.000089481466,0.00010937825],"domain_scores_gemma":[0.9998307,0.000027971671,0.000025222027,0.000079275385,0.000014402486,0.000022409942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022185418,0.00005471357,0.000052301537,0.000059685826,0.00021853583,0.00006186429,0.00005433166,0.000024242878,0.00090589875],"category_scores_gemma":[0.000009011834,0.000040737264,0.000014271224,0.00012119195,0.000038207014,0.00013669631,0.0000042204238,0.00008384644,0.00048208167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002027673,0.000004014613,0.006078922,0.0000024860974,0.0000022020242,6.736829e-7,0.00021392958,0.00021972944,0.0011333029,0.0003117097,0.948722,0.043290775],"study_design_scores_gemma":[0.00013188848,0.00013019369,0.12745021,0.00001250201,0.000017072187,0.000081733786,0.000078201425,0.0057013556,0.013766863,0.0032090745,0.8492482,0.00017272026],"about_ca_topic_score_codex":0.0013750637,"about_ca_topic_score_gemma":0.000113405134,"teacher_disagreement_score":0.1213713,"about_ca_system_score_codex":0.00001028093,"about_ca_system_score_gemma":0.000005104767,"threshold_uncertainty_score":0.9918956},"labels":[],"label_agreement":null},{"id":"W2171127359","doi":"10.1111/j.1365-2478.2005.00503.x","title":"Minimum weighted norm wavefield reconstruction for AVA imaging","year":2005,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Prestack; Amplitude; Wave equation; Geology; Inversion (geology); Interpolation (computer graphics); Inverse problem; Synthetic data; Norm (philosophy); Geophysical imaging; Seismology; Geodesy; Mathematical analysis; Algorithm; Mathematics; Optics; Computer science; Physics; Image (mathematics); Computer vision","score_opus":0.008721369768491673,"score_gpt":0.21280311098503968,"score_spread":0.204081741216548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171127359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94489217,0.0001666262,0.006340967,0.0052646473,0.00093955523,0.00051507785,0.000025069323,0.0007121951,0.041143667],"genre_scores_gemma":[0.97893286,0.0000050060976,0.018317135,0.0011075025,0.0009856228,0.0000034427183,0.000022475278,0.0000054634056,0.0006204892],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990559,0.000015061136,0.0001927265,0.00028955436,0.00012864932,0.00031808417],"domain_scores_gemma":[0.9995283,0.0001332314,0.00008282491,0.00013180298,0.000054619773,0.00006922994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016924863,0.00012053287,0.00014063665,0.000058155903,0.00030311345,0.0000692591,0.00011783906,0.00003878714,0.0003186393],"category_scores_gemma":[0.000054888606,0.00010613661,0.00008994718,0.00012821436,0.000060503247,0.00035829804,0.000010195495,0.00017167714,0.00018792461],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002283979,0.000014367893,0.021958765,0.000012405428,0.000006517188,9.986254e-7,0.00013234293,0.00001239997,0.00046544464,0.00017831997,0.0040726783,0.9731229],"study_design_scores_gemma":[0.00065989257,0.00014742579,0.011958736,0.00007076477,0.000028452021,0.00006855078,0.00043349623,0.8964822,0.034092538,0.025261985,0.030307997,0.0004879513],"about_ca_topic_score_codex":0.00081784587,"about_ca_topic_score_gemma":0.000023359935,"teacher_disagreement_score":0.972635,"about_ca_system_score_codex":0.00001164708,"about_ca_system_score_gemma":0.000018379707,"threshold_uncertainty_score":0.43281254},"labels":[],"label_agreement":null},{"id":"W2172087045","doi":"10.1111/j.1365-2478.2009.00805.x","title":"Seismic data reconstruction using multidimensional prediction filters","year":2009,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoregressive model; Computer science; Algorithm; Interpolation (computer graphics); Dimension (graph theory); Field (mathematics); Data mining; Mathematics; Artificial intelligence; Statistics","score_opus":0.030974005119464708,"score_gpt":0.24490286900013644,"score_spread":0.21392886388067173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172087045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922773,0.0000393755,0.0047822455,0.00039430277,0.0005174302,0.00013876271,0.00006149088,0.00032870178,0.0014603662],"genre_scores_gemma":[0.98137295,0.0000045708257,0.017394701,0.00061349425,0.00040759917,1.5310528e-7,0.00014891582,0.0000028095092,0.000054815562],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989505,0.000034583187,0.00018148971,0.00038955774,0.0002051462,0.00023875914],"domain_scores_gemma":[0.9994708,0.000045024157,0.000084657055,0.00029793484,0.000033418004,0.00006818286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021250914,0.00011208536,0.00012111549,0.000058467806,0.00030685557,0.000043795106,0.00017331065,0.000046368245,0.00012708912],"category_scores_gemma":[0.000060430382,0.00010121655,0.000036657002,0.00017796447,0.000056862933,0.00062220736,0.00002164935,0.00021397416,0.00007219122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005048814,0.000049004968,0.07399239,0.000010523889,0.00001730629,0.000007452378,0.00013791115,0.0051230397,0.004605738,0.000059598715,0.0030597425,0.9128868],"study_design_scores_gemma":[0.00014355216,0.00007611079,0.056331825,0.000037363723,0.000011741832,0.00006715481,0.00007424967,0.9386369,0.0015659104,0.0024591982,0.00047737116,0.0001186492],"about_ca_topic_score_codex":0.0016916608,"about_ca_topic_score_gemma":0.0000029199516,"teacher_disagreement_score":0.9335138,"about_ca_system_score_codex":0.000012982984,"about_ca_system_score_gemma":0.000027441378,"threshold_uncertainty_score":0.4127491},"labels":[],"label_agreement":null},{"id":"W2173874202","doi":"10.1190/tle34080912.1","title":"Constraining geomechanical models by using microseismic-derived fractures from source mechanisms","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Microseism; Geology; Reservoir modeling; Fracture (geology); Hydraulic fracturing; Inversion (geology); Seismology; Geotechnical engineering","score_opus":0.05368427695839318,"score_gpt":0.25657398073876886,"score_spread":0.20288970378037569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173874202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49983764,0.0008724871,0.49350145,0.0010682358,0.0006398825,0.00015706348,0.00010342471,0.00038286106,0.0034369647],"genre_scores_gemma":[0.9841708,0.000013076191,0.008738201,0.006492907,0.00014181052,6.0075683e-7,0.0000772139,0.000010863417,0.00035455788],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879247,0.00012428433,0.0001934431,0.00028365798,0.00024550478,0.00036062574],"domain_scores_gemma":[0.99925035,0.00020184739,0.00010159376,0.00025499385,0.00003602951,0.00015518744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005359347,0.00018395741,0.00021784914,0.000051299245,0.00026135007,0.00014166118,0.00042328308,0.00011167401,0.00021621633],"category_scores_gemma":[0.00005493395,0.00012686756,0.000064093816,0.00010556675,0.00015895168,0.00026187237,0.000035200344,0.00031339788,0.00020284542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023348843,0.00006729936,0.0011998093,0.000017954993,0.00016263154,0.000039728373,0.013990069,0.031645797,0.27044663,0.0007458347,0.37278095,0.3086698],"study_design_scores_gemma":[0.00042292758,0.00007122567,0.000021033951,0.000059921258,0.000043959328,0.000043275337,0.0018753102,0.8255825,0.09446093,0.050767172,0.026273502,0.00037822532],"about_ca_topic_score_codex":0.008702762,"about_ca_topic_score_gemma":0.00001667198,"teacher_disagreement_score":0.7939367,"about_ca_system_score_codex":0.000015370626,"about_ca_system_score_gemma":0.000062145475,"threshold_uncertainty_score":0.9978984},"labels":[],"label_agreement":null},{"id":"W2175480780","doi":"10.1190/geo2014-0560.1","title":"Iterative multiparameter waveform inversion of precritical reflection data using prestack time Kirchhoff approximation","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; Nexen (Canada); University of Calgary","funders":"","keywords":"Prestack; Inversion (geology); Born approximation; Algorithm; Offset (computer science); Iterative method; Amplitude; Waveform; Mathematics; Applied mathematics; Mathematical analysis; Computer science; Scattering; Optics; Geology; Physics; Seismology; Telecommunications","score_opus":0.10476226343559428,"score_gpt":0.29710839519863863,"score_spread":0.19234613176304435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175480780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789187,0.00004895621,0.013480063,0.00017473087,0.00030469638,0.00028924516,0.000179484,0.00012726574,0.006476898],"genre_scores_gemma":[0.968198,0.0000045196566,0.03045844,0.00024531293,0.00010272944,4.199814e-7,0.00079378596,0.000004284884,0.00019248106],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913913,0.000074734744,0.00016710113,0.00021781013,0.00024731515,0.00015391847],"domain_scores_gemma":[0.9993483,0.000058480306,0.000078245524,0.00032365235,0.0001143017,0.000077047414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025752254,0.00009252094,0.00012991505,0.000058583675,0.0000623915,0.000033091732,0.00020562089,0.000055015462,0.00005742402],"category_scores_gemma":[0.00009319533,0.000079097226,0.00002565381,0.0001699673,0.000092875416,0.0008590695,0.000046980545,0.0001043722,0.0001152412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010052302,0.0005680305,0.03357534,0.00044782876,0.00018729156,0.000018085715,0.010337171,0.0077927895,0.019986378,0.0004443782,0.10550264,0.8201348],"study_design_scores_gemma":[0.00019012882,0.00012976716,0.00051277794,0.000034444012,0.000019427363,0.000003953303,0.0001167992,0.98279095,0.010293503,0.0041036992,0.0016963902,0.00010816087],"about_ca_topic_score_codex":0.0018345572,"about_ca_topic_score_gemma":0.0000040758628,"teacher_disagreement_score":0.9749982,"about_ca_system_score_codex":0.000012557359,"about_ca_system_score_gemma":0.000058046262,"threshold_uncertainty_score":0.32254913},"labels":[],"label_agreement":null},{"id":"W2175594671","doi":"10.1190/tle34080882.1","title":"Overview of moment-tensor inversion of microseismic events","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Microseism; Inversion (geology); Amplitude; Moment tensor; Waveform; Computer science; Geology; Seismology; Algorithm; Physics; Telecommunications; Optics","score_opus":0.07709118684864666,"score_gpt":0.28002987871155205,"score_spread":0.2029386918629054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175594671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894589,0.0018085631,0.00017189888,0.0012310254,0.00038557296,0.000117381125,0.00002393694,0.000046313773,0.006756391],"genre_scores_gemma":[0.99680525,0.00015743676,0.00041107344,0.000871491,0.00003025618,2.2820403e-7,0.000012909606,0.0000025751556,0.0017088052],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993609,0.0000716228,0.0001630652,0.00009519529,0.00017747564,0.00013169229],"domain_scores_gemma":[0.9995398,0.000056243905,0.00011533242,0.0001912625,0.0000480596,0.0000492871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004694705,0.00006984635,0.00014820603,0.00006463502,0.000039273065,0.0000046923938,0.0002660246,0.000031763408,0.00010959131],"category_scores_gemma":[0.00003225789,0.000045789264,0.000051694526,0.00015662255,0.00009917437,0.00008949224,0.000019924228,0.000076087446,0.00019967495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015189985,0.00007227021,0.2810418,0.00024216034,0.00006357118,0.0000037662755,0.004121203,0.0002998063,0.0052735494,0.00030218685,0.5311138,0.17731397],"study_design_scores_gemma":[0.001941137,0.00086380914,0.039355006,0.00089033786,0.00014258061,0.000043347936,0.001846762,0.047491036,0.27664858,0.01663026,0.6135006,0.0006465386],"about_ca_topic_score_codex":0.0015037147,"about_ca_topic_score_gemma":0.000003865563,"teacher_disagreement_score":0.27137503,"about_ca_system_score_codex":0.0000061910305,"about_ca_system_score_gemma":0.00003143911,"threshold_uncertainty_score":0.25664842},"labels":[],"label_agreement":null},{"id":"W2178558917","doi":"10.1190/int-2015-0002.1","title":"SV-P extraction and imaging for far-offset vertical seismic profile data","year":2015,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"Tsinghua University","keywords":"Geology; Offset (computer science); Geophone; Vertical seismic profile; Seismology; Geodesy; Computer science","score_opus":0.04042905625513719,"score_gpt":0.2976381962082659,"score_spread":0.2572091399531287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178558917","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21748939,0.0011767556,0.7653382,0.0047952477,0.0014001746,0.0006462808,0.000344686,0.00041989156,0.008389421],"genre_scores_gemma":[0.9915223,0.000013373466,0.006087501,0.001464103,0.00005640797,0.0000025552124,0.0007725225,0.0000030059123,0.00007821237],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942094,0.000033212968,0.00012035663,0.00020633516,0.000104914376,0.000114255694],"domain_scores_gemma":[0.9996035,0.00008949018,0.000029088771,0.0001586508,0.00005210217,0.00006717176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000316878,0.00006443143,0.00006605485,0.000056052835,0.000055386656,0.000071002585,0.00012401542,0.000026674954,0.00006173413],"category_scores_gemma":[0.00018298888,0.000056709636,0.000012915603,0.000045082917,0.00004353592,0.00068623334,0.000015461974,0.00006287888,0.000056216842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014252876,0.0000096194335,0.01838476,0.000017988867,0.000007576133,0.0000019013319,0.0004797056,0.00009222824,0.00015969602,0.000029009845,0.09259004,0.88808495],"study_design_scores_gemma":[0.00016941119,0.000052814772,0.0027080174,0.000018954934,0.000012771745,0.00002272049,0.00029289583,0.95799226,0.000844695,0.0014583521,0.036351178,0.00007596084],"about_ca_topic_score_codex":0.00088015746,"about_ca_topic_score_gemma":0.000017796958,"teacher_disagreement_score":0.9579,"about_ca_system_score_codex":0.000006542847,"about_ca_system_score_gemma":0.000034919165,"threshold_uncertainty_score":0.23125517},"labels":[],"label_agreement":null},{"id":"W2180440105","doi":"10.1190/geo2015-0001.1","title":"A discontinuous collocated-grid implementation for high-order finite-difference modeling","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Genetics","funders":"National Natural Science Foundation of China","keywords":"Interpolation (computer graphics); Grid; Diagonal; Regular grid; Algorithm; Computer science; Integer (computer science); Finite difference; Mathematics; Geometry; Applied mathematics; Mathematical optimization; Mathematical analysis; Image (mathematics); Computer vision","score_opus":0.03390149555050445,"score_gpt":0.2564900075697623,"score_spread":0.22258851201925786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180440105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84905267,0.00009594141,0.14778759,0.00064858573,0.00075047393,0.00040292283,0.00031446156,0.00022417305,0.00072317204],"genre_scores_gemma":[0.9911111,0.00000989833,0.006889937,0.0008556801,0.00019166835,0.0000074154336,0.0006883747,0.000004456232,0.00024148088],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992835,0.000021236785,0.0001407223,0.00018001409,0.00015167997,0.00022286782],"domain_scores_gemma":[0.9995605,0.000052572268,0.000053102318,0.0001269529,0.000131415,0.0000754837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013635139,0.00010035466,0.00011631373,0.000037415484,0.000103596525,0.00005680165,0.00013263278,0.00003004978,0.000047978378],"category_scores_gemma":[0.000028605362,0.00008659734,0.000030151092,0.00014480497,0.000025635292,0.00016144711,0.0000099978315,0.00006021574,0.00006473203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016420466,0.00008354372,0.022102963,0.00006795695,0.00006699473,0.0000058928026,0.002272433,0.045793287,0.00034375594,0.0014632853,0.060535163,0.86710054],"study_design_scores_gemma":[0.0007545544,0.0003349618,0.0014329267,0.000016717351,0.000028146413,0.0000013466073,0.0014086402,0.95224845,0.0016024507,0.0371256,0.0047683986,0.00027782551],"about_ca_topic_score_codex":0.011120437,"about_ca_topic_score_gemma":0.00011681326,"teacher_disagreement_score":0.90645516,"about_ca_system_score_codex":0.0000061588257,"about_ca_system_score_gemma":0.000082646024,"threshold_uncertainty_score":0.9954646},"labels":[],"label_agreement":null},{"id":"W2181580663","doi":"","title":"A multivariate interpolation problem arising from the scattering of waves in layered media","year":2014,"lang":"en","type":"article","venue":"Dolomites Research Notes on Approximation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Inverse scattering problem; Piecewise; Interpolation (computer graphics); Mathematics; Inverse problem; Mathematical analysis; Scattering; Function (biology); Line segment; Lattice (music); Integer lattice; Geometry; Physics; Optics; Half-integer; Classical mechanics; Acoustics","score_opus":0.0773074389137762,"score_gpt":0.31947814053854295,"score_spread":0.24217070162476675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181580663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837027,0.00006021055,0.011184964,0.0025097243,0.00007128058,0.00038079606,0.00003301219,0.000057893118,0.00199938],"genre_scores_gemma":[0.98434883,0.000016476743,0.015190629,0.00020928131,0.00006483769,0.0000047381136,0.00015538484,0.000004178912,0.00000565477],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982388,0.00061365566,0.000269649,0.0002246521,0.00041635078,0.00023686183],"domain_scores_gemma":[0.9959023,0.0036606572,0.00009969812,0.00022010456,0.00008008893,0.000037171292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024158126,0.00009179083,0.00013785684,0.00024959896,0.000121453515,0.00008737677,0.0002578196,0.0000641981,0.00014561984],"category_scores_gemma":[0.0016201645,0.000060717226,0.00003154081,0.00034561605,0.00016279903,0.00023650475,0.000028265913,0.0003111282,0.000051031748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002677319,0.00007141632,0.23840383,0.000063277614,0.000016755084,8.533132e-7,0.0073725604,0.0019615625,0.027159875,0.0007677541,0.00075146643,0.72316295],"study_design_scores_gemma":[0.00028375277,0.00008568455,0.14251757,0.00022729795,0.0000018140452,3.8609164e-7,0.00039261865,0.8144096,0.023082834,0.018637642,0.00027639483,0.00008439368],"about_ca_topic_score_codex":0.013210828,"about_ca_topic_score_gemma":0.00029394124,"teacher_disagreement_score":0.8124481,"about_ca_system_score_codex":0.000012636903,"about_ca_system_score_gemma":0.000019260855,"threshold_uncertainty_score":0.9933603},"labels":[],"label_agreement":null},{"id":"W2181673061","doi":"","title":"Elastic prestack reverse-time migration using a staggered- grid finite-difference method","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Seismic migration; Grid; Prestack; Scheme (mathematics); Geology; Computer science; Mathematics; Seismology; Geodesy; Mathematical analysis","score_opus":0.019289325763452055,"score_gpt":0.25033637688877386,"score_spread":0.2310470511253218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181673061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86109746,0.000052073323,0.119612455,0.001047418,0.0014712624,0.00031950168,0.000116513984,0.0006281674,0.015655166],"genre_scores_gemma":[0.56327444,0.000025346366,0.42570585,0.0026345616,0.00029039566,0.0000012389443,0.00015139325,0.0000089375635,0.007907823],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905354,0.00008194374,0.00017612682,0.00025579525,0.00019882871,0.00023377866],"domain_scores_gemma":[0.9992617,0.00028743502,0.00007291973,0.0002227513,0.00005154808,0.000103656625],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033181455,0.0001292456,0.00013593605,0.0001047067,0.00014319211,0.000082484024,0.00018866498,0.0000842232,0.0069639776],"category_scores_gemma":[0.0001903795,0.00010130153,0.000047897945,0.00016553677,0.0000643029,0.00024112659,0.0000120638015,0.00024095645,0.000416345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019073655,0.00013402068,0.23234154,0.00011768587,0.00007791725,0.000050230967,0.001307308,0.0055851657,0.12466466,0.00038690947,0.22193483,0.413209],"study_design_scores_gemma":[0.000116458665,0.00006938115,0.0070215776,0.00001835849,0.000018851251,0.000021457088,0.000062153464,0.9417235,0.011410357,0.0008462399,0.03847925,0.00021240597],"about_ca_topic_score_codex":0.008695134,"about_ca_topic_score_gemma":0.00026027093,"teacher_disagreement_score":0.93613833,"about_ca_system_score_codex":0.0000030403537,"about_ca_system_score_gemma":0.000058538517,"threshold_uncertainty_score":0.997906},"labels":[],"label_agreement":null},{"id":"W2181840190","doi":"","title":"Prestack depth migration of bistatic georadar data","year":2012,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Prestack; Image (mathematics); Computer science; Algorithm; Seismology; Artificial intelligence","score_opus":0.07288523678259515,"score_gpt":0.2810591370348006,"score_spread":0.20817390025220547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181840190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851305,0.00030782697,0.0008239998,0.0005822332,0.0003073673,0.00012656634,0.00011635966,0.00008203728,0.012523135],"genre_scores_gemma":[0.98912084,0.000097995115,0.008871747,0.00048808454,0.00015984924,6.8981245e-7,0.00078815303,0.0000041936255,0.00046842065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871975,0.00006907211,0.00032192643,0.00023607981,0.0003001595,0.00035302978],"domain_scores_gemma":[0.9989975,0.00007917176,0.00019642852,0.0004915182,0.00007890332,0.0001564937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048694373,0.00014467715,0.00017456755,0.00008031274,0.00007533899,0.00006178395,0.00049398834,0.00006791522,0.0004650671],"category_scores_gemma":[0.000081130296,0.00012079875,0.00003088651,0.00012345,0.000073577474,0.0010549917,0.000033570916,0.00012720627,0.00017482646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065324435,0.00020417346,0.5066243,0.00012682402,0.00006811013,0.000011414622,0.0010059354,0.0009978662,0.013713663,0.0006777243,0.14981052,0.32669413],"study_design_scores_gemma":[0.0001863915,0.000102974314,0.85902685,0.000048623486,0.00003436199,0.000015373173,0.00021311876,0.038564865,0.043170735,0.00052248844,0.05779979,0.00031443397],"about_ca_topic_score_codex":0.01285518,"about_ca_topic_score_gemma":0.0007730493,"teacher_disagreement_score":0.35240254,"about_ca_system_score_codex":0.0000041163116,"about_ca_system_score_gemma":0.00011093233,"threshold_uncertainty_score":0.9937183},"labels":[],"label_agreement":null},{"id":"W2181956664","doi":"10.1190/segam2015-5829881.1","title":"Three Dimensional Attenuation Tomography from Microseismicity","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Geology; Attenuation; Microseism; Tomography; Seismology; Hydraulic fracturing; Mineralogy; Geotechnical engineering; Physics","score_opus":0.02691757713269375,"score_gpt":0.2170570859374591,"score_spread":0.19013950880476535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181956664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747251,0.00030813782,0.009717736,0.0017896463,0.00042917952,0.000083139865,0.00006809317,0.00027590824,0.012603018],"genre_scores_gemma":[0.97876227,0.000002228001,0.014559168,0.0061959485,0.00008694765,2.9629618e-7,0.00024489526,0.0000017658183,0.00014650966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993675,0.000019422492,0.0001036775,0.00017067262,0.00020667515,0.00013205051],"domain_scores_gemma":[0.99962914,0.000046939458,0.00003144746,0.0001282512,0.000052288367,0.00011191667],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017295105,0.00007522725,0.00007684375,0.00006272694,0.00006164484,0.00003377179,0.00011709732,0.000040766903,0.0014126218],"category_scores_gemma":[0.00001874017,0.00005782438,0.000039093135,0.00012236212,0.000058135145,0.00017491449,0.000009025807,0.000069903406,0.00060573476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023627488,0.000010760001,0.62148744,6.924003e-7,0.000008732248,0.0000029407308,0.000050865383,0.00010042119,0.00010350394,0.000024987166,0.31486508,0.06332093],"study_design_scores_gemma":[0.0006994054,0.00016086746,0.5629523,0.000019929153,0.000020986976,0.0000106475245,0.00015486169,0.23718959,0.011797064,0.05973118,0.12682797,0.00043524159],"about_ca_topic_score_codex":0.057638727,"about_ca_topic_score_gemma":0.000479603,"teacher_disagreement_score":0.23708917,"about_ca_system_score_codex":0.0000029098887,"about_ca_system_score_gemma":0.000029310684,"threshold_uncertainty_score":0.9995002},"labels":[],"label_agreement":null},{"id":"W2182092199","doi":"","title":"Seismic Detection of Cracks in Carbonates Associated with Potash Mining","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Potash; Evaporite; Drilling; Geophone; Seismology; Overburden; Seismogram; Mining engineering; Geochemistry; Sedimentary rock","score_opus":0.008108976568929834,"score_gpt":0.19400961380695828,"score_spread":0.18590063723802844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182092199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855064,0.000067245426,0.00022641072,0.0002573456,0.000028302607,0.00004720356,0.0000028686816,0.00008331972,0.013780914],"genre_scores_gemma":[0.99856186,0.000008940609,0.00041450612,0.00074358296,0.000005867074,1.3055266e-7,0.000012484675,0.0000010713036,0.00025158253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995107,0.00002974808,0.00011694151,0.000104789964,0.00011087141,0.00012695145],"domain_scores_gemma":[0.9997845,0.000053857064,0.000052957876,0.000060884602,0.000023374376,0.000024380124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017174665,0.00006038739,0.00009804196,0.000115741415,0.000027938577,0.000009429015,0.000063746025,0.000038906608,0.000108522465],"category_scores_gemma":[0.000033787197,0.000045078883,0.0000160115,0.00022824202,0.000027955042,0.00010486912,0.0000014628134,0.00006770321,0.0000040278023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055650988,0.000036610185,0.6873427,0.0000046063756,0.000010942181,0.000010161384,0.00038176082,0.0020478382,0.0010797558,0.000005507035,0.0008653163,0.30815914],"study_design_scores_gemma":[0.00031667927,0.00043867645,0.711474,0.00006554911,0.0000071013246,0.000007461612,0.0003952064,0.25032732,0.035830997,0.0005984263,0.00039608753,0.00014250995],"about_ca_topic_score_codex":0.005763535,"about_ca_topic_score_gemma":0.0005606266,"teacher_disagreement_score":0.30801663,"about_ca_system_score_codex":0.000005635539,"about_ca_system_score_gemma":0.000015533113,"threshold_uncertainty_score":0.8712779},"labels":[],"label_agreement":null},{"id":"W2182125954","doi":"","title":"Stratigraphic controls on the distribution of poroelastic properties in the Late Cretaceous Cardium Formation, Alberta","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Petrophysics; Cretaceous; Geology; Poromechanics; Context (archaeology); Induced seismicity; Petroleum engineering; Facies; Sedimentary depositional environment; Paleontology; Borehole; Hydraulic fracturing; Drilling; Petrology; Seismology; Geotechnical engineering; Engineering; Porous medium; Porosity; Structural basin","score_opus":0.027944263058572644,"score_gpt":0.19810557025725298,"score_spread":0.17016130719868033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182125954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720226,0.00016241871,0.0003257455,0.0066886423,0.000056280653,0.00028296266,0.000020596632,0.000025820042,0.020414911],"genre_scores_gemma":[0.99850553,0.000013523912,0.000007862932,0.0011834716,0.000012226502,0.000002435942,0.00005037731,7.32543e-7,0.00022381345],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934524,0.00013559069,0.00015102512,0.000057931382,0.00020025112,0.00010993366],"domain_scores_gemma":[0.99956673,0.00017618103,0.000050396957,0.00013881373,0.00004532943,0.000022561746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000516366,0.00006258648,0.00008139465,0.000027312179,0.00006020551,0.000034773057,0.00017147828,0.00002383316,0.000053206237],"category_scores_gemma":[0.00014975798,0.000025901783,0.000030093415,0.0001282169,0.000085782114,0.0001406181,0.0000028773823,0.00008517346,0.000026052998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006868245,0.00025236263,0.45550352,0.00012315271,0.0001139625,0.0000121868015,0.019972837,0.023307247,0.00025879726,0.012371723,0.4582212,0.029176194],"study_design_scores_gemma":[0.0012783627,0.0014687341,0.18411015,0.00015868511,0.00006196677,0.00005577912,0.015915953,0.7226587,0.007978346,0.010663873,0.05517941,0.00047004106],"about_ca_topic_score_codex":0.0066253026,"about_ca_topic_score_gemma":0.0008816582,"teacher_disagreement_score":0.6993515,"about_ca_system_score_codex":0.0000027330357,"about_ca_system_score_gemma":0.000026821739,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W2182184004","doi":"","title":"Synthetic Microseismic Files","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Hypocenter; Anisotropy; Seismogram; Geology; Noise (video); Synthetic data; Ray tracing (physics); Algorithm; Seismology; Computer science; Optics; Physics; Induced seismicity; Artificial intelligence; Image (mathematics)","score_opus":0.023334685715641165,"score_gpt":0.19267966761363173,"score_spread":0.16934498189799058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182184004","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21827331,0.00023157078,0.0016781173,0.0003068806,0.0002802056,0.000077537916,0.000017732224,0.00046872147,0.7786659],"genre_scores_gemma":[0.9854538,0.000026880438,0.008673727,0.0029181233,0.000016423657,2.5033157e-7,0.000009090178,0.0000015522577,0.0029001397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995733,0.000016776914,0.00007693825,0.00012616819,0.0000629398,0.00014387493],"domain_scores_gemma":[0.9997692,0.000021066922,0.000017888364,0.00013175652,0.0000108739805,0.00004921684],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000091018235,0.000059743557,0.000057603047,0.000049027312,0.00006061292,0.000013312768,0.00014201806,0.000026037926,0.02807923],"category_scores_gemma":[0.00000977158,0.000043854896,0.000030917425,0.000060760496,0.00006654764,0.00009392819,0.000004827871,0.00004887467,0.0018951112],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026070613,0.00003227618,0.15320504,0.000012690298,0.000014528973,0.000023346784,0.0007746255,0.0000040521977,0.0002486733,0.00065791246,0.276961,0.5680398],"study_design_scores_gemma":[0.00033875633,0.00032813498,0.21181412,0.00005404155,0.000028676797,0.00015962652,0.0010816952,0.029248092,0.18491244,0.029291855,0.54193187,0.0008106626],"about_ca_topic_score_codex":0.008440933,"about_ca_topic_score_gemma":0.000017414624,"teacher_disagreement_score":0.7757658,"about_ca_system_score_codex":8.7267955e-7,"about_ca_system_score_gemma":0.000009846012,"threshold_uncertainty_score":0.99888206},"labels":[],"label_agreement":null},{"id":"W2182262412","doi":"","title":"Prediction of shear-wave log in Western Canadian Sedimentary Basin (WCSB)","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Smoothing; Shear (geology); Seismology; Linear regression; Oil shale; Structural basin; Sedimentary basin; Geomorphology; Statistics; Petrology; Mathematics","score_opus":0.028512755120855254,"score_gpt":0.20226556516796793,"score_spread":0.17375281004711268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182262412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93961143,0.00020762596,0.00012901572,0.0019999675,0.0004897867,0.00013105242,0.00012103981,0.000065284315,0.057244815],"genre_scores_gemma":[0.99280727,0.000019365703,0.00083108596,0.0056629013,0.000052805444,3.2416844e-7,0.00008339505,0.0000015091705,0.0005413669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99942386,0.000033338685,0.00012791275,0.000081386475,0.00010065297,0.0002328571],"domain_scores_gemma":[0.99971354,0.00002371085,0.000021278263,0.000087855784,0.000009796622,0.00014380881],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026105615,0.000056440338,0.00007904815,0.00016309666,0.00002883822,0.0000062736876,0.000055954817,0.000042588785,0.0031005004],"category_scores_gemma":[0.0000063115267,0.000047904596,0.000019077128,0.000109651024,0.000036289155,0.00026377768,0.0000035211965,0.000072524126,0.0000846341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030337255,0.0000062091913,0.9609972,0.0000037052453,0.000002092711,0.0000013653763,0.00017845619,0.000006403179,0.0000061441424,0.0000051266466,0.028587079,0.010203154],"study_design_scores_gemma":[0.00009553301,0.000042997304,0.9152839,0.000012879346,0.0000034505824,0.000010518849,0.00021077851,0.0034090348,0.0024472617,0.0000594697,0.078365445,0.000058730308],"about_ca_topic_score_codex":0.89430463,"about_ca_topic_score_gemma":0.037894,"teacher_disagreement_score":0.8564107,"about_ca_system_score_codex":0.000012303148,"about_ca_system_score_gemma":0.000045813664,"threshold_uncertainty_score":0.9978108},"labels":[],"label_agreement":null},{"id":"W2182306513","doi":"","title":"Time-lapse seismic modeling of CO2 sequestration at Quest CCS project","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Plume; Geology; Aquifer; Seismology; Carbon sequestration; Passive seismic; Petroleum engineering; Environmental science; Geotechnical engineering; Carbon dioxide; Meteorology; Groundwater","score_opus":0.028456245001201756,"score_gpt":0.2421657290495621,"score_spread":0.21370948404836035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182306513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9095682,0.00025720138,0.0034651875,0.00024115494,0.00016861978,0.00018381188,0.00002498879,0.00024007985,0.08585075],"genre_scores_gemma":[0.99295634,0.00004454907,0.003451812,0.00085657754,0.00007357939,6.71596e-7,0.00011928653,0.0000030640988,0.0024941307],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992552,0.000051209405,0.000183195,0.000119984084,0.00016852275,0.00022188952],"domain_scores_gemma":[0.9996753,0.000031609394,0.00005767394,0.00013647355,0.000038590242,0.0000604034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002939534,0.00009199416,0.00011416238,0.00008137596,0.00007839342,0.000013407021,0.00010007689,0.000055745975,0.0011169618],"category_scores_gemma":[0.00001735928,0.00007232323,0.000038395814,0.000107568725,0.00005488641,0.00040874246,0.000010249554,0.00006673043,0.0003741948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031170118,0.00032670822,0.36456203,0.0003040108,0.00011052273,0.000010100909,0.00521338,0.0668286,0.008965597,0.00080196693,0.4625805,0.08998487],"study_design_scores_gemma":[0.00008140635,0.00005883199,0.00043263618,0.00001674841,0.000009266205,0.000013796154,0.00010390767,0.9820923,0.009629595,0.00013931634,0.007305471,0.00011672322],"about_ca_topic_score_codex":0.0069891405,"about_ca_topic_score_gemma":0.000021143105,"teacher_disagreement_score":0.9152637,"about_ca_system_score_codex":0.000008493515,"about_ca_system_score_gemma":0.00004036554,"threshold_uncertainty_score":0.99979615},"labels":[],"label_agreement":null},{"id":"W2182363147","doi":"","title":"Imaging Oblique Reflectors with Prestack Migration","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Prestack; Geology; Oblique case; Seismology; Geophysical imaging; Residual; Line (geometry); Geodesy; Geometry; Computer science; Algorithm","score_opus":0.012517514931372875,"score_gpt":0.22189773241314503,"score_spread":0.20938021748177216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182363147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7672669,0.00058033277,0.008882685,0.0025681776,0.00026707884,0.00016883003,0.000006035957,0.0005978778,0.21966206],"genre_scores_gemma":[0.9897086,0.00001881102,0.006613876,0.002301106,0.0000720547,5.345813e-7,0.000027919534,0.0000021273638,0.0012549695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994996,0.00002744596,0.0000678026,0.00009030648,0.000111205125,0.00020364176],"domain_scores_gemma":[0.9997489,0.000027055828,0.000025765368,0.00009952389,0.000019938132,0.00007884124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015009148,0.00006698866,0.000050937662,0.000056287714,0.00007056984,0.00003330951,0.00006702257,0.000016361453,0.0014232704],"category_scores_gemma":[0.000008947981,0.00004318365,0.000014748548,0.00010926506,0.000035630153,0.000534947,0.0000028144857,0.000060844995,0.00016415525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009019287,0.0000055147466,0.9367814,0.000002784703,0.0000023267978,7.269968e-7,0.00014449618,0.000013298302,0.000058114092,0.00007113264,0.034883365,0.02802784],"study_design_scores_gemma":[0.00021667815,0.00012474674,0.4862325,0.000031125295,0.000017225775,0.0000740504,0.0005354586,0.02893683,0.030171204,0.0004383539,0.45282388,0.00039794666],"about_ca_topic_score_codex":0.0058720894,"about_ca_topic_score_gemma":0.00017138728,"teacher_disagreement_score":0.4505489,"about_ca_system_score_codex":0.0000028177476,"about_ca_system_score_gemma":0.000015274312,"threshold_uncertainty_score":0.99948955},"labels":[],"label_agreement":null},{"id":"W2182653180","doi":"10.1071/aseg2010ab203","title":"The Application of Seismic Techniques in the Development of the Millennium Uranium Deposit, Northern Saskatchewan, Canada","year":2010,"lang":"en","type":"article","venue":"Exploration Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cameco (Canada)","funders":"","keywords":"Geology; Unconformity; Lithology; Borehole; Geochemistry; Structural basin; Basement; Mining engineering; Uranium ore; Hydrogeology; Uranium; Petrology; Geomorphology; Sedimentary rock; Paleontology; Geotechnical engineering; Archaeology","score_opus":0.0070274978693832795,"score_gpt":0.19003175979763792,"score_spread":0.18300426192825464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182653180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98997945,0.000058956663,0.0066387095,0.0018516495,0.00022592621,0.00040776128,0.000011962613,0.000026982072,0.0007985932],"genre_scores_gemma":[0.9983284,0.000009862166,0.0011075459,0.0004308371,0.00004087331,0.000013787788,0.000026898912,0.0000026779542,0.00003913459],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916947,0.00006708852,0.00026120341,0.00010291872,0.0002890397,0.00011026879],"domain_scores_gemma":[0.99930763,0.00010698347,0.00017743818,0.00030867875,0.00008510347,0.000014184004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033386736,0.00007987806,0.00007971296,0.000018159553,0.00022534793,0.00001698296,0.00041822065,0.000028307382,0.0000029802877],"category_scores_gemma":[0.000012364612,0.000041102965,0.000028854336,0.00024637088,0.00009057256,0.00012168345,0.000013305987,0.00017589764,0.0000028952848],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036639427,0.00006261466,0.10943027,0.000044057593,0.000020542493,4.4601046e-7,0.015671156,0.0005299387,0.011207113,0.00020843712,0.0066367923,0.856152],"study_design_scores_gemma":[0.00019602144,0.000051856805,0.20363088,0.000043407046,0.000019302026,0.0000038145838,0.018810129,0.018708432,0.6280434,0.005041143,0.12513167,0.00031993125],"about_ca_topic_score_codex":0.36035305,"about_ca_topic_score_gemma":0.8735108,"teacher_disagreement_score":0.85583204,"about_ca_system_score_codex":0.000008146676,"about_ca_system_score_gemma":0.00034356237,"threshold_uncertainty_score":0.6439064},"labels":[],"label_agreement":null},{"id":"W2182723882","doi":"","title":"The volume couple as a source for micro-seismic events","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Volume (thermodynamics); Geology; Finite volume method; Seismology; Finite difference; Geophysics; Mathematics; Mechanics; Physics; Mathematical analysis; Thermodynamics","score_opus":0.006864332866893063,"score_gpt":0.21220713645701045,"score_spread":0.2053428035901174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182723882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592587,0.00015537674,0.009200093,0.0091384165,0.0012704732,0.00042840274,0.000025392472,0.00034747974,0.020175677],"genre_scores_gemma":[0.9328038,0.00002053157,0.0036733092,0.006173105,0.000115757124,0.0000034790346,0.000032423766,0.0000041450276,0.05717341],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993967,0.0000127038875,0.0001050047,0.0001439843,0.000108168126,0.00023348404],"domain_scores_gemma":[0.9995345,0.00014049614,0.000036743226,0.00018837329,0.000034864723,0.000065027445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033474423,0.00007560663,0.00006388873,0.000024910521,0.00038913923,0.000058621536,0.00028170788,0.0000467187,0.001361463],"category_scores_gemma":[0.00006879264,0.00004593088,0.000057663376,0.000056878638,0.0000785007,0.000083846484,0.000008594885,0.0001306701,0.0007581158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044177203,0.000012134026,0.07089257,0.0000057929315,0.000014318396,6.469387e-7,0.000103186125,0.00003529741,0.0010311294,0.000124579,0.51780516,0.40993097],"study_design_scores_gemma":[0.00010836279,0.00006631679,0.003136703,0.000002078216,0.00000419376,0.000012424656,0.000101252284,0.10556711,0.0033117938,0.0027938357,0.8848144,0.00008154538],"about_ca_topic_score_codex":0.006705954,"about_ca_topic_score_gemma":0.0001768912,"teacher_disagreement_score":0.40984944,"about_ca_system_score_codex":0.0000012188984,"about_ca_system_score_gemma":0.0000351804,"threshold_uncertainty_score":0.99990845},"labels":[],"label_agreement":null},{"id":"W2182736688","doi":"","title":"Application of a Tomographic Velocity Model to the Prestack Depth Migration of a Buried Valley","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Prestack; Geology; Tomography; Reflection (computer programming); Seismology; Noise (video); Sequence (biology); Geodesy; Image (mathematics); Optics; Computer vision; Computer science","score_opus":0.013694459027983762,"score_gpt":0.2264353279313216,"score_spread":0.21274086890333782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182736688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8918913,0.0000146348175,0.10066538,0.0020136652,0.0000358724,0.00024961572,0.000015078236,0.00005076759,0.0050636837],"genre_scores_gemma":[0.984766,0.00000797527,0.014525408,0.00057849183,0.000015225838,0.0000026538783,0.000017061853,0.000001081952,0.0000861167],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954623,0.000015961412,0.00013011404,0.00009907641,0.00013671894,0.00007190784],"domain_scores_gemma":[0.9996083,0.000034674533,0.00005898737,0.0002033246,0.000062094776,0.000032632084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023501592,0.00004654101,0.00006667031,0.000059398193,0.000039894963,0.0000072000526,0.00017515026,0.00003369096,0.00007021645],"category_scores_gemma":[0.000022984172,0.000029097346,0.000032802043,0.00018727728,0.000054597727,0.00006640446,0.0000067095525,0.00006819491,0.0000089571295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014642403,0.00011216709,0.38626,0.00007059986,0.000034698554,2.0400918e-7,0.0026778874,0.01800432,0.030343989,0.0036739407,0.066967875,0.4917079],"study_design_scores_gemma":[0.00005088992,0.000043359018,0.05423553,0.0000031617303,0.000006180455,6.864598e-7,0.000055134467,0.9136976,0.024943143,0.0022310019,0.004684713,0.00004860482],"about_ca_topic_score_codex":0.014045229,"about_ca_topic_score_gemma":0.003316232,"teacher_disagreement_score":0.8956933,"about_ca_system_score_codex":4.63493e-7,"about_ca_system_score_gemma":0.000021837915,"threshold_uncertainty_score":0.99252033},"labels":[],"label_agreement":null},{"id":"W2183103419","doi":"","title":"Detecting Stratigraphic Discontinuities using Wavelet and S- Transform Analysis of Well Log Data","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wavelet; Wavelet transform; Haar wavelet; Discrete wavelet transform; Stationary wavelet transform; Harmonic wavelet transform; Second-generation wavelet transform; Continuous wavelet transform; Mathematics; Classification of discontinuities; Wavelet packet decomposition; Lifting scheme; Geology; Pattern recognition (psychology); Artificial intelligence; Computer science; Mathematical analysis","score_opus":0.045963178563969226,"score_gpt":0.2558986099028434,"score_spread":0.20993543133887418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183103419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859628,0.00058435026,0.0050796196,0.000076862336,0.000046438767,0.000050309438,0.000095367504,0.000041426403,0.008062802],"genre_scores_gemma":[0.99382365,0.00007227992,0.005812929,0.00013159688,0.000019555338,5.3918342e-8,0.00007621583,0.0000012227615,0.00006250474],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993993,0.000026841715,0.00016000282,0.00012770579,0.00010723616,0.00017892278],"domain_scores_gemma":[0.9996078,0.00007103591,0.00005106502,0.00020307687,0.000011209888,0.00005580342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040659835,0.00007206097,0.00016270237,0.00021662634,0.00007496277,0.00002543349,0.00014543305,0.000029647177,0.00070206576],"category_scores_gemma":[0.000010819051,0.000053472013,0.00003771774,0.00033131117,0.00009685851,0.0005658364,0.000010862385,0.000058469475,0.0000013794643],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007932758,0.0000100231055,0.82014394,0.000023113706,0.00019849869,4.775289e-7,0.0006606202,0.000035571553,0.00022190338,0.000058940754,0.00024781763,0.17839116],"study_design_scores_gemma":[0.00012638699,0.000050471226,0.19556056,0.00002142317,0.0007140987,0.00000952115,0.0039193206,0.7871851,0.009889897,0.0002801165,0.001999955,0.0002431892],"about_ca_topic_score_codex":0.012777504,"about_ca_topic_score_gemma":0.0010527397,"teacher_disagreement_score":0.7871495,"about_ca_system_score_codex":7.8354634e-7,"about_ca_system_score_gemma":0.00000872428,"threshold_uncertainty_score":0.99379647},"labels":[],"label_agreement":null},{"id":"W2183204718","doi":"","title":"Investigation of the Relationship between Seismic Velocity Dispersion Principles and the Permeability of Subsurface Porous","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Porous medium; Permeability (electromagnetism); Attenuation; Geology; Velocity dispersion; Dispersion (optics); Porosity; Soil science; Geophysics; Geotechnical engineering; Mineralogy; Optics; Physics; Chemistry","score_opus":0.052441124697943015,"score_gpt":0.23278989128775743,"score_spread":0.1803487665898144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183204718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962595,0.00020753361,0.0001860502,0.0018392362,0.00005099858,0.00014835651,0.0000141009605,0.000021025025,0.0012732139],"genre_scores_gemma":[0.9991635,0.000010606292,0.00048728916,0.00020030815,0.00001533261,2.2555314e-7,0.000010511072,0.0000011409439,0.00011109085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999261,0.00022095145,0.00018241662,0.00007799807,0.00016181078,0.000095772804],"domain_scores_gemma":[0.9989645,0.00066351943,0.00012338177,0.00018311296,0.000028184675,0.000037322847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011140307,0.00005616309,0.000102765654,0.000019278927,0.00014914616,0.000006789176,0.0001352335,0.00004066499,0.000059220165],"category_scores_gemma":[0.00028254205,0.000027085185,0.00003624425,0.00012763543,0.00062325684,0.00016908052,0.000023072229,0.00009805443,0.0000030517112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008031673,0.0000015611654,0.99722296,0.00001556352,0.0000025964446,4.012884e-9,0.00074312114,0.000021108752,0.000015823356,0.00040528804,0.000121614205,0.0014423383],"study_design_scores_gemma":[0.00011792333,0.0000100536545,0.98640126,0.000013572299,0.000015113194,0.000001192112,0.0002642001,0.004381557,0.005644243,0.0029301732,0.00018375166,0.00003695729],"about_ca_topic_score_codex":0.0051719747,"about_ca_topic_score_gemma":0.000020651767,"teacher_disagreement_score":0.010821686,"about_ca_system_score_codex":0.0000034981165,"about_ca_system_score_gemma":0.000020173533,"threshold_uncertainty_score":0.7818513},"labels":[],"label_agreement":null},{"id":"W2183252866","doi":"","title":"Seismic Azimuthal Anisotropy: an Important Tool for Detection of Coal Bed Methane, an Unconventional Source of Energy- a review","year":2010,"lang":"en","type":"review","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Coal; Azimuth; Geology; Mining engineering; Petroleum engineering; Coal mining; Permeability (electromagnetism); Fracture (geology); Seismology; Geotechnical engineering; Engineering; Geometry","score_opus":0.03019223721138398,"score_gpt":0.28858219030819016,"score_spread":0.2583899530968062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183252866","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014890422,0.9800536,0.018021256,0.000017373204,0.00033524664,0.00069574325,0.00046472522,0.00010584107,0.00015728906],"genre_scores_gemma":[0.00063115184,0.99214786,0.0043463316,0.00035182215,0.00013079979,0.00001860699,0.001928072,0.000017200411,0.00042813114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975291,0.0002699573,0.0011314387,0.00046008875,0.00034984935,0.0002596031],"domain_scores_gemma":[0.9980752,0.00017361078,0.0010032995,0.0004592294,0.00016099137,0.00012766643],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011801019,0.00034659222,0.0014219148,0.00022808545,0.00007120504,0.000017094444,0.00043490357,0.0003128481,0.001060046],"category_scores_gemma":[0.00007310134,0.00025754602,0.0006276584,0.00023223013,0.00013953628,0.00026253957,0.000015777248,0.0002591351,0.000005889407],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015496356,0.000036638594,0.00007375707,0.009109348,0.000044376655,7.2701323e-7,0.000004844809,0.0000020020675,0.000009933474,0.000042278825,0.0004920953,0.9901685],"study_design_scores_gemma":[0.00014319729,0.0005874783,0.000009814901,0.0039377566,0.00052002823,0.0000821748,0.000011737377,0.0052387128,0.0006506817,0.0003987701,0.98809636,0.00032328628],"about_ca_topic_score_codex":0.0044012885,"about_ca_topic_score_gemma":0.00017606938,"teacher_disagreement_score":0.9898452,"about_ca_system_score_codex":0.0000083619525,"about_ca_system_score_gemma":0.000331321,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W2183432701","doi":"","title":"Hoadley Microseismic Experiment: Reprocessing and characterization of long-duration tremor signals","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Hydraulic fracturing; Seismology; Geology; Geophone; Petroleum engineering","score_opus":0.011242127414669338,"score_gpt":0.21694494160054406,"score_spread":0.20570281418587472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183432701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817478,0.00008722611,0.014950429,0.00031391578,0.00005331918,0.00006509797,0.0000042890524,0.000069096626,0.0027088348],"genre_scores_gemma":[0.99728554,0.000039674727,0.0012378388,0.0009394452,0.000033424207,3.7553363e-7,0.00008327399,0.000002019863,0.00037839657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945396,0.000037021313,0.00017311054,0.00015697323,0.00008869446,0.00009022046],"domain_scores_gemma":[0.99971366,0.000028209924,0.00010122086,0.000090854075,0.00003122457,0.000034815097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021013811,0.000066134024,0.00009697148,0.00006488632,0.00007149825,0.000041957315,0.000054350952,0.00003263664,0.0003809247],"category_scores_gemma":[0.000019292023,0.00005378237,0.000015830388,0.0000749821,0.000054520176,0.0002626613,0.0000046964788,0.000031106,0.000013112179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027975191,0.00001587961,0.05754138,0.00005082313,0.000005938283,7.0607683e-7,0.0005286252,0.000011442969,0.47419208,0.000031893644,0.000493059,0.46710017],"study_design_scores_gemma":[0.00014319364,0.00008359896,0.062551945,0.000039346327,0.000005758099,0.000009287422,0.0000719124,0.097149454,0.8379125,0.00018428372,0.0017397485,0.00010894015],"about_ca_topic_score_codex":0.00050976884,"about_ca_topic_score_gemma":0.000002879443,"teacher_disagreement_score":0.46699125,"about_ca_system_score_codex":0.0000013750869,"about_ca_system_score_gemma":0.000009675742,"threshold_uncertainty_score":0.41708583},"labels":[],"label_agreement":null},{"id":"W2183445393","doi":"","title":"Attenuating 2D Noise in a 3D World","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Noise (video); Reflection (computer programming); Energy (signal processing); Acoustics; Computer science; Geology; Seismic noise; Seismology; Optics; Physics; Artificial intelligence","score_opus":0.03512601531162775,"score_gpt":0.21810434501320394,"score_spread":0.18297832970157618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183445393","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29896593,0.000059330334,0.00036626286,0.00023095128,0.00011514057,0.000060894417,0.0000022584347,0.00015636945,0.70004284],"genre_scores_gemma":[0.97625905,0.0000056867384,0.017870663,0.0028182836,0.000018015713,3.692369e-7,0.000004904323,0.0000011907929,0.0030218505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954927,0.000020649806,0.000102632315,0.00011045007,0.000070916605,0.00014610523],"domain_scores_gemma":[0.99981993,0.000028211736,0.00002000388,0.00008690881,0.000008008962,0.00003692928],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018587091,0.000050112638,0.00005966902,0.00012298743,0.000031968353,0.0000110299,0.00010150968,0.000015550402,0.009210232],"category_scores_gemma":[0.0000153644,0.000038906983,0.000016060785,0.00018813014,0.000027574859,0.00012940606,0.0000055547785,0.00007437182,0.0004861181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059963986,0.000006434453,0.8393211,0.0000022835923,0.0000010240365,0.000008254007,0.00032587434,0.0000043934274,0.000011037365,0.00004513225,0.008881324,0.15138717],"study_design_scores_gemma":[0.00026538668,0.00007404212,0.87924784,0.000049004982,0.0000043114223,0.000009128078,0.0005305514,0.079675764,0.0040872814,0.002621222,0.033155017,0.00028042422],"about_ca_topic_score_codex":0.027332682,"about_ca_topic_score_gemma":0.001434247,"teacher_disagreement_score":0.697021,"about_ca_system_score_codex":0.0000016265764,"about_ca_system_score_gemma":0.000009949563,"threshold_uncertainty_score":0.99169546},"labels":[],"label_agreement":null},{"id":"W2183506558","doi":"","title":"Interpolation of aliased seismic data in the curvelet domain","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Curvelet; Alias; Seismogram; Algorithm; Interpolation (computer graphics); Computer science; Mathematics; Artificial intelligence; Geology; Data mining; Seismology; Wavelet; Image (mathematics); Wavelet transform","score_opus":0.023970519614996206,"score_gpt":0.2531175156915251,"score_spread":0.22914699607652886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183506558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649734,0.000019751767,0.0029657318,0.0028949045,0.00020091792,0.00010556992,0.00006576552,0.000038456565,0.0287355],"genre_scores_gemma":[0.99225825,0.0000042500724,0.0051033054,0.0023584845,0.000022669066,1.6046528e-7,0.00019320748,7.2681405e-7,0.0000589201],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995306,0.000056250843,0.00011674413,0.00010526954,0.0001110407,0.00008009188],"domain_scores_gemma":[0.9994613,0.00010509054,0.00003579136,0.00037523315,0.000009041071,0.000013551901],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008024281,0.00004098131,0.00005375073,0.0000552125,0.00002451411,0.000016024595,0.00049274956,0.000026967857,0.0012123727],"category_scores_gemma":[0.000041787192,0.000024088822,0.000011408726,0.00011694108,0.000059121696,0.0001778355,0.000013297508,0.00013005933,0.00003637507],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003573809,0.000048206562,0.5961408,0.0000178103,0.0000072253183,0.0000059859763,0.0013137187,0.000019835023,0.0023464796,0.0008730381,0.19314258,0.2060486],"study_design_scores_gemma":[0.00023860089,0.00006737329,0.122207254,0.00001639477,0.0000048591446,0.000018986533,0.001359807,0.7102639,0.002515789,0.008151545,0.15501124,0.00014424804],"about_ca_topic_score_codex":0.014536881,"about_ca_topic_score_gemma":0.001132497,"teacher_disagreement_score":0.71024406,"about_ca_system_score_codex":3.444637e-7,"about_ca_system_score_gemma":0.000015435648,"threshold_uncertainty_score":0.99970067},"labels":[],"label_agreement":null},{"id":"W2183529577","doi":"","title":"Transmission Imaging: Moving Source Offset VSP (MSOVSP) Case Study","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Vertical seismic profile; Borehole; Geology; Offset (computer science); Impact crater; Seismology; Geophysical imaging; Remote sensing; Computer science; Geotechnical engineering","score_opus":0.0100779559235039,"score_gpt":0.22717042880441085,"score_spread":0.21709247288090694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183529577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97458977,0.000062000036,0.0034772668,0.000595836,0.00026041947,0.00019820704,0.000005032927,0.00045416463,0.02035728],"genre_scores_gemma":[0.99353796,0.000003740942,0.003641326,0.0012662337,0.00007394103,7.8067893e-7,0.00001284492,0.0000049051405,0.0014582621],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902964,0.000054017604,0.00017933777,0.00027919802,0.0002084635,0.0002493226],"domain_scores_gemma":[0.9994425,0.00007510953,0.00003959908,0.00024912346,0.000031614596,0.00016202014],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003920605,0.00013584414,0.00011945325,0.00011440972,0.0002967718,0.00009385395,0.00019612051,0.00004138355,0.0055875666],"category_scores_gemma":[0.000019411475,0.00010098547,0.00005178851,0.00014308872,0.000066131775,0.00026498808,0.000011510828,0.00030860963,0.0001914877],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007528814,0.000047540198,0.25111684,0.0000035041905,0.000004456427,0.00042467192,0.000987488,0.000013251696,0.0004410691,0.000003996816,0.010026588,0.73692304],"study_design_scores_gemma":[0.0008559605,0.00022808736,0.01548509,0.000017731176,0.00004745653,0.006171548,0.02833865,0.5177828,0.0063578766,0.0006082877,0.42340043,0.0007060403],"about_ca_topic_score_codex":0.043239724,"about_ca_topic_score_gemma":0.0004098545,"teacher_disagreement_score":0.736217,"about_ca_system_score_codex":0.0000015862807,"about_ca_system_score_gemma":0.000027571754,"threshold_uncertainty_score":0.99532145},"labels":[],"label_agreement":null},{"id":"W2183535109","doi":"","title":"Time-lapse numerical modeling of the Quest carbon capture and storage (CCS) project: Poroelastic approach","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poromechanics; Biot number; Amplitude; Geology; Mechanics; Porous medium; Physics; Geotechnical engineering; Porosity; Optics","score_opus":0.02189422115691477,"score_gpt":0.2102894390514695,"score_spread":0.1883952178945547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183535109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.763888,0.0008786706,0.008910974,0.0008282059,0.000309979,0.00049371686,0.000028938846,0.0002702435,0.22439127],"genre_scores_gemma":[0.9961001,0.000005818263,0.0025359273,0.00041264796,0.00003157308,6.1411436e-7,0.000011463408,0.0000028599509,0.0008989914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993015,0.00006631149,0.00012187279,0.00016674119,0.00020528471,0.00013832444],"domain_scores_gemma":[0.99967116,0.000025578196,0.000041868876,0.00015294027,0.00004070301,0.00006774242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023969852,0.00009043592,0.00012491478,0.000042643773,0.00004434434,0.00001799669,0.00014815824,0.00005217962,0.0000355225],"category_scores_gemma":[0.000051319337,0.00005163903,0.000025182995,0.00013915359,0.000095647985,0.00008049193,0.00002099709,0.0001295175,0.0000055969795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004941299,0.0005343923,0.3271025,0.00047580633,0.00019562696,0.00003417145,0.026074102,0.3648117,0.00043535986,0.0008257207,0.24065718,0.038359288],"study_design_scores_gemma":[0.00010025131,0.000042655738,0.00020673191,0.000010320304,0.000010411004,0.000022447464,0.00062867935,0.99795735,0.00007239006,0.00014955057,0.00071950874,0.00007970674],"about_ca_topic_score_codex":0.01817415,"about_ca_topic_score_gemma":0.000014058814,"teacher_disagreement_score":0.63314563,"about_ca_system_score_codex":0.0000043476844,"about_ca_system_score_gemma":0.000078325415,"threshold_uncertainty_score":0.9883639},"labels":[],"label_agreement":null},{"id":"W2183604186","doi":"","title":"Well tying and trace balancing Hussar data using new MATLAB tools","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geophone; Geology; Overburden; Seismogram; Synthetic seismogram; Seismic trace; Wavelet; Synthetic data; Seismology; Vertical seismic profile; Amplitude; Acoustics; Algorithm; Computer science; Geotechnical engineering; Optics","score_opus":0.0865394723769768,"score_gpt":0.2686267218539661,"score_spread":0.1820872494769893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183604186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9062369,0.0042280755,0.01680921,0.0011663089,0.00063435204,0.00018030884,0.000047911195,0.00038883722,0.07030812],"genre_scores_gemma":[0.9557563,0.00008608743,0.04078457,0.0018540376,0.0002181129,3.7343277e-8,0.00006022963,0.000003383622,0.0012372321],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999314,0.000025843214,0.00011046712,0.00016975364,0.000114361275,0.0002655479],"domain_scores_gemma":[0.99948275,0.00007398363,0.00003347988,0.0002565935,0.0000066101866,0.00014660339],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003780529,0.00008356145,0.00009478738,0.0000436187,0.00011901947,0.00010233632,0.00019914944,0.000036950903,0.0019420802],"category_scores_gemma":[0.00003293511,0.000065941356,0.000011516949,0.00008191936,0.000028930463,0.001262868,0.00003877434,0.0000844655,0.00013374706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010067579,0.000009366011,0.4312171,0.000025862377,0.000012369791,0.0000035896624,0.00033774102,0.00004844728,0.0005370831,0.00008899961,0.138716,0.42899337],"study_design_scores_gemma":[0.00026920275,0.000030481173,0.044305537,0.00006465065,0.000036219448,0.00014023036,0.0008198504,0.33795044,0.0047203787,0.00025351177,0.61100173,0.0004077984],"about_ca_topic_score_codex":0.0100466935,"about_ca_topic_score_gemma":0.000021033495,"teacher_disagreement_score":0.47228572,"about_ca_system_score_codex":0.0000024949939,"about_ca_system_score_gemma":0.00002478398,"threshold_uncertainty_score":0.99897027},"labels":[],"label_agreement":null},{"id":"W2183834180","doi":"","title":"Noise Examples from Two Microseismic Datasets","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Geophone; Noise (video); Acoustics; Seismology; Geology; Energy (signal processing); Amplitude; SIGNAL (programming language); Seismic noise; Hydraulic fracturing; Computer science; Petroleum engineering; Physics; Statistics; Mathematics; Artificial intelligence","score_opus":0.03885916087458861,"score_gpt":0.22615727239800387,"score_spread":0.18729811152341527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183834180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8953255,0.0006549285,0.005773383,0.00033364727,0.00055442046,0.00016046855,0.0021886483,0.0006664918,0.09434251],"genre_scores_gemma":[0.947229,0.000046401776,0.045722708,0.0054730526,0.00006696752,2.9336368e-7,0.0011026125,0.0000029020075,0.00035600952],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993343,0.0000314602,0.00012078906,0.00022435871,0.00009874397,0.00019038796],"domain_scores_gemma":[0.99954885,0.000049710696,0.000032984586,0.00027112704,0.000010392621,0.00008694643],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000108239576,0.00009619415,0.00009195863,0.000051482893,0.00008082226,0.000030368681,0.00027791137,0.000028684995,0.020428227],"category_scores_gemma":[0.000010974479,0.00007398458,0.000031923206,0.00006896836,0.00007813188,0.00022470955,0.000016079091,0.00007475543,0.0015220825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000461608,0.000024999375,0.2983507,0.000004350205,0.000023702758,0.000033183165,0.00045933397,0.0000053908916,0.0012422956,0.00019091592,0.3748792,0.32473975],"study_design_scores_gemma":[0.0005752458,0.00010175404,0.21105152,0.000024426492,0.000029675832,0.000020376356,0.0003319248,0.01502869,0.11219549,0.020750377,0.63934636,0.0005441509],"about_ca_topic_score_codex":0.20361856,"about_ca_topic_score_gemma":0.00030189802,"teacher_disagreement_score":0.3241956,"about_ca_system_score_codex":0.0000014108936,"about_ca_system_score_gemma":0.000015847138,"threshold_uncertainty_score":0.99925536},"labels":[],"label_agreement":null},{"id":"W2183958753","doi":"","title":"Multi-Step Auto-Regressive Reconstruction of Nonuniformly Sampled, Aliased Seismic Records*","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoregressive model; Computer science; Algorithm; Operator (biology); Synthetic data; Geology; Data mining; Mathematics; Statistics","score_opus":0.022606261446319345,"score_gpt":0.24614834032222965,"score_spread":0.22354207887591032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183958753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7560657,0.00017326551,0.19418398,0.0004881522,0.001457582,0.00036408345,0.00011439898,0.0005037635,0.04664908],"genre_scores_gemma":[0.85526854,0.000046669356,0.14128278,0.0012279421,0.00006213339,4.0819646e-7,0.000070930895,0.0000044209014,0.0020361992],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989138,0.00003776991,0.00035323715,0.0002257915,0.00018632632,0.00028307634],"domain_scores_gemma":[0.99926835,0.00014020488,0.0001865229,0.0002076704,0.00009226971,0.00010495161],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056506967,0.00013336915,0.00018405596,0.00020824681,0.000103501035,0.00001844712,0.00017985338,0.000094459865,0.0028818573],"category_scores_gemma":[0.000065077526,0.000105574916,0.00008036646,0.00022998724,0.00014514542,0.00026180779,0.000008506666,0.00013598216,0.00013943284],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074059484,0.00002013861,0.13540916,0.000019138535,0.000018079209,0.000007700969,0.0001094403,0.00006896046,0.0006946276,0.000016283586,0.010681416,0.852881],"study_design_scores_gemma":[0.001209276,0.0003893223,0.13417427,0.00015879143,0.000039511968,0.00023822288,0.002537066,0.6999679,0.09741472,0.0006102319,0.06265067,0.00060996873],"about_ca_topic_score_codex":0.030839002,"about_ca_topic_score_gemma":0.00091964134,"teacher_disagreement_score":0.852271,"about_ca_system_score_codex":0.000008929455,"about_ca_system_score_gemma":0.000046290883,"threshold_uncertainty_score":0.99802965},"labels":[],"label_agreement":null},{"id":"W2183986619","doi":"","title":"Exact, linear and nonlinear AVO in terms of poroelastic parameters","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Poromechanics; Reflection (computer programming); Nonlinear system; Amplitude; Mathematical analysis; Focus (optics); Mathematics; Physics; Calculus (dental); Geology; Optics; Computer science; Geotechnical engineering; Porous medium; Medicine","score_opus":0.010602897059663873,"score_gpt":0.20364511109163386,"score_spread":0.19304221403196997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183986619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864286,0.000030007832,0.00019578992,0.00035168498,0.00005180088,0.00009384107,0.0000053644685,0.000038425333,0.012804464],"genre_scores_gemma":[0.9822894,0.000044366217,0.016619824,0.0007659019,0.000009928925,4.619337e-7,0.0000102965005,0.0000013981712,0.0002584609],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952996,0.000019520128,0.000138522,0.0001122676,0.0000771013,0.00012265913],"domain_scores_gemma":[0.9997294,0.00009660025,0.0000310033,0.00008364033,0.000009596191,0.000049769013],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009385414,0.0000603747,0.000101672704,0.00008707545,0.000016224922,0.000012853067,0.00007116371,0.000030123627,0.0013512707],"category_scores_gemma":[0.000035031702,0.00004333259,0.000015936539,0.00008197413,0.00008114607,0.00015645334,0.0000068715244,0.00006654219,0.00009997075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006499171,0.00001530756,0.9018123,0.00002076195,0.0000042296615,0.0000025725067,0.000110774585,0.00013850842,0.00011080581,0.000013856507,0.0036049713,0.09415937],"study_design_scores_gemma":[0.00033793796,0.00023552509,0.3748262,0.000051020626,0.0000058345104,0.000016562222,0.0002303775,0.6108044,0.0077720974,0.0022613576,0.0032561065,0.0002026138],"about_ca_topic_score_codex":0.013882138,"about_ca_topic_score_gemma":0.000057092988,"teacher_disagreement_score":0.61066586,"about_ca_system_score_codex":0.0000010586031,"about_ca_system_score_gemma":0.0000062090407,"threshold_uncertainty_score":0.9995616},"labels":[],"label_agreement":null},{"id":"W2184193263","doi":"10.11575/prism/27753","title":"Sensitivity of interval Vp/Vs analysis of seismic data","year":2016,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interval (graph theory); Sensitivity (control systems); Isochron; Statistics; Data set; Set (abstract data type); Observable; Data mining; Mathematics; Algorithm; Computer science; Geology; Engineering; Physics; Combinatorics","score_opus":0.015013521041291798,"score_gpt":0.21642889156916176,"score_spread":0.20141537052786995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184193263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90365636,0.0003467606,0.06864849,0.0002260083,0.00032684987,0.00019174092,0.00033008435,0.00006881949,0.026204858],"genre_scores_gemma":[0.9814775,0.00041870974,0.006590391,0.00005954536,0.000009083343,1.4367566e-8,0.0054365047,0.000005074375,0.0060031675],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988206,0.00015307106,0.00022103955,0.00033309677,0.00032825454,0.00014395115],"domain_scores_gemma":[0.99849,0.0001766296,0.00053348194,0.00061088015,0.00012622471,0.00006279981],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005120617,0.00014733312,0.000631384,0.00064413,0.000062350344,0.0000038968074,0.0006126637,0.0001544553,0.0010344991],"category_scores_gemma":[0.000048851984,0.0001464462,0.00024209011,0.0003665253,0.00018399098,0.00026451546,0.00006012055,0.00015658258,0.000014680743],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038195445,0.00004553862,0.031293016,0.00024271368,0.0011043731,0.000025563028,0.0010605451,0.0000050421218,0.00044752113,0.000015013984,0.009217907,0.9561608],"study_design_scores_gemma":[0.00039086698,0.00014286593,0.34684378,0.0003721323,0.0027422595,0.0000021105984,0.00063482113,0.6332267,0.003711802,0.00023398253,0.011312798,0.00038590093],"about_ca_topic_score_codex":0.06089744,"about_ca_topic_score_gemma":0.00077157206,"teacher_disagreement_score":0.9557749,"about_ca_system_score_codex":0.000006756155,"about_ca_system_score_gemma":0.000107088796,"threshold_uncertainty_score":0.9998787},"labels":[],"label_agreement":null},{"id":"W2184234697","doi":"","title":"Velocity Anisotropy from Core Measurements, VSP and Sonic Logs Analysis in a Single Well Study in NE Alberta","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anisotropy; Borehole; Geology; Isotropy; Vertical seismic profile; Seismic anisotropy; Seismic velocity; Seismology; Core (optical fiber); Core sample; Mineralogy; Geophysics; Geotechnical engineering; Optics; Physics","score_opus":0.03528967576332751,"score_gpt":0.23287321886763857,"score_spread":0.19758354310431106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184234697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99196535,0.0000907057,0.00046912738,0.00022314406,0.000039326125,0.00013287352,0.0000036938636,0.000034088036,0.0070416927],"genre_scores_gemma":[0.9973298,0.000012421405,0.0014657502,0.0008352512,0.000012085131,6.1725115e-7,0.000038526367,0.000001958395,0.00030362065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989593,0.00012766068,0.00020684554,0.0003115411,0.0001920718,0.0002026076],"domain_scores_gemma":[0.9995603,0.00013031998,0.00004662161,0.000184019,0.000016339454,0.000062411804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047954882,0.000111579066,0.00024080716,0.00023505936,0.000049112572,0.000044910856,0.00014609071,0.00004494053,0.0015420986],"category_scores_gemma":[0.0000532759,0.000091198104,0.000032495005,0.0004894446,0.000043838387,0.00013191284,0.00001718062,0.000106277155,0.00007783135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001782692,0.000074817595,0.98571527,0.0000014318175,0.000028625163,0.00000191506,0.00030448512,0.0000935725,0.000021376592,0.0000026994182,0.0004143312,0.013323644],"study_design_scores_gemma":[0.00053868355,0.00018749226,0.8886995,0.000007993907,0.000051102856,3.250908e-7,0.00055097905,0.107802644,0.0002410225,0.0006019606,0.0011795142,0.00013881316],"about_ca_topic_score_codex":0.38534343,"about_ca_topic_score_gemma":0.1495275,"teacher_disagreement_score":0.23581593,"about_ca_system_score_codex":0.000011348642,"about_ca_system_score_gemma":0.000014088788,"threshold_uncertainty_score":0.99937063},"labels":[],"label_agreement":null},{"id":"W2184371659","doi":"","title":"Another Look at the Separation of P- and S-Waves","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Waveform; Energy (signal processing); Wavelength; Source separation; Noise (video); Divergence (linguistics); Acoustics; SIGNAL (programming language); Synthetic data; Physics; Optics; Algorithm; Computer science; Telecommunications; Artificial intelligence; Radar","score_opus":0.015429269512184544,"score_gpt":0.24251043143998877,"score_spread":0.22708116192780423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184371659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71484953,0.00037656166,0.002063335,0.0007222492,0.000039502753,0.00005447779,0.0000032072705,0.000032889388,0.28185824],"genre_scores_gemma":[0.98603,0.000030976546,0.0006148891,0.0019637914,0.000012571652,3.172697e-8,0.000004052234,5.3158107e-7,0.0113431495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977374,0.000008983903,0.00005658419,0.0000484471,0.00005729387,0.00005497169],"domain_scores_gemma":[0.9998516,0.000055081393,0.000019696192,0.000054752472,0.00000792926,0.000010959549],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023583493,0.000025351665,0.00002978225,0.000017789735,0.000046824647,0.000005911383,0.000031228545,0.000013669267,0.001643268],"category_scores_gemma":[0.000004996578,0.00001354534,0.000008996771,0.000035147896,0.00007687811,0.000046579597,0.000003623122,0.000017717544,0.00003450725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035015746,0.000005097439,0.40043402,0.0000067743435,0.000006816622,0.0000011779704,0.00039806962,0.000019614696,0.0012015429,0.0002102371,0.10858729,0.48909435],"study_design_scores_gemma":[0.00018164919,0.00013041368,0.36004236,0.000010174902,0.000008865604,0.000023276229,0.0006658455,0.016523687,0.21349803,0.0013451199,0.40743756,0.00013302208],"about_ca_topic_score_codex":0.0011764523,"about_ca_topic_score_gemma":0.00023220772,"teacher_disagreement_score":0.4889613,"about_ca_system_score_codex":6.6674585e-7,"about_ca_system_score_gemma":0.0000031415746,"threshold_uncertainty_score":0.99926937},"labels":[],"label_agreement":null},{"id":"W2184740959","doi":"","title":"Application of Shear-wave Splitting Analysis to Fracture Characterization for a Shaunavon Tight Oil Reservoir","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shear wave splitting; Overburden; Geology; Shear (geology); Anisotropy; Reservoir modeling; Seismology; Tight oil; Oil production; Geophysics; Mineralogy; Petrology; Geotechnical engineering; Petroleum engineering; Physics; Optics; Oil shale","score_opus":0.02666415846308621,"score_gpt":0.22824347714920332,"score_spread":0.20157931868611711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184740959","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36848834,0.000019102607,0.6173866,0.0014277004,0.000058311347,0.00024510283,0.000097346274,0.00015067533,0.012126824],"genre_scores_gemma":[0.969622,0.000008530344,0.026513731,0.002383955,0.000038031532,0.000005947292,0.00054201955,0.000002780981,0.0008829637],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99933,0.000020767728,0.00019580401,0.00020181824,0.00011935281,0.00013225805],"domain_scores_gemma":[0.99951476,0.000041008345,0.00009862436,0.0001958815,0.000088541194,0.00006116759],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002703546,0.0000742662,0.00014206255,0.00020207404,0.00006730833,0.000013742757,0.00011694296,0.000054674543,0.0009909568],"category_scores_gemma":[0.000032248085,0.00005894608,0.00007431036,0.00047285136,0.000017939992,0.0001489557,0.0000071572035,0.000043495726,0.000025601103],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025624383,0.000073472664,0.34093994,0.00011305595,0.0002393919,0.0000010010427,0.0032401616,0.00043417313,0.006895286,0.00032220062,0.006312841,0.64117223],"study_design_scores_gemma":[0.00015289952,0.00017425691,0.43875495,0.000019460813,0.00017125021,0.0000011596086,0.00019650259,0.41666484,0.077004775,0.0006715544,0.06594452,0.0002438331],"about_ca_topic_score_codex":0.0050437935,"about_ca_topic_score_gemma":0.0000536843,"teacher_disagreement_score":0.6409284,"about_ca_system_score_codex":0.0000031544705,"about_ca_system_score_gemma":0.000011597091,"threshold_uncertainty_score":0.9999223},"labels":[],"label_agreement":null},{"id":"W2184786836","doi":"","title":"Velocity Dispersion and Attenuation in Vibroseis Data","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Seismic vibrator; Attenuation; Dispersion (optics); Geology; Velocity dispersion; Anelastic attenuation factor; Seismology; Dispersion relation; Seismic wave; Acoustics; Optics; Physics","score_opus":0.03029442985223141,"score_gpt":0.25315926603540284,"score_spread":0.22286483618317143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184786836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730124,0.00015398886,0.0096673975,0.0012763259,0.00009192066,0.00007259685,0.000018026243,0.00007820348,0.01562914],"genre_scores_gemma":[0.9940385,0.00006334354,0.0043702093,0.0011972901,0.000018687819,2.5669278e-8,0.0001395687,6.873348e-7,0.00017169249],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99957454,0.000012071374,0.000079847945,0.00014571917,0.00008264321,0.00010518251],"domain_scores_gemma":[0.9997567,0.00004634076,0.000014769238,0.00014033655,0.000006449108,0.00003540701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005461987,0.00003798302,0.000043109147,0.0000611958,0.000041492505,0.000017159995,0.00011061971,0.000025530846,0.0003427765],"category_scores_gemma":[0.000027487611,0.00002986204,0.0000043315085,0.0000974842,0.000034640965,0.00026905333,0.000019273282,0.000051331015,0.00003832704],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009099234,0.0000032866997,0.47158524,0.000002362086,5.533777e-7,0.0000023035464,0.00004988723,0.0000024330727,0.000030299725,0.00001633517,0.0065478366,0.52175033],"study_design_scores_gemma":[0.00011598382,0.000021836318,0.81720614,0.000008836226,0.000001481423,0.0000046019168,0.00017989198,0.15661517,0.0007323053,0.0003534907,0.024686918,0.000073345705],"about_ca_topic_score_codex":0.010212021,"about_ca_topic_score_gemma":0.00058283296,"teacher_disagreement_score":0.521677,"about_ca_system_score_codex":0.0000020055334,"about_ca_system_score_gemma":0.0000062817508,"threshold_uncertainty_score":0.9963791},"labels":[],"label_agreement":null},{"id":"W2184887459","doi":"","title":"Evolution of seismic velocities in heavy oil sand reservoirs during thermal recovery process Évolution des vitesses sismiques dans les réservoirs de sables bitumineux au cours des procédés de récupération thermique","year":2012,"lang":"fr","type":"article","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poromechanics; Geology; Pore water pressure; Saturation (graph theory); Geothermal gradient; Porosity; Mineralogy; Thermal; Geotechnical engineering; Dispersion (optics); Porous medium; Geophysics; Thermodynamics; Physics","score_opus":0.04534246218599233,"score_gpt":0.19484424787172733,"score_spread":0.149501785685735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184887459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806545,0.0033270768,0.013291919,0.00016162673,0.00018178989,0.0001702926,0.00005972004,0.0001398489,0.002013222],"genre_scores_gemma":[0.99442756,0.003079586,0.00068824436,0.00005994608,0.00014997777,0.000002135978,0.000034124867,0.000020725825,0.0015377245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975863,0.0005823428,0.00034737212,0.0004211291,0.00013529844,0.000927554],"domain_scores_gemma":[0.9988361,0.00021921672,0.00028263644,0.00024713814,0.00020281058,0.00021209511],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009783929,0.00033194336,0.00032504462,0.00042812093,0.000595229,0.00005470714,0.00038213836,0.00027246753,0.00009812789],"category_scores_gemma":[0.0001709529,0.00036570654,0.00012881342,0.00087085954,0.00131351,0.0025084887,0.000047605135,0.0003316298,0.000009719922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002877722,0.00013942066,0.7389304,0.0008667749,0.000028437586,0.000015221279,0.0048905984,0.25077784,0.002120897,0.00025351925,0.00006482938,0.0016242684],"study_design_scores_gemma":[0.00070348714,0.00027351998,0.49317107,0.0018510903,0.00014655663,0.000060687893,0.02736838,0.38112703,0.084298305,0.010187256,0.00015628972,0.00065634516],"about_ca_topic_score_codex":0.10966819,"about_ca_topic_score_gemma":0.008110647,"teacher_disagreement_score":0.24575935,"about_ca_system_score_codex":0.00093138346,"about_ca_system_score_gemma":0.0007082,"threshold_uncertainty_score":0.9998795},"labels":[],"label_agreement":null},{"id":"W2185633677","doi":"","title":"Violet Grove time-lapse data revisited: a surface-consistent matching filters application","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Matching (statistics); Noise (video); Filter (signal processing); Data set; Computer science; Surface (topology); Algorithm; Geology; Computer vision; Image (mathematics); Mathematics; Artificial intelligence; Statistics; Geometry","score_opus":0.017027894154407253,"score_gpt":0.22022868087020778,"score_spread":0.20320078671580052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185633677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7935493,0.0008995763,0.03520289,0.0147216795,0.00035980655,0.0018736888,0.00056221033,0.0017919415,0.1510389],"genre_scores_gemma":[0.95452225,0.000090057605,0.029324481,0.009687683,0.000071783215,0.000002372077,0.002045002,0.0000069337507,0.0042494093],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903566,0.00005039617,0.00018897578,0.00034610907,0.00017185,0.00020703103],"domain_scores_gemma":[0.9990659,0.0000720048,0.00006787216,0.00066560996,0.000034100838,0.00009455344],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030862712,0.00011359129,0.00012834721,0.000045058794,0.00010849089,0.00011959297,0.0004800503,0.000044045308,0.0070870714],"category_scores_gemma":[0.000018659495,0.00008796947,0.000030236995,0.00011958676,0.000047018762,0.0005723305,0.000052537558,0.00010162898,0.006707415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010274144,0.000019406294,0.025869483,0.000027580572,0.000022392083,0.0000021398944,0.000096830816,0.00011766555,0.0017938792,0.00004963836,0.7642878,0.20770288],"study_design_scores_gemma":[0.00023206425,0.000080627164,0.014102444,0.00006850666,0.000028396948,0.000019075154,0.00036507528,0.82961,0.001614083,0.0031038274,0.15030642,0.00046949656],"about_ca_topic_score_codex":0.019352788,"about_ca_topic_score_gemma":0.000013098498,"teacher_disagreement_score":0.82949233,"about_ca_system_score_codex":0.0000042457827,"about_ca_system_score_gemma":0.000015263586,"threshold_uncertainty_score":0.994066},"labels":[],"label_agreement":null},{"id":"W2185816079","doi":"","title":"3D borehole geophone orientation study, central Alberta","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Azimuth; Geophone; Geology; Orientation (vector space); Borehole; Standard deviation; Geodesy; Line (geometry); Isotropy; Geometry; Seismology; Mathematics; Statistics; Optics; Physics","score_opus":0.019720355649467444,"score_gpt":0.20932209398719887,"score_spread":0.18960173833773142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185816079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79897505,0.000022390795,0.00060663366,0.00008895227,0.00043815753,0.00015466454,0.000004460227,0.0001331237,0.19957654],"genre_scores_gemma":[0.9921242,0.0000066491025,0.0035050781,0.0010304224,0.000035181147,6.1610984e-7,0.00003135487,0.0000017486344,0.003264754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937904,0.000031482465,0.00010891677,0.00016114923,0.00012545496,0.00019395814],"domain_scores_gemma":[0.9997263,0.000022370114,0.000028055347,0.0001335297,0.000017170081,0.00007255814],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009938377,0.00006992776,0.00006710738,0.000046841924,0.00008126163,0.000019433483,0.000118564814,0.000021959031,0.013475647],"category_scores_gemma":[0.000012837797,0.00005331566,0.000021394577,0.00011470487,0.00003258982,0.00019892027,0.0000064653996,0.00005452512,0.0006373965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020416197,0.00005915157,0.9365057,0.0000015626251,0.000007407645,0.0000055494907,0.002578396,0.0000037434256,0.0000037006128,0.000023755785,0.01875891,0.042031713],"study_design_scores_gemma":[0.000250672,0.00026604085,0.9775556,0.0000029978114,0.000010348428,0.0000052699797,0.0020153234,0.005738794,0.0016170498,0.00035611363,0.012043079,0.00013873688],"about_ca_topic_score_codex":0.16593051,"about_ca_topic_score_gemma":0.0014266983,"teacher_disagreement_score":0.19631179,"about_ca_system_score_codex":0.0000021339022,"about_ca_system_score_gemma":0.000014280535,"threshold_uncertainty_score":0.98742616},"labels":[],"label_agreement":null},{"id":"W2186079057","doi":"","title":"Experimental comparison of repeatability metrics","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Repeatability; Amplitude; Mathematics; Noise (video); Distortion (music); Statistics; Physics; Optics; Computer science; Telecommunications","score_opus":0.07758814804595655,"score_gpt":0.2802342031364492,"score_spread":0.20264605509049266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186079057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7682774,0.0003634538,0.0010552075,0.000014776273,0.00011246714,0.000048400663,0.0000056703357,0.00008765755,0.23003496],"genre_scores_gemma":[0.9864304,0.0000024416229,0.0132857105,0.00014013033,0.0000052821856,1.205854e-7,0.0000067157384,6.203423e-7,0.00012854284],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999569,0.000021971908,0.00013513176,0.00009440466,0.00010293754,0.00007655365],"domain_scores_gemma":[0.99974537,0.000027667667,0.000039066428,0.0001353528,0.00001789717,0.00003466628],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014967208,0.000040853112,0.00008892781,0.000054720636,0.000026689819,0.0000032536993,0.0001071408,0.000020315048,0.00837814],"category_scores_gemma":[0.000022374788,0.000030682077,0.000028972205,0.00012460574,0.00006891418,0.00008474149,0.000006660086,0.000037304748,0.000051576397],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012982825,0.000050173745,0.9664464,0.0000032241817,0.0000027409817,3.4459472e-7,0.000571118,7.328088e-7,0.00013016004,0.00009481891,0.0041974075,0.02848988],"study_design_scores_gemma":[0.000068520836,0.00018011827,0.099933,0.0000025228273,0.0000032052787,0.0000013366538,0.0015367549,0.00869686,0.8859383,0.00031410164,0.003254415,0.00007088624],"about_ca_topic_score_codex":0.010232755,"about_ca_topic_score_gemma":0.0000088758325,"teacher_disagreement_score":0.8858081,"about_ca_system_score_codex":0.0000013874934,"about_ca_system_score_gemma":0.000007316069,"threshold_uncertainty_score":0.9963582},"labels":[],"label_agreement":null},{"id":"W2186096343","doi":"","title":"4D Passive and Aggressive Monitoring of Air Injection at Telephone Lake, Alberta","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dewatering; Environmental science; Borehole; Data acquisition; Geology; Petroleum engineering; Geotechnical engineering; Computer science","score_opus":0.00757086650305057,"score_gpt":0.194975331322533,"score_spread":0.18740446481948242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186096343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894765,0.00016995819,0.00008558101,0.000378536,0.00018947317,0.00009754882,0.0000046271525,0.00004768182,0.009550104],"genre_scores_gemma":[0.9944995,0.00007556165,0.0018613175,0.00023697258,0.000046694357,0.0000014084469,0.000011143466,0.0000018081821,0.0032655983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995195,0.000020271442,0.00010832021,0.00013084555,0.00009930348,0.000121723424],"domain_scores_gemma":[0.99961877,0.000096420255,0.00009544577,0.00008890141,0.000043044034,0.00005740813],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003776728,0.00007097482,0.0000933557,0.00005911317,0.00011157988,0.000018192048,0.000059678212,0.00004134548,0.0021328132],"category_scores_gemma":[0.000038625003,0.000052642554,0.000020325135,0.000083328734,0.00008965169,0.00021925957,0.00001452097,0.000054306292,0.00010795748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007832052,0.000003865379,0.87050164,0.000010861299,0.000009150828,0.0000017546109,0.00022327824,0.000041688712,0.00015791552,0.000005352363,0.015154041,0.11388265],"study_design_scores_gemma":[0.00032916004,0.00030546394,0.8764916,0.0001058585,0.000014758222,0.00009437146,0.0009154342,0.022623967,0.08835744,0.0010561569,0.009423218,0.0002825902],"about_ca_topic_score_codex":0.04530054,"about_ca_topic_score_gemma":0.00071341224,"teacher_disagreement_score":0.11360006,"about_ca_system_score_codex":0.0000026880293,"about_ca_system_score_gemma":0.0000093067565,"threshold_uncertainty_score":0.99877936},"labels":[],"label_agreement":null},{"id":"W2186174751","doi":"10.1190/tle34121448.1","title":"Scoring completion effectiveness in unconventional horizontal wells using 3D seismic attributes","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Microseism; Completion (oil and gas wells); Geology; Workflow; Permeability (electromagnetism); Hydraulic fracturing; Wellbore; Petroleum engineering; Fracture (geology); Oil field; Water well; Geophysics; Seismology; Geotechnical engineering; Groundwater; Computer science; Database","score_opus":0.07364815198259654,"score_gpt":0.27433352683818696,"score_spread":0.2006853748555904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186174751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989317,0.00027320953,0.006682869,0.00027414606,0.00076909125,0.00014834246,0.000012196213,0.00009379432,0.002429329],"genre_scores_gemma":[0.9988196,0.00000572998,0.0006058776,0.00028506402,0.00014693411,8.8752427e-7,0.000040339834,0.0000038710546,0.00009168591],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990866,0.00020718169,0.00013311916,0.00016583121,0.00018362635,0.00022362283],"domain_scores_gemma":[0.9995598,0.00018680183,0.000050920826,0.00011573407,0.000032587133,0.000054144788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011924412,0.0000980279,0.00014038643,0.00010191412,0.0001303633,0.000048415553,0.00017906341,0.00003903384,0.00005990595],"category_scores_gemma":[0.000049827966,0.00007419035,0.000038265556,0.00021689312,0.00009078639,0.00021011136,0.000018018814,0.00017180781,0.00028697323],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011544248,0.000032370936,0.937931,0.00005006573,0.000020614987,0.000020893724,0.0006126588,0.022334114,0.0010717391,0.00021448203,0.0067660087,0.030830605],"study_design_scores_gemma":[0.0010331594,0.00020555209,0.16591834,0.0004474126,0.000028002205,0.000118053846,0.00043269436,0.7914613,0.008785665,0.0062111462,0.024928313,0.00043039885],"about_ca_topic_score_codex":0.005098419,"about_ca_topic_score_gemma":0.00004027096,"teacher_disagreement_score":0.77201265,"about_ca_system_score_codex":0.000047539375,"about_ca_system_score_gemma":0.0000488392,"threshold_uncertainty_score":0.77073175},"labels":[],"label_agreement":null},{"id":"W2186206228","doi":"","title":"Kirchhoff imaging in a matrix form. Part II: least squares migration","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Matrix (chemical analysis); Seismic migration; Least-squares function approximation; Mathematics; Algorithm; Computer science; Statistics; Geology; Chemistry","score_opus":0.012936091009514487,"score_gpt":0.231739742436652,"score_spread":0.2188036514271375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186206228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462797,0.0011837209,0.000914639,0.0038885789,0.00049125915,0.00016759295,0.000014812468,0.00030058654,0.046759088],"genre_scores_gemma":[0.995031,0.000042995543,0.0017002547,0.0014949652,0.000114093884,0.0000012451742,0.000053515567,0.0000022829786,0.0015596198],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992445,0.000033245065,0.00015325668,0.00011680742,0.00013781886,0.00031435787],"domain_scores_gemma":[0.9997319,0.000032094413,0.0000336406,0.000108928034,0.000013993743,0.000079469806],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033438468,0.00008553466,0.0000818362,0.00012797088,0.0001130958,0.000034522036,0.00009887851,0.000027497235,0.0024378037],"category_scores_gemma":[0.000022018852,0.00006751935,0.000033056815,0.0001440095,0.0000357195,0.00071910134,0.000010557537,0.00008360243,0.0002850736],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067492233,0.00001449185,0.86280787,0.0000044899925,9.698396e-7,0.000001066292,0.0004140135,0.00001410338,0.000028207625,0.00012095655,0.06162604,0.074961044],"study_design_scores_gemma":[0.0003228455,0.000070943475,0.3065633,0.000052272444,0.000008377513,0.00003932094,0.001601449,0.07342331,0.0038015007,0.0015126911,0.6122332,0.00037079427],"about_ca_topic_score_codex":0.012014963,"about_ca_topic_score_gemma":0.0004676254,"teacher_disagreement_score":0.55624455,"about_ca_system_score_codex":0.0000057196266,"about_ca_system_score_gemma":0.000014721817,"threshold_uncertainty_score":0.9984741},"labels":[],"label_agreement":null},{"id":"W2186316592","doi":"10.1190/geo2014-0423.1","title":"Microseismic and seismic denoising via ensemble empirical mode decomposition and adaptive thresholding","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":191,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"U.S. Geological Survey","keywords":"Microseism; Thresholding; Hilbert–Huang transform; Noise reduction; Computer science; Deconvolution; White noise; Offset (computer science); Passive seismic; Noise (video); Smoothing; Seismic inversion; Artificial intelligence; Algorithm; Pattern recognition (psychology); Geology; Mathematics; Seismology; Computer vision; Telecommunications; Azimuth","score_opus":0.03100769821371313,"score_gpt":0.29946964226733025,"score_spread":0.2684619440536171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186316592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97780406,0.00055186823,0.019594517,0.0003645151,0.000099795776,0.00008771323,0.00005026944,0.00010444014,0.0013428078],"genre_scores_gemma":[0.9914944,0.000040629522,0.005607863,0.0026443612,0.00008052251,6.7742604e-7,0.00007812825,0.0000050027993,0.00004839802],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925923,0.000040554045,0.00011035367,0.00024069533,0.00013404129,0.00021514334],"domain_scores_gemma":[0.999599,0.00006957677,0.000048019403,0.0001032647,0.000039235823,0.00014093624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011536706,0.00012428194,0.00013732807,0.000054138818,0.00018626844,0.00007680852,0.00006929586,0.00005395455,0.000021107275],"category_scores_gemma":[0.000008235509,0.00011484024,0.000022544345,0.000098859884,0.00010595442,0.00030262792,0.000025581756,0.00013059961,0.000046348225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002457797,0.00006177706,0.06749986,0.000049365775,0.00005907083,0.000054638782,0.004543294,0.003338123,0.0043236646,0.00012824406,0.08240543,0.83729076],"study_design_scores_gemma":[0.00046641484,0.0002755688,0.011898656,0.00006262183,0.000034440152,0.00014159083,0.00055131584,0.91710573,0.007163836,0.049739234,0.012156064,0.00040449703],"about_ca_topic_score_codex":0.0032257724,"about_ca_topic_score_gemma":0.000017187247,"teacher_disagreement_score":0.91376764,"about_ca_system_score_codex":0.000009023593,"about_ca_system_score_gemma":0.000027627037,"threshold_uncertainty_score":0.48764244},"labels":[],"label_agreement":null},{"id":"W2186363234","doi":"","title":"Full waveform inversion of crosswell seismic data using automatic differentiation","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Broyden–Fletcher–Goldfarb–Shanno algorithm; Inversion (geology); Computer science; Algorithm; Waveform; Automatic differentiation; Mathematical optimization; Workflow; Mathematics; Geology; Exploit; Computation","score_opus":0.03488152686615225,"score_gpt":0.23842961573638066,"score_spread":0.2035480888702284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186363234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98700327,0.000033362085,0.008585523,0.00025438934,0.00015886866,0.0001481449,0.000020662686,0.00012630674,0.0036694694],"genre_scores_gemma":[0.99004567,0.000016792937,0.0087449,0.0006243417,0.000021785721,1.7358839e-7,0.00027338442,0.0000024447006,0.00027048658],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992208,0.000029451896,0.00021394432,0.00018375959,0.00018903754,0.00016302122],"domain_scores_gemma":[0.99936336,0.00004034104,0.0001056847,0.0003916783,0.00004193795,0.00005698543],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015322138,0.000088500055,0.000121854755,0.0000976557,0.00008896984,0.000050183535,0.00034698064,0.000047629237,0.007368013],"category_scores_gemma":[0.000021271642,0.00006498671,0.000027115851,0.00012686872,0.00006743908,0.00077145867,0.00004992867,0.00006384109,0.00044499862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020673611,0.00006251108,0.12464362,0.000204784,0.000041778752,0.000001746765,0.0003917473,0.00071148697,0.0053868517,0.000025857353,0.0760496,0.7924593],"study_design_scores_gemma":[0.00010706112,0.00004610708,0.013206105,0.000025294019,0.000010809713,0.0000043773757,0.00012844769,0.9801898,0.004723924,0.0008413503,0.0006272291,0.00008949812],"about_ca_topic_score_codex":0.022714967,"about_ca_topic_score_gemma":0.00002987709,"teacher_disagreement_score":0.9794783,"about_ca_system_score_codex":0.0000053401955,"about_ca_system_score_gemma":0.000026388736,"threshold_uncertainty_score":0.9935394},"labels":[],"label_agreement":null},{"id":"W2187021041","doi":"","title":"Challenges in AVO Compliant Processing of Multiple Surveys","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Data processing; Residual; Inversion (geology); Weighting; Seismology; Signal processing; Attenuation; Algorithm; Computer science; Acoustics; Telecommunications","score_opus":0.0762815826193729,"score_gpt":0.26045140169438463,"score_spread":0.18416981907501173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187021041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5751149,0.008422596,0.0039128354,0.0063580316,0.00015356569,0.0002872434,0.000016385373,0.0003797287,0.40535468],"genre_scores_gemma":[0.9974281,0.00023448859,0.0018970001,0.00035851993,0.000008668637,8.2301675e-8,0.000007990949,6.9173774e-7,0.00006446581],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99947965,0.000066113746,0.00012577015,0.00011528379,0.00009291262,0.00012024106],"domain_scores_gemma":[0.99979377,0.00004791748,0.000033367167,0.000078471974,0.000019415698,0.00002703188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051694945,0.000052499192,0.00010109087,0.00007831108,0.00002323189,0.000007951342,0.00010010351,0.000025418036,0.00019554536],"category_scores_gemma":[0.00002507244,0.000040219824,0.000016590131,0.000095370946,0.000028529992,0.00011231417,0.000002268015,0.000054865046,0.000019471858],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037665889,0.000016191898,0.13815711,0.000010755204,5.01717e-7,0.0000018805142,0.00013206352,0.000075852244,0.000029019777,0.000016745698,0.0004174642,0.86113864],"study_design_scores_gemma":[0.00014783758,0.000085103384,0.895237,0.00004733912,8.224578e-7,0.0000038709063,0.00030935198,0.09872572,0.0026884938,0.0009719557,0.0017006937,0.000081807295],"about_ca_topic_score_codex":0.002756613,"about_ca_topic_score_gemma":0.0004984202,"teacher_disagreement_score":0.86105686,"about_ca_system_score_codex":0.0000013086888,"about_ca_system_score_gemma":0.000013974357,"threshold_uncertainty_score":0.41671926},"labels":[],"label_agreement":null},{"id":"W2187060853","doi":"","title":"Implicit Preconditioning for Least-squares Nonstationary Phase Shift","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Preconditioner; Conjugate gradient method; Mathematics; Regularization (linguistics); Algorithm; Operator (biology); Speedup; Least-squares function approximation; Applied mathematics; Iterative method; Inversion (geology); Computer science; Statistics","score_opus":0.040072804413049626,"score_gpt":0.2634899679164772,"score_spread":0.2234171635034276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187060853","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34876874,0.00030081885,0.23959407,0.001114035,0.0006456312,0.0008275702,0.00065252325,0.00096484134,0.4071318],"genre_scores_gemma":[0.97177595,0.0000063472926,0.025502868,0.0017933765,0.00004371918,0.000005224293,0.00025224918,0.0000024807991,0.00061777997],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994995,0.000013877685,0.00011767184,0.00014547059,0.00006712943,0.00015636387],"domain_scores_gemma":[0.9997193,0.00007534171,0.000036584668,0.00008573268,0.000026138916,0.000056898945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011945337,0.00006783391,0.00006773144,0.000070716065,0.00015521768,0.000022074097,0.00010225764,0.000027777438,0.0100086685],"category_scores_gemma":[0.000017088012,0.000056541212,0.000042550702,0.000054558885,0.000044252683,0.00028080508,0.0000032740618,0.000040909872,0.00016908535],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023056184,0.00013598225,0.07829006,0.000054241846,0.000041271483,0.0000051454244,0.002120806,0.000051266736,0.00008668655,0.005816044,0.20116363,0.7120043],"study_design_scores_gemma":[0.004962482,0.003531955,0.35694322,0.00014106046,0.00010397773,0.00010050987,0.004331849,0.15790707,0.060835443,0.23224473,0.17726707,0.0016306469],"about_ca_topic_score_codex":0.0018547688,"about_ca_topic_score_gemma":0.000039782128,"teacher_disagreement_score":0.71037364,"about_ca_system_score_codex":0.0000016624474,"about_ca_system_score_gemma":0.000023224318,"threshold_uncertainty_score":0.99089634},"labels":[],"label_agreement":null},{"id":"W2187076881","doi":"","title":"Integration of 3C Borehole and 3D Surface Seismic Data","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Borehole; Geology; Azimuth; Vertical seismic profile; Seismology; Statics; Offset (computer science); Amplitude; Data processing; Geodesy; Remote sensing; Computer science; Geotechnical engineering; Geometry; Optics","score_opus":0.03174980934647941,"score_gpt":0.2544816596049815,"score_spread":0.22273185025850206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187076881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90819454,0.00037646428,0.05401516,0.0005656966,0.000111342306,0.00007199234,0.000059115682,0.000094335206,0.03651138],"genre_scores_gemma":[0.9719294,0.00006295032,0.026429899,0.00083568256,0.000014248188,9.8638555e-9,0.00015230032,9.493715e-7,0.00057458295],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956936,0.000012648305,0.00010977709,0.00012676691,0.00008973576,0.00009173256],"domain_scores_gemma":[0.999653,0.000060927025,0.000032581866,0.00020023131,0.000017884,0.000035422625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049659115,0.000045499302,0.000062444095,0.000035389654,0.000033292756,0.000013040227,0.00014489058,0.000026243988,0.0003387627],"category_scores_gemma":[0.00002309679,0.000033599146,0.0000067360284,0.000080403515,0.00006239411,0.000222246,0.000016353448,0.000050380826,0.0000189213],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020901894,0.000009213287,0.07681383,0.000010565638,0.0000054387933,0.0000024312137,0.00015958064,0.00006608682,0.001406855,0.00006778273,0.050960436,0.8704769],"study_design_scores_gemma":[0.0001520976,0.00009298784,0.06341948,0.000022891074,0.000009149837,0.000013915301,0.0006348291,0.8072894,0.03767211,0.00060084194,0.08995481,0.00013743872],"about_ca_topic_score_codex":0.00986908,"about_ca_topic_score_gemma":0.00018961447,"teacher_disagreement_score":0.87033945,"about_ca_system_score_codex":8.488569e-7,"about_ca_system_score_gemma":0.000010562134,"threshold_uncertainty_score":0.9967243},"labels":[],"label_agreement":null},{"id":"W2187332092","doi":"","title":"Shallow VSP Survey using a Small Vibrator Source","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geophone; Geology; Seismology; Stratigraphy; Wellhead; Vertical seismic profile; Tectonics; Paleontology","score_opus":0.04243812618024806,"score_gpt":0.2292269658736406,"score_spread":0.18678883969339255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187332092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94880825,0.00016315251,0.022548694,0.00053571793,0.0001482284,0.00008925982,0.000015871688,0.00039470763,0.027296104],"genre_scores_gemma":[0.97797704,0.000009776151,0.012099417,0.008593344,0.00004710356,4.5121062e-8,0.000035820063,0.0000019226095,0.0012355591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993119,0.0000712708,0.00011538111,0.00017486223,0.00011229305,0.00021426639],"domain_scores_gemma":[0.99965256,0.000058522633,0.000031542404,0.00013994068,0.000026610749,0.000090817055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034939643,0.00009079574,0.0001009176,0.00006488876,0.00010592855,0.00006496204,0.00016518931,0.000045175446,0.0019049617],"category_scores_gemma":[0.000038611328,0.000071513445,0.000036341975,0.00016252986,0.000029636485,0.0001307084,0.0000045350243,0.00008179872,0.0001721485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032480886,0.000022606098,0.6965586,0.000004012306,0.000007728705,0.000009204272,0.00010744442,0.00045316698,0.00034057768,0.000027034932,0.021519851,0.2809173],"study_design_scores_gemma":[0.00020189503,0.00018632575,0.5886645,0.00001956285,0.000007754675,0.000027435923,0.000095233685,0.37321135,0.004144233,0.00072919443,0.03236402,0.00034851974],"about_ca_topic_score_codex":0.018799132,"about_ca_topic_score_gemma":0.00036296443,"teacher_disagreement_score":0.37275818,"about_ca_system_score_codex":0.0000026995347,"about_ca_system_score_gemma":0.000031303767,"threshold_uncertainty_score":0.9990074},"labels":[],"label_agreement":null},{"id":"W2187469960","doi":"","title":"An Empirical Study of the Generalized Fluid Method for Hydrocarbon Discrimination","year":2008,"lang":"en","type":"article","venue":"World oil","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Petrophysics; Amplitude versus offset; Shear modulus; Poisson distribution; Poisson's ratio; Amplitude; Poromechanics; Biot number; Mathematics; Geology; Geotechnical engineering; Materials science; Thermodynamics; Statistics; Physics; Porosity; Porous medium; Optics","score_opus":0.041229730523746545,"score_gpt":0.30871303300035935,"score_spread":0.2674833024766128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187469960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942918,0.00006290123,0.001181515,0.00059866416,0.00018578413,0.000118209726,0.000009164822,0.00005434002,0.0034976448],"genre_scores_gemma":[0.9879457,0.000007930089,0.009223293,0.0010732132,0.00004949763,0.0000034808797,0.000016674678,0.0000025380373,0.0016777212],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992966,0.0001541249,0.00013760662,0.00014300125,0.00016474695,0.00010388926],"domain_scores_gemma":[0.99961954,0.00007504697,0.00005292815,0.00019368752,0.000026155016,0.000032646607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025914298,0.00006395845,0.000105348205,0.00006761538,0.00015930181,0.000007788516,0.00018794136,0.00001689433,0.00008091261],"category_scores_gemma":[0.00002037194,0.000039842693,0.000047232825,0.000190497,0.000041396386,0.00007815626,0.000006184718,0.000050954768,0.0000024943522],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002187865,0.0005287056,0.54216474,0.000037814687,0.00004209657,0.0000041815433,0.010690726,0.0016124242,0.002141293,0.000071738774,0.070620544,0.37186697],"study_design_scores_gemma":[0.0016651658,0.0008678657,0.31184453,0.000026757618,0.00008545869,0.000016433265,0.00157353,0.5995064,0.03224401,0.0015101825,0.05032603,0.00033366436],"about_ca_topic_score_codex":0.0047096605,"about_ca_topic_score_gemma":0.0007599847,"teacher_disagreement_score":0.59789395,"about_ca_system_score_codex":0.0000030026042,"about_ca_system_score_gemma":0.000019450152,"threshold_uncertainty_score":0.71196294},"labels":[],"label_agreement":null},{"id":"W2187619275","doi":"","title":"Seismic Modelling in 3D for Migration Testing","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Rayleigh scattering; Seismic migration; Aliasing; Specular reflection; Computer science; Geology; Algorithm; Seismology; Optics; Physics; Telecommunications","score_opus":0.041946297613657375,"score_gpt":0.23962495172231285,"score_spread":0.19767865410865548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187619275","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3903506,0.000042116353,0.5949452,0.0002141766,0.00006681063,0.0000969153,0.0000022815032,0.00009734962,0.014184515],"genre_scores_gemma":[0.85657966,0.000003899254,0.14212242,0.0009818719,0.000033833632,3.3242756e-7,0.000017911982,0.0000012253124,0.0002588595],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995394,0.0000060111292,0.00012804309,0.00010493553,0.00006028499,0.00016132397],"domain_scores_gemma":[0.9996996,0.00017976377,0.000023773015,0.000047931906,0.000022415956,0.00002651804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051781733,0.000045337874,0.000049379596,0.00009330989,0.0000509958,0.000017308388,0.000052610892,0.000028134924,0.000052553147],"category_scores_gemma":[0.00003287801,0.000038353217,0.000014051308,0.0001331669,0.000012012125,0.00012318017,0.0000015199196,0.000045890498,0.000019044504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023892453,0.000008398228,0.36923653,0.00001299645,0.0000015073492,0.0000019658542,0.00018450384,0.18524686,0.00007266766,0.000046195455,0.0030956524,0.44206885],"study_design_scores_gemma":[0.000074200885,0.000030204494,0.0050325408,0.0000102954855,0.000001058579,0.000002194498,0.000093810755,0.98582786,0.0015122049,0.0018773595,0.0054786433,0.000059609923],"about_ca_topic_score_codex":0.012733147,"about_ca_topic_score_gemma":0.00044913526,"teacher_disagreement_score":0.80058104,"about_ca_system_score_codex":0.0000032172777,"about_ca_system_score_gemma":0.000011656162,"threshold_uncertainty_score":0.9938412},"labels":[],"label_agreement":null},{"id":"W2187854802","doi":"10.1016/j.jare.2015.11.004","title":"A review on multicomponent seismology: A potential seismic application for reservoir characterization","year":2015,"lang":"en","type":"review","venue":"Journal of Advanced Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Geology; Structural basin; China; Petroleum; Sedimentary basin; Seismology; Earth science; Paleontology; Geography; Oceanography; Archaeology","score_opus":0.11930742610752282,"score_gpt":0.4177648990386219,"score_spread":0.2984574729310991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187854802","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024467865,0.99275553,0.0036770157,0.0011201804,0.00039087428,0.001750449,0.00013919528,0.00002448384,0.00011777869],"genre_scores_gemma":[0.000026258622,0.9959666,0.0018607058,0.00075457775,0.00041831637,0.00003199014,0.000653309,0.000017503779,0.00027070273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967694,0.0007649528,0.00091193686,0.00032099057,0.0008245132,0.00040818946],"domain_scores_gemma":[0.99708885,0.00040586136,0.0009195108,0.00035633813,0.0010144847,0.00021495047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046551805,0.00024381772,0.0011853724,0.00067623326,0.00017717625,0.000043068132,0.00070281577,0.00019944618,0.00004168154],"category_scores_gemma":[0.0005015504,0.00016642163,0.00037877844,0.00050402863,0.00011111734,0.0002437267,0.000031735322,0.0010725064,0.000101484235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008587959,0.000033548557,6.932761e-7,0.008758033,0.0000310106,0.000008976836,0.000009104675,0.000098347,0.000007161313,0.0000027324977,0.019068494,0.971896],"study_design_scores_gemma":[0.0002614249,0.00061947264,0.0000034549416,0.023795065,0.00010500487,0.00017667789,0.000012524555,0.0028758738,0.000008006801,0.00032929116,0.97165775,0.0001554515],"about_ca_topic_score_codex":0.000048106664,"about_ca_topic_score_gemma":6.2100025e-7,"teacher_disagreement_score":0.97174054,"about_ca_system_score_codex":0.00009547835,"about_ca_system_score_gemma":0.0006183429,"threshold_uncertainty_score":0.6786477},"labels":[],"label_agreement":null},{"id":"W2187938822","doi":"","title":"Full Waveform Inversion Using One-way Migration and Well Calibration","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Residual; Inversion (geology); Wavelet; Algorithm; Geology; Computer science; Artificial intelligence; Seismology","score_opus":0.03814295627932394,"score_gpt":0.20405269373799123,"score_spread":0.1659097374586673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187938822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548681,0.0000432644,0.007754193,0.00021618984,0.00011274009,0.0000842849,0.0000020489422,0.0001256814,0.036793504],"genre_scores_gemma":[0.9823763,0.00005922416,0.016059162,0.0011206456,0.000027839647,1.223514e-7,0.000034470253,0.0000017280603,0.00032051766],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995375,0.000022180513,0.00010092542,0.00013212317,0.00009793643,0.00010931239],"domain_scores_gemma":[0.99979836,0.000011974986,0.000037105874,0.000077225166,0.000017016537,0.000058299884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000119218304,0.000065097585,0.00006041097,0.00007506723,0.000112038186,0.000028429638,0.000050237468,0.000047385947,0.0029011725],"category_scores_gemma":[0.0000057904276,0.000051703475,0.000016534063,0.0000770089,0.00004485881,0.0005033681,0.000007131376,0.000050475053,0.00008222473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031566218,0.000075068645,0.6804481,0.000076033866,0.00003139279,0.000010528857,0.004576907,0.00007079776,0.00634038,0.0008931172,0.019916646,0.2872454],"study_design_scores_gemma":[0.00015609706,0.0002162972,0.019289356,0.00002062499,0.00001433814,0.0000134901,0.00051038904,0.9196884,0.05246171,0.002324989,0.005123425,0.00018085625],"about_ca_topic_score_codex":0.02430281,"about_ca_topic_score_gemma":0.0004901638,"teacher_disagreement_score":0.91961765,"about_ca_system_score_codex":0.0000033641572,"about_ca_system_score_gemma":0.000010925124,"threshold_uncertainty_score":0.99801034},"labels":[],"label_agreement":null},{"id":"W2188032837","doi":"","title":"Feasibility of Using Multigrid Methods for Solving Least- Squares Prestack Kirchhoff Migration Equation","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Prestack; Least-squares function approximation; Multigrid method; Applied mathematics; Computer science; Mathematics; Mathematical optimization; Algorithm; Mathematical analysis; Geology; Statistics; Partial differential equation; Estimator; Seismology","score_opus":0.09738173025898172,"score_gpt":0.36649903454884664,"score_spread":0.2691173042898649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188032837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5616842,0.0000381856,0.43695945,0.00015444674,0.00027257457,0.00027037508,0.000015202923,0.000071481445,0.0005340919],"genre_scores_gemma":[0.59494174,0.000002807653,0.40482846,0.000099302204,0.000037200265,8.0996784e-7,0.000033379518,0.0000017209704,0.00005456914],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992601,0.00006852931,0.00022465046,0.00019105716,0.00010745419,0.00014815874],"domain_scores_gemma":[0.99918336,0.0003575624,0.00011215001,0.00017885609,0.00012065473,0.000047425492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010221825,0.00008227041,0.000120693076,0.000078043275,0.00011280949,0.00003218167,0.00011624433,0.00006695531,0.0004548068],"category_scores_gemma":[0.00046391305,0.00006693953,0.000065620574,0.000092238566,0.00007406539,0.00031869573,0.000006687244,0.00009604266,0.0000037210086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006971887,0.000034674787,0.5090865,0.000080344755,0.000008920835,1.11980505e-7,0.00039971006,0.0010150895,0.097346924,0.00016605871,0.0014807766,0.39031115],"study_design_scores_gemma":[0.00013620249,0.00004833194,0.023059903,0.000009959284,0.000010765795,0.0000015060718,0.00013768172,0.86374986,0.10911822,0.0018850397,0.0017548369,0.00008771261],"about_ca_topic_score_codex":0.00968736,"about_ca_topic_score_gemma":0.00058750395,"teacher_disagreement_score":0.86273474,"about_ca_system_score_codex":0.0000034773843,"about_ca_system_score_gemma":0.00004653254,"threshold_uncertainty_score":0.99690723},"labels":[],"label_agreement":null},{"id":"W2188070609","doi":"","title":"Microseismic Event Locations Uncertainity and Acquisition Geometry","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Event (particle physics); Position (finance); Geology; Seismology; Volume (thermodynamics); Geodesy; Physics","score_opus":0.007857267046296341,"score_gpt":0.2139287138187799,"score_spread":0.20607144677248357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188070609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9241107,0.00024171491,0.045141358,0.0030536565,0.00018164045,0.00010150485,0.000016028478,0.00024081806,0.026912546],"genre_scores_gemma":[0.991119,0.000040535328,0.0024339114,0.0057983315,0.0000383641,3.796874e-7,0.00005373049,0.0000011800973,0.0005145255],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995573,0.00003590773,0.000085100924,0.00012990566,0.00007688894,0.00011487794],"domain_scores_gemma":[0.9997268,0.00006548605,0.000024006456,0.00010370426,0.000020433747,0.000059615384],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023484242,0.00005700068,0.00005961916,0.0000715034,0.00013402333,0.00003499726,0.00006575268,0.000029959729,0.0011303201],"category_scores_gemma":[0.000019484189,0.00004592586,0.000017364713,0.00009296657,0.00006346422,0.00011374552,0.0000064095498,0.000053356096,0.00017678882],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011736771,0.000020763222,0.22742127,0.000021825606,0.000009173889,7.0456434e-7,0.000124889,0.0003007625,0.00021902552,0.00069785805,0.054024868,0.7171471],"study_design_scores_gemma":[0.00032171383,0.00019635799,0.45649713,0.000027524025,0.000016694965,0.00003349461,0.0003029839,0.3408695,0.0054435483,0.0141477,0.1818202,0.00032316346],"about_ca_topic_score_codex":0.0043132007,"about_ca_topic_score_gemma":0.000026916456,"teacher_disagreement_score":0.71682394,"about_ca_system_score_codex":0.0000024608396,"about_ca_system_score_gemma":0.000010076074,"threshold_uncertainty_score":0.9997828},"labels":[],"label_agreement":null},{"id":"W2188371548","doi":"","title":"Array analysis of surface microseismic data from the Rolla Microseismic Experiment","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geophone; Microseism; Geology; Seismology; Passive seismic; Geodesy; Hydraulic fracturing; Surface wave; Arrival time; Geophysics; Geotechnical engineering; Physics; Optics; Engineering","score_opus":0.042429999724468384,"score_gpt":0.26748378687131596,"score_spread":0.2250537871468476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188371548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840786,0.0052912454,0.003181733,0.0011803542,0.0003199477,0.0001291582,0.00097419345,0.0000931471,0.0047516567],"genre_scores_gemma":[0.98776746,0.00015054952,0.0062391837,0.003987891,0.00007019094,2.635757e-7,0.0012425538,0.000003824193,0.00053807517],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998745,0.0001163437,0.00028260789,0.0002893124,0.0002393775,0.00032736332],"domain_scores_gemma":[0.9983717,0.00031563867,0.0001234337,0.0010653632,0.000027850945,0.000096021155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060476456,0.00014919013,0.00027038992,0.00007450749,0.00013244546,0.000047843387,0.00096635707,0.000055626748,0.0050810883],"category_scores_gemma":[0.000024188797,0.000091790156,0.00010800511,0.00050579384,0.00015399765,0.00033572345,0.000060717062,0.00010973757,0.00023808771],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032040156,0.00006330404,0.77694136,0.0000033587496,0.0006223044,5.5994917e-7,0.0012339003,0.00055429986,0.03041198,0.00001061319,0.18262833,0.007497979],"study_design_scores_gemma":[0.00032403332,0.000046031808,0.23250908,0.000018534489,0.00088418566,0.0000035268777,0.00289029,0.09195991,0.35811296,0.00010821428,0.31267342,0.00046983035],"about_ca_topic_score_codex":0.06276043,"about_ca_topic_score_gemma":0.00015335921,"teacher_disagreement_score":0.5444323,"about_ca_system_score_codex":0.0000051540646,"about_ca_system_score_gemma":0.000028890354,"threshold_uncertainty_score":0.9958284},"labels":[],"label_agreement":null},{"id":"W2188735072","doi":"","title":"Time-Lapse VSP Data Analysis from Weyburn CO2 Project","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Calibration; Vertical seismic profile; Seismology; Data quality; Remote sensing; Engineering","score_opus":0.059989086524070055,"score_gpt":0.2460623499445981,"score_spread":0.18607326342052805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188735072","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35647747,0.00059632317,0.008803576,0.00054418546,0.00037775282,0.00037769385,0.0018782035,0.0012743785,0.62967044],"genre_scores_gemma":[0.93553036,0.00009632847,0.048154287,0.003299336,0.000100963305,6.715847e-7,0.0041329213,0.0000049971272,0.0086801015],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907714,0.00005609682,0.0001510844,0.00035973673,0.00017056207,0.00018539102],"domain_scores_gemma":[0.9990597,0.000055704313,0.000049519178,0.0007514742,0.000018639488,0.000065007844],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021820047,0.00010107221,0.00016629345,0.0001806731,0.00007865564,0.000037675385,0.0006612751,0.000046392917,0.039013725],"category_scores_gemma":[0.000024683526,0.00007328201,0.000055592063,0.0004607137,0.00008234456,0.0003558587,0.000046755522,0.000084750885,0.001587698],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004435863,0.00004215486,0.26723436,0.0000033558429,0.00041222112,0.000023276705,0.0006300607,0.000009567793,0.00003446075,0.000013356237,0.6594458,0.07210699],"study_design_scores_gemma":[0.0002701843,0.000132299,0.08522527,0.00001212426,0.0006630457,0.000004935747,0.00067155354,0.6912941,0.0032330002,0.0013420081,0.2166306,0.00052091666],"about_ca_topic_score_codex":0.13759162,"about_ca_topic_score_gemma":0.00059045514,"teacher_disagreement_score":0.6912845,"about_ca_system_score_codex":0.0000015602183,"about_ca_system_score_gemma":0.000034752622,"threshold_uncertainty_score":0.9991897},"labels":[],"label_agreement":null},{"id":"W2188885826","doi":"","title":"Generalized frames for Gabor operators in seismic imaging","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Propagator; Slicing; Gabor transform; Algorithm; Signal processing; Time–frequency analysis; Mathematics; Computer science; Computer vision; Filter (signal processing)","score_opus":0.008939110099793458,"score_gpt":0.2320409002066566,"score_spread":0.22310179010686315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188885826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837885,0.00010724907,0.0031325761,0.0031613652,0.0006534687,0.00022418058,0.00002635909,0.00020270435,0.008703634],"genre_scores_gemma":[0.9614857,0.000016024524,0.02837349,0.009224033,0.00008124993,0.0000034376721,0.000038760973,0.0000036786123,0.000773641],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993399,0.000017771565,0.00014039989,0.0001896642,0.00008076756,0.00023152676],"domain_scores_gemma":[0.99968714,0.00006526931,0.000022785041,0.00013639573,0.00002713514,0.0000612537],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026682942,0.00008996598,0.0001074307,0.00011723254,0.000076252305,0.000061797306,0.00016759164,0.00004241419,0.0020032292],"category_scores_gemma":[0.000049445935,0.00006988092,0.000040042258,0.000117674936,0.000052576943,0.00019962889,0.0000058528476,0.00014846637,0.000065933804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031096104,0.000018337743,0.62370175,0.000013380701,0.000005210628,0.000006707194,0.00020352681,0.0002290471,0.0021734112,0.0008162787,0.10901185,0.26378942],"study_design_scores_gemma":[0.00054458523,0.000027469452,0.018434644,0.000009182257,0.0000041188555,0.000010968705,0.00019092289,0.640478,0.018450342,0.003897093,0.31770694,0.00024568927],"about_ca_topic_score_codex":0.008582027,"about_ca_topic_score_gemma":0.00034854276,"teacher_disagreement_score":0.640249,"about_ca_system_score_codex":0.0000017350093,"about_ca_system_score_gemma":0.000035427103,"threshold_uncertainty_score":0.99890906},"labels":[],"label_agreement":null},{"id":"W2189249750","doi":"","title":"Static corrections via raypath interferometry: recent field experience","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statics; Interferometry; Seismic interferometry; Consistency (knowledge bases); Reflection (computer programming); Geology; Deconvolution; Geodesy; Optics; Mathematics; Algorithm; Computer science; Geometry; Physics","score_opus":0.01329896377594178,"score_gpt":0.23041119090335271,"score_spread":0.21711222712741093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189249750","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24172792,0.000069457754,0.52917194,0.004854172,0.0023794984,0.00018116011,0.000006745857,0.000698408,0.22091067],"genre_scores_gemma":[0.98434347,0.00006279829,0.004083159,0.010137962,0.000037516198,0.0000011442212,0.000012486176,0.0000016252402,0.0013198468],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940985,0.000044575132,0.00011605186,0.00015771872,0.00011349334,0.00015828651],"domain_scores_gemma":[0.99956,0.0001531424,0.000028835208,0.00015682194,0.000026673573,0.000074522824],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014093574,0.00007134945,0.00008078211,0.00008316613,0.0001040034,0.000037370402,0.00014317926,0.000028671082,0.011974086],"category_scores_gemma":[0.00011782175,0.000054799555,0.000023384075,0.00019658497,0.000039004884,0.00013342616,0.00000844944,0.00009139681,0.00038475182],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010204665,0.000011245238,0.051701725,0.000003721936,0.0000032089895,6.2447066e-7,0.0004004074,0.000022591568,0.000048159058,0.000035847355,0.07668538,0.8710769],"study_design_scores_gemma":[0.00019354414,0.00067223515,0.01122722,0.000029599847,0.000007972974,0.000019610052,0.0012607687,0.2592452,0.029057488,0.0023859588,0.69557476,0.00032566316],"about_ca_topic_score_codex":0.0045108134,"about_ca_topic_score_gemma":0.00007181661,"teacher_disagreement_score":0.8707512,"about_ca_system_score_codex":0.0000031962668,"about_ca_system_score_gemma":0.000008642062,"threshold_uncertainty_score":0.9889291},"labels":[],"label_agreement":null},{"id":"W2189379427","doi":"","title":"Full waveform inversion algorithm using time imaging methods","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Algorithm; Computer science; Inverse; Waveform; Inverse problem; Geology; Mathematics; Seismology; Telecommunications; Geometry","score_opus":0.0231001314939833,"score_gpt":0.2806905036161613,"score_spread":0.257590372122178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189379427","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08046406,0.0014683489,0.7061517,0.0010365855,0.0018860304,0.00030049216,0.000021883208,0.0011591075,0.20751175],"genre_scores_gemma":[0.079467654,0.000021635606,0.91509956,0.0036818446,0.00023311969,2.0075697e-7,0.000046401525,0.00000597569,0.0014435983],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905276,0.00009246854,0.00014491,0.00015027246,0.0001607642,0.00039882102],"domain_scores_gemma":[0.9995313,0.000069545895,0.000049689217,0.00015549568,0.000026864396,0.00016705398],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008049885,0.0001195914,0.00012256969,0.00012699474,0.0001760453,0.00003923144,0.00014412405,0.00004118358,0.00878155],"category_scores_gemma":[0.000020716474,0.00009129715,0.000059135004,0.00017324771,0.00006342754,0.0007541392,0.000023547787,0.00011110324,0.0012732657],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004873066,0.0000071934996,0.012486503,0.0000032048779,0.000004798875,0.0000013484644,0.00010181356,0.000007701305,0.0008324507,0.000006810078,0.01009523,0.97644806],"study_design_scores_gemma":[0.00008767838,0.000022807337,0.0010161126,0.000010333913,0.000013396409,0.000061074425,0.00019593371,0.91358054,0.014470028,0.00034718972,0.070010096,0.00018480328],"about_ca_topic_score_codex":0.0034207772,"about_ca_topic_score_gemma":9.162732e-7,"teacher_disagreement_score":0.9762633,"about_ca_system_score_codex":0.000012065869,"about_ca_system_score_gemma":0.000018738747,"threshold_uncertainty_score":0.9995044},"labels":[],"label_agreement":null},{"id":"W2189445717","doi":"","title":"Shallow VSP for Near-Surface Structure and Statics*","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Borehole; Vertical seismic profile; Statics; Seismology; Hydrophone; Seismogram; Inversion (geology); Reflection (computer programming); Synthetic seismogram; Geodesy; Geophysics; Geotechnical engineering; Oceanography","score_opus":0.009490156406509227,"score_gpt":0.2031129131348541,"score_spread":0.1936227567283449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189445717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903748,0.00013921226,0.0022746879,0.0017280002,0.000097761345,0.00023035677,0.000053294476,0.000109577224,0.004992297],"genre_scores_gemma":[0.9066758,0.000015164781,0.08811457,0.0033817557,0.00001637482,4.092925e-7,0.00003533073,0.0000018602149,0.0017587272],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959916,0.000009243035,0.000069985465,0.00011755265,0.000065777094,0.00013829517],"domain_scores_gemma":[0.9997473,0.000068230824,0.00001852353,0.000074376636,0.000028361734,0.00006321878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050885974,0.0000623615,0.0000673802,0.000007677255,0.000099683246,0.00010548041,0.00006909033,0.000031132076,0.0048608403],"category_scores_gemma":[0.000014710973,0.000043673383,0.0000145732465,0.000033651515,0.000056219535,0.00017341945,0.000004547603,0.00004351281,0.000064606626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011362653,0.0000053483705,0.3393231,0.000043465192,0.000015502268,7.8142926e-7,0.00036171958,0.00023517002,0.00028701086,0.00023188067,0.36911395,0.2903707],"study_design_scores_gemma":[0.00033427248,0.00020152755,0.11701606,0.000010852282,0.000010137891,0.000010650331,0.00041301618,0.736517,0.0030202179,0.026465135,0.115729116,0.00027199398],"about_ca_topic_score_codex":0.004913968,"about_ca_topic_score_gemma":0.000051578067,"teacher_disagreement_score":0.7362819,"about_ca_system_score_codex":8.223081e-7,"about_ca_system_score_gemma":0.00001359571,"threshold_uncertainty_score":0.99604887},"labels":[],"label_agreement":null},{"id":"W2189453061","doi":"","title":"How to Increase the Bandwidth of your Plains Data","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prestack; Geology; Statics; Bandwidth (computing); Seismology; Anisotropy; Broadband; Amplitude; Software; Data set; Remote sensing; Computer science; Telecommunications; Optics; Artificial intelligence; Physics","score_opus":0.0627535675688541,"score_gpt":0.23985250641586564,"score_spread":0.17709893884701156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189453061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8573863,0.00034973206,0.0058430387,0.029947445,0.0002569953,0.0003032257,0.00043491283,0.00023499767,0.105243385],"genre_scores_gemma":[0.9868463,0.000056209527,0.00366997,0.0044452744,0.00004308938,1.6973335e-7,0.00008177241,0.000001152436,0.0048560146],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950254,0.00003119909,0.00007080089,0.00013324055,0.0001497714,0.00011247663],"domain_scores_gemma":[0.9993652,0.000070169706,0.00002437201,0.00045654405,0.00001915311,0.00006456215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020520146,0.0000523639,0.00007158862,0.00003875808,0.00011391959,0.00001834399,0.00054038095,0.00001685961,0.00060929585],"category_scores_gemma":[0.00009445601,0.000028493329,0.000016199445,0.00012521057,0.00007687516,0.00017488613,0.000038560473,0.000051780054,0.000063713196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001821635,0.000009213427,0.09577886,0.0000034268157,0.0000071542922,0.000008148653,0.00021816528,0.000015216562,0.000035278037,0.00004575448,0.8501473,0.053713243],"study_design_scores_gemma":[0.00015184273,0.000114524584,0.062658876,0.0000104391365,0.000009208759,0.000062677296,0.00063073024,0.028426008,0.0036958891,0.0001987127,0.903893,0.00014810363],"about_ca_topic_score_codex":0.016760547,"about_ca_topic_score_gemma":0.00014401079,"teacher_disagreement_score":0.12946008,"about_ca_system_score_codex":7.3113813e-7,"about_ca_system_score_gemma":0.000028886638,"threshold_uncertainty_score":0.9897869},"labels":[],"label_agreement":null},{"id":"W2191895947","doi":"10.1190/geo2014-0594.1","title":"Parallel matrix factorization algorithm and its application to 5D seismic reconstruction and denoising","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Multilinear map; Matrix decomposition; Algorithm; Singular value decomposition; Tensor (intrinsic definition); Computer science; Noise (video); Matrix (chemical analysis); Rank (graph theory); Synthetic data; Geology; Data mining; Mathematics; Artificial intelligence; Geometry","score_opus":0.016116485863238553,"score_gpt":0.2252999413415657,"score_spread":0.20918345547832715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2191895947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.699982,0.00029724994,0.29836598,0.00043974846,0.00020768712,0.00021768297,0.00002535027,0.00012906648,0.00033525922],"genre_scores_gemma":[0.98606783,0.000069164984,0.013114975,0.00043357493,0.000121171644,0.0000015756597,0.000059859733,0.0000032111598,0.00012861723],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995245,0.000019794854,0.00008396778,0.0001669707,0.00009893057,0.00010584891],"domain_scores_gemma":[0.9997248,0.00001547694,0.000040858344,0.00006745844,0.0000489416,0.00010245543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009468992,0.00007096678,0.00007390828,0.000046280205,0.00008413484,0.000045276247,0.00004108773,0.000035969566,0.0000060299594],"category_scores_gemma":[0.000011223557,0.00006787218,0.0000083603145,0.00011987597,0.00002019989,0.00025926236,0.000009525987,0.000051884923,0.00006302114],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068639524,0.0000028871968,0.0073748254,0.000007253475,0.0000031800073,3.7828642e-7,0.00028234834,0.00051107217,0.00018581138,0.000064504195,0.0005231137,0.9910378],"study_design_scores_gemma":[0.00040776102,0.00018213331,0.032987766,0.000032960914,0.000025095744,0.000063986,0.00057651475,0.91852427,0.0034582645,0.026605882,0.01675735,0.00037799557],"about_ca_topic_score_codex":0.0010267261,"about_ca_topic_score_gemma":0.0000032528037,"teacher_disagreement_score":0.9906598,"about_ca_system_score_codex":0.0000055277983,"about_ca_system_score_gemma":0.0000175237,"threshold_uncertainty_score":0.2767747},"labels":[],"label_agreement":null},{"id":"W2192422974","doi":"10.1190/geo2014-0561.1","title":"Fast and automatic microseismic phase-arrival detection and denoising by pattern recognition and reduced-rank filtering","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Agencia Nacional de Promoción Científica y Tecnológica","keywords":"Microseism; Computer science; Waveform; Algorithm; Context (archaeology); Pattern recognition (psychology); Noise reduction; Noise (video); Artificial intelligence; Geology; Seismology","score_opus":0.02293242908947079,"score_gpt":0.22179145044013848,"score_spread":0.1988590213506677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2192422974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99510807,0.00037818545,0.003944447,0.00011998138,0.00011249402,0.000082601255,0.00006123151,0.00010093208,0.00009203574],"genre_scores_gemma":[0.9986655,0.00008815315,0.00059525325,0.00049520563,0.00005953886,8.4459316e-7,0.000071100316,0.0000045618804,0.000019835757],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994224,0.00003564048,0.0001067823,0.0001941598,0.00009096438,0.00015005843],"domain_scores_gemma":[0.99972826,0.00003029256,0.00005294847,0.00006753689,0.000022078571,0.00009887111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012742628,0.00010386517,0.00010708562,0.00004231417,0.00012915074,0.00011287814,0.00003552894,0.00003924736,0.000013406615],"category_scores_gemma":[0.000012487063,0.00010012519,0.000011508625,0.000060426053,0.00008031042,0.00029419924,0.000014400308,0.00008884898,0.000018264907],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007542549,0.000006091253,0.0008877676,0.000024138551,0.0000047232606,0.0000016501172,0.00042090085,0.0000014258809,0.015682979,4.4716877e-8,0.0006363162,0.98232645],"study_design_scores_gemma":[0.0051845317,0.0018701665,0.037210565,0.000562713,0.00020245927,0.00066576473,0.003181213,0.6585348,0.2671506,0.015265793,0.0084512,0.0017201826],"about_ca_topic_score_codex":0.0026840917,"about_ca_topic_score_gemma":0.00000987842,"teacher_disagreement_score":0.98060626,"about_ca_system_score_codex":0.000004430708,"about_ca_system_score_gemma":0.000009372524,"threshold_uncertainty_score":0.40829867},"labels":[],"label_agreement":null},{"id":"W2193275796","doi":"10.1190/geo2014-0546.1","title":"Multitrace impedance inversion with lateral constraints","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); A priori and a posteriori; Electrical impedance; Geology; Fidelity; Algorithm; Synthetic data; Inverse problem; Computer science; Seismology; Mathematics; Mathematical analysis; Physics; Telecommunications","score_opus":0.017193881545594942,"score_gpt":0.20671362630469012,"score_spread":0.18951974475909517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193275796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825851,0.00005473619,0.00051086594,0.00030860392,0.00019844928,0.000076790406,0.000020722173,0.00015820067,0.01608654],"genre_scores_gemma":[0.99506176,0.00000601868,0.0032489668,0.0011565355,0.00006718183,3.060768e-7,0.000039233917,0.0000025030163,0.00041752722],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940234,0.00002168347,0.00006758202,0.00014707123,0.00018383462,0.0001774954],"domain_scores_gemma":[0.99964803,0.00002145236,0.00003894581,0.0001265777,0.000052226853,0.00011278706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079479025,0.00008603104,0.00008762406,0.000024432431,0.00006491459,0.000029595782,0.000114463895,0.000029501716,0.00012552908],"category_scores_gemma":[0.0000095743635,0.00006426003,0.000020455942,0.00010851478,0.00015281756,0.00023404797,0.0000073316514,0.0001006587,0.0004959468],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115603834,0.000043043026,0.37253162,0.000021185475,0.00002363354,0.000052165826,0.0017994633,0.00055607286,0.00015647284,0.00021787251,0.058387347,0.56609553],"study_design_scores_gemma":[0.006054329,0.0028135008,0.20048305,0.00034097017,0.00011396569,0.00018277195,0.005802042,0.47413388,0.033446636,0.027320297,0.24690847,0.0024000923],"about_ca_topic_score_codex":0.0018751053,"about_ca_topic_score_gemma":0.000018100442,"teacher_disagreement_score":0.56369543,"about_ca_system_score_codex":0.0000043578775,"about_ca_system_score_gemma":0.000057184556,"threshold_uncertainty_score":0.63745576},"labels":[],"label_agreement":null},{"id":"W2194101387","doi":"10.1190/int-2015-0017.1","title":"Seismic attributes for description of reef growth and channel system evolution — Case study of Intisar E, Libya","year":2015,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"TU Graz, Internationale Beziehungen und Mobilitätsprogramme","keywords":"Reef; Geology; Trough (economics); Seafloor spreading; Facies; Paleontology; Channel (broadcasting); Debris; Turbidity current; Structural basin; Geomorphology; Oceanography; Sedimentary depositional environment","score_opus":0.034931268103648175,"score_gpt":0.239765192103573,"score_spread":0.20483392399992484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2194101387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90165776,0.00015430519,0.097415775,0.00003286796,0.00021292454,0.0003246119,0.000032999636,0.00004780514,0.00012093449],"genre_scores_gemma":[0.99923277,0.0000029617636,0.00067261996,0.000023687757,0.00001897371,0.000004333447,0.000030281115,0.0000025271418,0.000011862645],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935776,0.00007636918,0.00024438062,0.0001299471,0.000114507784,0.000077037985],"domain_scores_gemma":[0.9994767,0.00006960167,0.00016354956,0.0000777786,0.00017357079,0.00003883472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033856434,0.000066875546,0.00013611253,0.00013922426,0.000037300666,0.000014344288,0.00005427367,0.00003769964,0.0000017177186],"category_scores_gemma":[0.00010130931,0.000059546135,0.000022995784,0.000106044135,0.0000387744,0.0002996621,0.000007117449,0.00003657147,0.0000013260852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015017365,0.00040361672,0.8432628,0.0018109898,0.00020414364,0.000069426875,0.06896191,0.0063485703,0.0011326638,0.00031397073,0.008594348,0.06739582],"study_design_scores_gemma":[0.0005845492,0.0014198356,0.008644614,0.00013765229,0.000050275106,0.00019523049,0.034670506,0.95092726,0.0024318886,0.00083419535,0.000014509597,0.00008947533],"about_ca_topic_score_codex":0.012890641,"about_ca_topic_score_gemma":0.00008547626,"teacher_disagreement_score":0.9445787,"about_ca_system_score_codex":0.000011763918,"about_ca_system_score_gemma":0.00002042105,"threshold_uncertainty_score":0.9936826},"labels":[],"label_agreement":null},{"id":"W2194493324","doi":"10.1190/geo2015-0108.1","title":"Source separation for simultaneous towed-streamer marine acquisition — A compressed sensing approach","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compressed sensing; Computer science; Minification; Offset (computer science); Data acquisition; Algorithm; Gaussian; Randomness; Geology; Mathematics; Statistics; Physics","score_opus":0.021292192487449558,"score_gpt":0.23925684624990914,"score_spread":0.21796465376245958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2194493324","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4771142,0.000080688595,0.49822474,0.00036009608,0.000418354,0.00060969504,0.00008595175,0.000537243,0.022569047],"genre_scores_gemma":[0.9693335,0.0000030528222,0.027503226,0.0011222449,0.00023827598,9.909144e-7,0.000910651,0.0000052961973,0.000882737],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993196,0.000032214335,0.000112808484,0.00018831107,0.00016090616,0.00018614675],"domain_scores_gemma":[0.9995102,0.00009948732,0.000063621555,0.00014297685,0.00010487699,0.000078815465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012245576,0.000104445484,0.00012053274,0.000033811593,0.00010560674,0.000059063463,0.00008012057,0.000045431756,0.000030948362],"category_scores_gemma":[0.00002575633,0.000095176474,0.00004505725,0.000103545266,0.00004243559,0.00015371839,0.000011678581,0.00006585343,0.00006806998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024819313,0.00006686446,0.003057723,0.00004835964,0.00003053894,0.000004607435,0.0011645412,0.06885321,0.00036590217,0.000070523325,0.035980295,0.89010924],"study_design_scores_gemma":[0.00031251277,0.00011624474,0.00024122752,0.0000063570037,0.000016545062,0.000009373899,0.00023666427,0.968224,0.0013283574,0.0032219423,0.026141481,0.00014528097],"about_ca_topic_score_codex":0.002210957,"about_ca_topic_score_gemma":0.0000056384924,"teacher_disagreement_score":0.8993708,"about_ca_system_score_codex":0.000006912547,"about_ca_system_score_gemma":0.000028963177,"threshold_uncertainty_score":0.3881184},"labels":[],"label_agreement":null},{"id":"W2195991702","doi":"10.1190/geo2014-0489.1","title":"Double-difference waveform inversion: Feasibility and robustness study with pressure data","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Waveform; Robustness (evolution); Geology; Seismic inversion; Synthetic data; Seismic survey; Computer science; Algorithm; Seismology; Mathematics","score_opus":0.08930803169647403,"score_gpt":0.26063518497772137,"score_spread":0.17132715328124734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2195991702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970552,0.00019978838,0.00032327592,0.00020123768,0.00011845773,0.00032081426,0.000065896806,0.00012058493,0.0015947614],"genre_scores_gemma":[0.99833924,0.000011522743,0.00086445065,0.00018180188,0.00006258427,7.9517406e-7,0.00014121276,0.0000030074345,0.00039541526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998983,0.000042970514,0.00010002549,0.00038587078,0.00030219462,0.00018593049],"domain_scores_gemma":[0.9990104,0.000027599583,0.0000531722,0.0006867106,0.00007392651,0.00014822165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029298264,0.00012901278,0.00015399777,0.000026248841,0.00011786047,0.000072848714,0.0004167056,0.000033762928,0.00004169068],"category_scores_gemma":[0.000010873202,0.000087624496,0.000009404313,0.00015792243,0.000121954494,0.00045203048,0.000107187196,0.0001397036,0.000021228383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043152756,0.00013600112,0.93776596,0.000036290545,0.000039367565,0.000017097613,0.00088490127,0.00035841233,0.0000014848096,0.000019331612,0.008543979,0.051765636],"study_design_scores_gemma":[0.0051904833,0.0024294741,0.5695612,0.000072025985,0.00024141213,0.00004004305,0.0065387483,0.39642248,0.00022135803,0.00305749,0.015321718,0.0009035523],"about_ca_topic_score_codex":0.0076019126,"about_ca_topic_score_gemma":0.00024294938,"teacher_disagreement_score":0.39606407,"about_ca_system_score_codex":0.000003670367,"about_ca_system_score_gemma":0.00007629157,"threshold_uncertainty_score":0.99900657},"labels":[],"label_agreement":null},{"id":"W2201407901","doi":"10.1190/geo2014-0608.1","title":"Characterization of interbedded thin beds using zero-crossing-time amplitude stratal slices","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Amplitude; Geology; Reflection (computer programming); Mineralogy; Optics; Physics","score_opus":0.027439548080532474,"score_gpt":0.24018812193011002,"score_spread":0.21274857384957754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2201407901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437577,0.000023069035,0.0042333906,0.00004449845,0.00020615663,0.00006643109,0.00007365428,0.000085478096,0.0008915328],"genre_scores_gemma":[0.9961965,0.0000025675217,0.002969605,0.0003043045,0.000093288094,1.8943263e-7,0.00027424438,0.0000038404423,0.00015545276],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999275,0.00003829864,0.00017575668,0.00014900969,0.00020151991,0.00016039309],"domain_scores_gemma":[0.9995402,0.000019197356,0.00013768538,0.00015452602,0.000078389465,0.00007000488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017513464,0.00009960958,0.00014793104,0.00004880328,0.00008782986,0.000109350956,0.00016743835,0.00004381394,0.000090063986],"category_scores_gemma":[0.00001491978,0.000089106354,0.00004133107,0.00015859613,0.00013020601,0.00044672712,0.000016638385,0.00008060185,0.00009390181],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030663476,0.00024063844,0.104686946,0.0001817142,0.00013319345,0.000020395946,0.013499145,0.0015169475,0.6364854,0.00041145546,0.004340498,0.23817705],"study_design_scores_gemma":[0.0011857159,0.00069467624,0.08462431,0.00030676063,0.00010373301,0.000034195218,0.00089415215,0.5305259,0.35151196,0.018357906,0.0106830895,0.0010776205],"about_ca_topic_score_codex":0.0026090886,"about_ca_topic_score_gemma":0.0000035591459,"teacher_disagreement_score":0.5290089,"about_ca_system_score_codex":0.0000052767814,"about_ca_system_score_gemma":0.00008568374,"threshold_uncertainty_score":0.39441788},"labels":[],"label_agreement":null},{"id":"W2202024637","doi":"10.15530/urtec-2015-2149949","title":"Use of Automatic Moment Tensor Inversion in Real Time Microseismic Imaging","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Moment tensor; Microseism; Inversion (geology); Computer science; Tensor (intrinsic definition); Moment (physics); Geology; Physics; Mathematics; Seismology; Geometry; Classical mechanics","score_opus":0.03264775681635565,"score_gpt":0.22996779766684694,"score_spread":0.1973200408504913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202024637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909364,0.0000469158,0.000112748705,0.00077964214,0.000088909575,0.00011794476,0.000011819582,0.00015499933,0.0077506364],"genre_scores_gemma":[0.9846416,0.00003706745,0.011923839,0.001469903,0.00001247584,4.0999495e-7,0.00004203238,0.000003381241,0.0018692939],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992015,0.000058245467,0.0002167339,0.00015231411,0.00018719099,0.00018403541],"domain_scores_gemma":[0.99959636,0.00005833164,0.0000631481,0.00015178461,0.000039015027,0.00009134324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002955875,0.000088177774,0.0001454485,0.00019410788,0.000022945615,0.000026657739,0.00012404573,0.000028533364,0.0006333438],"category_scores_gemma":[0.000030984666,0.00007019751,0.00003094929,0.00017805233,0.00007150097,0.00033633958,0.000016807418,0.00006417682,0.00031285136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036423127,0.000045568147,0.63492894,0.00002966192,0.0000073829574,0.000024153356,0.00066208787,0.0005521923,0.002579364,0.000015500953,0.23430571,0.12681302],"study_design_scores_gemma":[0.0003330951,0.000070264716,0.03236968,0.000062577325,0.0000063207635,0.00001116893,0.0003186917,0.9437183,0.0086299,0.00035684562,0.013966195,0.00015692903],"about_ca_topic_score_codex":0.033633024,"about_ca_topic_score_gemma":0.000024014904,"teacher_disagreement_score":0.94316614,"about_ca_system_score_codex":0.000015279707,"about_ca_system_score_gemma":0.000049763836,"threshold_uncertainty_score":0.9728021},"labels":[],"label_agreement":null},{"id":"W2202112745","doi":"","title":"4-D Seismic Monitoring of a Fractured Reservoir, Weyburn Field, Saskatchewan","year":2005,"lang":"en","type":"article","venue":"The Mountain Geologist","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Geochemistry; Seismology; Petrology","score_opus":0.014947746253313883,"score_gpt":0.24174972495821342,"score_spread":0.22680197870489954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202112745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97701174,0.0010964788,0.0017035146,0.014235215,0.0002300315,0.0001410687,0.000011979351,0.000151202,0.0054187425],"genre_scores_gemma":[0.99360245,0.00007082803,0.002346001,0.002304858,0.00023930459,0.0000013687367,0.000011673033,0.0000030617882,0.0014204747],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906176,0.00009849975,0.00020861044,0.00016862048,0.00019885291,0.00026364886],"domain_scores_gemma":[0.99917406,0.00027454135,0.00010685508,0.00035995911,0.000038909962,0.000045657885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005311487,0.00011792729,0.00015071467,0.000056751323,0.0001724381,0.000026471764,0.00049107266,0.00008255172,0.0007470047],"category_scores_gemma":[0.00008522254,0.000075172924,0.000062393505,0.00013935067,0.00021605237,0.00012426887,0.000031002244,0.00025067804,0.000105434345],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022866506,0.00003927404,0.7534724,0.000030554296,0.0000468699,0.000009987621,0.0033937297,0.019896558,0.00032226284,0.000032315398,0.052781682,0.1697457],"study_design_scores_gemma":[0.00087195233,0.0008044144,0.26411405,0.00013253534,0.000073673524,0.00005592087,0.011673153,0.1534796,0.13352296,0.011006726,0.42351848,0.0007465315],"about_ca_topic_score_codex":0.03448869,"about_ca_topic_score_gemma":0.00039545327,"teacher_disagreement_score":0.48935837,"about_ca_system_score_codex":0.000008693332,"about_ca_system_score_gemma":0.000040853967,"threshold_uncertainty_score":0.97194076},"labels":[],"label_agreement":null},{"id":"W2203642526","doi":"10.1190/tle34121468.1","title":"Integration of completion data, microseismic data, downhole logs, and multicomponent seismic data in the Mississippi Lime, north-central Oklahoma","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Microseism; Geology; Seismology; Fracture (geology); Geophone; Anisotropy; Borehole; Vertical seismic profile; Shear (geology); Geotechnical engineering; Petrology","score_opus":0.141176393275144,"score_gpt":0.29806163369489497,"score_spread":0.15688524041975097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203642526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98699635,0.0014743684,0.003648142,0.0052567315,0.00038199296,0.0003391272,0.0012949381,0.00006463121,0.0005437241],"genre_scores_gemma":[0.9891123,0.00012766744,0.0014771448,0.0016028748,0.00010086267,4.7170434e-7,0.0075096074,0.000004344811,0.00006468209],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857026,0.00026127486,0.00027562922,0.00039520924,0.0002484373,0.0002491647],"domain_scores_gemma":[0.99775344,0.00023659549,0.00012735726,0.001790151,0.000026975113,0.000065508015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016242214,0.00013456427,0.00018379779,0.000079521626,0.0001302927,0.00009843337,0.0022915034,0.000044451863,0.000018734147],"category_scores_gemma":[0.0001247214,0.00007915529,0.000011247248,0.0001857008,0.00024260103,0.00059383013,0.0002850663,0.00026105525,0.000057704292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001721266,0.00015749669,0.14410038,0.00007016238,0.000041831456,0.000016780159,0.0059158704,0.0006896605,0.0020360178,0.000039371072,0.5762678,0.27049255],"study_design_scores_gemma":[0.00035507308,0.000053329713,0.09646479,0.0000646187,0.000036045607,0.00004201174,0.00095307216,0.77058244,0.0003178104,0.00013976313,0.13085015,0.00014089815],"about_ca_topic_score_codex":0.013495899,"about_ca_topic_score_gemma":0.00096041354,"teacher_disagreement_score":0.76989275,"about_ca_system_score_codex":0.000009321835,"about_ca_system_score_gemma":0.000057412763,"threshold_uncertainty_score":0.99307334},"labels":[],"label_agreement":null},{"id":"W2206341931","doi":"10.1190/segam2015-5906921.1","title":"Improving shallow water MWD: Offshore Canada case study","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Waves and shallow water; Azimuth; Aliasing; Geology; Computer science; Submarine pipeline; Aperture (computer memory); Marine engineering; Remote sensing; Real-time computing; Acoustics; Optics; Telecommunications; Engineering; Geotechnical engineering; Oceanography; Physics","score_opus":0.023097449206342408,"score_gpt":0.21070110231029657,"score_spread":0.18760365310395416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206341931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844819,0.00003465933,0.000080602156,0.0004586338,0.00032112026,0.00012963258,0.0000069419843,0.000115079936,0.014371451],"genre_scores_gemma":[0.9953986,4.19989e-7,0.00047410483,0.0019619882,0.000049208815,5.741372e-7,0.000017738264,0.0000022187996,0.0020951957],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921554,0.000039830178,0.000118034346,0.00017488793,0.00022171845,0.00022997167],"domain_scores_gemma":[0.99958795,0.00001763666,0.000015985903,0.000161678,0.0000442475,0.00017247633],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002883168,0.0000885685,0.000091109316,0.00003712131,0.0000973737,0.000045651206,0.00012675773,0.000020825852,0.0012017541],"category_scores_gemma":[0.000015486024,0.000052897853,0.000015120163,0.000051338367,0.000019232592,0.00014005312,0.000015936235,0.000084078376,0.00007150848],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014553889,0.00003114256,0.70494217,0.000006408171,0.000016048014,0.005800832,0.0015474968,0.000099999714,0.000010109557,0.0000017587209,0.17977437,0.1077551],"study_design_scores_gemma":[0.002663908,0.0019380992,0.016831638,0.000019961319,0.000108060645,0.008996633,0.22641234,0.3955139,0.013041187,0.0004136774,0.33219263,0.0018679677],"about_ca_topic_score_codex":0.99531025,"about_ca_topic_score_gemma":0.9393057,"teacher_disagreement_score":0.68811053,"about_ca_system_score_codex":0.000011940428,"about_ca_system_score_gemma":0.00017599009,"threshold_uncertainty_score":0.9997113},"labels":[],"label_agreement":null},{"id":"W2208863142","doi":"10.1190/geo2014-0171.1","title":"Macroscopic framework for viscoelasticity, poroelasticity, and wave-induced fluid flows — Part 1: General linear solid","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Poromechanics; Viscoelasticity; Biot number; Mechanics; Porous medium; Physics; Attenuation; Mesoscopic physics; Classical mechanics; Geology; Geotechnical engineering; Porosity; Thermodynamics","score_opus":0.04569800001184238,"score_gpt":0.2769977580057268,"score_spread":0.23129975799388441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208863142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94811094,0.00010534821,0.04876178,0.0004258065,0.0011926747,0.00026793583,0.00012574537,0.00018441175,0.00082533224],"genre_scores_gemma":[0.9497709,0.000029612276,0.04652856,0.0021214108,0.0011287001,0.0000053778185,0.00012572113,0.000012190115,0.00027751547],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877495,0.000038765098,0.0002102224,0.00032515803,0.00024148427,0.00040943662],"domain_scores_gemma":[0.9992086,0.00015962236,0.00007411591,0.00021192044,0.00010107485,0.00024461464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019546408,0.00019483097,0.00024833076,0.00004850665,0.00018253455,0.00008557825,0.00015819863,0.00011490334,0.000083728075],"category_scores_gemma":[0.00011918998,0.00017137558,0.000060105795,0.00013288746,0.00007931481,0.00019589296,0.000042290365,0.00018842168,0.00011948248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001236585,0.0006911577,0.08346774,0.00079191686,0.000526136,0.0001678897,0.006959419,0.009566571,0.00838556,0.021274611,0.23878361,0.6281488],"study_design_scores_gemma":[0.0010036622,0.0012341251,0.0061354567,0.00013050101,0.000093020986,0.000028249226,0.0002427728,0.80842406,0.016836122,0.1379386,0.027182039,0.00075135985],"about_ca_topic_score_codex":0.0010529105,"about_ca_topic_score_gemma":0.000022992404,"teacher_disagreement_score":0.7988575,"about_ca_system_score_codex":0.000007218458,"about_ca_system_score_gemma":0.0000847581,"threshold_uncertainty_score":0.6988493},"labels":[],"label_agreement":null},{"id":"W2209070384","doi":"10.1190/2015-0921-spseintro.1","title":"Taking signal and noise to new dimensions — Introduction","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Shell (Canada)","funders":"","keywords":"Computer science; Section (typography); Special section; Noise (video); SIGNAL (programming language); Energy (signal processing); Signal processing; Algorithm; Seismology; Artificial intelligence; Telecommunications; Geology; Engineering; Image (mathematics); Mathematics","score_opus":0.022324443417826363,"score_gpt":0.22103784821948375,"score_spread":0.1987134048016574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209070384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983254,0.0002541917,0.0054184273,0.005096138,0.00062951643,0.00012200795,0.000008103643,0.00018904709,0.005028525],"genre_scores_gemma":[0.9870763,0.000010573156,0.008600166,0.0024794994,0.00081878353,2.620029e-7,0.00002394582,0.0000024308001,0.0009880732],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995575,0.000014597655,0.000058333142,0.00013873751,0.00011123584,0.000119601806],"domain_scores_gemma":[0.9996733,0.000014585572,0.000026705091,0.00009026682,0.000024838186,0.00017029296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085329026,0.000057336856,0.00006469083,0.000036046764,0.00006171613,0.000031804026,0.000052222877,0.000017890443,0.0001983686],"category_scores_gemma":[0.00002363303,0.000050018232,0.000012372357,0.00012620231,0.000021639193,0.00013917337,0.00001210235,0.00005931025,0.0002915877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021153786,0.0000068993963,0.009153497,0.0000027687224,0.0000051991833,0.000002558354,0.00069731957,0.0006139244,0.00051053247,0.0001460327,0.34410203,0.6447381],"study_design_scores_gemma":[0.0005896825,0.0006536494,0.0724556,0.000038432612,0.000045423236,0.000038393828,0.00088285404,0.025199225,0.01062613,0.04753185,0.841292,0.0006467293],"about_ca_topic_score_codex":0.005826012,"about_ca_topic_score_gemma":0.000014788033,"teacher_disagreement_score":0.64409137,"about_ca_system_score_codex":0.000002810198,"about_ca_system_score_gemma":0.00003481228,"threshold_uncertainty_score":0.88072264},"labels":[],"label_agreement":null},{"id":"W2209503437","doi":"","title":"A Reconnaissance AVO Analysis of the Queen Charlotte Basin","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Geology; Submarine pipeline; Structural basin; Seismology; Drilling; Petroleum; Hydrocarbon exploration; Amplitude versus offset; Paleontology; Oceanography; Amplitude; Engineering","score_opus":0.016864710983888715,"score_gpt":0.21518415019466341,"score_spread":0.1983194392107747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209503437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82905644,0.00012009653,0.00073972205,0.0065653743,0.00016548106,0.000089513065,0.000027192405,0.00010548255,0.16313067],"genre_scores_gemma":[0.9909616,0.00007382437,0.0003606038,0.004009889,0.000014590998,2.1329383e-7,0.000008138935,8.7915885e-7,0.004570243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994865,0.00004675658,0.00012220778,0.00011251318,0.00012173588,0.000110272245],"domain_scores_gemma":[0.99962854,0.00004751393,0.000055800978,0.0002151071,0.000024111036,0.000028924173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001986434,0.000052095944,0.000120870085,0.00010172325,0.00006398907,0.000011890025,0.00021115487,0.00002273865,0.007014312],"category_scores_gemma":[0.000024908642,0.00003018378,0.00010709141,0.00074627245,0.00007599343,0.00008270231,0.000006783941,0.00005388743,0.00004532844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006031543,0.0000045144247,0.9382642,0.0000015104326,0.000059481612,7.6616726e-7,0.000062783176,0.00014413778,0.000011634717,0.00005285714,0.027454643,0.033937458],"study_design_scores_gemma":[0.00006010089,0.000020851714,0.8116562,0.00000980356,0.00010775304,0.0000026261796,0.00009662423,0.062097605,0.0027231683,0.0003634247,0.12277542,0.00008646009],"about_ca_topic_score_codex":0.020655952,"about_ca_topic_score_gemma":0.00027763707,"teacher_disagreement_score":0.16190515,"about_ca_system_score_codex":0.0000015126844,"about_ca_system_score_gemma":0.0000122202555,"threshold_uncertainty_score":0.9938934},"labels":[],"label_agreement":null},{"id":"W2212669235","doi":"10.1190/geo2014-0224.1","title":"Efficient pseudo-Gauss-Newton full-waveform inversion in the τ-p domain","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hessian matrix; Inversion (geology); Algorithm; Diagonal; Rate of convergence; Computer science; Mathematics; Inverse problem; Applied mathematics; Mathematical optimization; Mathematical analysis; Geometry; Key (lock); Geology","score_opus":0.01902200634294311,"score_gpt":0.21278575632525265,"score_spread":0.19376374998230955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212669235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97991145,0.000054191547,0.00021332865,0.0021819053,0.00034886866,0.00014407185,0.000008169419,0.00007285045,0.017065141],"genre_scores_gemma":[0.9958734,0.000008558051,0.00077604986,0.0029864253,0.00014258375,0.000001205365,0.0000487341,0.0000028782672,0.0001601655],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989622,0.00008242663,0.00013739427,0.00018083485,0.00036941495,0.0002677275],"domain_scores_gemma":[0.9995304,0.00005746969,0.00005137165,0.0002509665,0.00003126324,0.000078554454],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054113806,0.000113094684,0.0001081625,0.0000670799,0.000099877354,0.000045964218,0.00030390327,0.00004827942,0.00007746875],"category_scores_gemma":[0.000019387024,0.000072576106,0.000047016514,0.00033998035,0.00008392139,0.000086683714,0.000019268318,0.0001829855,0.00085345295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044611408,0.0004258258,0.085173205,0.000079982936,0.000034427332,0.00020979428,0.026108922,0.018646635,0.0006247905,0.003682758,0.5039517,0.36061585],"study_design_scores_gemma":[0.0021477619,0.0010519811,0.060941886,0.00011386067,0.000033017524,0.000082151695,0.016310755,0.5761204,0.0016127799,0.08548938,0.25508466,0.0010114212],"about_ca_topic_score_codex":0.004554316,"about_ca_topic_score_gemma":0.00005462782,"teacher_disagreement_score":0.5574737,"about_ca_system_score_codex":0.000013636536,"about_ca_system_score_gemma":0.000052368552,"threshold_uncertainty_score":0.9999245},"labels":[],"label_agreement":null},{"id":"W2212740530","doi":"10.1190/geo2014-0607.1","title":"A theoretical and physical modeling analysis of the coupling between baseline elastic properties and time-lapse changes in determining difference amplitude variation with offset","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Amplitude; Baseline (sea); Offset (computer science); Perturbation (astronomy); Mechanics; Inversion (geology); Algorithm; Geology; Computer science; Optics; Physics; Seismology","score_opus":0.0255026830251473,"score_gpt":0.2116128890502457,"score_spread":0.1861102060250984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212740530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943676,0.000031556192,0.0053290757,0.00013361956,0.000008583583,0.0000692865,0.00001893232,0.000016023838,0.00002532585],"genre_scores_gemma":[0.9994424,0.0000066741263,0.0004225987,0.00007334376,0.000030221961,0.000001051645,0.000017688335,0.000002119785,0.0000039220185],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994366,0.000044195353,0.00009550264,0.00015019717,0.00016241196,0.00011104891],"domain_scores_gemma":[0.99963474,0.00013153566,0.00004989871,0.000099438555,0.000041941705,0.000042437474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023080829,0.0000815129,0.00019371547,0.00006634236,0.000048526417,0.000026834186,0.00007254444,0.000022801963,0.0000039163706],"category_scores_gemma":[0.000050046896,0.00004718116,0.000015911226,0.00026600956,0.0001523161,0.00006638693,0.000023176462,0.0000853108,7.1924626e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016057043,0.0000644061,0.851429,0.0000796424,0.0002085468,0.0000023059142,0.010386264,0.0861005,0.0013242797,0.0007137994,0.0000071194045,0.04952359],"study_design_scores_gemma":[0.00010356922,0.000073580035,0.063893676,0.000048089238,0.00015176924,4.925651e-7,0.00014016438,0.93284744,0.00021590613,0.0024583456,6.2644386e-7,0.000066317734],"about_ca_topic_score_codex":0.00069448486,"about_ca_topic_score_gemma":0.00003470597,"teacher_disagreement_score":0.846747,"about_ca_system_score_codex":0.0000029123817,"about_ca_system_score_gemma":0.000022897082,"threshold_uncertainty_score":0.1923992},"labels":[],"label_agreement":null},{"id":"W2213348779","doi":"10.1190/geo2014-0573.1","title":"Heavy oil sands measurement and rock-physics modeling","year":2015,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cenovus Energy (Canada)","funders":"Cenovus Energy","keywords":"Oil sands; Petroleum engineering; Steam injection; Environmental science; Inversion (geology); Soil science; Geology; Mineralogy; Materials science; Asphalt","score_opus":0.05702582048648788,"score_gpt":0.21724361284002763,"score_spread":0.16021779235353975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213348779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82696205,0.0037094397,0.10209137,0.0018505186,0.0012919327,0.00017720344,0.000058648875,0.0008285816,0.06303024],"genre_scores_gemma":[0.9971688,0.00007149066,0.0012813851,0.0011003591,0.00020074061,6.424748e-7,0.000020944415,0.0000037929917,0.00015185762],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991263,0.000026103797,0.00010570735,0.0001799804,0.0003620932,0.00019979934],"domain_scores_gemma":[0.9995629,0.000010441977,0.000031098265,0.00014808346,0.00011033857,0.0001371459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025762836,0.00010741985,0.00011805634,0.000021326343,0.00010104816,0.000051400235,0.00009889993,0.000032450873,0.000019063837],"category_scores_gemma":[0.00001773055,0.00009336507,0.0000296451,0.00010506652,0.000019350313,0.00020456291,0.000015498508,0.00010276862,0.00012391305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007115253,0.000049236885,0.014760197,0.000050656035,0.000035442317,0.000007973136,0.0011929349,0.027582416,0.00007558165,0.00039071814,0.02437675,0.9314069],"study_design_scores_gemma":[0.00026075976,0.00008756853,0.0002938629,0.000028214143,0.00001539741,0.0000043351797,0.00024198557,0.97280824,0.0006207736,0.016937831,0.008498264,0.00020279354],"about_ca_topic_score_codex":0.0026079072,"about_ca_topic_score_gemma":0.000010496846,"teacher_disagreement_score":0.9452258,"about_ca_system_score_codex":0.000007842982,"about_ca_system_score_gemma":0.00006354856,"threshold_uncertainty_score":0.39423928},"labels":[],"label_agreement":null},{"id":"W2216129171","doi":"10.7603/s40875-014-0003-0","title":"An Improvement of Velocity Variation with Offset (VVO) Method in Estimating Anisotropic Parameters","year":2015,"lang":"en","type":"article","venue":"GSTF Journal of Geological Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Anisotropy; Normal moveout; Offset (computer science); Residual; Inversion (geology); Standard deviation; Geology; Mathematics; Algorithm; Statistics; Optics; Computer science; Physics; Seismology","score_opus":0.04261467661856693,"score_gpt":0.2877003742488605,"score_spread":0.2450856976302936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216129171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9393596,0.000046566274,0.059577208,0.00054682,0.00011705003,0.00005082936,0.0000018433295,0.000009461527,0.00029059767],"genre_scores_gemma":[0.6677336,0.000004085419,0.33202815,0.00021490759,0.00001621295,1.1734065e-7,8.2059444e-7,3.6265598e-7,0.0000017565621],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879915,0.0001612386,0.00031609964,0.0001311879,0.00042487605,0.0001674513],"domain_scores_gemma":[0.99923766,0.00014343068,0.00035153487,0.000059296777,0.00010153223,0.000106570384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002680947,0.00006970915,0.00018624046,0.00011970576,0.00006450235,0.00003479203,0.0003051759,0.00003777091,0.00009584727],"category_scores_gemma":[0.0001959318,0.00003814311,0.000025929385,0.00027425616,0.00024993997,0.00041615005,0.000009639785,0.0001264029,0.000001897682],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013063074,0.00008771527,0.618431,0.000008428594,0.000009434981,0.000022680895,0.00075281854,0.13207087,0.00035202535,0.00010557055,0.0001841379,0.24784471],"study_design_scores_gemma":[0.00047541282,0.006065097,0.27299744,0.00004406025,0.000012526865,0.00007485039,0.0010532209,0.698659,0.0018883339,0.018536594,0.000072095805,0.00012134374],"about_ca_topic_score_codex":0.003073724,"about_ca_topic_score_gemma":0.000039846833,"teacher_disagreement_score":0.56658816,"about_ca_system_score_codex":0.000009765272,"about_ca_system_score_gemma":0.000114867325,"threshold_uncertainty_score":0.46465716},"labels":[],"label_agreement":null},{"id":"W2219386981","doi":"10.1190/segam2015-5924236.1","title":"Elastic properties of rock salt: Lab measurements and well log analysis in the Gulf of Mexico","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Halite; Evaporite; Borehole; Geology; Tectonics; Salt (chemistry); Anisotropy; Mineralogy; Salt lake; Seismology; Geochemistry; Geotechnical engineering; Geomorphology; Sedimentary rock; Paleontology; Optics; Gypsum; Chemistry; Physics","score_opus":0.049769990643997654,"score_gpt":0.22462209354620866,"score_spread":0.174852102902211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219386981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809841,0.0009769495,0.00076215557,0.0004972129,0.00003979884,0.000110226654,0.000005957903,0.000017480888,0.016606133],"genre_scores_gemma":[0.99909735,0.000022159302,0.00026881465,0.0003987015,0.000004226121,2.7827502e-7,0.0000048134125,6.764149e-7,0.0002029892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935037,0.000081490085,0.00015567525,0.00008676477,0.00024189072,0.00008380813],"domain_scores_gemma":[0.99972945,0.000028410868,0.000051559535,0.00011027521,0.000052394884,0.000027919747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005778973,0.00005138378,0.00013316951,0.0001312691,0.000016748429,0.000009277411,0.0001364451,0.00002071043,0.00015392862],"category_scores_gemma":[0.00005467664,0.000027097465,0.000025565867,0.0003100193,0.000052195126,0.00007755877,0.000007901692,0.000040122308,0.000010848154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003396713,0.000025067793,0.9895504,0.000020815167,0.00005129479,5.6830055e-7,0.0010464049,0.002702139,0.00019463552,0.0000076040465,0.0045187343,0.0018483406],"study_design_scores_gemma":[0.0013500031,0.0008733964,0.43237248,0.0001534009,0.0005542236,0.000011502355,0.008913327,0.42314464,0.12132524,0.002421319,0.008405779,0.00047468377],"about_ca_topic_score_codex":0.0098514315,"about_ca_topic_score_gemma":0.0003426448,"teacher_disagreement_score":0.55717796,"about_ca_system_score_codex":0.0000016229047,"about_ca_system_score_gemma":0.000022145849,"threshold_uncertainty_score":0.99674207},"labels":[],"label_agreement":null},{"id":"W2219471242","doi":"10.4081/rg.2016.5730","title":"Time dependent seismicity along the western coast of Canada","year":2016,"lang":"en","type":"article","venue":"Research in Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Geology; Seismology","score_opus":0.03184149137163913,"score_gpt":0.26691394379925176,"score_spread":0.23507245242761263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219471242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926093,0.00005460848,0.000055004246,0.004009874,0.00006872813,0.00012378924,0.00006890523,0.000013743141,0.002996014],"genre_scores_gemma":[0.99833137,0.000034488807,0.000020600886,0.00043149208,0.000045673398,7.76797e-7,0.0000047664917,0.000002243185,0.0011285812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985348,0.00021257323,0.00013608023,0.00014236814,0.0006189351,0.00035525704],"domain_scores_gemma":[0.99900115,0.0005824699,0.00003378164,0.00023520688,0.00008342284,0.000063994616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00099371,0.00006112434,0.00009954392,0.000053691652,0.00009251458,0.000014312073,0.00036963745,0.000024326995,0.00023333784],"category_scores_gemma":[0.00005465389,0.00003246893,0.000020008363,0.000228769,0.00022039104,0.00010372681,0.00004096608,0.00017758041,0.00010046031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006768095,0.0000422993,0.60691583,0.000043867723,0.000019737952,0.00005676098,0.00035367243,0.0002385838,0.0008287948,0.000047969832,0.09082991,0.30055493],"study_design_scores_gemma":[0.0010251044,0.0003616261,0.85894066,0.0005410115,0.000007630874,0.000023046638,0.0008371189,0.017972915,0.04519489,0.010550913,0.06402866,0.0005164111],"about_ca_topic_score_codex":0.93343186,"about_ca_topic_score_gemma":0.39804596,"teacher_disagreement_score":0.5353859,"about_ca_system_score_codex":0.00002426354,"about_ca_system_score_gemma":0.00041399806,"threshold_uncertainty_score":0.6129381},"labels":[],"label_agreement":null},{"id":"W2230582795","doi":"10.11575/prism/12041","title":"Assessing attenuation, fractures, and anisotropy using logs, vertical seismic profile, and three-component seismic data: heavy oilfield and potash mining examples","year":2010,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Potash; Geology; Attenuation; Seismology; Anisotropy; Component (thermodynamics); Vertical seismic profile; Mining engineering; Materials science","score_opus":0.027837209502178228,"score_gpt":0.24884659699658485,"score_spread":0.22100938749440663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2230582795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633464,0.0016760005,0.03360259,0.00035031064,0.00020909683,0.00020710188,0.0000141918945,0.00006191213,0.0005323647],"genre_scores_gemma":[0.889477,0.0009964446,0.10619579,0.00046256688,0.00005366563,1.3928934e-7,0.002547525,0.00001714528,0.00024970088],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99859583,0.0000774821,0.00019847362,0.00057685154,0.00029848894,0.00025284948],"domain_scores_gemma":[0.9990947,0.00018379456,0.00018996141,0.00030884243,0.000065471104,0.00015722105],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031496532,0.00024975976,0.00038630294,0.00022086561,0.00047558724,0.00014399602,0.0003095412,0.00036998044,0.00013383932],"category_scores_gemma":[0.00005222803,0.00027062706,0.00003480111,0.000086422624,0.00027221293,0.000811508,0.00009862641,0.00050812133,0.0000023646096],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021400396,0.000034818906,0.0502579,0.00037917352,0.00009823913,0.000060481772,0.0018071044,0.000004992169,0.0013828661,0.000025559742,0.0037092662,0.9420256],"study_design_scores_gemma":[0.0004767616,0.00007556605,0.2525512,0.00027324472,0.0002293265,0.00004706195,0.0011372496,0.739187,0.00048092706,0.0005753065,0.004566719,0.00039966384],"about_ca_topic_score_codex":0.023441967,"about_ca_topic_score_gemma":0.00037755386,"teacher_disagreement_score":0.94162595,"about_ca_system_score_codex":0.000008352899,"about_ca_system_score_gemma":0.00012803853,"threshold_uncertainty_score":0.9999746},"labels":[],"label_agreement":null},{"id":"W2234873173","doi":"10.4271/2007-01-0999","title":"Identification of Damage Parameters Using Virtual Fields Method and Finite Element Model Updating","year":2007,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Finite element method; Identification (biology); Computer science; Structural engineering; Engineering","score_opus":0.02308079481184253,"score_gpt":0.277701463035187,"score_spread":0.25462066822334445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234873173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821406,0.00018654657,0.003649379,0.0013240777,0.00019868143,0.00069374207,0.00012089631,0.00097390224,0.010712178],"genre_scores_gemma":[0.9313406,0.00014754565,0.06593522,0.0023443953,0.000037268648,0.0000066170155,0.00005710418,0.00002138955,0.000109863955],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9966317,0.00015304987,0.0011405072,0.0007725466,0.00068064313,0.0006215495],"domain_scores_gemma":[0.9977169,0.0008620128,0.00038443107,0.0007064903,0.00008774901,0.00024240064],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023485746,0.00040976566,0.0005473872,0.00028624485,0.00033414952,0.000085625754,0.0005677401,0.0004318334,0.00024007942],"category_scores_gemma":[0.0006403063,0.00035953886,0.0001995739,0.0004983614,0.0006502596,0.00052021054,0.00012783767,0.00070236775,0.000013954186],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002194527,0.00008662969,0.0015930971,0.000045648536,0.00002995466,0.000013942716,0.00008566562,0.0043569417,0.9396799,0.002295683,0.00076922064,0.050823815],"study_design_scores_gemma":[0.0005835016,0.0012044283,0.9778856,0.00023287948,0.00012796852,0.00005617945,0.000648602,0.0015898054,0.0067364275,0.0079045305,0.0022156078,0.00081447174],"about_ca_topic_score_codex":0.00048958755,"about_ca_topic_score_gemma":0.009268675,"teacher_disagreement_score":0.9762925,"about_ca_system_score_codex":0.000042242496,"about_ca_system_score_gemma":0.000059083915,"threshold_uncertainty_score":0.9998857},"labels":[],"label_agreement":null},{"id":"W2236801558","doi":"10.1007/978-3-540-69426-7_4","title":"2D Depth Seismic Imaging in the Gaspé Belt, a Structurally Complex Fold and Thrust Belt in the Northern Appalachians, Québec, Canada","year":2007,"lang":"en","type":"book-chapter","venue":"Frontiers in earth sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre de Géomatique du Québec; Geological Survey of Canada; Université Laval","funders":"","keywords":"Geology; Foreland basin; Fold (higher-order function); Fold and thrust belt; Inversion (geology); Seismology; Thrust; Structural complexity; Bedding; Paleontology; Tectonics","score_opus":0.017749460820991478,"score_gpt":0.2076211400450144,"score_spread":0.18987167922402293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236801558","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18600346,0.03689287,0.0007180561,0.02611406,0.0030062222,0.002700424,0.00037066714,0.00015672366,0.7440375],"genre_scores_gemma":[0.97938585,0.00067681447,0.0023864596,0.015178819,0.00011760571,0.0000029105408,0.000102910046,0.00001149168,0.0021371073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972763,0.00014147142,0.00046643137,0.0005992243,0.0008807096,0.00063586247],"domain_scores_gemma":[0.99914914,0.0002300742,0.0002012101,0.000318372,0.000025796988,0.00007542912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017438289,0.00036702424,0.00037910044,0.000476693,0.00042125597,0.00021079765,0.0013132725,0.00010545721,0.00013640468],"category_scores_gemma":[0.00003201229,0.00022427454,0.00006137413,0.00032908408,0.0010811917,0.00027502398,0.000037329643,0.0007467778,0.0000036299516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001232416,0.0000046162327,0.811184,0.000016546759,0.0000057881775,0.0001264329,0.0016749506,0.000492851,2.8064892e-7,0.000111324494,0.0237473,0.16262358],"study_design_scores_gemma":[0.0004598406,0.00011415214,0.57982594,0.00027714475,0.000021487724,0.00016045565,0.012633671,0.062097985,0.00000308331,0.0066106403,0.3369575,0.0008380746],"about_ca_topic_score_codex":0.9196037,"about_ca_topic_score_gemma":0.9896558,"teacher_disagreement_score":0.7933824,"about_ca_system_score_codex":0.000035641948,"about_ca_system_score_gemma":0.0007893872,"threshold_uncertainty_score":0.914565},"labels":[],"label_agreement":null},{"id":"W2238007291","doi":"10.48550/arxiv.1601.02966","title":"On Backus average for oblique incidence","year":2016,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Oblique case; Incidence (geometry); Geography; Geometry; Mathematics; Philosophy; Linguistics","score_opus":0.05171888249055293,"score_gpt":0.18200651417404642,"score_spread":0.1302876316834935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238007291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6192408,0.00013696148,0.3249218,0.000944099,0.0018611734,0.0010692307,0.00082853495,0.0007545298,0.050242834],"genre_scores_gemma":[0.9927381,0.00020406689,0.00041119123,0.0014605509,0.0001087618,4.429552e-7,0.000094806055,0.0000082698725,0.0049738022],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985938,0.00008658572,0.000146299,0.00075351575,0.00008112939,0.00033866026],"domain_scores_gemma":[0.9986463,0.0003881787,0.00016628747,0.00055381376,0.000096227704,0.000149195],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028146562,0.00026097742,0.00025106268,0.00022538881,0.00017309928,0.000051301857,0.0007055048,0.00025923894,0.0009586535],"category_scores_gemma":[0.00009443793,0.00023008291,0.0001959296,0.00014064215,0.0001374087,0.0001840998,0.000101029145,0.00034374467,0.00043474665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024798382,0.0002567973,0.12579875,0.0008970804,0.0004712881,0.0012174433,0.00057270244,0.26068017,0.00010994325,0.18146804,0.33794072,0.08810722],"study_design_scores_gemma":[0.00082196295,0.00038290635,0.0037711982,0.0005466265,0.00006925265,0.000008043435,0.00005153266,0.34959638,0.0013493717,0.61521614,0.027197478,0.0009891443],"about_ca_topic_score_codex":0.0011458055,"about_ca_topic_score_gemma":0.00004696,"teacher_disagreement_score":0.43374807,"about_ca_system_score_codex":0.00003906938,"about_ca_system_score_gemma":0.00014273035,"threshold_uncertainty_score":0.9999546},"labels":[],"label_agreement":null},{"id":"W2239292130","doi":"10.5539/esr.v5n1p57","title":"The Comparison between Full-Stack Data and Pure P-Wave Data on Deeply Buried Ordovician Paleokarst Reservoir Prediction","year":2016,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Drilling; Structural basin; Stack (abstract data type); Tarim basin; Carbonate; Amplitude; Seismology; Karst; Ordovician; Geomorphology; Petrology; Geochemistry; Paleontology; Engineering","score_opus":0.20863072228706142,"score_gpt":0.37623334063830993,"score_spread":0.1676026183512485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239292130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94691736,0.0008606649,0.0010081575,0.035269685,0.0004339613,0.0008267979,0.002157066,0.00025253303,0.012273806],"genre_scores_gemma":[0.99736,0.000498602,0.0008230104,0.00014978986,0.00031854695,0.0000014026377,0.00021578073,0.0000049985297,0.0006278539],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548334,0.00037449325,0.00028923835,0.0010085827,0.0019308745,0.0009134776],"domain_scores_gemma":[0.9954109,0.0014393082,0.000075966185,0.0025210674,0.00021399691,0.00033874728],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.011357184,0.00013873703,0.00016154135,0.0003003135,0.0023760176,0.00063871266,0.0032507933,0.000069818685,0.00019191117],"category_scores_gemma":[0.0014681416,0.00007357963,0.000014072719,0.00113584,0.0028381273,0.0014694083,0.0008376718,0.0004969449,0.0002932902],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008244222,0.000015802063,0.33189875,0.000008845812,0.000009382046,0.000007662067,0.00016873227,0.000005295451,0.00043997305,0.00008036046,0.07429161,0.5929912],"study_design_scores_gemma":[0.00030151376,0.0006124254,0.37976426,0.00012824798,0.000006824049,0.000011007415,0.00074405776,0.094984375,0.0013685544,0.0011290484,0.52075344,0.00019622417],"about_ca_topic_score_codex":0.0010711901,"about_ca_topic_score_gemma":0.00097441504,"teacher_disagreement_score":0.59279495,"about_ca_system_score_codex":0.0000120173,"about_ca_system_score_gemma":0.00036140796,"threshold_uncertainty_score":0.9998756},"labels":[],"label_agreement":null},{"id":"W2239653808","doi":"10.1007/s10659-016-9608-z","title":"On Backus Average for Generally Anisotropic Layers","year":2016,"lang":"en","type":"preprint","venue":"Journal of Elasticity","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Anisotropy; Isotropy; Notation; Transverse isotropy; Context (archaeology); Elasticity (physics); Product (mathematics); Stack (abstract data type); Tensor (intrinsic definition); Mathematical analysis; Physics; Geometry; Mathematics; Classical mechanics; Computer science; Optics; Geology","score_opus":0.02056168997119246,"score_gpt":0.24210034438617598,"score_spread":0.22153865441498352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239653808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67596924,0.00046631714,0.30606148,0.002791183,0.005981679,0.0003640922,0.0005059816,0.000075829004,0.0077842013],"genre_scores_gemma":[0.9880893,0.00015698449,0.008661408,0.0018092004,0.0008421832,5.4968075e-7,0.000014305798,0.000007043929,0.00041901445],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987815,0.000070484326,0.00040766326,0.0001895796,0.00031854908,0.0002322152],"domain_scores_gemma":[0.99856234,0.0003984499,0.0005447492,0.00016452743,0.00018995826,0.00014000107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003720904,0.00018642396,0.00034675119,0.00017578968,0.000088794994,0.00006326788,0.00040085602,0.0001606681,0.0007889056],"category_scores_gemma":[0.00026759887,0.000120241115,0.00026161878,0.00003383396,0.000059427304,0.0000960096,0.000028397486,0.00045400133,0.00004447695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020304653,0.00021316085,0.033927266,0.00046101623,0.0005871687,0.00023575535,0.0002980587,0.054641183,0.0008308156,0.0015314807,0.7410666,0.16417705],"study_design_scores_gemma":[0.006228006,0.00894868,0.095718905,0.0041942596,0.00062036124,0.0004264319,0.000083914325,0.13716505,0.018851548,0.48732933,0.23790757,0.002525923],"about_ca_topic_score_codex":0.000108724395,"about_ca_topic_score_gemma":0.0000059586177,"teacher_disagreement_score":0.503159,"about_ca_system_score_codex":0.000024605644,"about_ca_system_score_gemma":0.0001857,"threshold_uncertainty_score":0.8637963},"labels":[],"label_agreement":null},{"id":"W2249881649","doi":"","title":"Stimulated Fractured Reservoir DFN Models Calibrated With Microseismic Source Mechanisms","year":2010,"lang":"en","type":"article","venue":"44th U.S. Rock Mechanics Symposium and 5th U.S.-Canada Rock Mechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Geology; Seismology","score_opus":0.007115740086332559,"score_gpt":0.1861731078182525,"score_spread":0.17905736773191994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249881649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04574243,0.0010647179,0.9313001,0.008071536,0.0047128005,0.0025951439,0.0011226058,0.0018492055,0.0035414824],"genre_scores_gemma":[0.9863079,0.0005044571,0.0027151818,0.0070071663,0.0002501041,0.000031325002,0.000697777,0.00016521949,0.002320834],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.992527,0.00030716616,0.0012089344,0.0020646132,0.0018025051,0.002089785],"domain_scores_gemma":[0.99545985,0.00029406397,0.0007091748,0.0015448196,0.0005992951,0.0013927933],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00086597283,0.001462884,0.0012491771,0.0005299625,0.0017661819,0.00053146953,0.0015898958,0.00095430383,0.00097512425],"category_scores_gemma":[0.000056560977,0.0012734119,0.00022338347,0.0010821319,0.000028374401,0.0011706196,0.00031864416,0.0020293738,0.000075926524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014707764,0.00032465754,0.00032123667,0.00044195412,0.0006213422,0.00038865441,0.0012616721,0.70477444,0.23155707,0.0095846,0.04801671,0.0012368829],"study_design_scores_gemma":[0.0016303725,0.00069878047,0.0000076141505,0.0001393733,0.00023470771,0.00035353834,0.0003670353,0.8838259,0.06424942,0.015731517,0.031072326,0.0016894306],"about_ca_topic_score_codex":0.289277,"about_ca_topic_score_gemma":0.14408836,"teacher_disagreement_score":0.9405655,"about_ca_system_score_codex":0.00012979406,"about_ca_system_score_gemma":0.0017626027,"threshold_uncertainty_score":0.99993813},"labels":[],"label_agreement":null},{"id":"W2252302695","doi":"10.14288/1.0052985","title":"Structural characteristics of a subducting oceanic plate off Western Canada","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Plate tectonics; Oceanic crust; Convergent boundary; Subduction; Seismology; Tectonics","score_opus":0.006022646333371715,"score_gpt":0.15236086313222433,"score_spread":0.14633821679885262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252302695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983908,0.00003070862,0.000013465565,0.00006951042,0.00036080318,0.00006208368,0.00039522332,0.000034642115,0.0006427524],"genre_scores_gemma":[0.99911904,0.000023567882,0.0004095306,0.00008804679,0.00002747357,8.010891e-9,0.000054317865,0.0000025182226,0.0002755098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932414,0.00002228264,0.00011457773,0.00017630022,0.0001913065,0.00017139202],"domain_scores_gemma":[0.99947155,0.0000378075,0.00015836643,0.00015442118,0.00009435199,0.000083516774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011664797,0.000034304052,0.0001839903,0.000025402438,0.00014148222,0.00003264704,0.00027523437,0.00005488623,0.00046486754],"category_scores_gemma":[0.000025563937,0.00010218669,0.00004429386,0.00011193003,0.00024181807,0.00020018616,0.000024419594,0.00017507898,0.0000040002005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043499854,0.0000034417103,0.5381395,0.000026934844,0.000009086154,0.00004348151,0.000054323827,0.000001135698,0.00010868705,1.7736187e-7,0.0022271539,0.45938173],"study_design_scores_gemma":[0.00017293068,0.000029402188,0.9960112,0.00003921184,0.00001272546,0.00007487806,0.00051975466,0.0020886313,0.000012477911,0.000039920855,0.0008874546,0.00011138624],"about_ca_topic_score_codex":0.98855305,"about_ca_topic_score_gemma":0.9884402,"teacher_disagreement_score":0.45927036,"about_ca_system_score_codex":0.0000066641906,"about_ca_system_score_gemma":0.00017429622,"threshold_uncertainty_score":0.5089974},"labels":[],"label_agreement":null},{"id":"W2252944012","doi":"10.15530/urtec-2015-2172455","title":"The Effect of Velocity Uncertainty and Attenuation on Flow Estimates From Microseismicity","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Attenuation; Geology; Flow (mathematics); Flow velocity; Mechanics; Physics; Optics","score_opus":0.013495756976939896,"score_gpt":0.22657652345965046,"score_spread":0.21308076648271057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252944012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99620867,0.0001785565,0.000571054,0.0007624904,0.000121865094,0.0000905315,0.00003489448,0.000053163516,0.0019787627],"genre_scores_gemma":[0.99773747,0.000019913314,0.0016191786,0.0004903317,0.000020230287,4.022071e-7,0.000049088187,0.0000010886413,0.000062304214],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950874,0.00007146261,0.00008966376,0.000111297784,0.00012658833,0.0000922546],"domain_scores_gemma":[0.9991831,0.00059601665,0.00004018713,0.00010491624,0.00002607752,0.000049691487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045683022,0.000068366055,0.00009236817,0.000017850325,0.00009949274,0.000031031366,0.00008939188,0.00002963476,0.000050294522],"category_scores_gemma":[0.00016409704,0.00003599732,0.00001860145,0.00004712589,0.00011984561,0.000060410825,0.000007734869,0.000059777994,0.000031187134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002375691,0.000004555237,0.37940758,0.0000067559313,0.000015515221,8.6642143e-7,0.00016579301,0.001720873,0.00012733314,0.000014282078,0.037769873,0.580529],"study_design_scores_gemma":[0.00042632487,0.0005753977,0.07811343,0.0000224182,0.00001480784,0.0000017405731,0.00008807381,0.84072745,0.07011273,0.0030984485,0.006711999,0.00010717664],"about_ca_topic_score_codex":0.022998676,"about_ca_topic_score_gemma":0.00008299343,"teacher_disagreement_score":0.8390066,"about_ca_system_score_codex":0.0000035472372,"about_ca_system_score_gemma":0.000012900812,"threshold_uncertainty_score":0.9835073},"labels":[],"label_agreement":null},{"id":"W2258321963","doi":"10.3997/2214-4609.20147519","title":"Practical Issues in Achieving High-Quality HFVS Data","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Computer science; Field (mathematics); Encoding (memory); Key (lock); Quality (philosophy); Set (abstract data type); High resolution; Data set; High fidelity; Data quality; Data mining; Engineering; Artificial intelligence; Mathematics; Remote sensing; Electrical engineering; Operating system; Physics; Geography","score_opus":0.13820391839023277,"score_gpt":0.3556543917680871,"score_spread":0.21745047337785434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258321963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.904116,0.00036044302,0.0031958877,0.037564386,0.00034729138,0.00017033666,0.000070460184,0.00047845728,0.053696737],"genre_scores_gemma":[0.9560041,0.00029009118,0.039233465,0.0029657742,0.00006539447,1.6620565e-7,0.00016088074,0.0000016384621,0.0012785282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990622,0.000117334035,0.00018086172,0.00025678863,0.0001968395,0.00018601594],"domain_scores_gemma":[0.9992826,0.00019113276,0.000035104535,0.0004204388,0.000013156426,0.000057579342],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062229316,0.00007262787,0.00012356728,0.000060080372,0.00009106385,0.00002344065,0.00029218258,0.000042273496,0.0026579816],"category_scores_gemma":[0.00026152938,0.000056123823,0.0000135627415,0.00013419401,0.000089377616,0.00061137474,0.000042493568,0.0001582129,0.00037785826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000207541,0.00003241866,0.6481814,0.0000075629027,0.00000431694,0.00006672776,0.00010818469,0.0000091918555,0.000023998258,0.0004173633,0.31589267,0.03523541],"study_design_scores_gemma":[0.00024249489,0.00006489491,0.7407347,0.000018546716,0.0000041765447,0.00009313934,0.00028352882,0.024355575,0.0012552381,0.00086533866,0.23181222,0.00027014042],"about_ca_topic_score_codex":0.050120343,"about_ca_topic_score_gemma":0.00036430772,"teacher_disagreement_score":0.0925533,"about_ca_system_score_codex":0.0000024934805,"about_ca_system_score_gemma":0.000040792675,"threshold_uncertainty_score":0.9982537},"labels":[],"label_agreement":null},{"id":"W2259014849","doi":"10.1190/geo2015-0292.1","title":"Fast dual-domain reduced-rank algorithm for 3D deblending via randomized QR decomposition","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Singular value decomposition; Algorithm; Rank (graph theory); Computer science; Matrix (chemical analysis); Singular value; Mathematics; Eigenvalues and eigenvectors; Combinatorics; Physics","score_opus":0.007596134350888651,"score_gpt":0.22541863382520771,"score_spread":0.21782249947431906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259014849","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05634359,0.00009724865,0.9381017,0.0010902232,0.00076196494,0.00057974184,0.00017510707,0.00026832658,0.0025820723],"genre_scores_gemma":[0.59300053,0.00017507887,0.40199947,0.002032147,0.000974558,0.000037892252,0.00040967547,0.000022227337,0.0013484176],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892735,0.000097992335,0.00022222575,0.00026221987,0.00017269977,0.00031750716],"domain_scores_gemma":[0.99915236,0.00043189473,0.00010904245,0.00016849197,0.00005750135,0.00008069833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043116268,0.00015298158,0.00028938602,0.00006942989,0.00021896129,0.000040704217,0.00012352217,0.0000569967,0.00023343785],"category_scores_gemma":[0.00002552173,0.000101563724,0.00015750245,0.00010742345,0.00012285387,0.0002920286,0.000010232733,0.00006209108,0.0002116067],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006949336,0.000012833123,0.00006341424,0.000007803373,0.000025425707,0.0000025280801,0.00009276726,0.0000053766544,0.0022287362,0.00009333465,0.0038931943,0.9928796],"study_design_scores_gemma":[0.11378542,0.0006310768,0.0015617609,0.00048391154,0.00026663745,0.00011008333,0.00029591226,0.46406484,0.09219121,0.2659761,0.05876855,0.0018645063],"about_ca_topic_score_codex":0.0005535802,"about_ca_topic_score_gemma":0.000002961251,"teacher_disagreement_score":0.99101514,"about_ca_system_score_codex":0.000010449059,"about_ca_system_score_gemma":0.00002586693,"threshold_uncertainty_score":0.41416484},"labels":[],"label_agreement":null},{"id":"W2259592256","doi":"10.3997/2214-4609.201412881","title":"True-amplitude Layer-stripping Common-shot Acoustic RTM","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Amplitude; Shot (pellet); Stripping (fiber); Acoustics; Waveform; Layer (electronics); Optics; Computer science; Materials science; Physics; Telecommunications; Composite material","score_opus":0.06266911558490168,"score_gpt":0.2632291398707457,"score_spread":0.20056002428584402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259592256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75019366,0.0006899902,0.0011095608,0.0022648869,0.00065404124,0.000273853,0.000025893913,0.00096478703,0.2438233],"genre_scores_gemma":[0.9948772,0.000028030927,0.0018555332,0.00251524,0.00015988735,0.0000018446514,0.00002299261,0.0000056822846,0.0005335669],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891615,0.000007661707,0.00018669551,0.00025254537,0.00030083602,0.00033612634],"domain_scores_gemma":[0.9994628,0.00003736237,0.00007704226,0.00008686239,0.0001130313,0.00022290375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044159623,0.00014224969,0.00017148178,0.00010723192,0.00013104056,0.00014218275,0.00029595295,0.00006901541,0.00030865538],"category_scores_gemma":[0.0001249722,0.00012246575,0.000043259886,0.00024065598,0.00007862906,0.00039163197,0.000023214177,0.00019424075,0.00036036293],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074685646,0.000037668222,0.52097064,0.00008772062,0.000026938307,0.000014220422,0.0019430929,0.00009896347,0.0011382579,0.00029408626,0.3692106,0.10610311],"study_design_scores_gemma":[0.0014762026,0.00072392926,0.042816494,0.0002596227,0.000095124786,0.0002215039,0.005637583,0.11405169,0.019714698,0.023080315,0.7905592,0.0013636388],"about_ca_topic_score_codex":0.001448506,"about_ca_topic_score_gemma":0.0000116550555,"teacher_disagreement_score":0.47815415,"about_ca_system_score_codex":0.000012970607,"about_ca_system_score_gemma":0.000044133143,"threshold_uncertainty_score":0.49940082},"labels":[],"label_agreement":null},{"id":"W2260831561","doi":"","title":"Multicomponent seismic monitoring of stress arching in the overburden due to hydraulic fracturing in the Montney Shale at Pouce Coupe Field, Alberta, Canada","year":2015,"lang":"en","type":"dissertation","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Overburden; Geology; Oil shale; Geomechanics; Shale gas; Stress field; Mining engineering; Geotechnical engineering; Coal field; Petroleum engineering; Seismology; Engineering; Coal mining; Coal; Paleontology","score_opus":0.009793720529346538,"score_gpt":0.20356520245070253,"score_spread":0.193771481921356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260831561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803067,0.00006766085,0.000023590159,0.0004120374,0.00026289027,0.00065485406,0.00026491383,0.000017569108,0.017989775],"genre_scores_gemma":[0.9970035,0.00003168262,0.000053243453,0.00013061162,0.000017601144,0.0000027252443,0.00022020722,0.000007806678,0.0025326393],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9983429,0.0001577839,0.00036007943,0.00031267814,0.0005085928,0.0003180076],"domain_scores_gemma":[0.9984054,0.0008214131,0.00025989805,0.00029953697,0.00012519314,0.00008858757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002185025,0.00024552832,0.00037236814,0.0007810803,0.00028106433,0.000106105246,0.00082368264,0.00010802187,0.000023077877],"category_scores_gemma":[0.0001301274,0.00020701945,0.000088238005,0.0013101168,0.000052750613,0.00033168902,0.000052626234,0.00045163374,0.0000023435725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004499163,0.00075966876,0.4165245,0.00066142733,0.00030952392,0.0012609683,0.070559114,0.4626131,0.00009737068,0.00003883242,0.021387624,0.021288712],"study_design_scores_gemma":[0.0039261673,0.0023876375,0.52917844,0.0023426523,0.0002761161,0.00008669843,0.27714342,0.09478177,0.01054859,0.0015929751,0.07525374,0.0024817712],"about_ca_topic_score_codex":0.8227823,"about_ca_topic_score_gemma":0.7767233,"teacher_disagreement_score":0.36783132,"about_ca_system_score_codex":0.0002303403,"about_ca_system_score_gemma":0.0005680693,"threshold_uncertainty_score":0.8442008},"labels":[],"label_agreement":null},{"id":"W2263689098","doi":"10.3997/2214-4609.201413086","title":"Using Common Information in Compressive Time-lapse Full-waveform Inversion","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Exploit; Computer science; Waveform; Algorithm; Geology; Seismology; Telecommunications","score_opus":0.03366730255172757,"score_gpt":0.2385902760511446,"score_spread":0.20492297349941704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263689098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560256,0.0000378742,0.00007375995,0.00029198697,0.000112753514,0.00014026057,0.0000054538464,0.00012873411,0.043183573],"genre_scores_gemma":[0.99605185,0.000008220378,0.002573161,0.0012172632,0.000035001496,5.810091e-7,0.000052083928,0.0000020832429,0.00005975748],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992852,0.000006852199,0.00018603691,0.000101482794,0.00022757509,0.00019281529],"domain_scores_gemma":[0.9996316,0.000012305804,0.000104271305,0.000046212073,0.00009987428,0.00010573958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029553002,0.00009474451,0.0001202391,0.00020469818,0.00006961479,0.000081684346,0.00014821549,0.00006231375,0.00015245847],"category_scores_gemma":[0.00004784861,0.00008212046,0.000020913169,0.00024134915,0.000048838818,0.0016884281,0.000023751945,0.00013677441,0.0004691975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047262572,0.000054665696,0.5903783,0.00015839546,0.000016487304,0.000010962826,0.012438132,0.0013960443,0.0013741299,0.00014223107,0.17364374,0.21991432],"study_design_scores_gemma":[0.0005069637,0.00012936721,0.003151576,0.00009051861,0.000006592716,0.000031294257,0.0016237836,0.957052,0.0037263848,0.0016593967,0.031820416,0.00020170968],"about_ca_topic_score_codex":0.003258322,"about_ca_topic_score_gemma":0.0000073511433,"teacher_disagreement_score":0.95565593,"about_ca_system_score_codex":0.00002747741,"about_ca_system_score_gemma":0.000034226683,"threshold_uncertainty_score":0.6030741},"labels":[],"label_agreement":null},{"id":"W2270661332","doi":"10.1007/s12517-015-2168-x","title":"Spectral decomposition application for analyzing the structure and the reservoir potential: a case study of Penobscot, Nova Scotia offshore, Canada","year":2015,"lang":"en","type":"article","venue":"Arabian Journal of Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Submarine pipeline; Lithology; Nova scotia; Canyon; Seismology; Hydrocarbon exploration; Stratigraphy; Paleontology; Geomorphology; Tectonics; Geotechnical engineering; Oceanography","score_opus":0.01689879130867475,"score_gpt":0.2530848078938148,"score_spread":0.23618601658514007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270661332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953184,0.0004274583,0.0012492178,0.0024522997,0.00024953415,0.0002464802,0.000014258404,0.0000031368315,0.000039212096],"genre_scores_gemma":[0.9987904,0.0000111206555,0.00093778735,0.0001810184,0.0000710967,1.7020389e-7,0.0000018095187,0.0000012085309,0.000005421286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990438,0.00013024351,0.00027624305,0.00010787527,0.0003137279,0.00012809427],"domain_scores_gemma":[0.9991666,0.00014444179,0.00032692018,0.00011434442,0.00017172832,0.0000759704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013027106,0.00006879634,0.00014435542,0.00006803565,0.00023408596,0.00006991515,0.00032680182,0.000014868795,0.000012990217],"category_scores_gemma":[0.00007359596,0.00003335493,0.000033356042,0.00023291391,0.0002738547,0.00023024218,0.000010895771,0.00010919724,1.3350358e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066104304,0.00008006932,0.92278713,0.000030221805,0.00011164607,0.00020133187,0.009949099,0.0120097315,0.00022616128,0.0001582565,0.0101991845,0.04358612],"study_design_scores_gemma":[0.007716237,0.0051566754,0.385706,0.00015670173,0.0006512237,0.0190062,0.20700088,0.34080923,0.0038218796,0.026457984,0.0027949214,0.00072205614],"about_ca_topic_score_codex":0.64058024,"about_ca_topic_score_gemma":0.45976177,"teacher_disagreement_score":0.5370811,"about_ca_system_score_codex":0.000008101239,"about_ca_system_score_gemma":0.00025063928,"threshold_uncertainty_score":0.55009615},"labels":[],"label_agreement":null},{"id":"W2271811135","doi":"10.1190/segam2015-5908821.1","title":"Seismic Moment Tensors of Microseismic Events: General Solution vs Double-Couple Solutions","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Microseism; Moment (physics); Geology; Computer science; Physics; Seismology; Classical mechanics","score_opus":0.04157394558480289,"score_gpt":0.24220111799869898,"score_spread":0.2006271724138961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271811135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95570934,0.0005670653,0.02805126,0.0034431687,0.0006311418,0.0003062033,0.00007799028,0.0003012511,0.01091257],"genre_scores_gemma":[0.9875288,0.00006773865,0.0054029007,0.0015803945,0.000073529656,0.0000021654641,0.000121628414,0.0000048467377,0.0052179736],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875563,0.000039034185,0.0002940495,0.00023931272,0.00029996375,0.00037199163],"domain_scores_gemma":[0.9993528,0.000022733358,0.000104314044,0.00023732685,0.00011471531,0.00016812104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046101902,0.00014250152,0.00018653025,0.00015648453,0.00013094267,0.000018975687,0.00022580974,0.00007371333,0.00065342954],"category_scores_gemma":[0.000014732122,0.00011834464,0.00008365421,0.00021792624,0.00011018135,0.0002628949,0.000026664567,0.000109699875,0.0003172619],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043577512,0.00019229324,0.1281386,0.00004431433,0.0000800001,0.000005179946,0.0006927428,0.040930804,0.0023457925,0.00062469626,0.80337304,0.023136754],"study_design_scores_gemma":[0.0013255927,0.00036913482,0.013604321,0.000041436873,0.000037283942,0.00004241008,0.00041874032,0.8474404,0.016674483,0.0021430454,0.11751595,0.00038715237],"about_ca_topic_score_codex":0.03533127,"about_ca_topic_score_gemma":0.00007540966,"teacher_disagreement_score":0.8065097,"about_ca_system_score_codex":0.000025735515,"about_ca_system_score_gemma":0.00011189459,"threshold_uncertainty_score":0.9710925},"labels":[],"label_agreement":null},{"id":"W2271827665","doi":"10.1190/1.2370197","title":"Reducing risk and monitoring water injection using time‐lapse (4D) seismic at the Ekofisk field","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"Statoil; ConocoPhillips","keywords":"Overburden; Geology; Seismology; Prospecting; Amplitude; Water injection (oil production); Well control; SIGNAL (programming language); Compaction; Oil field; Stack (abstract data type); Geotechnical engineering; Petroleum engineering; Mining engineering; Engineering; Computer science","score_opus":0.009236091103030857,"score_gpt":0.20403818074791374,"score_spread":0.19480208964488288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271827665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917625,0.00019529466,0.0012313348,0.00044071994,0.0002575908,0.00006990595,0.000003840802,0.00012030494,0.0059185126],"genre_scores_gemma":[0.99490565,0.000036678142,0.0010860151,0.00040236395,0.00021406954,3.1565253e-7,0.000010817633,0.0000030992253,0.0033409924],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932945,0.00005786402,0.00012214197,0.00017885218,0.00011256409,0.00019910683],"domain_scores_gemma":[0.9997062,0.00008521471,0.000034904344,0.00012854428,0.000015394824,0.000029721179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028267302,0.000090356465,0.00007434235,0.000054138687,0.00058957015,0.000099374345,0.000071608636,0.00005009997,0.0008401862],"category_scores_gemma":[0.000011602149,0.00005017787,0.000028984045,0.00006453197,0.00005979064,0.00017997132,0.000021610409,0.00012666902,0.000089546265],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048862486,0.000010491175,0.74617434,0.000014306719,0.000017221435,0.0000070449323,0.00052938215,0.0319514,0.008361153,0.0000032874377,0.035315473,0.17756702],"study_design_scores_gemma":[0.00017259111,0.00010624471,0.016278926,0.000034566885,0.000036715985,0.00011259997,0.00024990021,0.6103876,0.35660622,0.0010843643,0.01467715,0.0002530817],"about_ca_topic_score_codex":0.10068803,"about_ca_topic_score_gemma":0.00006380755,"teacher_disagreement_score":0.7298954,"about_ca_system_score_codex":0.000008652123,"about_ca_system_score_gemma":0.000007481412,"threshold_uncertainty_score":0.919945},"labels":[],"label_agreement":null},{"id":"W2272228052","doi":"10.1190/tle35020126.1","title":"Introduction to this special section: Imaging/inversion: Estimating the earth model","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Construction Association","funders":"","keywords":"Inversion (geology); Preprocessor; Geology; Geophysical imaging; Computer science; Seismic inversion; Property (philosophy); Special section; Section (typography); Geophysics; Seismology; Artificial intelligence; Geometry; Mathematics; Engineering","score_opus":0.016712081153403405,"score_gpt":0.22433429097325752,"score_spread":0.20762220981985413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272228052","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13026588,0.00023912206,0.14040658,0.52748126,0.025923392,0.00086911826,0.000050943443,0.0013105101,0.17345321],"genre_scores_gemma":[0.84882325,0.00003372574,0.01369801,0.017534867,0.05923636,0.0000056559043,0.000016400541,0.00001918069,0.060632568],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991007,0.0000735356,0.00013083106,0.00023504686,0.00021248183,0.00024739566],"domain_scores_gemma":[0.99940336,0.00013142652,0.000054488377,0.00031490243,0.000037196893,0.000058610396],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00063856546,0.00010935883,0.00009068253,0.000062677216,0.0005814042,0.00008243551,0.00032375843,0.000027241771,0.00239549],"category_scores_gemma":[0.00010817757,0.000049852402,0.000045847934,0.00019442677,0.00013797356,0.00026269385,0.000028184704,0.00015689615,0.0025340936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014953843,0.000002065967,0.00076285185,0.0000018586865,0.0000035004225,7.4186715e-7,0.0005174886,0.0014192534,0.00034343847,0.00008944195,0.8224516,0.1743928],"study_design_scores_gemma":[0.00010878718,0.00003593108,0.00040683412,0.000032198455,0.000013804243,0.0000385658,0.00011115574,0.27303746,0.0034262552,0.0016149755,0.7210231,0.00015092896],"about_ca_topic_score_codex":0.00030228004,"about_ca_topic_score_gemma":0.000020550766,"teacher_disagreement_score":0.71855736,"about_ca_system_score_codex":0.0000136915005,"about_ca_system_score_gemma":0.00002672962,"threshold_uncertainty_score":0.99851644},"labels":[],"label_agreement":null},{"id":"W2273801783","doi":"10.2523/iptc-18533-ms","title":"Fracture Characterization by Integrating Seismic-Derived Attributes including Anisotropy and Diffraction Imaging with Borehole Fracture Data in an Offshore Carbonate Field, United Arab Emirates","year":2015,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ExxonMobil (Canada)","funders":"Abu Dhabi National Oil Company","keywords":"Geology; Borehole; Overburden; Seismology; Anisotropy; Fracture (geology); Petrophysics; Gemology; Submarine pipeline; Petrology; Economic geology; Reservoir modeling; Engineering geology; Geotechnical engineering; Tectonics","score_opus":0.025563184609706895,"score_gpt":0.2574670363413435,"score_spread":0.2319038517316366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273801783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360068,0.00015175485,0.037439503,0.025358858,0.00014431012,0.00010948874,0.00021064776,0.00028958512,0.00028908058],"genre_scores_gemma":[0.98971546,0.00008532076,0.0014450935,0.0035291512,0.000049354665,0.0000043285922,0.0051220735,0.000008640572,0.00004058884],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986289,0.000066067776,0.0002648815,0.0005195095,0.00026852428,0.00025208987],"domain_scores_gemma":[0.99902284,0.00009981451,0.0002251041,0.0003347491,0.00023253416,0.00008494874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024125136,0.00022613654,0.00021207776,0.0005356659,0.00011360002,0.00019298035,0.0006770525,0.00018770527,0.00007850397],"category_scores_gemma":[0.0002390244,0.00018872802,0.000011564232,0.00029831013,0.0001631712,0.0012301606,0.00010065031,0.00061738427,0.000004466226],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001293064,0.000037553906,0.9689455,0.000006652255,0.000024556459,0.000031395153,0.0002541613,0.0004905826,0.0066319383,0.00008167433,0.0012558156,0.022110863],"study_design_scores_gemma":[0.00067893916,0.00020115684,0.045480467,0.00013982355,0.000014444497,0.000060187784,0.0018376058,0.91330695,0.008559225,0.0013796894,0.028013168,0.00032835169],"about_ca_topic_score_codex":0.0034420073,"about_ca_topic_score_gemma":0.0002795239,"teacher_disagreement_score":0.923465,"about_ca_system_score_codex":0.000034469882,"about_ca_system_score_gemma":0.000081644976,"threshold_uncertainty_score":0.7696105},"labels":[],"label_agreement":null},{"id":"W2275000294","doi":"10.14288/1.0052560","title":"Improved teleseismic Green's functions and western Canada mantle structure and evolution","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Mantle (geology); Seismology; Paleontology","score_opus":0.004722086250525545,"score_gpt":0.13585281543274463,"score_spread":0.13113072918221907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275000294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998499,0.00026923255,0.00021160785,0.00020362156,0.00008000382,0.00007443847,0.00037505996,0.000038117127,0.00024891325],"genre_scores_gemma":[0.9980806,0.00011099749,0.00018415393,0.00014897402,0.000014721005,1.8814521e-8,0.00003560727,0.0000019454378,0.0014229821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994914,0.000022250315,0.000052830947,0.00019595548,0.000106435866,0.0001311295],"domain_scores_gemma":[0.99971694,0.00001768312,0.000045643577,0.00008841776,0.000043319324,0.00008798984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036904574,0.000031159463,0.00010977076,0.000027112183,0.00033411826,0.000022709497,0.00008429204,0.00004786598,0.000108202716],"category_scores_gemma":[0.0000049065534,0.000087572414,0.000016805618,0.000093571194,0.0003071072,0.00021617096,0.000021329663,0.000086733075,0.0000014125704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005012504,0.0000044300887,0.6733587,0.000023314326,0.000010258626,0.000051912473,0.000050481034,0.000003791691,0.000037479746,8.101143e-8,0.009153174,0.3173014],"study_design_scores_gemma":[0.00024319341,0.000047031495,0.9933825,0.000019170382,0.000011858746,0.00030684643,0.00074144005,0.0038160027,0.0000012936202,0.00007445028,0.0012558094,0.00010036404],"about_ca_topic_score_codex":0.99725556,"about_ca_topic_score_gemma":0.9931907,"teacher_disagreement_score":0.32002386,"about_ca_system_score_codex":0.000013497776,"about_ca_system_score_gemma":0.00011184094,"threshold_uncertainty_score":0.35710993},"labels":[],"label_agreement":null},{"id":"W2275958195","doi":"10.1093/gji/ggv316","title":"Linear traveltime perturbation interpolation: a novel method to compute 3-D traveltimes","year":2015,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perturbation (astronomy); Interpolation (computer graphics); Linear interpolation; Bilinear interpolation; Geology; Computation; Classification of discontinuities; Boundary (topology); Geophysics; Homogeneous; Mathematical analysis; Mathematics; Algorithm; Physics; Classical mechanics; Combinatorics","score_opus":0.036436254308647574,"score_gpt":0.2926768467823968,"score_spread":0.25624059247374925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275958195","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015540936,0.000025298805,0.95663506,0.010495026,0.0015438646,0.00010402425,0.000051575957,0.000096265896,0.0155079225],"genre_scores_gemma":[0.51011264,0.0000044247386,0.47697917,0.006597649,0.0024035724,0.0000012114788,0.0001150841,0.00000893027,0.0037773324],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986931,0.0000695101,0.00028357486,0.0002023281,0.0005539617,0.00019752546],"domain_scores_gemma":[0.9990565,0.00010706899,0.000109963854,0.00008814693,0.00030922834,0.00032908568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000476255,0.00013431106,0.00015391661,0.00019155025,0.00009971818,0.00016068062,0.00038135698,0.00004902601,0.0008285125],"category_scores_gemma":[0.00009418227,0.00011001987,0.00010755644,0.00016409862,0.00003415493,0.00040724408,0.000024268576,0.0002829543,0.00058319216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052602653,0.00030367987,0.0050846376,0.000006473737,0.00025218556,0.00005719242,0.0040708384,0.014793831,0.002609198,0.0031099897,0.18853827,0.7806477],"study_design_scores_gemma":[0.0005298091,0.00025685248,0.011897765,0.00003503142,0.000012752081,0.00039284327,0.00021875804,0.88455266,0.0006860829,0.007699793,0.09351495,0.0002026802],"about_ca_topic_score_codex":0.0004847067,"about_ca_topic_score_gemma":0.0000031171353,"teacher_disagreement_score":0.86975884,"about_ca_system_score_codex":0.000025484585,"about_ca_system_score_gemma":0.00008533662,"threshold_uncertainty_score":0.9071631},"labels":[],"label_agreement":null},{"id":"W2278226639","doi":"10.1190/segam2015-5876914.1","title":"A little case study of offset-dependent synthetic seismogram responses.","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Offset (computer science); Computer science; Seismogram; Geology; Seismology; Programming language","score_opus":0.04623666337104909,"score_gpt":0.2679015974162832,"score_spread":0.22166493404523413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278226639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98966473,0.00010535798,0.00018172365,0.00020043454,0.0001554698,0.00019281683,0.00001348235,0.00013559045,0.009350393],"genre_scores_gemma":[0.9970971,0.000004002617,0.0006580966,0.00038233332,0.000016708924,0.0000010820368,0.000004149118,0.0000023775688,0.0018341677],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990626,0.00015197281,0.0001911737,0.00017628456,0.00026755172,0.00015041057],"domain_scores_gemma":[0.99938655,0.00010111969,0.00005386282,0.0002601706,0.00006547913,0.00013281283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000618861,0.00008512644,0.00013430002,0.000121113546,0.000053646683,0.000024044632,0.0001371442,0.000033653505,0.0005954063],"category_scores_gemma":[0.00008145112,0.000062966385,0.000029068864,0.00015279301,0.000053989945,0.00010183327,0.000016262877,0.00008146919,0.00010872789],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003972499,0.00084933836,0.43704182,0.000026234502,0.00006929877,0.004372736,0.009194202,0.00044770297,0.000023947028,0.000029627401,0.06927625,0.47827157],"study_design_scores_gemma":[0.008017371,0.016842935,0.023561964,0.00012642918,0.00032296873,0.024773829,0.47291708,0.27043545,0.014133302,0.0034668045,0.16333146,0.0020704002],"about_ca_topic_score_codex":0.08550663,"about_ca_topic_score_gemma":0.0004941998,"teacher_disagreement_score":0.47620118,"about_ca_system_score_codex":0.000004099199,"about_ca_system_score_gemma":0.000056258905,"threshold_uncertainty_score":0.92058307},"labels":[],"label_agreement":null},{"id":"W2279171410","doi":"10.5072/prism/24800","title":"A Multicomponent Seismic Investigation of Natural and Induced Fracturing, Saskatchewan, Canada","year":2013,"lang":"en","type":"article","venue":"Mathematical Systems Theory","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Geology; Seismology; Hydraulic fracturing; Petroleum engineering; Paleontology","score_opus":0.008567149587018664,"score_gpt":0.18176553411931548,"score_spread":0.17319838453229683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279171410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974647,0.00024821414,0.0007366105,0.00018833585,0.00014833623,0.00026675404,0.000006061119,0.000047184316,0.0008938018],"genre_scores_gemma":[0.998679,0.0000012811389,0.00058640464,0.00041867627,0.000024481456,0.0000039852684,0.0000086093105,0.0000034058517,0.0002741762],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909276,0.00013811048,0.00026833557,0.00013277247,0.00021292699,0.0001550805],"domain_scores_gemma":[0.99927074,0.00034111328,0.00010751603,0.00014066976,0.000037117687,0.00010285621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036224964,0.00010468279,0.00019988802,0.00004226884,0.000055387314,0.0000350008,0.00010923033,0.000046072757,0.00027191243],"category_scores_gemma":[0.000059584512,0.00007321288,0.000020989668,0.000051112886,0.00008357859,0.000116672854,0.000012702353,0.000116954805,0.000035143108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029397866,0.00030694634,0.23711419,0.013549967,0.00096021174,0.00009719003,0.04421912,0.0013753438,0.07619216,0.033939075,0.1129694,0.47898242],"study_design_scores_gemma":[0.0006864116,0.0001479426,0.070337236,0.0009479224,0.000058456924,0.00013734058,0.016095096,0.7362317,0.036841348,0.13650647,0.0012504548,0.0007596483],"about_ca_topic_score_codex":0.55917907,"about_ca_topic_score_gemma":0.005540608,"teacher_disagreement_score":0.7348563,"about_ca_system_score_codex":0.000010573819,"about_ca_system_score_gemma":0.00006595432,"threshold_uncertainty_score":0.44375643},"labels":[],"label_agreement":null},{"id":"W2282185636","doi":"10.5072/prism/16969","title":"Imaging and fracture characterization of anisotropic formations in overthrust areas: applications in the Alberta foothills","year":2010,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foothills; Geology; Characterization (materials science); Anisotropy; Fracture (geology); Mining engineering; Archaeology; Paleontology; Geography; Cartography; Materials science; Physics","score_opus":0.008786651802034428,"score_gpt":0.24591760148285124,"score_spread":0.23713094968081683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282185636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9594794,0.0001230765,0.00008544037,0.00089054764,0.000103352686,0.0012922165,0.0006267321,0.000002658539,0.03739659],"genre_scores_gemma":[0.97525185,0.00011052894,0.000737097,0.00050360546,0.000027696402,0.000025523143,0.022458177,0.0000050604226,0.0008804457],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993054,0.000041786574,0.00024848583,0.00018235152,0.00011270131,0.00010923756],"domain_scores_gemma":[0.9994373,0.00012674136,0.00019825116,0.00018711406,0.000029296754,0.000021313917],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016112487,0.00011452001,0.00015680226,0.00016111351,0.00008467237,0.0001258181,0.00035424865,0.00011234443,0.002583852],"category_scores_gemma":[0.00003192822,0.000084793515,0.000020656113,0.0002005636,0.000032461412,0.0004036486,0.000008868843,0.0002861006,0.00001996176],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047169146,0.000094730094,0.20373783,0.000082489394,0.00001215062,0.0000030921574,0.019334031,0.000012685516,0.001006862,0.000043894677,0.0016457367,0.7739793],"study_design_scores_gemma":[0.00022550763,0.000020807054,0.7588251,0.00018455759,0.000020222806,0.000007005197,0.003934461,0.0026196681,0.0024959526,0.00041161253,0.23103651,0.00021855773],"about_ca_topic_score_codex":0.00968014,"about_ca_topic_score_gemma":0.0143298395,"teacher_disagreement_score":0.7737608,"about_ca_system_score_codex":0.0000033552078,"about_ca_system_score_gemma":0.000059325463,"threshold_uncertainty_score":0.9983279},"labels":[],"label_agreement":null},{"id":"W2282604071","doi":"10.1093/gji/ggv251","title":"Distribution of melt along the East Pacific Rise from 9°30′ to 10°N from an amplitude variation with angle of incidence (AVA) technique","year":2015,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Volcano; Lava; Amplitude; Magma; Seismology; Crust; Longitude; Mineralogy; Geodesy; Latitude; Petrology; Geophysics; Optics","score_opus":0.015715300417186977,"score_gpt":0.2397827556312699,"score_spread":0.22406745521408294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282604071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9016914,0.000026603097,0.09570728,0.0012888425,0.0001951685,0.000106472784,0.0005406585,0.000024607993,0.00041899303],"genre_scores_gemma":[0.99472046,0.000004653344,0.0044801184,0.00015637747,0.0002805855,0.0000019583401,0.00032356108,0.0000028503084,0.000029459447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987668,0.00011069473,0.00026366557,0.00015438891,0.0005903265,0.00011413059],"domain_scores_gemma":[0.99896467,0.00010866568,0.00024268529,0.00015354039,0.00039424674,0.00013621461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035258918,0.00009399006,0.00013865704,0.00005289278,0.00006543865,0.00006916452,0.00041699386,0.000039621093,0.0005450825],"category_scores_gemma":[0.00010383986,0.00006091683,0.000047069083,0.00013535711,0.0000969346,0.00040196104,0.000023968703,0.00017785496,0.00004393152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038521818,0.0011711369,0.6404259,0.000018016546,0.0006798837,0.00009813099,0.010286794,0.0091093555,0.02585003,0.0020923186,0.060272034,0.2461442],"study_design_scores_gemma":[0.00047224484,0.0006908092,0.930076,0.00015263006,0.000043206488,0.00003318457,0.0008637878,0.024389226,0.014202014,0.023553243,0.005312042,0.0002115927],"about_ca_topic_score_codex":0.019733422,"about_ca_topic_score_gemma":0.000086960754,"teacher_disagreement_score":0.2896501,"about_ca_system_score_codex":0.000023375966,"about_ca_system_score_gemma":0.0000880082,"threshold_uncertainty_score":0.98679423},"labels":[],"label_agreement":null},{"id":"W2282855270","doi":"10.5072/prism/15985","title":"Prestack Vp/Vs scanning and automatic PS to PP time mapping using multicomponent seismic data","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Offset (computer science); Algorithm; Prestack; Function (biology); Geology; Realization (probability); Seismology; Computer science; Mathematics; Statistics","score_opus":0.037155180607924415,"score_gpt":0.26815539804568334,"score_spread":0.23100021743775892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282855270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918212,0.0008221806,0.0013661342,0.0003672202,0.00049341784,0.00059315894,0.00016151456,0.00050662,0.0038685333],"genre_scores_gemma":[0.8239237,0.00021462543,0.14156573,0.0044256137,0.00025574403,0.0000038038845,0.018127779,0.00005367189,0.011429319],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982755,0.000054867214,0.0003639464,0.0006224194,0.0003249599,0.00035828256],"domain_scores_gemma":[0.999023,0.00007545816,0.00015724018,0.0005196869,0.00004096621,0.00018361269],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031912676,0.0003019632,0.00035332202,0.0002659052,0.00021075775,0.00020900139,0.00053833437,0.00015334411,0.0007029774],"category_scores_gemma":[0.000057563015,0.0002707795,0.000038241993,0.0001902204,0.000035534114,0.0003909866,0.000055362052,0.00023849201,0.00039141774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017587414,0.000105405496,0.010255275,0.0023736046,0.0003034065,0.0001316892,0.009473457,0.01928925,0.0036134676,0.0000071082563,0.13783324,0.8164382],"study_design_scores_gemma":[0.00015691941,0.00003980589,0.0053582494,0.000929526,0.000048584407,0.000023428123,0.0007151486,0.9791119,0.00047397867,0.00007368042,0.0126648545,0.00040391806],"about_ca_topic_score_codex":0.01810236,"about_ca_topic_score_gemma":0.000106899686,"teacher_disagreement_score":0.95982265,"about_ca_system_score_codex":0.000022420956,"about_ca_system_score_gemma":0.00015620016,"threshold_uncertainty_score":0.9999744},"labels":[],"label_agreement":null},{"id":"W2283197779","doi":"10.3997/2214-4609.201412978","title":"Off the Grid Tensor Completion for Seismic Data Interpolation","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interpolation (computer graphics); Sampling (signal processing); Computer science; Tensor (intrinsic definition); Grid; Algorithm; Matrix completion; Operator (biology); Nyquist–Shannon sampling theorem; Curse of dimensionality; Set (abstract data type); Rank (graph theory); Data set; Data mining; Theoretical computer science; Mathematical optimization; Mathematics; Artificial intelligence; Filter (signal processing); Computer vision; Geometry","score_opus":0.09463824756752559,"score_gpt":0.27343144689897214,"score_spread":0.17879319933144655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283197779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73822373,0.0025942088,0.047636926,0.08808667,0.004993427,0.003452508,0.001389056,0.0020908355,0.111532636],"genre_scores_gemma":[0.99104536,0.000020411066,0.0043511083,0.0035492985,0.00034176014,0.000002678158,0.0003978681,0.0000034275245,0.0002880678],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994243,0.0000055191736,0.00010952652,0.00018014574,0.00014427409,0.00013623048],"domain_scores_gemma":[0.9996105,0.000039661278,0.000063920066,0.00011371483,0.00012170708,0.000050505256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005980397,0.00006647444,0.000070287155,0.000040171002,0.00011934923,0.000085982276,0.00038847176,0.000027253873,0.000054910084],"category_scores_gemma":[0.00017136867,0.000042757096,0.00001756797,0.000091927795,0.000055044406,0.00041858657,0.000027477705,0.000072089424,0.00007551914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040991366,0.000004885719,0.03123621,0.000012949815,0.00000520509,9.61755e-8,0.00041000443,0.000008514873,0.000034170913,0.00008644859,0.88448995,0.08367055],"study_design_scores_gemma":[0.00009637069,0.000050145958,0.002181626,0.000009326579,0.0000072873604,0.000007751932,0.00044250354,0.537174,0.00011993597,0.0013993535,0.45846123,0.000050479353],"about_ca_topic_score_codex":0.0007161142,"about_ca_topic_score_gemma":0.000005691935,"teacher_disagreement_score":0.53716546,"about_ca_system_score_codex":0.0000041803023,"about_ca_system_score_gemma":0.000020727219,"threshold_uncertainty_score":0.17435837},"labels":[],"label_agreement":null},{"id":"W2284497394","doi":"10.11575/prism/26569","title":"Integrated Interpretation of Microseismic with Surface Seismic Data in a Tight Gas Reservoir, Central Alberta, Canada","year":2015,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Microseismic Industry Consortium; ConocoPhillips","keywords":"Microseism; Tight gas; Seismology; Geology; Interpretation (philosophy); Petroleum engineering; Hydraulic fracturing; Computer science","score_opus":0.009290019256213826,"score_gpt":0.19372422136577302,"score_spread":0.1844342021095592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284497394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873754,0.0004600311,0.002006256,0.00030433328,0.0002315763,0.00027231852,0.00007166859,0.000025285844,0.009253145],"genre_scores_gemma":[0.9682667,0.00021998544,0.008849994,0.00012400557,0.0000057089146,5.8477166e-8,0.014112578,0.000012068816,0.00840889],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985335,0.0001285269,0.00024150698,0.00040424388,0.0004171268,0.00027512547],"domain_scores_gemma":[0.998779,0.000097666605,0.00036394325,0.0004774261,0.00016020797,0.00012173239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023531982,0.00021595374,0.0004274499,0.0002046715,0.000058438436,0.000011993795,0.0009119641,0.00017739559,0.00029450288],"category_scores_gemma":[0.000044278717,0.00021861769,0.000040583538,0.00031113243,0.0001158911,0.0003586796,0.00003595966,0.00037970292,0.00000662737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058922963,0.00018285037,0.115916856,0.0011810232,0.00039228715,0.0003308496,0.017109785,0.0012391348,0.0002654733,0.000015094992,0.31310976,0.5443646],"study_design_scores_gemma":[0.00072613463,0.00014977781,0.02449973,0.0006640538,0.00009977842,0.0000064357214,0.0025989555,0.93702763,0.0005890378,0.00014242467,0.033120338,0.00037567338],"about_ca_topic_score_codex":0.9908781,"about_ca_topic_score_gemma":0.8967285,"teacher_disagreement_score":0.9357885,"about_ca_system_score_codex":0.00007176903,"about_ca_system_score_gemma":0.001851488,"threshold_uncertainty_score":0.8914971},"labels":[],"label_agreement":null},{"id":"W2285145583","doi":"10.14288/1.0165914","title":"Studies of seismic deconvolution and low-frequency earthquakes","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deconvolution; Seismology; Geology; Mathematics; Statistics","score_opus":0.009890306612558254,"score_gpt":0.17638239550004367,"score_spread":0.16649208888748543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285145583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99664783,0.0008542064,0.00047396394,0.00012151788,0.00008444786,0.00006773162,0.000054289445,0.000049417537,0.0016466171],"genre_scores_gemma":[0.99809873,0.00052990305,0.00102441,0.000112750364,0.000012181318,2.6052929e-8,0.000012064231,0.0000017512356,0.00020817367],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994109,0.000058007266,0.000095364456,0.00018583643,0.00012265496,0.00012718674],"domain_scores_gemma":[0.99955416,0.00007236477,0.00009863065,0.000120143624,0.00010056366,0.000054143275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023676218,0.000030078478,0.00019101854,0.00004315605,0.00013780013,0.000018600094,0.00013253561,0.00003920228,0.00010612977],"category_scores_gemma":[0.000045724835,0.00008661549,0.000045371937,0.000114795585,0.00062667794,0.0002482791,0.000019782896,0.000059144182,0.0000117334475],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033460751,0.00001077221,0.19939378,0.00009127853,0.000019214656,0.0000054326642,0.00016450656,0.000013675703,0.00006216875,0.0000020218736,0.003008866,0.79722494],"study_design_scores_gemma":[0.00028013196,0.00010580328,0.9885078,0.00014427563,0.000018956494,0.000022448901,0.0016967163,0.0067984187,0.000012549507,0.0019475424,0.00036615095,0.00009919851],"about_ca_topic_score_codex":0.26262805,"about_ca_topic_score_gemma":0.08333542,"teacher_disagreement_score":0.79712576,"about_ca_system_score_codex":0.000004207402,"about_ca_system_score_gemma":0.000021552945,"threshold_uncertainty_score":0.93339133},"labels":[],"label_agreement":null},{"id":"W2285527526","doi":"10.1190/geo2015-0173.1","title":"Representative elementary volumes for evaluating effective seismic properties of heterogeneous poroelastic media","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Université de Lausanne; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Poromechanics; Attenuation; Geology; Mesoscopic physics; Porous medium; Seismic wave; Mechanics; Dissipation; Geophysics; Geotechnical engineering; Porosity; Physics; Optics","score_opus":0.024678795516324632,"score_gpt":0.2528469146276915,"score_spread":0.22816811911136686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285527526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930587,0.00018373178,0.0055286796,0.00018591233,0.00024353244,0.00046485,0.00015066704,0.000065934866,0.000118016265],"genre_scores_gemma":[0.9976647,0.000019623503,0.001747464,0.00030301086,0.000100543875,0.000015840267,0.00003160622,0.0000054770585,0.00011175132],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990707,0.000084258434,0.00018906682,0.00022770022,0.00021048852,0.00021779604],"domain_scores_gemma":[0.9991311,0.0004302503,0.00012806994,0.0001561294,0.000111217276,0.00004327306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002167962,0.00011610746,0.00017567475,0.00004563544,0.000087937995,0.00001054104,0.00014160373,0.000027477974,0.00010473053],"category_scores_gemma":[0.00016805332,0.000073053954,0.000080408696,0.00007796563,0.0001484703,0.00017373134,0.000017090531,0.000041151074,0.00004037337],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025130215,0.000037868158,0.03093766,0.000109224755,0.00011414357,0.0000023255398,0.0015978084,0.00049792003,0.019618325,0.000019979461,0.0040167663,0.94279665],"study_design_scores_gemma":[0.0014367269,0.001511545,0.0193623,0.00040768823,0.00013239244,0.000011878186,0.00091683725,0.11542342,0.8396915,0.01960894,0.001022216,0.00047451523],"about_ca_topic_score_codex":0.0012809443,"about_ca_topic_score_gemma":0.000013984251,"teacher_disagreement_score":0.94232213,"about_ca_system_score_codex":0.000009002714,"about_ca_system_score_gemma":0.000038768336,"threshold_uncertainty_score":0.2979054},"labels":[],"label_agreement":null},{"id":"W2288875061","doi":"10.1190/tle35030226.1","title":"Introduction to the special section: Subsalt imaging","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Special section; Section (typography); Geophysical imaging; Geology; Seismology; Computer science; Engineering; Engineering physics","score_opus":0.012289398680802555,"score_gpt":0.21594378565058137,"score_spread":0.2036543869697788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288875061","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.114221,0.00027954148,0.0119681405,0.7742197,0.023542183,0.0005408172,0.000018629607,0.0006354146,0.0745746],"genre_scores_gemma":[0.91276336,0.000038922826,0.0002185525,0.007760373,0.061107934,0.0000031034572,0.0000047932044,0.000005937159,0.018096998],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937826,0.000068502995,0.000085755666,0.0001575909,0.00012482495,0.00018504394],"domain_scores_gemma":[0.9995789,0.00009646189,0.000029566207,0.00023531125,0.000023430044,0.000036315156],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00052636146,0.00006817809,0.000057586807,0.00004686711,0.00032199474,0.000058155736,0.00024806554,0.00001542519,0.0014937555],"category_scores_gemma":[0.000069506845,0.00002840592,0.00003170437,0.00017400383,0.00008343994,0.00015034144,0.000012636969,0.000097286036,0.0030741454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000084111925,9.647127e-7,0.0037622943,6.00743e-7,0.0000018676726,4.7390066e-7,0.00021799226,0.000011008598,0.00019990324,0.00006598849,0.74010235,0.2556281],"study_design_scores_gemma":[0.000045101533,0.000017534823,0.0057703834,0.000009594108,0.0000046883774,0.000028945524,0.00009150746,0.00032352962,0.0031516745,0.00046391686,0.99002904,0.00006405912],"about_ca_topic_score_codex":0.0003162274,"about_ca_topic_score_gemma":0.000060861425,"teacher_disagreement_score":0.7985424,"about_ca_system_score_codex":0.000010777202,"about_ca_system_score_gemma":0.00001212845,"threshold_uncertainty_score":0.99941903},"labels":[],"label_agreement":null},{"id":"W2289032697","doi":"10.3997/2214-4609.201412588","title":"Source Estimation for Wavefield Reconstruction Inversion","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Wavelet; Algorithm; Waveform; Computer science; Iterative reconstruction; Geology; Artificial intelligence; Seismology; Telecommunications","score_opus":0.028832026424574712,"score_gpt":0.2243664245521291,"score_spread":0.19553439812755438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289032697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8950734,0.00012718145,0.037524562,0.0036349704,0.00089214736,0.00044159466,0.000009001931,0.00066621543,0.061630886],"genre_scores_gemma":[0.96570563,0.0000075731546,0.03251494,0.0010103951,0.00009876088,0.0000021008102,0.000021680957,0.0000025609263,0.00063633115],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954814,0.0000024471383,0.00009050811,0.00013161551,0.000107432774,0.00011983319],"domain_scores_gemma":[0.99971867,0.000019422805,0.00005301213,0.000029858082,0.000102168706,0.00007689773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024264852,0.000058753238,0.0000621225,0.00006921545,0.00008541961,0.000047595495,0.00007202085,0.000048642298,0.00006955838],"category_scores_gemma":[0.00014615068,0.000051694282,0.00002451581,0.00009040967,0.000031157288,0.00038122534,0.000004614515,0.000055131815,0.00006587368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035722915,0.000002893206,0.028024636,0.00002031042,0.0000024889107,5.3450155e-8,0.0003697844,0.000046231085,0.00004643019,0.000082884195,0.111325115,0.86004347],"study_design_scores_gemma":[0.0002914848,0.00016915088,0.00041375236,0.000031860673,0.000010234908,0.000028586868,0.0010436538,0.8734988,0.009006227,0.011827427,0.10354774,0.00013106095],"about_ca_topic_score_codex":0.00041964115,"about_ca_topic_score_gemma":0.0000014545518,"teacher_disagreement_score":0.8734526,"about_ca_system_score_codex":0.000006783558,"about_ca_system_score_gemma":0.000018670587,"threshold_uncertainty_score":0.21080317},"labels":[],"label_agreement":null},{"id":"W2289184772","doi":"10.1190/tle35030240.1","title":"Isotropic and anisotropic velocity-model building for subsalt seismic imaging","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Isotropy; Geology; Anisotropy; Deformation (meteorology); Seismic velocity; Stress (linguistics); Mechanics; Geotechnical engineering; Geometry; Seismology; Physics; Optics; Mathematics","score_opus":0.018531801019175457,"score_gpt":0.2416197786175443,"score_spread":0.22308797759836885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289184772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63928837,0.0010779097,0.33861694,0.017247792,0.0005000038,0.00031795958,0.000048426282,0.0003920731,0.0025105402],"genre_scores_gemma":[0.9886237,0.00011208406,0.006306128,0.002836132,0.00013973979,0.0000027999984,0.0000037977504,0.000007874968,0.0019677763],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918294,0.000034264835,0.00013567202,0.0002370618,0.000089593996,0.00032044854],"domain_scores_gemma":[0.9994329,0.00023303165,0.00005926315,0.00018856514,0.000025645351,0.000060559283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030993897,0.00012023561,0.00013570821,0.00006987926,0.00032222838,0.00006081112,0.00024084297,0.000032316315,0.000036325935],"category_scores_gemma":[0.00006309024,0.0000686626,0.000045854198,0.00007463701,0.00016431377,0.00022531548,0.000020529344,0.00008426976,0.00007476515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005139401,0.000010357433,0.09204079,0.000059408005,0.000028737973,0.000004310119,0.0008652504,0.00024112733,0.006725484,0.0037321197,0.09952458,0.79671645],"study_design_scores_gemma":[0.0007960956,0.00008724858,0.007952626,0.00015431535,0.00003892818,0.000048370537,0.0001164191,0.81438315,0.010099679,0.054861844,0.11104701,0.000414306],"about_ca_topic_score_codex":0.00021174047,"about_ca_topic_score_gemma":0.0000054287725,"teacher_disagreement_score":0.81414205,"about_ca_system_score_codex":0.000011460876,"about_ca_system_score_gemma":0.000023480714,"threshold_uncertainty_score":0.27999797},"labels":[],"label_agreement":null},{"id":"W2289383579","doi":"10.3997/2214-4609.201600006","title":"More Microseismic Events are Not Always Better","year":2016,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Microseism; Geology; Slip (aerodynamics); Seismology; Cauchy stress tensor; Bed; Geodesy; Petrology; Physics; Anisotropy; Optics","score_opus":0.013817385595566823,"score_gpt":0.20952895536932928,"score_spread":0.19571156977376244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289383579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97484374,0.00007383744,0.0001392346,0.018090546,0.00020627328,0.000108293105,0.00004425543,0.0002980245,0.0061957864],"genre_scores_gemma":[0.98334354,0.00004841102,0.001153574,0.013436515,0.00013457761,0.0000017174042,0.000005181225,0.0000056013514,0.0018709096],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990984,0.0000038965495,0.00013650613,0.0002654257,0.00020176008,0.00029398335],"domain_scores_gemma":[0.999661,0.000024456254,0.00008565152,0.00007454545,0.00006316847,0.000091170405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015597827,0.00012618204,0.000118693686,0.00008511039,0.000112954025,0.000035649704,0.00024659425,0.000060169124,0.00083393906],"category_scores_gemma":[0.000041157935,0.00007891789,0.000052120555,0.00010528828,0.00007772955,0.0003701349,0.000017554277,0.000082707935,0.0008326782],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022419363,0.00000864682,0.6757307,0.000019237119,0.000007925458,0.0000027250449,0.00017099861,1.00798204e-7,0.0046850927,0.000014048741,0.16015054,0.15918756],"study_design_scores_gemma":[0.00055230554,0.000094169416,0.30203512,0.00024466094,0.00001788784,0.000049812832,0.0002686992,0.0009512421,0.15010935,0.003440364,0.54176694,0.00046948358],"about_ca_topic_score_codex":0.00029479258,"about_ca_topic_score_gemma":0.0000011412017,"teacher_disagreement_score":0.38161635,"about_ca_system_score_codex":0.0000073701617,"about_ca_system_score_gemma":0.000010735311,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W2290808133","doi":"10.11575/prism/27738","title":"Seismic Depth Imaging in Anisotropic Media","year":2014,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geophysical imaging; Geology; Seismology; Anisotropy; Optics; Physics","score_opus":0.00722407133078138,"score_gpt":0.18804157497873691,"score_spread":0.18081750364795554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290808133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8074185,0.0015346793,0.024909917,0.00047382317,0.0010821898,0.00033001226,0.0000046894456,0.00025081073,0.16399536],"genre_scores_gemma":[0.978813,0.000621706,0.013340181,0.00034759694,0.00003216195,9.006756e-8,0.0015108258,0.000012002754,0.005322465],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989426,0.000079598394,0.00015619022,0.00030888384,0.00026898424,0.00024370382],"domain_scores_gemma":[0.9993914,0.00007781385,0.00019470949,0.00020777446,0.00004079619,0.000087529545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001711168,0.00017738459,0.0003130274,0.00041616624,0.000098044344,0.000013817374,0.0004243536,0.00016610921,0.00091144524],"category_scores_gemma":[0.000026859148,0.00021149397,0.000107022395,0.00015953406,0.000088077286,0.00019432786,0.000013504075,0.00031912047,0.00013460586],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006739063,0.000014005049,0.08272641,0.00008400321,0.0000102419635,0.000045033743,0.0014144222,0.0000048054744,0.000015993284,0.000029259018,0.009675302,0.9059131],"study_design_scores_gemma":[0.0006162117,0.000047599922,0.6671302,0.00025570366,0.000060735474,0.000005100148,0.00095913315,0.28106043,0.0002444869,0.0018923348,0.04728842,0.0004396648],"about_ca_topic_score_codex":0.040294796,"about_ca_topic_score_gemma":0.0014073552,"teacher_disagreement_score":0.9054735,"about_ca_system_score_codex":0.000015484857,"about_ca_system_score_gemma":0.00009790183,"threshold_uncertainty_score":0.9979686},"labels":[],"label_agreement":null},{"id":"W2291343573","doi":"10.1093/gji/ggv548","title":"Attenuation of elastic waves in bentonite and monitoring of radioactive waste repositories","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bentonite; Attenuation; Radioactive waste; Viscoelasticity; Geology; Geotechnical engineering; Materials science; Soil science; Environmental science; Physics; Waste management; Engineering; Composite material","score_opus":0.010344867863640639,"score_gpt":0.231634648683577,"score_spread":0.22128978081993636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291343573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99744534,0.000054606677,0.0011403919,0.00041458604,0.00046329448,0.00001949291,0.000011558224,0.0000042665815,0.00044646344],"genre_scores_gemma":[0.99847937,0.00009848742,0.0010764819,0.000011387103,0.00023843966,1.5486079e-7,0.0000015791222,0.0000011313507,0.00009297485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999424,0.000029358042,0.00019364656,0.000070988746,0.00021234158,0.00006969973],"domain_scores_gemma":[0.9995331,0.0001602939,0.00014479095,0.000034736255,0.00009580594,0.00003125978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011283922,0.000046443954,0.00009074175,0.000106028936,0.000023207298,0.000012388387,0.00008164612,0.000018615718,0.000040802403],"category_scores_gemma":[0.00006466906,0.000030423322,0.000030139941,0.000053226533,0.00007966681,0.00029056464,0.000008866803,0.000069918744,0.0000021114454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001023076,0.000027308224,0.85867816,0.0000065524464,0.000036409412,0.000007256244,0.0003391663,0.00007271451,0.022577414,0.00027276203,0.00008587334,0.117794044],"study_design_scores_gemma":[0.00041477472,0.00015432044,0.88648295,0.0003163155,0.000009469916,0.000047482652,0.00035694957,0.0031203146,0.10327434,0.005536436,0.00020941437,0.000077252655],"about_ca_topic_score_codex":0.0002812069,"about_ca_topic_score_gemma":0.000001438206,"teacher_disagreement_score":0.1177168,"about_ca_system_score_codex":0.000008782753,"about_ca_system_score_gemma":0.00001546581,"threshold_uncertainty_score":0.12406271},"labels":[],"label_agreement":null},{"id":"W2292089642","doi":"10.1190/tle35030235.1","title":"Constrained waveform inversion for automatic salt flooding","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Geology; Waveform; Maxima and minima; Benchmark (surveying); Regional geology; Synthetic data; Algorithm; Geodesy; Seismology; Computer science; Mathematics","score_opus":0.024562156341807407,"score_gpt":0.23584836406945814,"score_spread":0.21128620772765072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292089642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8960451,0.0002400116,0.026943931,0.024017511,0.0019761804,0.00083174487,0.00010003143,0.0012426806,0.048602823],"genre_scores_gemma":[0.99344045,0.00001998312,0.0019202828,0.0018179275,0.00013595569,0.0000019555137,0.000009934012,0.000004119907,0.0026493936],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934775,0.00003140101,0.00012721335,0.0001373531,0.0001061496,0.0002501444],"domain_scores_gemma":[0.9992984,0.00040683147,0.00005608539,0.00016399246,0.000022331618,0.000052390613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046652628,0.000089567715,0.00010798871,0.000060672326,0.00025177217,0.000032667904,0.00023107036,0.00003977053,0.00040646014],"category_scores_gemma":[0.00012091557,0.00004309832,0.000058701055,0.000084331055,0.00014273971,0.00016751765,0.000010188006,0.000056739365,0.0005852117],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001707263,0.0000047632916,0.004215059,0.000029624443,0.000014524332,0.0000014449898,0.00044052437,0.000004270727,0.0019418953,0.0005324775,0.13140352,0.8613948],"study_design_scores_gemma":[0.0023804612,0.00057795976,0.0048428704,0.0008512336,0.00010866188,0.00009303371,0.00092486414,0.35546902,0.10431843,0.03826595,0.49123693,0.0009305941],"about_ca_topic_score_codex":0.00013139086,"about_ca_topic_score_gemma":0.00000825306,"teacher_disagreement_score":0.8604642,"about_ca_system_score_codex":0.000011013155,"about_ca_system_score_gemma":0.00002674219,"threshold_uncertainty_score":0.7521907},"labels":[],"label_agreement":null},{"id":"W2292859676","doi":"10.2523/iptc-18518-ms","title":"Processing of Sparsely and Irregularly Sampled 3D OBC Seismic Data Offshore Abu Dhabi","year":2015,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Geology; Interpolation (computer graphics); Aliasing; Sampling (signal processing); Frequency domain; Computer science; Acoustics; Seismology; Filter (signal processing); Telecommunications; Computer vision","score_opus":0.07970737972310422,"score_gpt":0.2658354349162255,"score_spread":0.1861280551931213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292859676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93993396,0.0012192387,0.030721685,0.011119805,0.0005418262,0.000142389,0.0003809379,0.0005095484,0.015430614],"genre_scores_gemma":[0.98946184,0.00006753523,0.009554075,0.00036509673,0.00003841327,0.0000015071482,0.00023174804,0.000004223397,0.0002755528],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879533,0.00002723022,0.00027037616,0.00039189312,0.000316526,0.00019866822],"domain_scores_gemma":[0.99904543,0.000042912015,0.00017932011,0.00039425932,0.00026384697,0.00007422353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032667513,0.00014113997,0.0002046662,0.0003686439,0.000054140422,0.00006490104,0.0011149744,0.00013715542,0.00017413282],"category_scores_gemma":[0.00021190442,0.0001274125,0.000017144068,0.00017080248,0.0004747043,0.00045830957,0.00015704082,0.0002339062,0.000029655163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088770685,0.000044914716,0.45561653,0.000027265463,0.000059881997,0.000022326089,0.00019360779,0.00014658105,0.00044354078,0.0014768707,0.008058259,0.53382146],"study_design_scores_gemma":[0.0006484039,0.00019695656,0.01988195,0.00013006442,0.000026276024,0.00016237677,0.00080036675,0.8812967,0.0018187774,0.015874019,0.07888118,0.00028291193],"about_ca_topic_score_codex":0.001170805,"about_ca_topic_score_gemma":0.00008851441,"teacher_disagreement_score":0.8811501,"about_ca_system_score_codex":0.000010135841,"about_ca_system_score_gemma":0.00018587367,"threshold_uncertainty_score":0.5195731},"labels":[],"label_agreement":null},{"id":"W2295376119","doi":"10.3997/2214-4609.201413453","title":"Rank Minimization via Alternating Optimization - Seismic Data Interpolation","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Interpolation (computer graphics); Minification; Rank (graph theory); Low-rank approximation; Matrix completion; Algorithm; Matrix decomposition; Matrix (chemical analysis); Optimization problem; Mathematical optimization; Mathematics; Artificial intelligence","score_opus":0.04442687833149712,"score_gpt":0.2525208497461144,"score_spread":0.20809397141461727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295376119","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10654253,0.00038422903,0.8146806,0.0035372144,0.0012102528,0.0005183019,0.00005880409,0.0011301955,0.071937874],"genre_scores_gemma":[0.94114554,0.00002529769,0.05688359,0.001071075,0.00017007308,7.464253e-7,0.00054802996,0.000005469558,0.00015016773],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991612,0.000009899898,0.00018232274,0.00026490452,0.00022911285,0.00015258524],"domain_scores_gemma":[0.9995142,0.000017045491,0.00012323105,0.00011569633,0.00014148881,0.00008832602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041078465,0.00009384331,0.00008758884,0.000113065864,0.00008375162,0.00012253302,0.00033961792,0.00004620108,0.00019882599],"category_scores_gemma":[0.00018286753,0.000086731045,0.000013233366,0.00020620484,0.00003153257,0.0013068224,0.000039254683,0.00008555713,0.000071775576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001389276,0.000039242856,0.26147884,0.00007594476,0.000032756478,0.00000320824,0.0029562835,0.058188617,0.00015254843,0.00006257916,0.22786479,0.44900626],"study_design_scores_gemma":[0.00018876926,0.00004003538,0.0002968934,0.000025051764,0.000009681128,0.000014473458,0.00027032898,0.98889047,0.00033713403,0.0005354601,0.009280369,0.000111349305],"about_ca_topic_score_codex":0.0011888911,"about_ca_topic_score_gemma":0.0000026791367,"teacher_disagreement_score":0.93070185,"about_ca_system_score_codex":0.000008097331,"about_ca_system_score_gemma":0.000026657384,"threshold_uncertainty_score":0.35367894},"labels":[],"label_agreement":null},{"id":"W2295930472","doi":"10.3997/2214-4609.201600031","title":"Pros and Cons of 2D Crooked Seismic Profiles for Deep Mineral Exploration - A Comparison with 3D Surveys in Geologically Complex Mining Environment","year":2016,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Mineralization (soil science); Mineral exploration; Seismology; Vertical seismic profile; Mineral deposit; Mining engineering; Geophysics; Geochemistry; Soil science","score_opus":0.040213159139524245,"score_gpt":0.231673282074032,"score_spread":0.19146012293450776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295930472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98183745,0.000050261882,0.016383758,0.00076423225,0.000014552348,0.00045725447,0.000020742347,0.00004285207,0.00042889442],"genre_scores_gemma":[0.97433996,0.000024274299,0.02535612,0.00013599308,0.000013100321,0.000020345942,0.000026854203,0.0000030349347,0.000080334954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927795,0.000022053944,0.00020092285,0.00021083176,0.000113134156,0.00017510948],"domain_scores_gemma":[0.9996806,0.000088640976,0.00012206554,0.000034930505,0.000032744385,0.000041011906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049666245,0.00009994012,0.00018097376,0.000072793926,0.00005502204,0.000021603608,0.000074345175,0.00004111359,0.000055736848],"category_scores_gemma":[0.000039096,0.000060297716,0.000013728233,0.000056837427,0.00019142941,0.00025414437,0.000010715645,0.000037640257,0.00000333104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008069049,0.000024156168,0.93431383,0.000054124357,0.0000057884718,3.9024684e-7,0.00090680737,0.000031153017,0.0032431702,0.000017442102,0.00088221167,0.060440216],"study_design_scores_gemma":[0.0019528753,0.0016628717,0.62866133,0.00024139222,0.000024219933,0.000014130807,0.0017978142,0.34497446,0.013179513,0.0010294503,0.006074629,0.00038732114],"about_ca_topic_score_codex":0.00025718,"about_ca_topic_score_gemma":0.000030772433,"teacher_disagreement_score":0.3449433,"about_ca_system_score_codex":0.0000056447116,"about_ca_system_score_gemma":0.000011495461,"threshold_uncertainty_score":0.24588695},"labels":[],"label_agreement":null},{"id":"W2297909014","doi":"10.1093/gji/ggv261","title":"Structure of thinned continental crust across the Orphan Basin from a dense wide-angle seismic profile and gravity data","year":2015,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Rift; Crust; Continental crust; Structural basin; Cretaceous; Sedimentary basin; Back-stripping; Seismic refraction; Seismology; Sedimentary rock; Basement; Paleontology; Continental margin; Tectonics; Sedimentary basin analysis","score_opus":0.023520793793498387,"score_gpt":0.26379812669398806,"score_spread":0.24027733290048967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297909014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99306494,0.00009805872,0.0004593157,0.0035144677,0.00061458803,0.00006063372,0.0019117644,0.000018249848,0.0002580003],"genre_scores_gemma":[0.9964788,0.000011646379,0.0010525034,0.0014497474,0.00038929743,1.339119e-7,0.0004435919,0.0000029286737,0.00017137433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896026,0.00008718118,0.00020356721,0.0001780153,0.0004207758,0.00015019381],"domain_scores_gemma":[0.9992297,0.00015509574,0.00016640873,0.00019124158,0.00014212122,0.00011538339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025738103,0.00009929322,0.00014070177,0.000027181639,0.00012631912,0.00014784587,0.00063895626,0.000039757197,0.00041263754],"category_scores_gemma":[0.00016361622,0.00006177863,0.000041513842,0.000063850064,0.0002038001,0.00042602763,0.00011219324,0.00029405617,0.000025438756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090534333,0.00019082385,0.4994088,0.000011501472,0.00040120402,0.000116289215,0.0035978912,0.00023908446,0.0036635066,0.00017684838,0.35985053,0.13143817],"study_design_scores_gemma":[0.0022072715,0.00032055564,0.5677486,0.00011680372,0.0000765449,0.00047065667,0.0028176575,0.29511398,0.012749603,0.060494643,0.05743863,0.00044504364],"about_ca_topic_score_codex":0.0065574665,"about_ca_topic_score_gemma":0.00009373616,"teacher_disagreement_score":0.3024119,"about_ca_system_score_codex":0.0000075102557,"about_ca_system_score_gemma":0.000057565336,"threshold_uncertainty_score":0.9912971},"labels":[],"label_agreement":null},{"id":"W2298006042","doi":"10.1190/int-2015-0109.1","title":"Reservoir characterization using microseismic facies analysis integrated with surface seismic attributes","year":2016,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Cenovus Energy; Microseismic Industry Consortium; University of Calgary","keywords":"Microseism; Facies; Geology; Reservoir modeling; Seismology; Sedimentary depositional environment; Curvature; Petrology; Geomorphology; Geotechnical engineering; Geometry; Structural basin","score_opus":0.015080759619761458,"score_gpt":0.2248578074286089,"score_spread":0.20977704780884743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298006042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66473544,0.000028651191,0.33424205,0.00046631697,0.000067712754,0.00007892122,0.00016353319,0.00012561781,0.00009175782],"genre_scores_gemma":[0.995818,0.000027871283,0.0024844434,0.00058784557,0.00001631727,6.577563e-7,0.0005618994,0.000005389171,0.00049757404],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990036,0.00010771358,0.00022412918,0.00027537643,0.00018260792,0.00020656215],"domain_scores_gemma":[0.999361,0.00010084243,0.00015297349,0.00018152146,0.00015019522,0.000053476568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019726511,0.00014827562,0.00018714016,0.00023101504,0.00011559488,0.00009502117,0.00016218652,0.00006018231,0.00047772998],"category_scores_gemma":[0.000042248666,0.00008942702,0.000067646804,0.00066791085,0.000106733765,0.0006631019,0.00000854235,0.00007167517,0.00008359576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039866255,0.000024431072,0.6962757,0.00002372586,0.00040201523,0.000009667108,0.0011513135,0.02279687,0.15843377,0.0000076253496,0.0006788304,0.11979735],"study_design_scores_gemma":[0.0002118097,0.00011218423,0.080520086,0.00013674809,0.0001514896,0.000010725111,0.00016784038,0.867024,0.048126735,0.00010114239,0.0031995564,0.00023766194],"about_ca_topic_score_codex":0.002899918,"about_ca_topic_score_gemma":0.000082830076,"teacher_disagreement_score":0.84422714,"about_ca_system_score_codex":0.000027815095,"about_ca_system_score_gemma":0.00004533841,"threshold_uncertainty_score":0.5230808},"labels":[],"label_agreement":null},{"id":"W2299041661","doi":"10.14288/1.0052387","title":"Seismic and mechanical attributes of lithospheric deformation and subduction in western Canada","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subduction; Geology; Lithosphere; Seismology; Deformation (meteorology); Tectonics","score_opus":0.008009848516277415,"score_gpt":0.14684163456613422,"score_spread":0.1388317860498568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299041661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99923664,0.00019697877,0.0002137637,0.00012414652,0.00004558532,0.000056000565,0.00005241615,0.000013653485,0.000060813472],"genre_scores_gemma":[0.9990963,0.0004292968,0.0003100249,0.000054078442,0.0000036136807,1.9761737e-8,0.000019970037,9.404789e-7,0.00008577182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996013,0.00002756972,0.00007443199,0.00011126126,0.00010082237,0.00008458043],"domain_scores_gemma":[0.9997944,0.00002229514,0.000056679786,0.0000510479,0.00003299475,0.000042555268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009422171,0.000020055266,0.000113331225,0.000019003588,0.00007907851,0.000009068037,0.000057121793,0.000035054174,0.000036032612],"category_scores_gemma":[0.000008848091,0.00005640793,0.000011752626,0.00011286563,0.00015524687,0.0002468694,0.000013204399,0.000052208172,5.3563696e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054567554,0.0000066852863,0.77966106,0.000031527336,0.0000032462242,0.000018876832,0.000104926294,0.00002291908,0.000010083737,1.10743706e-7,0.0015105846,0.21862452],"study_design_scores_gemma":[0.00023125297,0.000042503776,0.9882078,0.00004029402,0.000004303917,0.00013881164,0.0007295348,0.010185993,0.000008244215,0.00006822076,0.0002849278,0.00005809898],"about_ca_topic_score_codex":0.99131304,"about_ca_topic_score_gemma":0.973914,"teacher_disagreement_score":0.21856642,"about_ca_system_score_codex":0.00000957227,"about_ca_system_score_gemma":0.000062384104,"threshold_uncertainty_score":0.23002487},"labels":[],"label_agreement":null},{"id":"W230118322","doi":"10.2172/1002092","title":"Preliminary studies of tunnel interface response modeling using test data from underground storage facilities.","year":2010,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sandia National Laboratories; U.S. Department of Energy","keywords":"Geology; Seismology; Excavation; Geophysical imaging; Boundary (topology); Radioactive waste; Reflection (computer programming); Scale (ratio); Seismic zone; Geotechnical engineering; Mining engineering; Engineering; Induced seismicity; Computer science","score_opus":0.2391515689243514,"score_gpt":0.3544511337371182,"score_spread":0.11529956481276676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W230118322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89260924,0.039646283,0.02604586,0.0005009549,0.0048626,0.00070227607,0.016474117,0.0006260785,0.018532561],"genre_scores_gemma":[0.97068995,0.002886919,0.012689128,0.0001490826,0.00025987806,7.7299825e-7,0.0016507827,0.00002123344,0.011652281],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99721044,0.00017216169,0.0007109876,0.00077668065,0.0008052843,0.0003244272],"domain_scores_gemma":[0.99604774,0.0016634256,0.00037131755,0.0014531672,0.0003674234,0.000096954376],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002152219,0.0003862848,0.00070630654,0.0002615458,0.00018442774,0.00007376877,0.0010929608,0.00036722622,0.0015453773],"category_scores_gemma":[0.0022402161,0.0003158015,0.00009600764,0.00013243698,0.0003389858,0.0005236079,0.00035123268,0.00077020994,0.000039912073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031603756,0.00033100758,0.02207289,0.002472819,0.0017718904,0.00030799344,0.0062460364,0.030089797,0.0045592943,0.0000022551103,0.88233393,0.046651706],"study_design_scores_gemma":[0.00017826719,0.00030647902,0.00034943188,0.00084477715,0.0001977665,0.000071377,0.0077715674,0.91875243,0.00077589543,0.00053158734,0.06956124,0.00065918063],"about_ca_topic_score_codex":0.107813574,"about_ca_topic_score_gemma":0.001048744,"teacher_disagreement_score":0.88866264,"about_ca_system_score_codex":0.00004886099,"about_ca_system_score_gemma":0.0010369471,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W2308116302","doi":"10.1093/gji/ggw097","title":"Source estimation with surface-related multiples—fast ambiguity-resolved seismic imaging","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wavelet; Geophysical imaging; Computer science; Algorithm; Inversion (geology); Inverse problem; Compressed sensing; Ambiguity; Multiple; Seismic inversion; Artificial intelligence; Geology; Mathematics; Seismology; Geometry","score_opus":0.006802942543217328,"score_gpt":0.20824294640664195,"score_spread":0.20144000386342462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308116302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79696304,0.000041246556,0.18873881,0.009576913,0.0007406555,0.00008946346,0.000049848495,0.00019761237,0.0036024107],"genre_scores_gemma":[0.99177754,0.000021909147,0.004977441,0.0009883773,0.00022843012,3.5717343e-7,0.00003928945,0.000008044949,0.0019585893],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99860823,0.00007063157,0.00028598687,0.0002303614,0.0005248899,0.00027988615],"domain_scores_gemma":[0.99922085,0.00015224815,0.00019789436,0.00011909422,0.00015516499,0.00015474689],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024231795,0.00015979353,0.00014832825,0.00010710122,0.00020566584,0.00016418924,0.0003546262,0.00003817892,0.0012606538],"category_scores_gemma":[0.000060207894,0.000095643234,0.00009365181,0.00011581724,0.00016125369,0.000679229,0.000021352624,0.00026384875,0.0005707946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015158566,0.0000596569,0.078563936,0.0000027839064,0.00009085972,0.000048568356,0.0001995847,0.012216375,0.0015460117,0.000066380504,0.008350032,0.89870423],"study_design_scores_gemma":[0.001274436,0.00011352472,0.05126988,0.000199314,0.000022817407,0.00048441303,0.000106786145,0.9231395,0.002412,0.004547803,0.016120777,0.00030874394],"about_ca_topic_score_codex":0.00079928356,"about_ca_topic_score_gemma":0.0000065290096,"teacher_disagreement_score":0.9109231,"about_ca_system_score_codex":0.000030452122,"about_ca_system_score_gemma":0.00005146414,"threshold_uncertainty_score":0.9996523},"labels":[],"label_agreement":null},{"id":"W2310992622","doi":"10.1093/gji/ggv242","title":"Scattering of homogeneous and inhomogeneous seismic waves in low-loss viscoelastic media","year":2015,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Physics; Viscoelasticity; Superposition principle; Scattering; Seismic wave; Dispersive body waves; Isotropy; Classical mechanics; Wave propagation; Plane wave; Dissipation; Mechanical wave; Computational physics; Amplitude; Longitudinal wave; Mechanics; Optics; Geophysics; Quantum mechanics","score_opus":0.013495400232113555,"score_gpt":0.2245949047707816,"score_spread":0.21109950453866805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310992622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968263,0.00016620594,0.00077662047,0.0007624965,0.0006012681,0.00002942239,0.000023449811,0.000015328897,0.00079889357],"genre_scores_gemma":[0.9984844,0.00007584942,0.0006703536,0.00041100575,0.00028675783,2.763769e-7,0.000014962798,0.0000032483483,0.000053157368],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907744,0.00004330447,0.00024972414,0.00013049942,0.00033642226,0.00016258932],"domain_scores_gemma":[0.9994972,0.00010712609,0.0001009108,0.000059933544,0.00008900132,0.00014586664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019912062,0.00009413429,0.00014675065,0.00017227502,0.000033206346,0.000053069645,0.00021747922,0.000035150744,0.0001325665],"category_scores_gemma":[0.00009327979,0.00007867967,0.00004358576,0.00008319494,0.00014814334,0.00019677042,0.000029778894,0.000195478,0.00003824479],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000573276,0.0003434612,0.45053208,0.000062297004,0.00017527517,0.0015280431,0.0038079475,0.03916607,0.0024002097,0.00023817019,0.0045639547,0.4966092],"study_design_scores_gemma":[0.0020471364,0.0005010694,0.27549583,0.0005056874,0.000032405376,0.0042898064,0.00080899755,0.6611927,0.008506531,0.04170581,0.0043116035,0.00060241396],"about_ca_topic_score_codex":0.0008589287,"about_ca_topic_score_gemma":0.000022377078,"teacher_disagreement_score":0.6220266,"about_ca_system_score_codex":0.000013892369,"about_ca_system_score_gemma":0.0000546114,"threshold_uncertainty_score":0.3208464},"labels":[],"label_agreement":null},{"id":"W2312086125","doi":"10.1093/gji/ggv375","title":"Direct-seismogram inversion for receiver-side structure with uncertain source–time functions","year":2015,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Deconvolution; Blind deconvolution; Impulse response; Inversion (geology); Algorithm; Seismogram; Likelihood function; Computer science; Impulse (physics); Estimation theory; Mathematics; Geology; Mathematical analysis; Seismology; Physics","score_opus":0.014956185578224951,"score_gpt":0.22618664443879885,"score_spread":0.2112304588605739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312086125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9095769,0.00014543333,0.03824483,0.01329046,0.0036721788,0.0004551125,0.0006104638,0.00040290772,0.03360174],"genre_scores_gemma":[0.98088145,0.000010303644,0.0065215495,0.0024513938,0.001234676,0.000001605151,0.00038161842,0.0000089994355,0.008508376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989013,0.00005057155,0.00016686216,0.00019517478,0.0004615166,0.00022456152],"domain_scores_gemma":[0.999136,0.00011501568,0.00012333342,0.00009275957,0.00030308764,0.00022981068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017396298,0.00013523537,0.00014309629,0.00012521383,0.00020777465,0.00015201874,0.000279837,0.0000563571,0.0006622082],"category_scores_gemma":[0.00008048422,0.00009585246,0.000089476685,0.00013420767,0.00009223463,0.00038537596,0.000014416117,0.00025432787,0.00017935241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010174783,0.0000989014,0.01707736,0.0000076175866,0.0002442137,0.00003979441,0.00044235168,0.014371097,0.00044744072,0.00007412476,0.65361637,0.31256324],"study_design_scores_gemma":[0.0014831036,0.0009076775,0.00520038,0.000071332564,0.000059955815,0.00029218986,0.00051782903,0.20028025,0.0012609253,0.0077610593,0.7817884,0.00037691218],"about_ca_topic_score_codex":0.0007744252,"about_ca_topic_score_gemma":0.000015331203,"teacher_disagreement_score":0.3121863,"about_ca_system_score_codex":0.000033288845,"about_ca_system_score_gemma":0.000106228414,"threshold_uncertainty_score":0.72507155},"labels":[],"label_agreement":null},{"id":"W2312203355","doi":"10.1190/igcbeijing2014-198","title":"Efficient full waveform inversion in the time-ray parameter domain using iteration-dependent sets of ray parameters","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hessian matrix; Algorithm; Computer science; Inversion (geology); Deconvolution; Diagonal; Time domain; Encoding (memory); Mathematical optimization; Mathematics; Applied mathematics; Artificial intelligence","score_opus":0.013885660090669114,"score_gpt":0.21680696152854384,"score_spread":0.20292130143787473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312203355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868974,0.00001680795,0.008587876,0.00046124635,0.0001201389,0.00019857101,0.000006628693,0.000036463454,0.0036748853],"genre_scores_gemma":[0.9764819,0.0000031105126,0.020894937,0.0025085537,0.000013334124,7.0536765e-7,0.000030970426,0.000002636203,0.00006384896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987324,0.00022197561,0.0002714542,0.00020646678,0.0003412772,0.00022642787],"domain_scores_gemma":[0.9992696,0.00031304962,0.00009605243,0.0002474119,0.00002659674,0.000047298356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011183725,0.00012257545,0.00015642373,0.00015884101,0.00009980053,0.00005239473,0.0002469422,0.0000609666,0.0006401037],"category_scores_gemma":[0.000054148622,0.000073405725,0.000064448366,0.0001955673,0.0000942246,0.000098675795,0.000014470467,0.00012466036,0.00013889045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058391725,0.00044970552,0.1401542,0.00018632044,0.0000879087,0.00003725897,0.014128892,0.5242374,0.010857459,0.00037663683,0.021194724,0.28770554],"study_design_scores_gemma":[0.00026127696,0.00014747765,0.002968662,0.00003210022,0.000008081207,0.000007948318,0.00036534216,0.99204654,0.0024600124,0.00073811767,0.00083322916,0.00013119985],"about_ca_topic_score_codex":0.0028987445,"about_ca_topic_score_gemma":0.00003455193,"teacher_disagreement_score":0.46780914,"about_ca_system_score_codex":0.0000110802885,"about_ca_system_score_gemma":0.00001915938,"threshold_uncertainty_score":0.70086867},"labels":[],"label_agreement":null},{"id":"W2312503682","doi":"10.1190/1.3513457","title":"A discontinuous mesh finite difference scheme for acoustic wave equations","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Finite difference scheme; Finite difference method; Scheme (mathematics); Finite difference coefficient; Finite difference; Computer science; Finite element method; Mathematical analysis; Acoustics; Applied mathematics; Physics; Mathematics; Mixed finite element method","score_opus":0.025450432455336323,"score_gpt":0.23348502068387636,"score_spread":0.20803458822854004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312503682","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29392058,0.00004840522,0.6641779,0.0035606415,0.0011194478,0.00057831366,0.00024151792,0.0006108867,0.035742335],"genre_scores_gemma":[0.96213186,0.000005258582,0.029966677,0.0016536603,0.00007558047,0.000004811756,0.00009562076,0.000002507365,0.0060640555],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939954,0.000010005322,0.00011742377,0.00016906788,0.00010206089,0.00020188976],"domain_scores_gemma":[0.9992611,0.00042086153,0.00003575858,0.00016541536,0.000042977015,0.00007389262],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001426899,0.00008489977,0.00009193617,0.000055954933,0.00015191638,0.00006252402,0.00013332078,0.000048864553,0.002270454],"category_scores_gemma":[0.00029688087,0.00006199253,0.000048398546,0.00007713612,0.000072208575,0.000110768364,0.0000075965327,0.00013137658,0.000101899364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008278724,0.00011951829,0.060122337,0.00007425692,0.00005736913,0.000011045328,0.0007486024,0.00013865292,0.026089266,0.009694541,0.11904472,0.7838169],"study_design_scores_gemma":[0.00021477387,0.00009504442,0.008576946,0.000008785103,0.000014349088,0.0000049340924,0.0001342811,0.9623662,0.003024135,0.0072280425,0.01812932,0.0002031607],"about_ca_topic_score_codex":0.0010115633,"about_ca_topic_score_gemma":0.00040162425,"teacher_disagreement_score":0.9622276,"about_ca_system_score_codex":9.826823e-7,"about_ca_system_score_gemma":0.000031128126,"threshold_uncertainty_score":0.9986416},"labels":[],"label_agreement":null},{"id":"W2312637594","doi":"10.1190/segam2013-0626.1","title":"Comparison of AVO, prestack impedance inversion, and poststack impedance inversion: Lithology and pore fluid discrimination in the Scotian Basin, Nova Scotia, Canada","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Geology; Prestack; Lithology; Inversion (geology); Structural basin; Electrical impedance; Seismology; Mineralogy; Petrology; Geomorphology; Oceanography; Physics","score_opus":0.017411343059560158,"score_gpt":0.24570894320102568,"score_spread":0.22829760014146552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312637594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98952,0.00080352766,0.000053421,0.00626075,0.00018041466,0.00031294837,0.000022872659,0.000023747622,0.0028223163],"genre_scores_gemma":[0.9948175,0.000120084944,0.0008014963,0.0040206043,0.000019952085,7.4533506e-7,0.00006319125,0.0000034528325,0.00015297843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986716,0.00016661621,0.00031641292,0.00029950382,0.00027860433,0.00026724793],"domain_scores_gemma":[0.9992365,0.00022388945,0.00012827366,0.0002281717,0.000087541826,0.00009559664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032383273,0.00015966239,0.0002464025,0.0001073889,0.00010824855,0.0000528578,0.00025155803,0.000074284355,0.00046153972],"category_scores_gemma":[0.00008613427,0.00011045617,0.000021066297,0.00023000286,0.00030770767,0.0004409685,0.000039399187,0.00018330726,0.000011939968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013901671,0.000015516875,0.837718,0.00006366402,0.000004383521,0.0000053384647,0.0013532647,0.000022613063,0.00010555127,0.000068928195,0.14140458,0.019224271],"study_design_scores_gemma":[0.00043825572,0.00026445874,0.87662536,0.00010218711,0.000018966288,0.000045061304,0.012341538,0.10050956,0.0040343897,0.00054595247,0.0048249387,0.00024929934],"about_ca_topic_score_codex":0.8784348,"about_ca_topic_score_gemma":0.49554536,"teacher_disagreement_score":0.3828894,"about_ca_system_score_codex":0.000013520249,"about_ca_system_score_gemma":0.00012405666,"threshold_uncertainty_score":0.5136596},"labels":[],"label_agreement":null},{"id":"W2312986356","doi":"10.1190/int-2015-0149.1","title":"Target-oriented data conditioning for prestack inversion in an unconventional reservoir: A Canadian case study","year":2016,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of East Anglia","keywords":"Prestack; Inversion (geology); Algorithm; Synthetic data; Workflow; Geology; Seismic inversion; Computer science; Seismology; Mathematics; Geometry","score_opus":0.040565769048863366,"score_gpt":0.2984310367046733,"score_spread":0.2578652676558099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312986356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881852,0.00001987655,0.009384866,0.00069208705,0.00033230966,0.0004938738,0.0005225341,0.000056226432,0.0003129905],"genre_scores_gemma":[0.9964511,0.000001410007,0.001967798,0.00034966724,0.00003390759,0.0000073324345,0.0010913189,0.000003404596,0.000094082454],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990942,0.00011807313,0.0001901351,0.0002986465,0.00012240795,0.00017654286],"domain_scores_gemma":[0.9993402,0.00014321267,0.000060116614,0.00026230424,0.0000831857,0.00011103183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045452546,0.00007678072,0.00007941279,0.00022890583,0.00013072706,0.00004363437,0.0002116216,0.00003805266,0.0005633629],"category_scores_gemma":[0.00017133528,0.000060183585,0.000017914705,0.00011392418,0.000038839364,0.0011156136,0.0000142669705,0.00005433451,0.000030569125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001570794,0.00009422296,0.9175857,0.000015998743,0.00002104521,0.00031888625,0.003156336,0.00027411562,0.000041278512,0.000046599467,0.019106096,0.059182685],"study_design_scores_gemma":[0.0015470473,0.0009755143,0.027123464,0.00017734239,0.000022206563,0.000079252946,0.00875572,0.9451931,0.00025749917,0.0023103813,0.013260091,0.000298375],"about_ca_topic_score_codex":0.26668698,"about_ca_topic_score_gemma":0.29603562,"teacher_disagreement_score":0.944919,"about_ca_system_score_codex":0.000033605396,"about_ca_system_score_gemma":0.00013424776,"threshold_uncertainty_score":0.7381962},"labels":[],"label_agreement":null},{"id":"W2313024995","doi":"10.1190/segam2012-0551.1","title":"Critical Reflection Illumination Analysis","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Reflection (computer programming); Computer science","score_opus":0.02265924399378083,"score_gpt":0.28141871650252265,"score_spread":0.2587594725087418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313024995","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25707516,0.00035284692,0.10813964,0.0028797532,0.0008106025,0.00007222936,0.000008764735,0.00058493,0.63007605],"genre_scores_gemma":[0.99334294,0.0000073613073,0.0045597604,0.0011697041,0.00007117719,1.7547325e-7,0.000028888233,5.3880086e-7,0.00081947615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99962,0.00002859881,0.000060629907,0.00006312817,0.00009666846,0.00013092581],"domain_scores_gemma":[0.9997931,0.000051259747,0.00001006255,0.00006181215,0.000025173567,0.00005860032],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021831461,0.000033639924,0.000047566187,0.0001363599,0.000071647286,0.000018879735,0.000035226567,0.000024448382,0.0067520756],"category_scores_gemma":[0.00005895786,0.000026204529,0.000038420356,0.00035005898,0.000032725144,0.00035775715,0.0000017298137,0.00003739313,0.00031563576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004204059,0.000015939437,0.8285095,0.0000027896601,0.0000289409,3.0728174e-7,0.00014107776,0.000022025797,0.00004039517,0.0011724699,0.018452618,0.15160973],"study_design_scores_gemma":[0.000050399027,0.00005119079,0.80095154,0.0000021750557,0.00018206499,0.000008335253,0.00034782247,0.10402222,0.0066428613,0.0012602378,0.086305775,0.00017536113],"about_ca_topic_score_codex":0.0018291797,"about_ca_topic_score_gemma":0.000025530668,"teacher_disagreement_score":0.73626775,"about_ca_system_score_codex":0.0000024199708,"about_ca_system_score_gemma":0.0000030794822,"threshold_uncertainty_score":0.9941559},"labels":[],"label_agreement":null},{"id":"W2313027102","doi":"10.1190/segam2013-1355.1","title":"Noise estimation in gravity gradient data after equivalent source processing","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Noise (video); Computer science; Estimation; Acoustics; Physics; Artificial intelligence; Engineering","score_opus":0.02471500330572888,"score_gpt":0.2433163331662882,"score_spread":0.21860132986055933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313027102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95756423,0.0003301078,0.032656163,0.0018276197,0.00011832037,0.00030776058,0.000015352874,0.00023061474,0.006949816],"genre_scores_gemma":[0.9861494,0.000012650852,0.011888638,0.0013505152,0.000014951317,0.0000026979865,0.00012132519,0.0000018997218,0.00045792424],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999267,0.000029452962,0.00014117753,0.0002272606,0.00014796536,0.00018713466],"domain_scores_gemma":[0.99960154,0.000021057407,0.000033544682,0.00026518307,0.000018588986,0.000060091148],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002306073,0.0000766427,0.00007560858,0.0000807169,0.000049342867,0.00009103319,0.00024150555,0.000028143291,0.0018827316],"category_scores_gemma":[0.000025143658,0.00005772786,0.0000122102265,0.000124114,0.000044187196,0.0007297019,0.000034382607,0.00008204815,0.00042902995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005812843,0.000015296573,0.21309792,0.000018213645,0.0000010261426,0.0000018778986,0.0001420942,0.00027494726,0.000007781723,0.0000020826037,0.008722954,0.77771],"study_design_scores_gemma":[0.00007260509,0.000017855762,0.20116924,0.000029297455,0.0000026388184,0.0000039124684,0.000090289526,0.7923454,0.00015372522,0.0009095714,0.0051091285,0.00009632517],"about_ca_topic_score_codex":0.016067777,"about_ca_topic_score_gemma":0.00016665891,"teacher_disagreement_score":0.79207045,"about_ca_system_score_codex":0.0000048021907,"about_ca_system_score_gemma":0.000018259236,"threshold_uncertainty_score":0.9990297},"labels":[],"label_agreement":null},{"id":"W2313266658","doi":"10.1190/segam2015-5931123.1","title":"Optimization for sparse acquisition","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates - Technology Futures","keywords":"Offset (computer science); Computer science; Compressed sensing; Data acquisition; Seismic survey; Simulated annealing; Bandwidth (computing); Sampling (signal processing); Real-time computing; Algorithm; Data mining; Geology; Seismology; Computer vision; Telecommunications","score_opus":0.037367254504635745,"score_gpt":0.2369135713059611,"score_spread":0.19954631680132537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313266658","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013537384,0.00010536043,0.8844389,0.002102297,0.0004465341,0.00022845369,0.000022488386,0.00037890393,0.098739736],"genre_scores_gemma":[0.7972053,0.000009091685,0.19632663,0.004605211,0.00009851438,0.0000012384463,0.0002508015,0.0000017041551,0.0015014943],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973613,0.000008870203,0.000052040323,0.00006913435,0.00006156836,0.00007223222],"domain_scores_gemma":[0.9998258,0.000017034388,0.000014933287,0.00004993776,0.000042125354,0.000050210554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015355644,0.000030838546,0.000033393895,0.000030144152,0.000032856802,0.000021235637,0.000043366508,0.000019017241,0.0011317201],"category_scores_gemma":[0.000019006155,0.000024270503,0.00001418299,0.000045147142,0.000012932569,0.00014393969,0.0000014569133,0.000013248523,0.000085722284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006378453,0.000011755808,0.018374465,0.0000069665452,0.0000048038596,8.998414e-7,0.00012986491,0.08137335,0.000006046699,0.00040843213,0.7528781,0.1467415],"study_design_scores_gemma":[0.00016017442,0.00007670813,0.0003423998,0.0000023062046,0.000002662111,0.0000024353683,0.0001038941,0.9516939,0.0008379955,0.0019974392,0.044727508,0.00005258421],"about_ca_topic_score_codex":0.00057181815,"about_ca_topic_score_gemma":0.000003910336,"teacher_disagreement_score":0.87032056,"about_ca_system_score_codex":0.000001819535,"about_ca_system_score_gemma":0.000014994312,"threshold_uncertainty_score":0.99978137},"labels":[],"label_agreement":null},{"id":"W2313455686","doi":"10.3997/2214-4609.201600004","title":"Questioning the Existence of Hydraulic Fracturing-Induced LPLD Events in a Barnett Shale, Texas, Microseismic Dataset","year":2016,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Microseism; Hydraulic fracturing; Seismology; Geology; Shale gas; Oil shale; Geotechnical engineering","score_opus":0.01849132575330284,"score_gpt":0.23385209137750762,"score_spread":0.21536076562420478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313455686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99539244,0.00015309414,0.000027089283,0.0018531394,0.0000804561,0.00016406337,0.000096503376,0.00006116053,0.002172076],"genre_scores_gemma":[0.997762,0.00006621511,0.00035336436,0.0015439823,0.000042673142,0.0000023854382,0.000051079216,0.0000042920847,0.00017400256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989968,0.000016906692,0.0002453322,0.0002645545,0.0002129026,0.00026349977],"domain_scores_gemma":[0.99953806,0.0000976493,0.00014463959,0.00012704117,0.000038390197,0.000054214557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000511337,0.00012442157,0.00014632448,0.00011312472,0.00008472503,0.000023088356,0.00043338895,0.0000572057,0.00019196779],"category_scores_gemma":[0.00015981434,0.00007086574,0.0000317196,0.00020968373,0.00007868358,0.00043015133,0.000033261156,0.00014808879,0.00009415495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003437112,0.00001930056,0.9279792,0.00005093008,0.0000076075653,0.0000022315314,0.00026723073,0.0000021484723,0.0028066842,0.000060221788,0.01105813,0.057711992],"study_design_scores_gemma":[0.0005085477,0.0001571532,0.9021876,0.00075275014,0.000014980573,0.00005003502,0.00018212479,0.0022322256,0.05633704,0.00456737,0.03267769,0.00033248955],"about_ca_topic_score_codex":0.008978192,"about_ca_topic_score_gemma":0.000029000938,"teacher_disagreement_score":0.057379503,"about_ca_system_score_codex":0.000010974672,"about_ca_system_score_gemma":0.000023628372,"threshold_uncertainty_score":0.9976211},"labels":[],"label_agreement":null},{"id":"W2313561516","doi":"10.1190/segam2014-0727.1","title":"Extending passive seismic imaging to account for source mechanism effects","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Passive seismic; Geophysical imaging; Seismology; Event (particle physics); Energy (signal processing); Computer science; Geology; Physics","score_opus":0.006056734456366818,"score_gpt":0.21206428431000127,"score_spread":0.20600754985363445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313561516","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043364625,0.00003710015,0.94554406,0.00251334,0.00055393815,0.0003948442,0.000008045763,0.0004171722,0.007166843],"genre_scores_gemma":[0.9545126,0.0000041459375,0.020274904,0.02367493,0.00015900923,0.000008036655,0.000019997942,0.0000073326105,0.0013390704],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990261,0.000040544546,0.00012927501,0.000294284,0.00015622599,0.00035354347],"domain_scores_gemma":[0.9992863,0.00031532714,0.000045070403,0.00017827153,0.000040045226,0.00013497475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003504273,0.0001370778,0.00014742756,0.00013795872,0.00021784099,0.0000952592,0.00021826626,0.00003293905,0.00026189047],"category_scores_gemma":[0.0001290872,0.00011031553,0.00006556192,0.00010977179,0.000022028555,0.00018492567,0.0000176502,0.00007275268,0.00030050823],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016752647,0.0000061048963,0.0020406363,0.00003590597,0.0000075527855,0.0000017714394,0.00018974936,0.00043921065,0.0007757367,0.0011402367,0.05941586,0.9359305],"study_design_scores_gemma":[0.00025788086,0.00013836668,0.0008817121,0.00004862336,0.000014513732,0.000012931265,0.00021603468,0.6960078,0.038945973,0.013577429,0.24962352,0.00027520076],"about_ca_topic_score_codex":0.0017030821,"about_ca_topic_score_gemma":0.0000099824765,"teacher_disagreement_score":0.9356553,"about_ca_system_score_codex":0.000007802981,"about_ca_system_score_gemma":0.0000135668515,"threshold_uncertainty_score":0.4498537},"labels":[],"label_agreement":null},{"id":"W2313605457","doi":"10.4043/otc-19877-ms","title":"Subsalt Imaging Using TTI Reverse Time Migration","year":2009,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic migration; Geology; Computer science; Seismology","score_opus":0.015146168274521981,"score_gpt":0.2237400263869884,"score_spread":0.20859385811246642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313605457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804681,0.0002475173,0.00033119833,0.006594969,0.00006748865,0.00016823731,0.000009267497,0.00062493497,0.011488304],"genre_scores_gemma":[0.98556936,0.00006166856,0.013656931,0.00053575705,0.00002375767,5.252647e-7,0.000010193081,0.000003454434,0.00013834205],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99894136,0.000003929969,0.00027045835,0.00030753436,0.00018707776,0.0002896149],"domain_scores_gemma":[0.9992997,0.000012440958,0.00020364167,0.00010993942,0.000321675,0.00005257281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022634579,0.00016177728,0.0002342244,0.00044081645,0.00010460774,0.000042600077,0.000410381,0.00013387878,0.00033131635],"category_scores_gemma":[0.0001009241,0.00015160741,0.000044810997,0.00051038415,0.0002706702,0.00045336684,0.00001802806,0.00022371399,0.000043647386],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000596008,0.000052056497,0.49112326,0.00004604601,0.000018180643,0.000009841663,0.00032646558,0.0000056299323,0.12429502,0.0046367254,0.023966393,0.3554608],"study_design_scores_gemma":[0.00066162803,0.0006515271,0.037520777,0.0005477497,0.00010565399,0.00039334563,0.0019811324,0.3652003,0.48686096,0.09009212,0.014957071,0.0010277426],"about_ca_topic_score_codex":0.00022998,"about_ca_topic_score_gemma":0.000003099518,"teacher_disagreement_score":0.4536025,"about_ca_system_score_codex":0.000009331756,"about_ca_system_score_gemma":0.00004998276,"threshold_uncertainty_score":0.6182371},"labels":[],"label_agreement":null},{"id":"W2313735812","doi":"10.4133/sageep2013-029.1","title":"POLARIZATION AND VELOCITIES OF SHEAR WAVES USING HIGH RESOLUTION MULTI-COMPONENT SEISMIC REFLECTION","year":2013,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2013","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Polarization (electrochemistry); Geology; Shear (geology); Seismology; Shear waves; Reflection (computer programming); Optics; Acoustics; Physics; Computer science","score_opus":0.007900122886655274,"score_gpt":0.17508399929463295,"score_spread":0.16718387640797766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313735812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784921,0.00006231403,0.020581236,0.0004216257,0.000030686962,0.00034568348,0.000017788974,0.000025670144,0.000022937262],"genre_scores_gemma":[0.99696004,0.00007941988,0.0027784847,0.000074685326,0.000015086761,0.000009679098,0.00003994356,0.00000534032,0.000037296497],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949634,0.000018342187,0.0001459332,0.00013944441,0.0001060011,0.0000939524],"domain_scores_gemma":[0.9997305,0.00003205381,0.00007400289,0.00012004005,0.000007226826,0.000036166784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009839733,0.000092966904,0.00009751023,0.000056859626,0.00007684055,0.000014462084,0.000057091238,0.000034253553,0.000009201041],"category_scores_gemma":[0.0000019117226,0.0000734168,0.000015838037,0.00006210557,0.000062255036,0.00011776469,0.000015829215,0.0000614027,0.0000117612335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010596751,0.00002808018,0.0020108372,0.0000685944,0.000015193444,1.6337037e-8,0.00036008714,0.23026682,0.7556998,0.00019716955,0.000059511967,0.011283291],"study_design_scores_gemma":[0.00010238612,0.00014157397,0.030818379,0.000035246307,0.000010142526,0.0000016358338,0.000071752875,0.9332189,0.034899496,0.00033300323,0.0002689526,0.00009852124],"about_ca_topic_score_codex":0.006957052,"about_ca_topic_score_gemma":7.420713e-7,"teacher_disagreement_score":0.7208003,"about_ca_system_score_codex":0.000009836119,"about_ca_system_score_gemma":0.0000021601966,"threshold_uncertainty_score":0.9996557},"labels":[],"label_agreement":null},{"id":"W2313787906","doi":"10.1190/segam2013-0679.1","title":"Numerical modeling of the role of lithological layering on spatial variation of natural and induced fractures and their nucleation","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Layering; Nucleation; Variation (astronomy); Natural (archaeology); Geology; Spatial variability; Materials science; Thermodynamics; Statistics; Mathematics; Physics; Paleontology","score_opus":0.009749594250756326,"score_gpt":0.19882645586547634,"score_spread":0.18907686161472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313787906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974553,0.000054657405,0.0012294522,0.0001453011,0.000025395211,0.00006288454,0.0000016251223,0.000010441019,0.0010149542],"genre_scores_gemma":[0.99911267,0.000007937041,0.0007277197,0.00013815459,0.000008639384,1.8119476e-7,0.0000016802305,7.46829e-7,0.000002251898],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996845,0.000033072723,0.0001036251,0.00006673477,0.00006834549,0.00004371329],"domain_scores_gemma":[0.9997954,0.000056614113,0.00005789876,0.000051685438,0.00002620683,0.000012222472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007657432,0.00004097556,0.00007864169,0.000025023799,0.000027628612,0.0000066261496,0.00004517162,0.00003464838,0.00008645498],"category_scores_gemma":[0.00003415685,0.000020578798,0.000014907352,0.000035535566,0.000031096995,0.00007727128,0.000008215489,0.000062971965,3.8446325e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100672936,0.00004414579,0.20223658,0.0000351541,0.000022912887,8.7924484e-8,0.0029987048,0.007395691,0.07994862,0.00050286774,0.000046841633,0.7066677],"study_design_scores_gemma":[0.000040847975,0.00006047774,0.25866225,0.0000099774925,0.0000015258452,7.911819e-7,0.00017327012,0.70409334,0.034986887,0.0019435395,0.0000050610047,0.000022037637],"about_ca_topic_score_codex":0.010050531,"about_ca_topic_score_gemma":0.0000058949267,"teacher_disagreement_score":0.70664567,"about_ca_system_score_codex":6.903633e-7,"about_ca_system_score_gemma":0.000004185773,"threshold_uncertainty_score":0.9965416},"labels":[],"label_agreement":null},{"id":"W2313821456","doi":"10.1190/1.1845097","title":"High resolution regularized least squares AVA Kirchhoff migration","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Regularization (linguistics); Seismic migration; Conjugate gradient method; Quadratic equation; Inverse problem; Geology; Algorithm; Mathematical analysis; Applied mathematics; Mathematics; Computer science; Geometry; Geophysics; Seismology; Artificial intelligence","score_opus":0.010794085015266576,"score_gpt":0.19664574154378459,"score_spread":0.185851656528518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313821456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9313005,0.00025166557,0.027672002,0.015049139,0.000608381,0.00025714244,0.000027705388,0.000906287,0.023927184],"genre_scores_gemma":[0.97488517,0.000040256175,0.021498697,0.0017486205,0.000084257365,7.0129084e-7,0.00016630808,0.0000023709406,0.0015735945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992515,0.00003790087,0.00014386013,0.00018707782,0.000195843,0.00018385632],"domain_scores_gemma":[0.99967974,0.000020604517,0.0000425438,0.00015888024,0.000035039076,0.00006319343],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018951116,0.00008888934,0.00009099637,0.00009103676,0.00015551725,0.00005343679,0.000116031886,0.00005942687,0.0014710298],"category_scores_gemma":[0.000029373796,0.000070750975,0.00004238263,0.00014695649,0.0000686375,0.00027695633,0.000005254327,0.000086962165,0.0005055297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006268805,0.00022545287,0.06994015,0.00008916907,0.00008143196,0.000068078705,0.0024348937,0.03964572,0.009704889,0.02588252,0.45590177,0.39539903],"study_design_scores_gemma":[0.0045252503,0.0012995803,0.23502645,0.00023502095,0.00007652249,0.00014778788,0.0020235402,0.13800022,0.15910429,0.15311575,0.30482122,0.0016243618],"about_ca_topic_score_codex":0.040667083,"about_ca_topic_score_gemma":0.0008868848,"teacher_disagreement_score":0.3937747,"about_ca_system_score_codex":0.000009849099,"about_ca_system_score_gemma":0.000037566755,"threshold_uncertainty_score":0.99944174},"labels":[],"label_agreement":null},{"id":"W2314008082","doi":"10.1190/ist092012-001.22","title":"Application of Geophysics to Unconventional Reservoirs","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Geology; Geophysics; Unconventional oil; Computer science; Petroleum engineering; Earth science","score_opus":0.01443279271278378,"score_gpt":0.23213531162208795,"score_spread":0.21770251890930417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314008082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78956705,0.00012067029,0.07039452,0.0017252878,0.00035759326,0.00023192818,0.000032762393,0.0001615394,0.13740864],"genre_scores_gemma":[0.99192697,0.000001959984,0.006567332,0.00088288717,0.0000521584,6.3277e-7,0.000031023388,6.93246e-7,0.00053632894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996759,0.000009911287,0.0000691997,0.000050879607,0.0001021232,0.000091940215],"domain_scores_gemma":[0.9997964,0.000021190293,0.00002079851,0.000083466155,0.000022839697,0.000055319222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013676492,0.00002893162,0.000039848044,0.00003316655,0.000024062707,0.000003237906,0.00007300367,0.000013298936,0.0005950733],"category_scores_gemma":[0.0000076217157,0.000023373894,0.0000195376,0.00010675396,0.000017328655,0.00011798866,0.000004984686,0.000022188198,0.0004222378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013196914,0.000028931547,0.7474329,0.000011729618,0.000005666138,5.0347385e-8,0.00013210245,0.0001572966,0.0004535698,0.004360946,0.04568229,0.20172131],"study_design_scores_gemma":[0.00009691494,0.000074824784,0.70369565,0.00000843833,0.000006486349,0.0000021380579,0.00020452244,0.0171187,0.020333063,0.005419585,0.25289473,0.00014495796],"about_ca_topic_score_codex":0.003153319,"about_ca_topic_score_gemma":0.00000800721,"teacher_disagreement_score":0.20721243,"about_ca_system_score_codex":0.0000011817472,"about_ca_system_score_gemma":0.000006072423,"threshold_uncertainty_score":0.65156347},"labels":[],"label_agreement":null},{"id":"W2314058284","doi":"10.1190/1.3627865","title":"Migration with surface‐related multiples from incomplete seismic data","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple; Geology; Seismology; Focus (optics); Computer science; Seismic migration; Exploit; Aperture (computer memory); Algorithm; Remote sensing; Acoustics; Optics; Arithmetic; Physics; Mathematics","score_opus":0.060528676512241385,"score_gpt":0.21068575336164802,"score_spread":0.15015707684940663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314058284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759084,0.00011695608,0.0045772553,0.00041398488,0.00010645779,0.00010522592,0.00023519975,0.00034937184,0.01818714],"genre_scores_gemma":[0.95890826,0.000036245685,0.038217127,0.0009589914,0.000014298803,1.2644087e-7,0.0014534282,0.0000031418278,0.00040840334],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992497,0.000044899658,0.00013896207,0.00028199947,0.00013542295,0.00014903775],"domain_scores_gemma":[0.9993666,0.000056499153,0.000053748558,0.00044191247,0.000020351537,0.000060927014],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013894845,0.00010147366,0.00010055901,0.00003601528,0.00008610418,0.000029077135,0.0003809359,0.000043742035,0.0044931755],"category_scores_gemma":[0.000010675057,0.0000681604,0.000013559674,0.00011032194,0.000078588986,0.00044168977,0.000023587305,0.0000910451,0.0004934346],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006760833,0.000022590117,0.9116707,0.0000036921635,0.00004298832,0.000013809385,0.0009730481,0.00027002662,0.000114150935,0.000019530253,0.029162176,0.05763972],"study_design_scores_gemma":[0.000229155,0.00007819116,0.077701315,0.0000165894,0.000016194595,0.0000068658155,0.00041549854,0.89967704,0.0029822174,0.0008022083,0.017897487,0.00017723386],"about_ca_topic_score_codex":0.18688352,"about_ca_topic_score_gemma":0.0021905822,"teacher_disagreement_score":0.899407,"about_ca_system_score_codex":0.0000016241731,"about_ca_system_score_gemma":0.000022141507,"threshold_uncertainty_score":0.99641687},"labels":[],"label_agreement":null},{"id":"W2314156312","doi":"10.1190/1.3627684","title":"Least‐squares reverse time migration/inversion for ocean bottom data: A case study","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University; University of Victoria","keywords":"Inversion (geology); Geology; Ocean bottom; Seismic migration; Least-squares function approximation; Top-down and bottom-up design; Geodesy; Computer science; Geophysics; Seismology; Statistics; Mathematics","score_opus":0.07155699487887322,"score_gpt":0.25704854964962615,"score_spread":0.1854915547707529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314156312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885159,0.000073819865,0.001819305,0.0005562533,0.00034119154,0.0008830041,0.00026753414,0.00045002587,0.0070929355],"genre_scores_gemma":[0.9797183,0.000009533769,0.014255705,0.0014795007,0.00006469851,9.782073e-7,0.0003014066,0.0000047192466,0.004165146],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904823,0.00006313694,0.00017968735,0.00035667716,0.00015046414,0.00020179847],"domain_scores_gemma":[0.9992303,0.00006775729,0.000059049242,0.00049095816,0.000052938467,0.000098973615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045544494,0.000122547,0.00012905689,0.00009973998,0.00024198974,0.00004337291,0.00033242893,0.00004402919,0.0030934734],"category_scores_gemma":[0.000048415965,0.0000948876,0.00003991254,0.00012039525,0.000052233638,0.0006262671,0.000033321827,0.000082847204,0.00039217176],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071293965,0.00010676348,0.12431638,0.000010735094,0.000023933731,0.0002797523,0.0016497221,0.0000018174882,0.000005442947,0.0000065283753,0.8541223,0.019405333],"study_design_scores_gemma":[0.002369697,0.003029001,0.007840081,0.000050436498,0.00026375998,0.0012207847,0.05512479,0.6467755,0.0014606634,0.0010064461,0.27974078,0.0011180514],"about_ca_topic_score_codex":0.062906995,"about_ca_topic_score_gemma":0.0009569037,"teacher_disagreement_score":0.6467737,"about_ca_system_score_codex":0.0000033389533,"about_ca_system_score_gemma":0.0000358644,"threshold_uncertainty_score":0.9978178},"labels":[],"label_agreement":null},{"id":"W2314271551","doi":"10.1190/segam2015-5876584.1","title":"The effect of location error on moment tensor decomposition: synthetic and Eagle Ford field data examples","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Computer science; Tensor (intrinsic definition); Algorithm; Moment tensor; Moment (physics); Field (mathematics); Event (particle physics); Geology; Mathematics; Seismology; Physics; Geometry","score_opus":0.042697899793156115,"score_gpt":0.28232370925234457,"score_spread":0.23962580945918846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314271551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655842,0.00089001085,0.004965947,0.008882105,0.0003549997,0.0004452038,0.00003787654,0.00012450985,0.018715126],"genre_scores_gemma":[0.9983127,0.000044467448,0.0008742993,0.0005038017,0.000017924858,8.680948e-7,0.00004284848,0.0000010191586,0.00020206609],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995348,0.000065911954,0.00008695937,0.000118938486,0.000116107345,0.00007728243],"domain_scores_gemma":[0.9991869,0.0004553574,0.000031820873,0.00026484238,0.000019565154,0.000041551695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049146044,0.000051096133,0.00006544877,0.000025836347,0.000078749836,0.000025354733,0.00016635566,0.000019203952,0.000086255386],"category_scores_gemma":[0.000082516,0.000027082107,0.000008498205,0.000049175105,0.00004943433,0.0000866305,0.000017630762,0.000036764977,0.000025645617],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040708628,0.000015630485,0.058122355,0.000043536922,0.000021907108,0.0000016675772,0.00013804348,0.00015235286,0.000037967904,0.0001447713,0.18291266,0.75800204],"study_design_scores_gemma":[0.0012890309,0.00818911,0.034762368,0.00024611215,0.00008909508,0.00005438098,0.0011281478,0.41157997,0.10861353,0.0018264155,0.43176872,0.0004531158],"about_ca_topic_score_codex":0.002050848,"about_ca_topic_score_gemma":0.00004543648,"teacher_disagreement_score":0.7575489,"about_ca_system_score_codex":0.0000016839044,"about_ca_system_score_gemma":0.000009489511,"threshold_uncertainty_score":0.31002823},"labels":[],"label_agreement":null},{"id":"W2314503051","doi":"10.1190/segam2012-0069.1","title":"A finite-difference modeling analysis of mode-converted scattering from massive sulfide deposits, Bathurst mining camp, Canada","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Sulfide; Borehole; Wireline; Geochemistry; Seismogram; Volcanogenic massive sulfide ore deposit; Volcano; Petrophysics; Mineralogy; Seismology; Geophysics; Porosity; Geotechnical engineering; Hydrothermal circulation; Materials science","score_opus":0.018042264806766375,"score_gpt":0.20634421753166418,"score_spread":0.1883019527248978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314503051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95219636,0.00027349373,0.045740396,0.00012472332,0.0001630255,0.000052845215,0.0001487338,0.000063478605,0.0012369424],"genre_scores_gemma":[0.9927966,0.00002255021,0.0057110265,0.0010391123,0.000030997016,8.2022086e-7,0.00027791265,0.000003878332,0.000117102914],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987508,0.000050873718,0.0002964018,0.00022463118,0.00028553762,0.00039173744],"domain_scores_gemma":[0.9991559,0.00026715937,0.0001046181,0.00023527085,0.000056305373,0.00018073952],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012651083,0.0001534449,0.0003121488,0.00021570026,0.0001042113,0.000028396054,0.00024009397,0.000053733318,0.0013801248],"category_scores_gemma":[0.000051974333,0.00012963642,0.00008126502,0.00045887637,0.00003602903,0.0002114158,0.000021945236,0.000097753735,0.000009955652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000171642,0.000010688036,0.9017964,0.000008758577,0.00030116685,0.0000038903736,0.0007265827,0.07821993,0.0004685427,0.000003755877,0.0007748233,0.017668283],"study_design_scores_gemma":[0.00007279766,0.000009130286,0.05592174,0.000024180421,0.00021988517,6.841079e-7,0.0007052583,0.9383953,0.0044141547,0.000028323637,0.000039747814,0.00016879532],"about_ca_topic_score_codex":0.9575378,"about_ca_topic_score_gemma":0.50996476,"teacher_disagreement_score":0.8601754,"about_ca_system_score_codex":0.000019298985,"about_ca_system_score_gemma":0.00010376191,"threshold_uncertainty_score":0.99953276},"labels":[],"label_agreement":null},{"id":"W2314747407","doi":"10.1190/segam2015-5848434.1","title":"The sensitivity of converted-phase extended images to P- and S-wavespeed variations","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sensitivity (control systems); Lag; Function (biology); Phase (matter); Image (mathematics); Computer science; Algorithm; Speedup; Convergence (economics); Domain (mathematical analysis); Space (punctuation); Geology; Mathematics; Physics; Mathematical analysis; Artificial intelligence; Parallel computing; Electronic engineering; Engineering","score_opus":0.024918556240769052,"score_gpt":0.2638870435053163,"score_spread":0.23896848726454722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314747407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72666407,0.0006239212,0.11835178,0.03367189,0.00090756797,0.000858789,0.00028992665,0.00054595864,0.11808612],"genre_scores_gemma":[0.99459064,0.000016506647,0.0033653702,0.001194921,0.000014384696,2.1803596e-7,0.000008256988,9.517711e-7,0.0008087497],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995217,0.00008558549,0.00009107068,0.000092291,0.00011103103,0.000098344324],"domain_scores_gemma":[0.9994698,0.00021529311,0.000028004479,0.0001137045,0.00007232452,0.00010085029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006535334,0.000048187772,0.00006994177,0.00003513442,0.00008884731,0.000032142838,0.000048347967,0.000016887918,0.000080951606],"category_scores_gemma":[0.00018756173,0.000029449222,0.000013495439,0.00009656162,0.00008908476,0.00009432383,0.0000105970485,0.000037284306,0.000034303852],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014289828,0.000055580127,0.017602868,0.0000073343376,0.000029890894,0.000012359574,0.0009893341,0.000042845313,0.0021363734,0.0017163386,0.27439076,0.7028734],"study_design_scores_gemma":[0.0021350484,0.0009946984,0.15945823,0.00002767755,0.000051097275,0.00010942119,0.0038473164,0.59959745,0.09061191,0.016769353,0.12589023,0.00050754286],"about_ca_topic_score_codex":0.0057890853,"about_ca_topic_score_gemma":0.00009562608,"teacher_disagreement_score":0.7023659,"about_ca_system_score_codex":0.0000014291375,"about_ca_system_score_gemma":0.000031187818,"threshold_uncertainty_score":0.87514037},"labels":[],"label_agreement":null},{"id":"W2314999599","doi":"10.1190/segam2014-0779.1","title":"Seismic-based porosity prediction in the Silurian Niagaran Formation reefs of Northern Michigan: An integrated case study","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Battelle","keywords":"Reef; Geology; Porosity; Drilling; Structural basin; Seismology; Geotechnical engineering; Paleontology; Engineering; Oceanography","score_opus":0.014119129675196197,"score_gpt":0.21654577573254286,"score_spread":0.20242664605734667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314999599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99164426,0.0000049501496,0.0067221606,0.00025862074,0.00006306592,0.00031073941,0.000018817165,0.000095346,0.0008820181],"genre_scores_gemma":[0.9984958,6.426612e-7,0.00044609932,0.00089672033,0.000021191358,0.0000015708522,0.00011260527,0.000002020968,0.000023329068],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894154,0.0003597755,0.00024819787,0.000144768,0.0001840296,0.00012166482],"domain_scores_gemma":[0.999513,0.00006775728,0.00008546808,0.0002450833,0.000052301923,0.00003639793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041248,0.0000920668,0.0001109976,0.000119098215,0.000112712376,0.000031723506,0.00017544736,0.00004193667,0.00010572791],"category_scores_gemma":[0.000028992146,0.000057169676,0.000027366821,0.00022428014,0.00004465177,0.00032063568,0.0000032743042,0.00012760104,0.0000136984445],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047796453,0.00014210903,0.94579715,0.00000926272,0.0000037802035,0.000024907542,0.0041850824,0.0031917489,0.00003261739,0.000002300779,0.00047553933,0.0460877],"study_design_scores_gemma":[0.00053338974,0.0008506161,0.14266822,0.000013860777,0.000013629366,0.00011675971,0.014259874,0.8385872,0.001731638,0.00008346723,0.001046164,0.00009515176],"about_ca_topic_score_codex":0.087481104,"about_ca_topic_score_gemma":0.06912138,"teacher_disagreement_score":0.83539546,"about_ca_system_score_codex":0.0000038835983,"about_ca_system_score_gemma":0.000022073826,"threshold_uncertainty_score":0.9478647},"labels":[],"label_agreement":null},{"id":"W2315152822","doi":"10.1190/segam2012-1390.1","title":"Physical seismic modeling of a vertical fault","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Fault (geology); Computer science; Seismology","score_opus":0.021565521492339087,"score_gpt":0.23837427148221013,"score_spread":0.21680874998987104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315152822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9472362,0.00007894349,0.016553896,0.00021176567,0.000089482266,0.000031718708,0.0000031133234,0.000082814906,0.035712097],"genre_scores_gemma":[0.9974049,0.0000054359693,0.0015649488,0.00084055914,0.00007743592,1.46911e-7,0.000006338911,0.0000012686921,0.000099015924],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995247,0.0000180841,0.000083251696,0.00006734108,0.00012504734,0.00018158808],"domain_scores_gemma":[0.99977976,0.00003389364,0.000008362129,0.00008579422,0.000015697604,0.00007649458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010630573,0.00005140235,0.000085635445,0.00003183304,0.00002832262,0.0000053391573,0.00007856968,0.00002259919,0.0004964094],"category_scores_gemma":[0.000016503202,0.000036913156,0.000040950297,0.000065933215,0.00003801658,0.0001752892,0.0000060469865,0.00006186287,0.00018164524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014010379,0.0004731859,0.47042298,0.00009908015,0.000075380754,0.0000040282553,0.0038506174,0.053155556,0.002298224,0.0042590266,0.047887173,0.41733465],"study_design_scores_gemma":[0.000049810104,0.000025768235,0.00085848337,0.000004656709,0.0000055212163,0.0000033142971,0.000109226225,0.99026513,0.006648121,0.00066671584,0.0013068698,0.00005639214],"about_ca_topic_score_codex":0.0020173348,"about_ca_topic_score_gemma":0.0000015050388,"teacher_disagreement_score":0.9371096,"about_ca_system_score_codex":0.0000012221143,"about_ca_system_score_gemma":0.0000089266205,"threshold_uncertainty_score":0.5435335},"labels":[],"label_agreement":null},{"id":"W2315165012","doi":"10.1190/1.3255832","title":"Velocity dispersion in a heavy oil sandstone","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dispersion (optics); Geology; Petroleum engineering; Geotechnical engineering; Environmental science; Materials science; Optics; Physics","score_opus":0.011318424507947428,"score_gpt":0.21879745431687822,"score_spread":0.2074790298089308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315165012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8102915,0.00029568738,0.00022659692,0.0057140877,0.00010065388,0.000029150644,0.0000036723454,0.00018879063,0.18314986],"genre_scores_gemma":[0.99011135,0.00011580788,0.002013832,0.0062078764,0.000021368585,8.306536e-8,0.000015581458,6.099613e-7,0.00151348],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995009,0.00002064775,0.0000904772,0.00012847928,0.0001052061,0.00015430561],"domain_scores_gemma":[0.999821,0.000019134417,0.000014107287,0.00008835416,0.000007579648,0.000049833845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000151227,0.00005860802,0.000076677665,0.00007463475,0.000048804737,0.000017805593,0.00009229581,0.000032699732,0.0016819508],"category_scores_gemma":[0.000012890602,0.000044429053,0.000023973458,0.00015489548,0.00002562923,0.0001343561,0.0000026049286,0.000082413404,0.00017672],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026666825,0.000017499626,0.0410118,0.0000020837542,6.2853246e-7,0.000007664968,0.00009445306,0.0000237747,0.0000412232,0.00005202375,0.023606883,0.9351153],"study_design_scores_gemma":[0.00074901513,0.0003785419,0.7439917,0.00007009584,0.000004780263,0.000027145956,0.00038385586,0.12794605,0.009316849,0.004416523,0.11227517,0.0004402938],"about_ca_topic_score_codex":0.006114827,"about_ca_topic_score_gemma":0.00012211663,"teacher_disagreement_score":0.934675,"about_ca_system_score_codex":0.0000041069547,"about_ca_system_score_gemma":0.000013136938,"threshold_uncertainty_score":0.9992306},"labels":[],"label_agreement":null},{"id":"W2315213810","doi":"10.1190/1.3627680","title":"Predicting natural fractures in the tight Nordegg gas sandstone of West Central Alberta using azimuthal Fourier coefficients","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Azimuth; Fourier transform; Fourier series; Geology; Anisotropy; Offset (computer science); Fourier analysis; Geodesy; Geometry; Physics; Mathematical analysis; Optics; Mathematics","score_opus":0.01901297068754042,"score_gpt":0.23043618068154326,"score_spread":0.21142320999400283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315213810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97522604,0.00014848355,0.00020709372,0.0001307885,0.00029099424,0.00011372934,0.000009392762,0.000027956621,0.023845535],"genre_scores_gemma":[0.996907,0.000008612099,0.0019225106,0.0009137416,0.000047040554,2.3414876e-7,0.000020496585,0.000002705347,0.00017769307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990036,0.0000759034,0.00020832529,0.00016554451,0.0002458511,0.0003008028],"domain_scores_gemma":[0.9995485,0.00013399372,0.000081699414,0.00016559013,0.000024377972,0.000045822355],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002593487,0.000110747096,0.00012615368,0.00009009262,0.00010518809,0.000021695694,0.00029066822,0.00005195057,0.0024244026],"category_scores_gemma":[0.000058696958,0.00006547581,0.00004861298,0.00019020667,0.00011967192,0.00017250993,0.0000132760315,0.0001965131,0.000013397787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004101649,0.000035981368,0.98348737,0.0000083739915,0.000007842662,0.000007170709,0.0043838765,0.00014953791,0.00004695543,0.000021340376,0.0011885663,0.0106219705],"study_design_scores_gemma":[0.00039514812,0.000110170964,0.7142886,0.000062147505,0.000020874488,0.000041348056,0.0019397852,0.27165502,0.008249926,0.0001956843,0.0028261393,0.00021514879],"about_ca_topic_score_codex":0.09328588,"about_ca_topic_score_gemma":0.0020537227,"teacher_disagreement_score":0.2715055,"about_ca_system_score_codex":0.000003992339,"about_ca_system_score_gemma":0.000030169957,"threshold_uncertainty_score":0.99848753},"labels":[],"label_agreement":null},{"id":"W2315222807","doi":"10.4310/cms.2014.v12.n5.a7","title":"Application of the Wasserstein metric to seismic signals","year":2014,"lang":"en","type":"preprint","venue":"Communications in Mathematical Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Computation; Metric (unit); Fidelity; Inversion (geology); Waveform; Wasserstein metric; Measure (data warehouse); Computer science; Applied mathematics; Mathematical optimization; Numerical analysis; High fidelity; Mathematics; Algorithm; Mathematical analysis; Geology; Physics; Acoustics; Seismology; Data mining; Engineering; Telecommunications","score_opus":0.05339777971135359,"score_gpt":0.31481985850587263,"score_spread":0.26142207879451906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315222807","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31838307,0.0028360796,0.47568825,0.05383497,0.00059739035,0.0043205856,0.00013329842,0.00036879498,0.14383757],"genre_scores_gemma":[0.9555221,0.000065906635,0.043422133,0.0008851709,0.000011844781,0.000023133985,0.000010007374,0.000002609488,0.0000570513],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99824065,0.0003454353,0.0004961373,0.00029018192,0.00042754755,0.00020003632],"domain_scores_gemma":[0.99691015,0.0009669902,0.00026004616,0.0017372713,0.000064411855,0.00006113229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022948736,0.00013713777,0.00028277154,0.00031894105,0.000236494,0.00007076253,0.0043448154,0.00010900903,0.00011159577],"category_scores_gemma":[0.0006243424,0.00008851998,0.00009546542,0.0013088428,0.000785041,0.000066822126,0.00070388033,0.00037230915,0.00011131861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018962894,0.00069993397,0.19537616,0.0011689415,0.00006787877,5.233661e-7,0.004685885,0.20734906,0.0005330604,0.06316405,0.010704495,0.51623106],"study_design_scores_gemma":[0.000029266483,0.000024216228,0.005955141,0.00023177837,0.000011767834,0.0000011757325,0.00017865571,0.8083126,0.00042511759,0.18219647,0.0025077849,0.00012601045],"about_ca_topic_score_codex":0.0014218452,"about_ca_topic_score_gemma":0.00006700277,"teacher_disagreement_score":0.6371391,"about_ca_system_score_codex":0.000016525679,"about_ca_system_score_gemma":0.00010059857,"threshold_uncertainty_score":0.80738205},"labels":[],"label_agreement":null},{"id":"W2315277812","doi":"10.2118/169079-ms","title":"Estimation of Oil Production Rates in Reservoirs Exposed to Focused Vibrational Energy","year":2014,"lang":"en","type":"article","venue":"SPE Improved Oil Recovery Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ryerson University","keywords":"Permeability (electromagnetism); Petroleum engineering; Porous medium; Enhanced oil recovery; Mechanics; Fluid dynamics; Oil production; Porosity; Geology; Volume of fluid method; Relative permeability; Petroleum reservoir; Flow (mathematics); Geotechnical engineering; Chemistry; Physics","score_opus":0.009587326980593391,"score_gpt":0.2086382105300788,"score_spread":0.1990508835494854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315277812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9471136,0.00010478684,0.008674475,0.01055894,0.0019438731,0.00013055347,0.00004486341,0.0002234725,0.03120549],"genre_scores_gemma":[0.97579944,0.00013512839,0.019793747,0.0009035072,0.00018363305,0.0000092006885,0.00020059438,0.000010469186,0.0029642952],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99865294,0.00012867036,0.00037634096,0.00035416745,0.00024161272,0.00024625415],"domain_scores_gemma":[0.9992946,0.00013187126,0.00014695532,0.00026616183,0.000076348995,0.00008407347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005335829,0.00015009572,0.00020285435,0.00030387274,0.00007140587,0.000051236613,0.0001948044,0.00008520543,0.00014085903],"category_scores_gemma":[0.00027386475,0.00013968021,0.000056797337,0.00037708925,0.00005048268,0.0005394085,0.000016016633,0.0000972525,0.000036960486],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002629968,0.00003769396,0.0021897873,0.00005921046,0.000008986411,6.3150344e-7,0.00015538263,0.025113685,0.07204513,0.000060704104,0.0031588008,0.896907],"study_design_scores_gemma":[0.00038242948,0.000475463,0.0017448537,0.00010649243,0.000008333951,0.000004249192,0.00004503316,0.39050168,0.5984373,0.002336476,0.0056958725,0.00026181235],"about_ca_topic_score_codex":0.004384727,"about_ca_topic_score_gemma":0.00044862836,"teacher_disagreement_score":0.8966452,"about_ca_system_score_codex":0.000021023805,"about_ca_system_score_gemma":0.000082037506,"threshold_uncertainty_score":0.6628425},"labels":[],"label_agreement":null},{"id":"W2315426455","doi":"10.1190/segam2012-0829.1","title":"High-accuracy relative event locations using a combined multiplet analysis and the double-difference inversion.","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Multiplet; Inversion (geology); Algorithm; Event (particle physics); Computer science; Geology; Data mining; Seismology; Physics; Spectral line; Astrophysics","score_opus":0.026979558484543687,"score_gpt":0.24904903297300404,"score_spread":0.22206947448846034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315426455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93960774,0.00040551316,0.05474606,0.0028929778,0.00018617857,0.00028773356,0.000017910765,0.000119258875,0.0017366505],"genre_scores_gemma":[0.9901127,0.000064026106,0.008134067,0.0011904719,0.00002554941,0.000001369523,0.000047022757,0.0000015789925,0.0004231744],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923086,0.00011571578,0.00016265493,0.00013997624,0.00015380404,0.00019695988],"domain_scores_gemma":[0.9991586,0.00042661122,0.00009005107,0.0001884239,0.0000385464,0.00009771924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040298552,0.00009919573,0.00016360327,0.00013753786,0.00033054905,0.0000454507,0.00013154733,0.00003755627,0.00079310965],"category_scores_gemma":[0.000064001375,0.000057167446,0.00006703298,0.0004691989,0.00023331957,0.00036763732,0.000024473946,0.00011220778,0.000036986043],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002660999,0.00004705034,0.9673662,0.000009454642,0.00037549337,7.523939e-7,0.0020169932,0.0012054867,0.000053858643,0.008292384,0.002555756,0.017810438],"study_design_scores_gemma":[0.0016268127,0.000033177592,0.2422184,0.00001333746,0.00044587394,0.0000045447237,0.00085968734,0.7497159,0.0011136894,0.0024731753,0.001280005,0.00021533862],"about_ca_topic_score_codex":0.044282127,"about_ca_topic_score_gemma":0.00020136719,"teacher_disagreement_score":0.7485105,"about_ca_system_score_codex":0.000006641886,"about_ca_system_score_gemma":0.000020123847,"threshold_uncertainty_score":0.9620821},"labels":[],"label_agreement":null},{"id":"W2315453020","doi":"10.1190/segam2012-0858.1","title":"Advanced Modeling And Imaging For Seismic Acquisition – A GOM Subsalt Example","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Geology; Seismology; Geophysical imaging; Computer science","score_opus":0.020776977772472845,"score_gpt":0.2329772805351263,"score_spread":0.21220030276265348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315453020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64611036,0.0016448775,0.34611198,0.0007627082,0.00025891242,0.00023166109,0.000021377724,0.00029603663,0.0045620925],"genre_scores_gemma":[0.9731325,0.00005303409,0.023295702,0.0032108568,0.00008395854,0.0000024310543,0.000065081505,0.0000036469667,0.00015277416],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938583,0.000015617758,0.00010346388,0.00014460016,0.000074842006,0.00027563918],"domain_scores_gemma":[0.9997098,0.00006099095,0.000025231475,0.00008797257,0.000025026418,0.000090998365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027184898,0.00008143789,0.00008289126,0.000058436686,0.00014255045,0.000035352925,0.00005717092,0.00002188898,0.00023812152],"category_scores_gemma":[0.000010662291,0.000068261135,0.000026319854,0.000052162373,0.000025127467,0.00057947665,0.000006752956,0.000043102358,0.000022845508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008258975,0.000023061442,0.16388288,0.000058604623,0.000011961943,8.293005e-7,0.0008022772,0.0040235166,0.0007178142,0.00048352932,0.012265203,0.81764776],"study_design_scores_gemma":[0.00019707193,0.000020830508,0.0016936155,0.000011156119,0.0000071447644,0.000012823261,0.0003562607,0.9825435,0.0012097975,0.0021148568,0.011710325,0.00012258365],"about_ca_topic_score_codex":0.0030390597,"about_ca_topic_score_gemma":0.00000736571,"teacher_disagreement_score":0.97852004,"about_ca_system_score_codex":0.0000032129094,"about_ca_system_score_gemma":0.000008130978,"threshold_uncertainty_score":0.45941696},"labels":[],"label_agreement":null},{"id":"W2315575794","doi":"10.1190/geo2015-0427.1","title":"A comparative study of the anisotropic dynamic and static elastic moduli of unconventional reservoir shales: Implication for geomechanical investigations","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Anisotropy; Geology; Bedding; Bed; Elastic modulus; Porosity; Stress (linguistics); Perpendicular; Rock mechanics; Tight gas; Geotechnical engineering; Mechanics; Materials science; Geometry; Optics; Composite material; Hydraulic fracturing; Mathematics; Physics","score_opus":0.02647816181485709,"score_gpt":0.26353267143593717,"score_spread":0.23705450962108007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315575794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278384,0.000017203847,0.0063100527,0.00032015325,0.000044044245,0.0003344604,0.0001558977,0.000011788082,0.00002255947],"genre_scores_gemma":[0.9989483,0.000005674468,0.0009253686,0.00003752541,0.000008244187,0.0000070778055,0.000018069008,0.0000014737134,0.000048295577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999464,0.00004705735,0.00016610291,0.000120397184,0.00012436837,0.000078074256],"domain_scores_gemma":[0.99939656,0.00023173865,0.00012838635,0.00014383568,0.000074292344,0.000025206898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078941426,0.000056380628,0.00011759703,0.000026873102,0.000078503865,0.000005261399,0.000118749034,0.00001658839,0.000018456733],"category_scores_gemma":[0.000034679775,0.00003289944,0.00002959452,0.000112095826,0.00014379768,0.000090215675,0.000015821446,0.000031359104,0.0000026696202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058499194,0.002301916,0.74660075,0.0010242399,0.0007561762,0.0000012683633,0.016612599,0.005354435,0.074192986,0.04595881,0.009584154,0.09702765],"study_design_scores_gemma":[0.0012379123,0.0012002294,0.6095124,0.00013553085,0.00008330458,0.0000020033447,0.0019457523,0.10209709,0.004725531,0.27871916,0.00017934365,0.00016174522],"about_ca_topic_score_codex":0.00045794484,"about_ca_topic_score_gemma":0.00007746773,"teacher_disagreement_score":0.23276035,"about_ca_system_score_codex":0.000004306601,"about_ca_system_score_gemma":0.00003998801,"threshold_uncertainty_score":0.13416003},"labels":[],"label_agreement":null},{"id":"W2315802718","doi":"10.1190/segam2013-0757.1","title":"2D Elastic Time-Laplace-Fourier-Domain Hybrid Full Waveform Inversion","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Fourier domain; Fourier transform; Time domain; Wave equation; Algorithm; Laplace transform; Waveform; Frequency domain; Computer science; Seismic exploration; Geology; Mathematical analysis; Mathematics; Seismology; Telecommunications","score_opus":0.006883306741525623,"score_gpt":0.17957412987378654,"score_spread":0.17269082313226092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315802718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76024795,0.000087144064,0.003279084,0.0030663912,0.00041009358,0.0003366443,0.000017124432,0.00060085906,0.23195471],"genre_scores_gemma":[0.953384,0.00004354114,0.0174176,0.006500961,0.00014862233,0.000002816063,0.00016063811,0.000008934551,0.022332933],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880874,0.000048604757,0.00019975966,0.00027088713,0.00028883602,0.0003831745],"domain_scores_gemma":[0.9993388,0.000097562166,0.000059252092,0.00024941642,0.00004860555,0.00020633108],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002268969,0.00016748572,0.0001593392,0.00014282095,0.0001918726,0.00009491545,0.0002651009,0.000056639026,0.059952002],"category_scores_gemma":[0.000033411216,0.00012278116,0.00007030343,0.00015038073,0.00010896627,0.0005214687,0.000025501438,0.00015889258,0.03438911],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002439974,0.000016431877,0.0055451253,0.000012438196,0.000012646015,0.0000118316175,0.00007863146,0.000033054912,0.00040552128,0.000036708465,0.84999055,0.14383264],"study_design_scores_gemma":[0.0006172521,0.00053586956,0.0048409225,0.000050493298,0.0000212402,0.00011714236,0.0005176835,0.6233097,0.00976304,0.013858967,0.34569913,0.0006685844],"about_ca_topic_score_codex":0.0046648756,"about_ca_topic_score_gemma":0.00001556769,"teacher_disagreement_score":0.6232766,"about_ca_system_score_codex":0.000010783779,"about_ca_system_score_gemma":0.000034966233,"threshold_uncertainty_score":0.9663627},"labels":[],"label_agreement":null},{"id":"W2315810558","doi":"10.1190/segam2013-0223.1","title":"Viscoelastic modeling with simultaneous microseismic sources","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Microseism; Geology; Seismology; Sampling (signal processing); Moment tensor; Acoustics; Geophysics; Computer science; Physics","score_opus":0.007614712468828366,"score_gpt":0.18085268818908562,"score_spread":0.17323797572025726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315810558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9068422,0.00014451517,0.075022295,0.00058369635,0.00006288102,0.00014684886,0.0000036221659,0.00035193254,0.016842037],"genre_scores_gemma":[0.9870758,0.0000128420825,0.008505508,0.0028640504,0.000033529916,9.702796e-7,0.000013941569,0.000003884534,0.0014894855],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929804,0.000016996017,0.00011189763,0.00018998643,0.00013903381,0.00024407162],"domain_scores_gemma":[0.99961466,0.000098784694,0.000025432415,0.00012796954,0.000045166722,0.00008800756],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000054733777,0.00011123516,0.000098340744,0.00006454806,0.0001266208,0.0001098236,0.0001523052,0.00003379061,0.004121079],"category_scores_gemma":[0.000016187165,0.00007009203,0.000023636274,0.00009757512,0.00006255721,0.00022566128,0.0000063083603,0.000095566094,0.0015126666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052948184,0.000037229307,0.044060655,0.00003734146,0.00004362827,0.000039530423,0.0006012629,0.65862733,0.0005891104,0.00006904553,0.018400826,0.2774411],"study_design_scores_gemma":[0.00009342894,0.00009321733,0.00018390054,0.000014989598,0.0000054492366,0.00003107285,0.00030955177,0.99548745,0.0007626374,0.0005393034,0.0023354064,0.00014361061],"about_ca_topic_score_codex":0.019111983,"about_ca_topic_score_gemma":0.000044772754,"teacher_disagreement_score":0.33686012,"about_ca_system_score_codex":0.0000022570164,"about_ca_system_score_gemma":0.00002003463,"threshold_uncertainty_score":0.9992648},"labels":[],"label_agreement":null},{"id":"W2315827557","doi":"10.1190/segam2014-0205.1","title":"Acoustic representation theorem based time-reversal-extrapolation for microseismic event localization","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Extrapolation; Microseism; Representation (politics); Event (particle physics); Computer science; Algorithm; Geology; Seismology; Mathematics; Physics; Statistics","score_opus":0.01004528426843982,"score_gpt":0.23299116065403183,"score_spread":0.22294587638559202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315827557","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072913435,0.000018638459,0.98668194,0.00075733423,0.00016146092,0.00028854687,0.000018663995,0.00021460379,0.004567449],"genre_scores_gemma":[0.985688,0.0000038129622,0.008692688,0.0039436817,0.00007328766,0.0000027732572,0.00062350923,0.00000484633,0.0009674538],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923617,0.00007869678,0.00017459068,0.00021345759,0.000138197,0.00015890413],"domain_scores_gemma":[0.99943054,0.00022465308,0.00007704223,0.0001534056,0.00006503372,0.000049326565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004127134,0.00009205162,0.00009476063,0.00009484099,0.00015181539,0.00004744362,0.000098017,0.000054761396,0.0013528363],"category_scores_gemma":[0.00010482172,0.000077563134,0.00005859798,0.00013437937,0.000045194898,0.00018297923,0.000002826014,0.00004029342,0.0001694175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025235116,0.000064482185,0.04143125,0.00009532635,0.000026083097,6.609166e-7,0.00022905167,0.2725868,0.008120847,0.00072515226,0.28445554,0.39201248],"study_design_scores_gemma":[0.00028282148,0.00008947236,0.0021139043,0.000012813178,0.000015915646,0.0000011942979,0.00003174616,0.9646248,0.013058861,0.0032730359,0.01638364,0.0001117715],"about_ca_topic_score_codex":0.00093754637,"about_ca_topic_score_gemma":0.000014291855,"teacher_disagreement_score":0.9783966,"about_ca_system_score_codex":0.000007286186,"about_ca_system_score_gemma":0.000023459224,"threshold_uncertainty_score":0.99956006},"labels":[],"label_agreement":null},{"id":"W2316021584","doi":"10.4133/sageep.28-069","title":"MULTICOMPONENT VIBROSEISMIC PROFILING OVER HIGH VELOCITY GLACIAL GROUND: AN EXAMPLE FROM SOUTHERN ONTARIO","year":2015,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2015","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Profiling (computer programming); Geology; Glacial period; Geodesy; Geomorphology; Computer science","score_opus":0.01364542712287559,"score_gpt":0.18083477664428027,"score_spread":0.16718934952140468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316021584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938679,0.000020683721,0.0053035985,0.00014701395,0.00007628779,0.00033265448,0.000083067,0.00006145361,0.00010738545],"genre_scores_gemma":[0.9972266,0.0000048777647,0.0020532557,0.0002289611,0.00006958219,0.000015404828,0.00032690095,0.0000092687205,0.00006516458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991408,0.000021901425,0.00017060719,0.00027211718,0.0002341284,0.00016044386],"domain_scores_gemma":[0.9994621,0.000038266127,0.00007296484,0.00028037085,0.0000070401024,0.00013920522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019055042,0.00015193783,0.00013997771,0.00003401334,0.0000734824,0.000030798277,0.0001810493,0.000045322522,0.000029635119],"category_scores_gemma":[0.0000012324892,0.00012086528,0.000026335538,0.000042735566,0.000050623443,0.00011275828,0.000030873867,0.00013002833,0.00009247642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046167753,0.0006025579,0.039700802,0.00006493667,0.00015725815,0.0000015823953,0.025153205,0.53635263,0.34502167,0.0017290192,0.00082907715,0.049925573],"study_design_scores_gemma":[0.001137867,0.00077221106,0.08365523,0.000059827675,0.00006188485,0.0000033761416,0.0015390301,0.85018545,0.039126582,0.0068582864,0.015695676,0.0009045736],"about_ca_topic_score_codex":0.3354059,"about_ca_topic_score_gemma":0.0003891622,"teacher_disagreement_score":0.33501673,"about_ca_system_score_codex":0.000041625914,"about_ca_system_score_gemma":0.000016444394,"threshold_uncertainty_score":0.6690197},"labels":[],"label_agreement":null},{"id":"W2316043263","doi":"10.1190/1.2370040","title":"Seismic depth imaging with the Gabor transform","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Gabor transform; Geology; Artificial intelligence; Computer science; Computer vision; Pattern recognition (psychology); Time–frequency analysis","score_opus":0.005779652538183337,"score_gpt":0.18505769427462315,"score_spread":0.17927804173643982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316043263","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17321114,0.0004925584,0.03516675,0.03403217,0.00011933682,0.00025739326,0.000015311332,0.00060533354,0.7561],"genre_scores_gemma":[0.98987746,0.0000094397255,0.0012406923,0.0056596473,0.000056320063,7.154838e-7,0.000022281047,0.0000025898069,0.0031308355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943745,0.000017002949,0.00007500976,0.00012734743,0.00014552438,0.00019763858],"domain_scores_gemma":[0.9997761,0.00003880276,0.000020110732,0.00011952486,0.000017552975,0.000027869179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013092635,0.00008368218,0.00006104239,0.00003639726,0.00016821692,0.000059728292,0.00015394369,0.000013380144,0.000856947],"category_scores_gemma":[0.0000010653448,0.00004032383,0.000027635913,0.00013213513,0.000101000616,0.0001656377,0.0000018694321,0.00008468859,0.00012368213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003059747,0.00001233643,0.26634344,0.000007241622,0.000007860982,0.000013519619,0.00012278276,0.0013752051,0.00003144563,0.00023357206,0.3782175,0.35360453],"study_design_scores_gemma":[0.00033203498,0.000068157125,0.13830903,0.00001445448,0.000020027068,0.000100277815,0.0006812174,0.23382221,0.006494005,0.0023837772,0.6174959,0.00027892963],"about_ca_topic_score_codex":0.023304064,"about_ca_topic_score_gemma":0.0009332247,"teacher_disagreement_score":0.8166663,"about_ca_system_score_codex":0.000002108411,"about_ca_system_score_gemma":0.000021499933,"threshold_uncertainty_score":0.98319983},"labels":[],"label_agreement":null},{"id":"W2316088021","doi":"10.1190/1.3513575","title":"1‐D analytical analysis of higher order internal multiples predicted via the inverse scattering series based algorithm","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Multiple; Algorithm; Series (stratigraphy); Inverse; Amplitude; Toolbox; Subtraction; Inverse scattering problem; Reflection (computer programming); Attenuation; Order (exchange); Computer science; Scattering; Mathematics; Optics; Physics; Geology; Arithmetic; Geometry","score_opus":0.010168930219614803,"score_gpt":0.22279200601608332,"score_spread":0.21262307579646852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316088021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8665829,0.00005513104,0.104495764,0.009211811,0.001374337,0.00032657463,0.00033363487,0.0006074683,0.017012425],"genre_scores_gemma":[0.9615385,0.000004933746,0.035249613,0.001956573,0.000053375876,7.9040205e-7,0.0000971009,0.0000029851199,0.0010961323],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916726,0.000046702113,0.0002142222,0.00018002528,0.00022040887,0.00017134914],"domain_scores_gemma":[0.999392,0.00012294727,0.000068537025,0.00025778674,0.00008610385,0.00007265875],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023844505,0.00010854749,0.0001822958,0.00023401355,0.000087359644,0.000041452764,0.00028126538,0.000058352696,0.011881536],"category_scores_gemma":[0.000032639244,0.0000643826,0.000112356436,0.0007046999,0.00036322288,0.00017108038,0.000018964673,0.00019789502,0.00002207498],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000570263,0.000041004292,0.82263535,0.000011709587,0.0005366152,0.0000079454985,0.00016858937,0.0010001529,0.0008302508,0.000030481613,0.016915852,0.157765],"study_design_scores_gemma":[0.000098701086,0.000031354983,0.13500358,0.0000040768073,0.00016306374,0.0000022727352,0.000060781218,0.8511858,0.0027816906,0.00003942649,0.010548171,0.000081057085],"about_ca_topic_score_codex":0.009675257,"about_ca_topic_score_gemma":0.001396777,"teacher_disagreement_score":0.85018563,"about_ca_system_score_codex":0.000001806214,"about_ca_system_score_gemma":0.000024422316,"threshold_uncertainty_score":0.9969194},"labels":[],"label_agreement":null},{"id":"W2316369600","doi":"10.1190/segam2014-0857.1","title":"Application of turning-ray tomography to Hussar 2D seismic line from central Alberta","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Statics; Tomography; Geology; Refraction; Seismic tomography; Inversion (geology); Seismology; Geodesy; Algorithm; Geometry; Optics; Computer science; Physics; Mathematics; Classical mechanics","score_opus":0.005532287253325471,"score_gpt":0.19448570456154543,"score_spread":0.18895341730821996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316369600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6783439,0.00008981324,0.28725266,0.003217904,0.00027615234,0.00027915198,0.00005794207,0.00021701817,0.030265449],"genre_scores_gemma":[0.9856151,0.000008169987,0.009110541,0.00458027,0.0000912176,0.0000010113142,0.00016774946,0.0000028236775,0.00042315494],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922585,0.000037872407,0.00017660759,0.00021635366,0.00014691545,0.00019638262],"domain_scores_gemma":[0.99943453,0.00012956627,0.000059885824,0.0002283899,0.000028509576,0.000119105556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001310547,0.00009373108,0.00013360506,0.00010135719,0.000047895745,0.000017726183,0.00021254542,0.000047909365,0.0008784057],"category_scores_gemma":[0.00003454833,0.000074394,0.000056562105,0.00020933527,0.00004009721,0.00008738242,0.000009582601,0.000071116156,0.00020381782],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050544662,0.00003685917,0.51781726,0.000015066192,0.000024976252,3.4112625e-7,0.000553183,0.005781897,0.0017679357,0.00013601505,0.04593542,0.42788053],"study_design_scores_gemma":[0.00018922194,0.00017657469,0.13280953,0.000020672847,0.000016250533,9.2654625e-7,0.00008466319,0.5862202,0.025074475,0.0016299246,0.2535647,0.00021286763],"about_ca_topic_score_codex":0.09338963,"about_ca_topic_score_gemma":0.00043627655,"teacher_disagreement_score":0.5804383,"about_ca_system_score_codex":0.0000017744808,"about_ca_system_score_gemma":0.000009235129,"threshold_uncertainty_score":0.9617926},"labels":[],"label_agreement":null},{"id":"W2316431496","doi":"10.1190/1.3627702","title":"Full waveform inversion using wave‐equation depth migration with tying to wells","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Residual; Wave equation; Computer science; Geology; Wavelet; Tying; Waveform; Algorithm; Mathematics; Telecommunications; Mathematical analysis; Seismology; Artificial intelligence","score_opus":0.07201479715654639,"score_gpt":0.21685233091416223,"score_spread":0.14483753375761582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316431496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8889224,0.000009639666,0.06332332,0.00023528338,0.00012428265,0.0001795538,0.0000020444068,0.00016968744,0.04703381],"genre_scores_gemma":[0.9231186,0.000008249675,0.07439578,0.002082126,0.000030230769,3.800297e-7,0.0000316477,0.0000032193786,0.0003298004],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992921,0.000024451658,0.00012604706,0.00018609526,0.00018682936,0.00018452777],"domain_scores_gemma":[0.9996622,0.00001627083,0.000050116305,0.00012722581,0.000046969835,0.0000972097],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018226713,0.00009829613,0.000081056314,0.0001472685,0.0001430637,0.000033044893,0.00008108262,0.00004210789,0.0020403897],"category_scores_gemma":[0.00001048927,0.00006895072,0.000022598733,0.00021583904,0.0000264365,0.00042830102,0.000007983538,0.0000624315,0.00039035818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007624163,0.00006546622,0.42416787,0.00005156035,0.00004040668,0.00003146351,0.0074130343,0.0012957843,0.0045507997,0.00027401256,0.017338814,0.5440084],"study_design_scores_gemma":[0.0002828018,0.00083595875,0.03206049,0.00008375719,0.00002772007,0.000037746886,0.00168556,0.8793666,0.075961255,0.0006601084,0.0085932845,0.00040476877],"about_ca_topic_score_codex":0.02440451,"about_ca_topic_score_gemma":0.00085638487,"teacher_disagreement_score":0.8780708,"about_ca_system_score_codex":0.000011870581,"about_ca_system_score_gemma":0.000027810627,"threshold_uncertainty_score":0.99887186},"labels":[],"label_agreement":null},{"id":"W2316439943","doi":"10.1190/1.3255179","title":"Improving signal‐to‐noise ratio of passsive seismic data with an adaptive FK filter","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Noise reduction; Computer science; SIGNAL (programming language); Noise (video); Filter (signal processing); Geology; Seismology; Artificial intelligence; Image (mathematics); Computer vision","score_opus":0.023645804201238692,"score_gpt":0.22707963847269538,"score_spread":0.2034338342714567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316439943","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4656273,0.00016152514,0.4940061,0.0045003723,0.00015283113,0.00089916907,0.0005785657,0.00056637527,0.033507757],"genre_scores_gemma":[0.9596475,0.0000036346562,0.033139482,0.0065317117,0.000041631174,3.4704908e-7,0.00019160064,0.0000024711528,0.0004416251],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999093,0.0000449335,0.00015268629,0.00031790667,0.00019784216,0.0001936459],"domain_scores_gemma":[0.9992421,0.000044705583,0.00007668599,0.0004541129,0.00006232268,0.00012007367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019457289,0.00011550443,0.0001415073,0.00009443654,0.00007326562,0.000039909875,0.00044135665,0.000034123004,0.0008639489],"category_scores_gemma":[0.000015192502,0.00007858469,0.000016466935,0.00016431943,0.000050079427,0.00066702726,0.000018614968,0.00009101328,0.000049670107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004496565,0.000061634266,0.0068313074,0.000010557573,0.00002371914,0.000024045494,0.00056299125,0.0027888583,0.0020535693,0.00008548133,0.0491686,0.9379396],"study_design_scores_gemma":[0.00024398243,0.0024872252,0.008715817,0.00003577122,0.000021428135,0.000013446717,0.0007047708,0.95573705,0.028271494,0.00044319092,0.0030655283,0.00026029846],"about_ca_topic_score_codex":0.0069654486,"about_ca_topic_score_gemma":0.00010855689,"teacher_disagreement_score":0.9529482,"about_ca_system_score_codex":0.0000029077114,"about_ca_system_score_gemma":0.00006825631,"threshold_uncertainty_score":0.99964726},"labels":[],"label_agreement":null},{"id":"W2316702884","doi":"10.3997/2214-4609.201412706","title":"Least Squares Wave Equation Migration of Elastic Data","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Extrapolation; Seismic migration; Helmholtz equation; Fourier transform; Wave equation; Least-squares function approximation; Frequency domain; Mathematical analysis; Synthetic data; Algorithm; Isotropy; Operator (biology); Mathematics; Computer science; Optics; Physics; Boundary value problem; Statistics; Geophysics","score_opus":0.11623729307394157,"score_gpt":0.25376898656457575,"score_spread":0.13753169349063418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316702884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566179,0.00034841994,0.0051245447,0.0018127979,0.00030498867,0.000204997,0.000075424876,0.00023831194,0.035272643],"genre_scores_gemma":[0.9960774,0.000015994077,0.0033420243,0.00021865868,0.00006698122,3.461682e-7,0.00016381155,0.0000017269865,0.00011304397],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941546,0.000004754984,0.0001260896,0.00014836916,0.00020905327,0.00009627059],"domain_scores_gemma":[0.9996333,0.000020352756,0.00008043397,0.000084236526,0.0001260089,0.000055669705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033464562,0.00005549333,0.00007196711,0.0000688193,0.00003228539,0.000032359516,0.00017390588,0.00002908347,0.000116462834],"category_scores_gemma":[0.00021657808,0.000046168083,0.000010660812,0.00013201557,0.000043147775,0.0005545301,0.000017677567,0.000050126997,0.00006846966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100580684,0.000036506404,0.43854842,0.00011000198,0.000016081518,0.000001321581,0.0026470171,0.00005227178,0.0009921821,0.00061360374,0.3374926,0.21938941],"study_design_scores_gemma":[0.0002604466,0.00025519464,0.024045313,0.00006764239,0.000025427538,0.000014893466,0.0017033794,0.9104704,0.008504812,0.0048914505,0.049584772,0.00017625155],"about_ca_topic_score_codex":0.0023576673,"about_ca_topic_score_gemma":0.000019005261,"teacher_disagreement_score":0.91041815,"about_ca_system_score_codex":0.0000031649074,"about_ca_system_score_gemma":0.00003083043,"threshold_uncertainty_score":0.35641035},"labels":[],"label_agreement":null},{"id":"W2316715442","doi":"10.1071/aseg2001ab066","title":"The limitations of time migration and trace stretch in the presence of lateral velocity gradients","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Geology; Velocity gradient; Homogeneous; Geodesy; Mechanics; Geometry; Mineralogy; Physics; Mathematics; Thermodynamics","score_opus":0.024493253914867487,"score_gpt":0.22950601586381972,"score_spread":0.20501276194895224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316715442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973146,0.00018014836,0.0000044574363,0.0012456446,0.000033616987,0.00010090735,0.0000147325,0.0000096905505,0.0010962073],"genre_scores_gemma":[0.9989831,0.0005915255,0.00020023505,0.00009811021,0.000007973891,7.846924e-7,0.000015438403,9.1197126e-7,0.00010193332],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99939233,0.000066527595,0.00017481654,0.000085445834,0.00017356878,0.000107325184],"domain_scores_gemma":[0.99929637,0.00044464236,0.00009332922,0.0001149471,0.000029214425,0.000021479476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041902997,0.000051120485,0.00006351439,0.000034602366,0.00007949521,0.000024977928,0.00016528426,0.000026026173,0.000022104989],"category_scores_gemma":[0.00012458637,0.000029885367,0.000018890025,0.0001224862,0.00012241807,0.00015618275,0.0000043748805,0.000083484585,0.0000060025245],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000612261,0.000081924525,0.08230112,0.00000926383,0.000009812276,0.0000095886535,0.0024540396,0.00030511245,0.00012695245,0.000080866186,0.003348687,0.91121143],"study_design_scores_gemma":[0.000088055385,0.000055756893,0.98417276,0.00001533484,0.000004333058,0.000008834317,0.00031025807,0.009651105,0.0012088248,0.0020930471,0.0023551136,0.000036550027],"about_ca_topic_score_codex":0.004020253,"about_ca_topic_score_gemma":0.00081292476,"teacher_disagreement_score":0.91117483,"about_ca_system_score_codex":0.0000013774603,"about_ca_system_score_gemma":0.000015315169,"threshold_uncertainty_score":0.60774475},"labels":[],"label_agreement":null},{"id":"W2316745688","doi":"10.1093/gji/ggu307","title":"Waveform-based simulated annealing of crosshole transmission data: a semi-global method for estimating seismic anisotropy","year":2014,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vale (Canada); Western University","funders":"","keywords":"Anisotropy; Simulated annealing; Waveform; Frequency domain; Inverse problem; Inverse theory; Time domain; Geology; Inverse; Acoustic wave equation; Acoustics; Tomography; Algorithm; Computer science; Mathematical analysis; Acoustic wave; Mathematics; Physics; Optics; Surface wave; Geometry; Telecommunications","score_opus":0.023455368828753455,"score_gpt":0.31503588040916747,"score_spread":0.29158051158041404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316745688","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0501917,0.00002054258,0.9474045,0.0010934713,0.0005083666,0.00007781328,0.0002696554,0.000046569843,0.00038738188],"genre_scores_gemma":[0.6622826,0.0000024609633,0.33599022,0.0009430786,0.00040979005,2.4421172e-7,0.00033272553,0.0000038153103,0.000035091187],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987316,0.00007891773,0.0003638508,0.00022823527,0.00037722717,0.00022013794],"domain_scores_gemma":[0.99900365,0.000301342,0.00023140972,0.00016134724,0.00018343909,0.00011879204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000662394,0.00012626078,0.00020012885,0.000065644366,0.0001849505,0.00010482762,0.00057441986,0.00005682773,0.00016595544],"category_scores_gemma":[0.00015428489,0.00009962539,0.00012364528,0.00010872847,0.00005880362,0.00038255556,0.000021066502,0.00018513152,0.000010823638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025266592,0.000063500185,0.0029610426,0.00003353748,0.00006174161,0.0000045544275,0.00005786976,0.33672687,0.0008509755,0.00013216211,0.0044892593,0.65436584],"study_design_scores_gemma":[0.0006458183,0.00015950053,0.0011405678,0.00009030829,0.000022044736,0.000031585194,0.000017795419,0.97492933,0.0022076068,0.00881294,0.011828356,0.00011412571],"about_ca_topic_score_codex":0.0007676656,"about_ca_topic_score_gemma":0.0000015829438,"teacher_disagreement_score":0.6542517,"about_ca_system_score_codex":0.000015945596,"about_ca_system_score_gemma":0.00007404663,"threshold_uncertainty_score":0.40626055},"labels":[],"label_agreement":null},{"id":"W2316891541","doi":"10.1093/gji/ggv547","title":"A numerically exact local solver applied to salt boundary inversion in seismic full-waveform inversion","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Eidgenössische Technische Hochschule Zürich; National Science Foundation","keywords":"Solver; Inversion (geology); Boundary (topology); Algorithm; Waveform; Geology; Computer science; Applied mathematics; Mathematical optimization; Mathematical analysis; Mathematics; Seismology","score_opus":0.00869000435673957,"score_gpt":0.21716581650007588,"score_spread":0.20847581214333633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316891541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9003321,0.000019807001,0.073234715,0.0138474405,0.0014035858,0.00016646732,0.000034050227,0.000106030406,0.01085584],"genre_scores_gemma":[0.9892021,0.000051568466,0.0015228326,0.008175848,0.00045250228,0.0000014004752,0.000027229291,0.0000074577715,0.000559058],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817514,0.00005396437,0.00036006642,0.00031690372,0.00069390936,0.00040000296],"domain_scores_gemma":[0.99918896,0.00012869672,0.0001275127,0.0001393826,0.00009957096,0.00031585956],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002938458,0.00019117362,0.00021109702,0.00034013324,0.0001563118,0.000115503455,0.00051995215,0.000084704625,0.0024588981],"category_scores_gemma":[0.000049803864,0.00012786292,0.00012693994,0.00024253379,0.0001502309,0.00054102484,0.00007367617,0.00036322986,0.0024206638],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078611815,0.00011523263,0.010470345,0.0000057796015,0.00004370154,0.000112029935,0.00025174307,0.00071080733,0.0058877375,0.00015986334,0.057601538,0.9238551],"study_design_scores_gemma":[0.005250503,0.0014478568,0.15355445,0.00073538115,0.00004230035,0.0005389049,0.00088894647,0.2557866,0.01370568,0.048287023,0.51811045,0.0016518725],"about_ca_topic_score_codex":0.0008583987,"about_ca_topic_score_gemma":0.00002457303,"teacher_disagreement_score":0.92220324,"about_ca_system_score_codex":0.00013284091,"about_ca_system_score_gemma":0.00012011973,"threshold_uncertainty_score":0.99845296},"labels":[],"label_agreement":null},{"id":"W2316900117","doi":"10.1190/1.3628116","title":"Robust source signature deconvolution and the estimation of primaries by sparse inversion","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deconvolution; Inversion (geology); Computer science; Blind deconvolution; Premise; Impulse response; Algorithm; Impulse (physics); Geology; Mathematics; Physics; Epistemology; Philosophy; Seismology","score_opus":0.017540134334821295,"score_gpt":0.17366873143617909,"score_spread":0.1561285971013578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316900117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7916978,0.0027017458,0.1499822,0.0020359214,0.00026821668,0.00049031636,0.00002864274,0.0002959829,0.052499168],"genre_scores_gemma":[0.99070185,0.00009042161,0.007759484,0.00091853546,0.0000057578254,2.855061e-7,0.000029376177,0.0000011258236,0.000493159],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959886,0.000046137993,0.00009645764,0.000091487826,0.00009012984,0.00007692301],"domain_scores_gemma":[0.99974495,0.0000674914,0.000059872582,0.000081716906,0.000019882564,0.000026070715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002449116,0.000055260625,0.00007576202,0.000032228792,0.00009380441,0.000012499322,0.000080275284,0.000044690503,0.0006002456],"category_scores_gemma":[0.00003558807,0.000032164415,0.000019177523,0.00006384474,0.00027761646,0.00018335361,0.000009407447,0.00006751832,0.000012184848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005327108,0.00003720991,0.09130834,0.000066551605,0.000035013774,8.9596244e-7,0.0042714,0.0016020372,0.00015477986,0.0019981295,0.32111248,0.5788804],"study_design_scores_gemma":[0.0006477432,0.00009751549,0.011910251,0.000023512586,0.000029040077,0.0000069775638,0.00083567796,0.9566736,0.016809942,0.0051425938,0.0076861666,0.00013698182],"about_ca_topic_score_codex":0.007567961,"about_ca_topic_score_gemma":0.000024422077,"teacher_disagreement_score":0.95507157,"about_ca_system_score_codex":0.0000015022528,"about_ca_system_score_gemma":0.000010127815,"threshold_uncertainty_score":0.9990407},"labels":[],"label_agreement":null},{"id":"W2316998716","doi":"10.3997/2214-4609.201413198","title":"Uncertainty Quantification for Wavefield Reconstruction Inversion","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hessian matrix; Posterior probability; Diagonal; Inversion (geology); Uncertainty quantification; Applied mathematics; Gaussian; Algorithm; Diagonal matrix; Mathematics; Newton's method; Prior probability; Mathematical optimization; Bayesian probability; Computer science; Statistics; Physics; Geometry; Geology","score_opus":0.05016449789230442,"score_gpt":0.24431673498004342,"score_spread":0.194152237087739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316998716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92803806,0.00015966347,0.0047938824,0.005274342,0.0012877408,0.00051658397,0.0000231972,0.00054235436,0.059364177],"genre_scores_gemma":[0.9916206,0.000018066994,0.007032812,0.000791153,0.000107460706,0.0000027838041,0.000039992618,0.000002138271,0.00038501283],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994893,0.000003445143,0.00010592806,0.00016380423,0.00011076761,0.00012677375],"domain_scores_gemma":[0.999629,0.000022134956,0.00006229976,0.00004113144,0.00016720186,0.00007822619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003294221,0.00006135637,0.00006681344,0.000070223665,0.00009135148,0.000047655467,0.00008982344,0.000052581738,0.00007385533],"category_scores_gemma":[0.00014385222,0.00005274449,0.000027996573,0.00011179684,0.00003968842,0.0003143474,0.000003923796,0.000057686375,0.00006470057],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010535814,0.000007664671,0.056774788,0.000036379886,0.000005640216,1.4077008e-7,0.0005157966,0.000040089442,0.00039307892,0.0007068579,0.24388368,0.6975305],"study_design_scores_gemma":[0.0005735434,0.00031883744,0.0016782443,0.000055114717,0.000020751886,0.000032871045,0.0033785936,0.6009517,0.024008773,0.02762138,0.3410709,0.00028933556],"about_ca_topic_score_codex":0.0008501193,"about_ca_topic_score_gemma":0.000005359583,"teacher_disagreement_score":0.6972412,"about_ca_system_score_codex":0.000008690833,"about_ca_system_score_gemma":0.00002573712,"threshold_uncertainty_score":0.21508579},"labels":[],"label_agreement":null},{"id":"W2317020818","doi":"10.1190/1.3513447","title":"A case study in the application of inversion methods to a Persian Gulf reservoir","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Persian; Inversion (geology); Geology; Petroleum engineering; Computer science; Seismology","score_opus":0.0353185831087317,"score_gpt":0.3281672696555787,"score_spread":0.292848686546847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317020818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853454,0.000004943998,0.0057567777,0.0012066149,0.000053776104,0.00039154728,0.0000023587702,0.00002915801,0.0072094267],"genre_scores_gemma":[0.95934904,6.1763615e-7,0.039267242,0.0012993466,0.00001480008,0.0000033008134,0.0000032015146,0.0000010063703,0.00006144537],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993257,0.000177632,0.00012448587,0.00014330697,0.00013055466,0.00009833262],"domain_scores_gemma":[0.99947435,0.00014780453,0.000029921786,0.0002825597,0.000025602065,0.000039749444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014381208,0.000053162137,0.000075691496,0.00012665929,0.0000688803,0.000015856755,0.00024758998,0.000029693107,0.00025842385],"category_scores_gemma":[0.00006344067,0.000032354317,0.000021879674,0.00035342068,0.000034104305,0.00008180159,0.000014244347,0.00014526097,0.00002829845],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040049556,0.00014352585,0.49224785,0.000010344923,0.000006111248,0.00012829812,0.016597835,0.000087870365,0.0014434514,0.0000981594,0.011487229,0.4777093],"study_design_scores_gemma":[0.0013255454,0.002041917,0.13433458,0.000020806654,0.000054879507,0.0015265361,0.32391408,0.36938724,0.015062356,0.0035848215,0.14806342,0.00068382575],"about_ca_topic_score_codex":0.087565444,"about_ca_topic_score_gemma":0.0077243107,"teacher_disagreement_score":0.47702545,"about_ca_system_score_codex":0.000001514916,"about_ca_system_score_gemma":0.000014717353,"threshold_uncertainty_score":0.91851056},"labels":[],"label_agreement":null},{"id":"W2317070103","doi":"10.1190/segam2012-0925.1","title":"Prestack wavefield approximations","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Computer science; Geology","score_opus":0.022093383402882884,"score_gpt":0.22064881650294801,"score_spread":0.19855543310006513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317070103","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056752138,0.00023848543,0.009143017,0.0012905794,0.00031218788,0.0000824154,0.000006502938,0.00031652712,0.9318581],"genre_scores_gemma":[0.9834511,0.000011645774,0.010442489,0.0024369701,0.000074253214,3.584316e-7,0.0000188321,7.9073885e-7,0.0035635352],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966335,0.00001287574,0.000055393695,0.0000491692,0.00006958962,0.00014959769],"domain_scores_gemma":[0.99979573,0.0000336823,0.0000120544655,0.00008637643,0.000007896607,0.00006426189],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001111273,0.000036825804,0.00003459539,0.000028560267,0.000059639387,0.000015228114,0.00006360367,0.00002133043,0.007754865],"category_scores_gemma":[0.000015529216,0.000026847034,0.000017729666,0.0000572006,0.000020165273,0.0002608951,0.000003404825,0.000044276527,0.00089971634],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028616091,0.000020073458,0.428196,0.0000068446357,0.00000510713,3.3495925e-7,0.00029384624,0.000014896202,0.00001652876,0.002805213,0.37910512,0.18953317],"study_design_scores_gemma":[0.00010967805,0.00004287367,0.13445605,0.00000736322,0.000009195394,0.000019963236,0.00046025403,0.03855563,0.006968116,0.0028924453,0.8162446,0.00023381473],"about_ca_topic_score_codex":0.0011047238,"about_ca_topic_score_gemma":0.000005456913,"teacher_disagreement_score":0.9282946,"about_ca_system_score_codex":6.865152e-7,"about_ca_system_score_gemma":0.0000050274953,"threshold_uncertainty_score":0.9998782},"labels":[],"label_agreement":null},{"id":"W2317073894","doi":"10.1190/segam2014-0570.1","title":"Numerical analysis of 1.5D internal multiple prediction","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.011380787553031863,"score_gpt":0.20466638072722437,"score_spread":0.1932855931741925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317073894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6565853,0.000028177137,0.27334344,0.0004002159,0.00025711724,0.000053180047,0.000038178092,0.00023121118,0.06906323],"genre_scores_gemma":[0.9966328,0.000004605503,0.0024721164,0.000511354,0.000022870996,1.1410522e-7,0.00004693681,6.3366343e-7,0.00030856283],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995688,0.000031897587,0.00011835766,0.000094853116,0.00011210206,0.000073998424],"domain_scores_gemma":[0.9997349,0.00007817251,0.00003724265,0.00009213766,0.000020256215,0.000037315574],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015724494,0.00003917846,0.00010375884,0.00014775508,0.000024454437,0.000008442174,0.000086308675,0.000021243126,0.002118042],"category_scores_gemma":[0.000046323847,0.000028752302,0.00006775714,0.00026571625,0.000030664316,0.0000689634,0.000003111891,0.000040645704,0.000039232895],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008154478,0.0000058413866,0.9328953,0.0000015315371,0.000050269242,1.5785788e-7,0.000028704886,0.0013656311,0.00002465402,0.000017146083,0.004934295,0.06066831],"study_design_scores_gemma":[0.00004323854,0.000042347165,0.30590567,0.0000018212239,0.00003981379,7.1110674e-7,0.000016730932,0.6839986,0.001515683,0.00005871906,0.008351941,0.000024749286],"about_ca_topic_score_codex":0.010808604,"about_ca_topic_score_gemma":0.000045832545,"teacher_disagreement_score":0.6826329,"about_ca_system_score_codex":0.0000011404042,"about_ca_system_score_gemma":0.0000036293486,"threshold_uncertainty_score":0.99879414},"labels":[],"label_agreement":null},{"id":"W2317377980","doi":"10.1190/segam2013-1174.1","title":"Characterizing hydraulic fracture behaviour in the Horn River Basin with microseismic data","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada); Microsemi (Canada)","funders":"","keywords":"Microseism; Hydraulic fracturing; Geology; Seismology; Structural basin; Hypocenter; Shear (geology); Wireline; Fault (geology); Geomorphology; Geotechnical engineering; Petrology; Computer science; Induced seismicity; Telecommunications","score_opus":0.01663938034813271,"score_gpt":0.21572741441978285,"score_spread":0.19908803407165016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317377980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97299963,0.000103748345,0.00043456824,0.019583767,0.00007104558,0.0003050433,0.000044072578,0.00011024718,0.006347848],"genre_scores_gemma":[0.94014156,0.000028083101,0.0018493945,0.057206675,0.000044720437,0.0000017503323,0.00033305996,0.0000033646938,0.00039140665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991018,0.00007192022,0.00012665903,0.00027362801,0.00017858883,0.00024740867],"domain_scores_gemma":[0.9992907,0.00006435046,0.000047512727,0.0005361146,0.00001680466,0.00004448494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002661702,0.00012238685,0.00010984434,0.000070449874,0.00010543596,0.00014672578,0.00073222385,0.000050933955,0.0021185903],"category_scores_gemma":[0.000008490384,0.00006385409,0.000017033119,0.00016077941,0.00010184294,0.00071623066,0.000024515526,0.0002441171,0.0005211638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011834453,0.000030393267,0.6605713,0.000006184354,0.000006973026,0.0000240009,0.0009668316,0.000011265791,0.0001312291,0.000003106498,0.26152268,0.07671425],"study_design_scores_gemma":[0.00015270057,0.000055877892,0.7981561,0.000021531752,0.0000087151175,0.000052306845,0.0006850926,0.01150576,0.0008877992,0.000103037666,0.18820174,0.00016933458],"about_ca_topic_score_codex":0.081674024,"about_ca_topic_score_gemma":0.00018217223,"teacher_disagreement_score":0.13758485,"about_ca_system_score_codex":0.0000025886434,"about_ca_system_score_gemma":0.000023224004,"threshold_uncertainty_score":0.9987936},"labels":[],"label_agreement":null},{"id":"W2317437567","doi":"10.1190/segam2013-1362.1","title":"Poststack inversion of broadband seismic data from Alberta, Canada","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Broadband; Inversion (geology); Geology; Seismology; Computer science; Telecommunications","score_opus":0.016794626437245986,"score_gpt":0.1991071637766112,"score_spread":0.1823125373393652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317437567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530921,0.00016152005,0.00018735144,0.0033016591,0.00026197152,0.00012716456,0.0003101609,0.00004038056,0.04251769],"genre_scores_gemma":[0.98918533,0.000034320758,0.0011187121,0.005858648,0.000025629879,1.3986808e-7,0.00094564614,0.0000019951478,0.0028295456],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924463,0.000029110186,0.00015556334,0.00021745905,0.00019680097,0.0001564323],"domain_scores_gemma":[0.9992056,0.00015399694,0.000055996963,0.00045744565,0.00003513574,0.00009184214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060977374,0.00008411016,0.00011759939,0.000033868797,0.00004912585,0.00002262467,0.000489728,0.00003491228,0.01904733],"category_scores_gemma":[0.000032251133,0.00006429825,0.000014875143,0.00008417751,0.000047822832,0.00037025343,0.000042847707,0.000068934816,0.00036022355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040338523,0.0000034822872,0.123988844,0.0000042299275,0.000008251514,9.845766e-7,0.000026241914,0.000023306457,0.000045881578,0.0000016174432,0.84666747,0.029225644],"study_design_scores_gemma":[0.00022448829,0.00004241212,0.056686915,0.000026538886,0.000013696744,0.000003930117,0.00041060866,0.74020284,0.005613247,0.00073389546,0.19582939,0.00021200422],"about_ca_topic_score_codex":0.99949783,"about_ca_topic_score_gemma":0.8616458,"teacher_disagreement_score":0.74017954,"about_ca_system_score_codex":0.000005013269,"about_ca_system_score_gemma":0.00016099989,"threshold_uncertainty_score":0.9818494},"labels":[],"label_agreement":null},{"id":"W2317481794","doi":"10.1071/aseg2013ab321","title":"Microseismic Monitoring - Methods and Interpretation","year":2013,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Workflow; Geology; Hydraulic fracturing; Fracture (geology); Event (particle physics); Drill; Interpretation (philosophy); Seismology; Computer science; Geophysics; Petroleum engineering; Engineering; Geotechnical engineering; Mechanical engineering","score_opus":0.01350900077527768,"score_gpt":0.2821479368521058,"score_spread":0.26863893607682815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317481794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890462,0.0006933981,0.0014626121,0.0005926767,0.0004104494,0.00015548036,0.000005575438,0.0001890851,0.0074444874],"genre_scores_gemma":[0.9438792,0.00007562501,0.05493294,0.00080467266,0.000054287862,0.00000192103,0.000014989081,0.000003379332,0.00023298801],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99929106,0.000055246674,0.00017051747,0.00019703821,0.000091074486,0.00019503792],"domain_scores_gemma":[0.99951077,0.00013452483,0.000067626606,0.00012280887,0.00003330535,0.00013099839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026692337,0.00010171632,0.00010020102,0.00007753008,0.0001050625,0.00011912175,0.00009895347,0.00005152723,0.00058029214],"category_scores_gemma":[0.00008197133,0.00008667221,0.000027008193,0.000065660424,0.0000618493,0.00047124535,0.000009527304,0.00013618771,0.00028519367],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003611802,0.0000047034787,0.0016719145,0.000006778713,0.0000050657127,0.0000024627775,0.00012609508,0.000028133874,0.001310116,0.000004030826,0.0018495765,0.9949875],"study_design_scores_gemma":[0.00010819265,0.000047118094,0.9033501,0.000036658235,0.000008391903,0.00003169997,0.00033643562,0.017606856,0.068564296,0.005005006,0.0047442904,0.00016094613],"about_ca_topic_score_codex":0.0048643425,"about_ca_topic_score_gemma":0.0000029990058,"teacher_disagreement_score":0.99482656,"about_ca_system_score_codex":0.000003644149,"about_ca_system_score_gemma":0.000016375263,"threshold_uncertainty_score":0.7353463},"labels":[],"label_agreement":null},{"id":"W2317496234","doi":"10.1190/segam2014-0773.1","title":"Efficient τ-<i>p</i>domain waveform inversion, part 2: Sensitivity to<i>p</i>component setting, source spacing and noise","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Computer science; Algorithm; Waveform; Time domain; Mathematical optimization; Mathematics; Telecommunications; Geology; Seismology","score_opus":0.005890136425011854,"score_gpt":0.18242226736541942,"score_spread":0.17653213094040757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317496234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585634,0.000025102601,0.02302215,0.0034065195,0.00024378722,0.0001858684,0.000011203819,0.0003066153,0.01423537],"genre_scores_gemma":[0.9783412,0.0000062439567,0.009133881,0.011715816,0.000113393085,6.626118e-7,0.000020948417,0.0000058421037,0.000662013],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985403,0.00015515024,0.00020558097,0.00039669054,0.00029553505,0.00040677143],"domain_scores_gemma":[0.99913096,0.00019995506,0.000065438435,0.00025016605,0.000039349823,0.0003141342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012414019,0.00018854787,0.00019969004,0.0001293807,0.0003163237,0.0000748046,0.00009751478,0.000060367653,0.0002704509],"category_scores_gemma":[0.0000926077,0.00014907966,0.00005225751,0.00016369186,0.00009861321,0.00007298683,0.000054879714,0.0001498071,0.00030487424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012787318,0.00008972202,0.15956555,0.00010185101,0.000035247656,0.00002983411,0.0031442964,0.025760375,0.0038895998,0.00027101202,0.21146181,0.5955228],"study_design_scores_gemma":[0.00032813146,0.00014341979,0.014308456,0.0000788889,0.000012122206,0.000053897766,0.0006634504,0.71652097,0.007893557,0.00024461874,0.25934246,0.00041004914],"about_ca_topic_score_codex":0.0031325102,"about_ca_topic_score_gemma":0.00009586479,"teacher_disagreement_score":0.6907606,"about_ca_system_score_codex":0.000009892784,"about_ca_system_score_gemma":0.000016279244,"threshold_uncertainty_score":0.60792917},"labels":[],"label_agreement":null},{"id":"W2317511584","doi":"10.3997/2214-4609.201413209","title":"Full Model Wavenumber Inversion (FMWI)","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Wavenumber; Residual; Inversion (geology); Fourier transform; A priori and a posteriori; Mathematical analysis; Algorithm; Mathematics; Physics; Geology; Optics; Seismology","score_opus":0.03580976933116699,"score_gpt":0.22400737247986044,"score_spread":0.18819760314869344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317511584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7101405,0.00014387781,0.0007378154,0.0024460966,0.000254343,0.00013011204,0.000010700021,0.0004463714,0.28569016],"genre_scores_gemma":[0.98653144,0.000015541147,0.008479696,0.0026469864,0.000079731355,7.422649e-7,0.000015536558,0.000003920538,0.002226406],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926144,0.0000033141496,0.00010129984,0.00018637706,0.00024034586,0.00020720728],"domain_scores_gemma":[0.99961793,0.000005901058,0.000043974887,0.00005455577,0.000103065366,0.00017456913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024507058,0.00009217682,0.00008913421,0.0000703108,0.00008224429,0.00005330196,0.00016866466,0.00005477913,0.00019942841],"category_scores_gemma":[0.000052909167,0.00007770477,0.000031360974,0.00014357547,0.000051526767,0.00040672327,0.000017324088,0.00011313476,0.00068352144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097441574,0.000014553083,0.056625664,0.000024420024,0.000006264065,0.000003053943,0.0013655112,0.00025971068,0.00021063344,0.00030889647,0.90259206,0.03849176],"study_design_scores_gemma":[0.0002421098,0.00012524103,0.00028353842,0.000019498186,0.000008719893,0.00002127245,0.00061651506,0.8979103,0.0024954963,0.011144361,0.0869424,0.00019055203],"about_ca_topic_score_codex":0.00049713085,"about_ca_topic_score_gemma":0.0000022733118,"teacher_disagreement_score":0.8976506,"about_ca_system_score_codex":0.000008434757,"about_ca_system_score_gemma":0.000037721675,"threshold_uncertainty_score":0.87855136},"labels":[],"label_agreement":null},{"id":"W2317526514","doi":"10.1190/1.3513254","title":"Physical modeling of the reflectivity and transmissivity dependence on tilt and azimuth of a material with orthorhombic symmetry","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología; Society of Economic Geologists Foundation","keywords":"Tilt (camera); Azimuth; Anisotropy; Orthorhombic crystal system; Amplitude; Geology; Reflectivity; Symmetry (geometry); Asymmetry; Optics; Mineralogy; Materials science; Geophysics; Physics; Geometry; Mathematics; Diffraction","score_opus":0.009420083097638105,"score_gpt":0.21529277649802414,"score_spread":0.20587269340038603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317526514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99652505,0.0000061782844,0.0005726983,0.0001135229,0.000039858653,0.00006702299,0.000013626192,0.000018139113,0.0026439312],"genre_scores_gemma":[0.9989107,0.0000062146873,0.0009670777,0.00008003256,0.000012941304,1.9222273e-7,8.805251e-7,0.0000014601455,0.00002045529],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995481,0.000032858512,0.00006794629,0.00013348872,0.00013722561,0.00008038425],"domain_scores_gemma":[0.9997413,0.000050918723,0.000036795605,0.000116811316,0.000019456234,0.000034673816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001514425,0.000064993306,0.00011385856,0.000025921143,0.000057206867,0.0000109657585,0.00007418393,0.00003157561,0.000041352825],"category_scores_gemma":[0.000013552288,0.000034192115,0.000017019576,0.00007094878,0.0001608475,0.000085661566,0.000007794246,0.00012748237,3.486112e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011999176,0.00024020916,0.5784681,0.0002934981,0.000054252298,0.000004842964,0.0016651407,0.0006591618,0.104344614,0.0019689389,0.00017261671,0.31092873],"study_design_scores_gemma":[0.00034918837,0.00046325588,0.07124555,0.00007361558,0.000032234828,0.000032134638,0.00013673045,0.5754798,0.3478122,0.0041650734,0.000036730078,0.00017350756],"about_ca_topic_score_codex":0.0032858052,"about_ca_topic_score_gemma":0.00022132321,"teacher_disagreement_score":0.57482064,"about_ca_system_score_codex":4.658623e-7,"about_ca_system_score_gemma":0.000020170997,"threshold_uncertainty_score":0.49671763},"labels":[],"label_agreement":null},{"id":"W2317578207","doi":"10.1190/segam2015-5842738.1","title":"A new 5D seismic reconstruction method based on a Parallel Square Matrix Factorization algorithm","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Algorithm; Computer science; Matrix decomposition; Tensor (intrinsic definition); Factorization; Matrix (chemical analysis); Mathematics; Geometry","score_opus":0.029707983390886927,"score_gpt":0.2652155310188153,"score_spread":0.23550754762792836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317578207","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006081587,0.000051857452,0.9874111,0.0012209609,0.0006048392,0.00014504374,0.000020846082,0.00036803904,0.009569178],"genre_scores_gemma":[0.08245308,0.000014400257,0.9106922,0.0028554415,0.00025538626,0.0000011345725,0.0001881806,0.0000062015133,0.0035339624],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990322,0.000113255424,0.00016323583,0.0002453336,0.0002626692,0.0001833284],"domain_scores_gemma":[0.9994364,0.00007158635,0.00006734669,0.00016821956,0.000056787536,0.00019967712],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031093822,0.00012748953,0.00012809043,0.00016148771,0.00007290571,0.000064279724,0.00011708069,0.000082941435,0.0014558118],"category_scores_gemma":[0.00004313283,0.00010145322,0.000050190425,0.0002283934,0.000018178069,0.00024364084,0.0000039237448,0.00011559885,0.00034290258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030850977,0.0000064917344,0.007851615,0.0000037051827,0.000004135012,0.000002346228,0.00006922443,0.016634097,0.0000028479417,0.000026521064,0.057761684,0.9176065],"study_design_scores_gemma":[0.00039985144,0.0001969851,0.00088930654,0.0000174237,0.000007801129,0.000020635616,0.00020023598,0.9605307,0.0005386948,0.0035229812,0.033524062,0.00015132487],"about_ca_topic_score_codex":0.010112115,"about_ca_topic_score_gemma":0.000017200562,"teacher_disagreement_score":0.9438966,"about_ca_system_score_codex":0.000015707321,"about_ca_system_score_gemma":0.0001526464,"threshold_uncertainty_score":0.999457},"labels":[],"label_agreement":null},{"id":"W2317578563","doi":"10.1190/1.3627646","title":"Elastic scattering by planar fractures","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Scattering; Planar; Seismology; Physics; Elastic scattering; Computer science; Geology; Optics; Computer graphics (images)","score_opus":0.016396060193863023,"score_gpt":0.2036599716592661,"score_spread":0.18726391146540308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317578563","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37122282,0.00048731564,0.011725967,0.00069795235,0.00046998414,0.00010678505,0.000040839666,0.0007122357,0.6145361],"genre_scores_gemma":[0.9910945,0.000015454747,0.003563869,0.0043979227,0.000020652888,1.8576115e-7,0.000022244072,0.0000014851188,0.00088368426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960196,0.000011169583,0.00006777913,0.000108158616,0.0000754109,0.00013550682],"domain_scores_gemma":[0.9998144,0.000022694858,0.000017898466,0.000084726234,0.000005990278,0.000054319295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058768084,0.00005953183,0.000053279018,0.00003567775,0.00005948612,0.000014322158,0.00012086649,0.000026059859,0.013991349],"category_scores_gemma":[0.0000070528317,0.000043121792,0.00001812767,0.000040352694,0.00004030281,0.00011184838,0.0000027632989,0.000059367587,0.0006137364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015875206,0.000011168214,0.19674774,0.0000061694127,0.000009344707,0.000008269222,0.00028470156,0.000003327758,0.00033864137,0.000043460448,0.7035785,0.09895285],"study_design_scores_gemma":[0.00032747857,0.00034405806,0.36109707,0.00004347002,0.000023699447,0.00006243958,0.00050427404,0.013154418,0.12558416,0.0075366846,0.4905934,0.00072884856],"about_ca_topic_score_codex":0.00786546,"about_ca_topic_score_gemma":0.000020881927,"teacher_disagreement_score":0.6198717,"about_ca_system_score_codex":8.584108e-7,"about_ca_system_score_gemma":0.000005115446,"threshold_uncertainty_score":0.99874127},"labels":[],"label_agreement":null},{"id":"W2317588519","doi":"10.1190/1.3255606","title":"Resolution of microseismic moment tensors: A synthetic modeling study","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microseism; Moment tensor; Borehole; Inversion (geology); Moment (physics); Tensor (intrinsic definition); Geology; Geodesy; Mathematics; Geometry; Physics; Seismology; Classical mechanics; Geotechnical engineering","score_opus":0.01928798994638811,"score_gpt":0.23001170544826513,"score_spread":0.21072371550187702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317588519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819174,0.00016101339,0.009471603,0.0006340984,0.000045127028,0.00019531675,0.0000046780615,0.00012142629,0.0074493545],"genre_scores_gemma":[0.9963519,0.000020493266,0.0025467817,0.0007615636,0.000013740482,2.8837485e-7,0.000005311478,0.0000011407102,0.00029877288],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929446,0.000041525916,0.0001896579,0.00016142342,0.00016271819,0.00015023092],"domain_scores_gemma":[0.9997091,0.0000155586,0.00003853286,0.00016469772,0.00003318139,0.00003891767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026868656,0.000075003765,0.0001149803,0.000102622944,0.00006323759,0.0000149960315,0.00012326158,0.000024437808,0.00030134502],"category_scores_gemma":[0.000010851902,0.000057311645,0.000036558817,0.0001148842,0.000022674023,0.000093068076,0.000004141168,0.000060054786,0.000044221757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035297006,0.0011997592,0.07999116,0.000041979893,0.000073401876,0.000030772106,0.0043891836,0.1793186,0.004731923,0.00034243075,0.023631917,0.7058959],"study_design_scores_gemma":[0.00017812006,0.00048950926,0.004545771,0.000020597601,0.000011614146,0.0000057196726,0.0009999308,0.99015003,0.0016947277,0.0010520477,0.0007508801,0.00010103735],"about_ca_topic_score_codex":0.004390294,"about_ca_topic_score_gemma":0.000009009341,"teacher_disagreement_score":0.8108314,"about_ca_system_score_codex":0.000004066623,"about_ca_system_score_gemma":0.0000134696575,"threshold_uncertainty_score":0.66368407},"labels":[],"label_agreement":null},{"id":"W2317602047","doi":"10.1190/1.3513194","title":"Elastic seismic wave scattering and imaging of massive sulfides: rock physics and implications for seismic data acquisition and processing","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geophysical imaging; Seismic wave; Seismology; Geology; Scattering; Physics; Optics","score_opus":0.022824431677462294,"score_gpt":0.2513732687552757,"score_spread":0.22854883707781343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317602047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73827416,0.00046904053,0.2567867,0.0034626792,0.000068786045,0.00026904783,0.00027022022,0.00009145758,0.00030792423],"genre_scores_gemma":[0.98690146,0.00006430223,0.011851008,0.000932409,0.00004989977,0.0000020815457,0.0001676223,0.000004757784,0.000026438393],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993329,0.000010269753,0.00014792931,0.0002989097,0.000056095694,0.00015392],"domain_scores_gemma":[0.999465,0.0001288422,0.00008871756,0.00019768333,0.000054062675,0.0000657179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015949497,0.00010265341,0.00012348373,0.000059165235,0.0002017051,0.000092996066,0.00010385057,0.00003121951,0.000018025112],"category_scores_gemma":[0.000028316455,0.000088839945,0.000010551648,0.000069666785,0.00012961171,0.00056956854,0.000052757652,0.000087350294,9.427013e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019937834,0.000012877505,0.12866262,0.0002671069,0.000013027648,6.053914e-7,0.00031929257,0.00013992676,0.012911832,0.00010178074,0.0018324387,0.85571855],"study_design_scores_gemma":[0.0001921564,0.000021574033,0.052339714,0.000051888197,0.000030284073,0.000048301623,0.0002421752,0.93743587,0.0025060608,0.0065095895,0.0004939627,0.00012842895],"about_ca_topic_score_codex":0.0004704483,"about_ca_topic_score_gemma":0.0000106294265,"teacher_disagreement_score":0.9372959,"about_ca_system_score_codex":0.0000014455364,"about_ca_system_score_gemma":0.000027037811,"threshold_uncertainty_score":0.3622788},"labels":[],"label_agreement":null},{"id":"W2317611284","doi":"10.1190/segam2012-1508.1","title":"Beyond first arrivals: improved microseismic event localization using both direct-path and head-wave arrivals","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Devon Energy (Canada)","funders":"","keywords":"Microseism; Geophone; Event (particle physics); Head (geology); Energy (signal processing); Geology; Seismology; Path (computing); Computer science; Physics; Paleontology","score_opus":0.022630630020544502,"score_gpt":0.2407448277023755,"score_spread":0.21811419768183102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317611284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92760265,0.0045936564,0.049052227,0.0006231148,0.0010666249,0.00055748963,0.00009314193,0.00048682018,0.015924273],"genre_scores_gemma":[0.98942554,0.0002093196,0.0064399736,0.003214486,0.00015486917,9.91157e-7,0.000058060345,0.000008624921,0.0004881234],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987861,0.00007216892,0.00025757297,0.00027271415,0.00016870144,0.0004427754],"domain_scores_gemma":[0.9993709,0.000079654084,0.000101560036,0.00020262337,0.00003119422,0.00021408025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049118383,0.00019034086,0.00020991404,0.000108568005,0.00031371406,0.00008536066,0.00009877316,0.00008844307,0.00077988283],"category_scores_gemma":[0.000039385995,0.00015475498,0.00005468288,0.00015939435,0.00011125181,0.0004939066,0.000024214738,0.00010148346,0.000040461036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008745281,0.0001343134,0.83342,0.00017415306,0.000078795645,0.000008614218,0.0023537695,0.0009977539,0.005632099,0.000119406126,0.040904544,0.11608913],"study_design_scores_gemma":[0.00051920244,0.00015575842,0.03020614,0.00010664105,0.000059123562,0.000094526935,0.00052021013,0.8380148,0.028706683,0.0009890876,0.099973306,0.0006545449],"about_ca_topic_score_codex":0.008717708,"about_ca_topic_score_gemma":0.000073369214,"teacher_disagreement_score":0.837017,"about_ca_system_score_codex":0.00001608485,"about_ca_system_score_gemma":0.000032944554,"threshold_uncertainty_score":0.9978833},"labels":[],"label_agreement":null},{"id":"W2317857961","doi":"10.1190/1.3627746","title":"On the calibration of a fast S‐transform with application to AVF inversion of anelastic reflectivity","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Reflection (computer programming); Amplitude; Impulse response; Calibration; Reflection coefficient; Geology; Computer science; Seismology; Physics; Optics; Mathematics; Statistics; Mathematical analysis","score_opus":0.018291251516284045,"score_gpt":0.20456059858271375,"score_spread":0.1862693470664297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317857961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8059243,0.0000033135934,0.15502432,0.00056697876,0.000021578922,0.00028157092,0.000013306467,0.00004649085,0.03811816],"genre_scores_gemma":[0.99801797,0.0000022398174,0.0013270524,0.0005742537,0.000003789244,0.0000013230532,0.000008224767,0.0000011705988,0.00006397647],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996082,0.000024196703,0.00008673698,0.00009153972,0.00012576573,0.00006355135],"domain_scores_gemma":[0.9997156,0.00006302775,0.000045045846,0.00011993647,0.000029187193,0.000027197886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013416923,0.000049410297,0.000065229906,0.000055555854,0.00003793445,0.000002998307,0.00009149952,0.000020570471,0.00039891226],"category_scores_gemma":[0.000010027949,0.00002555651,0.000015833763,0.00017932955,0.000052936004,0.00008916487,0.00000260923,0.000041165673,0.00001552981],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044206227,0.00060639775,0.2284161,0.00029857646,0.00011988303,0.0000035789974,0.023497535,0.005191492,0.025467487,0.02395767,0.03740081,0.65061986],"study_design_scores_gemma":[0.00027832942,0.0024414388,0.028058559,0.00009085281,0.000026501606,0.000004250493,0.0011155898,0.24785879,0.7067308,0.012610132,0.0005740284,0.00021070745],"about_ca_topic_score_codex":0.0071521727,"about_ca_topic_score_gemma":0.00021933882,"teacher_disagreement_score":0.6812633,"about_ca_system_score_codex":0.0000020836405,"about_ca_system_score_gemma":0.000015555213,"threshold_uncertainty_score":0.99945927},"labels":[],"label_agreement":null},{"id":"W2317884266","doi":"10.1190/segam2013-0671.1","title":"Reflection-based full waveform inversion (RFWI) in the frequency domain","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Waveform; Computer science; Reflection (computer programming); Inversion (geology); Frequency domain; Solver; Wavelength; Reflectivity; Algorithm; Workflow; Optics; Geology; Physics; Telecommunications; Computer vision; Seismology","score_opus":0.014487554624927268,"score_gpt":0.21491956701525997,"score_spread":0.2004320123903327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317884266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6967705,0.000048306003,0.0010691286,0.010003071,0.00020404827,0.00030239267,0.0000026818777,0.0001702036,0.2914297],"genre_scores_gemma":[0.977198,0.000010513445,0.007998406,0.0144032985,0.000036415553,0.0000035418266,0.000034846325,0.0000017423678,0.00031324074],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992221,0.0000814573,0.00014067568,0.00015203454,0.00019641103,0.00020729458],"domain_scores_gemma":[0.999618,0.00009446252,0.00003283671,0.0001863704,0.00002464385,0.000043679313],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035474455,0.00008654159,0.00007176008,0.00012199909,0.00013518553,0.00006242617,0.00023956229,0.000051897492,0.010064309],"category_scores_gemma":[0.000018827337,0.000048772286,0.00003841683,0.0002914558,0.00006329421,0.0002658325,0.0000039124516,0.00015060932,0.0014863941],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039424256,0.000081625636,0.40036726,0.0000312409,0.000009080374,0.000021365919,0.0016157762,0.0001105858,0.0012676066,0.0010279473,0.3998553,0.1955728],"study_design_scores_gemma":[0.0017876751,0.0013078738,0.2729108,0.00011474153,0.00001736897,0.00006575861,0.0107424725,0.28645524,0.007511937,0.2853065,0.13262242,0.0011571938],"about_ca_topic_score_codex":0.05281965,"about_ca_topic_score_gemma":0.00082582165,"teacher_disagreement_score":0.29111645,"about_ca_system_score_codex":0.000009455234,"about_ca_system_score_gemma":0.000032166463,"threshold_uncertainty_score":0.99929106},"labels":[],"label_agreement":null},{"id":"W2317961246","doi":"10.1190/segam2014-0863.1","title":"Cascaded internal multiple attenuation with inverse scattering series: Western Canada case study","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiple; Subtraction; Attenuation; Workflow; Geology; Computer science; A priori and a posteriori; Interval (graph theory); Algorithm; Set (abstract data type); Optics; Physics; Mathematics","score_opus":0.013590562651601003,"score_gpt":0.2028087473276593,"score_spread":0.1892181846760583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317961246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961135,0.0000024873543,0.001719468,0.0005871238,0.00014920365,0.00014665486,0.0000066697194,0.000097210366,0.0011776735],"genre_scores_gemma":[0.9961231,8.364459e-7,0.0007765222,0.0021130913,0.00005161538,0.000001376493,0.000013225166,0.0000035420628,0.0009167115],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992331,0.000068988986,0.00013384926,0.00019847696,0.00019362166,0.00017190963],"domain_scores_gemma":[0.99960256,0.000058176603,0.00005046359,0.00016146731,0.00003469814,0.00009261268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001895699,0.000108689615,0.00010631827,0.000050092513,0.00013485688,0.000054758595,0.00011399742,0.000018537225,0.0002461393],"category_scores_gemma":[0.00001889757,0.00007823439,0.0000123269565,0.00008261466,0.000038630093,0.00027285775,0.000011920155,0.000092613154,0.000026492144],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002260222,0.000008706746,0.980331,0.0000046330942,0.000010689942,0.00039173526,0.00042568936,0.00020613243,0.000010035437,2.4504965e-7,0.004179699,0.014408828],"study_design_scores_gemma":[0.0039689397,0.0026537962,0.36966965,0.00015553196,0.000104709274,0.015161017,0.06672307,0.48759222,0.00838891,0.000047464982,0.043952167,0.0015825308],"about_ca_topic_score_codex":0.9799224,"about_ca_topic_score_gemma":0.9782257,"teacher_disagreement_score":0.6106614,"about_ca_system_score_codex":0.000011500741,"about_ca_system_score_gemma":0.000062854284,"threshold_uncertainty_score":0.3190306},"labels":[],"label_agreement":null},{"id":"W2317981619","doi":"10.1190/1.3628051","title":"Probing the extended image volume","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Volume (thermodynamics); Computer science; Image (mathematics); Algorithm; Inversion (geology); Prestack; Lag; Wave equation; Mathematical optimization; Computational science; Geology; Mathematics; Artificial intelligence; Mathematical analysis; Physics; Seismology","score_opus":0.022363176794323533,"score_gpt":0.20237319453717362,"score_spread":0.18001001774285008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317981619","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038575694,0.00009873165,0.0041973325,0.0013230741,0.00022725404,0.00014341061,0.0000040698937,0.0003980691,0.95503235],"genre_scores_gemma":[0.9789554,0.000011105346,0.010752779,0.0030419868,0.000029348617,6.005924e-7,0.000004675046,0.0000014827438,0.0072026546],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995885,0.000026034502,0.00006994991,0.00009875749,0.000079104444,0.00013768327],"domain_scores_gemma":[0.99977356,0.0000144503365,0.000020363803,0.00014403263,0.000015991038,0.000031609132],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019398947,0.000050770697,0.00004239678,0.000023304417,0.00012039199,0.000026936188,0.00018887743,0.000016815738,0.014730795],"category_scores_gemma":[0.000011494402,0.000026926444,0.000027220203,0.00007050941,0.000086546584,0.00016006106,0.000007334869,0.00006962768,0.0011391744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023111157,0.000024491374,0.07716622,0.000008760987,0.000014977885,0.000017362177,0.0023175238,0.0000015738518,0.00015673255,0.000888365,0.41477782,0.504603],"study_design_scores_gemma":[0.0003100902,0.00030359995,0.42472017,0.000027289918,0.000028796569,0.00010210808,0.0031642201,0.10037371,0.036199667,0.02805424,0.4061323,0.00058380223],"about_ca_topic_score_codex":0.0060838293,"about_ca_topic_score_gemma":0.000018884533,"teacher_disagreement_score":0.9478297,"about_ca_system_score_codex":8.425086e-7,"about_ca_system_score_gemma":0.000010949275,"threshold_uncertainty_score":0.99963856},"labels":[],"label_agreement":null},{"id":"W2318001002","doi":"10.1190/segam2012-1480.1","title":"Stress Estimation through Seismic Analysis","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology; Lithology; Drilling; Inversion (geology); Seismic inversion; Seismology; Structural basin; Seismic to simulation; Hydraulic fracturing; Geotechnical engineering; Petrology; Geomorphology; Engineering; Azimuth","score_opus":0.017773609237784056,"score_gpt":0.2437386082085069,"score_spread":0.22596499897072284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318001002","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32198083,0.0005169761,0.48584792,0.0011134027,0.00036055743,0.00010602453,0.00004585101,0.0005290236,0.18949941],"genre_scores_gemma":[0.97909313,0.000018139706,0.017788706,0.002122174,0.000041947897,2.6354434e-7,0.00013760173,9.792341e-7,0.0007970554],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949723,0.000025921916,0.00008887227,0.00008613298,0.0001203473,0.00018150899],"domain_scores_gemma":[0.99974936,0.00003544742,0.000029530409,0.00012048704,0.000012402091,0.000052788357],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013333355,0.000058972942,0.000082499115,0.00008007158,0.00007375229,0.000024887768,0.000082315484,0.000028017108,0.0050716572],"category_scores_gemma":[0.000010898072,0.00004419894,0.000054052205,0.00034902987,0.000027637918,0.00050593185,0.0000039680845,0.000045919944,0.000496683],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002823751,0.000013942233,0.86561096,0.0000044541453,0.00006413629,4.1113654e-7,0.0003158763,0.010564023,0.0000017814492,0.00013479842,0.018432297,0.104854494],"study_design_scores_gemma":[0.00004329733,0.000013463686,0.13089237,0.0000027752956,0.000104317834,0.0000021735873,0.00019784636,0.84732807,0.0026077935,0.0007172552,0.017978095,0.000112542715],"about_ca_topic_score_codex":0.008798579,"about_ca_topic_score_gemma":0.000025897398,"teacher_disagreement_score":0.83676404,"about_ca_system_score_codex":0.0000021932453,"about_ca_system_score_gemma":0.000005569091,"threshold_uncertainty_score":0.9978019},"labels":[],"label_agreement":null},{"id":"W2318079716","doi":"10.1190/segam2014-0791.1","title":"Anisotropic moment tensor inversion, decomposition and visualization","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Inversion (geology); Moment tensor; Visualization; Workflow; Tensor (intrinsic definition); Metric (unit); Representation (politics); Computer science; Geology; Geophysics; Physics; Mathematics; Data mining; Geometry; Optics; Geomorphology; Engineering; Database","score_opus":0.008013318134380125,"score_gpt":0.22710290678664546,"score_spread":0.21908958865226533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318079716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8773464,0.0000789163,0.094282925,0.001765915,0.0001871436,0.0001229261,0.000003830884,0.0003085338,0.025903396],"genre_scores_gemma":[0.99213254,0.00005427415,0.0035276304,0.0038479124,0.000030177704,2.3781342e-7,0.000045222772,0.0000012869873,0.0003607222],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959785,0.000036899062,0.00007345855,0.00011710874,0.000087262684,0.00008741932],"domain_scores_gemma":[0.9998208,0.00002336125,0.000022725566,0.000061633364,0.000019649617,0.000051777686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095903306,0.00005143251,0.00005352947,0.000057920366,0.000100908605,0.00003188615,0.00004036803,0.000024648049,0.0007793457],"category_scores_gemma":[0.000008178872,0.000040216346,0.000010992081,0.000061701794,0.000031530835,0.00013098557,0.000005249523,0.000024940126,0.00009732879],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021316158,0.000019475248,0.542345,0.000025463674,0.000008414435,0.0000011787591,0.00018089083,0.00009184002,0.0005142066,0.0050218785,0.07492556,0.3768448],"study_design_scores_gemma":[0.00034100426,0.00028335472,0.15571226,0.000019189805,0.000011216399,0.0000110434785,0.00013786876,0.65398353,0.007047064,0.0041512926,0.17810732,0.00019487544],"about_ca_topic_score_codex":0.0009636564,"about_ca_topic_score_gemma":0.000011336306,"teacher_disagreement_score":0.6538917,"about_ca_system_score_codex":0.000002289738,"about_ca_system_score_gemma":0.0000036625681,"threshold_uncertainty_score":0.8533289},"labels":[],"label_agreement":null},{"id":"W2318174353","doi":"10.1190/segam2012-1510.1","title":"Ultrasonic P-wave attenuation measurement for heavy oil","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attenuation; Viscoelasticity; Acoustics; Ultrasonic sensor; Physics; Ultrasonic attenuation; Optics; Thermodynamics","score_opus":0.06378355669539641,"score_gpt":0.23641538187017566,"score_spread":0.17263182517477926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318174353","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35526758,0.0061646225,0.13549142,0.016866758,0.0047457106,0.0009006125,0.0001296137,0.0017284623,0.47870523],"genre_scores_gemma":[0.989393,0.000037105485,0.0066009415,0.0025445193,0.00014673057,0.00000239992,0.000037070145,0.0000018321313,0.0012364015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993838,0.000019656372,0.00009116207,0.0000878681,0.00019413799,0.00022335986],"domain_scores_gemma":[0.99972117,0.00004282056,0.000027234655,0.00008600095,0.00005220279,0.00007059333],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061805296,0.000059672293,0.00005978428,0.000034171626,0.000090858026,0.000018769186,0.000046029687,0.000027522203,0.001142549],"category_scores_gemma":[0.00005387749,0.00004534633,0.00003786032,0.000051859333,0.000018836694,0.0002076801,0.000001718559,0.000035435532,0.00019020739],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025680702,0.00002496741,0.052911505,0.00002049076,0.000012172473,1.4145598e-7,0.00018412842,0.000011700156,0.0002723243,0.00025452796,0.16387421,0.7824082],"study_design_scores_gemma":[0.00050007866,0.00018657386,0.06520492,0.00003643431,0.00003303033,0.000019474415,0.000423585,0.027677216,0.058363408,0.0010183379,0.8461552,0.00038169092],"about_ca_topic_score_codex":0.0009872215,"about_ca_topic_score_gemma":0.000027875398,"teacher_disagreement_score":0.78202647,"about_ca_system_score_codex":0.000007892479,"about_ca_system_score_gemma":0.000018680115,"threshold_uncertainty_score":0.9997705},"labels":[],"label_agreement":null},{"id":"W2318216186","doi":"10.1190/1.3255143","title":"Using continuous microseismic records for hydrofracture diagnostics and mechanics","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microseism; Geophone; Seismology; Geology","score_opus":0.019452094680304628,"score_gpt":0.24555430998259095,"score_spread":0.22610221530228633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318216186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7897877,0.0027843069,0.19429263,0.004525871,0.0007898215,0.0007152731,0.00014953343,0.00048730712,0.0064675477],"genre_scores_gemma":[0.9421058,0.0003389302,0.043457497,0.013646785,0.00008094036,2.8098074e-7,0.000038004728,0.0000028789284,0.00032883298],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994378,0.0000141995415,0.00011676617,0.00017076933,0.000066544795,0.000193933],"domain_scores_gemma":[0.9996382,0.00012701856,0.00004415271,0.000094559146,0.000030300194,0.00006577832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015181389,0.00009764513,0.00012471326,0.000051117506,0.00012710833,0.000055186243,0.0000834917,0.0000684571,0.00015911034],"category_scores_gemma":[0.00006729991,0.000078561075,0.00003248054,0.000058203714,0.000019878875,0.00011571183,0.0000037731158,0.00007601166,0.0000070603473],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057862122,0.000026597474,0.0134054385,0.000019931022,0.000013918756,0.00001050729,0.00020632941,0.00017890906,0.0013538353,0.00048307294,0.12965319,0.8545904],"study_design_scores_gemma":[0.0005438221,0.000599704,0.004205335,0.00004654528,0.000047702368,0.00009252252,0.00032497596,0.74461955,0.016320013,0.04318557,0.18956405,0.000450236],"about_ca_topic_score_codex":0.0012965018,"about_ca_topic_score_gemma":0.000010761571,"teacher_disagreement_score":0.85414016,"about_ca_system_score_codex":0.000002739363,"about_ca_system_score_gemma":0.000017418846,"threshold_uncertainty_score":0.32036278},"labels":[],"label_agreement":null},{"id":"W2318256111","doi":"10.1190/1.3513195","title":"Investigation of P‐wave attenuation of massive sulfide and host rocks","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Attenuation; Sulfide; Host (biology); Geology; Physics; Mineralogy; Geochemistry; Optics; Materials science; Metallurgy","score_opus":0.016186612914722613,"score_gpt":0.20194515964135734,"score_spread":0.18575854672663472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318256111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994004,0.000018708433,0.0006311308,0.0005744311,0.0000690801,0.000050091352,0.000010968906,0.000019502138,0.0046220967],"genre_scores_gemma":[0.99507856,0.000010580807,0.004451078,0.00029119602,0.000014468599,1.3449697e-7,0.000019576259,7.5188115e-7,0.00013365776],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966484,0.000013829838,0.0001112128,0.00007187779,0.00008791996,0.000050343522],"domain_scores_gemma":[0.9997095,0.00005729153,0.00007690023,0.00007225485,0.00005254196,0.000031497795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013441395,0.000036904898,0.00006811493,0.00005858196,0.00002271853,0.0000057842403,0.000037437894,0.000034602395,0.00040863286],"category_scores_gemma":[0.000050233277,0.000028975595,0.000012111023,0.00006581575,0.00010986039,0.00011650737,0.000004146806,0.000056145076,0.0000047225217],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008489878,0.0000018585255,0.9157873,0.000017745297,0.000004184493,3.4547637e-7,0.00025922642,0.000004812217,0.03894551,0.0001587662,0.003028567,0.041783217],"study_design_scores_gemma":[0.00012622925,0.00007608536,0.42913797,0.000014804552,0.000007333187,0.000003788633,0.00019902147,0.028671943,0.53793883,0.0032298672,0.0005283061,0.0000657759],"about_ca_topic_score_codex":0.0049594156,"about_ca_topic_score_gemma":0.0001618787,"teacher_disagreement_score":0.49899337,"about_ca_system_score_codex":3.9416327e-7,"about_ca_system_score_gemma":0.000016853364,"threshold_uncertainty_score":0.7497186},"labels":[],"label_agreement":null},{"id":"W2318297508","doi":"10.1190/segam2012-0959.1","title":"Level set method in seismic inversion: 2D reconstruction of boundaries","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Slowness; Inversion (geology); Geology; Borehole; Boundary (topology); Geophysics; Crust; Seismic tomography; Seismic survey; Seismology; Jump; Geodesy; Tectonics; Mantle (geology); Mathematical analysis; Mathematics; Geotechnical engineering; Physics","score_opus":0.04619726068106097,"score_gpt":0.2675611002827192,"score_spread":0.2213638396016582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318297508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91042626,0.00049824023,0.031029243,0.0012038904,0.0013374287,0.00016429352,0.00006485558,0.00013487654,0.055140913],"genre_scores_gemma":[0.9462687,0.000027621101,0.051999766,0.0010476274,0.00004063247,2.746385e-7,0.000024190453,0.0000015349976,0.0005897036],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993448,0.00008511744,0.00016611497,0.00010249595,0.00011727869,0.00018416325],"domain_scores_gemma":[0.99970305,0.00005727231,0.000055780234,0.00010689287,0.000021104437,0.000055908335],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005611422,0.00007011907,0.00011701874,0.00014569324,0.00007362296,0.000021003516,0.00008935567,0.000054540702,0.001805184],"category_scores_gemma":[0.000034577042,0.00005792915,0.0000320777,0.00018180396,0.00013997212,0.0003315898,0.000009212141,0.00008850224,0.000066589775],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020285674,0.000008210663,0.59245044,0.000015108575,0.000005541191,4.3906624e-7,0.00059644436,0.000056518656,0.00006340322,0.00014699178,0.027345786,0.37929082],"study_design_scores_gemma":[0.0008549312,0.00022390176,0.28521854,0.000119117234,0.000030470203,0.0002371957,0.007605919,0.17548095,0.087385856,0.008301983,0.43390498,0.0006361864],"about_ca_topic_score_codex":0.014456496,"about_ca_topic_score_gemma":0.000115404415,"teacher_disagreement_score":0.40655917,"about_ca_system_score_codex":0.0000052903047,"about_ca_system_score_gemma":0.000048044352,"threshold_uncertainty_score":0.9991073},"labels":[],"label_agreement":null},{"id":"W2318408377","doi":"10.1071/aseg2004ab039","title":"Inversion for Thomsen’s anisotropy parameters","year":2004,"lang":"ru","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"","keywords":"Inversion (geology); Anisotropy; Geology; Geophysics; Optics; Physics; Seismology","score_opus":0.02248657811278427,"score_gpt":0.2452357192686023,"score_spread":0.22274914115581804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318408377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95357543,0.0026162884,0.0067413966,0.0154448375,0.005120893,0.0021684438,0.0011293023,0.0009648848,0.0122385165],"genre_scores_gemma":[0.95637286,0.00053259806,0.035523355,0.0060285386,0.0002291865,0.0000072083826,0.00039575473,0.000022903469,0.00088762754],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728614,0.000063208245,0.0005589991,0.0007325354,0.00046867382,0.0008904541],"domain_scores_gemma":[0.9983568,0.0002854092,0.00032434904,0.000495525,0.00010944419,0.00042843237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005685377,0.00042594018,0.0003951931,0.00022915589,0.0004971095,0.00022157398,0.0004856987,0.00030201484,0.00048229157],"category_scores_gemma":[0.00021834542,0.00039809025,0.00029740972,0.00024147367,0.0002854983,0.0006442034,0.000032123673,0.00039800283,0.0010606825],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055295235,0.00040512413,0.00045419662,0.0002566345,0.00014852548,0.00023684034,0.00091091706,0.006267206,0.0004791975,0.001379076,0.13686922,0.8520401],"study_design_scores_gemma":[0.008483039,0.00426447,0.13056181,0.0011434451,0.00052901305,0.00025135293,0.0044061625,0.015204606,0.23633166,0.12850112,0.4671014,0.0032219149],"about_ca_topic_score_codex":0.007233296,"about_ca_topic_score_gemma":0.00007831796,"teacher_disagreement_score":0.8488182,"about_ca_system_score_codex":0.00006984658,"about_ca_system_score_gemma":0.00029618925,"threshold_uncertainty_score":0.9998471},"labels":[],"label_agreement":null},{"id":"W2318427065","doi":"10.1190/segam2015-5849557.1","title":"Near-surface Q estimation: an approach using the up-going wave-field in vertical seismic profile data","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Surface wave; Field (mathematics); Surface (topology); Seismology; Estimation; Vertical seismic profile; Geodesy; Computer science; Geophysics; Geometry; Engineering; Mathematics; Telecommunications; Systems engineering","score_opus":0.13314114746907854,"score_gpt":0.2983276106996625,"score_spread":0.16518646323058397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318427065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.806582,0.0001630228,0.1650706,0.0025532548,0.00033062493,0.00030389844,0.000018689718,0.00023274675,0.024745204],"genre_scores_gemma":[0.8879221,0.00000268333,0.10947185,0.0022052308,0.000034483324,2.96236e-7,0.0001478264,0.000003036233,0.00021248704],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989696,0.00013436917,0.0001640743,0.00027100986,0.0002359234,0.00022499726],"domain_scores_gemma":[0.9992335,0.000102804224,0.000021758367,0.00051356776,0.000024750432,0.0001036507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009662336,0.00009400169,0.00010245443,0.00001937086,0.00013314717,0.00014965274,0.00042716495,0.0000566495,0.00028349573],"category_scores_gemma":[0.00014112509,0.000060885188,0.000012788561,0.00020366313,0.00008086274,0.0006981852,0.000056818026,0.00018957152,0.00007340066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002043701,0.00015350734,0.18033348,0.000059980997,0.000028992643,0.000032852047,0.00420957,0.2489765,0.00010221652,0.0002979519,0.1990175,0.36658308],"study_design_scores_gemma":[0.00012600553,0.000041064235,0.00058298826,0.000009892165,0.000005760809,0.000030276064,0.00084197125,0.994432,0.0006092568,0.00027651808,0.0029418622,0.00010242082],"about_ca_topic_score_codex":0.009642509,"about_ca_topic_score_gemma":0.000035025594,"teacher_disagreement_score":0.7454555,"about_ca_system_score_codex":0.000007382837,"about_ca_system_score_gemma":0.00013318029,"threshold_uncertainty_score":0.99695235},"labels":[],"label_agreement":null},{"id":"W2318528603","doi":"10.1190/1.3157244","title":"Random and coherent noise attenuation by empirical mode decomposition","year":2009,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":279,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"BG Group","keywords":"Deconvolution; Hilbert–Huang transform; Noise (video); Attenuation; Filter (signal processing); Noise reduction; Algorithm; Gradient noise; Value noise; Offset (computer science); Computer science; Random noise; Mathematics; Noise measurement; Noise floor; Optics; Physics; Artificial intelligence","score_opus":0.011338593906187074,"score_gpt":0.28532618295486434,"score_spread":0.27398758904867726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318528603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900142,0.00015925964,0.0057100845,0.0017294456,0.00006681489,0.000097445,0.000029137502,0.00009218471,0.00210142],"genre_scores_gemma":[0.99537325,0.0000417253,0.0009174245,0.0033207661,0.000043560005,4.1015872e-7,0.00021446416,0.0000011433943,0.00008728332],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954486,0.000028411028,0.0000804204,0.00012632018,0.000110328736,0.00010968998],"domain_scores_gemma":[0.9997997,0.000031139673,0.00003047632,0.000071270784,0.000017275599,0.000050101244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057506888,0.00006683061,0.00008140823,0.000019284711,0.000088469445,0.000034777102,0.000047269878,0.000028888786,0.0000573503],"category_scores_gemma":[0.0000042911925,0.00005707078,0.000022542337,0.000059168076,0.00002696042,0.00014255493,0.0000024982673,0.000062041516,0.000060618568],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010439488,0.00006066203,0.04467472,0.000007666172,0.000009013109,0.0000025539603,0.00033940896,0.0002735991,0.0028577596,0.000039927618,0.13880502,0.81282526],"study_design_scores_gemma":[0.0025876872,0.0006990173,0.35350642,0.000055070243,0.00006042851,0.000014760331,0.000112260386,0.5460727,0.015109948,0.0462365,0.034892686,0.0006525109],"about_ca_topic_score_codex":0.000572226,"about_ca_topic_score_gemma":0.0000026618266,"teacher_disagreement_score":0.8121728,"about_ca_system_score_codex":0.0000027865012,"about_ca_system_score_gemma":0.000007745169,"threshold_uncertainty_score":0.23272789},"labels":[],"label_agreement":null},{"id":"W2318539925","doi":"10.3997/2214-4609-pdb.157.sageep035","title":"Characterization of solid waste in a bioreactor landfill using seismic borehole methods","year":2009,"lang":"en","type":"article","venue":"22nd EEGS Symposium on the Application of Geophysics to Engineering and Environmental Problems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Borehole; Municipal solid waste; Moisture; Water content; Biodegradation; Environmental science; Waste management; Bioreactor landfill; Bioreactor; Characterization (materials science); Geology; Geotechnical engineering; Materials science; Chemistry; Engineering; Composite material","score_opus":0.007576879097456378,"score_gpt":0.20725529058714576,"score_spread":0.19967841148968937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318539925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821465,0.00001552973,0.017208003,0.00023362758,0.000020619844,0.0002320106,0.000043015087,0.000018772822,0.00008193238],"genre_scores_gemma":[0.99805975,0.000055780707,0.0015850517,0.00020569404,0.000017772487,0.000003830237,0.000056979796,0.0000044531384,0.000010704668],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994291,0.00002098471,0.00018686701,0.00014979696,0.000098566095,0.00011467279],"domain_scores_gemma":[0.99968594,0.00003194881,0.000085669264,0.00015605013,0.0000037554657,0.000036629805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017645213,0.000100549914,0.00013438001,0.000076499506,0.000041247327,0.000005879079,0.00010208971,0.00003318264,0.0000038945286],"category_scores_gemma":[0.000002154887,0.00008031974,0.000023745091,0.00012688302,0.000028149561,0.000073858406,0.000012937345,0.00006963143,0.0000033843216],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010686986,0.000028776174,0.0010609579,0.000017479562,0.0000038466173,4.7416197e-8,0.00025616048,0.072354935,0.909347,0.000026850917,0.000003274686,0.01689],"study_design_scores_gemma":[0.00009453987,0.00013840017,0.019326834,0.000048962385,0.000006893474,0.0000012413751,0.000031287203,0.6209245,0.3586292,0.00019185104,0.0005016517,0.00010466454],"about_ca_topic_score_codex":0.00030956898,"about_ca_topic_score_gemma":2.2682036e-7,"teacher_disagreement_score":0.5507178,"about_ca_system_score_codex":0.000008876171,"about_ca_system_score_gemma":0.000003395182,"threshold_uncertainty_score":0.3275344},"labels":[],"label_agreement":null},{"id":"W2318642708","doi":"10.1190/1.3513933","title":"Acoustic Waveform Tomography of OBS data in the Nankai subduction zone","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Waveform; Seismology; Geology; Subduction; Tomography; Computer science; Tectonics; Optics; Telecommunications; Physics","score_opus":0.01919767850380146,"score_gpt":0.2286723233938384,"score_spread":0.20947464489003692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318642708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757111,0.00007636501,0.0011751362,0.0013225402,0.0004961292,0.00012685398,0.000049322956,0.00006774161,0.020974798],"genre_scores_gemma":[0.996785,0.000028891602,0.0021623631,0.00072507083,0.000044660042,2.5336078e-7,0.000114034556,8.981999e-7,0.00013884254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994668,0.00002259279,0.00011843819,0.00012738355,0.00015324568,0.00011155882],"domain_scores_gemma":[0.99942714,0.00006773318,0.000034429657,0.00043564913,0.000015806356,0.000019234798],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005664472,0.000050776114,0.000063948675,0.00009395111,0.000044856748,0.000017775037,0.00046210608,0.0000352999,0.00094349904],"category_scores_gemma":[0.000035580422,0.000028705934,0.0000186321,0.0002484563,0.000095845266,0.0002403733,0.00001360662,0.00016074075,0.000023987515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003721782,0.00008829362,0.4568343,0.000041419036,0.00001392366,0.000008591057,0.0008869923,0.00004325673,0.003942021,0.00040514098,0.0843645,0.45333436],"study_design_scores_gemma":[0.0004990911,0.0002803353,0.6676058,0.000035525154,0.00003883592,0.00012366881,0.0039693327,0.16120592,0.014444688,0.004297537,0.14709216,0.0004070807],"about_ca_topic_score_codex":0.013598455,"about_ca_topic_score_gemma":0.0022995353,"teacher_disagreement_score":0.4529273,"about_ca_system_score_codex":4.364013e-7,"about_ca_system_score_gemma":0.000014449513,"threshold_uncertainty_score":0.9999698},"labels":[],"label_agreement":null},{"id":"W2318789393","doi":"10.1190/segam2012-1364.1","title":"A seismic survey in a permafrost environment: challenges in imaging sediment hosted massive sulphide Zn-Pb deposits","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Permafrost; Geology; Sediment; Geochemistry; Mining engineering; Earth science; Geomorphology; Oceanography","score_opus":0.034132356449319626,"score_gpt":0.22123301362184367,"score_spread":0.18710065717252405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318789393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799041,0.0085877,0.00030967404,0.0032896064,0.00026551393,0.00036548616,0.00013473131,0.00013082314,0.0070123617],"genre_scores_gemma":[0.9963366,0.0013680493,0.00057910744,0.0012984701,0.000035160385,0.000004200246,0.00021927911,0.00000668671,0.00015247572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983334,0.00026926273,0.00027443244,0.00030436888,0.00023935568,0.0005791964],"domain_scores_gemma":[0.9994093,0.00016854827,0.00006487971,0.00020366706,0.000009793451,0.00014379526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090747623,0.00018988641,0.00020552041,0.00026588707,0.00005906743,0.000030384317,0.00018954245,0.000060931397,0.0007695589],"category_scores_gemma":[0.000030018084,0.00016571175,0.00003625672,0.00016812085,0.00006585053,0.00046705417,0.000033022592,0.00021032702,0.00029986675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020333324,0.00004562377,0.96173483,0.000009280114,0.0000039536003,0.000014370538,0.000788894,0.00022200598,0.0000750535,0.00000548207,0.00080980436,0.036270365],"study_design_scores_gemma":[0.0003669434,0.00002972888,0.9672068,0.00004121404,0.0000037466452,0.000018811768,0.0007597648,0.02541041,0.002462222,0.000050029288,0.003412083,0.00023824078],"about_ca_topic_score_codex":0.018504273,"about_ca_topic_score_gemma":0.0014776184,"teacher_disagreement_score":0.036032125,"about_ca_system_score_codex":0.000034692275,"about_ca_system_score_gemma":0.000021419986,"threshold_uncertainty_score":0.98803157},"labels":[],"label_agreement":null},{"id":"W2319063701","doi":"10.1190/1.3513105","title":"Complex spectral decomposition via inversion strategies","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Algorithm; Computer science; Time–frequency analysis; Matrix decomposition; Inverse problem; Inversion (geology); Fourier transform; Wavelet; Norm (philosophy); Signal processing; Time–frequency representation; Radio spectrum; Acoustics; Mathematics; Geology; Artificial intelligence; Telecommunications; Physics; Seismology; Mathematical analysis","score_opus":0.014493401858311704,"score_gpt":0.24175647112158435,"score_spread":0.22726306926327264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319063701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8043332,0.000008391292,0.0067830076,0.0011098026,0.00040682877,0.00007088254,0.0000067088167,0.0003473002,0.18693389],"genre_scores_gemma":[0.9818479,0.0000052395944,0.016035145,0.0017408961,0.000080151134,1.3966452e-7,0.0000993079,0.0000014831378,0.00018977166],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948907,0.00001719103,0.0000883631,0.0001332173,0.00011661462,0.00015555318],"domain_scores_gemma":[0.9997485,0.00002545815,0.000025103516,0.00011249786,0.000018993498,0.00006942929],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009851021,0.00007376059,0.00006598402,0.00006444904,0.00013054928,0.00007538181,0.00012943783,0.000044082164,0.013556655],"category_scores_gemma":[0.0000031544528,0.00005851229,0.000033731085,0.000079789264,0.0000799787,0.00033921757,0.0000055003093,0.00015208931,0.0005862827],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000787493,0.000064652115,0.1667084,0.000025853553,0.00002204728,0.000028503133,0.00033235303,0.00018361339,0.13006951,0.005509403,0.28696272,0.4100142],"study_design_scores_gemma":[0.00042022095,0.00027539814,0.30884677,0.000010128268,0.000014526288,0.0001050585,0.0007541676,0.4753483,0.064569786,0.036632147,0.11251451,0.0005090119],"about_ca_topic_score_codex":0.0058480687,"about_ca_topic_score_gemma":0.00045782072,"teacher_disagreement_score":0.47516468,"about_ca_system_score_codex":0.0000014612507,"about_ca_system_score_gemma":0.000018546978,"threshold_uncertainty_score":0.9873451},"labels":[],"label_agreement":null},{"id":"W2319123533","doi":"10.1190/1.3627813","title":"PP, PS reflection and transmission coefficients for a non‐welded interface contact with anisotropic media","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reflection (computer programming); Anisotropy; Transmission (telecommunications); Materials science; Optics; Geology; Physics; Computer science; Telecommunications","score_opus":0.025176019461254,"score_gpt":0.23487962985416833,"score_spread":0.20970361039291432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319123533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7201597,0.00014111788,0.26619372,0.00020603977,0.00018077833,0.0003793873,0.000013568253,0.0002051769,0.012520535],"genre_scores_gemma":[0.9828647,0.000052615214,0.016419612,0.00040125631,0.000013874775,0.0000015109453,0.000015651496,0.0000029652626,0.00022783937],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994717,0.000016745089,0.000093817,0.00018048433,0.00009002309,0.00014720521],"domain_scores_gemma":[0.99974537,0.000041128118,0.000031220752,0.00007301222,0.00003121573,0.0000780722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009898643,0.00008685845,0.000097180295,0.000047561276,0.00010200392,0.000021506443,0.00007121503,0.000041951836,0.00051988376],"category_scores_gemma":[0.000007275809,0.00005599571,0.000018616418,0.00007389059,0.000042044492,0.00013589843,0.0000027394578,0.0000569477,0.00001312353],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024231342,0.00013963436,0.16023384,0.0001298062,0.00006155774,0.000010723478,0.007026111,0.000021266593,0.0055616917,0.00020199326,0.027744489,0.7964457],"study_design_scores_gemma":[0.0056127016,0.008336486,0.19214533,0.00040253787,0.00014235776,0.00013789361,0.004043495,0.24341488,0.41034877,0.0022324086,0.13203658,0.0011465618],"about_ca_topic_score_codex":0.0027214333,"about_ca_topic_score_gemma":0.000080644415,"teacher_disagreement_score":0.7952992,"about_ca_system_score_codex":0.0000026911962,"about_ca_system_score_gemma":0.000015737607,"threshold_uncertainty_score":0.5692363},"labels":[],"label_agreement":null},{"id":"W2319148688","doi":"10.1071/aseg2001ab072","title":"Reservoir Tracking in 3-D - An Inversion Case Study","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Geology; Horst; Electrical impedance; Inversion (geology); Seismology; Focused Impedance Measurement; Hydrocarbon; Petrology; Tectonics; Physics; Chemistry","score_opus":0.043500290614055276,"score_gpt":0.29482206306369474,"score_spread":0.2513217724496395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319148688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99500823,0.0000664449,0.000007432835,0.0002242413,0.00016125213,0.00023421294,0.0000066951156,0.00017367084,0.0041177995],"genre_scores_gemma":[0.9985908,0.000022142338,0.0004068938,0.0007459724,0.00006649719,0.0000013100364,0.00003817762,0.0000055749256,0.00012261378],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985971,0.00013103707,0.00029622068,0.00036185855,0.00026290145,0.0003508708],"domain_scores_gemma":[0.99928945,0.00009256505,0.00008274415,0.0003199781,0.000040276052,0.00017499436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006544262,0.0001508933,0.00015504907,0.0002388763,0.00017997158,0.00009763602,0.0002214318,0.00007289092,0.000664004],"category_scores_gemma":[0.000060316794,0.00013540311,0.000035350287,0.00031253617,0.00004816076,0.0009093431,0.000013543105,0.00028759273,0.00014178889],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007681301,0.0003852032,0.27252302,0.000007071755,0.0000066572725,0.02982988,0.0014380132,0.0012929152,0.000024590394,0.0000027250803,0.0020215164,0.69239163],"study_design_scores_gemma":[0.0006776686,0.00049445144,0.9663506,0.000029859302,0.00001064042,0.001656512,0.012905901,0.013140707,0.0005246473,0.0006153655,0.0033105423,0.0002831114],"about_ca_topic_score_codex":0.0474524,"about_ca_topic_score_gemma":0.008689952,"teacher_disagreement_score":0.69382757,"about_ca_system_score_codex":0.00001193492,"about_ca_system_score_gemma":0.00003875855,"threshold_uncertainty_score":0.9588907},"labels":[],"label_agreement":null},{"id":"W2319362186","doi":"10.1190/segam2014-1667.1","title":"A sparse reduced Hessian approximation for multi-parameter wavefield reconstruction inversion","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hessian matrix; Inversion (geology); Geology; Computer science; Algorithm; Mathematics; Applied mathematics; Seismology","score_opus":0.03983127474321967,"score_gpt":0.2404937256666051,"score_spread":0.20066245092338542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319362186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49041122,0.000025638581,0.47504258,0.0021971057,0.0012044151,0.0006199732,0.000015228868,0.0005271378,0.029956682],"genre_scores_gemma":[0.7927728,0.000007160728,0.20452648,0.0017368842,0.00006905842,0.0000029754997,0.00006517254,0.000002693983,0.00081673893],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934185,0.000045555546,0.00015079878,0.00020888024,0.00008792598,0.00016500175],"domain_scores_gemma":[0.9996031,0.00009370737,0.00006535183,0.00014030209,0.00003409704,0.00006346331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028363313,0.000088514644,0.00010315212,0.00009682739,0.00013543281,0.00004345665,0.00009128728,0.000078186284,0.00054807204],"category_scores_gemma":[0.00011845439,0.00007037984,0.000056428064,0.00007932547,0.000046108526,0.00026893851,0.0000045130155,0.000071936236,0.000091317524],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003252524,0.0000101055275,0.0053748894,0.0000202555,0.000005097017,1.19941e-7,0.000090673595,0.00002497321,0.00038913442,0.0001754384,0.0134169515,0.9804598],"study_design_scores_gemma":[0.0003307387,0.000106388376,0.00148737,0.00002208664,0.000008371789,0.00000942372,0.00015126247,0.9579625,0.024937658,0.0024744086,0.012376676,0.00013308556],"about_ca_topic_score_codex":0.0009671829,"about_ca_topic_score_gemma":0.000032491243,"teacher_disagreement_score":0.9803268,"about_ca_system_score_codex":0.000004335281,"about_ca_system_score_gemma":0.000011772729,"threshold_uncertainty_score":0.60010046},"labels":[],"label_agreement":null},{"id":"W2319642156","doi":"10.3720/japt.77.28","title":"AVO inversion for sand-distribution prediction in oil sands reservoir","year":2012,"lang":"en","type":"article","venue":"Journal of the Japanese Association for Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Geology; Oil shale; Inversion (geology); Mineralogy; Petroleum engineering; Reservoir modeling; Geotechnical engineering; Soil science; Asphalt; Geomorphology; Structural basin; Materials science","score_opus":0.010861906634643956,"score_gpt":0.22427895784781096,"score_spread":0.213417051213167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319642156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983851,0.00038771762,0.00024780718,0.013300571,0.0013696862,0.000111368114,0.00018797848,0.000061203056,0.0004826476],"genre_scores_gemma":[0.99794436,0.0000727887,0.00029018603,0.00024051771,0.00023364849,0.000004571419,0.000052666404,0.000004178327,0.0011570739],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988407,0.00007689331,0.000406211,0.00009228493,0.0002652025,0.00031872164],"domain_scores_gemma":[0.9987095,0.00023012196,0.0006853549,0.00012825182,0.00020018876,0.0000465848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019229627,0.00009545453,0.00020785678,0.00028378633,0.0001830756,0.000019215915,0.0003014473,0.0002773849,0.000031629585],"category_scores_gemma":[0.0010192052,0.00006813158,0.0001599355,0.00034632866,0.000038349946,0.00037343844,0.000016798173,0.0002943496,0.0000056214863],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015844473,0.000048791855,0.8989559,0.000027258719,0.0000420799,2.3287004e-7,0.00021744834,0.00043898975,0.00037835087,0.000071810224,0.08978767,0.009873016],"study_design_scores_gemma":[0.0069408915,0.0015160745,0.2731332,0.000314414,0.0003047661,0.00013250149,0.004243349,0.06792088,0.02601706,0.013143591,0.6058141,0.0005191644],"about_ca_topic_score_codex":0.00015132707,"about_ca_topic_score_gemma":0.000025871475,"teacher_disagreement_score":0.6258227,"about_ca_system_score_codex":0.0002046262,"about_ca_system_score_gemma":0.000051196137,"threshold_uncertainty_score":0.27783254},"labels":[],"label_agreement":null},{"id":"W2320493319","doi":"10.1190/segam2015-5852794.1","title":"Estimation of fast and slow shear wave velocities from P-wave data: A Montney case study","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Shear (geology)","score_opus":0.09111085640726545,"score_gpt":0.26150941201829564,"score_spread":0.17039855561103018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320493319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935166,0.00017700133,0.002667051,0.00013811329,0.00008343331,0.00014150208,0.00019522276,0.00007239877,0.003008636],"genre_scores_gemma":[0.981747,0.00000988274,0.01758408,0.00021039527,0.000025191272,3.7240028e-7,0.0001810551,0.000001789415,0.00024024656],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934745,0.000051667463,0.00014658888,0.00019209203,0.00016794581,0.00009425542],"domain_scores_gemma":[0.99951094,0.000075172306,0.000045628054,0.0002530884,0.000033352404,0.00008184179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029372642,0.00007933812,0.0001307071,0.00005411536,0.000054005588,0.00004061068,0.0000741477,0.000027621043,0.00017031687],"category_scores_gemma":[0.000042194104,0.000058966823,0.000009312213,0.00006366974,0.000076543016,0.00039353847,0.000035777724,0.000057352445,0.00001338577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000562094,0.00007766283,0.064980395,0.000015694579,0.000052969946,0.0008047129,0.01241528,0.00040314463,0.00000427545,0.000012839002,0.06578636,0.8553904],"study_design_scores_gemma":[0.00036660137,0.00024652708,0.0064357123,0.000011706464,0.00002565578,0.00024703436,0.036825065,0.95415074,0.00028494335,0.00060646655,0.0006870857,0.000112457936],"about_ca_topic_score_codex":0.16985086,"about_ca_topic_score_gemma":0.00067814323,"teacher_disagreement_score":0.9537476,"about_ca_system_score_codex":0.0000023397765,"about_ca_system_score_gemma":0.000033442986,"threshold_uncertainty_score":0.8356772},"labels":[],"label_agreement":null},{"id":"W2320500002","doi":"10.2514/6.2010-1070","title":"Adaptive Remeshing for Unsteady RANS Computations","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Computation; Computer science; Computational science; Computational fluid dynamics; Aerospace engineering; Engineering; Algorithm","score_opus":0.024998462456573774,"score_gpt":0.26235731984073,"score_spread":0.23735885738415624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320500002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7548513,0.00085107767,0.15519628,0.07258158,0.0035942611,0.0017137105,0.000121492114,0.00090557564,0.010184713],"genre_scores_gemma":[0.93371546,0.00006851072,0.06419713,0.001216638,0.00034593506,0.00000946315,0.000034298326,0.000012367746,0.00040016943],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997742,0.00012238353,0.0003105827,0.0006199896,0.00047279013,0.00073225837],"domain_scores_gemma":[0.9982996,0.00081665907,0.000280226,0.0002607712,0.00010614253,0.00023662332],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016632677,0.00029591116,0.00026241312,0.00016100536,0.0040055085,0.00054407126,0.0005508343,0.00013340359,0.00004046909],"category_scores_gemma":[0.00029302936,0.0002177566,0.0001215459,0.00063038524,0.0007660157,0.0009661662,0.00008060553,0.0004447017,0.000019276687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006375453,0.00019791737,0.17529932,0.00015079112,0.0002039812,0.00001183634,0.016591351,0.02693531,0.1079353,0.04930091,0.32112944,0.30160627],"study_design_scores_gemma":[0.0033555923,0.004199912,0.007800801,0.0010108975,0.0002926264,0.0002414193,0.043629296,0.7678818,0.06232195,0.057779938,0.048992347,0.0024934262],"about_ca_topic_score_codex":0.0037989628,"about_ca_topic_score_gemma":0.001638842,"teacher_disagreement_score":0.7409465,"about_ca_system_score_codex":0.000016125356,"about_ca_system_score_gemma":0.00014891449,"threshold_uncertainty_score":0.99729115},"labels":[],"label_agreement":null},{"id":"W2320567881","doi":"10.1190/1.3627386","title":"Spectral decomposition with FXY preconditioning","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Decomposition; Noise (video); Volume (thermodynamics); Citation; Computer science; Amplitude; Seismology; Physics; Geology; Library science; Chemistry; Optics; Artificial intelligence","score_opus":0.017123733634130833,"score_gpt":0.20546256593842274,"score_spread":0.1883388323042919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320567881","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4547662,0.000016609798,0.00587859,0.00006607437,0.00005824853,0.000047231042,0.0000038279004,0.00021101828,0.5389522],"genre_scores_gemma":[0.9683973,0.0000037721554,0.030254833,0.00083121384,0.000021663487,3.1337188e-7,0.00003180907,0.0000011460323,0.00045795273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99967456,0.000011731861,0.000052800013,0.00009413337,0.000060475137,0.00010630632],"domain_scores_gemma":[0.99985987,0.0000096318345,0.00001890694,0.000061476516,0.000011110037,0.000039002567],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053839416,0.00004617128,0.00004094825,0.000040660158,0.00007438092,0.000017068567,0.000057875543,0.000014711976,0.013594932],"category_scores_gemma":[0.0000012431393,0.000032072803,0.000013648839,0.00005280253,0.000035522535,0.00021304216,0.0000014174311,0.000045011915,0.00026303393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013069612,0.000046026176,0.837257,0.000012584026,0.00003437464,0.000028280998,0.0008877036,0.000098079545,0.00006418424,0.0035759704,0.025549939,0.13231514],"study_design_scores_gemma":[0.00027958292,0.00057583285,0.9073098,0.000033489247,0.0000159325,0.00015135435,0.00039817064,0.011984295,0.06293616,0.013042676,0.0029828274,0.0002899041],"about_ca_topic_score_codex":0.0025122738,"about_ca_topic_score_gemma":0.000054890566,"teacher_disagreement_score":0.5384942,"about_ca_system_score_codex":0.0000014214003,"about_ca_system_score_gemma":0.000008803185,"threshold_uncertainty_score":0.9873068},"labels":[],"label_agreement":null},{"id":"W2320579747","doi":"10.1190/segam2012-1568.1","title":"Enhancing a seismic image after migration using deconvolution","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deconvolution; Transpose; Seismic migration; Computer science; Thais; Inversion (geology); Geology; Algorithm; Seismology; Tectonics; Sociology; Physics","score_opus":0.012999246599899462,"score_gpt":0.2255295415796516,"score_spread":0.21253029497975215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320579747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9107149,0.00032131307,0.08420762,0.0001706221,0.0002587561,0.00005973671,0.000004027002,0.00013262032,0.004130358],"genre_scores_gemma":[0.9702191,0.000013752529,0.02752947,0.0018018981,0.00012608916,5.3376e-7,0.000017296765,0.0000020640016,0.00028980902],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943197,0.000032857723,0.00011185449,0.00009545256,0.00009564737,0.00023222364],"domain_scores_gemma":[0.99977064,0.000020848438,0.000031565367,0.000085856525,0.000019748473,0.00007134463],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023305266,0.000070327806,0.00006085413,0.00007121309,0.00008014857,0.000032835207,0.000046328267,0.000036096884,0.0026288808],"category_scores_gemma":[0.000013402738,0.00005783562,0.000032378575,0.00008825518,0.000029972653,0.0007676305,0.0000046901055,0.00005650108,0.0004441385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046262354,0.000033047523,0.9100818,0.000033627573,0.000014443816,0.0000039332385,0.001151194,0.00015502851,0.014558073,0.000028751978,0.012075029,0.061818782],"study_design_scores_gemma":[0.00016363418,0.00004545905,0.13308522,0.000042154134,0.00002773485,0.000064418746,0.00056997366,0.680254,0.15511414,0.0003800376,0.029881343,0.00037187702],"about_ca_topic_score_codex":0.0073451665,"about_ca_topic_score_gemma":0.00014007131,"teacher_disagreement_score":0.7769966,"about_ca_system_score_codex":0.000008084395,"about_ca_system_score_gemma":0.000014864522,"threshold_uncertainty_score":0.999265},"labels":[],"label_agreement":null},{"id":"W2320616894","doi":"10.1190/segam2014-0138.1","title":"Passive seismic tomography using recorded microseismicity","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Geophone; Seismology; Microseism; Tomography; Borehole; Waveform; Seismic velocity; Inversion (geology); Geodesy; Hypocenter; Grid; Induced seismicity; Tectonics; Computer science; Geotechnical engineering; Telecommunications; Physics","score_opus":0.012853912985369883,"score_gpt":0.21043427156581204,"score_spread":0.19758035858044215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320616894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8977082,0.00007322764,0.063182086,0.0011344438,0.0005461435,0.00013831105,0.0000206308,0.00046763674,0.036729373],"genre_scores_gemma":[0.9729676,0.000012442279,0.01554899,0.010854508,0.000092924296,2.892055e-7,0.000027328622,0.0000039584406,0.0004919632],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990645,0.00008159957,0.00016867225,0.00025822697,0.00014074508,0.00028622814],"domain_scores_gemma":[0.9995007,0.000077509016,0.00006824895,0.00020921552,0.00004203663,0.00010227862],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021836562,0.0001329725,0.00014916823,0.00014879074,0.00018241159,0.000060604925,0.00020373861,0.00006454433,0.0015307501],"category_scores_gemma":[0.000028906445,0.00010805212,0.000087867484,0.00024287931,0.00010145129,0.00018663859,0.000011353049,0.000127006,0.00020804217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036896105,0.000028580174,0.1967131,0.00002342561,0.00003077998,0.000008506757,0.0001409044,0.0012832246,0.00093201257,0.00011201518,0.07225112,0.72843945],"study_design_scores_gemma":[0.00024581156,0.000103544255,0.018234523,0.00002381593,0.000015978925,0.00004407328,0.00009175358,0.79525036,0.01887091,0.005754632,0.16102634,0.00033827533],"about_ca_topic_score_codex":0.014688439,"about_ca_topic_score_gemma":0.00003479441,"teacher_disagreement_score":0.7939671,"about_ca_system_score_codex":0.000003982462,"about_ca_system_score_gemma":0.000020773492,"threshold_uncertainty_score":0.99938196},"labels":[],"label_agreement":null},{"id":"W2320649506","doi":"10.1190/segam2015-5877756.1","title":"Passive seismic multicomponent imaging using geometrical optics theory","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Isotropy; Synthetic data; Vertical seismic profile; Beamforming; Geology; Microseism; Computer science; Seismology; Algorithm; Optics; Physics","score_opus":0.03821948873686227,"score_gpt":0.25016017712538496,"score_spread":0.2119406883885227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320649506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6042893,0.00087745325,0.33497912,0.0025556795,0.0013180719,0.0002898994,0.000030284018,0.0007930278,0.054867145],"genre_scores_gemma":[0.96922225,0.000012147368,0.026852578,0.0034190994,0.00008686752,2.3671224e-7,0.00002070719,0.000004231122,0.00038188585],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989796,0.000091266316,0.00016842694,0.0002062766,0.00027117194,0.00028322928],"domain_scores_gemma":[0.99934345,0.00014565312,0.000053309494,0.00016817925,0.00007396952,0.00021543953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004337092,0.00011951618,0.00013126225,0.00022302207,0.00009818868,0.00006871919,0.00018950288,0.000035622474,0.0005350047],"category_scores_gemma":[0.00013193148,0.00009105595,0.000048608756,0.00027026844,0.000103621845,0.00023079272,0.000024702562,0.00013540797,0.00024470867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111395624,0.000093770344,0.17353454,0.000017807633,0.000048165115,0.00015535549,0.0007034838,0.022074752,0.00018758271,0.0010988956,0.04311529,0.758859],"study_design_scores_gemma":[0.00024188611,0.000029000756,0.0020473602,0.0000097892735,0.000013916253,0.00005873558,0.0008314467,0.982119,0.0014886083,0.0054948987,0.0074892994,0.00017600738],"about_ca_topic_score_codex":0.0028103497,"about_ca_topic_score_gemma":0.0000018037217,"teacher_disagreement_score":0.9600443,"about_ca_system_score_codex":0.00001670613,"about_ca_system_score_gemma":0.000058346566,"threshold_uncertainty_score":0.58579266},"labels":[],"label_agreement":null},{"id":"W2320742238","doi":"10.2118/175306-ms","title":"Thermal EOR Field Development and Well and Reservoir Management","year":2015,"lang":"en","type":"article","venue":"All Days","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Shell Canada","keywords":"Petroleum engineering; Field (mathematics); Enhanced oil recovery; Reservoir engineering; Environmental science; Computer science; Risk analysis (engineering); Engineering; Systems engineering; Geology; Petroleum; Business","score_opus":0.027038982336042537,"score_gpt":0.22166764633900707,"score_spread":0.19462866400296452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320742238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8604647,0.0005967256,0.000108287,0.0017500996,0.000096559925,0.0000811702,0.0000013947603,0.00006456022,0.1368365],"genre_scores_gemma":[0.98339903,0.00010549721,0.00962244,0.004912976,0.000023214885,8.425169e-7,0.000016024387,0.0000017259765,0.0019182632],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958897,0.00001648348,0.00006544992,0.000119854805,0.00009465006,0.00011459973],"domain_scores_gemma":[0.9997909,0.000025833828,0.000014687906,0.00007603304,0.000008315797,0.00008422689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020483238,0.000054727407,0.000050008275,0.00003219129,0.000048225862,0.00003203628,0.00007220464,0.000022440818,0.00016812385],"category_scores_gemma":[0.000006391324,0.00004245323,0.0000055568585,0.000027653234,0.000025751428,0.00008596669,0.000027192205,0.000044517867,0.00008064393],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057614572,0.000013826611,0.15601625,0.00003976371,0.000041506402,0.00005549374,0.0020778026,0.000032431868,0.000010668644,0.00025542124,0.28189212,0.5595071],"study_design_scores_gemma":[0.00022788445,0.00008119162,0.032305613,0.00001573296,0.0000073775327,0.000006387548,0.00047557097,0.0029669034,0.0017884916,0.0006873512,0.9613154,0.00012212635],"about_ca_topic_score_codex":0.0006534495,"about_ca_topic_score_gemma":0.000025521764,"teacher_disagreement_score":0.6794232,"about_ca_system_score_codex":0.0000015904848,"about_ca_system_score_gemma":0.000008181012,"threshold_uncertainty_score":0.18408383},"labels":[],"label_agreement":null},{"id":"W2320865539","doi":"10.1190/segam2013-0795.1","title":"Impact of velocity model calibration on microseismic locations","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Microseismic Industry Consortium","keywords":"Microseism; Calibration; Geology; Isotropy; Anisotropy; Geodesy; Algorithm; Seismology; Computer science; Mathematics; Physics; Statistics; Optics","score_opus":0.017479185723079594,"score_gpt":0.24026215780753915,"score_spread":0.22278297208445955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320865539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628649,0.000013649776,0.020089548,0.0005137112,0.000028316947,0.00011530872,0.000026523323,0.000084148014,0.016263928],"genre_scores_gemma":[0.99434483,0.00000844894,0.0038491823,0.0009943874,0.000008907404,7.250138e-7,0.000051544146,0.0000013071634,0.0007406555],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996103,0.00001513853,0.000104804596,0.00009161656,0.00008157082,0.000096539196],"domain_scores_gemma":[0.9997403,0.000027709015,0.00003578708,0.00011800902,0.000034664918,0.000043556043],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053044023,0.000056789166,0.000064034975,0.000062127205,0.00004956389,0.000021301425,0.00008639226,0.000030022089,0.0024802242],"category_scores_gemma":[0.000010204831,0.00003942279,0.000046323963,0.000079445046,0.000043098593,0.0002211378,0.000002850238,0.000048463506,0.00021242963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023420942,0.00009494206,0.16623662,0.000014584318,0.00003061219,3.0796588e-7,0.0003264813,0.16756621,0.0031908434,0.00046551364,0.4916319,0.17041855],"study_design_scores_gemma":[0.000045921402,0.00007374858,0.06264701,0.000004034309,0.0000016366819,7.0771455e-7,0.000016393651,0.9298432,0.0047971373,0.0024573668,0.00006195626,0.00005088314],"about_ca_topic_score_codex":0.030515695,"about_ca_topic_score_gemma":0.000013933514,"teacher_disagreement_score":0.762277,"about_ca_system_score_codex":0.000004681564,"about_ca_system_score_gemma":0.00004901922,"threshold_uncertainty_score":0.9984316},"labels":[],"label_agreement":null},{"id":"W2320986593","doi":"10.1190/segam2015-5847251.1","title":"Enhanced microseismic event localization by reverse time extrapolation","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Extrapolation; Microseism; Particle velocity; Event (particle physics); Displacement (psychology); Representation (politics); Algorithm; Computer science; Acoustics; Mathematical analysis; Mathematics; Physics; Geology; Seismology","score_opus":0.01116113401802709,"score_gpt":0.21572517389008158,"score_spread":0.2045640398720545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320986593","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13168132,0.0007080273,0.76282346,0.0024994905,0.00060889847,0.0004097096,0.000068708905,0.0008626236,0.10033778],"genre_scores_gemma":[0.9825056,0.000026976877,0.0017221974,0.0047625136,0.00003539998,4.865545e-7,0.00038835715,0.0000029235368,0.010555544],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937254,0.00004340093,0.00013323224,0.00015334741,0.00015920115,0.00013826473],"domain_scores_gemma":[0.9996842,0.000016748081,0.000046080433,0.00010656031,0.0000479415,0.000098444856],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022472802,0.00007629694,0.00007317439,0.000048794413,0.000059221657,0.000030559786,0.0000897207,0.000046678375,0.002176394],"category_scores_gemma":[0.000024372715,0.00006455588,0.000024140223,0.00012768024,0.00003584724,0.00024571645,0.0000043002547,0.000047937163,0.0015322304],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017300297,0.000010706017,0.002047402,0.0000027313718,0.0000033306117,5.8896103e-7,0.00014442552,0.00065739907,0.0027108458,0.000008497921,0.9457779,0.048618887],"study_design_scores_gemma":[0.0003449009,0.000115956784,0.0003465744,0.000015257139,0.00000801143,0.0000061747146,0.00016515014,0.50660324,0.08732112,0.0011450123,0.40370762,0.0002209858],"about_ca_topic_score_codex":0.0030941314,"about_ca_topic_score_gemma":0.0000073953147,"teacher_disagreement_score":0.8508243,"about_ca_system_score_codex":0.000009186769,"about_ca_system_score_gemma":0.00003195006,"threshold_uncertainty_score":0.99924517},"labels":[],"label_agreement":null},{"id":"W2321180790","doi":"10.3997/2214-4609.201413246","title":"Rupture Behavior of Hydraulic Fracture Induced-triggered Seismicity","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Geophone; Geology; Shearing (physics); Seismology; Accelerometer; Induced seismicity; Fracture (geology); Slip (aerodynamics); Acoustics; Geotechnical engineering; Computer science; Engineering; Physics","score_opus":0.03092671874085986,"score_gpt":0.24136211599154808,"score_spread":0.21043539725068822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321180790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975473,0.00024493432,0.000040283725,0.0013159976,0.00015836503,0.00016555937,0.000014213591,0.00018598126,0.022401664],"genre_scores_gemma":[0.99389404,0.000011932853,0.0010795926,0.004666373,0.00009484522,0.000001863676,0.000019732799,0.0000045323472,0.00022706756],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990711,0.0000072088546,0.00018601,0.00021051247,0.00031172324,0.00021344725],"domain_scores_gemma":[0.99942845,0.0000149099615,0.00013145477,0.00008235233,0.00018143581,0.00016137956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027412656,0.0001304535,0.00018448637,0.000113249574,0.000054536198,0.000037137364,0.0002519818,0.00012974949,0.0002640838],"category_scores_gemma":[0.00008271522,0.00010393562,0.000053476182,0.00025698004,0.00006254585,0.00033114385,0.000014689034,0.00023423515,0.00007496942],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007034959,0.00007840154,0.61164075,0.000063013635,0.000018959703,0.000008556718,0.0025130631,0.000016086042,0.0013862874,0.00005646709,0.30321655,0.080931515],"study_design_scores_gemma":[0.0010107681,0.0007046041,0.15853734,0.00011347797,0.00011383874,0.00012425844,0.0024032653,0.009562943,0.20771022,0.0050786845,0.613891,0.0007495817],"about_ca_topic_score_codex":0.0053432477,"about_ca_topic_score_gemma":0.000002294453,"teacher_disagreement_score":0.45310342,"about_ca_system_score_codex":0.000006845257,"about_ca_system_score_gemma":0.000053128577,"threshold_uncertainty_score":0.8077428},"labels":[],"label_agreement":null},{"id":"W2321348457","doi":"10.3720/japt.74.61","title":"Oil sands reservoir monitoring using 4D seismic data","year":2009,"lang":"en","type":"article","venue":"Journal of the Japanese Association for Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Geology; Seismic survey; Steam injection; Seismology; Oil field; Seismic to simulation; Repeatability; Seismic inversion; Seismic wave; Petroleum engineering; Geotechnical engineering; Asphalt","score_opus":0.031136644554788675,"score_gpt":0.2726897445259915,"score_spread":0.2415530999712028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321348457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774726,0.0005890288,0.0002903109,0.01968099,0.0011184209,0.000032293647,0.00004939328,0.0000902372,0.0006767363],"genre_scores_gemma":[0.99517214,0.0000868287,0.002726391,0.00044952557,0.00033002425,2.0367388e-7,0.000008978601,0.000004453766,0.0012214754],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866986,0.0000746683,0.00042282158,0.00015645957,0.0003853236,0.00029084494],"domain_scores_gemma":[0.99827147,0.00014835644,0.0008970207,0.00043558885,0.00020340006,0.00004415642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014227458,0.00011639976,0.0002551118,0.00031767588,0.00033154542,0.00007129057,0.0012600758,0.0002143951,0.000016774746],"category_scores_gemma":[0.0008406724,0.00008136668,0.00011915108,0.00038444315,0.000047866954,0.00041295073,0.00004655129,0.0004281137,0.0000036116505],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028204668,0.00013602464,0.74730355,0.000044167766,0.00034677578,0.000016817201,0.00049957295,0.023656499,0.004215441,0.00010015374,0.05702922,0.16636972],"study_design_scores_gemma":[0.0026927176,0.0010094215,0.039694596,0.00039773903,0.0004317875,0.0005460263,0.0026011954,0.7386477,0.011570164,0.013506174,0.18826579,0.00063670886],"about_ca_topic_score_codex":0.0001821603,"about_ca_topic_score_gemma":0.000006716705,"teacher_disagreement_score":0.7149912,"about_ca_system_score_codex":0.000101763566,"about_ca_system_score_gemma":0.000101266785,"threshold_uncertainty_score":0.33180368},"labels":[],"label_agreement":null},{"id":"W2321393514","doi":"10.1190/1.3255057","title":"Offset and aperture requirements for azimuth parameter estimation using azimuth migration scanning","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Azimuth; Offset (computer science); Geology; Noise (video); Synthetic aperture radar; Aperture (computer memory); Remote sensing; Computer science; Geodesy; Acoustics; Optics; Artificial intelligence; Physics; Image (mathematics)","score_opus":0.03784405575007387,"score_gpt":0.2771772357179435,"score_spread":0.23933317996786962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321393514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79035324,0.00023529516,0.20235513,0.0038751487,0.00016245252,0.0004412053,0.00003689556,0.0002316056,0.0023090437],"genre_scores_gemma":[0.88936675,0.000012133447,0.10549656,0.004803028,0.00002837574,4.9140533e-7,0.0001541129,0.0000014357179,0.0001370869],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941313,0.000018744115,0.00013148478,0.00017621568,0.000112678754,0.00014775642],"domain_scores_gemma":[0.99970955,0.000079387915,0.000053010383,0.000081364466,0.00002800138,0.000048702987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001852662,0.00008648993,0.00008656754,0.00007401491,0.00016126885,0.00008029545,0.000051217023,0.000048132195,0.000091322225],"category_scores_gemma":[0.00007980915,0.00006788788,0.000025290248,0.00007675665,0.000025064755,0.00039260168,0.0000024325218,0.000044578548,0.0000062589716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098360164,0.000026060346,0.05162475,0.000035867237,0.000017498345,0.0000019224356,0.00063230464,0.002329852,0.0017561171,0.00027469863,0.036826737,0.9063758],"study_design_scores_gemma":[0.00016327009,0.00012944816,0.007405287,0.000029514626,0.000011739043,0.00000657919,0.00008029563,0.98273,0.001428514,0.0032681022,0.0046396763,0.000107628686],"about_ca_topic_score_codex":0.00071944733,"about_ca_topic_score_gemma":0.000014391585,"teacher_disagreement_score":0.9804001,"about_ca_system_score_codex":0.0000049438727,"about_ca_system_score_gemma":0.000013459098,"threshold_uncertainty_score":0.27683875},"labels":[],"label_agreement":null},{"id":"W2321459817","doi":"10.1071/aseg2003ab007","title":"Prestack migration concepts for AVO measurements on horizontal and dipping layers","year":2003,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"","keywords":"Prestack; Geology; Seismology","score_opus":0.03719375199828694,"score_gpt":0.27039419065170744,"score_spread":0.2332004386534205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321459817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98115784,0.00024061413,0.00029266195,0.0003778642,0.0003738988,0.00039664764,0.0000461477,0.00012367258,0.016990636],"genre_scores_gemma":[0.9965798,0.000032977827,0.0022175848,0.00090571574,0.000039045117,0.0000032867263,0.000063142514,0.0000041887715,0.00015422955],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991375,0.00004234726,0.00015930852,0.00023774213,0.00019744014,0.0002256339],"domain_scores_gemma":[0.99956304,0.0001094982,0.000078229365,0.00011057921,0.000037845482,0.00010081497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034196657,0.000118620475,0.00010289937,0.000055945373,0.00016381747,0.00006259595,0.000066243185,0.000055081084,0.00011156669],"category_scores_gemma":[0.00016145768,0.000103697166,0.00003644707,0.00004861139,0.00004984546,0.00022582492,0.0000020954983,0.00008851493,0.0000354244],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022576883,0.00013556007,0.01737331,0.00008209698,0.00007261901,0.000020951169,0.00061514863,0.0010281578,0.0018222508,0.00076424005,0.048763376,0.9290965],"study_design_scores_gemma":[0.0020853798,0.0014048103,0.63049656,0.00019755478,0.00006172651,0.00004596365,0.0009256856,0.008148664,0.18036394,0.006521165,0.16891737,0.0008312033],"about_ca_topic_score_codex":0.00059259374,"about_ca_topic_score_gemma":0.000100883786,"teacher_disagreement_score":0.92826533,"about_ca_system_score_codex":0.0000073769274,"about_ca_system_score_gemma":0.000033270106,"threshold_uncertainty_score":0.4228648},"labels":[],"label_agreement":null},{"id":"W2321513364","doi":"10.1061/9780784412992.276","title":"The Critical Frequency in Biphasic Media: Beyond Biots Approach","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Studienstiftung des Deutschen Volkes; York University","keywords":"Microscale chemistry; Biot number; Inertia; Statistical physics; Compressibility; Mechanics; Elasticity (physics); Porous medium; Physics; Classical mechanics; Materials science; Mathematics; Geology; Porosity; Thermodynamics; Geotechnical engineering","score_opus":0.012653795889363802,"score_gpt":0.2152436097863649,"score_spread":0.2025898138970011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321513364","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21463187,0.0026031486,0.0023342406,0.025350083,0.00094624195,0.00044420525,0.000015336756,0.00039693588,0.75327796],"genre_scores_gemma":[0.9892688,0.000094245486,0.007684103,0.0025320759,0.000052672145,0.0000032970363,0.000014561765,0.0000018145467,0.00034843237],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99921185,0.000056540724,0.00014261024,0.0001579804,0.00016220544,0.00026881337],"domain_scores_gemma":[0.9993166,0.00040796783,0.000013248018,0.0001589505,0.00002653712,0.00007669518],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027776262,0.00007623921,0.00007658042,0.000062493906,0.00013664635,0.000097414355,0.00024361095,0.000050668845,0.0024100398],"category_scores_gemma":[0.00016160283,0.000041957603,0.00002588958,0.0001825389,0.00023048201,0.00024180693,0.000008618183,0.00015049588,0.0006854295],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051002244,0.000033340373,0.34272033,0.0000150015085,0.000006837596,0.000009186272,0.00044855106,0.000012295964,0.000072021496,0.00939225,0.19849972,0.44878536],"study_design_scores_gemma":[0.00049966405,0.0001708742,0.44603798,0.000030223873,0.0000120332425,0.00006741882,0.0035851055,0.17812273,0.0020710772,0.337592,0.031114047,0.0006968665],"about_ca_topic_score_codex":0.015397593,"about_ca_topic_score_gemma":0.00014792557,"teacher_disagreement_score":0.7746369,"about_ca_system_score_codex":0.0000028263973,"about_ca_system_score_gemma":0.000021524898,"threshold_uncertainty_score":0.9985019},"labels":[],"label_agreement":null},{"id":"W2321581583","doi":"10.1190/segam2014-0002.1","title":"Modeling and imaging through a gas-obscured zone in Malaysia","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Computer science; Geology","score_opus":0.011924126874028681,"score_gpt":0.21047649944389651,"score_spread":0.19855237256986782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321581583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8474691,0.0004468601,0.11113365,0.0025100831,0.00010137063,0.000086377324,0.0000022599104,0.000203625,0.0380467],"genre_scores_gemma":[0.98205394,0.00007529626,0.015432329,0.0022645257,0.000028301769,3.7015167e-7,0.000008116899,0.0000020817558,0.00013504853],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940014,0.000034766523,0.00011701819,0.00017787318,0.00008810651,0.00018207148],"domain_scores_gemma":[0.9998042,0.000032620566,0.000014180545,0.00009987533,0.000010963863,0.000038131464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024570856,0.00007562522,0.000097656935,0.00006028983,0.000050672963,0.00004116295,0.000079638856,0.000021905931,0.00035692804],"category_scores_gemma":[0.000019431012,0.000060737588,0.000016178474,0.00009170768,0.000036725196,0.00026481913,0.0000096929325,0.0000853013,0.000041979507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030916515,0.000018366689,0.51521826,0.000032744192,0.0000060727757,0.000012891741,0.0010759411,0.018378425,0.00016370663,0.0012136564,0.0060272547,0.4578218],"study_design_scores_gemma":[0.00015125191,0.000013572651,0.002122157,0.000018252342,0.0000019906406,0.000011962591,0.00019264562,0.9891187,0.00019106679,0.005154244,0.0029301676,0.0000939917],"about_ca_topic_score_codex":0.016880812,"about_ca_topic_score_gemma":0.00012186215,"teacher_disagreement_score":0.97074026,"about_ca_system_score_codex":0.0000017262458,"about_ca_system_score_gemma":0.0000066005637,"threshold_uncertainty_score":0.98966587},"labels":[],"label_agreement":null},{"id":"W2321702485","doi":"10.1190/segam2015-5885012.1","title":"Linearized AVO in viscoelastic media","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuation; Viscoelasticity; Isotropy; Attenuation coefficient; Amplitude; Mathematical analysis; Phase velocity; Optics; Slowness; Physics; Anelastic attenuation factor; Phase angle (astronomy); Perturbation (astronomy); Computational physics; Mathematics; Thermodynamics","score_opus":0.03325438476532582,"score_gpt":0.22702324727299014,"score_spread":0.1937688625076643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321702485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6248947,0.00045651296,0.005154562,0.0030453273,0.0012127981,0.00017994405,0.000013774033,0.00055874494,0.36448362],"genre_scores_gemma":[0.9938393,0.000009644197,0.0038617735,0.0016784901,0.000047543104,2.2730866e-7,0.00002203839,0.0000011449469,0.00053982734],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995073,0.000030249339,0.000097248725,0.0001014314,0.00013014418,0.0001335924],"domain_scores_gemma":[0.9997132,0.00008174514,0.000014149994,0.00007773441,0.000016943268,0.00009623573],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002605399,0.000050932216,0.000074950905,0.00008374241,0.000014397783,0.000019718987,0.000098620585,0.000029404031,0.0015834075],"category_scores_gemma":[0.00014370529,0.00003734822,0.000013908733,0.00012328842,0.000034633493,0.00011284127,0.0000053150347,0.00007794283,0.00086102006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094835435,0.000035804198,0.6608764,0.000007867589,0.0000056202007,0.000059128724,0.0012148656,0.0012922058,0.000023201037,0.0001917749,0.169976,0.16622232],"study_design_scores_gemma":[0.0014046321,0.00017483617,0.06795335,0.00003277931,0.000006441058,0.000023440127,0.0011408824,0.7764886,0.0018663027,0.0105314255,0.14001815,0.00035914278],"about_ca_topic_score_codex":0.008459453,"about_ca_topic_score_gemma":0.00032945577,"teacher_disagreement_score":0.77519643,"about_ca_system_score_codex":0.0000027274282,"about_ca_system_score_gemma":0.000039846436,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W2321829307","doi":"10.1190/segam2014-1362.1","title":"3D plane-wave least-squares Kirchhoff migration","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"King Abdullah University of Science and Technology","keywords":"Azimuth; Prestack; Seismic migration; Plane wave; Inversion (geology); Regularization (linguistics); Plane (geometry); Algorithm; Least-squares function approximation; Computer science; Physics; Optics; Geometry; Geology; Mathematics; Seismology; Artificial intelligence","score_opus":0.015571361928083359,"score_gpt":0.19476850103504073,"score_spread":0.17919713910695736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321829307","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39025563,0.00020736521,0.037009094,0.0059771775,0.0008188271,0.00023563213,0.000043807016,0.0011050933,0.5643474],"genre_scores_gemma":[0.98743945,0.00001878568,0.0054907366,0.0040735705,0.00011488255,4.120022e-7,0.00011913911,0.0000020369052,0.0027409776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993551,0.000051315794,0.00011066632,0.00015980244,0.00015512445,0.00016800444],"domain_scores_gemma":[0.99966204,0.00007769753,0.00003176026,0.00014021223,0.00002089954,0.00006739943],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020708743,0.000082144856,0.00008256342,0.000068292204,0.00010024513,0.000049529797,0.000092078546,0.00004334476,0.0039616353],"category_scores_gemma":[0.000037296042,0.00006176756,0.00002900396,0.00007334816,0.000046044384,0.00016174537,0.0000045523993,0.00007592927,0.00083622086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020775255,0.0000109929115,0.09267058,0.000012206088,0.000006767422,0.0000033888246,0.00019056689,0.00014277309,0.00012364391,0.00039112044,0.24849026,0.65793693],"study_design_scores_gemma":[0.0001532104,0.00018211633,0.038601626,0.000014065125,0.000006949985,0.000022222697,0.0001446945,0.30015847,0.0048742807,0.0019218047,0.6537089,0.00021168849],"about_ca_topic_score_codex":0.00901979,"about_ca_topic_score_gemma":0.00044405746,"teacher_disagreement_score":0.6577252,"about_ca_system_score_codex":0.0000017486689,"about_ca_system_score_gemma":0.000011439283,"threshold_uncertainty_score":0.99994177},"labels":[],"label_agreement":null},{"id":"W2321852646","doi":"10.1061/9780784412992.024","title":"Use of CO2 as a Fluid in Fundamental Studies of Wave Propagation through Porous Media","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biot number; Compressibility; Mechanics; Porous medium; Wave propagation; Porosity; Viscosity; Materials science; Shear (geology); Thermodynamics; Physics; Optics; Composite material","score_opus":0.07048059517984653,"score_gpt":0.2598415009081151,"score_spread":0.18936090572826855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321852646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949342,0.00026309592,0.000029329725,0.00047035594,0.000064677704,0.00017212014,0.0000070988062,0.000029374722,0.004029745],"genre_scores_gemma":[0.9943591,0.00021528844,0.004488759,0.0007019672,0.00000815072,9.182309e-7,0.000021499369,0.0000010079076,0.00020335746],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941635,0.000033872388,0.00020534308,0.00009501381,0.00015314884,0.000096242926],"domain_scores_gemma":[0.99966013,0.00011156999,0.00006861838,0.00008169314,0.00006010305,0.000017898015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104619176,0.000059717124,0.00013992138,0.000057534748,0.000017663417,0.0000094354555,0.000051995707,0.000025494626,0.00089651113],"category_scores_gemma":[0.00008393761,0.000041738367,0.00002036471,0.00010897525,0.00012218878,0.00042380136,0.000007650981,0.00003869644,0.00004105839],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013009558,0.00021628296,0.48966733,0.00017465846,0.00009342124,0.000018293438,0.016924543,0.00016141727,0.009065239,0.0013039878,0.0902352,0.39200953],"study_design_scores_gemma":[0.0009445128,0.0015872068,0.4456387,0.00032930527,0.000033072443,0.00003861316,0.022230674,0.04148985,0.45186156,0.02918604,0.0061424226,0.0005180724],"about_ca_topic_score_codex":0.027726151,"about_ca_topic_score_gemma":0.00017592695,"teacher_disagreement_score":0.44279632,"about_ca_system_score_codex":0.0000038782696,"about_ca_system_score_gemma":0.000018370087,"threshold_uncertainty_score":0.9816168},"labels":[],"label_agreement":null},{"id":"W2321968072","doi":"10.1190/segam2012-0187.1","title":"Experimental Confirmation of “Reflections on Q”","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Reflection (computer programming); Amplitude; Geology; Computation; Offset (computer science); Discretization; Amplitude versus offset; Reflection coefficient; Physics; Geophysics; Seismology; Mathematics; Computer science; Optics; Mathematical analysis; Algorithm","score_opus":0.04764115069931323,"score_gpt":0.29512143991406803,"score_spread":0.2474802892147548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321968072","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36513537,0.000110689536,0.0011739501,0.00023740325,0.00029734327,0.0000498248,0.0000048905017,0.00009214439,0.6328984],"genre_scores_gemma":[0.99721146,0.0000021400722,0.0015126757,0.0009041579,0.00002779435,1.9776049e-7,0.000009662815,4.5649023e-7,0.00033145314],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997801,0.000012297875,0.000051683513,0.00002917682,0.00006114627,0.00006559052],"domain_scores_gemma":[0.9998909,0.000015264794,0.000016967893,0.000043509026,0.0000062372897,0.000027110565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000061129715,0.000025203823,0.000029897272,0.00003727363,0.00003308163,0.0000033661493,0.000027724016,0.000012236291,0.0043897475],"category_scores_gemma":[0.000003846037,0.000018998373,0.000014144319,0.00004196163,0.000027940137,0.000116218755,0.0000010903033,0.000021594667,0.00021592363],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001276551,0.0005714141,0.34781566,0.000028153661,0.000044961558,7.235658e-7,0.00686267,0.00024113941,0.060728,0.030552953,0.36488676,0.1881399],"study_design_scores_gemma":[0.000069169895,0.00011320029,0.019457078,0.0000043053465,0.0000017515557,0.0000035199043,0.000843,0.0013347853,0.93295413,0.00012933198,0.04503569,0.000054026677],"about_ca_topic_score_codex":0.0010718495,"about_ca_topic_score_gemma":0.000001384533,"teacher_disagreement_score":0.8722261,"about_ca_system_score_codex":0.0000011770817,"about_ca_system_score_gemma":0.000003028055,"threshold_uncertainty_score":0.9965204},"labels":[],"label_agreement":null},{"id":"W2322023704","doi":"10.1190/1.3513269","title":"Toward a near real‐time system for event hypocenter and source mechanism recovery via compressive sensing","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hypocenter; Microseism; Moment tensor; Inversion (geology); Computer science; Compressed sensing; Hydraulic fracturing; Geology; Focal mechanism; Moment (physics); Seismology; Computational science; Algorithm; Physics; Induced seismicity; Petroleum engineering","score_opus":0.00996328030342416,"score_gpt":0.19736972829787414,"score_spread":0.18740644799444997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322023704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8611451,0.0000397689,0.124340884,0.0009040253,0.0009892846,0.00058324257,0.000056715522,0.00064360554,0.011297418],"genre_scores_gemma":[0.9645785,0.000010587635,0.033404987,0.000823067,0.00008289486,7.04572e-7,0.00003652216,0.000005804841,0.00105693],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925655,0.00003236156,0.00015088693,0.0002307421,0.00011438432,0.00021506636],"domain_scores_gemma":[0.9995467,0.00010558587,0.00006830924,0.00013835245,0.00004275501,0.00009831583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024742135,0.000113780545,0.00015440842,0.00004612326,0.00018875311,0.00009902203,0.00008947844,0.00007419521,0.00019823237],"category_scores_gemma":[0.000016364269,0.00008902837,0.000055239438,0.000038607242,0.000054977663,0.00013183412,0.000016064527,0.00010858264,0.00007974334],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039347776,0.00004393023,0.0036658582,0.00040672172,0.0001317164,0.00004325179,0.0018255101,0.00015523605,0.050328445,0.00038655745,0.06624162,0.8763777],"study_design_scores_gemma":[0.0004101708,0.00018677574,0.0005502337,0.000073237694,0.000027986784,0.00021174089,0.0003872401,0.9431988,0.031692274,0.0020212668,0.020961542,0.0002787031],"about_ca_topic_score_codex":0.004393506,"about_ca_topic_score_gemma":0.000015600383,"teacher_disagreement_score":0.9430436,"about_ca_system_score_codex":0.0000037455493,"about_ca_system_score_gemma":0.00001800465,"threshold_uncertainty_score":0.6641696},"labels":[],"label_agreement":null},{"id":"W2322100048","doi":"10.1190/1.3513804","title":"Joint AVO inversion for time‐lapse elastic reservoir properties: Hangingstone heavy oilfield, Alberta","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Joint (building); Inversion (geology); Petroleum engineering; Petrology; Seismology; Engineering; Civil engineering","score_opus":0.017970516700114132,"score_gpt":0.2071608219834079,"score_spread":0.18919030528329378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322100048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92728204,0.00010765391,0.0016870673,0.012597011,0.0012030493,0.0006636138,0.000026817625,0.00046501766,0.055967756],"genre_scores_gemma":[0.949933,0.00001619034,0.0073687453,0.005392978,0.00017870698,0.000006234518,0.0000798669,0.000009509474,0.03701476],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887604,0.000028303532,0.00021221158,0.00031232066,0.00020025883,0.00037084712],"domain_scores_gemma":[0.999229,0.00017781557,0.000059871676,0.00029950627,0.00007702127,0.00015679182],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003624304,0.00016116201,0.000182191,0.00014052365,0.00027903594,0.00007739339,0.00026593354,0.000123909,0.0055626156],"category_scores_gemma":[0.00032780183,0.00011470065,0.00009515864,0.00013935375,0.00012306475,0.00030442665,0.000027624601,0.0002391775,0.0011552988],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002902426,0.000067206,0.004704765,0.00012322537,0.00003149221,0.00000549893,0.0007647212,0.00019509313,0.018063629,0.00016084166,0.9404252,0.03516805],"study_design_scores_gemma":[0.0005885795,0.00044264397,0.00043854,0.00008698431,0.0000272109,0.00002700676,0.0002770799,0.50486803,0.15344898,0.0013143234,0.338015,0.00046561958],"about_ca_topic_score_codex":0.015142369,"about_ca_topic_score_gemma":0.00069557416,"teacher_disagreement_score":0.60241026,"about_ca_system_score_codex":0.000004453307,"about_ca_system_score_gemma":0.000058107606,"threshold_uncertainty_score":0.9996224},"labels":[],"label_agreement":null},{"id":"W2322155686","doi":"10.1190/1.1851276","title":"Identifying channel sand versus shale using 3C‐3D seismic data, VSPs and horizontal well logs","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Oil shale; Channel (broadcasting); Petroleum engineering; Mining engineering; Seismology; Geotechnical engineering; Computer science; Telecommunications; Paleontology","score_opus":0.06639346763440644,"score_gpt":0.2711648267571652,"score_spread":0.20477135912275873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322155686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95922655,0.0011772404,0.017821787,0.00046094885,0.0011224608,0.00017737171,0.0000914138,0.000295994,0.019626247],"genre_scores_gemma":[0.99067575,0.00016772965,0.007859462,0.0007656909,0.00012590858,1.9338876e-7,0.00017861662,0.0000054424136,0.000221201],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989332,0.000023877403,0.00015911779,0.00039262694,0.00019057059,0.00030060823],"domain_scores_gemma":[0.99947387,0.000038410857,0.000051708765,0.00030188463,0.000017301394,0.000116803145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024526133,0.00014582282,0.00014483972,0.000106850246,0.00025470025,0.00013433804,0.00029686955,0.00006657238,0.0006135589],"category_scores_gemma":[0.000016788674,0.00012707921,0.000025397498,0.00012991039,0.00012013209,0.00072574924,0.000072355564,0.00014230926,0.00017751323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018167946,0.00039670878,0.20401464,0.00067154295,0.00061793765,0.0010436911,0.006176756,0.014772535,0.0042882334,0.0006144427,0.13245243,0.63313425],"study_design_scores_gemma":[0.003223242,0.00043271,0.004418604,0.00015248144,0.00010469484,0.0002918904,0.0023980031,0.95477176,0.009365711,0.0035625214,0.020357657,0.00092074357],"about_ca_topic_score_codex":0.02869131,"about_ca_topic_score_gemma":0.00020151796,"teacher_disagreement_score":0.9399992,"about_ca_system_score_codex":0.000010754348,"about_ca_system_score_gemma":0.000047724367,"threshold_uncertainty_score":0.9777767},"labels":[],"label_agreement":null},{"id":"W2322278436","doi":"10.1093/gji/ggu079","title":"Receiver function deconvolution using transdimensional hierarchical Bayesian inference","year":2014,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Noise (video); Deconvolution; Algorithm; Computer science; Bayesian probability; Mathematics; Artificial intelligence","score_opus":0.014212069832223341,"score_gpt":0.24102639164544162,"score_spread":0.22681432181321828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322278436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60096544,0.000027843033,0.38809273,0.0020180014,0.0022248575,0.00005313462,0.000017048082,0.000081590384,0.0065193907],"genre_scores_gemma":[0.9914009,0.000014817057,0.0055124774,0.0019049275,0.0009513773,2.2683622e-7,0.00004462974,0.000003437267,0.00016722573],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882215,0.000112476984,0.00022856516,0.00018213961,0.0004498942,0.0002047868],"domain_scores_gemma":[0.99940413,0.00014338816,0.00009637627,0.000074968746,0.00013066409,0.00015048249],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002858885,0.00011157617,0.00011568755,0.00013365928,0.00022546102,0.00010446192,0.0002162888,0.00005927458,0.0025088731],"category_scores_gemma":[0.00007675339,0.0000927728,0.00010873438,0.00009513164,0.000097694625,0.00045197966,0.000010283837,0.00038591048,0.00017822385],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005760171,0.00018372125,0.075853586,0.000010284517,0.00016942267,0.000028904104,0.00024125184,0.010495724,0.0042225425,0.008676472,0.013152988,0.8863891],"study_design_scores_gemma":[0.0003567078,0.00017035934,0.10584127,0.000041054787,0.000019319172,0.00015018761,0.00002046023,0.81165624,0.00030929103,0.05694426,0.024317132,0.00017373967],"about_ca_topic_score_codex":0.0003704154,"about_ca_topic_score_gemma":0.0000071292466,"teacher_disagreement_score":0.8862153,"about_ca_system_score_codex":0.00002017918,"about_ca_system_score_gemma":0.000052122563,"threshold_uncertainty_score":0.99840295},"labels":[],"label_agreement":null},{"id":"W2322309773","doi":"10.1071/aseg2006ab073","title":"Creating high-fidelity images – a convolution approach to gridding airborne data using a SINC kernel","year":2006,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Teck (Canada)","funders":"","keywords":"Sinc function; Algorithm; Kernel (algebra); Ringing artifacts; Interpolation (computer graphics); Computer science; Mathematics; Artificial intelligence; Computer vision","score_opus":0.03523305286995857,"score_gpt":0.258259768449055,"score_spread":0.22302671557909645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322309773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94960743,0.00043215865,0.020501543,0.00039990724,0.0003770735,0.0004529221,0.00061882497,0.00053406577,0.02707606],"genre_scores_gemma":[0.9198488,0.000008289644,0.07773908,0.00068089576,0.0003009046,0.0000011672214,0.0012576478,0.000009097341,0.00015412357],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980496,0.00007537896,0.00041285355,0.00063606206,0.00035896015,0.00046712952],"domain_scores_gemma":[0.9988557,0.00010657591,0.00018217933,0.00062583585,0.0000769688,0.00015270131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008437331,0.00021451588,0.00022202637,0.00014599523,0.0003392456,0.0001735259,0.0004778438,0.00008759865,0.00009586169],"category_scores_gemma":[0.00018874345,0.00020074054,0.00004410548,0.0002630892,0.00008863526,0.00062851794,0.0000758784,0.00021234607,0.00009240773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023208575,0.0006370154,0.014985428,0.00021671841,0.00009491175,0.00014813675,0.0002615174,0.09157064,0.0062788627,0.0007720198,0.14890656,0.7358961],"study_design_scores_gemma":[0.0003204353,0.000054027132,0.81408066,0.00008231923,0.000037239744,0.000074146104,0.0002464483,0.17245312,0.0065144864,0.0018592628,0.0038422642,0.00043556254],"about_ca_topic_score_codex":0.07490567,"about_ca_topic_score_gemma":0.00010713981,"teacher_disagreement_score":0.7990953,"about_ca_system_score_codex":0.000023521956,"about_ca_system_score_gemma":0.000088644905,"threshold_uncertainty_score":0.9312546},"labels":[],"label_agreement":null},{"id":"W2322420971","doi":"10.1190/1.3627530","title":"Microseismic record de‐noising using a sparse time‐frequency transform","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Computer science; Time–frequency analysis; Geology; Environmental science; Seismology; Telecommunications","score_opus":0.038457228967265736,"score_gpt":0.21870097705324923,"score_spread":0.18024374808598348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322420971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76554173,0.00015178794,0.0127075,0.00019449563,0.00019102247,0.00014017908,0.000014819156,0.00036456416,0.2206939],"genre_scores_gemma":[0.8622274,0.00004461415,0.13324353,0.0030000806,0.000048744132,3.3181715e-7,0.000014037211,0.000006665754,0.0014146056],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911654,0.000039248425,0.00018586498,0.00020552689,0.000102088154,0.00035070645],"domain_scores_gemma":[0.9996427,0.000023336966,0.00004377466,0.00015580699,0.000023678977,0.00011069551],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028262887,0.0001268645,0.00012983946,0.000111811285,0.00014776393,0.000036064255,0.00019506762,0.000069179136,0.009752258],"category_scores_gemma":[0.000009585889,0.00010695455,0.00006959181,0.00015324575,0.00008465621,0.00032049863,0.0000044025564,0.00012247267,0.0005324537],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000913125,0.00006520694,0.16661714,0.000040556315,0.000037845333,0.00009446728,0.0027304306,0.000028325972,0.017842151,0.00012149579,0.01977114,0.7925599],"study_design_scores_gemma":[0.0011685924,0.0007523448,0.026440373,0.0002884513,0.00015318654,0.0008402756,0.0012460153,0.50828016,0.32712564,0.066592574,0.06506906,0.002043329],"about_ca_topic_score_codex":0.044459887,"about_ca_topic_score_gemma":0.00007557432,"teacher_disagreement_score":0.7905166,"about_ca_system_score_codex":0.000011919508,"about_ca_system_score_gemma":0.00006991624,"threshold_uncertainty_score":0.99115294},"labels":[],"label_agreement":null},{"id":"W2322497588","doi":"10.1190/segam2012-0135.1","title":"Spatial sampling, coherent noise, and subsurface resolution: conclusions from field experiments","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sampling (signal processing); Field (mathematics); Noise (video); Image resolution; Library science; Remote sensing; Geology; Computer science; Telecommunications; Artificial intelligence; Image (mathematics); Mathematics","score_opus":0.035457729446423246,"score_gpt":0.2672224109954973,"score_spread":0.23176468154907406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322497588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94661087,0.002580256,0.014716881,0.001204854,0.0007541379,0.00014465739,0.000046960715,0.00019023856,0.033751167],"genre_scores_gemma":[0.98938066,0.00008238914,0.007207362,0.0026486602,0.00013046431,6.879125e-7,0.00005773835,0.000001780983,0.00049025845],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993988,0.0000322509,0.00010643696,0.00013252301,0.00012905261,0.00020088522],"domain_scores_gemma":[0.9995846,0.000117024196,0.000029275492,0.00011953844,0.000013117849,0.00013644397],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010303696,0.00008137733,0.000088267116,0.00001845997,0.00017289151,0.00002855723,0.00008085979,0.00005155302,0.008998401],"category_scores_gemma":[0.000022225275,0.00006409032,0.00002073303,0.00003745001,0.000044357297,0.00016644402,0.000027082715,0.000077125704,0.00013974012],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002615945,0.00002239101,0.88841957,0.0000022429733,0.0000105717045,7.0371544e-7,0.0005370695,0.000006804353,0.00047404,0.00005454767,0.0663742,0.04407173],"study_design_scores_gemma":[0.00063203723,0.00023114712,0.45054886,0.00004718228,0.000027912609,0.000010151523,0.0012639717,0.026445495,0.060453773,0.0007322649,0.4591031,0.0005040878],"about_ca_topic_score_codex":0.04876798,"about_ca_topic_score_gemma":0.000121155565,"teacher_disagreement_score":0.43787068,"about_ca_system_score_codex":0.000003080494,"about_ca_system_score_gemma":0.000010192635,"threshold_uncertainty_score":0.99190754},"labels":[],"label_agreement":null},{"id":"W2322601478","doi":"10.14288/1.0050502","title":"Evaluating shear wave velocity and pore pressure data from the seismic cone penetration test","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cone penetration test; Geology; Pore water pressure; Wave velocity; Geotechnical engineering; Penetration test; Shear (geology); Penetration (warfare); Seismology; Mechanics; Physics; Mathematics","score_opus":0.05926853626700635,"score_gpt":0.21233346851310342,"score_spread":0.15306493224609707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322601478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954161,0.0005598774,0.00039699947,0.00021106303,0.00006922025,0.00016012522,0.0013511212,0.00006265243,0.00177284],"genre_scores_gemma":[0.99543935,0.00015689703,0.0034426576,0.00029572094,0.000025924206,3.796686e-8,0.0004214549,0.0000024694493,0.00021546482],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99919796,0.00007951402,0.0000836011,0.00031378563,0.00019300151,0.00013210824],"domain_scores_gemma":[0.99928534,0.00014877494,0.00009385107,0.0003445103,0.00006848885,0.00005900825],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040199963,0.00003526086,0.00011993216,0.000012969348,0.00032009176,0.00007271085,0.00039212973,0.00006154643,0.0009877222],"category_scores_gemma":[0.00008391881,0.00008094766,0.0000225999,0.000095358264,0.00038245216,0.00047012538,0.00008790696,0.00012599863,0.000014842638],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008477064,0.000019798092,0.1673962,0.000014032848,0.000023820743,0.00002512155,0.00056471047,0.0000054423663,0.000018093897,1.6128193e-7,0.019971984,0.8119522],"study_design_scores_gemma":[0.00022552899,0.0000695086,0.8655652,0.00004939486,0.000051348405,0.000024874531,0.0016971427,0.13115048,0.000002958298,0.00039743716,0.0006769577,0.00008918095],"about_ca_topic_score_codex":0.76195717,"about_ca_topic_score_gemma":0.12360339,"teacher_disagreement_score":0.81186295,"about_ca_system_score_codex":0.000002806325,"about_ca_system_score_gemma":0.0000502117,"threshold_uncertainty_score":0.9999255},"labels":[],"label_agreement":null},{"id":"W2322780447","doi":"10.1190/1.3255428","title":"Industrial‐scale reverse time migration on GPU hardware","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Computer science; Scale (ratio); Parallel computing; Embedded system","score_opus":0.020058111028329006,"score_gpt":0.20919456640594442,"score_spread":0.18913645537761542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322780447","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38908106,0.000067152796,0.00029136828,0.043570258,0.00056984916,0.00035405852,0.000056212808,0.0009926336,0.5650174],"genre_scores_gemma":[0.9363876,0.000030953623,0.0018838894,0.025019579,0.00020885478,2.9187163e-7,0.0001873658,0.0000021678272,0.03627933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994407,0.00003281894,0.000099405624,0.00014812073,0.00014647955,0.0001324428],"domain_scores_gemma":[0.99973893,0.000023191464,0.000029273018,0.00013099723,0.000016542723,0.00006106678],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014041032,0.000074713214,0.00007870917,0.000067607965,0.000081402846,0.00003629545,0.000099674566,0.000064200125,0.0063528367],"category_scores_gemma":[0.000023483772,0.000056876725,0.00003526852,0.0001154322,0.000019135998,0.00015766201,0.0000016783857,0.00010429918,0.0024755786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016830543,0.00000890176,0.004690318,4.003654e-7,0.0000011993816,0.0000021752076,0.000036569527,0.000022222623,0.000085120926,0.00001635381,0.8206211,0.17449881],"study_design_scores_gemma":[0.00036971198,0.0006841493,0.018068854,0.00004409905,0.000010370073,0.000009301808,0.00012682218,0.024920369,0.019689562,0.0020316455,0.93375367,0.00029145565],"about_ca_topic_score_codex":0.0014584478,"about_ca_topic_score_gemma":0.00002159548,"teacher_disagreement_score":0.5473065,"about_ca_system_score_codex":0.000003658924,"about_ca_system_score_gemma":0.000015951118,"threshold_uncertainty_score":0.9983011},"labels":[],"label_agreement":null},{"id":"W2322809860","doi":"10.2118/179824-ms","title":"Monitoring IOR/EOR Onshore with Frequent Time-Lapse Seismic - Status and Survey Adaptations for the Middle East","year":2016,"lang":"en","type":"article","venue":"SPE EOR Conference at Oil and Gas West Asia","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overburden; Geology; Footprint; Process (computing); Seismology; Mining engineering; Computer science","score_opus":0.04935254581935881,"score_gpt":0.22643755061209647,"score_spread":0.17708500479273767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322809860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884096,0.0011071654,0.0012251021,0.005224718,0.0002146809,0.00015481308,0.00045408864,0.000096537384,0.0031132975],"genre_scores_gemma":[0.99272186,0.0015874302,0.0011736626,0.0001594284,0.000069866146,0.000008417718,0.00005130934,0.000006552557,0.0042214724],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99903166,0.00006736736,0.00013989957,0.0002859614,0.00015272632,0.00032238738],"domain_scores_gemma":[0.9991502,0.00035534683,0.0000688721,0.00017707713,0.000098863035,0.00014961643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027704035,0.00016371922,0.00015138631,0.00004888948,0.0003696677,0.000109037675,0.00013420956,0.0000482371,0.00036305893],"category_scores_gemma":[0.000059153834,0.000086050604,0.000024281031,0.00008227018,0.00029699082,0.00019610827,0.000020492138,0.00008145657,0.000067735804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001387883,0.000010626818,0.4788694,0.000017775963,0.000030035146,0.000003514115,0.00062581885,0.000014944653,0.0001913929,0.00006863761,0.0010214308,0.5190076],"study_design_scores_gemma":[0.0010955746,0.0005145192,0.9457051,0.00036939347,0.00007125809,0.000051431165,0.0019056188,0.013772968,0.0017503593,0.0015986677,0.03266417,0.00050093845],"about_ca_topic_score_codex":0.004944697,"about_ca_topic_score_gemma":0.0015141253,"teacher_disagreement_score":0.5185067,"about_ca_system_score_codex":0.000009227685,"about_ca_system_score_gemma":0.00009082817,"threshold_uncertainty_score":0.74749357},"labels":[],"label_agreement":null},{"id":"W2322858211","doi":"10.1071/aseg2001ab147","title":"Generalised ray parameters for vertically inhomogeneous and anisotropic media","year":2001,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Anisotropy; Isotropy; Conserved quantity; Mathematical analysis; Physics; Classical mechanics; Mathematics; Optics","score_opus":0.020106790790031852,"score_gpt":0.22591702145558853,"score_spread":0.20581023066555668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322858211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955359,0.0003956301,0.000793377,0.0010537255,0.00028009585,0.00020823476,0.00005064518,0.00015674742,0.00152564],"genre_scores_gemma":[0.9788379,0.00025751803,0.017446738,0.0031064854,0.0000835274,0.0000030858814,0.00011187286,0.000005904522,0.0001469661],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989871,0.000027729522,0.00021015771,0.00027681884,0.0001629242,0.00033527607],"domain_scores_gemma":[0.9993067,0.00023718335,0.00005712696,0.00016609918,0.000038044025,0.00019485566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017283823,0.00013962697,0.00015286724,0.00007228263,0.00012934131,0.0000694612,0.00013448692,0.0000780161,0.00021809904],"category_scores_gemma":[0.00014943386,0.00011787428,0.00005215896,0.00007901319,0.000107442174,0.00016200614,0.000007501662,0.00009353391,0.00005402247],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013072828,0.00003470806,0.0028085168,0.00001539086,0.000024122492,0.00011282526,0.00011747043,0.00047524963,0.00034748454,0.00008146076,0.012626262,0.98322576],"study_design_scores_gemma":[0.001331533,0.0004104878,0.8803888,0.00003493117,0.000062503655,0.00020395793,0.00014898746,0.022688994,0.010775326,0.011074169,0.07232975,0.0005505357],"about_ca_topic_score_codex":0.00088686653,"about_ca_topic_score_gemma":0.000059952094,"teacher_disagreement_score":0.98267525,"about_ca_system_score_codex":0.0000048157394,"about_ca_system_score_gemma":0.000034390352,"threshold_uncertainty_score":0.48067737},"labels":[],"label_agreement":null},{"id":"W2322880118","doi":"10.1190/segam2013-0411.1","title":"Joint source deblending and reconstruction for seismic data","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Computer science; Weighting; Inversion (geology); Joint (building); Operator (biology); Noise reduction; Bandwidth (computing); Iterative reconstruction; Compressed sensing; Seismic survey; Sampling (signal processing); Algorithm; Data mining; Computer vision; Telecommunications; Geology; Engineering; Detector; Acoustics; Seismology","score_opus":0.04230551581823488,"score_gpt":0.22309135091474408,"score_spread":0.1807858350965092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322880118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70964515,0.00046528754,0.24846472,0.0069284127,0.0007270049,0.0007540307,0.00008344133,0.0006069938,0.032324977],"genre_scores_gemma":[0.9575679,0.00006182424,0.03849958,0.0020922928,0.00006041162,0.0000013583183,0.00009972959,0.0000021522906,0.0016148083],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955964,0.000011462418,0.00008828233,0.0001755867,0.000044574783,0.000120479],"domain_scores_gemma":[0.9996992,0.000048074668,0.000027130573,0.0001628918,0.00001564952,0.000047107667],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015529929,0.000051105824,0.000061892395,0.000046726283,0.00010617145,0.00006683645,0.00010265366,0.000024679906,0.0011722632],"category_scores_gemma":[0.000029434717,0.00003902015,0.000010626216,0.000033772663,0.000043013355,0.00045213912,0.000016082526,0.000038906586,0.000082937695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013578527,8.5558116e-7,0.010581174,0.0000069370953,0.0000028360785,5.3150252e-8,0.000013861573,0.000009611292,0.000055591103,0.000015616917,0.06593684,0.92337525],"study_design_scores_gemma":[0.00008844347,0.000028411387,0.0024319948,0.000011154375,0.0000046728755,0.00004455211,0.00030831533,0.92619866,0.0011834411,0.0034822202,0.06613671,0.00008142907],"about_ca_topic_score_codex":0.0064815423,"about_ca_topic_score_gemma":0.000015201023,"teacher_disagreement_score":0.92618906,"about_ca_system_score_codex":0.0000012323305,"about_ca_system_score_gemma":0.00000861348,"threshold_uncertainty_score":0.9997408},"labels":[],"label_agreement":null},{"id":"W2323091575","doi":"","title":"Simulations of seismic acquisition footprint","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Footprint; Sampling (signal processing); Amplitude; Geology; Aliasing; Data processing; Reflection (computer programming); Computer science; Seismology; Remote sensing; Algorithm; Artificial intelligence; Computer vision; Optics","score_opus":0.013524772846602267,"score_gpt":0.23650949907681237,"score_spread":0.2229847262302101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323091575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8440715,0.000036488254,0.08014195,0.00026216722,0.00010226594,0.000058342728,0.000009656141,0.000111235975,0.07520638],"genre_scores_gemma":[0.99413484,0.0000033843207,0.0047250567,0.00080087956,0.000021561566,2.3617515e-8,0.000022457927,7.794011e-7,0.0002910413],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996195,0.0000084999765,0.00011678748,0.00006900755,0.0000913569,0.000094836876],"domain_scores_gemma":[0.9997561,0.000069872236,0.00003128764,0.00008200286,0.000028378714,0.000032343174],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019711988,0.000036030775,0.00004849282,0.000077306504,0.000037780246,0.0000052187643,0.000059219634,0.000017993314,0.0016801406],"category_scores_gemma":[0.000008928101,0.000029408171,0.00002372536,0.000103347884,0.000033929427,0.000049502996,0.0000032269156,0.000032749285,0.00004570676],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003433399,0.00002827962,0.35844898,0.000014686479,0.000011281753,0.000003539555,0.00019029078,0.009041129,0.0014689292,0.0008479203,0.0037595925,0.626151],"study_design_scores_gemma":[0.00023868111,0.000115071874,0.42821392,0.000019250185,0.000009959142,0.00000947682,0.0003105686,0.38149598,0.1518833,0.010213273,0.027307613,0.00018289045],"about_ca_topic_score_codex":0.0029362876,"about_ca_topic_score_gemma":0.000048513553,"teacher_disagreement_score":0.62596816,"about_ca_system_score_codex":0.0000016293003,"about_ca_system_score_gemma":0.000008020671,"threshold_uncertainty_score":0.9992325},"labels":[],"label_agreement":null},{"id":"W2323305045","doi":"10.1190/ist092012-001.99","title":"Co-Semblance Horizon Tracking across Large Faults","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Horizon; Tracking (education); Computer science; Geology; Artificial intelligence; Computer vision; Mathematics; Geometry","score_opus":0.023060180260749283,"score_gpt":0.2835393315923184,"score_spread":0.2604791513315691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323305045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88616616,0.0005348267,0.0038917784,0.00030236784,0.00051484746,0.00008419925,0.000072262555,0.00041500336,0.10801854],"genre_scores_gemma":[0.99531376,0.00003974605,0.0010591316,0.0020126773,0.00019176312,3.7167916e-7,0.000055441345,0.0000025637698,0.0013245345],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999004,0.000028373635,0.000108931104,0.00012698182,0.0001572177,0.00057448086],"domain_scores_gemma":[0.99965316,0.000046445086,0.000034603207,0.00013464956,0.000016954056,0.00011417621],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004958578,0.00008758916,0.000092853035,0.000025286365,0.00021266914,0.000033568624,0.00014238947,0.00004946167,0.0023474216],"category_scores_gemma":[0.00002280915,0.00006719369,0.000037995967,0.00009291078,0.000035178582,0.000499644,0.0000054284733,0.000107006155,0.0011849875],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000872287,0.000017816586,0.7830767,0.0000063658836,0.0000039644124,0.0000017946498,0.00045665549,0.0000023894663,0.00011218526,0.000095681826,0.04454599,0.17167176],"study_design_scores_gemma":[0.00028133945,0.00009894525,0.2969217,0.000017297594,0.0000041864328,0.000025889656,0.001196187,0.0042792815,0.03951782,0.00015811161,0.65720403,0.00029521892],"about_ca_topic_score_codex":0.0011208813,"about_ca_topic_score_gemma":0.000035616256,"teacher_disagreement_score":0.612658,"about_ca_system_score_codex":0.0000027771,"about_ca_system_score_gemma":0.0000069899415,"threshold_uncertainty_score":0.9995927},"labels":[],"label_agreement":null},{"id":"W2323872549","doi":"10.1190/segam2012-0715.1","title":"Constrained geophysical inversion on unstructured meshes","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Polygon mesh; Inversion (geology); Geophysics; Computer science; Geology; Seismology; Computer graphics (images)","score_opus":0.012709480773822323,"score_gpt":0.20818614659838458,"score_spread":0.19547666582456225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323872549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7469563,0.000054507287,0.00025895762,0.0012270088,0.00060408766,0.00009495531,0.000016043517,0.00034291402,0.25044525],"genre_scores_gemma":[0.9915948,0.0000069400885,0.0020289791,0.0055042263,0.00013855172,1.6822369e-7,0.000036132347,0.000001661062,0.0006885489],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938214,0.000032712353,0.00007848383,0.00011077599,0.00015744427,0.0002384394],"domain_scores_gemma":[0.999659,0.00006538117,0.000023172266,0.00011267015,0.000011274138,0.0001284895],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010251461,0.00008831835,0.00008626251,0.000052269104,0.000089085086,0.000017608443,0.00009766513,0.000044291188,0.0045132837],"category_scores_gemma":[0.000019209525,0.000061014285,0.000042055286,0.000087263186,0.00009747479,0.00019094166,0.000005438263,0.00009529849,0.00088946096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007843461,0.000053789277,0.21109876,0.000012394737,0.000023257897,0.0000060791094,0.00036852533,0.000026075475,0.00050089776,0.0062333276,0.30286756,0.4787309],"study_design_scores_gemma":[0.0011971651,0.00066293485,0.37618986,0.000057762893,0.000044158503,0.00008188037,0.0013666123,0.05359155,0.09175729,0.010239109,0.4637352,0.0010764893],"about_ca_topic_score_codex":0.0011300814,"about_ca_topic_score_gemma":0.0000032184216,"teacher_disagreement_score":0.4776544,"about_ca_system_score_codex":0.0000027807257,"about_ca_system_score_gemma":0.000011680038,"threshold_uncertainty_score":0.9998885},"labels":[],"label_agreement":null},{"id":"W2323886967","doi":"10.1190/segam2012-0529.1","title":"Tensor completion via nuclear norm minimization for 5D seismic data reconstruction","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Minification; Matrix norm; Computer science; Tensor (intrinsic definition); Norm (philosophy); Algorithm; Mathematics; Mathematical optimization; Physics; Geometry; Philosophy","score_opus":0.05515372653801482,"score_gpt":0.23927028632968805,"score_spread":0.18411655979167324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323886967","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36291954,0.00039198349,0.5740122,0.0065272194,0.004555316,0.0014290127,0.00080886687,0.0016303662,0.047725506],"genre_scores_gemma":[0.9380451,0.000036034875,0.05725431,0.002653442,0.000258926,7.6880707e-7,0.0013528196,0.0000051078528,0.0003934775],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993476,0.000028219434,0.00014661653,0.00017417487,0.00009929981,0.00020407804],"domain_scores_gemma":[0.9995225,0.00005261783,0.0000638389,0.00025157878,0.00003963551,0.00006983828],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027389856,0.0000787701,0.000090462774,0.00006908538,0.00017029604,0.000033524488,0.0001823027,0.000051256717,0.0019423352],"category_scores_gemma":[0.000035909845,0.00006527262,0.000024835006,0.00008359016,0.000048036472,0.00079452066,0.000013544212,0.000050859293,0.0002764114],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004125479,0.000019366988,0.07219957,0.000019579815,0.000011431139,1.09570756e-7,0.00009652848,0.00008472891,0.00009986619,0.00008088422,0.183501,0.74384564],"study_design_scores_gemma":[0.00013751622,0.000039298182,0.011879099,0.000007071227,0.00001390932,0.00003765014,0.00014735009,0.74032634,0.00028721188,0.00025426468,0.24676052,0.000109757224],"about_ca_topic_score_codex":0.0015009006,"about_ca_topic_score_gemma":0.000014653404,"teacher_disagreement_score":0.7437359,"about_ca_system_score_codex":0.000005114015,"about_ca_system_score_gemma":0.0000086761365,"threshold_uncertainty_score":0.99897003},"labels":[],"label_agreement":null},{"id":"W2323953236","doi":"10.1190/segam2012-1446.1","title":"Multi-component investigation of fracturing in a potash mining region in Saskatchewan, Canada","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Potash; Drilling; Evaporite; Bay; Gemology; Borehole; Economic geology; Igneous petrology; Azimuth; Terrain; Mining engineering; Anisotropy; Structural basin; Seismology; Geochemistry; Geomorphology; Engineering geology; Tectonics; Metamorphic petrology; Volcanism; Geotechnical engineering; Cartography; Oceanography; Potassium","score_opus":0.02202515140486601,"score_gpt":0.20550487669155687,"score_spread":0.18347972528669088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323953236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998678,0.00013230943,0.00012508317,0.0002829394,0.00009748902,0.000060684117,0.0000016257933,0.000017783814,0.0006040289],"genre_scores_gemma":[0.9925264,0.000005046687,0.0063909977,0.00095086603,0.000014067274,4.5660062e-7,0.000015841997,0.0000013975896,0.0000949008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993867,0.00004641166,0.00018266689,0.000086989836,0.00011514738,0.00018207586],"domain_scores_gemma":[0.9997434,0.000060304334,0.000055222492,0.000073746975,0.000008603863,0.000058695834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023753336,0.000060213195,0.000095150215,0.000113290225,0.000017207363,0.000004615665,0.00007064311,0.00003029844,0.000081675615],"category_scores_gemma":[0.000018137913,0.000052673095,0.000011014788,0.00013663144,0.000023611545,0.00019347222,0.0000058122114,0.00007895617,0.0000019647457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037254415,0.0000049821924,0.98663634,0.000008350392,7.909287e-7,0.0000027023868,0.0011524758,0.00016367398,0.00014813383,5.9135266e-7,0.0014508194,0.010427393],"study_design_scores_gemma":[0.00016682448,0.000008547781,0.95976096,0.000057721336,0.0000010735702,0.000004186938,0.0040969593,0.021618104,0.013494504,0.000018714432,0.00069049944,0.00008192575],"about_ca_topic_score_codex":0.96226424,"about_ca_topic_score_gemma":0.8737648,"teacher_disagreement_score":0.08849943,"about_ca_system_score_codex":0.000019156554,"about_ca_system_score_gemma":0.00009938324,"threshold_uncertainty_score":0.21479465},"labels":[],"label_agreement":null},{"id":"W2324038649","doi":"10.1190/segam2014-0893.1","title":"Making <i>f-x</i> projection filters robust to erratic noise","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Algorithm; Gaussian noise; Noise (video); Value noise; Filter (signal processing); Computer science; Gradient noise; Median filter; Mathematics; Noise measurement; Noise reduction; Noise floor; Artificial intelligence","score_opus":0.03518619108730016,"score_gpt":0.23787142666854333,"score_spread":0.20268523558124318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324038649","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14558063,0.00003029411,0.2320468,0.006383159,0.001208635,0.00047612784,0.000007958996,0.0010968528,0.61316955],"genre_scores_gemma":[0.95827943,0.0000020159493,0.024462912,0.015004531,0.00008510675,0.0000011842893,0.000010715061,0.0000023767489,0.0021517565],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994124,0.0000371269,0.00009695453,0.00016507413,0.000121979625,0.00016642167],"domain_scores_gemma":[0.9997396,0.000034577417,0.00002293294,0.00012733461,0.000017851422,0.000057713845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000217165,0.00007167719,0.00007142249,0.00009031105,0.000104976476,0.000055966528,0.0001117469,0.000025081863,0.0012801735],"category_scores_gemma":[0.00004316722,0.000055688462,0.00002568739,0.00015788803,0.00001877789,0.00013803931,0.0000066249772,0.000060019367,0.0005892642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002526416,0.000012985828,0.05120619,0.000021981194,0.000006302546,0.0000017837114,0.00036271496,0.0041376334,0.00022686375,0.00012911817,0.44970572,0.49416345],"study_design_scores_gemma":[0.00019155446,0.00032858804,0.019037323,0.00006328376,0.000011032085,0.000023481609,0.0003706046,0.6367063,0.004332289,0.00077035674,0.33780527,0.00035990673],"about_ca_topic_score_codex":0.0020035147,"about_ca_topic_score_gemma":0.000099094934,"teacher_disagreement_score":0.8126988,"about_ca_system_score_codex":0.000003186862,"about_ca_system_score_gemma":0.000010056144,"threshold_uncertainty_score":0.9996328},"labels":[],"label_agreement":null},{"id":"W2324099481","doi":"10.1190/segam2012-0494.1","title":"Multidimensional de-aliased Cadzow reconstruction of seismic records","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Geology","score_opus":0.01627821303469528,"score_gpt":0.22095726406055077,"score_spread":0.20467905102585549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324099481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970407,0.0001470381,0.0027395568,0.00025455374,0.0005768613,0.000055952096,0.000014884324,0.00010180907,0.025702335],"genre_scores_gemma":[0.9669989,0.000027704475,0.030902686,0.0010236643,0.00006850636,2.7229754e-7,0.00002001887,0.0000016436984,0.00095663604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99942493,0.000049929648,0.00013688095,0.00008353883,0.00010667214,0.00019803677],"domain_scores_gemma":[0.9996712,0.000064033586,0.000055330656,0.000092511356,0.000028596955,0.00008829793],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034605296,0.00006301285,0.000086976055,0.00007284327,0.00005157325,0.0000040215764,0.000056474033,0.0000380287,0.00453832],"category_scores_gemma":[0.000030464536,0.000050514347,0.000040317096,0.000088303525,0.00006511104,0.00022057611,0.000004036532,0.00007037605,0.00013537322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017876144,0.000013832577,0.69110334,0.000007895313,0.0000068736085,4.0546797e-7,0.00009946053,0.000067383124,0.0006113349,0.000055228964,0.021460991,0.28655538],"study_design_scores_gemma":[0.00049244554,0.00015817188,0.35142526,0.00007399995,0.000033438675,0.00029977917,0.0009281859,0.30760434,0.24054183,0.0014347399,0.09655837,0.0004494109],"about_ca_topic_score_codex":0.01175952,"about_ca_topic_score_gemma":0.000017959283,"teacher_disagreement_score":0.33967808,"about_ca_system_score_codex":0.0000049774567,"about_ca_system_score_gemma":0.000031012376,"threshold_uncertainty_score":0.9963717},"labels":[],"label_agreement":null},{"id":"W2324110124","doi":"10.1190/1.2792893","title":"The wedge model revisited: A physical model experiment","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wedge (geometry); Computer science; Mathematics; Geometry","score_opus":0.021655064495980342,"score_gpt":0.25942076611472553,"score_spread":0.2377657016187452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324110124","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13446161,0.000799055,0.31135574,0.002316245,0.00012000888,0.00026711804,0.000012947977,0.0005051546,0.55016214],"genre_scores_gemma":[0.98373634,0.000060151026,0.006807991,0.0028262164,0.000059046917,5.6281146e-7,0.000007694174,0.0000022262764,0.006499789],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993109,0.000011738635,0.00010731446,0.00014281184,0.00018547788,0.00024176143],"domain_scores_gemma":[0.9996199,0.00007101533,0.000024069865,0.00018635168,0.000021512915,0.0000771442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035494304,0.00008019072,0.000071538176,0.000027244027,0.00022506932,0.00004531483,0.00019040197,0.00002384698,0.00009678022],"category_scores_gemma":[0.000010324248,0.00004492576,0.000051558112,0.00007613226,0.0000718152,0.000103092105,0.000011364332,0.00008683123,0.00016918461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012383983,0.00007627838,0.0016882593,0.00001012395,0.00002331458,0.00000820406,0.0017292779,0.029051809,0.0012489766,0.024590855,0.43772247,0.5037266],"study_design_scores_gemma":[0.000053864467,0.000018571765,0.00006785276,0.000003506826,0.0000026027524,0.0000017508368,0.00014948567,0.9734855,0.0077901045,0.006381123,0.011968079,0.00007752784],"about_ca_topic_score_codex":0.00028840685,"about_ca_topic_score_gemma":0.0000066601333,"teacher_disagreement_score":0.94443375,"about_ca_system_score_codex":0.0000041614917,"about_ca_system_score_gemma":0.000020230082,"threshold_uncertainty_score":0.21745822},"labels":[],"label_agreement":null},{"id":"W2324324243","doi":"10.1190/segam2013-1179.1","title":"Numerical modeling fractures and fractal network features–Wormholes of CHOPS","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Wormhole; Fractal; Computer science; Geology; Mathematics; Physics; Classical mechanics; Mathematical analysis","score_opus":0.007903243344879999,"score_gpt":0.20887583515687855,"score_spread":0.20097259181199856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324324243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9237031,0.002486903,0.0154611375,0.0017011822,0.000220387,0.00021993389,0.000006995872,0.00023788618,0.055962477],"genre_scores_gemma":[0.9883127,0.00008377825,0.008949981,0.0023537797,0.00008808759,5.2200704e-7,0.000014248631,0.0000021820038,0.00019471672],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939644,0.000022884378,0.00012932181,0.0001409215,0.00013052252,0.00017989594],"domain_scores_gemma":[0.99969006,0.00006594004,0.00003760126,0.00009973,0.000029077093,0.00007757555],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095140036,0.00008675693,0.00012731116,0.000035933685,0.00007630092,0.00004164226,0.000099733756,0.000059484202,0.0023589737],"category_scores_gemma":[0.000019365718,0.000059200556,0.00003141701,0.000078664685,0.000052285337,0.00022389622,0.000009106136,0.00013343552,0.00004259816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003085286,0.00002159741,0.228946,0.000027371616,0.000031496234,0.000003165456,0.00026754738,0.04256045,0.00007260356,0.00020255077,0.18682577,0.5410106],"study_design_scores_gemma":[0.0001053982,0.00006326192,0.09909547,0.000024543171,0.0000064832248,0.000015227809,0.00014839166,0.88919127,0.000767113,0.006542048,0.003882872,0.00015793934],"about_ca_topic_score_codex":0.014881063,"about_ca_topic_score_gemma":0.000014031576,"teacher_disagreement_score":0.8466308,"about_ca_system_score_codex":8.6442117e-7,"about_ca_system_score_gemma":0.000009787648,"threshold_uncertainty_score":0.998553},"labels":[],"label_agreement":null},{"id":"W2324530406","doi":"10.1190/1.3513428","title":"Reflection attenuation tomography: a field example","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Tomography; Attenuation; Optics; Field (mathematics); Computer science; Physics; Mathematics","score_opus":0.020069768653975462,"score_gpt":0.23973522142312176,"score_spread":0.21966545276914629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324530406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7830681,0.000018182374,0.006015301,0.0022214488,0.0008480566,0.000087530985,0.0000024868673,0.00041970628,0.20731916],"genre_scores_gemma":[0.98951405,0.000005243805,0.0060179755,0.0035632593,0.00008165642,4.5400256e-7,0.00002188335,9.304232e-7,0.00079455966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996436,0.000011154599,0.00006292542,0.000106220214,0.00008313067,0.00009291664],"domain_scores_gemma":[0.9997735,0.000048454964,0.000018467752,0.00010444544,0.00002021847,0.00003493113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013707466,0.00004162857,0.00003679783,0.00007327089,0.00008441492,0.00002835243,0.000064969674,0.000041570274,0.0063425903],"category_scores_gemma":[0.000022942551,0.00003289575,0.000025617102,0.00012763492,0.00001801299,0.0001408266,0.0000022333663,0.000118591604,0.00017436554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012171508,0.00000734264,0.30655482,0.000002900948,0.0000039285724,0.0000010649459,0.00008006119,0.000003566019,0.0031277703,0.0003533258,0.102312036,0.58754104],"study_design_scores_gemma":[0.00022679131,0.0003106767,0.20648122,0.000008100092,0.000011151414,0.000034697354,0.00015704018,0.029138295,0.11584683,0.013437364,0.6340293,0.00031849876],"about_ca_topic_score_codex":0.024436852,"about_ca_topic_score_gemma":0.0011478582,"teacher_disagreement_score":0.5872225,"about_ca_system_score_codex":4.4834505e-7,"about_ca_system_score_gemma":0.0000078284775,"threshold_uncertainty_score":0.9945657},"labels":[],"label_agreement":null},{"id":"W2324914572","doi":"10.1190/1.3627434","title":"Multicomponent seismic data reconstruction using the quaternion Fourier transform and POCS","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Quaternion; Fourier transform; Computer science; Geology; Algorithm; Mathematics; Geometry; Mathematical analysis","score_opus":0.10108939445054836,"score_gpt":0.2461890489841609,"score_spread":0.14509965453361257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324914572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9471999,0.00017313196,0.0423489,0.00091392157,0.00039913147,0.0001819758,0.0000347238,0.00012745376,0.008620874],"genre_scores_gemma":[0.97276205,0.00009873906,0.026188968,0.0007872965,0.000030115516,1.5111375e-7,0.000030552917,0.0000018756397,0.00010027],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948514,0.000036454763,0.00010780122,0.00016574614,0.00008552558,0.00011931969],"domain_scores_gemma":[0.9996618,0.00001807981,0.000029461271,0.00024138202,0.000010445161,0.000038816685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027666026,0.000067618836,0.00006055222,0.00003636003,0.00015374608,0.00002921858,0.00018354766,0.000029336996,0.00064464414],"category_scores_gemma":[0.0000050758476,0.000039481158,0.000013250902,0.00004253586,0.000102276026,0.00035414682,0.000013772786,0.00007524069,0.000018449971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017806413,0.000004742959,0.030671207,0.000004937013,0.000008090101,0.0000012526317,0.0003802058,0.000010541243,0.000048948536,0.000009849605,0.00071127526,0.9681311],"study_design_scores_gemma":[0.000102108635,0.000022391992,0.0053103156,0.000011411319,0.000013887732,0.000117804026,0.0005372453,0.9842956,0.0017105547,0.0008457906,0.006949893,0.000083006285],"about_ca_topic_score_codex":0.02801469,"about_ca_topic_score_gemma":0.00011463191,"teacher_disagreement_score":0.98428506,"about_ca_system_score_codex":0.0000019681752,"about_ca_system_score_gemma":0.000010934871,"threshold_uncertainty_score":0.97845787},"labels":[],"label_agreement":null},{"id":"W2324916384","doi":"10.1190/segam2013-0681.1","title":"True-amplitude common-shot acoustic reverse time migration","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Amplitude; Shot (pellet); Computer science; Seismic migration; Acoustics; Physics; Optics; Geology; Materials science; Seismology","score_opus":0.014971190166846761,"score_gpt":0.2139574875668504,"score_spread":0.19898629740000365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324916384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74818575,0.00011481572,0.002934439,0.0071676783,0.00041084172,0.0004674782,0.000026852304,0.00083589315,0.23985626],"genre_scores_gemma":[0.9795475,0.00002631317,0.003434426,0.0054521575,0.000046263776,0.0000016442614,0.00010536217,0.000002465445,0.011383841],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935603,0.000036338773,0.00013533111,0.00015147739,0.00013971051,0.00018112823],"domain_scores_gemma":[0.99961275,0.00006389689,0.00003499949,0.00017426156,0.00003134707,0.000082762344],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012348237,0.00008857249,0.00010038269,0.000059065424,0.00009886123,0.00007844997,0.00014392544,0.000045495784,0.03297299],"category_scores_gemma":[0.000020013971,0.00006695833,0.00003711092,0.00009874471,0.000050324477,0.0003265746,0.0000067214855,0.00008168696,0.009855381],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047168255,0.000012047707,0.042274226,0.000006715734,0.0000065742042,0.0000016719624,0.00008337736,0.00010054152,0.0013170805,0.000016569193,0.91006064,0.04611585],"study_design_scores_gemma":[0.0003960891,0.00026920572,0.18321988,0.000045432276,0.000033449858,0.000035357276,0.0004603408,0.59785277,0.0072894767,0.0057239844,0.2040279,0.00064609095],"about_ca_topic_score_codex":0.025507513,"about_ca_topic_score_gemma":0.0002394132,"teacher_disagreement_score":0.70603275,"about_ca_system_score_codex":0.0000034794623,"about_ca_system_score_gemma":0.000013535417,"threshold_uncertainty_score":0.99091554},"labels":[],"label_agreement":null},{"id":"W2324992528","doi":"10.2118/175947-ms","title":"Lithological Controls on Mechanical Anisotropy in Shales to Predict In Situ Stress Magnitudes and Potential for Shearing of Laminations During Fracturing","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Anisotropy; Shearing (physics); Oil shale; Geotechnical engineering; Bed; Diagenesis; Bedding; Differential stress; Pore water pressure; Tight gas; Cohesion (chemistry); Siltstone; Hydraulic fracturing; Mohr–Coulomb theory; Shear (geology); Geomechanics; Mineralogy; Petrology; Geomorphology; Engineering","score_opus":0.02185714918982904,"score_gpt":0.25108190193156255,"score_spread":0.2292247527417335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324992528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969521,0.000024122735,0.0016980731,0.00032777266,0.000040486702,0.00022668226,0.000030936404,0.000038814956,0.0006609792],"genre_scores_gemma":[0.99228555,0.000009067676,0.007460403,0.0001721826,0.00002194896,0.000004017183,0.000013241719,0.0000018467099,0.000031727086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932575,0.00003910969,0.00017293246,0.00017701749,0.00012476917,0.00016039761],"domain_scores_gemma":[0.9997016,0.00010990418,0.000026049765,0.00006434114,0.000024572759,0.00007353538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000285126,0.00007168017,0.00014512322,0.00016116812,0.000030233343,0.000024162735,0.000087057764,0.000051844774,0.000029788884],"category_scores_gemma":[0.00014772381,0.000056757457,0.000019723057,0.00007277834,0.000029367091,0.00011461563,0.000019322202,0.000085532745,0.0000016555648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013318418,0.0003101655,0.93884444,0.0001658018,0.000019917572,0.00013081223,0.0008445414,0.013366623,0.013829858,0.0016926789,0.00041627462,0.029047016],"study_design_scores_gemma":[0.0013665233,0.000622139,0.8921818,0.0001144034,0.0000060458583,0.000013726239,0.0005744264,0.036506407,0.06640619,0.001993772,0.000066031476,0.00014851718],"about_ca_topic_score_codex":0.0006935857,"about_ca_topic_score_gemma":0.0003812382,"teacher_disagreement_score":0.052576333,"about_ca_system_score_codex":0.0000071220934,"about_ca_system_score_gemma":0.000011955411,"threshold_uncertainty_score":0.2314502},"labels":[],"label_agreement":null},{"id":"W2325146523","doi":"10.1139/cjes-2014-0008","title":"An integrated technique for delineating groundwater contaminated zones using geophysical and remote sensing techniques: a case study of Al-Quway’iyah, central Saudi Arabia","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Groundwater; Lineament; Water table; Groundwater flow; Bedrock; Remote sensing; Aquifer; Tectonics; Mining engineering; Hydrology (agriculture); Geomorphology; Seismology; Geotechnical engineering","score_opus":0.023167705153068808,"score_gpt":0.25281661112886267,"score_spread":0.22964890597579385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325146523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9105371,0.0000482084,0.08879684,0.00010518786,0.00013627089,0.00030617858,0.000011661604,0.00001941545,0.000039089733],"genre_scores_gemma":[0.88159627,0.0000039561824,0.11799298,0.00032332027,0.00007013757,1.2432957e-7,0.000002885005,0.0000046644773,0.0000056727963],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842894,0.0002136982,0.00047644516,0.00024546916,0.0002099675,0.00042548598],"domain_scores_gemma":[0.99867016,0.0001498141,0.00032773154,0.00012641556,0.00032474592,0.00040111266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016383788,0.00016220915,0.00032302688,0.0004709111,0.0005199069,0.00016760336,0.00022467895,0.000064265456,0.000020769188],"category_scores_gemma":[0.00018337579,0.00012341116,0.00005609411,0.00038941024,0.00048039522,0.0005035392,0.0000058105393,0.00020528762,2.3004374e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012175313,0.00009775071,0.17392808,0.0000954143,0.000077556906,0.0016103126,0.006320732,0.0014235692,0.01161381,0.000027981292,0.0002945827,0.80438846],"study_design_scores_gemma":[0.0007190976,0.0069799754,0.00975769,0.00061229395,0.00009869635,0.010665751,0.01749538,0.9268438,0.023109939,0.0008186606,0.0023533814,0.00054530083],"about_ca_topic_score_codex":0.2802023,"about_ca_topic_score_gemma":0.0737566,"teacher_disagreement_score":0.9254203,"about_ca_system_score_codex":0.0000062717163,"about_ca_system_score_gemma":0.0004103397,"threshold_uncertainty_score":0.9431449},"labels":[],"label_agreement":null},{"id":"W2325203927","doi":"10.1190/segam2013-0120.1","title":"The need for quantitative QC parameters for microseismic event identifications and locations","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Microseism; Computer science; Event (particle physics); Seismology; Geology; Physics","score_opus":0.026865113629199636,"score_gpt":0.2652519603846967,"score_spread":0.23838684675549704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325203927","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24449578,0.0011531538,0.69344753,0.054753274,0.00059088407,0.0034402246,0.0002567956,0.0002281073,0.0016342847],"genre_scores_gemma":[0.9327064,0.00009779315,0.0611737,0.0023613654,0.000013232768,0.000112373295,0.0001276713,0.0000031622308,0.0034042972],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953127,0.00001813358,0.00013045463,0.00012978504,0.00004662235,0.00014374928],"domain_scores_gemma":[0.99896044,0.0007443315,0.00004569569,0.000117306576,0.00009058274,0.000041628507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020790262,0.000057627734,0.00005523211,0.000037442507,0.0005017052,0.00015330549,0.00011349096,0.000020466261,0.00006892674],"category_scores_gemma":[0.00009691822,0.000036727113,0.000039143313,0.000059505623,0.0001289829,0.00015833614,0.0000037701725,0.000028770275,0.00005682833],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002646974,0.000020746744,0.0046182424,0.000026732328,0.000048483762,3.33458e-8,0.0005719091,0.00021720477,0.0008008471,0.010077695,0.7987373,0.18485436],"study_design_scores_gemma":[0.00040681066,0.00023324463,0.020202879,0.000016377438,0.000037452,0.000003964354,0.0076280343,0.68501335,0.007369905,0.088345,0.19049138,0.0002516204],"about_ca_topic_score_codex":0.004214215,"about_ca_topic_score_gemma":0.00010749776,"teacher_disagreement_score":0.6882106,"about_ca_system_score_codex":0.0000024748977,"about_ca_system_score_gemma":0.000019657986,"threshold_uncertainty_score":0.6370661},"labels":[],"label_agreement":null},{"id":"W2325307408","doi":"10.1190/1.3513940","title":"Randomized full‐waveform inversion: a dimenstionality‐reduction approach","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Reduction (mathematics); Waveform; Computer science; Mathematics; Geology; Seismology; Telecommunications","score_opus":0.013335878746860041,"score_gpt":0.21162123712315528,"score_spread":0.19828535837629524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325307408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5037455,0.000050150124,0.007808849,0.0025565408,0.0016893926,0.0004771012,0.0000092653445,0.0005951648,0.48306802],"genre_scores_gemma":[0.9690279,0.000017603083,0.026847912,0.0011152326,0.00018607685,0.0000028708553,0.00014382951,0.000002325894,0.0026562964],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991266,0.00006496982,0.0001829988,0.00021619262,0.00023249307,0.00017675354],"domain_scores_gemma":[0.9995503,0.000069147245,0.000057458146,0.00017532521,0.00004651017,0.00010124823],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007913653,0.00010716076,0.0001895624,0.00009979562,0.0001693798,0.000045531455,0.00014335697,0.00008089026,0.007300548],"category_scores_gemma":[0.00006229119,0.00007317857,0.00010756959,0.00014724725,0.00026590674,0.00027017496,0.0000096785725,0.00023237344,0.00051009865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035915248,0.00030942977,0.012956707,0.00011629389,0.00023391735,0.000011669272,0.0014908509,0.00040733122,0.004760626,0.039749887,0.31862417,0.5854239],"study_design_scores_gemma":[0.07395184,0.00013223731,0.0018347714,0.000018622266,0.00008937039,0.00048254622,0.0010563086,0.74165756,0.010372183,0.0380785,0.13143247,0.00089361507],"about_ca_topic_score_codex":0.0031493278,"about_ca_topic_score_gemma":0.000017121243,"teacher_disagreement_score":0.7412502,"about_ca_system_score_codex":0.0000026570817,"about_ca_system_score_gemma":0.000032271197,"threshold_uncertainty_score":0.9936069},"labels":[],"label_agreement":null},{"id":"W2325480604","doi":"10.1190/segam2012-0073.1","title":"Validate target-oriented VVAZ with formation microimaging logs","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Computer science","score_opus":0.012240641178270412,"score_gpt":0.20345331184958265,"score_spread":0.19121267067131223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325480604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6092432,0.0006297838,0.19273217,0.0024926579,0.00055976654,0.00032046044,0.000030910698,0.0009847449,0.19300629],"genre_scores_gemma":[0.96487635,0.000012537369,0.031560134,0.0026072385,0.000056512585,5.2609e-7,0.00012140019,0.0000025532383,0.0007627424],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993526,0.000028262419,0.00010390354,0.0000943091,0.00013561048,0.0002853395],"domain_scores_gemma":[0.9997041,0.000020901087,0.00004371785,0.000112382884,0.0000282999,0.00009057254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022001109,0.000085421205,0.000073364106,0.00007362806,0.000113328526,0.000033621578,0.00008230154,0.000021618624,0.001647575],"category_scores_gemma":[0.000006945009,0.00005721528,0.000020524956,0.00013327581,0.00004380495,0.0009891104,0.000005802875,0.00007402712,0.00045913353],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004514185,0.00003217136,0.8373988,0.000027188928,0.00001549617,0.0000036447252,0.0009120165,0.000061680825,0.00064547133,0.0003767486,0.09911786,0.06136377],"study_design_scores_gemma":[0.000523524,0.00013445431,0.060794536,0.00004351717,0.00002468125,0.0001401221,0.0012321625,0.046161678,0.15239768,0.0004788454,0.73756164,0.0005071737],"about_ca_topic_score_codex":0.0014726355,"about_ca_topic_score_gemma":0.0000064570218,"teacher_disagreement_score":0.7766043,"about_ca_system_score_codex":0.000003978709,"about_ca_system_score_gemma":0.000009626246,"threshold_uncertainty_score":0.9992651},"labels":[],"label_agreement":null},{"id":"W2325553270","doi":"10.3997/2214-4609.201412652","title":"A Case Study of Multi-pole Acoustic Logging in Heavy Oil Sand Reservoirs","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Slowness; Geology; Oil shale; Anisotropy; Lithology; Shear (geology); Dispersion (optics); Amplitude; Dipole; Geotechnical engineering; Seismology; Petrology; Optics; Physics","score_opus":0.05763889487595837,"score_gpt":0.27155773531970395,"score_spread":0.2139188404437456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325553270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952025,0.00015799857,0.000014074547,0.00011162163,0.00007600602,0.00009319619,0.0000032796975,0.00007864186,0.0042627146],"genre_scores_gemma":[0.99885154,0.000009505315,0.00074674847,0.00016511632,0.000025085074,0.0000020985617,0.0000017047274,0.0000034960683,0.0001946782],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991882,0.000013196144,0.0002014668,0.00019918647,0.00019215202,0.00020580943],"domain_scores_gemma":[0.99964863,0.000028820416,0.00007113681,0.00006632087,0.000083708175,0.000101391044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054710713,0.000092929906,0.00015532637,0.00018473981,0.000056497516,0.00003422152,0.00014283188,0.00003804479,0.000037422134],"category_scores_gemma":[0.00013675303,0.00007949697,0.000017039534,0.00026681498,0.00005256482,0.00025003354,0.000021707338,0.00013930461,0.000014047002],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000997259,0.00023906789,0.94220567,0.00011532932,0.00001027391,0.00049484445,0.020708447,0.00056913996,0.00016933653,0.0000013618306,0.0075408835,0.02784594],"study_design_scores_gemma":[0.0050984235,0.001983831,0.016074017,0.0002817511,0.000061185245,0.00226359,0.27580416,0.6895651,0.0040045534,0.00043462048,0.0036894155,0.0007393307],"about_ca_topic_score_codex":0.03242844,"about_ca_topic_score_gemma":0.00039233058,"teacher_disagreement_score":0.9261316,"about_ca_system_score_codex":0.000008832231,"about_ca_system_score_gemma":0.00003324336,"threshold_uncertainty_score":0.9740147},"labels":[],"label_agreement":null},{"id":"W2325917634","doi":"10.1190/segam2013-0034.1","title":"The influence of HTI anisotropy on microseismic event location—A case study from a tight gas field in British Columbia","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Microseism; Geology; Anisotropy; Field (mathematics); Seismology; Tight gas; Event (particle physics); Geophysics; Geodesy; Paleontology; Hydraulic fracturing; Physics; Mathematics; Optics","score_opus":0.006007670844478422,"score_gpt":0.20624289215980945,"score_spread":0.20023522131533103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325917634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99854934,0.00009703523,0.00004141353,0.0005119537,0.000061932995,0.00035228257,0.000010341785,0.000035089502,0.00034059948],"genre_scores_gemma":[0.99710953,0.0000449556,0.0002587336,0.0019665281,0.000012415155,0.0000055278697,0.000006221542,0.0000018378604,0.00059422216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992223,0.000078426085,0.00022957199,0.00017711893,0.00014206782,0.00015055743],"domain_scores_gemma":[0.9993345,0.00028806878,0.00006044429,0.00021301092,0.00006157493,0.00004240784],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016309106,0.000058841433,0.000102914964,0.000024974224,0.00014684496,0.00018453893,0.0001962803,0.000033821845,0.0013804877],"category_scores_gemma":[0.000056936802,0.000055941695,0.000023467748,0.00015341741,0.00008178033,0.00014780121,0.000012987087,0.00011250653,0.00010650888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005529397,0.00007700359,0.88042635,0.0000031608056,0.000008630369,0.00011906761,0.0002976379,0.00034341717,0.000034387955,0.0000012456532,0.037301347,0.08138223],"study_design_scores_gemma":[0.00044051075,0.00061017403,0.9739949,0.000073445655,0.000007962359,0.00012707704,0.0065849745,0.013499859,0.00074991235,0.0014064098,0.0023245201,0.00018026264],"about_ca_topic_score_codex":0.9644233,"about_ca_topic_score_gemma":0.36207417,"teacher_disagreement_score":0.6023491,"about_ca_system_score_codex":0.000005561178,"about_ca_system_score_gemma":0.000033337164,"threshold_uncertainty_score":0.9995324},"labels":[],"label_agreement":null},{"id":"W2326267483","doi":"10.1190/1.3255399","title":"Seismic anisotropy measurements and theoretical model of fractured rock using multi‐depth multi‐azimuth walk‐away VSP from Outokumpu, Finland","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Anisotropy; Borehole; Azimuth; Schist; Lithology; Vertical seismic profile; Seismology; Seismic survey; Seismic anisotropy; Mineralogy; Petrology; Geophysics; Geotechnical engineering; Geometry; Metamorphic rock; Optics","score_opus":0.05241158358191268,"score_gpt":0.261392384812426,"score_spread":0.20898080123051332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326267483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6932767,0.00034503816,0.30449438,0.00030898853,0.00008700226,0.00018783253,0.00008562753,0.00010987432,0.0011045563],"genre_scores_gemma":[0.89581835,0.000042158234,0.10174688,0.002184313,0.000027694588,2.1066886e-7,0.000042735017,0.0000054303687,0.00013224408],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857706,0.00008238299,0.00030378732,0.00038235524,0.00034181995,0.00031260872],"domain_scores_gemma":[0.9993626,0.00006319062,0.000106818756,0.00024295227,0.000065807006,0.00015866799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024037492,0.00022608614,0.00030416867,0.000098986064,0.00013811121,0.000053709533,0.00020700057,0.00013517612,0.00056649745],"category_scores_gemma":[0.000052595868,0.0001683725,0.00007182839,0.00008899034,0.000116455994,0.00022503769,0.000017498533,0.00018007633,0.000027079697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069001503,0.0005545924,0.6314207,0.00006019941,0.00020716035,0.000020467725,0.0035078314,0.20856048,0.024558356,0.00036001432,0.0050742924,0.12498589],"study_design_scores_gemma":[0.0007806004,0.00009089147,0.02551557,0.000034168934,0.000035769495,0.0000032672988,0.00009089647,0.95498914,0.015161547,0.0029797202,0.000101329286,0.00021710747],"about_ca_topic_score_codex":0.0035030015,"about_ca_topic_score_gemma":0.000029667679,"teacher_disagreement_score":0.74642867,"about_ca_system_score_codex":0.000008828622,"about_ca_system_score_gemma":0.000047675145,"threshold_uncertainty_score":0.6866031},"labels":[],"label_agreement":null},{"id":"W2326283219","doi":"10.1071/aseg2013ab140","title":"“Texas in Australia? Imaging channel sands in the Cooper Basin”","year":2013,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Footprint; Seismic vibrator; Computer science; Broadband; Data acquisition; Channel (broadcasting); Sampling (signal processing); Offset (computer science); Geology; Remote sensing; Telecommunications; Seismology","score_opus":0.020751332594749584,"score_gpt":0.24257510485975894,"score_spread":0.22182377226500935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326283219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667915,0.00015160849,0.000011106753,0.0055734045,0.00021484791,0.0003006689,0.0000142908275,0.00007123444,0.026871322],"genre_scores_gemma":[0.99229896,0.00003111827,0.00021030182,0.0067055714,0.00005969857,0.0000033765155,0.000046599547,0.0000039496417,0.0006404533],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987131,0.000088762055,0.00028184892,0.00025224828,0.0002378265,0.00042622077],"domain_scores_gemma":[0.99945843,0.00013958907,0.00006550256,0.00023474709,0.000028163098,0.000073560754],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062283146,0.0001501723,0.00014358567,0.00017289165,0.00005790058,0.00013208028,0.00033917412,0.000055657925,0.0022821599],"category_scores_gemma":[0.00006106081,0.00010273278,0.00004071982,0.00028144286,0.00008873403,0.0005321705,0.000009606439,0.00033297067,0.0014166426],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041441905,0.00021352517,0.14617907,0.00003835491,0.000011040068,0.00045211433,0.0015616788,0.0013374886,0.00006279943,0.0000752532,0.36618316,0.48384407],"study_design_scores_gemma":[0.00023928272,0.000023944112,0.98371863,0.000040945677,0.000002689171,0.000037156937,0.00040724943,0.0043906444,0.00060423726,0.003089039,0.007286902,0.00015927204],"about_ca_topic_score_codex":0.041154258,"about_ca_topic_score_gemma":0.00036305859,"teacher_disagreement_score":0.83753955,"about_ca_system_score_codex":0.000008183023,"about_ca_system_score_gemma":0.000029200412,"threshold_uncertainty_score":0.99936086},"labels":[],"label_agreement":null},{"id":"W2326499744","doi":"10.1190/1.3513483","title":"9C seismic modelling for VTI media","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Geology","score_opus":0.02227888264547148,"score_gpt":0.21502042155224074,"score_spread":0.19274153890676926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326499744","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29762685,0.00010632131,0.58254737,0.004832021,0.0022192383,0.00033033456,0.00008139583,0.0007614794,0.11149502],"genre_scores_gemma":[0.92776203,0.000011939351,0.066360146,0.0045254566,0.00015849185,9.922518e-7,0.00005722893,0.0000026116777,0.0011210978],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994943,0.000006192717,0.00009227828,0.00014160018,0.00009019559,0.00017540276],"domain_scores_gemma":[0.9996029,0.00012924922,0.000021343112,0.00012170361,0.000028195642,0.00009660895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020240276,0.00006606845,0.00007110036,0.000051559076,0.000095073374,0.000031849595,0.00014396104,0.000051659154,0.0018489683],"category_scores_gemma":[0.00004048549,0.000050249666,0.000041751126,0.000052854655,0.00004263709,0.00012830042,0.000003466442,0.000116331576,0.00018087392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044470147,0.000021325248,0.013753542,0.000026520793,0.000015029013,0.0000033461904,0.00047847317,0.011506289,0.0005448047,0.0027369985,0.38329938,0.58756983],"study_design_scores_gemma":[0.00007489551,0.000015576756,0.000108202534,0.000002034195,0.0000030538815,0.0000037754153,0.000043913147,0.8015213,0.003479952,0.011600831,0.18306881,0.000077625824],"about_ca_topic_score_codex":0.0024716929,"about_ca_topic_score_gemma":0.00007201432,"teacher_disagreement_score":0.79001504,"about_ca_system_score_codex":6.0478203e-7,"about_ca_system_score_gemma":0.000027543298,"threshold_uncertainty_score":0.9990635},"labels":[],"label_agreement":null},{"id":"W2326651046","doi":"10.1190/segam2015-5931654.1","title":"From Microseismic to Induced Seismicity: Monitoring the Full Band of Reservoir Seismicity","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Microseism; Induced seismicity; Seismology; Geology; Hydraulic fracturing; Magnitude (astronomy); Geotechnical engineering","score_opus":0.05483698186882689,"score_gpt":0.26274016105404213,"score_spread":0.20790317918521523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326651046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98409283,0.00016336111,0.00095138303,0.0061611193,0.00058423047,0.00021479663,0.00007172392,0.00012293158,0.0076376516],"genre_scores_gemma":[0.99088407,0.000013084025,0.002769162,0.0053780414,0.00027730598,0.0000014525692,0.000019726182,0.0000063693747,0.00065080455],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985222,0.00012945544,0.0003098722,0.0003190415,0.0003934727,0.00032595728],"domain_scores_gemma":[0.9988748,0.00018752512,0.00009993682,0.00046652855,0.00013352328,0.00023770507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064955064,0.00017804572,0.0002409286,0.000115017436,0.00013260779,0.00007399606,0.0006212579,0.00009297327,0.00025421815],"category_scores_gemma":[0.00012555717,0.00011795392,0.000069987494,0.00034830102,0.000087675246,0.00017269359,0.000052621537,0.0002388691,0.00026166948],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059452426,0.00009099586,0.29931754,0.000030797648,0.00012268731,0.000023743049,0.008778203,0.0041202814,0.049087755,0.000023887082,0.53732204,0.10048754],"study_design_scores_gemma":[0.00071599265,0.0004868931,0.031280663,0.00010981734,0.000039475784,0.00001753696,0.00586397,0.02922942,0.74309504,0.0054707085,0.18314631,0.00054416165],"about_ca_topic_score_codex":0.18461716,"about_ca_topic_score_gemma":0.00007760096,"teacher_disagreement_score":0.6940073,"about_ca_system_score_codex":0.000015039972,"about_ca_system_score_gemma":0.00009871689,"threshold_uncertainty_score":0.8208125},"labels":[],"label_agreement":null},{"id":"W2326770387","doi":"10.1190/1.3513608","title":"Two dimensional shot‐profile migration data reconstruction","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Seismic migration; Geophone; Least-squares function approximation; Shot (pellet); Computer science; Data migration; Space (punctuation); Algorithm; Geology; Seismology; Mathematics; Database; Estimator; Statistics","score_opus":0.02872810115409045,"score_gpt":0.2478823088577556,"score_spread":0.21915420770366517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326770387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9074127,0.000030227668,0.0003035311,0.0017865426,0.0015963827,0.00009407283,0.00010572036,0.00028003592,0.08839078],"genre_scores_gemma":[0.95300686,0.000006340782,0.043305706,0.0014163714,0.00016582967,2.8314722e-7,0.00093381753,0.0000016248063,0.0011631397],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945253,0.000017803959,0.00009978145,0.00020296352,0.00012172139,0.000105183375],"domain_scores_gemma":[0.9995403,0.000039523995,0.0000308493,0.00031329782,0.00002591758,0.000050071125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023813422,0.000058152975,0.000052517724,0.00004962322,0.00010663578,0.000037785336,0.00019512937,0.00003482718,0.015574009],"category_scores_gemma":[0.000033468263,0.00004363285,0.000014226191,0.00007309346,0.0000629904,0.00045576988,0.000015301805,0.00013921491,0.00053447584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012441378,0.000008315049,0.12709925,0.000002400192,0.0000053169433,0.0000016486097,0.000017961805,0.000024572042,0.0042556417,0.00016156473,0.18470214,0.6837087],"study_design_scores_gemma":[0.00024450588,0.000046201767,0.030150237,0.000009295887,0.000011505335,0.00018415363,0.000089677014,0.8414788,0.024022317,0.0024587756,0.10105871,0.00024579052],"about_ca_topic_score_codex":0.009172454,"about_ca_topic_score_gemma":0.001605284,"teacher_disagreement_score":0.84145427,"about_ca_system_score_codex":7.498857e-7,"about_ca_system_score_gemma":0.000027412758,"threshold_uncertainty_score":0.99742556},"labels":[],"label_agreement":null},{"id":"W2326902161","doi":"10.3997/2214-4609.20149735","title":"The Advantages of Pre-stack Inversion in Heterogeneous Carbonate Reservoir Prediction - A Case Study from Tarim Basin, China","year":2011,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismogram; Brine; Tarim basin; Inversion (geology); Methane; Seismic inversion; Natural gas field; Carbonate; Petroleum engineering; Mining engineering; Seismology; Structural basin; Natural gas; Geochemistry; Geomorphology; Meteorology","score_opus":0.020232227291197436,"score_gpt":0.22472549505622236,"score_spread":0.2044932677650249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326902161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963377,0.00023163755,0.000004058833,0.000075938486,0.00013984421,0.00033777,0.000038762075,0.00008701119,0.0027472624],"genre_scores_gemma":[0.9993698,0.000114145536,0.00032238045,0.000086216525,0.000027884822,0.000004083526,0.000009639707,0.000004806274,0.000061061495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901074,0.000031461634,0.00026247985,0.00026154012,0.00022723326,0.00020654716],"domain_scores_gemma":[0.9995945,0.000045221354,0.00012626697,0.0001228437,0.000059682672,0.000051448857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004290802,0.000123015,0.0001447113,0.00010774686,0.00017122521,0.000033066353,0.000243084,0.00005344291,0.0001020561],"category_scores_gemma":[0.00006301905,0.00008598774,0.00003744848,0.00020641902,0.000097381046,0.00031416072,0.00003838448,0.00017749815,0.0000054716425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020371641,0.00006307206,0.977765,0.0000150861315,0.000016092454,0.000111899615,0.013132418,0.00001832647,0.000054228356,0.00000232247,0.0010401381,0.0075776684],"study_design_scores_gemma":[0.001245885,0.0019645789,0.827435,0.00015110799,0.00008195081,0.00036247767,0.025011636,0.11705296,0.018396406,0.004076501,0.0038002299,0.00042123088],"about_ca_topic_score_codex":0.15170498,"about_ca_topic_score_gemma":0.00096042705,"teacher_disagreement_score":0.15074454,"about_ca_system_score_codex":0.000010607087,"about_ca_system_score_gemma":0.00001959858,"threshold_uncertainty_score":0.8539439},"labels":[],"label_agreement":null},{"id":"W2327003257","doi":"10.1190/segam2013-0447.1","title":"Simultaneous source separation using a robust Radon transform","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Radon transform; Radon; Noise (video); Inversion (geology); Computer science; Noise reduction; Domain (mathematical analysis); Algorithm; Geology; Seismology; Artificial intelligence; Physics; Image (mathematics); Mathematics","score_opus":0.01787998817436474,"score_gpt":0.2263807814239748,"score_spread":0.20850079324961007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327003257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.756303,0.00011653082,0.18737029,0.0012917824,0.00017635187,0.0003620556,0.000005023655,0.00050198985,0.05387299],"genre_scores_gemma":[0.9845559,0.000012044406,0.01086334,0.0017787687,0.000041819145,4.2846528e-7,0.000021372722,0.000002334748,0.0027239644],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994525,0.00001926526,0.0001114827,0.00012853445,0.0001193031,0.00016894004],"domain_scores_gemma":[0.99974066,0.000059792637,0.000023287505,0.00008518987,0.000029234538,0.00006183245],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007736658,0.000076697994,0.0000732643,0.00005236415,0.000117074334,0.0000712762,0.00008445835,0.000042220585,0.0064921174],"category_scores_gemma":[0.000012229421,0.00005846974,0.000032292377,0.00009452098,0.000034096352,0.00031118086,0.000001973678,0.0000660457,0.0005620665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000142256795,0.000016021355,0.008021731,0.000014331588,0.000010551547,0.0000050185927,0.00047555356,0.114020005,0.00080698985,0.000014255792,0.024214992,0.8523863],"study_design_scores_gemma":[0.00007459526,0.000039998526,0.00024037076,0.000005803189,0.0000043200157,0.00001904663,0.0001948149,0.975307,0.0030295823,0.0002650306,0.020718433,0.00010101228],"about_ca_topic_score_codex":0.02402035,"about_ca_topic_score_gemma":0.00006336537,"teacher_disagreement_score":0.861287,"about_ca_system_score_codex":0.000004058884,"about_ca_system_score_gemma":0.000015153574,"threshold_uncertainty_score":0.99441606},"labels":[],"label_agreement":null},{"id":"W2327092973","doi":"10.1190/1.3255395","title":"Seismic physical modeling at the University of Calgary","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Seismogram; Computer science; Transducer; Software; Seismology; Geology; Engineering; Electrical engineering; Operating system","score_opus":0.01244125794944648,"score_gpt":0.1919518495007126,"score_spread":0.1795105915512661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327092973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9262469,0.00007298733,0.013572478,0.0016336957,0.000027224965,0.000042157844,0.0000029666676,0.00007188481,0.058329724],"genre_scores_gemma":[0.99641716,0.000023239607,0.0005124245,0.0012583878,0.0000123446835,3.2265657e-9,0.0000076039987,4.0548693e-7,0.0017684397],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999701,0.000019687386,0.000036148893,0.000077192024,0.00008455495,0.00008141452],"domain_scores_gemma":[0.99982816,0.000022049922,0.000014663004,0.000098461205,0.000011923126,0.000024734985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006683092,0.00003778842,0.000054352116,0.000015035263,0.000113987946,0.0000034917766,0.00012255278,0.000014810188,0.00070965657],"category_scores_gemma":[0.0000026886148,0.00002419127,0.000037911268,0.00005809894,0.000049816208,0.000060248232,0.000006445869,0.000050433642,0.00010801916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001138672,0.00005170869,0.015911978,0.000008787192,0.00001704363,0.000010418629,0.0015163195,0.077964455,0.0004642469,0.0004484687,0.104741536,0.7987512],"study_design_scores_gemma":[0.00004741671,0.000036589412,0.0023797806,0.000003048559,0.000004346937,0.0000025992363,0.00013290357,0.989889,0.0008133049,0.0012817705,0.005371306,0.00003792401],"about_ca_topic_score_codex":0.0053142444,"about_ca_topic_score_gemma":0.000026714682,"teacher_disagreement_score":0.91192454,"about_ca_system_score_codex":0.0000024721126,"about_ca_system_score_gemma":0.000010537421,"threshold_uncertainty_score":0.8033583},"labels":[],"label_agreement":null},{"id":"W2327154116","doi":"10.1190/segam2015-5910437.1","title":"Prestack and poststack wave-equation based demultiple: a case study of its impact on subsalt interpretation","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Prestack; Interpretation (philosophy); Geology; Wave equation; Seismology; Computer science; Physics; Programming language","score_opus":0.0560485965794811,"score_gpt":0.29692667516133636,"score_spread":0.24087807858185525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327154116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968392,0.000036133417,0.0009203445,0.00010212859,0.000051025403,0.00030958693,0.000015969583,0.000067757996,0.0016578014],"genre_scores_gemma":[0.99905074,0.0000031787372,0.0005392295,0.0003102059,0.0000097844295,9.3589443e-7,0.000029175717,0.000002506535,0.00005422722],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999267,0.00011502982,0.00016531315,0.00015733122,0.0001905745,0.00010474726],"domain_scores_gemma":[0.9994575,0.00014941301,0.000074741176,0.00011824178,0.00009622218,0.00010391869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003238408,0.00009372647,0.000111037516,0.00011660292,0.000040499977,0.000030199022,0.000046435136,0.00003128092,0.00014584704],"category_scores_gemma":[0.00010485526,0.00006443842,0.000020657375,0.0001420413,0.000024112534,0.000225479,0.0000047555914,0.00006254135,0.000017978797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012366128,0.0004524243,0.7631161,0.00005777703,0.000055837318,0.00041713245,0.013779939,0.013944682,0.00010826467,0.000014650319,0.0095224725,0.19729407],"study_design_scores_gemma":[0.00068209105,0.0020630006,0.033104293,0.000017593775,0.000013379308,0.00007522932,0.0043487973,0.9584752,0.0010437322,0.000042091702,0.00004346873,0.000091163034],"about_ca_topic_score_codex":0.026147392,"about_ca_topic_score_gemma":0.0005192749,"teacher_disagreement_score":0.9445305,"about_ca_system_score_codex":0.0000069100156,"about_ca_system_score_gemma":0.000044164975,"threshold_uncertainty_score":0.98033756},"labels":[],"label_agreement":null},{"id":"W2327178008","doi":"10.1190/segam2015-5851566.1","title":"Estimation of density from seismic data without long offsets – a novel approach.","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Estimation; Data modeling; Geology; Seismology; Engineering; Database","score_opus":0.07525829521267322,"score_gpt":0.25918865907245087,"score_spread":0.18393036385977765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327178008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5103061,0.000077174554,0.47959754,0.00021437506,0.00012311878,0.00010106942,0.00017239433,0.00013489957,0.009273297],"genre_scores_gemma":[0.89156616,0.000003380924,0.10625743,0.0006131571,0.000025197454,1.3602997e-7,0.0013777808,0.0000017907798,0.0001549444],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992618,0.000027824544,0.00014847361,0.00022833783,0.00022553523,0.000108032975],"domain_scores_gemma":[0.99932647,0.000036121877,0.000074030184,0.0004390729,0.000038197006,0.00008609347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003489213,0.00007742587,0.00013102182,0.00005010225,0.000034113356,0.000023384837,0.00033845857,0.000043598116,0.00011891803],"category_scores_gemma":[0.00007047453,0.000060245096,0.000015815474,0.00009439798,0.00006786044,0.0003901292,0.000041383537,0.00006926039,0.000071202536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008423823,0.00009647053,0.50925434,0.000024774608,0.00003841782,0.0000029633622,0.00053566037,0.008458708,0.00006340495,0.000035566987,0.10005094,0.3813545],"study_design_scores_gemma":[0.00020731719,0.000022764112,0.02183781,0.000010506753,0.000013550516,0.000008304706,0.00014498258,0.97451264,0.0016219416,0.0005142205,0.0010221351,0.00008381035],"about_ca_topic_score_codex":0.051578436,"about_ca_topic_score_gemma":0.000116764466,"teacher_disagreement_score":0.96605396,"about_ca_system_score_codex":0.0000030420379,"about_ca_system_score_gemma":0.00006348104,"threshold_uncertainty_score":0.9547372},"labels":[],"label_agreement":null},{"id":"W2327319456","doi":"10.1190/segam2014-0402.1","title":"Iterative modeling migration and inversion (IMMI): Combining full waveform inversion with standard inversion methodology","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Computer science; Algorithm; Waveform; Geology; Geophysics; Seismology; Telecommunications","score_opus":0.03429892122028318,"score_gpt":0.24153543769803495,"score_spread":0.20723651647775176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327319456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8380123,0.000054984794,0.15360142,0.0014730273,0.00016064021,0.00017583641,0.000006902943,0.00020403489,0.006310896],"genre_scores_gemma":[0.9400435,0.00012992158,0.056368116,0.00307647,0.000041119263,8.698643e-7,0.00014100592,0.0000066852645,0.00019230723],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998416,0.00029385564,0.00023995493,0.00042218997,0.0003243901,0.00030361343],"domain_scores_gemma":[0.99917275,0.00024251702,0.00011170467,0.00019108992,0.00011602199,0.00016593355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009111525,0.00022181204,0.0002815398,0.0002531192,0.00040660013,0.000088959445,0.00014376613,0.0001330208,0.0003844603],"category_scores_gemma":[0.000083838575,0.00015760504,0.000042217664,0.00021776039,0.00014381864,0.0007208351,0.000039442075,0.00023698213,0.00005420557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00414613,0.00006452518,0.20531048,0.00025621807,0.00014090003,0.000027463286,0.01522693,0.016395612,0.0053038355,0.002268305,0.030666282,0.7201933],"study_design_scores_gemma":[0.0007443809,0.0011338326,0.00022848941,0.000082706545,0.000025462383,0.000016930178,0.0024149583,0.97945917,0.006869673,0.0023278745,0.006431574,0.00026493732],"about_ca_topic_score_codex":0.006632797,"about_ca_topic_score_gemma":0.0005718425,"teacher_disagreement_score":0.9630636,"about_ca_system_score_codex":0.000026643085,"about_ca_system_score_gemma":0.000037721056,"threshold_uncertainty_score":0.9999821},"labels":[],"label_agreement":null},{"id":"W2327323799","doi":"10.1190/1.3513137","title":"Local similarity with the envelope as a seismic phase detector","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Envelope (radar); Detector; Similarity (geometry); Phase (matter); Computer science; Geology; Seismology; Physics; Artificial intelligence; Telecommunications; Quantum mechanics","score_opus":0.009145737299020193,"score_gpt":0.22277327239794298,"score_spread":0.2136275350989228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327323799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9139459,0.000030823012,0.024095554,0.008350932,0.0002020791,0.00017730864,0.000016654396,0.0003169529,0.052863766],"genre_scores_gemma":[0.98359776,0.0000049310615,0.0018956648,0.013230037,0.000044695433,9.687407e-7,0.000012218549,0.0000025974264,0.0012111218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934196,0.000029540748,0.000076392964,0.00017171331,0.00017888991,0.00020149474],"domain_scores_gemma":[0.9995431,0.00008545109,0.000028563563,0.00022301657,0.00002990833,0.0000900162],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023601418,0.00010031078,0.0000795753,0.00003449991,0.00020501757,0.000059456386,0.00025414588,0.00004969493,0.006524471],"category_scores_gemma":[0.000019302102,0.000049217488,0.000028221191,0.00012989745,0.00026828476,0.00013274203,0.000009075993,0.00031872132,0.00050200935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001540741,0.000047355,0.011574924,0.000007152334,0.000021702514,0.000037411144,0.00029685957,0.000096191834,0.00059321016,0.00013215166,0.10837325,0.87866575],"study_design_scores_gemma":[0.0006491218,0.0004346276,0.0046000737,0.0000059870417,0.000017213939,0.00014707317,0.00047691196,0.13929261,0.042740714,0.0008797326,0.810488,0.000267962],"about_ca_topic_score_codex":0.009052276,"about_ca_topic_score_gemma":0.0009614468,"teacher_disagreement_score":0.87839776,"about_ca_system_score_codex":0.0000014095473,"about_ca_system_score_gemma":0.000067966175,"threshold_uncertainty_score":0.99754655},"labels":[],"label_agreement":null},{"id":"W2327544630","doi":"10.1190/1.3255555","title":"Adaptive linear prediction filtering for random noise attenuation","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Underdetermined system; Algorithm; Smoothing; Adaptive filter; Computer science; Noise (video); Filter (signal processing); Linear prediction; Inversion (geology); Quadratic equation; Mathematics; Artificial intelligence","score_opus":0.02215461973954285,"score_gpt":0.22837124453126706,"score_spread":0.2062166247917242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327544630","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075191155,0.00012067594,0.8855311,0.002819179,0.0004913591,0.0006662505,0.00011653293,0.00069171446,0.03437203],"genre_scores_gemma":[0.97297263,0.000018415954,0.023935426,0.0020464435,0.00014273812,0.0000013358833,0.00011762773,0.0000011778907,0.0007641797],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958736,0.000013621924,0.00009684718,0.00011540115,0.000079933765,0.00010683239],"domain_scores_gemma":[0.9997927,0.00004948146,0.00002748799,0.00006353759,0.00003324795,0.000033574674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016611241,0.000054102344,0.0000643087,0.000046663023,0.00009088427,0.000016686858,0.0000529989,0.000028959017,0.0003238946],"category_scores_gemma":[0.000026797443,0.00004284675,0.000036397054,0.000054219818,0.0000128026095,0.00019078939,0.0000011891027,0.000037109945,0.00004310138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005125719,0.000020014171,0.0077584027,0.0000072282196,0.0000112101625,0.0000011726213,0.00022246096,0.0030446488,0.00092523615,0.00011371052,0.07646485,0.9109185],"study_design_scores_gemma":[0.0007021967,0.00036924775,0.016324032,0.000014372093,0.000009026174,0.0000033999754,0.00007914821,0.95541817,0.0075200764,0.0017149121,0.017756673,0.00008872397],"about_ca_topic_score_codex":0.00031387646,"about_ca_topic_score_gemma":0.000004684368,"teacher_disagreement_score":0.95237356,"about_ca_system_score_codex":0.0000026085988,"about_ca_system_score_gemma":0.000008934542,"threshold_uncertainty_score":0.35464185},"labels":[],"label_agreement":null},{"id":"W2327649933","doi":"10.1190/segam2013-1161.1","title":"Relative location of microseismic events using P- and S-waves with surface array","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"Grantová Agentura České Republiky","keywords":"Microseism; Geology; Seismology; Computer science; Stacking; Physics","score_opus":0.01355628126651282,"score_gpt":0.20696374241012105,"score_spread":0.19340746114360824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327649933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880935,0.00018080782,0.008902423,0.00022318226,0.000022148663,0.00010580865,0.0000023381579,0.000028631719,0.0024411846],"genre_scores_gemma":[0.9706571,0.000018627437,0.02850499,0.00027914013,0.000004370315,9.923068e-8,0.0000062757094,0.0000014802921,0.00052789506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99962234,0.000025297217,0.00008598383,0.00010344172,0.00007681234,0.00008610634],"domain_scores_gemma":[0.9997403,0.000036576184,0.000054011176,0.000068000554,0.00006944086,0.000031665702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077018034,0.00005704461,0.000073452036,0.000030291636,0.000049392664,0.0000119774695,0.00004213407,0.000023364484,0.000308535],"category_scores_gemma":[0.00000792155,0.000038563274,0.000007169958,0.000121906676,0.000081613856,0.00033517423,0.0000028293275,0.000041925556,0.00002639113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022458531,0.000016530612,0.9636464,0.000050188395,0.000028348071,5.2576706e-7,0.0007593965,0.0014775582,0.017669892,0.00005429166,0.0018364998,0.014437915],"study_design_scores_gemma":[0.000520446,0.00035026926,0.70018965,0.000248226,0.00003249887,0.00004533939,0.0017762426,0.14292714,0.1472509,0.005114772,0.0011536388,0.00039085513],"about_ca_topic_score_codex":0.01803029,"about_ca_topic_score_gemma":0.000021131693,"teacher_disagreement_score":0.26345673,"about_ca_system_score_codex":0.0000019453971,"about_ca_system_score_gemma":0.000021452732,"threshold_uncertainty_score":0.98850876},"labels":[],"label_agreement":null},{"id":"W2327727169","doi":"10.1190/segam2012-1125.1","title":"Using poro-viscoelastic forward modeling to reduce exploration risks in frontier basins","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Geological Survey of Canada","funders":"","keywords":"Frontier; Geology; Seismology; Inversion (geology); Computer science; Geophysics; Archaeology; Geography","score_opus":0.13402642149397814,"score_gpt":0.3128516492570635,"score_spread":0.17882522776308535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327727169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5835974,0.00010622861,0.40961313,0.0003564918,0.00041008127,0.00011354353,0.0000061820656,0.00007947816,0.0057174633],"genre_scores_gemma":[0.95190537,0.000013515936,0.046749953,0.0010613771,0.000105614046,8.9423156e-7,0.000017413604,0.0000034621385,0.00014238487],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920136,0.000041162984,0.00016964387,0.00014635823,0.00014516161,0.0002963166],"domain_scores_gemma":[0.99969774,0.000020531252,0.000025483747,0.000113075745,0.000021618249,0.000121535966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334252,0.000089633315,0.00010310567,0.0001782838,0.000075989075,0.000036858222,0.000090517,0.00004333861,0.00058133237],"category_scores_gemma":[0.00004315888,0.0000762544,0.000025652633,0.00018976425,0.000012590578,0.0009238328,0.000009966602,0.0000884787,0.00019380389],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088531415,0.0000626912,0.4119856,0.00001901617,0.000011871854,0.000003817028,0.0030244074,0.35474417,0.0006142134,0.000107322165,0.014878166,0.2144602],"study_design_scores_gemma":[0.000088629946,0.000026053833,0.003989603,0.000026118725,0.000006030172,0.000003727772,0.0008343928,0.9898816,0.0023082257,0.0005080943,0.0021851019,0.00014242319],"about_ca_topic_score_codex":0.013266045,"about_ca_topic_score_gemma":0.00014404136,"teacher_disagreement_score":0.63513744,"about_ca_system_score_codex":0.000012931662,"about_ca_system_score_gemma":0.000022741833,"threshold_uncertainty_score":0.9933047},"labels":[],"label_agreement":null},{"id":"W2327894311","doi":"10.1190/1.3627553","title":"Developing templates for integrating quantitative geophysics and hydraulic fracture completions data: Part I ‐ Principles and theory","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"University of Pittsburgh","keywords":"Template; Computer science; Hydraulic fracturing; Geophysics; Petroleum engineering; Geology; Programming language","score_opus":0.16441367378780777,"score_gpt":0.29292919538249473,"score_spread":0.12851552159468696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327894311","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3768141,0.0022770748,0.58356684,0.0037973875,0.0004550829,0.0010381166,0.0006561271,0.0006067248,0.030788552],"genre_scores_gemma":[0.75010955,0.00017088672,0.2450684,0.0040250444,0.000049211307,0.0000027505425,0.00039055976,0.000004532076,0.00017905598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943304,0.000038602484,0.00012387778,0.00021985608,0.000052052234,0.00013258403],"domain_scores_gemma":[0.9993253,0.0004128968,0.000054970857,0.00013218522,0.00003358428,0.0000410591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033490243,0.000093353556,0.00011119065,0.000038144448,0.00026391202,0.00004851491,0.00012941835,0.000032015174,0.00009443249],"category_scores_gemma":[0.00010280644,0.000065408654,0.000011287469,0.00005126666,0.00013779524,0.00034680596,0.00003258353,0.00007766116,0.0000060214684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020390414,0.000054492746,0.25795847,0.00027465276,0.00021997555,0.0000071978297,0.01362092,0.000022675948,0.00007908702,0.41862544,0.04331294,0.26562023],"study_design_scores_gemma":[0.00046464795,0.0003858294,0.12955429,0.00023922909,0.000071861374,0.00003743824,0.014675914,0.12281119,0.002765935,0.27726328,0.45099467,0.000735701],"about_ca_topic_score_codex":0.0021965597,"about_ca_topic_score_gemma":0.00014330182,"teacher_disagreement_score":0.40768173,"about_ca_system_score_codex":0.0000013441137,"about_ca_system_score_gemma":0.000023430433,"threshold_uncertainty_score":0.33205557},"labels":[],"label_agreement":null},{"id":"W2327915654","doi":"10.1190/segam2013-0308.1","title":"5D anti-aliasing interpolation: Application on an unconventional shale play","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Aliasing; Interpolation (computer graphics); Computer science; Oil shale; Geology; Petroleum engineering; Artificial intelligence; Computer vision; Filter (signal processing); Image (mathematics); Paleontology","score_opus":0.01792346181926053,"score_gpt":0.23202474114257426,"score_spread":0.21410127932331374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327915654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8894987,0.000022565568,0.019746568,0.0016076158,0.00025087842,0.0002505796,0.000012216258,0.0003450603,0.08826583],"genre_scores_gemma":[0.99234325,0.0000029029022,0.0038519935,0.0026527212,0.00008028808,0.0000020557688,0.00019155288,0.0000018857768,0.000873324],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994465,0.000028392522,0.00011212359,0.00016698925,0.00013581941,0.000110137444],"domain_scores_gemma":[0.9997069,0.000030485156,0.000037737856,0.00012944984,0.000033538956,0.0000618363],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011680596,0.000065770226,0.00005754281,0.000066876244,0.0001035463,0.00007059377,0.00011029203,0.000033922315,0.010674633],"category_scores_gemma":[0.000006550448,0.000052444437,0.000025194917,0.000079548976,0.00003472195,0.00042284525,0.000003933195,0.00006351589,0.0014179351],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010711137,0.000057686804,0.51883376,0.000008720383,0.000010360151,9.996996e-7,0.000193647,0.0002235155,0.0009238232,0.0017056691,0.07231984,0.40571126],"study_design_scores_gemma":[0.00015161042,0.00014533722,0.39902297,0.000019709669,0.0000039184556,0.000010546749,0.00027491373,0.567627,0.0024674195,0.0069927378,0.023089875,0.00019393978],"about_ca_topic_score_codex":0.0052498505,"about_ca_topic_score_gemma":0.000021794935,"teacher_disagreement_score":0.5674035,"about_ca_system_score_codex":0.0000032082428,"about_ca_system_score_gemma":0.00001112884,"threshold_uncertainty_score":0.99935955},"labels":[],"label_agreement":null},{"id":"W2327983010","doi":"10.1190/1.2210975","title":"Velocity-independent layer stripping of PP and PS reflection traveltimes","year":2006,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Colorado School of Mines","keywords":"Overburden; Normal moveout; Transverse isotropy; Geology; Offset (computer science); Anisotropy; Amplitude versus offset; Computation; Inversion (geology); Residual; Point reflection; Geometry; Algorithm; Amplitude; Optics; Seismology; Mathematics; Computer science; Physics; Geotechnical engineering","score_opus":0.012909192575568986,"score_gpt":0.2134613874658039,"score_spread":0.2005521948902349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327983010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846461,0.0002861589,0.0016360834,0.00011592841,0.00013132139,0.00006598338,0.000018593139,0.0000726827,0.01302715],"genre_scores_gemma":[0.9979535,0.000048477617,0.0013595921,0.00015977409,0.00008095948,2.4536317e-7,0.000028642962,0.000001858013,0.0003669852],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995055,0.00002000637,0.00010812604,0.00012057988,0.00013001113,0.00011574412],"domain_scores_gemma":[0.99979156,0.000026579697,0.000055921806,0.00007727905,0.000026637355,0.000022008457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009405552,0.000064892236,0.000091271475,0.0000334984,0.00007468799,0.000018672261,0.00005393709,0.0000346961,0.000082746476],"category_scores_gemma":[0.0000039974448,0.000058302972,0.000026450298,0.00010550988,0.00004669444,0.000117210046,0.000005782596,0.00007396995,0.000019627292],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063081156,0.00007805067,0.16286364,0.00010272126,0.000038612267,0.0000089816585,0.00044658093,0.00057749194,0.009218423,0.0015018465,0.026079554,0.799021],"study_design_scores_gemma":[0.0005666254,0.00027216968,0.7637777,0.000068889814,0.000043475986,0.000020897394,0.00038977063,0.03786942,0.11280395,0.058745712,0.025006669,0.00043472415],"about_ca_topic_score_codex":0.011207724,"about_ca_topic_score_gemma":0.000051023064,"teacher_disagreement_score":0.7985863,"about_ca_system_score_codex":0.0000025390116,"about_ca_system_score_gemma":0.000015503094,"threshold_uncertainty_score":0.9953767},"labels":[],"label_agreement":null},{"id":"W2327987405","doi":"10.1190/int-2015-0139.1","title":"Advanced methods for the evaluation of a hybrid-type unconventional play: The Bakken petroleum system","year":2016,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University; Hess Corporation","keywords":"Petrophysics; Geology; Well logging; Formation evaluation; Borehole; Petrology; Petroleum engineering; Reservoir modeling; Wireline; Unconventional oil; Geomechanics; Oil field; Tight oil; Oil shale; Logging; Petroleum reservoir; Hydraulic fracturing; Seismic inversion; Porosity; Geotechnical engineering; Paleontology","score_opus":0.03158159109341704,"score_gpt":0.33377483084038106,"score_spread":0.30219323974696405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327987405","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07608911,0.0009014271,0.91686684,0.002072955,0.0012229822,0.0005813082,0.000048510254,0.00006975377,0.0021471367],"genre_scores_gemma":[0.99444306,0.000011810518,0.005142365,0.0002081812,0.000035521974,0.000015186722,0.000022616547,0.0000022135177,0.00011904899],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991297,0.00027698427,0.00017698914,0.00011166384,0.0002212441,0.00008340446],"domain_scores_gemma":[0.99839836,0.0010648152,0.0001386931,0.00014365221,0.00024045905,0.000013992884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021890553,0.000057642814,0.00007319357,0.00003960938,0.00009760328,0.000016694426,0.00016564225,0.000014689214,0.00021454852],"category_scores_gemma":[0.00034707182,0.000025093805,0.00006383222,0.000060059996,0.000064263,0.00015067284,0.0000052198816,0.00003279412,0.000020138443],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110967434,0.000002684849,0.00071532285,0.000012040011,0.000028042305,4.7575192e-8,0.00015080113,0.0014730206,0.0006872814,0.00028402382,0.0014328471,0.99510294],"study_design_scores_gemma":[0.0003032371,0.00010314142,0.0034384835,0.00010222997,0.000073779374,0.0000071046193,0.0003696745,0.9724432,0.01295427,0.0041426127,0.0060103033,0.00005192302],"about_ca_topic_score_codex":0.0001462996,"about_ca_topic_score_gemma":0.000009234771,"teacher_disagreement_score":0.995051,"about_ca_system_score_codex":0.00001712925,"about_ca_system_score_gemma":0.000055031687,"threshold_uncertainty_score":0.23491558},"labels":[],"label_agreement":null},{"id":"W2327992246","doi":"10.1190/segam2012-1549.1","title":"Rapid estimates of converted wave velocities using prestack migration","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Prestack; Offset (computer science); Geology; Wave equation; Geodesy; Point (geometry); Seismology; Algorithm; Acoustics; Computer science; Geometry; Mathematical analysis; Mathematics; Physics","score_opus":0.04813420396562107,"score_gpt":0.2354351035458851,"score_spread":0.18730089958026402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327992246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796436,0.00088738016,0.0056319935,0.00015474138,0.00025214098,0.000092849674,0.00001663321,0.00013528697,0.01318537],"genre_scores_gemma":[0.9797105,0.000050756116,0.019661073,0.00035816236,0.000031358137,1.481764e-7,0.000038647002,0.0000015225844,0.00014784023],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995467,0.000022194172,0.000118148084,0.00006193253,0.00010276109,0.00014824924],"domain_scores_gemma":[0.99973315,0.00006613031,0.00004885535,0.000076703545,0.000031064614,0.000044124477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014248626,0.00006105843,0.000086472966,0.00005499408,0.00004946849,0.00001247233,0.000047780028,0.00003114166,0.0025317804],"category_scores_gemma":[0.000025463869,0.00004677728,0.000025088586,0.00007030707,0.000077733435,0.000332525,0.000004343314,0.000034596458,0.000028092605],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003640387,0.000035841626,0.7798896,0.000075846976,0.000036066525,0.0000010774062,0.002034602,0.00011146991,0.00236329,0.0002752971,0.033823382,0.18131715],"study_design_scores_gemma":[0.0001357711,0.000069217036,0.06387809,0.000030253223,0.00002286525,0.000016028607,0.00085626537,0.7378402,0.18565448,0.0006418297,0.010687394,0.00016762975],"about_ca_topic_score_codex":0.0070581273,"about_ca_topic_score_gemma":0.000014377075,"teacher_disagreement_score":0.7377287,"about_ca_system_score_codex":0.0000020572477,"about_ca_system_score_gemma":0.000015663725,"threshold_uncertainty_score":0.999554},"labels":[],"label_agreement":null},{"id":"W2328012913","doi":"10.1190/segj102011-001.127","title":"Spectral decomposition for mapping old oil sand channel, Alberta, Canada","year":2011,"lang":"en","type":"article","venue":"Proceedings of the 10th SEGJ International Symposium, Kyoto, Japan, 20-22 November 2011","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Decomposition; Oil sands; Channel (broadcasting); Geology; Spectral analysis; Remote sensing; Environmental science; Computer science; Geography; Telecommunications; Archaeology; Spectroscopy; Chemistry; Physics","score_opus":0.013868921272070308,"score_gpt":0.20475518331981238,"score_spread":0.19088626204774206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328012913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64878,0.00012405236,0.00011186311,0.0046747793,0.0029682384,0.0005562993,0.00032201,0.0001176358,0.34234512],"genre_scores_gemma":[0.98523235,0.000040609553,0.001558039,0.0023480456,0.00032812668,0.000018027748,0.000055827513,0.000017727485,0.010401241],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99818003,0.000009038407,0.00043483684,0.0003909558,0.00058772083,0.00039739907],"domain_scores_gemma":[0.9988262,0.00007025494,0.00038589994,0.00013768183,0.00045891682,0.000121017394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034536532,0.00025737457,0.00024352886,0.00011352543,0.00020569151,0.00006622935,0.0009070421,0.00009912047,0.0014910031],"category_scores_gemma":[0.000046617475,0.00020264655,0.00016135065,0.00013024389,0.000109806635,0.00048280266,0.00006893606,0.00018713006,0.000038590377],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065940514,0.00026824538,0.3348768,0.00037607262,0.0005398998,0.000002184371,0.0031601887,0.00006738588,0.015916752,0.002854374,0.6327808,0.008497901],"study_design_scores_gemma":[0.00311164,0.0005854703,0.120433,0.0011642467,0.0002826277,0.00027064473,0.001552323,0.08812831,0.53528523,0.009014673,0.2380287,0.0021431125],"about_ca_topic_score_codex":0.5702788,"about_ca_topic_score_gemma":0.036268923,"teacher_disagreement_score":0.5340099,"about_ca_system_score_codex":0.000080693106,"about_ca_system_score_gemma":0.000107657965,"threshold_uncertainty_score":0.9994218},"labels":[],"label_agreement":null},{"id":"W2328290667","doi":"10.1190/ice2015-2211342","title":"Discriminating Stratigraphic and Acquisition Discontinuities From Natural Fractures Using Multi-Attributes Neural Networks","year":2015,"lang":"en","type":"article","venue":"International Conference and Exhibition, Melbourne, Australia 13-16 September 2015","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Curvature; Classification of discontinuities; Geology; Artificial neural network; Discontinuity (linguistics); Block (permutation group theory); Feature (linguistics); Artificial intelligence; Computer science; Pattern recognition (psychology); Data mining; Geometry; Mathematics","score_opus":0.07889937568735629,"score_gpt":0.31583850534155566,"score_spread":0.2369391296541994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328290667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910213,0.0007757092,0.0052814623,0.00088563986,0.00087510684,0.00013487715,0.0002691257,0.00008545743,0.00067137345],"genre_scores_gemma":[0.9958349,0.000056643894,0.0014847594,0.000509539,0.00037896493,0.0000022887948,0.00093165634,0.000006818614,0.00079445617],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985248,0.00010866939,0.00033832117,0.00037835073,0.0003571097,0.0002927397],"domain_scores_gemma":[0.9991031,0.00008371498,0.00019289325,0.00011808067,0.00029686643,0.00020530325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027977553,0.00025590337,0.00022941425,0.00014124147,0.00019031261,0.0006327624,0.00017857041,0.0001248414,0.0009345889],"category_scores_gemma":[0.000042943837,0.00021504296,0.00005785657,0.00008034316,0.00026780035,0.0016135304,0.000033736334,0.0003008844,0.000010274218],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001886057,0.00007844026,0.9245097,0.000028320868,0.00020501386,0.000052513118,0.002612507,0.001652919,0.00060460035,0.0010389301,0.044061143,0.02496728],"study_design_scores_gemma":[0.0013710513,0.00012904931,0.39213216,0.0003598411,0.000098547345,0.00012658216,0.0056747324,0.58809984,0.0015262815,0.008133811,0.0015782936,0.0007697877],"about_ca_topic_score_codex":0.0153821865,"about_ca_topic_score_gemma":0.0022864053,"teacher_disagreement_score":0.58644694,"about_ca_system_score_codex":0.000019336643,"about_ca_system_score_gemma":0.000039995204,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W2328327771","doi":"10.3997/1365-2397.2014013","title":"Reservoir characterization of the Montney Shale – integrating seismic inversion with microseismic","year":2014,"lang":"en","type":"article","venue":"First Break","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Microseism; Oil shale; Hydraulic fracturing; Petrology; Lithology; Unconventional oil; Seismic inversion; Reservoir modeling; Inversion (geology); Well logging; Petroleum engineering; Seismology; Tectonics; Paleontology","score_opus":0.006882737374619339,"score_gpt":0.17367904954798813,"score_spread":0.1667963121733688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328327771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914314,0.000015637701,0.0015103888,0.002066531,0.00015432265,0.000133933,0.00004183216,0.00007507859,0.0045708744],"genre_scores_gemma":[0.9967782,0.000013468339,0.0004794421,0.0017955337,0.00004921672,9.5146146e-7,0.000103803875,0.0000050663607,0.00077431416],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922276,0.00007214064,0.00016540317,0.00018311029,0.0001900795,0.00016652385],"domain_scores_gemma":[0.9994164,0.00005751806,0.00015103463,0.00027653808,0.000054430802,0.000044054384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021116789,0.000111248424,0.00012799782,0.00006166262,0.00022337557,0.000031578,0.0003080649,0.000054251897,0.00017225384],"category_scores_gemma":[0.00004072742,0.00006651873,0.000045877074,0.00023670151,0.000117236574,0.00020237397,0.00002503091,0.00013612208,0.000039972052],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014916091,0.000046709054,0.88368255,0.00017090031,0.000028489174,0.0000024135522,0.0019353301,0.0011407465,0.012907522,0.00008123655,0.019088924,0.08076604],"study_design_scores_gemma":[0.0004539691,0.00023560072,0.29727003,0.00043334032,0.000024134906,0.000031577547,0.00022046285,0.46809283,0.05685372,0.00035440657,0.17574628,0.00028364532],"about_ca_topic_score_codex":0.0072684092,"about_ca_topic_score_gemma":0.00018974903,"teacher_disagreement_score":0.5864125,"about_ca_system_score_codex":0.0000070484634,"about_ca_system_score_gemma":0.00002762991,"threshold_uncertainty_score":0.99934226},"labels":[],"label_agreement":null},{"id":"W2328471596","doi":"10.1190/segam2012-0754.1","title":"Velocity evaluation using least squares prestack migration","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Prestack; Least-squares function approximation; Computer science; Geology; Geodesy; Seismology; Statistics; Mathematics","score_opus":0.06269048222176088,"score_gpt":0.28289900901024273,"score_spread":0.22020852678848185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328471596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763635,0.00032685467,0.0049145464,0.00026283486,0.0002749178,0.0001307633,0.000005334262,0.00011512411,0.017606126],"genre_scores_gemma":[0.9931523,0.000009367583,0.005928167,0.0005785453,0.000114440525,4.312511e-7,0.000053752305,0.0000012897013,0.00016170288],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993594,0.000075301,0.00008886776,0.000084461404,0.00023158255,0.00016034332],"domain_scores_gemma":[0.9997485,0.00002550615,0.000034701323,0.00008620269,0.0000475179,0.000057549023],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054110924,0.000056490728,0.00004851686,0.000047592464,0.00010681895,0.000030955853,0.00005580214,0.000031972017,0.003473545],"category_scores_gemma":[0.00004031009,0.000044821147,0.000021507067,0.00008661504,0.000027003323,0.00053737295,0.0000035783244,0.000045065914,0.00016730082],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000087838,0.000015849471,0.735555,0.0000066249067,0.000004932499,1.2259841e-7,0.0003973567,0.00082307466,0.00019091959,0.00004688837,0.020224554,0.24272592],"study_design_scores_gemma":[0.00007517261,0.000020047959,0.19517559,0.0000072683183,0.000014985083,0.0000053043714,0.00024391258,0.785723,0.0046709655,0.00028875098,0.013676524,0.000098507706],"about_ca_topic_score_codex":0.009047822,"about_ca_topic_score_gemma":0.000108228065,"teacher_disagreement_score":0.7848999,"about_ca_system_score_codex":0.0000073705833,"about_ca_system_score_gemma":0.000026235077,"threshold_uncertainty_score":0.997551},"labels":[],"label_agreement":null},{"id":"W2328600992","doi":"10.1071/aseg2006ab007","title":"Computation of gridded traveltimes using a circular wavefront assumption","year":2006,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada); University of Calgary","funders":"","keywords":"Wavefront; Curvature; Eikonal equation; Computation; Quartic function; Geodesy; Mathematics; Geometry; Mathematical analysis; Algorithm; Geology; Physics; Optics","score_opus":0.017792276769524815,"score_gpt":0.23438753120567915,"score_spread":0.21659525443615435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328600992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98578244,0.00033980576,0.0068845362,0.00008523099,0.00018518028,0.00013647162,0.000026531934,0.000117083786,0.0064427126],"genre_scores_gemma":[0.99014586,0.000007246849,0.009414924,0.00013305187,0.00006921304,2.8639118e-7,0.00015380999,0.0000039321335,0.00007168095],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99907094,0.000041202147,0.0002958672,0.00018366287,0.00022114966,0.00018717378],"domain_scores_gemma":[0.9995829,0.00004590189,0.0001785579,0.00010765532,0.000038625818,0.000046380097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001912093,0.000108453954,0.0001454169,0.00011506376,0.00008003047,0.000027070613,0.00008482979,0.000063680076,0.0002165629],"category_scores_gemma":[0.000014435737,0.00010033786,0.00006629957,0.00009279742,0.00007237548,0.00016507592,0.0000037885181,0.000089169065,0.000037823305],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006255387,0.00017047756,0.0066837254,0.00010911314,0.000038475115,0.000062806874,0.00018719742,0.087844595,0.006934487,0.00010265174,0.005373193,0.8924307],"study_design_scores_gemma":[0.00024234904,0.000045399654,0.7367672,0.000046418172,0.000022781674,0.000022965636,0.000074638396,0.22676602,0.030626507,0.0045934403,0.0006435779,0.00014875077],"about_ca_topic_score_codex":0.009353859,"about_ca_topic_score_gemma":0.000024691984,"teacher_disagreement_score":0.89228195,"about_ca_system_score_codex":0.000006661103,"about_ca_system_score_gemma":0.00003878595,"threshold_uncertainty_score":0.9972429},"labels":[],"label_agreement":null},{"id":"W2328652236","doi":"10.3997/2214-4609-pdb.177.78","title":"A 3D Seismic Survey For Shallow Aquifer Mapping","year":2008,"lang":"en","type":"article","venue":"21st EEGS Symposium on the Application of Geophysics to Engineering and Environmental Problems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geophone; Geology; Seismic survey; Aquifer; Seismology; Reflection (computer programming); Survey research; Geological survey; Amplitude; Geomorphology; Groundwater; Geotechnical engineering; Optics; Geophysics; Physics","score_opus":0.01240142129334463,"score_gpt":0.17253657577893625,"score_spread":0.16013515448559162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328652236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9449633,0.000074131625,0.05261773,0.0007300382,0.00006595693,0.0007604946,0.00019283209,0.00008632899,0.0005092252],"genre_scores_gemma":[0.99772996,0.00012265815,0.0012385834,0.0005443951,0.000034265824,0.000039981584,0.0001558591,0.000009528007,0.00012476559],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992762,0.000016149519,0.00016665965,0.0002267053,0.00014093853,0.00017335289],"domain_scores_gemma":[0.9995135,0.00013950442,0.00005991254,0.00021561541,0.0000067585534,0.00006470775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022008525,0.0001347414,0.00013309316,0.000050282775,0.00014310307,0.000012374713,0.0001638088,0.000036821875,0.0000115732455],"category_scores_gemma":[0.000005576781,0.00010828797,0.000039495757,0.000097417455,0.00006133133,0.00006205743,0.000018258543,0.000080210506,0.000045369565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014452955,0.00029415212,0.0639112,0.00030265845,0.00015220056,9.2895834e-7,0.0033753805,0.65246516,0.19598903,0.0009468822,0.0038599786,0.07855788],"study_design_scores_gemma":[0.0002948585,0.0002979328,0.094155535,0.000048758022,0.000012712902,0.000010009762,0.00009819557,0.8647194,0.008703409,0.00037856624,0.030898985,0.00038162366],"about_ca_topic_score_codex":0.0008481148,"about_ca_topic_score_gemma":0.000001708632,"teacher_disagreement_score":0.21225423,"about_ca_system_score_codex":0.000009230532,"about_ca_system_score_gemma":0.0000050677204,"threshold_uncertainty_score":0.4415855},"labels":[],"label_agreement":null},{"id":"W2328740995","doi":"10.1190/segam2015-5869427.1","title":"Application of Robust Principal Component Analysis (RPCA) to suppress erratic noise in seismic records","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Robust principal component analysis; Computer science; Principal component analysis; Noise (video); Thresholding; Synthetic data; Noise measurement; Constraint (computer-aided design); Algorithm; Seismic migration; Matrix norm; Norm (philosophy); Mathematical optimization; Mathematics; Noise reduction; Artificial intelligence; Geology; Eigenvalues and eigenvectors; Seismology; Physics","score_opus":0.02885907305697027,"score_gpt":0.24351419398995788,"score_spread":0.2146551209329876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328740995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9191656,0.000035709727,0.068646,0.0008873817,0.000085091546,0.00023725517,0.000020788519,0.00007689705,0.010845275],"genre_scores_gemma":[0.9898243,0.0000045141933,0.008960361,0.00073966174,0.0000145632375,0.0000031015597,0.000095108604,0.0000017500414,0.00035664477],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991296,0.000059181286,0.00024594722,0.00020145968,0.00021265978,0.00015114306],"domain_scores_gemma":[0.99948084,0.000037239646,0.00006175897,0.0002358405,0.00005435749,0.00012993417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040055194,0.00008175938,0.00019597185,0.00033745568,0.000020853397,0.000015427824,0.00020200618,0.000037699236,0.00027163964],"category_scores_gemma":[0.000025766034,0.00006818418,0.000046520363,0.0007051039,0.000030603587,0.000103536804,0.000015784215,0.000066631655,0.00008450776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050847564,0.000046833997,0.7348495,0.00001610396,0.000033006494,0.0000017982675,0.00048986607,0.23193197,0.00009929157,0.000020589709,0.010137764,0.02232243],"study_design_scores_gemma":[0.0001300858,0.00006276662,0.1366569,0.000005673664,0.000037204645,0.000001111834,0.00029031112,0.8567412,0.0012548092,0.00013082047,0.0045924755,0.00009668182],"about_ca_topic_score_codex":0.043027155,"about_ca_topic_score_gemma":0.001508549,"teacher_disagreement_score":0.6248092,"about_ca_system_score_codex":0.000010987917,"about_ca_system_score_gemma":0.000030475485,"threshold_uncertainty_score":0.9633454},"labels":[],"label_agreement":null},{"id":"W2328837091","doi":"10.3997/2214-4609-pdb.179.01330-1338","title":"Burried-Channel Imaging Using P- And Sh-Wave Shallow Seismic Reflection Techniques, Examples From Manitoba, Canada","year":2007,"lang":"en","type":"article","venue":"20th EEGS Symposium on the Application of Geophysics to Engineering and Environmental Problems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Sediment; Reflection (computer programming); Channel (broadcasting); Sedimentary rock; Glacial period; Geomorphology; Seismology; Geochemistry; Telecommunications","score_opus":0.010377563238744711,"score_gpt":0.1729137404374517,"score_spread":0.162536177198707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328837091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578363,0.00016212383,0.04063014,0.0004094426,0.00007080535,0.00040607178,0.00008268026,0.00007892456,0.00032356955],"genre_scores_gemma":[0.99776715,0.00007649352,0.0015006434,0.00048721072,0.000059699763,0.0000075049393,0.00007530899,0.000010911668,0.000015062058],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991534,0.000013240937,0.00018911141,0.00026525636,0.00018471236,0.00019430132],"domain_scores_gemma":[0.99954283,0.00009452502,0.00008266167,0.00019027478,0.0000058143514,0.00008389063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000215081,0.00016296408,0.00013088294,0.000057233505,0.00013851955,0.000026391617,0.00009786934,0.0000359829,0.000006330125],"category_scores_gemma":[0.0000028741974,0.00013820497,0.000019610281,0.00008638852,0.000050064613,0.0000903369,0.000028328437,0.0001263528,0.0000027370047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101228085,0.00006467712,0.021703826,0.00012539016,0.00007508126,0.0000053479384,0.00082193245,0.08587467,0.683026,0.00027171872,0.0006316806,0.20729841],"study_design_scores_gemma":[0.0001948461,0.00016263247,0.024918979,0.00012162265,0.00004398589,0.000022949192,0.00047731126,0.8224415,0.13723409,0.0010985538,0.012785855,0.0004976776],"about_ca_topic_score_codex":0.3470601,"about_ca_topic_score_gemma":0.0024958537,"teacher_disagreement_score":0.73656684,"about_ca_system_score_codex":0.00004339496,"about_ca_system_score_gemma":0.000009594805,"threshold_uncertainty_score":0.65728784},"labels":[],"label_agreement":null},{"id":"W2328908000","doi":"10.3997/2214-4609.201412822","title":"LP and ML Sparse Spike Inversion for Reservoir Characterization - A Case Study from Blackfoot Area, Alberta, Canada","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Reservoir modeling; Seismic inversion; Geology; Algorithm; Computer science; Mathematics; Seismology; Petroleum engineering; Tectonics; Geometry","score_opus":0.03664140531195815,"score_gpt":0.22178834136429948,"score_spread":0.18514693605234134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328908000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99733025,0.000029638413,0.000029989627,0.00096079736,0.00017305523,0.00040206817,0.000074782314,0.000052228053,0.0009471933],"genre_scores_gemma":[0.9977174,0.0000075445714,0.00042143525,0.0011091795,0.00008894039,0.00000546627,0.0001244125,0.000005109749,0.00052055536],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991601,0.000008586816,0.00015174669,0.00028678312,0.0002003447,0.00019239835],"domain_scores_gemma":[0.9994512,0.00006514299,0.00008607926,0.000069320275,0.00013589501,0.00019236041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022050469,0.00012376336,0.0001401062,0.00006185857,0.00015241517,0.00009131879,0.000110666704,0.000043262575,0.000077957215],"category_scores_gemma":[0.00017503696,0.0001072109,0.000014819625,0.00012125643,0.000033948083,0.0003756377,0.00002200694,0.00007932566,0.0000060646203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013096882,0.000032675165,0.893703,0.000025941048,0.000018537396,0.0000764299,0.00424572,0.0000028451714,0.00015749835,0.000004681534,0.089290775,0.012310927],"study_design_scores_gemma":[0.003819813,0.0022296126,0.09306815,0.00022417057,0.00023422291,0.0006113242,0.06982221,0.3838366,0.0066294787,0.0014571613,0.43661436,0.0014528983],"about_ca_topic_score_codex":0.94456434,"about_ca_topic_score_gemma":0.37024915,"teacher_disagreement_score":0.80063486,"about_ca_system_score_codex":0.000019671666,"about_ca_system_score_gemma":0.000117018106,"threshold_uncertainty_score":0.64124215},"labels":[],"label_agreement":null},{"id":"W2329009787","doi":"10.1190/1.3627830","title":"Compensating for time stepping errors locally in the pseudo‐analytical method using normalized pseudo‐Laplacian","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Wavenumber; Compensation (psychology); Computation; Laplace operator; Stability (learning theory); Time stepping; Time domain; Algorithm; Control theory (sociology); Domain (mathematical analysis); Acceleration; Computer science; Mathematics; Mathematical analysis; Applied mathematics; Physics; Classical mechanics; Optics; Computer vision","score_opus":0.06766622579409083,"score_gpt":0.29238063716867796,"score_spread":0.22471441137458714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329009787","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39979598,0.000071739894,0.44922185,0.0014070702,0.00030174153,0.0011719342,0.000033623684,0.0003892604,0.1476068],"genre_scores_gemma":[0.5840725,0.0000024907556,0.41021365,0.0053298166,0.00004672719,0.0000019769705,0.000021247828,0.000006178029,0.00030542968],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854374,0.00024326466,0.00033791398,0.00026037762,0.00021949533,0.0003952203],"domain_scores_gemma":[0.99915844,0.00043082866,0.00008829618,0.00020622414,0.000045330613,0.00007086636],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001902575,0.00015314255,0.00023347519,0.00014827382,0.00021344134,0.000058240497,0.0003772112,0.000074322474,0.0017474391],"category_scores_gemma":[0.00009963944,0.00010119407,0.00009733721,0.00026866188,0.00008808477,0.00024172365,0.000016335254,0.00017932494,0.00008015233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001535705,0.00043501414,0.39097312,0.00035345013,0.00038074353,0.00022444341,0.029322868,0.006688781,0.0028369792,0.010792662,0.041529942,0.51492625],"study_design_scores_gemma":[0.00032624626,0.000089275694,0.0037549,0.000034542507,0.000029288478,0.000047470206,0.0013525545,0.9909721,0.0007575491,0.001145316,0.0013059388,0.00018480685],"about_ca_topic_score_codex":0.010267798,"about_ca_topic_score_gemma":0.00016765832,"teacher_disagreement_score":0.9842833,"about_ca_system_score_codex":0.0000081707985,"about_ca_system_score_gemma":0.000050794504,"threshold_uncertainty_score":0.9991651},"labels":[],"label_agreement":null},{"id":"W2329111989","doi":"10.1190/1.3513813","title":"Sigma processing of pre‐stack data for optimizing AVO analysis: A case study on the Forties field","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Stack (abstract data type); Workflow; Computer science; Data processing; Offset (computer science); Data quality; Noise (video); Database; Engineering; Artificial intelligence; Programming language","score_opus":0.05945163991856425,"score_gpt":0.3022569297254201,"score_spread":0.24280528980685587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329111989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834051,0.000038583818,0.012402425,0.0008435238,0.00007440303,0.00040457075,0.00005086212,0.00007109745,0.0027094434],"genre_scores_gemma":[0.99329156,0.000002033992,0.005583705,0.0008830037,0.00002887291,0.0000029019943,0.000029015038,0.0000018071956,0.00017710544],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932605,0.000027919812,0.00017475562,0.00020938716,0.00013353601,0.00012837953],"domain_scores_gemma":[0.9989287,0.00038355196,0.00008463043,0.0005298818,0.000043991135,0.000029230247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006372444,0.0000769879,0.00013206257,0.000092174596,0.00020019388,0.00007101765,0.00038937817,0.00003026456,0.0004394475],"category_scores_gemma":[0.00015081847,0.000043015203,0.000045236015,0.00021217507,0.00004310889,0.00021744486,0.000028353108,0.00012629243,0.0000014862578],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041863834,0.00046984444,0.42168617,0.00015864937,0.00089189183,0.00013464106,0.011522404,0.003606877,0.0002158281,0.00014347251,0.085192226,0.47555935],"study_design_scores_gemma":[0.00018966926,0.00053355226,0.0018968845,0.000015025106,0.00030902182,0.000035309007,0.023522023,0.9657818,0.004868562,0.00018773174,0.0025031064,0.0001573334],"about_ca_topic_score_codex":0.009060074,"about_ca_topic_score_gemma":0.0018989154,"teacher_disagreement_score":0.9621749,"about_ca_system_score_codex":5.399064e-7,"about_ca_system_score_gemma":0.000026941001,"threshold_uncertainty_score":0.9975387},"labels":[],"label_agreement":null},{"id":"W2329260449","doi":"10.1190/1.3513756","title":"P‐wave attenuation as an additional tool for monitoring <i>CO</i> <sub>2</sub> injection sites","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Attenuation; Environmental science; Computer science; Physics; Optics","score_opus":0.018063668292196723,"score_gpt":0.23819259072633567,"score_spread":0.22012892243413895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329260449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99312073,0.000005018635,0.0014435633,0.00022615056,0.00050941244,0.0001647689,0.00029841173,0.00025253688,0.0039793956],"genre_scores_gemma":[0.9883357,0.0000065055415,0.007915376,0.0008482199,0.00064378587,0.0000087330545,0.0020087655,0.0000041222083,0.00022874345],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993112,0.000019921865,0.00012558248,0.00020417369,0.00017367286,0.00016546671],"domain_scores_gemma":[0.9995367,0.00015330543,0.00004961791,0.00011598089,0.00008083338,0.000063581574],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002241198,0.00009029848,0.00006889091,0.00008621282,0.00023478275,0.000076446486,0.000072681614,0.000076274504,0.003133489],"category_scores_gemma":[0.000093504175,0.00008061212,0.00004398701,0.00008214853,0.000051216583,0.0005999363,0.0000032529863,0.00013214315,0.00023662417],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072838244,0.000041412823,0.07263642,0.000015735177,0.000014417681,0.0000021669507,0.00018247288,0.00007356691,0.12574439,0.00025645472,0.2299137,0.5710464],"study_design_scores_gemma":[0.00028875275,0.0004326827,0.050447877,0.000016764208,0.000013813066,0.000061273844,0.00027125535,0.04122699,0.85439366,0.0078017022,0.044702247,0.00034299665],"about_ca_topic_score_codex":0.00036877845,"about_ca_topic_score_gemma":0.0000544557,"teacher_disagreement_score":0.72864926,"about_ca_system_score_codex":0.0000037573327,"about_ca_system_score_gemma":0.00003454008,"threshold_uncertainty_score":0.99777776},"labels":[],"label_agreement":null},{"id":"W2329557332","doi":"10.1190/segam2013-0949.1","title":"Direction-vector-based angle gathers from anisotropic elastic RTM","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Anisotropy; Materials science; Computer science; Composite material; Geology; Optics; Physics","score_opus":0.009448002246469687,"score_gpt":0.18903048214925103,"score_spread":0.17958247990278134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329557332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9179268,0.0002535532,0.009088211,0.002139566,0.0007666804,0.00022622941,0.000032661654,0.0008689994,0.06869729],"genre_scores_gemma":[0.9901702,0.000008822553,0.0051838313,0.0029441922,0.00007602625,0.0000019683007,0.00005295375,0.0000032356756,0.0015588136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993466,0.000036713947,0.00010806915,0.00018849883,0.00013679893,0.0001833053],"domain_scores_gemma":[0.99957365,0.0001230939,0.00003241624,0.00015192248,0.000029049563,0.0000898559],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000042431882,0.00009515662,0.00009251489,0.000056701025,0.00010518302,0.00007180215,0.00012515172,0.000043392367,0.04184781],"category_scores_gemma":[0.000024390687,0.00007168699,0.00004465347,0.000117450945,0.000055218057,0.00019218419,0.0000037131485,0.000075732736,0.0030996946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016723201,0.00004966266,0.5129026,0.000009703881,0.000032567725,0.0000070604247,0.00013307705,0.00051129377,0.0017956336,0.000058992442,0.31601903,0.16846365],"study_design_scores_gemma":[0.0003945594,0.00021118956,0.65319747,0.000026488324,0.000019100358,0.0000028058203,0.00028238507,0.2504054,0.011111074,0.0032217705,0.080746025,0.00038170494],"about_ca_topic_score_codex":0.08493507,"about_ca_topic_score_gemma":0.00014557084,"teacher_disagreement_score":0.24989411,"about_ca_system_score_codex":0.0000056096683,"about_ca_system_score_gemma":0.000026143536,"threshold_uncertainty_score":0.9976765},"labels":[],"label_agreement":null},{"id":"W2329593971","doi":"10.1190/segam2012-0698.1","title":"Path effects for oblique wavefield propagation in subsurface microseismic monitoring","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Oblique case; Geology; Path (computing); Seismology; Geophysics; Computer science; Acoustics; Physics","score_opus":0.013867542775889571,"score_gpt":0.23263328366110936,"score_spread":0.21876574088521977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329593971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879767,0.00052155,0.0070820875,0.00038183844,0.00058848166,0.00039585016,0.0000042774896,0.00013289551,0.0029163784],"genre_scores_gemma":[0.98964655,0.000038818045,0.00908179,0.00071179087,0.000102608494,0.000005355761,0.000017128086,0.0000029393816,0.00039302287],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993773,0.000034385903,0.000114177994,0.000117981384,0.00007765164,0.0002784861],"domain_scores_gemma":[0.9996349,0.00015379979,0.00003099374,0.00008809216,0.000017476726,0.000074723495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035477447,0.00008109874,0.00008903253,0.000069173155,0.00006407322,0.000024775534,0.00008138095,0.00005878668,0.000080480204],"category_scores_gemma":[0.00006276181,0.00006519545,0.000029438655,0.00010218751,0.00001642793,0.0003153748,0.0000045678257,0.00008480656,0.000046327106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020794963,0.000020306617,0.922227,0.0000821733,0.000002941107,8.6816266e-7,0.00034080958,0.000035756217,0.002865362,0.000067589885,0.004132075,0.07020427],"study_design_scores_gemma":[0.00052265654,0.00017695721,0.30571252,0.00013267607,0.00000883405,0.0000088903835,0.00032737004,0.0295237,0.6488061,0.00095559016,0.013480838,0.00034388245],"about_ca_topic_score_codex":0.0025196902,"about_ca_topic_score_gemma":0.00001094976,"teacher_disagreement_score":0.6459407,"about_ca_system_score_codex":0.0000068160007,"about_ca_system_score_gemma":0.000018315073,"threshold_uncertainty_score":0.38090348},"labels":[],"label_agreement":null},{"id":"W2329870109","doi":"10.1190/segam2013-1073.1","title":"Improving microseismic imaging: Role of acquisition, velocity model, and imaging condition","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Hypocenter; Seismology; Geology; Geophone; Spurious relationship; Geophysical imaging; Computer science; Induced seismicity; Machine learning","score_opus":0.004471139392425729,"score_gpt":0.18875918851192883,"score_spread":0.1842880491195031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329870109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760137,0.00078946556,0.012834433,0.0008686722,0.000060520833,0.0001897711,0.000037923557,0.00019770196,0.009007766],"genre_scores_gemma":[0.9883351,0.000025111856,0.008817512,0.0026103894,0.000018886547,0.0000013517653,0.000057946283,0.0000033958552,0.0001303516],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992829,0.000022962115,0.00018225375,0.00020295505,0.0001155317,0.0001933796],"domain_scores_gemma":[0.9996002,0.00003226404,0.00008467367,0.00012368511,0.000087108034,0.00007207987],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014815429,0.000103144375,0.00011544194,0.00009846562,0.00011929493,0.0000743351,0.00010343988,0.000024017092,0.001116319],"category_scores_gemma":[0.000011160298,0.00008966494,0.00003050083,0.000072688024,0.00015151288,0.0006720296,0.000017846409,0.00007542909,0.000057754118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011541306,0.000021790953,0.26456273,0.000050837058,0.000009967862,0.0000016683539,0.0005002525,0.0003861813,0.06968502,0.00022956084,0.023965321,0.6405751],"study_design_scores_gemma":[0.00013248269,0.0000113611295,0.02404618,0.000013231453,0.000007031765,0.000017607314,0.00056073116,0.94003797,0.024521304,0.010175038,0.00035005985,0.0001269972],"about_ca_topic_score_codex":0.017346084,"about_ca_topic_score_gemma":0.000006001203,"teacher_disagreement_score":0.9396518,"about_ca_system_score_codex":0.0000043465448,"about_ca_system_score_gemma":0.000025078576,"threshold_uncertainty_score":0.9997968},"labels":[],"label_agreement":null},{"id":"W2329912795","doi":"10.1190/1.3513497","title":"Solving least squares Kirchhoff migration using multigrid methods","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multigrid method; Computer science; Least-squares function approximation; Applied mathematics; Mathematics; Mathematical analysis; Statistics; Partial differential equation","score_opus":0.02919206699259034,"score_gpt":0.3035940218871317,"score_spread":0.27440195489454133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329912795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8483278,0.000114666625,0.12868921,0.0008531004,0.0012398,0.00013257674,0.000009306566,0.0004388442,0.020194704],"genre_scores_gemma":[0.6234353,0.0000070001756,0.37535566,0.00078302517,0.0001063906,2.1947811e-7,0.000016635306,0.000002319241,0.00029344077],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929005,0.00007118196,0.00013879938,0.00018215833,0.0001234481,0.00019435072],"domain_scores_gemma":[0.9995683,0.00011092513,0.000046443976,0.00015889865,0.0000391885,0.00007626574],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049582653,0.00009299901,0.00009264543,0.00009757591,0.00019050665,0.000081385086,0.00014095732,0.0000635585,0.0032988612],"category_scores_gemma":[0.00009995061,0.00007266737,0.000046454516,0.000117839976,0.000070909045,0.00031189565,0.000008523574,0.00019933064,0.000090485824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010497061,0.0000131552415,0.18814975,0.00001167961,0.0000082901415,0.000003164563,0.00032287688,0.00028085758,0.060669437,0.0001072698,0.0109869,0.73943615],"study_design_scores_gemma":[0.00008625745,0.00002838601,0.020838987,0.000009958589,0.000008196123,0.00002428223,0.00025945212,0.840788,0.07593496,0.0005632375,0.061280504,0.00017776813],"about_ca_topic_score_codex":0.021327728,"about_ca_topic_score_gemma":0.0009523723,"teacher_disagreement_score":0.84050715,"about_ca_system_score_codex":0.000001930598,"about_ca_system_score_gemma":0.000028535576,"threshold_uncertainty_score":0.99761224},"labels":[],"label_agreement":null},{"id":"W2330005257","doi":"10.1190/1.3627747","title":"Robust full‐waveform inversion using the Student's t‐distribution","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Petrobras; BG Group","keywords":"Inversion (geology); Outlier; Computer science; Waveform; Algorithm; Geology; Seismology; Artificial intelligence; Telecommunications; Radar","score_opus":0.06748588798005367,"score_gpt":0.23053542861151438,"score_spread":0.1630495406314607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330005257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90051216,0.00008509002,0.024283858,0.00038163638,0.00050652085,0.00018851648,0.00001893568,0.0002604274,0.07376284],"genre_scores_gemma":[0.9952459,0.00002512509,0.0030131617,0.0012843122,0.000043316835,2.0983178e-7,0.000058191916,0.0000015900489,0.00032820876],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936944,0.00003520538,0.00011039611,0.00013193331,0.00017470792,0.00017831681],"domain_scores_gemma":[0.9996938,0.000018927807,0.000043656284,0.00016075006,0.000031921278,0.00005094594],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002632685,0.00007838297,0.000062606385,0.000029767918,0.00026160898,0.00003368967,0.00022348308,0.000039264483,0.0042348877],"category_scores_gemma":[0.000009147958,0.000044817276,0.00004076919,0.00014049765,0.00008733333,0.00023317552,0.000018926463,0.00009605677,0.0002472769],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001527626,0.000109064604,0.5841745,0.000023491915,0.00006525284,0.000028498358,0.0031192277,0.00069219014,0.00030725103,0.0013341705,0.14021935,0.26977426],"study_design_scores_gemma":[0.00058293424,0.00046181798,0.19206865,0.000054136464,0.00008368649,0.000112312315,0.010199832,0.6960719,0.022694513,0.0033160774,0.07367664,0.0006775071],"about_ca_topic_score_codex":0.009777618,"about_ca_topic_score_gemma":0.00006857053,"teacher_disagreement_score":0.69537973,"about_ca_system_score_codex":0.000008690647,"about_ca_system_score_gemma":0.000018604975,"threshold_uncertainty_score":0.99681634},"labels":[],"label_agreement":null},{"id":"W2330039859","doi":"10.1190/1.3255271","title":"Rock physics model for free CO 2 : Combining laboratory P and S wave measurements with a model of CO 2 state behaviour","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Mineralogy","score_opus":0.05214985387251403,"score_gpt":0.24088430486797288,"score_spread":0.18873445099545885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330039859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5545414,0.000065575114,0.44167638,0.0002529294,0.000014992851,0.0003006437,0.00058544904,0.00012914126,0.0024335105],"genre_scores_gemma":[0.9709858,0.000022227448,0.027715132,0.0009952334,0.00000428996,9.93763e-7,0.00003129608,0.000003195555,0.00024185567],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931806,0.0000132765335,0.00012958676,0.00016348576,0.00021203114,0.00016354845],"domain_scores_gemma":[0.9995877,0.000021411945,0.00006988521,0.00014865196,0.0001061272,0.000066211316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017320622,0.000102562546,0.00014401204,0.000035960842,0.00007233817,0.000018568395,0.000096728836,0.000027382646,0.000013764931],"category_scores_gemma":[0.000008616294,0.00007167496,0.000019875908,0.000055926244,0.00003711362,0.00021129004,0.00000381011,0.000049969873,0.0000010759011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010451954,0.0004198759,0.35103026,0.00014322445,0.00013965076,0.000005903897,0.004174445,0.3283186,0.010285131,0.00050005043,0.15692134,0.14701633],"study_design_scores_gemma":[0.0006364291,0.00027093833,0.0008662635,0.00002405997,0.000016461345,6.3203026e-7,0.00006051691,0.9670648,0.025894504,0.005027347,0.000018094375,0.00011993679],"about_ca_topic_score_codex":0.00025068346,"about_ca_topic_score_gemma":0.000020523225,"teacher_disagreement_score":0.6387462,"about_ca_system_score_codex":0.000003446631,"about_ca_system_score_gemma":0.000066937595,"threshold_uncertainty_score":0.292282},"labels":[],"label_agreement":null},{"id":"W2330230203","doi":"10.1190/1.3255445","title":"Least‐squares migration with dip‐field regularization: Application to 3D VSP data","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Regularization (linguistics); Least-squares function approximation; Computer science; Field (mathematics); Geology; Artificial intelligence; Mathematics; Statistics","score_opus":0.013070521501088991,"score_gpt":0.22526186629070302,"score_spread":0.21219134478961404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330230203","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013230904,0.00008587555,0.90600127,0.037512984,0.00006975829,0.00039797337,0.000028268876,0.00045821717,0.042214725],"genre_scores_gemma":[0.950072,0.00001574381,0.033739485,0.013984628,0.000084357256,0.0000010266273,0.00074739754,0.000001818595,0.0013535331],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993292,0.000018158229,0.000103606595,0.00025825136,0.00017288538,0.000117899246],"domain_scores_gemma":[0.9993894,0.000024891087,0.000033028296,0.00044958442,0.000038679613,0.00006442149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012638699,0.000075043376,0.000066879344,0.000064744716,0.00010139917,0.00006610328,0.00027739926,0.000035208657,0.00043491463],"category_scores_gemma":[0.000022593822,0.00005458065,0.000008116774,0.00022952093,0.000014159518,0.0003789974,0.0000084716885,0.000050896822,0.00014543803],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004704729,0.0000149797515,0.020918103,0.0000036045024,0.0000035919381,0.0000011389345,0.000091138245,0.00048111496,0.00013991419,0.00046132578,0.12326432,0.8545737],"study_design_scores_gemma":[0.0002217496,0.0008856886,0.051835574,0.000038804057,0.00002197139,0.000020068077,0.00023724015,0.4855004,0.01025626,0.0021773926,0.44841558,0.00038928076],"about_ca_topic_score_codex":0.0022709593,"about_ca_topic_score_gemma":0.00039827533,"teacher_disagreement_score":0.93684113,"about_ca_system_score_codex":0.000002087338,"about_ca_system_score_gemma":0.000019896275,"threshold_uncertainty_score":0.47620103},"labels":[],"label_agreement":null},{"id":"W2330430235","doi":"10.1190/1.3603610","title":"Trial and progress of PetroChina onshore multi-component seismic techniques","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Component (thermodynamics); Computer science; Geology; Seismology","score_opus":0.01630218494642626,"score_gpt":0.24662352200746848,"score_spread":0.23032133706104221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330430235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825696,0.0009206717,0.0033314843,0.0022482572,0.00013922674,0.000615164,0.000019704585,0.0005436036,0.009612326],"genre_scores_gemma":[0.9706452,0.00010636753,0.02803519,0.0009166731,0.0000374819,9.136345e-7,0.000018771869,0.000001642993,0.00023779047],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99928516,0.00003942128,0.00019018969,0.00017870769,0.00014842319,0.00015809159],"domain_scores_gemma":[0.9996806,0.000027984017,0.00006600571,0.00013492543,0.000025420375,0.00006507229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022071884,0.00010472094,0.00016617648,0.000111225934,0.000065136206,0.000024923243,0.0001329391,0.000051980714,0.00016710974],"category_scores_gemma":[0.000013528562,0.00007652766,0.00004306343,0.00009097606,0.000122043486,0.00012281182,0.000007286975,0.00009667009,0.0000070478063],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012323684,0.00011895208,0.021155,0.000017157296,0.000008953761,0.0000065777253,0.0001397398,0.0000032651446,0.00020406279,0.0001091555,0.009319493,0.9676853],"study_design_scores_gemma":[0.030012475,0.011283921,0.2987095,0.00038515014,0.0001160123,0.00020605054,0.0010143496,0.2840204,0.24703868,0.008722065,0.11668161,0.0018097941],"about_ca_topic_score_codex":0.00095436675,"about_ca_topic_score_gemma":0.000006289411,"teacher_disagreement_score":0.9658755,"about_ca_system_score_codex":0.0000021095263,"about_ca_system_score_gemma":0.000017237984,"threshold_uncertainty_score":0.31207073},"labels":[],"label_agreement":null},{"id":"W2330464031","doi":"10.1190/segam2014-1642.1","title":"Accelerating robust Radon transforms via the Stolt operator for simultaneous source separation","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Radon transform; Radon; Inversion (geology); Operator (biology); Radon gas; Computer science; Geology; Algorithm; Subroutine; Computer graphics (images); Seismology; Physics; Artificial intelligence","score_opus":0.018984481234517233,"score_gpt":0.23228174377781524,"score_spread":0.213297262543298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330464031","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084339105,0.0000580878,0.90074414,0.0026365737,0.00020920884,0.00046185116,0.000009927496,0.0002786637,0.01126243],"genre_scores_gemma":[0.9848791,0.0000077375,0.008075503,0.0051949504,0.0001445116,0.0000035563776,0.000055188513,0.000004219963,0.0016352579],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929774,0.000044628556,0.00015604215,0.00017122347,0.00012990169,0.00020043756],"domain_scores_gemma":[0.99938214,0.00035482607,0.000035817575,0.00013399788,0.00004411706,0.000049118917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041507705,0.000102044796,0.00009853202,0.00002886506,0.0004244099,0.00012476117,0.000183935,0.000048207145,0.0005111653],"category_scores_gemma":[0.00006706184,0.00005707442,0.00005081536,0.00007688732,0.000043365468,0.0001992555,0.0000030586566,0.00008922107,0.000060486014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043388543,0.000010649446,0.0017028537,0.000014386872,0.000010593609,4.393612e-7,0.0006605981,0.08331021,0.00046793863,0.00020046317,0.01549655,0.89808196],"study_design_scores_gemma":[0.0001450071,0.000120725716,0.00006955725,0.000004420385,0.0000063922266,0.0000065321424,0.00017388636,0.8507999,0.0056708166,0.0001994917,0.14270411,0.00009912674],"about_ca_topic_score_codex":0.0014656907,"about_ca_topic_score_gemma":0.00015029157,"teacher_disagreement_score":0.90054,"about_ca_system_score_codex":0.0000031693075,"about_ca_system_score_gemma":0.000015274856,"threshold_uncertainty_score":0.5596902},"labels":[],"label_agreement":null},{"id":"W2330549379","doi":"10.1190/segam2014-1536.1","title":"Analysis of the multi-component pseudo-pure-mode qP-wave inversion in vertical transverse isotropic (VTI) media","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"King Abdullah University of Science and Technology","keywords":"Inversion (geology); Isotropy; Transverse plane; Mode (computer interface); Component (thermodynamics); Transverse mode; Physics; Geology; Computational physics; Materials science; Optics; Computer science; Engineering; Seismology; Structural engineering","score_opus":0.019837635297054325,"score_gpt":0.22328918159541805,"score_spread":0.20345154629836373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330549379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99134505,0.000023896599,0.0046315864,0.0013698281,0.00018896659,0.00009701205,0.000017344984,0.000052403884,0.002273933],"genre_scores_gemma":[0.99614537,0.000030297237,0.0020039908,0.0016994154,0.000014464974,4.2781386e-7,0.000035267163,0.0000021448402,0.00006864287],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988354,0.00016567421,0.0002577216,0.00022513165,0.00030011655,0.0002159554],"domain_scores_gemma":[0.9993742,0.0001722008,0.000038346505,0.00028630404,0.000025449895,0.0001034877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025685257,0.00011442595,0.0002522997,0.00027528024,0.00006312294,0.000012450649,0.00024152985,0.00007444021,0.0011778485],"category_scores_gemma":[0.00010120651,0.0000719883,0.00017663657,0.0006379613,0.00015410673,0.00010496595,0.000016142492,0.00015824633,0.000036367783],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086122636,0.00013243729,0.9557971,0.000022564309,0.00014650477,0.0000052482333,0.0016300648,0.0053037023,0.0018139221,0.00039903852,0.005303941,0.029359356],"study_design_scores_gemma":[0.00035662003,0.000029045694,0.19406296,0.000013347035,0.00011600674,8.16865e-7,0.00020166015,0.79645336,0.0069120857,0.00012681648,0.0016315448,0.00009575744],"about_ca_topic_score_codex":0.012133784,"about_ca_topic_score_gemma":0.0023696185,"teacher_disagreement_score":0.7911496,"about_ca_system_score_codex":0.000009244926,"about_ca_system_score_gemma":0.000025940188,"threshold_uncertainty_score":0.99973524},"labels":[],"label_agreement":null},{"id":"W2330573022","doi":"10.1190/segj092009-001.42","title":"Improvement in Facies Discrimination Using Multiple Seismic Attributes for Permeability Modeling of the Athabasca Oil Sands, Canada.","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facies; Lithology; Geology; Oil sands; Permeability (electromagnetism); Petrology; Seismic inversion; Reservoir modeling; Fluvial; Petroleum engineering; Geomorphology; Asphalt; Cartography","score_opus":0.029027573222735872,"score_gpt":0.22689875537888937,"score_spread":0.1978711821561535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330573022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98576015,0.00007085418,0.011806812,0.0016833302,0.00009411996,0.00013563245,0.000112159316,0.000019268055,0.00031767093],"genre_scores_gemma":[0.99742466,0.000009435715,0.0016148089,0.0007959772,0.000011094068,7.8816873e-7,0.000033430624,0.0000011015696,0.00010869448],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993095,0.000022301914,0.0002004969,0.00014295484,0.00015916777,0.00016559349],"domain_scores_gemma":[0.9996843,0.00006224159,0.000051393894,0.00012662193,0.00005147265,0.00002399792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002455293,0.00007641127,0.000105560604,0.000034975983,0.00010939315,0.000013768459,0.00013769206,0.000025418196,0.00003070207],"category_scores_gemma":[0.00008406675,0.000049769562,0.000042317024,0.000096169155,0.000027023423,0.0001236112,0.000007698063,0.000052950567,1.3546907e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006658767,0.00006435343,0.37711343,0.00012490437,0.000009617957,4.547422e-7,0.0007886129,0.23844695,0.0021782652,0.0000445767,0.0028212094,0.37834105],"study_design_scores_gemma":[0.00015601997,0.000033139524,0.015250091,0.000024965875,0.000004853655,5.311834e-7,0.00062900316,0.97332627,0.009711957,0.00047441974,0.00031731004,0.00007141981],"about_ca_topic_score_codex":0.80339617,"about_ca_topic_score_gemma":0.32125163,"teacher_disagreement_score":0.7348793,"about_ca_system_score_codex":0.00003101274,"about_ca_system_score_gemma":0.00014437156,"threshold_uncertainty_score":0.6911338},"labels":[],"label_agreement":null},{"id":"W2330591864","doi":"10.1071/aseg2012ab361","title":"Laboratory measurements of frequency-dependent seismic properties of cracked and fluid-saturated media","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Oscillation (cell signaling); Materials science; Flexural strength; Shear (geology); Shear modulus; Saturation (graph theory); Fluid dynamics; Composite material; Geology; Geotechnical engineering; Mechanics; Chemistry; Physics","score_opus":0.032832951244728535,"score_gpt":0.22040253266354587,"score_spread":0.18756958141881733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330591864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418133,0.0036861221,0.0000067023902,0.00011032491,0.0002830224,0.00013812984,0.00007481705,0.00006518777,0.0014543374],"genre_scores_gemma":[0.9985281,0.000102291946,0.0009386807,0.00031851506,0.000046229317,0.0000010666371,0.000029459006,0.0000055571477,0.00003009091],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986674,0.00008487204,0.00037713145,0.00016930127,0.0004134527,0.00028779847],"domain_scores_gemma":[0.99920213,0.00005397253,0.00022056507,0.00020191939,0.00016857947,0.00015285537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006591855,0.00015015117,0.00022714453,0.00011884495,0.000058256068,0.000014846983,0.00015522611,0.00008897737,0.0001982202],"category_scores_gemma":[0.0001833659,0.00011634671,0.00003407827,0.00014371423,0.00019553576,0.000476838,0.000012527897,0.0001350904,0.0000313607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036693882,0.0006125042,0.18826517,0.000746145,0.00030428026,0.000027837796,0.0048066736,0.00029327624,0.41950157,0.00006495389,0.009758481,0.37525216],"study_design_scores_gemma":[0.00023209825,0.000048529593,0.4262615,0.00008784839,0.000025164709,0.000007877385,0.00027074496,0.0002002648,0.5723641,0.00015187093,0.00021378766,0.00013622886],"about_ca_topic_score_codex":0.0024094235,"about_ca_topic_score_gemma":0.000027358035,"teacher_disagreement_score":0.37511593,"about_ca_system_score_codex":0.00000660796,"about_ca_system_score_gemma":0.00008742671,"threshold_uncertainty_score":0.4744481},"labels":[],"label_agreement":null},{"id":"W2330617249","doi":"10.1190/segam2012-0040.1","title":"Two-dimensional fast generalized Fourier interpolation of seismic records","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Interpolation (computer graphics); Computer science; Fourier transform; Algorithm; Geology; Mathematics; Mathematical analysis; Artificial intelligence; Motion (physics)","score_opus":0.017023403654080255,"score_gpt":0.23644967360280275,"score_spread":0.2194262699487225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330617249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9342487,0.0002244839,0.0039706626,0.00041955922,0.0006719172,0.00008131542,0.000018600222,0.00011181808,0.060252953],"genre_scores_gemma":[0.96358985,0.0000055522482,0.032285307,0.0019856617,0.00010977276,3.0607552e-7,0.000058603662,0.0000021428627,0.0019628159],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993705,0.00004893373,0.00016154275,0.00009057309,0.00015254477,0.00017587266],"domain_scores_gemma":[0.99967587,0.000042956308,0.00006192074,0.00011228988,0.000032288033,0.000074673204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027756725,0.00007257293,0.00010036828,0.00008321485,0.000045783854,0.000008193988,0.00008050776,0.000025141011,0.0073265876],"category_scores_gemma":[0.000015074494,0.00005501188,0.000046369485,0.000092363465,0.00004697937,0.00027429205,0.00000916324,0.000060714774,0.00016871207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006912266,0.000036236965,0.66362995,0.000010994967,0.000023818766,7.1895863e-7,0.00029584102,0.0007073473,0.00088104187,0.0003398809,0.11297172,0.22103329],"study_design_scores_gemma":[0.0004885017,0.00008507472,0.043944087,0.000026549793,0.00001860966,0.000027728684,0.00016023236,0.90112126,0.016605634,0.0014395355,0.035838593,0.00024420564],"about_ca_topic_score_codex":0.008177581,"about_ca_topic_score_gemma":0.00002375232,"teacher_disagreement_score":0.9004139,"about_ca_system_score_codex":0.0000024530486,"about_ca_system_score_gemma":0.000016214044,"threshold_uncertainty_score":0.99842703},"labels":[],"label_agreement":null},{"id":"W2330670320","doi":"10.1190/1.3627706","title":"A discussion on the advantages of phase‐only waveform inversion in the Laplace‐Fourier domain: Validation with marine and land seismic data","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Inversion (geology); Waveform; Frequency domain; Fourier transform; Laplace transform; Fourier domain; Geology; Time domain; Seismology; Computer science; Remote sensing; Geophysics; Telecommunications; Mathematical analysis; Mathematics; Computer vision","score_opus":0.032980419687510976,"score_gpt":0.23988078900984647,"score_spread":0.2069003693223355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330670320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776304,0.000015638685,0.00032654573,0.004433046,0.00002887395,0.00021610636,0.000043564272,0.00002402427,0.017281823],"genre_scores_gemma":[0.9964797,0.00008588415,0.0013440588,0.0016034634,0.000013150108,6.287451e-7,0.00019422807,0.0000021333624,0.00027679082],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929345,0.0000954377,0.0001188475,0.0001736083,0.00020196522,0.000116707655],"domain_scores_gemma":[0.99942076,0.00010126964,0.00006419285,0.00037620566,0.000011559191,0.000026037214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064195803,0.0000893179,0.00008849038,0.00006647298,0.0000988608,0.000021714031,0.00031473892,0.0000283039,0.00057525054],"category_scores_gemma":[0.000016271331,0.000029496397,0.000010701305,0.00013376406,0.0001186193,0.0002915438,0.000045560853,0.0001120817,0.000009801024],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069549575,0.00013029171,0.6642379,0.000030471312,0.000017550741,0.000014986489,0.0034113503,0.000010338043,0.000028010621,0.00037400433,0.01667166,0.31437793],"study_design_scores_gemma":[0.0070515177,0.005099692,0.32640103,0.00051208766,0.0001352244,0.0002514426,0.027549654,0.45356753,0.014364969,0.019568102,0.1444726,0.0010261596],"about_ca_topic_score_codex":0.0060715824,"about_ca_topic_score_gemma":0.00042302802,"teacher_disagreement_score":0.4535572,"about_ca_system_score_codex":0.000002023017,"about_ca_system_score_gemma":0.000019053197,"threshold_uncertainty_score":0.9178457},"labels":[],"label_agreement":null},{"id":"W2330749854","doi":"10.1190/segam2014-0222.1","title":"Near surface velocities at Ekofisk from Scholte and refracted wave analysis","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Geology; Surface wave; Surface (topology); Seismology; Acoustics; Geophysics; Optics; Geometry; Physics","score_opus":0.011190715149210074,"score_gpt":0.18986787233516803,"score_spread":0.17867715718595795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330749854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97829276,0.00016582412,0.00073201314,0.0006817071,0.000058455604,0.000033745564,0.000047503683,0.00017507536,0.019812884],"genre_scores_gemma":[0.982229,0.00008891131,0.01174653,0.0023718127,0.00002656739,1.0121547e-7,0.00019866062,0.0000021321202,0.003336272],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924606,0.000075835116,0.00012267596,0.00023494007,0.00015683347,0.00016366245],"domain_scores_gemma":[0.9994726,0.00017291751,0.00004452632,0.00018882098,0.000028193146,0.00009291061],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022542056,0.000098017226,0.00017047682,0.00004542484,0.00022009164,0.00011456745,0.00008677337,0.000055638273,0.004711221],"category_scores_gemma":[0.000039217837,0.000074713666,0.000047548227,0.00022863408,0.00012083873,0.0001838986,0.000019420602,0.000089679495,0.00020834799],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002962322,0.000004748435,0.91735125,0.000004012658,0.00015348702,0.0000030883873,0.0003395616,0.0003453937,0.00015975615,0.000021666434,0.02742807,0.054159377],"study_design_scores_gemma":[0.00013637907,0.000040180264,0.4039783,0.0000049159976,0.000103993436,0.000001627512,0.000149438,0.48851842,0.0027076043,0.00062450947,0.10356203,0.0001726103],"about_ca_topic_score_codex":0.03625827,"about_ca_topic_score_gemma":0.0004273498,"teacher_disagreement_score":0.5133729,"about_ca_system_score_codex":0.0000038984845,"about_ca_system_score_gemma":0.000008699514,"threshold_uncertainty_score":0.9961986},"labels":[],"label_agreement":null},{"id":"W2330801382","doi":"10.1130/b30252.1","title":"Cl/Br compositions as indicators of the origin of brines: Hydrogeologic simulations of the Alberta Basin, Canada","year":2011,"lang":"en","type":"article","venue":"Geological Society of America Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"U.S. Department of Energy","keywords":"South carolina; Geological survey; Citation; Library science; Geology; Structural basin; Archaeology; Geologist; Geography; Paleontology; Political science","score_opus":0.011898937188912688,"score_gpt":0.19696300670534872,"score_spread":0.18506406951643603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330801382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839368,0.000087496024,0.00008588895,0.00649626,0.00007392643,0.00017332684,0.00011194652,0.000013476342,0.009020888],"genre_scores_gemma":[0.9937328,0.000043912965,0.0027322683,0.0032625594,0.000007308002,7.221285e-7,0.000015477668,0.0000016761137,0.00020323663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989211,0.00014401104,0.00035119342,0.00014847162,0.00026682438,0.00016841282],"domain_scores_gemma":[0.9987622,0.00041002806,0.0004386073,0.00027388032,0.000071908435,0.000043371492],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012943702,0.00010260602,0.00026691213,0.000016998782,0.00013026492,0.0000015544988,0.0005153794,0.00007367126,0.0047293324],"category_scores_gemma":[0.00012743844,0.00005587554,0.00022462406,0.00040767808,0.0014851084,0.000014515821,0.00006969258,0.00015498928,0.0000049491364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022038688,0.00010646609,0.9490756,0.00002847305,0.000059144757,2.5386595e-7,0.0005586666,0.0010352932,0.000120563534,0.00013310072,0.04710771,0.0017527365],"study_design_scores_gemma":[0.0002871066,0.00035663723,0.812208,0.00006243702,0.000078674675,0.000007370062,0.0013756866,0.0046008937,0.01998955,0.0014066219,0.15941934,0.00020768229],"about_ca_topic_score_codex":0.8601043,"about_ca_topic_score_gemma":0.005372898,"teacher_disagreement_score":0.85473144,"about_ca_system_score_codex":0.000006112071,"about_ca_system_score_gemma":0.0001419128,"threshold_uncertainty_score":0.9961805},"labels":[],"label_agreement":null},{"id":"W2330900312","doi":"10.1190/1.3255459","title":"Footprint reduction by angle‐weighted stacking after migration","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Stacking; Prestack; Context (archaeology); Weighting; Seismic migration; Point (geometry); Image (mathematics); Footprint; Reduction (mathematics); Computer science; Geology; Artificial intelligence; Mathematics; Geometry; Physics; Seismology; Paleontology","score_opus":0.007636889657688176,"score_gpt":0.2012320472862302,"score_spread":0.19359515762854201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330900312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666026,0.00032144238,0.0038447084,0.0042553693,0.0002000077,0.00010478668,0.000008022168,0.00035772554,0.0243053],"genre_scores_gemma":[0.9942037,0.000049597154,0.0032209137,0.0013099845,0.000053311156,4.1196898e-7,0.00006460929,0.0000010702978,0.0010964108],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994779,0.000022949911,0.00010180862,0.00014633095,0.000121072146,0.00012993829],"domain_scores_gemma":[0.9998031,0.0000069340995,0.000027364635,0.00009544353,0.000022610027,0.000044507604],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000985816,0.0000669559,0.000055580833,0.00005425466,0.000062775376,0.00004861675,0.000058597238,0.000036727233,0.0011878083],"category_scores_gemma":[0.0000043627065,0.00005271212,0.000026257117,0.00010491355,0.000019033227,0.00016010244,0.000001684039,0.000062710846,0.00008031905],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046892244,0.000021894564,0.01821397,0.0000027816259,0.000004329291,0.0000030079618,0.00021575588,0.000011270366,0.0033831773,0.000055485893,0.111586615,0.86645484],"study_design_scores_gemma":[0.00042986101,0.00071484386,0.15587623,0.000053103977,0.000023078886,0.0000556718,0.0006321168,0.048715174,0.33986938,0.012106955,0.4408283,0.0006952697],"about_ca_topic_score_codex":0.0018897802,"about_ca_topic_score_gemma":0.00002161597,"teacher_disagreement_score":0.86575955,"about_ca_system_score_codex":0.000004496525,"about_ca_system_score_gemma":0.0000075737394,"threshold_uncertainty_score":0.9997252},"labels":[],"label_agreement":null},{"id":"W2330930693","doi":"10.3997/2214-4609.20148969","title":"5D Seismic Volume Reconstruction Using HOSVD","year":2011,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Singular value decomposition; Tensor (intrinsic definition); Geology; Set (abstract data type); Data set; Rank (graph theory); Computer science; Matrix decomposition; Decomposition; Sparse matrix; Algorithm; Pattern recognition (psychology); Artificial intelligence; Mathematics","score_opus":0.04289981807786123,"score_gpt":0.2037908681555692,"score_spread":0.160891050077708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330930693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92432594,0.00007902417,0.00063331734,0.000114376955,0.00034825254,0.000078971476,0.0000043415816,0.00027835998,0.07413743],"genre_scores_gemma":[0.982427,0.000024909412,0.016215643,0.00074382237,0.00009107862,4.6365525e-7,0.0000031940754,0.0000038726184,0.00049001543],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999352,0.0000041641492,0.00012861808,0.0001963723,0.00011132397,0.00020754522],"domain_scores_gemma":[0.9997396,0.0000040996847,0.00007326194,0.000048868234,0.0000640751,0.00007008194],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016981737,0.00009248466,0.00009196667,0.00010715334,0.00013650792,0.00004074405,0.00013345481,0.000055525103,0.0019105395],"category_scores_gemma":[0.000021067859,0.000083802246,0.00003620952,0.0001649305,0.00008475814,0.00050828164,0.000008324267,0.00011247082,0.00024878283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019689493,0.0000071319414,0.7460775,0.000021179238,0.0000080722375,0.000001847563,0.00083310116,0.000003026571,0.00030784268,0.000043599826,0.010331747,0.2423453],"study_design_scores_gemma":[0.00037352982,0.00027775086,0.12550236,0.00015762827,0.00005937872,0.0007596009,0.0023100632,0.7481885,0.036787093,0.014844573,0.06997455,0.0007649937],"about_ca_topic_score_codex":0.0039744484,"about_ca_topic_score_gemma":0.0000017654004,"teacher_disagreement_score":0.74818546,"about_ca_system_score_codex":0.00000669084,"about_ca_system_score_gemma":0.000018856967,"threshold_uncertainty_score":0.99900186},"labels":[],"label_agreement":null},{"id":"W2330991262","doi":"10.1190/segam2012-0914.1","title":"Azimuthal AVO over a simulated fractured medium: A physical modeling experiment","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Azimuth; Geology; Petroleum engineering; Environmental science; Computer science; Physics; Optics","score_opus":0.021680307735685325,"score_gpt":0.26364141979904226,"score_spread":0.24196111206335694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330991262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982703,0.0003748367,0.003446562,0.0002774175,0.00028614682,0.00009749053,0.000006542156,0.00030350074,0.012504533],"genre_scores_gemma":[0.99620306,0.0000074612562,0.0009372819,0.0022772267,0.0002813135,4.699929e-7,0.000031154916,0.0000039086626,0.00025810828],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909925,0.000035152418,0.00011675625,0.0001549491,0.00025323938,0.00034064488],"domain_scores_gemma":[0.99958336,0.000051326526,0.000026370617,0.00015010138,0.000018660186,0.00017016513],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014155464,0.00012442534,0.00013040491,0.000053977532,0.000090784815,0.00002995182,0.00012224469,0.00005361601,0.004180618],"category_scores_gemma":[0.000015937876,0.00008814632,0.00006378197,0.000091240945,0.00003197995,0.00034361423,0.000012321139,0.00013065571,0.00031188029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000599123,0.0013433545,0.34122062,0.000088723646,0.00033246574,0.000046676483,0.042243827,0.21442874,0.009432217,0.0007044396,0.20372634,0.18583348],"study_design_scores_gemma":[0.00017317232,0.000036139343,0.0014017982,0.0000063960633,0.0000071411614,0.0000030552746,0.00021059162,0.97461385,0.011733282,0.00031577548,0.0113454405,0.00015336461],"about_ca_topic_score_codex":0.0039903084,"about_ca_topic_score_gemma":0.0000035088806,"teacher_disagreement_score":0.7601851,"about_ca_system_score_codex":0.000005288298,"about_ca_system_score_gemma":0.00001682701,"threshold_uncertainty_score":0.9967297},"labels":[],"label_agreement":null},{"id":"W2331013585","doi":"10.1190/segam2015-5924937.1","title":"Time compressively sampled full-waveform inversion with stochastic optimization","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Petrobras; BG Group; ConocoPhillips","keywords":"Inversion (geology); Computer science; Waveform; Algorithm; Time domain; Seismic migration; Mathematical optimization; Geology; Mathematics; Geophysics; Telecommunications; Computer vision; Seismology","score_opus":0.021959877404410542,"score_gpt":0.2038179308552552,"score_spread":0.18185805345084466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331013585","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17595598,0.00010590586,0.70020425,0.0019321138,0.00036762768,0.0005606367,0.000038013182,0.0011927175,0.11964275],"genre_scores_gemma":[0.94667315,0.0000042567017,0.049149327,0.0020147131,0.000053183496,8.0100676e-7,0.0003136117,0.0000053180065,0.0017856177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992878,0.000027673119,0.00010269059,0.00016585234,0.00024446796,0.0001715234],"domain_scores_gemma":[0.999535,0.00003975357,0.00005521179,0.00012398069,0.00008888702,0.00015713042],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013326394,0.00010146307,0.00010767012,0.00008616737,0.00008780636,0.000040416147,0.00012813252,0.00003935991,0.0028734147],"category_scores_gemma":[0.00002669467,0.000067228975,0.000017920916,0.0001533009,0.00009032273,0.00030398814,0.000010657612,0.00007065522,0.0007428304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034710168,0.000025569727,0.0028480347,0.00000781567,0.000020582374,0.000009489586,0.00040352187,0.87414473,0.000026465752,0.000022078442,0.10115359,0.020991005],"study_design_scores_gemma":[0.00039997575,0.00028389785,0.00026319636,0.000016910817,0.000009245319,0.000020624708,0.00022621019,0.9962701,0.00015702147,0.00012648909,0.0020925456,0.00013378056],"about_ca_topic_score_codex":0.0019484238,"about_ca_topic_score_gemma":0.000018464976,"teacher_disagreement_score":0.7707172,"about_ca_system_score_codex":0.0000090790645,"about_ca_system_score_gemma":0.00005679945,"threshold_uncertainty_score":0.9980381},"labels":[],"label_agreement":null},{"id":"W2331084366","doi":"10.1190/segam2015-5830865.1","title":"Addressing shear wave static corrections in the ray parameter domain: a non-stationary interferometric approach","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Interferometry; Shear (geology); Physics; Optics; Computer science; Computational physics; Geology","score_opus":0.10998800105245525,"score_gpt":0.27584994595695883,"score_spread":0.16586194490450357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331084366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5996887,0.0003078199,0.19287069,0.0025234472,0.0007785339,0.00071521325,0.0000331668,0.0002400505,0.20284235],"genre_scores_gemma":[0.95183975,0.000008259231,0.0443497,0.0032693536,0.000029627141,0.0000052062705,0.000076776436,0.0000026346752,0.00041868648],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990292,0.00016590781,0.00017502162,0.00017722792,0.00025544097,0.00019717147],"domain_scores_gemma":[0.99936193,0.0003340207,0.00004092444,0.00015991053,0.000035769703,0.00006744799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007370124,0.00009279279,0.000107145286,0.00033607587,0.000096057505,0.000094628835,0.00016643915,0.000036959675,0.00033075918],"category_scores_gemma":[0.00010735674,0.000056704343,0.000033127373,0.00079177396,0.000083821775,0.00025404204,0.000009301124,0.00019168294,0.00010042062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015141215,0.00030466932,0.15170349,0.000060050945,0.000041441297,0.0000661499,0.025225231,0.0062101153,0.000010667544,0.00013450571,0.51691157,0.2991807],"study_design_scores_gemma":[0.00066767866,0.00037353675,0.06592318,0.000045811834,0.00001436592,0.00009530236,0.03169555,0.88072807,0.000079276324,0.0061769946,0.013881467,0.00031879265],"about_ca_topic_score_codex":0.003735926,"about_ca_topic_score_gemma":0.0000205763,"teacher_disagreement_score":0.8745179,"about_ca_system_score_codex":0.0000112866555,"about_ca_system_score_gemma":0.000050516042,"threshold_uncertainty_score":0.5647627},"labels":[],"label_agreement":null},{"id":"W2331106209","doi":"10.3997/2214-4609.201413088","title":"Compressed Sensing in 4-D Marine - Recovery of Dense Time-lapse Data from Subsampled Data without Repetition","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Baseline (sea); Computer science; Repeatability; Data acquisition; Repetition (rhetorical device); Remote sensing; Field (mathematics); Geology; Statistics; Mathematics; Oceanography","score_opus":0.07597917663601796,"score_gpt":0.26135372761277387,"score_spread":0.18537455097675593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331106209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989492,0.00014022696,0.00027204637,0.00039579486,0.00014068563,0.00016096017,0.00052012625,0.0001405082,0.008737659],"genre_scores_gemma":[0.9507619,0.0000666651,0.04398361,0.00047149704,0.00010541325,1.7868646e-7,0.004433446,0.0000070341557,0.0001702337],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988781,0.000020248104,0.00026407576,0.00041971458,0.0002472609,0.00017055192],"domain_scores_gemma":[0.99913305,0.000074025294,0.00015060439,0.00046308813,0.00009790873,0.000081340746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008241782,0.000106176994,0.00021415803,0.000115604176,0.000032045882,0.00005902476,0.0006314809,0.000054299697,0.00033120415],"category_scores_gemma":[0.0004525239,0.00009809347,0.000011991765,0.00019203297,0.000068269925,0.0009789581,0.0002307001,0.00012829632,0.00007559907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058954954,0.000052313317,0.7446004,0.00006751578,0.000031592284,0.00001545783,0.0005421843,0.000023790446,0.0038955405,0.000004278209,0.17178783,0.07838955],"study_design_scores_gemma":[0.001124627,0.00013465907,0.031783506,0.00032784024,0.00005133855,0.00003443898,0.0005450783,0.926561,0.010405253,0.005183837,0.023467684,0.00038073026],"about_ca_topic_score_codex":0.02683412,"about_ca_topic_score_gemma":0.00021680268,"teacher_disagreement_score":0.9265372,"about_ca_system_score_codex":0.0000068260333,"about_ca_system_score_gemma":0.000050562146,"threshold_uncertainty_score":0.97964627},"labels":[],"label_agreement":null},{"id":"W2331303640","doi":"10.1190/segam2014-1116.1","title":"A new wavelet energy absorption method based on adapted time window and generalized S-transform","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Jilin University; China National Offshore Oil Corporation; University of Alberta","keywords":"Wavelet; Inversion (geology); Computer science; Sliding window protocol; Amplitude; Wavelet transform; Algorithm; Absorption (acoustics); Energy (signal processing); Window (computing); Mathematics; Acoustics; Physics; Geology; Optics; Artificial intelligence; Statistics; Seismology","score_opus":0.008474549274044521,"score_gpt":0.2074093975932199,"score_spread":0.1989348483191754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331303640","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069332886,0.000056402885,0.8213781,0.0057402547,0.000127197,0.00013106498,0.000015242332,0.0004569434,0.16516148],"genre_scores_gemma":[0.5842966,0.000057907404,0.3676322,0.03228672,0.0001973996,0.0000014367569,0.00025773986,0.00001079962,0.0152592305],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992253,0.00009912678,0.00012118615,0.00021436383,0.00016647582,0.00017355416],"domain_scores_gemma":[0.9995675,0.00012188557,0.00003055983,0.00013474417,0.000015942587,0.00012933135],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031944428,0.000117148884,0.00014070833,0.00010977983,0.00007637534,0.000040123603,0.00008745118,0.00006340902,0.004838876],"category_scores_gemma":[0.000015093185,0.00008727573,0.00004069135,0.000098713754,0.000021216647,0.0001027758,0.0000025267818,0.00006234199,0.00010428536],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078730816,0.000005989441,0.000298936,0.0000037996401,0.000005776967,9.181554e-7,0.000021415033,0.0004128723,0.00048345243,0.0006051043,0.041846313,0.9562367],"study_design_scores_gemma":[0.00048951706,0.00018852542,0.0013081887,0.000010719646,0.000008097788,0.0000043770315,0.0000042156776,0.8261694,0.01203514,0.0023211653,0.15732679,0.00013387851],"about_ca_topic_score_codex":0.012619633,"about_ca_topic_score_gemma":0.00007487544,"teacher_disagreement_score":0.9561028,"about_ca_system_score_codex":0.0000027978383,"about_ca_system_score_gemma":0.000025458316,"threshold_uncertainty_score":0.99607086},"labels":[],"label_agreement":null},{"id":"W2331315300","doi":"10.1190/1.3255381","title":"Compressive simultaneous full‐waveform simulation","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compressed sensing; Solver; Discretization; Waveform; Helmholtz free energy; Computer science; Helmholtz equation; Algorithm; Sampling (signal processing); Computational complexity theory; Reduction (mathematics); Mathematical optimization; Mathematics; Geometry; Mathematical analysis; Telecommunications; Physics","score_opus":0.0122763141620286,"score_gpt":0.23460442050572605,"score_spread":0.22232810634369746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331315300","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41087657,0.00023715409,0.053508908,0.0032471311,0.00044274807,0.0003866953,0.00001980096,0.0014678468,0.5298131],"genre_scores_gemma":[0.99119985,0.000008492058,0.0026936405,0.004991456,0.00005200507,5.6794583e-8,0.000039359213,9.3212566e-7,0.0010142296],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946964,0.000014418903,0.000104572915,0.00012654257,0.00013396732,0.00015086675],"domain_scores_gemma":[0.99963546,0.0001301044,0.000033400775,0.000108499284,0.000033805227,0.000058733778],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006178175,0.00007318902,0.00007491552,0.000049815793,0.00009586467,0.000034365923,0.000103147984,0.00003667666,0.0028472973],"category_scores_gemma":[0.000036140482,0.000054258606,0.000029823444,0.00008474611,0.000024880226,0.0001571442,0.0000022694471,0.00006666427,0.00055667403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030832576,0.000010469361,0.0013942646,0.0000016001239,0.0000026760497,0.000014327433,0.00008400081,0.116877206,0.00008040087,0.00006224359,0.0040788595,0.87736315],"study_design_scores_gemma":[0.00008995555,0.00015607223,0.0031786743,0.0000052810315,0.0000027983995,0.000007276928,0.00004667018,0.9651129,0.00094527984,0.002328833,0.028028836,0.00009741077],"about_ca_topic_score_codex":0.00051157206,"about_ca_topic_score_gemma":0.000010047237,"teacher_disagreement_score":0.8772657,"about_ca_system_score_codex":0.0000027776177,"about_ca_system_score_gemma":0.000008883605,"threshold_uncertainty_score":0.9980642},"labels":[],"label_agreement":null},{"id":"W2331340055","doi":"10.1190/ice2015-2211025","title":"Utilising BP's 3-D Seismic to Give New Insights Into the Great Australian Bight","year":2015,"lang":"en","type":"article","venue":"International Conference and Exhibition, Melbourne, Australia 13-16 September 2015","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Geology; Oceanography; Computer science; Seismology","score_opus":0.07292570125438783,"score_gpt":0.30399824245328505,"score_spread":0.23107254119889722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331340055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87691617,0.00039069192,0.009977381,0.042581625,0.0034057938,0.00065355975,0.00009183408,0.00032212437,0.06566084],"genre_scores_gemma":[0.9376229,0.00006191138,0.00056743185,0.003446342,0.0005081582,0.0000041337626,0.00022550182,0.000009152628,0.057554454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980332,0.00011829745,0.00039733056,0.00047811336,0.0005977102,0.00037531805],"domain_scores_gemma":[0.998502,0.000061182276,0.00014592981,0.00027597247,0.00044526992,0.0005696449],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039209647,0.00030245027,0.00023779862,0.00024227542,0.00023562094,0.000581509,0.0004947125,0.0001450466,0.0039978805],"category_scores_gemma":[0.00006265512,0.00021887978,0.000082042236,0.00023946485,0.0002130172,0.0010902659,0.00005257887,0.00030839612,0.000997719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007991182,0.00001808212,0.015755821,0.000006096181,0.00006056868,0.000022732771,0.0031717927,0.00043021052,0.00007454916,0.0013087858,0.9598601,0.019211348],"study_design_scores_gemma":[0.00073957053,0.00018650983,0.01383438,0.00017567046,0.00004580309,0.00010861007,0.0024931715,0.009040087,0.00324661,0.018681547,0.9508967,0.00055137894],"about_ca_topic_score_codex":0.037510082,"about_ca_topic_score_gemma":0.0033691349,"teacher_disagreement_score":0.06070677,"about_ca_system_score_codex":0.000057920148,"about_ca_system_score_gemma":0.00020591974,"threshold_uncertainty_score":0.9997801},"labels":[],"label_agreement":null},{"id":"W2331844535","doi":"10.3997/2214-4609.201412942","title":"Fast \"Online\" Migration with Compressive Sensing","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computation; Algorithm; Sparse matrix; Compressed sensing; Norm (philosophy); Inversion (geology); Mathematical optimization; Least-squares function approximation; Seismic migration; Iterative method; Mathematics; Geology","score_opus":0.02395398689126671,"score_gpt":0.21758309466076511,"score_spread":0.1936291077694984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331844535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96346325,0.000093625,0.00080158486,0.0016841994,0.000101356185,0.00009601222,0.000009854398,0.00027004274,0.033480067],"genre_scores_gemma":[0.9834802,0.000007207891,0.014912919,0.0011779093,0.00011033606,1.4912115e-7,0.000037420865,0.0000027286878,0.00027109717],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994773,0.0000034980394,0.00007338136,0.00013740691,0.00017549656,0.00013286658],"domain_scores_gemma":[0.999663,0.000009024507,0.00005280062,0.00003366835,0.00015123423,0.00009028555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000090138456,0.00007433076,0.000074018586,0.000053691896,0.00006334909,0.00006816522,0.00007211441,0.000026534322,0.000036884612],"category_scores_gemma":[0.000024737956,0.000053201013,0.00001188555,0.00012732568,0.00005230252,0.00029565804,0.0000051611937,0.00008182876,0.000048073187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001396837,0.000024861974,0.48395467,0.00003526515,0.000018662733,0.000013194726,0.004272312,0.00015834827,0.00043189712,0.000069724534,0.21818879,0.2926926],"study_design_scores_gemma":[0.0009870313,0.00074173603,0.03494384,0.00023363845,0.00004362879,0.00030697492,0.012276698,0.6693452,0.02100204,0.0028527882,0.25658947,0.0006769612],"about_ca_topic_score_codex":0.0018403053,"about_ca_topic_score_gemma":0.00004012874,"teacher_disagreement_score":0.66918683,"about_ca_system_score_codex":0.0000040101972,"about_ca_system_score_gemma":0.00002392502,"threshold_uncertainty_score":0.27820033},"labels":[],"label_agreement":null},{"id":"W2331858031","doi":"10.1190/1.3627555","title":"An accurate and stable wave equation for pure acoustic TTI modeling","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Acoustic wave equation; Computer science; Wave equation; Acoustics; Acoustic wave; Physics; Mathematical analysis; Mathematics","score_opus":0.10115711694520652,"score_gpt":0.24669520856006621,"score_spread":0.1455380916148597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331858031","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25652808,0.00007300502,0.73526686,0.000080702805,0.00009146234,0.00016512568,0.00002125316,0.00015804007,0.007615477],"genre_scores_gemma":[0.9725436,0.000029028919,0.026472116,0.0006679709,0.000024965826,0.0000011625111,0.00004984165,0.0000019925558,0.00020934941],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995739,0.0000138371615,0.00008282501,0.00013597708,0.000058859296,0.00013462202],"domain_scores_gemma":[0.9997782,0.000025676407,0.000021352234,0.00008316532,0.00003514863,0.00005645394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020177943,0.000057264057,0.000058344518,0.000040352326,0.000105540035,0.00003775186,0.00005402419,0.00003314608,0.00074144563],"category_scores_gemma":[0.00001697472,0.000043963897,0.000012288421,0.00003716207,0.00001731144,0.00040095294,0.0000029025564,0.00003607441,0.000013037707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041483983,0.00010899679,0.032470323,0.00019024518,0.000055585253,0.000010511992,0.006688136,0.04663255,0.0023762414,0.0029646738,0.02008291,0.88800496],"study_design_scores_gemma":[0.00008034937,0.00010478212,0.00040689527,0.000004791891,0.000007742344,0.0000023939801,0.00040425255,0.9885832,0.0014367847,0.008714255,0.00017917817,0.0000753401],"about_ca_topic_score_codex":0.002387734,"about_ca_topic_score_gemma":0.00004729499,"teacher_disagreement_score":0.9419507,"about_ca_system_score_codex":0.0000012771658,"about_ca_system_score_gemma":0.00001415867,"threshold_uncertainty_score":0.811831},"labels":[],"label_agreement":null},{"id":"W2331894576","doi":"10.1190/1.3627953","title":"A fast rank reduction method for the reconstruction of <i>5D</i> seismic volumes","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Reduction (mathematics); Rank (graph theory); Computer science; Algorithm; Geology; Mathematics; Combinatorics; Geometry","score_opus":0.03109691112658368,"score_gpt":0.23275894638376354,"score_spread":0.20166203525717985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331894576","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056396466,0.00040160536,0.89241356,0.0016445719,0.0018246897,0.00063225563,0.00005062993,0.0002867276,0.046349496],"genre_scores_gemma":[0.7805346,0.00010361478,0.21653196,0.00065266044,0.000090960006,0.000004096092,0.000012322487,0.000003182996,0.0020665673],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994888,0.00004454445,0.000150957,0.00012845939,0.00007497759,0.000112266454],"domain_scores_gemma":[0.9996258,0.00008442895,0.00008006423,0.00013602745,0.000049580096,0.00002412204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004337541,0.00006297684,0.00009100574,0.000057699774,0.00011525111,0.000009898658,0.00012317882,0.000037846134,0.0011513317],"category_scores_gemma":[0.000021863747,0.000038963528,0.00006715958,0.00010995553,0.00009497009,0.00015797191,0.0000037195005,0.00005605856,0.00001724184],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048447197,0.000004742677,0.0026620093,0.00000880632,0.000014264126,8.1909434e-8,0.0003100857,0.000055692748,0.0001930617,0.00008737695,0.016849546,0.9797659],"study_design_scores_gemma":[0.0003695392,0.00026799086,0.0060684145,0.000027132528,0.00007268354,0.00023410458,0.0036530185,0.81325454,0.12430511,0.011464347,0.04008769,0.0001954395],"about_ca_topic_score_codex":0.012254893,"about_ca_topic_score_gemma":0.0000261748,"teacher_disagreement_score":0.97957045,"about_ca_system_score_codex":0.000001871797,"about_ca_system_score_gemma":0.000020607045,"threshold_uncertainty_score":0.99976176},"labels":[],"label_agreement":null},{"id":"W2331968719","doi":"10.1190/segam2013-1453.1","title":"Processing seismic data in the presence of residual statics","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"U.S. Geological Survey","keywords":"Statics; Residual; Computer science; Geology; Algorithm; Physics; Classical mechanics","score_opus":0.039139231387214035,"score_gpt":0.25954383629043554,"score_spread":0.2204046049032215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331968719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9452806,0.00044425527,0.004055255,0.0072779376,0.00007158749,0.00037083504,0.000054554926,0.00008117577,0.042363778],"genre_scores_gemma":[0.9908217,0.000024603569,0.0069385665,0.0019079411,0.000012893587,4.4714557e-7,0.00004654683,8.046832e-7,0.00024646302],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994208,0.000055966484,0.00012763943,0.00011030295,0.00017346954,0.00011179464],"domain_scores_gemma":[0.99948364,0.00013957423,0.000038854643,0.00030070348,0.000021796193,0.000015420284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040397403,0.000042150186,0.0000560537,0.00003858173,0.00003509221,0.000041398485,0.00058640854,0.000016318669,0.00058900454],"category_scores_gemma":[0.000067734145,0.000023577151,0.000005151872,0.00013753997,0.00007911299,0.00041249767,0.0000212821,0.00007490635,0.000047452588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054261563,0.000023490922,0.1988393,0.000052358966,0.000002624713,0.0000030232345,0.0016363475,0.0002650423,0.00003179681,0.00003789984,0.2918654,0.50723726],"study_design_scores_gemma":[0.00007705694,0.000040354407,0.06932135,0.00003225714,0.0000031413842,0.0000061513747,0.003133092,0.9145182,0.00051470584,0.0033209142,0.008955413,0.00007736175],"about_ca_topic_score_codex":0.02380514,"about_ca_topic_score_gemma":0.00011258895,"teacher_disagreement_score":0.9142532,"about_ca_system_score_codex":5.6603454e-7,"about_ca_system_score_gemma":0.000034822187,"threshold_uncertainty_score":0.9826954},"labels":[],"label_agreement":null},{"id":"W2332047113","doi":"10.1190/segam2013-0677.1","title":"Microseismic case study: Investigating the natural fractures and faults of the Muskwa and Evie shale play in northeastern British Columbia","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Geology; Oil shale; Microseism; Hydraulic fracturing; Lithology; Drilling; Fracture (geology); Geotechnical engineering; Seismology; Petrology; Mining engineering; Paleontology","score_opus":0.008186807670700654,"score_gpt":0.21062714025650064,"score_spread":0.2024403325858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332047113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99786943,0.000689992,9.029045e-7,0.0005804938,0.000067209,0.00042004173,0.000010739326,0.000020566986,0.00034062192],"genre_scores_gemma":[0.99698627,0.000021843716,0.0001495594,0.0024296956,0.000013538095,0.0000023599614,0.0000024886112,0.0000023043126,0.00039196236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928397,0.000104900166,0.00017852175,0.00017228282,0.000117036856,0.00014327312],"domain_scores_gemma":[0.99959093,0.00013828257,0.000068600115,0.00013537148,0.000024623774,0.000042181262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022320148,0.00007089595,0.000117688985,0.000016047405,0.00034152277,0.00033951318,0.00014262725,0.00003096503,0.00016241272],"category_scores_gemma":[0.000051152987,0.000049591083,0.000018563227,0.00010500715,0.00040671992,0.00018303035,0.00004214214,0.00019154121,0.000002477977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.912021e-7,0.000006808455,0.9269209,0.000008208053,0.0000037624864,0.000020703123,0.0009552779,0.00000463287,0.000021843427,1.00225044e-7,0.0021457276,0.06991147],"study_design_scores_gemma":[0.00021422136,0.00004505967,0.97573876,0.000058149024,0.0000067574842,0.00085947715,0.007869116,0.014493958,0.000086779335,0.0002223356,0.00031526675,0.000090086556],"about_ca_topic_score_codex":0.8730972,"about_ca_topic_score_gemma":0.43612188,"teacher_disagreement_score":0.43697527,"about_ca_system_score_codex":0.0000015735162,"about_ca_system_score_gemma":0.000017252903,"threshold_uncertainty_score":0.57416743},"labels":[],"label_agreement":null},{"id":"W2332302692","doi":"10.3997/2214-4609.201412935","title":"A New Finite Difference Eikonal Equation Solver for Anisotropic Medium","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Eikonal equation; Slowness; Wavefront; Ray tracing (physics); Solver; Seismic migration; Isotropy; Mathematical analysis; Physics; Optics; Mathematical optimization; Mathematics; Geophysics","score_opus":0.05461901118409392,"score_gpt":0.24146080970920658,"score_spread":0.18684179852511265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332302692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45609567,0.0012865817,0.4290545,0.022686794,0.003019139,0.0017200611,0.000113599766,0.0018493155,0.08417433],"genre_scores_gemma":[0.96496934,0.000016382091,0.030072045,0.0019136565,0.00034252045,0.0000036404135,0.000047237118,0.000004126584,0.0026310536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999293,0.0000027724416,0.00011354782,0.00017813459,0.00021460223,0.00019788506],"domain_scores_gemma":[0.99957544,0.000049168848,0.000057251378,0.00003898089,0.000118138414,0.00016102371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784727,0.00008807299,0.000092815906,0.00006224883,0.00006949644,0.00007370932,0.00015733107,0.000047122787,0.00023217763],"category_scores_gemma":[0.00019429944,0.00007214936,0.00003127533,0.00010534822,0.000028458015,0.0002465127,0.000009081542,0.00006796359,0.00009797518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001523476,0.000017205326,0.24096535,0.00005684358,0.000015686825,9.575747e-7,0.0019698283,0.000022541022,0.000380984,0.0016165077,0.4881839,0.26661786],"study_design_scores_gemma":[0.0018061355,0.0010191699,0.055969693,0.00009694914,0.00005052017,0.000017682016,0.000899624,0.39664838,0.012662488,0.12145338,0.40874663,0.00062933954],"about_ca_topic_score_codex":0.0008842536,"about_ca_topic_score_gemma":0.0000063130674,"teacher_disagreement_score":0.50887364,"about_ca_system_score_codex":0.000007172656,"about_ca_system_score_gemma":0.00009529754,"threshold_uncertainty_score":0.29421657},"labels":[],"label_agreement":null},{"id":"W2332331640","doi":"10.1190/ist092012-001.169","title":"Full Wave Form Inversion from Topography — The Husky Experience Revisited","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Geology; Geomorphology","score_opus":0.0221141189317852,"score_gpt":0.21702926298893777,"score_spread":0.19491514405715257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332331640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219794,0.0011260282,0.0013214658,0.0013917967,0.0004820488,0.00016273362,0.000025303894,0.0002653279,0.07324587],"genre_scores_gemma":[0.98888636,0.00013685269,0.0025618293,0.007867121,0.00014252585,9.433275e-7,0.00006479167,0.0000019086222,0.0003376489],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992137,0.00004378588,0.00012394007,0.00014374012,0.00020044578,0.0002744209],"domain_scores_gemma":[0.9994681,0.000104726125,0.0000437732,0.00025403145,0.000020645406,0.00010874385],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020816366,0.00009821028,0.00008691742,0.00005704803,0.00022018794,0.000045903795,0.00021116037,0.00004565413,0.0072347233],"category_scores_gemma":[0.000022265964,0.000055188993,0.000067797926,0.00022859422,0.000108416694,0.00047162306,0.000019747427,0.00010865464,0.00034013373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006142535,0.000023916982,0.52532613,0.0000061634755,0.000018769397,0.0000026704245,0.005044103,0.000001322602,0.00032489118,0.0003367344,0.24798718,0.22086668],"study_design_scores_gemma":[0.00023776825,0.0001443999,0.12092839,0.00003727737,0.000024615596,0.000015213026,0.0059018056,0.020741211,0.015945,0.002923797,0.8326931,0.00040743762],"about_ca_topic_score_codex":0.006959466,"about_ca_topic_score_gemma":0.000022618655,"teacher_disagreement_score":0.5847059,"about_ca_system_score_codex":0.000002775217,"about_ca_system_score_gemma":0.0000062266226,"threshold_uncertainty_score":0.9996533},"labels":[],"label_agreement":null},{"id":"W2332370306","doi":"10.1190/1.3255502","title":"Unified compressive sensing framework for simultaneous acquisition with primary estimation","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Compressed sensing; Data acquisition; Computer science; Inversion (geology); Geology; Remote sensing; Algorithm; Seismology","score_opus":0.010268607818828065,"score_gpt":0.2296107922857922,"score_spread":0.21934218446696413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332370306","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03632981,0.00005512056,0.95524716,0.0016574715,0.00006548443,0.00024909683,0.000014279795,0.00031499256,0.0060665724],"genre_scores_gemma":[0.65499324,0.0000032884675,0.33941275,0.0053191395,0.000030875985,1.1736638e-7,0.00015707925,0.0000013816652,0.00008213722],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994636,0.000018469913,0.000094556955,0.00015498401,0.000120856974,0.00014749906],"domain_scores_gemma":[0.9994194,0.00031647194,0.00005462115,0.00010822948,0.000056732195,0.000044555363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079016834,0.00008401001,0.00009569442,0.00004867635,0.00014361866,0.000052588755,0.00006027739,0.000052522242,0.00009236057],"category_scores_gemma":[0.000035124674,0.00006139707,0.00002174295,0.00008803345,0.000033165445,0.00015632786,0.0000015246014,0.000070467955,0.000018829145],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023568307,0.000014211208,0.00037441996,0.000016578253,0.000008309718,0.000015412039,0.00018994031,0.031164918,0.00014766835,0.0010904763,0.0032014004,0.963541],"study_design_scores_gemma":[0.00019534449,0.00037845003,0.0024263586,0.000064541266,0.000013280284,0.000023765457,0.00007555243,0.9591148,0.0042699967,0.031612895,0.0016730415,0.00015196024],"about_ca_topic_score_codex":0.0001753211,"about_ca_topic_score_gemma":0.0000020250502,"teacher_disagreement_score":0.96338904,"about_ca_system_score_codex":0.0000052602836,"about_ca_system_score_gemma":0.000018685156,"threshold_uncertainty_score":0.25037},"labels":[],"label_agreement":null},{"id":"W2332480888","doi":"10.1190/1.3513467","title":"Phase‐shift time stepping for wavefield propagation","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Phase (matter); Computer science; Time shifting; Time stepping; Physics; Telecommunications; Finite element method","score_opus":0.01316061782896593,"score_gpt":0.23946269761471192,"score_spread":0.22630207978574599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332480888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70510435,0.000033362114,0.061965518,0.0069598085,0.0010770235,0.00083450705,0.00006112766,0.0008655125,0.22309875],"genre_scores_gemma":[0.9833575,0.000001375764,0.011810743,0.001999063,0.000116352814,0.0000016364966,0.00008788243,0.0000017966709,0.0026236766],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958897,0.000007600819,0.000086781976,0.0001163304,0.00007339379,0.0001269255],"domain_scores_gemma":[0.9997451,0.000069997164,0.000026962685,0.00009442293,0.00002232062,0.000041222498],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020065457,0.00005277611,0.000057356465,0.000042305433,0.00009915073,0.000038960887,0.00008980329,0.00004339198,0.0038886953],"category_scores_gemma":[0.000040663832,0.000039852857,0.000029104303,0.000047052858,0.000027042557,0.00015960074,0.000002718188,0.00008365808,0.0002992876],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004111986,0.000045039684,0.0026290375,0.000018348293,0.000007932005,9.920095e-7,0.00013848583,0.000004968874,0.009194619,0.00073205837,0.11903953,0.86814785],"study_design_scores_gemma":[0.0011171349,0.0005814507,0.0014296005,0.000014726898,0.000013855698,0.00000982851,0.00006962945,0.46491185,0.1247554,0.007103758,0.39968547,0.00030728764],"about_ca_topic_score_codex":0.00049125514,"about_ca_topic_score_gemma":0.000030434388,"teacher_disagreement_score":0.8678406,"about_ca_system_score_codex":5.88526e-7,"about_ca_system_score_gemma":0.000016775197,"threshold_uncertainty_score":0.9970219},"labels":[],"label_agreement":null},{"id":"W2332559424","doi":"10.1190/1.3513280","title":"Microseismic hypocenter location using nonlinear optimization","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hypocenter; Microseism; Nonlinear system; Computer science; Geology; Seismology; Induced seismicity; Physics","score_opus":0.011997913632813452,"score_gpt":0.21987531852636674,"score_spread":0.2078774048935533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332559424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80123836,0.000040922605,0.18436947,0.0006023656,0.00084302336,0.00012721232,0.000009543442,0.0002776328,0.012491446],"genre_scores_gemma":[0.774443,0.000008240872,0.22247693,0.002555983,0.000093951705,1.14096885e-7,0.00007665537,0.0000025764657,0.0003425909],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995545,0.000012128074,0.000100947094,0.00012782667,0.00008335284,0.00012121249],"domain_scores_gemma":[0.9997381,0.000014182408,0.000033720626,0.000115842624,0.00005424118,0.00004389155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011416702,0.00006263435,0.000051266885,0.00006526833,0.0000949336,0.000047963742,0.000094872696,0.000047341535,0.0027587912],"category_scores_gemma":[0.000018309604,0.000051844654,0.000019351175,0.0001261152,0.000046211233,0.00020268334,0.0000045945067,0.00010699568,0.00014365105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056940367,0.0001005787,0.42612296,0.000045801287,0.000025731859,0.000008259085,0.00035651066,0.25248453,0.016397731,0.00008922852,0.035323165,0.26898855],"study_design_scores_gemma":[0.00007479117,0.0000099749905,0.0017968718,0.000004234151,0.0000035703397,0.000015774478,0.00003076826,0.9793538,0.008244691,0.000059701193,0.010325805,0.0000800217],"about_ca_topic_score_codex":0.0027962746,"about_ca_topic_score_gemma":0.000024454495,"teacher_disagreement_score":0.7268693,"about_ca_system_score_codex":0.0000017534309,"about_ca_system_score_gemma":0.000027269845,"threshold_uncertainty_score":0.99815285},"labels":[],"label_agreement":null},{"id":"W2332741339","doi":"10.1190/segam2014-0160.1","title":"Benefits of frequent seismic monitoring and computer simulations in thermal EOR projects","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thermal; Computer science; Petroleum engineering; Geology; Environmental science; Meteorology; Physics","score_opus":0.020143563390787763,"score_gpt":0.22229795929291507,"score_spread":0.2021543959021273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332741339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964709,0.00006417325,0.0009280126,0.00012449628,0.000083715,0.00006643857,0.0000041919297,0.000037245838,0.002220789],"genre_scores_gemma":[0.99453723,0.000007572151,0.0051467796,0.00021614243,0.000048976417,1.9451414e-7,0.0000051076167,0.0000012193012,0.000036791695],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960554,0.000027518394,0.00010218924,0.00009872327,0.00007123974,0.000094821014],"domain_scores_gemma":[0.99978906,0.00007797681,0.000025808073,0.000067352536,0.000014344487,0.000025468174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114966235,0.00004972317,0.00007483777,0.000077720426,0.00002990606,0.000012652736,0.00005460105,0.00002417163,0.000073427094],"category_scores_gemma":[0.0000075531525,0.00003862716,0.000010752948,0.000069963244,0.000029130448,0.00010103769,0.000007201803,0.000046812875,0.000005351835],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035184914,0.000007022574,0.78601164,0.000010455043,0.0000021080957,1.904701e-7,0.00026752183,0.034216717,0.00008070146,0.000059935388,0.0001218506,0.17921837],"study_design_scores_gemma":[0.0001077055,0.00004793788,0.45110595,0.000028378996,0.0000015796619,0.0000010678152,0.000033672426,0.5426466,0.0055415486,0.00016019252,0.00027271066,0.000052674324],"about_ca_topic_score_codex":0.004164821,"about_ca_topic_score_gemma":0.000026095651,"teacher_disagreement_score":0.5084299,"about_ca_system_score_codex":0.0000014118797,"about_ca_system_score_gemma":0.000006899909,"threshold_uncertainty_score":0.62959915},"labels":[],"label_agreement":null},{"id":"W2332881309","doi":"10.1190/segam2013-1075.1","title":"High-frequency recovery of surface seismic data from autoregressive spectral extrapolation and <i>Q</i>-compensation","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"Suncor Energy Incorporated","keywords":"Extrapolation; Autoregressive model; Wavelet; Noise (video); Attenuation; SIGNAL (programming language); Geology; Algorithm; Computer science; Mathematics; Physics; Statistics; Optics; Artificial intelligence","score_opus":0.02187197776684855,"score_gpt":0.21734222575962092,"score_spread":0.19547024799277238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332881309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99134445,0.00037837605,0.003980396,0.00073809206,0.0001942567,0.00014709833,0.0001953717,0.000091550326,0.0029303902],"genre_scores_gemma":[0.9660931,0.00013579983,0.03212151,0.00047360663,0.000041925316,1.8593148e-7,0.00094064954,0.0000024113833,0.0001907626],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992437,0.00005087198,0.00018821034,0.0002490634,0.00014291782,0.00012526929],"domain_scores_gemma":[0.99935716,0.00012588795,0.00010914086,0.00032049077,0.000036794678,0.000050528874],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013288546,0.000090650385,0.00012809757,0.000043573542,0.00005452776,0.00005263837,0.00021371015,0.000051372004,0.0037273252],"category_scores_gemma":[0.000026281741,0.00007278867,0.00001566018,0.000064911095,0.00007678195,0.0009256381,0.000018651508,0.00007486453,0.00010979425],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041386582,0.00003776562,0.5836858,0.000031303414,0.00006819191,0.0000043987825,0.00037486985,0.0015669751,0.013109113,0.0002561244,0.08465524,0.31616884],"study_design_scores_gemma":[0.00022259155,0.00007498049,0.449569,0.000040809547,0.000017516537,0.000004233932,0.00014822623,0.5144369,0.010586867,0.024315968,0.00039904314,0.00018389834],"about_ca_topic_score_codex":0.15276909,"about_ca_topic_score_gemma":0.00017042833,"teacher_disagreement_score":0.5128699,"about_ca_system_score_codex":0.0000033606036,"about_ca_system_score_gemma":0.000026064485,"threshold_uncertainty_score":0.9971834},"labels":[],"label_agreement":null},{"id":"W2332970862","doi":"10.1190/segam2013-0306.1","title":"Characterizing seismic anisotropy in unconsolidated marine clay using 9C VSP data","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Institut National de la Recherche Scientifique","funders":"","keywords":"Geology; Overburden; Isotropy; Anisotropy; Oil shale; Seismology; Geotechnical engineering; Paleontology; Physics","score_opus":0.040018003004339435,"score_gpt":0.24908525577580892,"score_spread":0.20906725277146948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332970862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831797,0.000034899927,0.0010663886,0.0014921173,0.00022365355,0.00020635327,0.0000665389,0.00022585405,0.013504501],"genre_scores_gemma":[0.97913486,0.000045286346,0.013892098,0.00561087,0.000053915726,5.18796e-7,0.00084987486,0.0000047733106,0.00040780267],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892926,0.00006319985,0.00023195165,0.00032414004,0.00013494884,0.00031650355],"domain_scores_gemma":[0.9993204,0.000043861633,0.000060279242,0.00046218323,0.000025730527,0.000087548884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002412386,0.0001290053,0.00015880095,0.00014823333,0.000079566955,0.00011625377,0.00046355004,0.00006086803,0.008363212],"category_scores_gemma":[0.000026178543,0.00010497205,0.000018460561,0.00023827732,0.000057230736,0.00096807635,0.00010271883,0.00016331968,0.00045883047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024874336,0.00004037783,0.6966762,0.00002739771,0.000020707415,0.000038355472,0.00012491643,0.00022741982,0.008651506,0.000029558892,0.044047084,0.2500916],"study_design_scores_gemma":[0.00018642534,0.000026836096,0.053398635,0.000022337763,0.000004921655,0.00002802312,0.0001040771,0.9244864,0.0033793615,0.0006056138,0.017560998,0.00019634668],"about_ca_topic_score_codex":0.1067071,"about_ca_topic_score_gemma":0.0001631666,"teacher_disagreement_score":0.924259,"about_ca_system_score_codex":0.000007880625,"about_ca_system_score_gemma":0.000044241075,"threshold_uncertainty_score":0.9925433},"labels":[],"label_agreement":null},{"id":"W2332979851","doi":"10.4043/24745-ms","title":"Modelling and Imaging Through a Gas-Obscured Zone in Malaysia","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference-Asia","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Geology; Seismology; Gemology; Amplitude; Overburden; Geophysical imaging; Tectonics; Regional geology; Offset (computer science); Rift; Engineering geology; Geotechnical engineering; Volcanism; Optics; Computer science","score_opus":0.017209745161793594,"score_gpt":0.21674051500557404,"score_spread":0.19953076984378043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332979851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86444485,0.0011464388,0.08831539,0.01317613,0.00020969074,0.0003112819,0.000013956696,0.0009776417,0.031404633],"genre_scores_gemma":[0.9821577,0.0003149364,0.0169694,0.00036679237,0.000028933431,0.0000049329697,0.000029028091,0.000007820866,0.00012046557],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851817,0.00006053644,0.00028903087,0.00049711444,0.00015788843,0.00047726647],"domain_scores_gemma":[0.99937075,0.00006016109,0.000092116505,0.00035513617,0.0000576679,0.00006416699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030234252,0.00023292187,0.0003297385,0.0003964992,0.00012293931,0.0000654515,0.00038054198,0.000210995,0.00033123666],"category_scores_gemma":[0.00004476985,0.00021127767,0.000036688714,0.0004262951,0.0004556434,0.0002773314,0.000049027745,0.0004511263,0.00006595667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040980052,0.000035197812,0.4906836,0.000037540773,0.000018514645,0.000048514674,0.0005357255,0.0015477441,0.00020282982,0.02090131,0.002989927,0.48295814],"study_design_scores_gemma":[0.0004116664,0.0000863913,0.0028468312,0.00010497703,0.00001386469,0.00008772937,0.00086752104,0.9036372,0.0019658431,0.07231891,0.017338917,0.00032020154],"about_ca_topic_score_codex":0.0022829012,"about_ca_topic_score_gemma":0.00012869977,"teacher_disagreement_score":0.9020894,"about_ca_system_score_codex":0.000008345462,"about_ca_system_score_gemma":0.000045300694,"threshold_uncertainty_score":0.86156535},"labels":[],"label_agreement":null},{"id":"W2333032966","doi":"10.1785/0120140204","title":"Development and Testing of a 3D Seismic Velocity Model of the Po Plain Sedimentary Basin, Italy","year":2015,"lang":"en","type":"article","venue":"Bulletin of the Seismological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Structural basin; Seismology; Coastal plain; Sedimentary rock; Sedimentary basin; Geomorphology; Paleontology","score_opus":0.034983170134069,"score_gpt":0.211343537772849,"score_spread":0.17636036763878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333032966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97415614,0.00027282865,0.0022598638,0.020957123,0.00006867136,0.00022749009,0.0000665827,0.000030698695,0.0019606077],"genre_scores_gemma":[0.7830848,0.000022911137,0.19761357,0.019084683,0.0000084446465,7.88042e-7,0.000004524283,0.0000028490376,0.00017743616],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988283,0.000113567716,0.0003615222,0.0001708392,0.0003558433,0.00016992155],"domain_scores_gemma":[0.99901164,0.00023369836,0.00041117825,0.00019310015,0.000095218755,0.000055166965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005600371,0.00012161401,0.00029983086,0.000012408501,0.00010019572,0.0000036440795,0.00040564302,0.00007449375,0.00008046117],"category_scores_gemma":[0.00017755352,0.00006738027,0.00013699793,0.00017400132,0.0010051682,0.00001721019,0.00015322106,0.0001591877,0.0000017497649],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019756916,0.00033378982,0.10783764,0.000297752,0.00022540268,9.885885e-7,0.006346854,0.03465582,0.000690662,0.000017621032,0.57909626,0.27029964],"study_design_scores_gemma":[0.0010308576,0.0006735593,0.04784609,0.00034871043,0.0001088685,0.000026544889,0.0055635897,0.4465153,0.06092331,0.0025604225,0.4339358,0.00046695405],"about_ca_topic_score_codex":0.017151969,"about_ca_topic_score_gemma":1.8983187e-7,"teacher_disagreement_score":0.41185948,"about_ca_system_score_codex":0.000009963818,"about_ca_system_score_gemma":0.000109644294,"threshold_uncertainty_score":0.9893929},"labels":[],"label_agreement":null},{"id":"W2333079220","doi":"10.1190/1.3627782","title":"Anisotropic elastic modeling on a Lebedev grid: Dispersion reduction and grid decoupling","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Grid; Decoupling (probability); Anisotropy; Computer science; Dispersion (optics); Reduction (mathematics); Computational science; Algorithm; Physics; Geometry; Mathematics; Optics; Engineering","score_opus":0.030379230865379008,"score_gpt":0.2095725830064461,"score_spread":0.1791933521410671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333079220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779521,0.00017275466,0.009552822,0.00016861553,0.0007093023,0.0000888606,0.000005245611,0.00022038349,0.011129877],"genre_scores_gemma":[0.9938568,0.00021006419,0.005255769,0.0003409735,0.00015717959,4.6384352e-7,0.000020280835,0.0000032152245,0.00015524274],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993329,0.000016578904,0.00012194005,0.00023319972,0.00011990471,0.00017549415],"domain_scores_gemma":[0.9997438,0.000018849443,0.00002865589,0.00010989688,0.000019152625,0.000079641286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011398067,0.00010039574,0.00008870851,0.00009895686,0.00018041919,0.000030438443,0.00007764986,0.0000457185,0.0009039165],"category_scores_gemma":[0.000014769789,0.00007692911,0.00002634774,0.00007687672,0.00004191053,0.00021860423,0.00000876489,0.000106009255,0.00011323666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000861512,0.0002395252,0.20641227,0.00016154582,0.00009677657,0.00005463695,0.0050902828,0.026954388,0.0016865649,0.0020119145,0.04643913,0.70999146],"study_design_scores_gemma":[0.00016742875,0.00026485784,0.0039646314,0.000047688187,0.000014327975,0.000036641293,0.0006468237,0.9895139,0.0026398092,0.0013923345,0.0011262575,0.00018535141],"about_ca_topic_score_codex":0.00478061,"about_ca_topic_score_gemma":0.000021895214,"teacher_disagreement_score":0.96255946,"about_ca_system_score_codex":0.0000047501394,"about_ca_system_score_gemma":0.0000113976785,"threshold_uncertainty_score":0.9897252},"labels":[],"label_agreement":null},{"id":"W2333111974","doi":"10.1190/1.3513349","title":"Comparison of velocity prediction models for fully saturated carbonate rocks","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Carbonate; Geology; Carbonate rock; Mineralogy; Geochemistry; Materials science; Sedimentary rock; Metallurgy","score_opus":0.026360393527738713,"score_gpt":0.25836927996504316,"score_spread":0.23200888643730444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333111974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8985385,0.000075620264,0.048500583,0.00043839365,0.000853893,0.00033975983,0.0001877178,0.00034612842,0.050719425],"genre_scores_gemma":[0.991274,0.0000033687336,0.008079122,0.00020353416,0.000035229474,0.0000010021946,0.00011191191,0.0000016376245,0.0002901878],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947464,0.00001134874,0.00016193891,0.00012208504,0.000110593515,0.00011940425],"domain_scores_gemma":[0.99966145,0.000050343006,0.00006006307,0.0001019679,0.00008222074,0.00004395658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016060038,0.000063095715,0.000116946976,0.00005102442,0.000069183574,0.000013304744,0.00010424376,0.00007063067,0.00036726563],"category_scores_gemma":[0.000020937909,0.00004913986,0.000037277674,0.00007588659,0.000046737594,0.00014839278,0.0000040158843,0.00012267607,0.000005110363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029640013,0.00009870743,0.43919268,0.000084046806,0.00005184218,6.1207436e-7,0.000829641,0.021941444,0.008218287,0.0007030344,0.119656056,0.40892726],"study_design_scores_gemma":[0.00012936108,0.000087123764,0.009534292,0.0000039863708,0.0000071365735,0.0000011864045,0.00006710212,0.9550668,0.027954886,0.0024830382,0.0046054944,0.00005960505],"about_ca_topic_score_codex":0.0060366606,"about_ca_topic_score_gemma":0.0002702798,"teacher_disagreement_score":0.9331253,"about_ca_system_score_codex":0.0000012463396,"about_ca_system_score_gemma":0.000026338332,"threshold_uncertainty_score":0.91256654},"labels":[],"label_agreement":null},{"id":"W2333148018","doi":"10.1190/segam2012-0548.1","title":"Seismic Acquisition Design Using 3D Target-Oriented Visibility Analysis","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Visibility; Computer science","score_opus":0.027786114089105547,"score_gpt":0.25152315738086,"score_spread":0.22373704329175445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333148018","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32921615,0.00014873939,0.66780704,0.000067403256,0.00016093277,0.00008743974,0.000011775523,0.00018232553,0.0023182123],"genre_scores_gemma":[0.8792125,0.0000051307215,0.1191137,0.0013739136,0.000067167195,3.0213045e-7,0.00008549477,0.0000020217449,0.00013979938],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892306,0.00015967393,0.00018084326,0.000201636,0.0002019991,0.00033275993],"domain_scores_gemma":[0.9994643,0.00007319154,0.00006124219,0.00021939505,0.00004427852,0.00013759403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007991239,0.000111693545,0.00016010852,0.0002146072,0.00016592327,0.000029905686,0.00010222656,0.00005759856,0.007943147],"category_scores_gemma":[0.00002204594,0.00008917215,0.00009582923,0.000699743,0.000054979402,0.0005350767,0.000009012099,0.00007881721,0.0001924714],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025491165,0.0000343526,0.96900916,0.000005024546,0.000091830814,8.346008e-7,0.00016384694,0.019640535,0.00013648756,0.000012796284,0.0030109945,0.00786867],"study_design_scores_gemma":[0.00006382498,0.000025429874,0.091419935,0.0000026191387,0.00011557786,0.000003703931,0.000097175216,0.9012709,0.0046817344,0.0002043113,0.0019795164,0.00013527252],"about_ca_topic_score_codex":0.0063607986,"about_ca_topic_score_gemma":0.0000038825774,"teacher_disagreement_score":0.88163036,"about_ca_system_score_codex":0.0000130019525,"about_ca_system_score_gemma":0.000020925254,"threshold_uncertainty_score":0.99296373},"labels":[],"label_agreement":null},{"id":"W2333437644","doi":"10.1190/1.3513761","title":"Waveform tomography strategy for seismic reflection data from the Queen Charlotte Basin of western Canada","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology; Seismology; Tomography; Waveform; Attenuation; Structural basin; Inversion (geology); Offset (computer science); Reflection (computer programming); Azimuth; Vertical seismic profile; Geodesy; Telecommunications; Paleontology; Physics; Engineering; Optics; Computer science; Tectonics","score_opus":0.03499860391039426,"score_gpt":0.2509749906201791,"score_spread":0.2159763867097848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333437644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98025334,0.00005951179,0.0019376125,0.0062504457,0.000944524,0.0003745869,0.0022607662,0.000109962304,0.007809246],"genre_scores_gemma":[0.99453336,0.000013660174,0.00074976496,0.0031744435,0.00011868044,9.318965e-7,0.00086206314,0.0000027920883,0.0005442898],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932194,0.000025687183,0.00015202546,0.00019441324,0.00015376527,0.00015215452],"domain_scores_gemma":[0.99922615,0.00017415143,0.000069302274,0.00045151587,0.00003383476,0.000045031662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030051384,0.000084858606,0.0001067013,0.000029903389,0.000109481414,0.00003347952,0.00049140805,0.00004327464,0.0005797867],"category_scores_gemma":[0.000020656396,0.00004967664,0.00002770717,0.00010012604,0.000055977674,0.00021233683,0.000016492877,0.00013567011,0.00000552829],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063916676,0.0000086595555,0.47191522,0.000014114178,0.000040478808,0.0000010454125,0.000061731625,0.000029687377,0.00032307126,0.000023115497,0.38258106,0.14493792],"study_design_scores_gemma":[0.0003971096,0.00023633814,0.20917852,0.000021563534,0.00004711775,0.0000070540873,0.00039348047,0.108087644,0.024503207,0.0014069299,0.65544003,0.00028098808],"about_ca_topic_score_codex":0.9800991,"about_ca_topic_score_gemma":0.8541032,"teacher_disagreement_score":0.272859,"about_ca_system_score_codex":0.00000228226,"about_ca_system_score_gemma":0.00014169606,"threshold_uncertainty_score":0.63482577},"labels":[],"label_agreement":null},{"id":"W2333568405","doi":"10.1190/segam2014-0818.1","title":"A multi-stage inversion method for simultaneous source deblending of field data","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Inversion (geology); Computer science; Stage (stratigraphy); Geology; Seismology","score_opus":0.06381700511564269,"score_gpt":0.3154523445717234,"score_spread":0.2516353394560807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333568405","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043212185,0.000028989296,0.99100286,0.00040416885,0.00011529606,0.0001299331,0.00005855242,0.00010875504,0.0038301998],"genre_scores_gemma":[0.47250348,0.00001496429,0.5225406,0.0026563378,0.000030630712,2.825036e-7,0.00012347197,0.0000027852006,0.0021274004],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929965,0.000057198224,0.00014827069,0.00023039382,0.00010554148,0.00015893723],"domain_scores_gemma":[0.9980356,0.0014535518,0.00006802862,0.00035899846,0.000029380051,0.00005440474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005948059,0.00007714036,0.00013037125,0.00007769859,0.00008180529,0.00001632479,0.0004017668,0.000051874275,0.00061623566],"category_scores_gemma":[0.00066444126,0.000060292143,0.000035284684,0.000079529455,0.000023959352,0.00014294383,0.000039617382,0.00006271223,0.000018739245],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057650286,0.00001669092,0.008103779,0.00007543452,0.000012871624,9.443739e-7,0.00011895258,0.0018400988,0.00093823246,0.000052712672,0.034121532,0.9546611],"study_design_scores_gemma":[0.00016416541,0.000095412484,0.00001830296,0.000011856947,0.0000075376784,0.0000013733892,0.0001435367,0.7642814,0.013974919,0.00007190111,0.22116071,0.000068862886],"about_ca_topic_score_codex":0.008614936,"about_ca_topic_score_gemma":0.00013142588,"teacher_disagreement_score":0.9545922,"about_ca_system_score_codex":0.0000014030597,"about_ca_system_score_gemma":0.000012769293,"threshold_uncertainty_score":0.9979868},"labels":[],"label_agreement":null},{"id":"W2333629997","doi":"10.1190/1.3627924","title":"On the accuracy of data‐driven free surface multiple prediction","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Multiple; Subtraction; Computer science; Deconvolution; Amplitude; Field (mathematics); Algorithm; Arithmetic; Mathematics; Physics; Optics","score_opus":0.07795398215888229,"score_gpt":0.2359788348642809,"score_spread":0.15802485270539862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333629997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8535666,0.000072125324,0.0030245425,0.0013175512,0.00032380875,0.00027105497,0.0006886002,0.00027157355,0.14046414],"genre_scores_gemma":[0.99364704,0.000038384227,0.005176893,0.00081108086,0.000013869504,1.2831602e-7,0.00007447575,0.0000012339387,0.00023690372],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951655,0.000040277806,0.000099942816,0.00012835741,0.00012760844,0.00008724645],"domain_scores_gemma":[0.9989852,0.0003454736,0.000048872273,0.0005766884,0.000019010984,0.000024757277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023753337,0.000050100636,0.00005366658,0.000019162564,0.000063229185,0.000008005602,0.0005888362,0.000023616736,0.004003392],"category_scores_gemma":[0.00021410306,0.000027754262,0.000016632155,0.00006723847,0.000065065215,0.0002517605,0.000032513002,0.000069098125,0.00011311238],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061016028,0.000038916984,0.29102919,0.00000780939,0.000020264548,0.0000013671587,0.00046568766,0.00015995973,0.00011601114,0.00054512214,0.6706215,0.036933165],"study_design_scores_gemma":[0.00036707954,0.0003290419,0.16465752,0.0000407024,0.000019040179,0.0000048821107,0.00066688965,0.76492095,0.029702656,0.0074981214,0.031619392,0.00017371065],"about_ca_topic_score_codex":0.014257697,"about_ca_topic_score_gemma":0.00010999916,"teacher_disagreement_score":0.76476103,"about_ca_system_score_codex":8.1494335e-7,"about_ca_system_score_gemma":0.000012954651,"threshold_uncertainty_score":0.99690706},"labels":[],"label_agreement":null},{"id":"W2333679145","doi":"10.1190/segam2012-0817.1","title":"Anisotropy estimation for a simulated fractured medium using traveltime inversion: A physical modeling study","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Anisotropy; Inversion (geology); Vertical seismic profile; Geology; Orthorhombic crystal system; Mineralogy; Seismology; Physics; Optics","score_opus":0.043406295657458946,"score_gpt":0.29315646603009987,"score_spread":0.2497501703726409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333679145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7864184,0.000033119453,0.21253638,0.000112812195,0.00016361394,0.0003689212,0.000008024596,0.00017046832,0.00018827732],"genre_scores_gemma":[0.9687504,8.7663034e-7,0.030382928,0.000601269,0.00016315054,7.958394e-7,0.00005516702,0.000004928914,0.000040483766],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913454,0.000045509525,0.00014993886,0.00017268406,0.00021033692,0.00028700332],"domain_scores_gemma":[0.9995679,0.00008963236,0.000047802918,0.00012667528,0.00004806497,0.00011990139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025050252,0.00012722137,0.00015870783,0.00008375008,0.00019616638,0.00003702734,0.000109091336,0.000049997147,0.0003063942],"category_scores_gemma":[0.000043671724,0.00009771159,0.000060428127,0.00013375,0.000022881799,0.0004930594,0.000008441195,0.00008916302,0.000041121282],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040840247,0.0008121446,0.06845778,0.000053167925,0.00013169656,0.000004460735,0.013478239,0.83882076,0.0014671619,0.000048907907,0.00554218,0.07077509],"study_design_scores_gemma":[0.00041033266,0.0001537005,0.0007031926,0.000007278705,0.00004198774,0.0000021332114,0.0007523849,0.9957418,0.0013163693,0.0005076696,0.00022066725,0.00014247635],"about_ca_topic_score_codex":0.0027111932,"about_ca_topic_score_gemma":0.000004462781,"teacher_disagreement_score":0.18233202,"about_ca_system_score_codex":0.000009163136,"about_ca_system_score_gemma":0.000027073882,"threshold_uncertainty_score":0.40985313},"labels":[],"label_agreement":null},{"id":"W2333706744","doi":"10.1190/segam2012-0269.1","title":"A comparison of 5D reconstruction methods","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Geology","score_opus":0.07436235892880018,"score_gpt":0.3543787889820845,"score_spread":0.28001643005328436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333706744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5166353,0.0014759727,0.088058926,0.0002878784,0.001267493,0.00009909707,0.0000058760174,0.0002331189,0.39193633],"genre_scores_gemma":[0.78790593,0.00000879846,0.21173474,0.00016561834,0.000027549417,7.939466e-8,0.0000035816581,4.887499e-7,0.00015318653],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963415,0.00005852406,0.00010877871,0.000045367586,0.00005429215,0.00009890785],"domain_scores_gemma":[0.99977946,0.00005887942,0.000043151624,0.00006593852,0.000012165205,0.000040397394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034499724,0.000033633158,0.00008338337,0.000044884473,0.000027689324,0.00000407714,0.00004832693,0.000023858654,0.0033906307],"category_scores_gemma":[0.000015467493,0.000025072772,0.000023241302,0.00007359959,0.000043076536,0.0001586813,0.0000025604384,0.0000422576,0.00006104787],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015280193,0.000003474846,0.43908015,0.0000018363666,0.0000014413541,9.20828e-9,0.000055852568,0.0000018535503,0.00010263558,0.000034255187,0.003235184,0.55748177],"study_design_scores_gemma":[0.00015793194,0.00013900506,0.24111326,0.000022749267,0.000022336713,0.000063514315,0.0019319621,0.08397473,0.47664303,0.0019069209,0.19379409,0.00023048386],"about_ca_topic_score_codex":0.0014312208,"about_ca_topic_score_gemma":0.000003389637,"teacher_disagreement_score":0.5572513,"about_ca_system_score_codex":9.181677e-7,"about_ca_system_score_gemma":0.0000050946055,"threshold_uncertainty_score":0.9975204},"labels":[],"label_agreement":null},{"id":"W2333969726","doi":"10.1190/segam2012-1475.1","title":"Full waveform inversion algorithm using Common Scatter Point (CSP) gathers","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Algorithm; Computer science; Waveform; Geology; Telecommunications; Radar","score_opus":0.02254013023405762,"score_gpt":0.23334638446858658,"score_spread":0.21080625423452895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333969726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8987945,0.00031709782,0.015167196,0.0016692131,0.0011573462,0.00023073268,0.000020381349,0.00046879708,0.08217477],"genre_scores_gemma":[0.9557595,0.000022609825,0.034940608,0.008417914,0.00017438259,2.4512934e-7,0.000052603482,0.000005366423,0.0006267685],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990792,0.000041562515,0.00015043387,0.00014320135,0.00019864431,0.00038694777],"domain_scores_gemma":[0.9995452,0.00003214337,0.00005134494,0.0001804867,0.00001952501,0.00017128086],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033857138,0.00012578111,0.00012336153,0.00010494443,0.0001681138,0.00003684621,0.00015186972,0.000065875945,0.0066077267],"category_scores_gemma":[0.000005112864,0.00009281895,0.000063696694,0.00012880866,0.000079488265,0.00062749104,0.000020930482,0.0001282649,0.0010488289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028345037,0.00003930805,0.16762117,0.000014494832,0.000018593211,0.0000045524234,0.000632714,0.00003433192,0.00035883748,0.00002519632,0.061018795,0.77020365],"study_design_scores_gemma":[0.00048194628,0.00025806602,0.014766055,0.000063030086,0.00004265288,0.00015907461,0.002101718,0.81530565,0.026765892,0.0011222879,0.13822336,0.0007102746],"about_ca_topic_score_codex":0.009782942,"about_ca_topic_score_gemma":0.000021720141,"teacher_disagreement_score":0.8152713,"about_ca_system_score_codex":0.000015165485,"about_ca_system_score_gemma":0.000013893844,"threshold_uncertainty_score":0.999729},"labels":[],"label_agreement":null},{"id":"W2334094151","doi":"10.3997/2214-4609.201413448","title":"Matrix Completion on Unstructured Grids - 2-D Seismic Data Regularization and Interpolation","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Regularization (linguistics); Interpolation (computer graphics); Minification; Grid; Computer science; Matrix completion; Algorithm; Matrix (chemical analysis); Regular grid; Data mining; Geology; Artificial intelligence; Geodesy","score_opus":0.041959009558234665,"score_gpt":0.2580309925081469,"score_spread":0.2160719829499122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334094151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94992137,0.0003279321,0.010094028,0.005590325,0.0007565319,0.00044675745,0.00012962344,0.00068512716,0.032048326],"genre_scores_gemma":[0.9938681,0.000018296256,0.0044388724,0.0009042223,0.00010078601,3.2173233e-7,0.0004658561,0.0000031783543,0.00020036688],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935824,0.000008209316,0.00011098686,0.00023313017,0.00018161463,0.000107842214],"domain_scores_gemma":[0.99968547,0.000011379836,0.000065867076,0.000096256066,0.00006652702,0.00007448875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029312386,0.00008107595,0.000080428224,0.00009562251,0.0000762731,0.00009937194,0.0001693192,0.000046993744,0.000051550825],"category_scores_gemma":[0.0000809201,0.00006886612,0.000007565138,0.0001280549,0.000050711373,0.00052133325,0.000026530599,0.00008613137,0.000034137025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002936994,0.000024139397,0.3027663,0.00010180972,0.000023870214,0.0000023369735,0.0019809639,0.00013285936,0.0008333601,0.003374493,0.40253806,0.2879281],"study_design_scores_gemma":[0.00025175104,0.00013378459,0.013440881,0.00003797632,0.000011163474,0.000029627829,0.0003014824,0.9256069,0.0006147626,0.009922573,0.04951651,0.00013257469],"about_ca_topic_score_codex":0.00044629254,"about_ca_topic_score_gemma":0.0000021269404,"teacher_disagreement_score":0.92547405,"about_ca_system_score_codex":0.000005775707,"about_ca_system_score_gemma":0.000015088464,"threshold_uncertainty_score":0.28082788},"labels":[],"label_agreement":null},{"id":"W2334122889","doi":"10.1071/aseg2003ab171","title":"A high resolution gravity survey near McArthur River uranium deposit, Athabasca Basin, Canada","year":2003,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cameco (Canada); Geological Survey of Canada","funders":"","keywords":"Geology; Basement; Unconformity; Structural basin; Gravity anomaly; Geomorphology; Trough (economics); Overburden; Uranium; Geochemistry; Seismology; Paleontology","score_opus":0.011507094765574514,"score_gpt":0.19892972894393326,"score_spread":0.18742263417835875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334122889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934385,0.00028512522,0.00016226673,0.000284832,0.0008016559,0.00017966407,0.00033969167,0.00014801526,0.0043602893],"genre_scores_gemma":[0.9944828,0.0000370397,0.0028946735,0.0018007277,0.00004376989,0.0000010589704,0.0003896766,0.000007907214,0.00034230825],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980332,0.00029697068,0.0003084428,0.00039977167,0.00045525024,0.0005063559],"domain_scores_gemma":[0.99894994,0.0002065313,0.00013762976,0.00034335002,0.00010701443,0.00025554537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007495863,0.00022041854,0.0002245157,0.000057793044,0.00038272992,0.00009482784,0.00021811556,0.00010315663,0.0005533394],"category_scores_gemma":[0.00024617885,0.00020244236,0.000065661734,0.00023920873,0.00013313656,0.00029636425,0.000009106304,0.000285602,0.00014646999],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020929481,0.00018789373,0.30707875,0.00006252218,0.000110189634,0.000694474,0.00024336,0.0032629967,0.000054400523,0.00031290567,0.5208961,0.16688712],"study_design_scores_gemma":[0.00024363754,0.000055446082,0.95838577,0.000018537748,0.000014456892,0.000057143952,0.000027452015,0.001143707,0.0051170625,0.0005117915,0.03416125,0.00026373172],"about_ca_topic_score_codex":0.98678577,"about_ca_topic_score_gemma":0.69185483,"teacher_disagreement_score":0.65130705,"about_ca_system_score_codex":0.00003825813,"about_ca_system_score_gemma":0.00045906779,"threshold_uncertainty_score":0.825536},"labels":[],"label_agreement":null},{"id":"W2334231890","doi":"10.1190/segam2013-0987.1","title":"Acoustic full waveform inversion using reflection energy: A case study from the Ekofisk LoFS ocean bottom data set","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Ocean bottom; Inversion (geology); Geology; Reflection (computer programming); Waveform; Seismology; Acoustics; Energy (signal processing); Computer science; Telecommunications; Statistics; Mathematics; Physics","score_opus":0.06703482855646989,"score_gpt":0.27262762308712013,"score_spread":0.20559279453065024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334231890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953585,0.000048786318,0.0023030213,0.00043808582,0.0003060797,0.0002358118,0.00008316317,0.00020372955,0.0010227936],"genre_scores_gemma":[0.99457604,0.00002077034,0.0014661804,0.003156885,0.00019820512,4.709917e-7,0.00032872157,0.0000054657676,0.00024725922],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987743,0.00013777817,0.00018386797,0.00039068126,0.00026776883,0.00024563196],"domain_scores_gemma":[0.9988844,0.00016768163,0.000080436934,0.00072097,0.000048268375,0.00009826211],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032183417,0.00015798793,0.00013332853,0.00007437025,0.0004842353,0.0001799768,0.00047180627,0.000055791326,0.0018771506],"category_scores_gemma":[0.000035558143,0.00009379449,0.000031270534,0.00023563848,0.000067838075,0.0008141092,0.00010264961,0.00018843742,0.00017366024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007009704,0.00014878054,0.2803409,0.000010264285,0.0001178208,0.0005263208,0.0040574367,0.00058430125,0.00051224494,0.0000022768752,0.5653727,0.14825687],"study_design_scores_gemma":[0.00022249957,0.00019684,0.0013679599,0.000011710773,0.00006730447,0.00031615963,0.017540867,0.9757547,0.00021392567,0.0003563279,0.0037679186,0.0001838291],"about_ca_topic_score_codex":0.62898535,"about_ca_topic_score_gemma":0.005965572,"teacher_disagreement_score":0.9751704,"about_ca_system_score_codex":0.000016337724,"about_ca_system_score_gemma":0.000046194964,"threshold_uncertainty_score":0.99903524},"labels":[],"label_agreement":null},{"id":"W2334530372","doi":"10.1190/1.3513540","title":"Sparsity‐promoting migration from surface‐related multiples","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multiple; Inversion (geology); Robustness (evolution); Computer science; Seismic migration; Norm (philosophy); Algorithm; Geology; Seismology; Arithmetic; Mathematics","score_opus":0.010201084361452282,"score_gpt":0.19401166684854243,"score_spread":0.18381058248709015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334530372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846033,0.000032872867,0.00020549665,0.0010412835,0.00040755415,0.00006075583,0.000020324012,0.00032281128,0.013305612],"genre_scores_gemma":[0.9834806,0.000011338822,0.015154532,0.00052041345,0.0000412582,7.077992e-8,0.00017360222,0.0000019072493,0.0006162814],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941695,0.000025796135,0.00012471493,0.00017363341,0.00011711035,0.00014181387],"domain_scores_gemma":[0.99964815,0.000090540205,0.00004310153,0.00013417185,0.00002100308,0.00006304845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017804847,0.00007637842,0.00007630849,0.000031848926,0.0001221281,0.000052237898,0.00012798265,0.00007320739,0.006945671],"category_scores_gemma":[0.000046198686,0.00006084569,0.00003237825,0.0000876923,0.00004911238,0.00020527968,0.0000067796263,0.00018793806,0.00064461207],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049778423,0.0000108956965,0.9086388,0.0000018299104,0.000008478895,0.0000034942277,0.0005477112,0.00007736006,0.015168731,0.000034816476,0.0073105497,0.06819236],"study_design_scores_gemma":[0.00023817786,0.00003937226,0.19624364,0.00001260693,0.000011118799,0.0000069491916,0.00032813885,0.6587395,0.108567715,0.0028875114,0.03267119,0.00025407592],"about_ca_topic_score_codex":0.045963448,"about_ca_topic_score_gemma":0.0024329734,"teacher_disagreement_score":0.71239513,"about_ca_system_score_codex":9.020621e-7,"about_ca_system_score_gemma":0.000011876843,"threshold_uncertainty_score":0.9939621},"labels":[],"label_agreement":null},{"id":"W2334735746","doi":"10.1190/segam2012-1552.1","title":"Imaging with multiples accelerated by message passing","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Multiple; Solver; Inversion (geology); Computer science; Algorithm; Least-squares function approximation; Operator (biology); Mathematical optimization; Geology; Mathematics; Seismology; Arithmetic; Statistics","score_opus":0.018439335922586005,"score_gpt":0.21991962275361965,"score_spread":0.20148028683103364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334735746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6936085,0.0028426594,0.016949603,0.0029191687,0.0004138121,0.00025932983,0.00004802666,0.0014456769,0.28151318],"genre_scores_gemma":[0.9901754,0.000017334092,0.006088252,0.0026753198,0.000042145886,4.464982e-7,0.00006325499,0.0000034271702,0.0009344042],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993274,0.0000306128,0.00008615495,0.00011866469,0.00013312908,0.00030402266],"domain_scores_gemma":[0.9996965,0.000043603923,0.000032842385,0.00010140183,0.000018974777,0.000106663974],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016691006,0.00009524178,0.00008020884,0.000044360713,0.00014541355,0.00007552845,0.00009982429,0.00001968497,0.002541719],"category_scores_gemma":[0.000008983372,0.00006158284,0.000016520265,0.00011881093,0.00006364689,0.0006148215,0.0000055057553,0.00008088417,0.00013591666],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008647227,0.0000107589785,0.77556014,0.0000031311135,0.0000051809097,0.0000016288757,0.00010861409,0.000005764109,0.0005903211,0.000009075499,0.10629988,0.11739687],"study_design_scores_gemma":[0.0008519822,0.00008232918,0.179601,0.00007359539,0.00003432575,0.00009794811,0.002420597,0.10841384,0.146801,0.000105298874,0.56061614,0.00090194924],"about_ca_topic_score_codex":0.0037025337,"about_ca_topic_score_gemma":0.000011732345,"teacher_disagreement_score":0.5959591,"about_ca_system_score_codex":0.0000027216113,"about_ca_system_score_gemma":0.000010831826,"threshold_uncertainty_score":0.9983701},"labels":[],"label_agreement":null},{"id":"W2334738379","doi":"10.2523/100307-ms","title":"Permeability Determination of the PL19-3 Field for Geologic Model Input","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPE EUROPEC/EAGE Annual Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Citation; Geology; Exhibition; Library science; Archaeology; Art history; Computer science; Information retrieval; History","score_opus":0.017838464740189033,"score_gpt":0.2181318360569871,"score_spread":0.20029337131679809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334738379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849038,0.000040367562,0.003186925,0.0008098683,0.000040379757,0.00021964777,0.00006369801,0.000032074648,0.0107032405],"genre_scores_gemma":[0.99683726,0.000049439033,0.002499504,0.00031973817,0.000038568684,0.0000016998572,0.000015221504,0.0000020949847,0.00023647473],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993525,0.000007142189,0.00021399828,0.00017746008,0.00013008996,0.00011879363],"domain_scores_gemma":[0.99937433,0.00004654743,0.00015731121,0.000051287145,0.000349762,0.00002073548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002562523,0.00008464664,0.0001228785,0.00004937202,0.00008989026,0.0000281869,0.00012989194,0.00005199186,0.000046585006],"category_scores_gemma":[0.00011002158,0.00005984965,0.000046729612,0.00008375523,0.00014339651,0.0003665963,0.000022164935,0.00007570266,0.0000011487324],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073545636,0.0002819211,0.40316886,0.0015768476,0.000019088675,0.0000016730471,0.006056644,0.00024072579,0.05787589,0.013968575,0.03890035,0.47717398],"study_design_scores_gemma":[0.0007363129,0.0012192236,0.100308985,0.00030681022,0.00006651873,0.000017039998,0.00218517,0.37868813,0.35323253,0.1608251,0.0019846708,0.0004295211],"about_ca_topic_score_codex":0.0004924355,"about_ca_topic_score_gemma":0.000010698386,"teacher_disagreement_score":0.47674447,"about_ca_system_score_codex":0.000002135399,"about_ca_system_score_gemma":0.000018491883,"threshold_uncertainty_score":0.2440598},"labels":[],"label_agreement":null},{"id":"W2334771867","doi":"10.1071/aseg2004ab077","title":"Reservoir characterisation of the Flag Sandstone, Barrow Sub-basin, using an integrated, multi-parameter seismic AVO inversion technique","year":2004,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology; Structural basin; Flag (linear algebra); Inversion (geology); Seismology; Geomorphology; Mathematics","score_opus":0.027367969085746645,"score_gpt":0.2461895324824623,"score_spread":0.21882156339671566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334771867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99472165,0.000046821937,0.003611389,0.00045367167,0.00030330138,0.00041847973,0.00009421304,0.00015971555,0.00019073971],"genre_scores_gemma":[0.98791635,0.000029164117,0.010559118,0.0012294131,0.000045499535,0.0000028624036,0.00017388636,0.000011916025,0.000031793003],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983522,0.00015636101,0.00043204604,0.00036957316,0.000355257,0.00033451954],"domain_scores_gemma":[0.99883616,0.000069710084,0.0003287637,0.000499518,0.00012663659,0.00013922488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005976084,0.00023488824,0.00023710124,0.00019688625,0.00025566068,0.00006211685,0.00042948412,0.00019588962,0.00013326042],"category_scores_gemma":[0.00015952019,0.00016970262,0.0001215373,0.00034939544,0.00023152055,0.00075532624,0.000027802664,0.00041261676,0.0000310733],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083566457,0.0014585045,0.03570983,0.00038632838,0.00016013742,0.00019062156,0.0031944828,0.11717483,0.22903217,0.00006837215,0.005929313,0.60585976],"study_design_scores_gemma":[0.00053246674,0.00015147848,0.25909615,0.00024337207,0.000029758585,0.000069450805,0.0002880084,0.032790918,0.70366305,0.0011985381,0.0016404012,0.00029640616],"about_ca_topic_score_codex":0.01597467,"about_ca_topic_score_gemma":0.00023184596,"teacher_disagreement_score":0.60556334,"about_ca_system_score_codex":0.000047173096,"about_ca_system_score_gemma":0.00021596963,"threshold_uncertainty_score":0.99057806},"labels":[],"label_agreement":null},{"id":"W2334793820","doi":"","title":"Time-lapse seismic and AVO modelling, White Rose Field, Newfoundland","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rose (mathematics); Geology; Saturation (graph theory); Oil field; Fossil fuel; Petroleum engineering; Residual; Seismology; Chemistry","score_opus":0.012665849650015515,"score_gpt":0.20545283967214434,"score_spread":0.19278699002212882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334793820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75606364,0.00059073075,0.036101446,0.00426533,0.00019238613,0.00015203175,0.0000108875165,0.00042480283,0.20219877],"genre_scores_gemma":[0.95215553,0.0005744429,0.003885584,0.0114630135,0.00008945426,4.4949624e-7,0.000035040994,0.000004150886,0.031792346],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993133,0.000024876115,0.0001194624,0.00020892054,0.00011870354,0.00021473767],"domain_scores_gemma":[0.99963766,0.00006006935,0.000028158427,0.00014643843,0.000019707406,0.00010794673],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014752636,0.0001073174,0.00011100746,0.00007206214,0.00012596392,0.00007425471,0.00011037886,0.000060986535,0.005257004],"category_scores_gemma":[0.000008709207,0.000084166066,0.000028805312,0.000098024524,0.000056782657,0.00022726659,0.000010727995,0.00010770409,0.00052639976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110444096,0.000029576264,0.43625057,0.000017844613,0.000023009194,0.000060969916,0.0005224049,0.023919586,0.000018692408,0.000048648875,0.2769456,0.26205266],"study_design_scores_gemma":[0.00014584594,0.00008083049,0.0011710116,0.000008725764,0.000005921288,0.000055542143,0.000046329493,0.8477529,0.000071246046,0.0012858385,0.14924446,0.0001313134],"about_ca_topic_score_codex":0.009614174,"about_ca_topic_score_gemma":0.00012767338,"teacher_disagreement_score":0.82383335,"about_ca_system_score_codex":0.0000023580485,"about_ca_system_score_gemma":0.000014729388,"threshold_uncertainty_score":0.9969809},"labels":[],"label_agreement":null},{"id":"W2334876157","doi":"10.1190/1.3628016","title":"Enhancing the inversion of migration velocity by implementation of tilt effects on CSP data","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Offset (computer science); Geology; Geodesy; Tilt (camera); Computer science; Geometry; Seismology; Mathematics; Operating system","score_opus":0.030781803626518885,"score_gpt":0.25395181346867207,"score_spread":0.22317000984215318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334876157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947778,0.00004444987,0.001729078,0.00031797835,0.000090887035,0.00013711768,0.00005256091,0.000027163158,0.0028229512],"genre_scores_gemma":[0.9976366,0.00003591674,0.0014493767,0.00061969337,0.000008914617,2.3623598e-7,0.00020760318,9.4188323e-7,0.00004070308],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994895,0.0000575984,0.00013695001,0.00010675698,0.00013968642,0.000069517715],"domain_scores_gemma":[0.9995446,0.000096473035,0.00009348105,0.00022675918,0.000021588316,0.000017072229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033201516,0.00004713838,0.00006488991,0.000034302804,0.000048175687,0.000004092396,0.00021723517,0.000020643629,0.00064793846],"category_scores_gemma":[0.000021279735,0.00002916456,0.000015022214,0.00008054091,0.000035578647,0.00017451149,0.00001626633,0.000039668168,0.000015674197],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005440522,0.000027545462,0.1168458,0.00007511615,0.000021626804,4.1655937e-7,0.002336438,0.0000018392079,0.014100166,0.00007016199,0.16056298,0.7059035],"study_design_scores_gemma":[0.00009712705,0.00017773983,0.021086872,0.000017979975,0.000009775676,2.6707198e-7,0.0008016763,0.0065892083,0.96945757,0.00020634237,0.0015139249,0.000041530002],"about_ca_topic_score_codex":0.03723984,"about_ca_topic_score_gemma":0.00063328206,"teacher_disagreement_score":0.9553574,"about_ca_system_score_codex":0.0000017766415,"about_ca_system_score_gemma":0.000015968824,"threshold_uncertainty_score":0.9691713},"labels":[],"label_agreement":null},{"id":"W2334986039","doi":"10.1190/segam2015-5923716.1","title":"High fidelity seismic trace interpolation","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; TRACE (psycholinguistics); Regularization (linguistics); Permission; Interpolation (computer graphics); Algorithm; Seismic survey; Geology; Computer graphics (images); Seismology; Artificial intelligence","score_opus":0.025303222392264568,"score_gpt":0.23282309130928658,"score_spread":0.207519868917022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334986039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8166951,0.00026793653,0.053186994,0.0049251555,0.0009456338,0.00014229852,0.000022664053,0.0007167627,0.12309744],"genre_scores_gemma":[0.9867443,0.000005125347,0.008403233,0.0030386578,0.000051912783,1.760989e-7,0.000035159614,0.0000011380671,0.0017203174],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999511,0.000033470173,0.00010420767,0.00011640036,0.00012514644,0.000109781344],"domain_scores_gemma":[0.9997143,0.000024795245,0.000026824138,0.00010773552,0.00003665172,0.00008966403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027062316,0.000055845805,0.000063367675,0.00004284623,0.000041667805,0.00003087505,0.00009975467,0.000030815445,0.0016838552],"category_scores_gemma":[0.00003641032,0.000042846008,0.000020798716,0.00008078625,0.00003218408,0.00022868277,0.000004916148,0.000065617925,0.00067609554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041047893,0.000014234249,0.06742445,0.000005088814,0.0000070025667,0.0000060092607,0.00036802163,0.0011799277,0.000028070624,0.00022346647,0.5824956,0.3482071],"study_design_scores_gemma":[0.00023896035,0.00011502232,0.017788406,0.000008270555,0.00000545223,0.00001817043,0.00062946096,0.8117453,0.002018787,0.013920014,0.1533437,0.00016845734],"about_ca_topic_score_codex":0.023503209,"about_ca_topic_score_gemma":0.000051190204,"teacher_disagreement_score":0.81056535,"about_ca_system_score_codex":0.0000036997471,"about_ca_system_score_gemma":0.000028727816,"threshold_uncertainty_score":0.9992287},"labels":[],"label_agreement":null},{"id":"W2335061744","doi":"10.2118/177597-ms","title":"Improved Fracture Characterization by Utilizing Seismic-Derived Attributes including Anisotropy and Diffraction Imaging in a Giant Offshore Carbonate Field, UAE","year":2015,"lang":"en","type":"article","venue":"Abu Dhabi International Petroleum Exhibition and Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ExxonMobil (Canada)","funders":"Abu Dhabi National Oil Company","keywords":"Geology; Overburden; Borehole; Anisotropy; Seismology; Fracture (geology); Petrophysics; Gemology; Submarine pipeline; Carbonate; Petrology; Wireline; Engineering geology; Geotechnical engineering; Tectonics; Materials science; Engineering; Porosity","score_opus":0.01856902866684908,"score_gpt":0.23329044311959235,"score_spread":0.21472141445274326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335061744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9608946,0.00026700832,0.020262659,0.015699986,0.00033840237,0.00013640872,0.00010798218,0.00011850842,0.0021744377],"genre_scores_gemma":[0.99422884,0.00040151627,0.0002602348,0.0041881255,0.00006652408,0.0000047657213,0.0007126947,0.0000053258727,0.00013196326],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989422,0.000062218685,0.00024840402,0.00033110208,0.00021856185,0.00019752387],"domain_scores_gemma":[0.99945545,0.000082833045,0.0001437308,0.00008204137,0.00012037905,0.00011559263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021698006,0.00016603243,0.00015766699,0.00016569988,0.00010593747,0.00019967191,0.00011376654,0.000077611374,0.00017269445],"category_scores_gemma":[0.00009335356,0.00015892442,0.000025115116,0.00007402367,0.0000703927,0.0007215731,0.00003461795,0.00022299944,0.0000050971785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006191601,0.00012921228,0.5857841,0.000060302955,0.00005414699,0.00004910758,0.0024177327,0.00024094619,0.19525002,0.0005364512,0.009989388,0.20486946],"study_design_scores_gemma":[0.00093418255,0.00010108683,0.12283614,0.00012610698,0.00000968823,0.000037521913,0.0013058458,0.8550322,0.006754199,0.0011584648,0.011423783,0.00028075132],"about_ca_topic_score_codex":0.0025931362,"about_ca_topic_score_gemma":0.00006903589,"teacher_disagreement_score":0.8547913,"about_ca_system_score_codex":0.000030191191,"about_ca_system_score_gemma":0.000041065385,"threshold_uncertainty_score":0.6480749},"labels":[],"label_agreement":null},{"id":"W2335161216","doi":"10.1190/segam2015-5861135.1","title":"Using well logs to estimate the effect of fine layering on Q estimation","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Layering; Estimation; Computer science; Geology; Engineering; Systems engineering","score_opus":0.031143701168872297,"score_gpt":0.30031725945510834,"score_spread":0.26917355828623607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335161216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95101285,0.000033591044,0.022882067,0.00071363826,0.0001845672,0.00016496707,0.0000029687835,0.00010040546,0.02490496],"genre_scores_gemma":[0.9831369,3.3164545e-7,0.01625199,0.0004298282,0.000015900918,2.9506137e-7,0.0000054651173,0.0000015471207,0.00015776993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955183,0.000043919314,0.000086341446,0.00008477788,0.00013513086,0.0000979828],"domain_scores_gemma":[0.9996828,0.00010427265,0.00002962718,0.00011584908,0.000015717178,0.00005173643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004297261,0.00006058724,0.0000795658,0.000049146012,0.00004587825,0.0000177605,0.000103115,0.0000173952,0.00017464155],"category_scores_gemma":[0.000085387765,0.000033018227,0.000018903263,0.00010714908,0.000023861814,0.000069828384,0.0000081101,0.000044894845,0.00017596906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015611429,0.000006983718,0.075526096,0.000031304095,0.000009797933,0.000003957394,0.00029113863,0.596676,0.00037025986,0.00007895601,0.029633446,0.29721597],"study_design_scores_gemma":[0.00011545941,0.0004346881,0.0020018115,0.000029229666,0.000006426497,0.0000046322843,0.000013729816,0.93423426,0.06043417,0.00017691715,0.0024923664,0.000056293335],"about_ca_topic_score_codex":0.003309529,"about_ca_topic_score_gemma":0.000019210142,"teacher_disagreement_score":0.3375583,"about_ca_system_score_codex":0.0000035668302,"about_ca_system_score_gemma":0.000009941264,"threshold_uncertainty_score":0.500304},"labels":[],"label_agreement":null},{"id":"W2335290074","doi":"10.1190/segj102011-001.16","title":"Waveform Tomography Imaging of a Megasplay Fault System in the Seismogenic Nankai Subduction Zone","year":2011,"lang":"en","type":"article","venue":"Proceedings of the 10th SEGJ International Symposium, Kyoto, Japan, 20-22 November 2011","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Japan Agency for Marine-Earth Science and Technology","keywords":"Seismology; Subduction; Geology; Tomography; Waveform; Fault (geology); Tectonics; Medicine; Engineering; Radiology; Electrical engineering","score_opus":0.010431163225681567,"score_gpt":0.19602467502217535,"score_spread":0.18559351179649378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335290074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8756468,0.00027485978,0.00006439202,0.0013587325,0.001220696,0.00064611714,0.0001032023,0.000111641566,0.12057352],"genre_scores_gemma":[0.99795634,0.000040492905,0.000581539,0.0006162532,0.00012981414,0.00001473424,0.000016813032,0.000012722429,0.0006312796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997716,0.0000293051,0.0006342551,0.00036600797,0.0009154764,0.00033891763],"domain_scores_gemma":[0.99855274,0.000048712795,0.0005896392,0.00022688416,0.0005218015,0.00006020041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00116054,0.00025880866,0.00028251144,0.0003007862,0.00013372052,0.000056946134,0.0013834055,0.00009795595,0.00043903536],"category_scores_gemma":[0.000032238768,0.0001635296,0.00024896898,0.00042215033,0.00025211318,0.0006931375,0.0000900965,0.00029915333,0.00004374512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003545771,0.00027384708,0.94181424,0.00031222912,0.00022245482,0.0000029546648,0.0063826297,0.000028967945,0.0107040005,0.0036590225,0.028953841,0.0072912266],"study_design_scores_gemma":[0.0032804064,0.00062648434,0.47416943,0.002239716,0.00046370822,0.0011631028,0.016504703,0.0873731,0.36601073,0.004283167,0.042113297,0.0017721663],"about_ca_topic_score_codex":0.013892778,"about_ca_topic_score_gemma":0.00008763281,"teacher_disagreement_score":0.46764484,"about_ca_system_score_codex":0.000046887813,"about_ca_system_score_gemma":0.000037513582,"threshold_uncertainty_score":0.9926738},"labels":[],"label_agreement":null},{"id":"W2335479243","doi":"10.1190/1.3627437","title":"P‐S survey design","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Azimuth; Offset (computer science); Interval (graph theory); Line (geometry); Geometry; Computer science; Mathematics; Combinatorics","score_opus":0.11181065349979537,"score_gpt":0.2226444471179457,"score_spread":0.11083379361815034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335479243","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035170402,0.00016539378,0.13235089,0.00008867886,0.00035053273,0.00012384707,0.000013410469,0.0005505821,0.83118623],"genre_scores_gemma":[0.97444296,0.000011127644,0.022551564,0.0014959215,0.000007667188,9.972275e-8,0.000010075164,7.86184e-7,0.0014798007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99965787,0.000065921144,0.000050436498,0.00007670401,0.000053693715,0.00009540155],"domain_scores_gemma":[0.9998076,0.000049221228,0.000010976249,0.00007942858,0.000014014968,0.000038751707],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037031446,0.00003641541,0.000037908194,0.000028703205,0.00003595785,0.000008035976,0.00009811338,0.000017087319,0.016375802],"category_scores_gemma":[0.000021732887,0.00002594826,0.000011458702,0.000066544766,0.000027554404,0.000080437865,0.000002219334,0.00003060817,0.0010567476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017141812,0.000006438287,0.6808491,8.4747074e-7,0.0000035409648,0.0000036528818,0.00012273352,0.0000038473445,0.0000033341396,0.00004145841,0.15423398,0.16471395],"study_design_scores_gemma":[0.00005073039,0.00008204239,0.9659569,0.0000018244799,0.00000161309,0.0000037636137,0.000036348087,0.01684843,0.007878733,0.0018565975,0.0071810046,0.00010200654],"about_ca_topic_score_codex":0.032715563,"about_ca_topic_score_gemma":0.00009511499,"teacher_disagreement_score":0.9392726,"about_ca_system_score_codex":4.1659413e-7,"about_ca_system_score_gemma":0.00001025407,"threshold_uncertainty_score":0.99972105},"labels":[],"label_agreement":null},{"id":"W2335494243","doi":"10.1190/segam2012-1588.1","title":"Wide-band multifrequency waveform inversion in the Laplace-Fourier domain","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Waveform; Geology; Frequency domain; Bandwidth (computing); Inversion (geology); Fourier transform; Frequency band; Seismology; Algorithm; Computer science; Acoustics; Geophysics; Telecommunications; Mathematics; Physics; Radar; Mathematical analysis","score_opus":0.015383249272661548,"score_gpt":0.21456234605906732,"score_spread":0.19917909678640577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335494243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7899839,0.00037023274,0.00030293275,0.0036225833,0.00031014226,0.00018455248,0.0000073120636,0.00009522786,0.2051231],"genre_scores_gemma":[0.9879421,0.000049143517,0.0027594822,0.008298838,0.0000749228,0.0000010667762,0.000026743566,0.0000020828966,0.0008456189],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907124,0.00009770587,0.00014194788,0.000119087716,0.0002309354,0.00033910485],"domain_scores_gemma":[0.9995247,0.0001559046,0.000034129484,0.00019648299,0.000011700537,0.00007706713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009284463,0.00009991507,0.00008736194,0.00009042511,0.00012700238,0.000034684563,0.00023485746,0.000058963422,0.0024025396],"category_scores_gemma":[0.00004137689,0.000055376597,0.000038930415,0.00020179158,0.00007824562,0.0004787662,0.000006496819,0.00016596078,0.0004999705],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001684183,0.000025934789,0.8390974,0.0000066179878,0.0000031393763,0.000005546803,0.0019330613,0.000005023722,0.000030901094,0.00026755212,0.11449646,0.044111542],"study_design_scores_gemma":[0.00075933675,0.00013156775,0.24635243,0.00003934987,0.000011631549,0.00004911334,0.006029593,0.0071763345,0.0052452195,0.0077358945,0.72601914,0.00045038605],"about_ca_topic_score_codex":0.008244474,"about_ca_topic_score_gemma":0.00021369944,"teacher_disagreement_score":0.6115227,"about_ca_system_score_codex":0.0000078020485,"about_ca_system_score_gemma":0.000016400087,"threshold_uncertainty_score":0.9985094},"labels":[],"label_agreement":null},{"id":"W2335499120","doi":"10.1071/aseg2013ab149","title":"Chasing Australia’s unconventional resources with point-source, point- receiver, full azimuth surface seismic","year":2013,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Azimuth; Offset (computer science); Seismic survey; Inversion (geology); Geology; Vertical seismic profile; Seismology; Seismic inversion; Computer science; Remote sensing; Geometry","score_opus":0.0147497509761098,"score_gpt":0.2192433147984897,"score_spread":0.2044935638223799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335499120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840349,0.00015696732,0.00043758503,0.0026184027,0.00027120297,0.00034138738,0.000053943197,0.0003939298,0.011691659],"genre_scores_gemma":[0.98578876,0.000030721734,0.0048438427,0.0018036105,0.00013433704,0.0000023576695,0.00019835784,0.000016531772,0.007181501],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977025,0.00010369704,0.0004251765,0.00056209625,0.0005484626,0.0006580882],"domain_scores_gemma":[0.9987158,0.00016623987,0.00027708084,0.00038103067,0.00013385786,0.0003259779],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004683044,0.00033294957,0.00028134277,0.0001569495,0.00030377932,0.00026092274,0.00036282945,0.00014186621,0.007105119],"category_scores_gemma":[0.000050429695,0.00026626803,0.000111117166,0.0002602843,0.00025604936,0.0009896773,0.00002160932,0.00043480497,0.0025884162],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005614026,0.00038646016,0.021489976,0.0001840178,0.00029302583,0.0004375607,0.0017347629,0.03667727,0.001138134,0.00010614745,0.34073418,0.5962571],"study_design_scores_gemma":[0.0019030955,0.0010494337,0.79427326,0.0004799861,0.00010142574,0.0010172843,0.0032360142,0.031828426,0.009987476,0.007156818,0.14735493,0.0016118645],"about_ca_topic_score_codex":0.02199289,"about_ca_topic_score_gemma":0.00015079822,"teacher_disagreement_score":0.7727833,"about_ca_system_score_codex":0.000020866686,"about_ca_system_score_gemma":0.0000708155,"threshold_uncertainty_score":0.99997896},"labels":[],"label_agreement":null},{"id":"W2335532856","doi":"10.1190/segam2014-0891.1","title":"Internal multiple attenuation on Encana data","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attenuation; Computer science; Physics; Optics","score_opus":0.036757912577374076,"score_gpt":0.2394963880296525,"score_spread":0.20273847545227844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335532856","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34443122,0.00005032548,0.09930935,0.010586964,0.0012668408,0.00021223586,0.00013136514,0.0007072427,0.54330444],"genre_scores_gemma":[0.9906356,0.000005431753,0.0026014242,0.005364456,0.00008166894,8.881907e-8,0.00022407349,9.87327e-7,0.0010862658],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995467,0.000030573356,0.000067285364,0.0001529792,0.00011384666,0.00008862595],"domain_scores_gemma":[0.99955165,0.00010034761,0.000021254291,0.000279068,0.000010003853,0.0000376675],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024682365,0.000044065597,0.000042891068,0.000038843904,0.00004826075,0.000026279982,0.00028571376,0.000017023222,0.0013645719],"category_scores_gemma":[0.00010704278,0.000032034568,0.000009750147,0.00003772965,0.000021487413,0.00015133673,0.000013324425,0.000054841985,0.0007804418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008935991,0.0000044381623,0.14062822,0.0000014226596,0.00000219989,4.4066755e-7,0.00001706297,0.000037109607,0.00001590524,0.00008773663,0.18650207,0.67269444],"study_design_scores_gemma":[0.00008703837,0.000063641426,0.0367772,0.000007842504,0.0000016966874,0.0000018833216,0.00002338298,0.7026504,0.0010086194,0.00044573878,0.2588727,0.000059827482],"about_ca_topic_score_codex":0.011917491,"about_ca_topic_score_gemma":0.0002708166,"teacher_disagreement_score":0.70261335,"about_ca_system_score_codex":0.0000012642474,"about_ca_system_score_gemma":0.0000061462283,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W2335556825","doi":"10.1190/segam2014-1637.1","title":"Attenuating crosstalk in blended reverse time migration via M-estimators","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Crosstalk; Computer science; Estimator; Electronic engineering; Engineering; Mathematics; Statistics","score_opus":0.006911483610474134,"score_gpt":0.20398056904326697,"score_spread":0.19706908543279283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335556825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9354257,0.000025593727,0.0072478433,0.0023683598,0.00019528087,0.00014322923,0.000005856124,0.00034271096,0.05424545],"genre_scores_gemma":[0.9849434,0.00000343947,0.010794315,0.002154738,0.000030111334,4.7351227e-7,0.0000481409,0.0000022236172,0.0020231688],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993599,0.0000529585,0.0001477151,0.00015596059,0.00011921004,0.00016427356],"domain_scores_gemma":[0.99972105,0.00006356307,0.000041596493,0.0001120498,0.000016496799,0.00004525639],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032863347,0.00007457546,0.000090180714,0.00008639698,0.00007238481,0.000037054462,0.00009018097,0.000039008402,0.0021188313],"category_scores_gemma":[0.000069356494,0.00006179653,0.000024046443,0.00014133204,0.00004019073,0.00022352928,0.000005365256,0.0000767526,0.00090692047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021404681,0.00001938508,0.5367889,0.000017466387,0.000004609946,0.0000065761806,0.00035213216,0.00067217613,0.0012752817,0.000055227538,0.11113514,0.3496517],"study_design_scores_gemma":[0.00017016062,0.000054681335,0.033584096,0.000021962667,0.0000026726343,0.0000075051603,0.0000549921,0.9343843,0.0032848602,0.0013371072,0.026955126,0.00014254279],"about_ca_topic_score_codex":0.010433271,"about_ca_topic_score_gemma":0.00033459466,"teacher_disagreement_score":0.9337121,"about_ca_system_score_codex":0.000004018476,"about_ca_system_score_gemma":0.000014513198,"threshold_uncertainty_score":0.999871},"labels":[],"label_agreement":null},{"id":"W2335670681","doi":"10.1190/segam2013-0123.1","title":"5D tensor completion via nuclear norm minimization: Application to a heavy-oil survey from the WCSB","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Tensor (intrinsic definition); Norm (philosophy); Matrix norm; Minification; Computer science; Physics; Mathematics; Pure mathematics; Mathematical optimization; Political science; Quantum mechanics; Law","score_opus":0.019746482762385567,"score_gpt":0.20187228480765232,"score_spread":0.18212580204526674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335670681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82127756,0.0001388907,0.08698532,0.047038253,0.0005381822,0.0009945477,0.00030327405,0.0010153019,0.04170869],"genre_scores_gemma":[0.9708974,0.000020107993,0.007180545,0.020554813,0.00009405661,0.000005271027,0.00055531063,0.000004654877,0.000687882],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992065,0.00009417953,0.00015520408,0.00021335596,0.00017859637,0.00015216228],"domain_scores_gemma":[0.9993407,0.00017836115,0.000045226618,0.00025517753,0.00009847326,0.000082070255],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020978242,0.00009034202,0.00009536993,0.000032791904,0.00020806032,0.00010552768,0.00024700485,0.00004105832,0.0070958654],"category_scores_gemma":[0.00003999711,0.000058296744,0.000026490423,0.00020323046,0.000048654216,0.00017440798,0.000014237464,0.000070162365,0.0050975117],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028737277,0.000017369306,0.19672196,0.0000026104167,0.00000827793,1.9218398e-7,0.00025656645,0.00019192928,0.00013553663,0.00002923398,0.5267662,0.2758414],"study_design_scores_gemma":[0.000076028904,0.000038357528,0.6850993,0.0000052694086,0.0000036820197,0.0000017197646,0.00012415204,0.18812495,0.0001805252,0.00026395725,0.12596618,0.00011585057],"about_ca_topic_score_codex":0.2082898,"about_ca_topic_score_gemma":0.0012272977,"teacher_disagreement_score":0.48837736,"about_ca_system_score_codex":0.0000052020846,"about_ca_system_score_gemma":0.00001000762,"threshold_uncertainty_score":0.9956771},"labels":[],"label_agreement":null},{"id":"W2335758703","doi":"10.1190/1.3627815","title":"Derivation and numerical analysis of implicit time stepping schemes","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Time stepping; Computer science; Applied mathematics; Mathematics; Mathematical analysis","score_opus":0.019910936391141467,"score_gpt":0.21260738567262483,"score_spread":0.19269644928148336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335758703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94454396,0.00007598206,0.020240124,0.000083314575,0.000014126789,0.000037921927,0.0000065486133,0.000078385194,0.034919627],"genre_scores_gemma":[0.9888336,0.000008587398,0.010581873,0.00040926674,0.0000037753307,9.84347e-8,0.000017382621,6.170897e-7,0.00014480975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99967617,0.00001284258,0.00009367842,0.00008822081,0.00006127435,0.00006782824],"domain_scores_gemma":[0.9998239,0.000025624771,0.00003498878,0.00006835196,0.000018483097,0.000028652958],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008773383,0.000037979265,0.00010126093,0.00013454148,0.000028218346,0.0000063560824,0.000048575097,0.000019137613,0.0037152586],"category_scores_gemma":[0.000011954375,0.00002910741,0.000027662521,0.00028799,0.00003276419,0.00009737799,0.00000524279,0.000022913655,0.000020595904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012107709,0.0000085745605,0.86154884,0.000005003294,0.00013989655,5.691027e-7,0.0002726522,0.000011088188,0.0007488635,0.00019132378,0.0012364539,0.13582465],"study_design_scores_gemma":[0.000062393,0.000058954032,0.69681585,0.00000440107,0.00012531437,0.0000015806392,0.00011563573,0.28514853,0.015663523,0.00039411482,0.0015193396,0.000090389876],"about_ca_topic_score_codex":0.004077702,"about_ca_topic_score_gemma":0.0000039726515,"teacher_disagreement_score":0.28513744,"about_ca_system_score_codex":6.1194754e-7,"about_ca_system_score_gemma":0.000004545067,"threshold_uncertainty_score":0.9971955},"labels":[],"label_agreement":null},{"id":"W2335896485","doi":"10.1093/gji/ggw224","title":"Anelastic sensitivity kernels with parsimonious storage for adjoint tomography and full waveform inversion","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Tomography; Inverse theory; Inversion (geology); Seismic tomography; Waveform; Sensitivity (control systems); Geology; Geophysics; Algorithm; Mathematics; Computer science; Seismology; Physics; Optics; Engineering; Electronic engineering; Telecommunications","score_opus":0.008485320754317802,"score_gpt":0.199932573958831,"score_spread":0.1914472532045132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335896485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555526,0.000024793162,0.03990257,0.0031965342,0.0004442097,0.0000927237,0.000079687474,0.000049885184,0.0006570039],"genre_scores_gemma":[0.99660593,0.000043702817,0.002054107,0.0007008565,0.00034153427,7.6510037e-7,0.000015854304,0.0000039387955,0.00023330473],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991511,0.000036233338,0.00013920102,0.00018169773,0.00028917502,0.00020257082],"domain_scores_gemma":[0.99930745,0.00023955159,0.00010502244,0.000065673084,0.00013389166,0.00014842345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021031802,0.00011593399,0.00012366926,0.00011468669,0.00015035609,0.000078891426,0.00010500828,0.00003637577,0.00022636213],"category_scores_gemma":[0.00004110432,0.00006487106,0.000077481855,0.000060319257,0.00013955204,0.0003917702,0.000015605277,0.00012651068,0.00004641863],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013578119,0.00014395433,0.08396397,0.000024913967,0.00025866018,0.0002445455,0.0002712562,0.00019627866,0.007855672,0.0005971302,0.018221311,0.8868645],"study_design_scores_gemma":[0.005711776,0.0038961722,0.6480057,0.0007938203,0.00015099432,0.0028929436,0.00046674273,0.20574328,0.012821796,0.048482973,0.06971716,0.0013166227],"about_ca_topic_score_codex":0.00017503313,"about_ca_topic_score_gemma":0.000017788512,"teacher_disagreement_score":0.8855479,"about_ca_system_score_codex":0.000015075956,"about_ca_system_score_gemma":0.000028105156,"threshold_uncertainty_score":0.2645365},"labels":[],"label_agreement":null},{"id":"W2336147333","doi":"10.1093/gji/ggw156","title":"Variation of shear and compressional wave modulus upon saturation for pure pre-compacted sands","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shear modulus; Saturation (graph theory); Bulk modulus; Geotechnical engineering; Geology; Isotropy; Transverse isotropy; Mineralogy; Materials science; Composite material; Optics; Mathematics; Physics","score_opus":0.013222175224504817,"score_gpt":0.2353110771508694,"score_spread":0.2220889019263646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336147333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93805826,0.00004064482,0.0570915,0.0032540068,0.00079239655,0.00010685777,0.00015894527,0.000026966918,0.0004704333],"genre_scores_gemma":[0.99543226,0.00003353066,0.0035880066,0.0002179686,0.0004342274,7.73811e-7,0.000055802866,0.000002370145,0.00023506224],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992497,0.00003701161,0.00020382334,0.00011819527,0.00028138378,0.00010988091],"domain_scores_gemma":[0.99938107,0.00016523807,0.00015331263,0.000049974384,0.00017938775,0.00007104705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549614,0.00007548089,0.00010723861,0.00008125088,0.00008650885,0.00004709407,0.00010465845,0.00004327984,0.0004349662],"category_scores_gemma":[0.0000749632,0.00004647479,0.000060314702,0.00003939905,0.000046650828,0.00037846362,0.00000988841,0.00009023514,0.000005925887],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016306171,0.00018092386,0.017527862,0.000029004417,0.0002219313,0.000007415701,0.000763061,0.0006221705,0.0778961,0.004996514,0.019021504,0.8771029],"study_design_scores_gemma":[0.0010523382,0.00027523786,0.6975132,0.00012834191,0.000018404236,0.00008496519,0.000019985553,0.25730187,0.0054779393,0.0321895,0.0057982625,0.00013991544],"about_ca_topic_score_codex":0.00009136682,"about_ca_topic_score_gemma":0.000001909048,"teacher_disagreement_score":0.87696296,"about_ca_system_score_codex":0.000009779863,"about_ca_system_score_gemma":0.000028528812,"threshold_uncertainty_score":0.4762575},"labels":[],"label_agreement":null},{"id":"W2337344548","doi":"10.1190/geo2015-0263.1","title":"Estimation of primaries by sparse inversion with scattering-based multiple predictions for data with large gaps","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Computer science; Algorithm; Undersampling; Overfitting; Scattering; Offset (computer science); Synthetic data; Grid; Mathematical optimization; Mathematics; Geology; Optics; Artificial intelligence; Geodesy","score_opus":0.014791932975160531,"score_gpt":0.20918791622931857,"score_spread":0.19439598325415802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337344548","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2875036,0.00003280989,0.7075703,0.0011544862,0.00007521795,0.000340868,0.0029916838,0.00014781627,0.0001831836],"genre_scores_gemma":[0.9811821,0.0000070273654,0.016884701,0.00038478282,0.000017990602,0.000003010426,0.0014287152,0.0000044463545,0.000087208384],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999404,0.0000136776325,0.000091705464,0.00019174023,0.00014810188,0.00015074277],"domain_scores_gemma":[0.99937814,0.00012574908,0.00008839872,0.00032226372,0.000046226123,0.00003922063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094972034,0.00008435443,0.00009765935,0.000033907123,0.000116518415,0.000015634327,0.00017842824,0.000024457744,0.00004085927],"category_scores_gemma":[0.000023716975,0.000049566144,0.000014374165,0.00009523954,0.00012587942,0.0003880219,0.000014189033,0.000031783125,0.000011647484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001296878,0.0002905978,0.38733378,0.00032745468,0.00010518081,0.000002471247,0.0002702698,0.006237276,0.0021205933,0.000103228485,0.2553258,0.3465865],"study_design_scores_gemma":[0.0014953467,0.0005976932,0.006274636,0.00019445109,0.00004902302,0.0000018426161,0.000055772838,0.9402996,0.018343734,0.0003187052,0.03217219,0.00019705204],"about_ca_topic_score_codex":0.0009211009,"about_ca_topic_score_gemma":0.000062811174,"teacher_disagreement_score":0.9340623,"about_ca_system_score_codex":0.00000403802,"about_ca_system_score_gemma":0.000059756712,"threshold_uncertainty_score":0.20212486},"labels":[],"label_agreement":null},{"id":"W2337928040","doi":"10.3997/2214-4609-pdb.3.p228","title":"Passive Imaging of Seismic Deformation Associated with Injection for Enhanced Recovery","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Deformation (meteorology); Geology; Steam injection; Passive seismic; Seismology; Geophysical imaging; Field (mathematics); Geotechnical engineering; Petroleum engineering; Oceanography","score_opus":0.007107075114234814,"score_gpt":0.1973586225843371,"score_spread":0.19025154747010228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337928040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68470407,0.000018377785,0.3081694,0.00039616425,0.00012228331,0.00020706542,0.00002769439,0.00014222066,0.0062127486],"genre_scores_gemma":[0.9957879,0.0000059865206,0.003099586,0.00081850623,0.000013231354,0.000001968526,0.00013485472,0.0000020950752,0.0001358511],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953943,0.000013094146,0.000130177,0.00009691351,0.00009974595,0.00012062971],"domain_scores_gemma":[0.99966234,0.00005116088,0.00011734399,0.00006016422,0.00008620482,0.000022768829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012574153,0.00006303925,0.00008616682,0.00008393864,0.00007517241,0.000015411577,0.000052168027,0.000021117465,0.00007251594],"category_scores_gemma":[0.000047425754,0.00004635964,0.0000323112,0.00013274941,0.00003398524,0.00038882086,0.000001944644,0.000041951083,0.000008177096],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042867815,0.000082199665,0.035254974,0.00007577884,0.00009541514,0.0000018525709,0.0013031794,0.10610622,0.0020782982,0.00018568523,0.0061427853,0.8482449],"study_design_scores_gemma":[0.002760753,0.001789522,0.043951448,0.00035893836,0.00006622462,0.000029485775,0.00216833,0.18777697,0.72754824,0.03221537,0.00078375905,0.00055093743],"about_ca_topic_score_codex":0.0030871597,"about_ca_topic_score_gemma":0.00011841636,"teacher_disagreement_score":0.847694,"about_ca_system_score_codex":0.000016184993,"about_ca_system_score_gemma":0.000046435438,"threshold_uncertainty_score":0.46668828},"labels":[],"label_agreement":null},{"id":"W2340139990","doi":"","title":"Passive seismic reservoir monitoring techniques applied to heavy oil production","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil production; Petroleum engineering; Event (particle physics); Production (economics); Environmental science; Engineering; Computer science","score_opus":0.012243951740318965,"score_gpt":0.21986652107163002,"score_spread":0.20762256933131104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340139990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7193024,0.00013185157,0.0029407083,0.012934182,0.0009572643,0.00036542056,0.000014340656,0.002528167,0.26082566],"genre_scores_gemma":[0.96984094,0.00002971994,0.02010374,0.0010199128,0.000622622,0.000010404266,0.00002930678,0.0000060750735,0.008337247],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890417,0.0000260699,0.00019137557,0.00034654842,0.00024111195,0.00029075006],"domain_scores_gemma":[0.99954313,0.00002588443,0.000046832443,0.00025108628,0.00005564824,0.00007740231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020967986,0.00013899863,0.00012974201,0.00017316552,0.00019319153,0.000067512105,0.00019408362,0.00006281885,0.0002203915],"category_scores_gemma":[0.000020772917,0.000115532384,0.000035604513,0.00031429055,0.000044250282,0.00018966476,0.000016888729,0.00013175399,0.00029184745],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005968529,0.000025653744,0.018571302,0.000023483513,0.0000059478652,0.0000053436256,0.00008798969,0.0014880442,0.0028774946,0.0000750925,0.2514998,0.72528017],"study_design_scores_gemma":[0.00006398508,0.0000767389,0.010536416,0.000044825043,0.000006362119,0.000012142256,0.00020964755,0.0011137372,0.8202484,0.0024249682,0.16497478,0.00028797134],"about_ca_topic_score_codex":0.013654924,"about_ca_topic_score_gemma":0.00005596638,"teacher_disagreement_score":0.81737095,"about_ca_system_score_codex":0.000015130513,"about_ca_system_score_gemma":0.00002477486,"threshold_uncertainty_score":0.99291325},"labels":[],"label_agreement":null},{"id":"W2340176608","doi":"10.1093/gji/ggw149","title":"Highly efficient Bayesian joint inversion for receiver-based data and its application to lithospheric structure beneath the southern Korean Peninsula","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Parametrization (atmospheric modeling); Bayesian information criterion; Inversion (geology); Computer science; Mathematical optimization; Model selection; Bayesian optimization; Bayesian probability; Algorithm; Mathematics; Geology; Seismology; Artificial intelligence","score_opus":0.01498523680018202,"score_gpt":0.2317524529395142,"score_spread":0.21676721613933217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340176608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8362068,0.00006428465,0.13475302,0.02665582,0.0005140115,0.00033440202,0.0012434651,0.000051189036,0.00017703943],"genre_scores_gemma":[0.99408805,0.000011748428,0.0033450085,0.0018075585,0.0004304175,0.0000016979819,0.00012600167,0.0000049140544,0.00018459561],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901766,0.000044809527,0.00017604946,0.00026195988,0.0003322829,0.00016724989],"domain_scores_gemma":[0.9992751,0.00013688368,0.00011952491,0.00019924257,0.00013556705,0.00013368852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024222911,0.000110348774,0.00009863166,0.000051479834,0.0002307205,0.00009444059,0.00056437874,0.000037188292,0.00021440863],"category_scores_gemma":[0.00008961355,0.000058057205,0.00004732943,0.00008480561,0.000049795988,0.00014417732,0.000051675677,0.00011900207,0.00005790506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053802703,0.00009675016,0.011753957,0.000017660206,0.00010156287,0.000008281187,0.00074100617,0.0033081411,0.017492542,0.00080167566,0.029726079,0.9354143],"study_design_scores_gemma":[0.0006142908,0.0001858072,0.010077452,0.000073375326,0.000024945128,0.000028168717,0.00015893737,0.94095385,0.0050577167,0.0039538313,0.03867886,0.00019277618],"about_ca_topic_score_codex":0.00022718377,"about_ca_topic_score_gemma":0.000010753601,"teacher_disagreement_score":0.9376457,"about_ca_system_score_codex":0.000018129458,"about_ca_system_score_gemma":0.000041805084,"threshold_uncertainty_score":0.23675041},"labels":[],"label_agreement":null},{"id":"W2340882771","doi":"10.1190/geo2014-0522.1","title":"Separating a wavefield by propagation direction","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Slowness; Poynting vector; Amplitude; Wavefront; Optics; Orientation (vector space); Acoustics; Wave propagation; Seismic wave; Geology; Scattering; Physics; Geophysics; Geometry; Mathematics; Seismology","score_opus":0.007610344150415214,"score_gpt":0.19712094950986386,"score_spread":0.18951060535944864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340882771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9142196,0.00018634116,0.02409018,0.003186681,0.0006579461,0.00021322648,0.000057413483,0.0006019355,0.056786645],"genre_scores_gemma":[0.99646366,0.000021981456,0.00040107485,0.0006456433,0.00008877779,8.3559837e-7,0.000022100745,0.0000015845857,0.00235432],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99959606,0.000019719208,0.00006752929,0.000111419286,0.000094801646,0.00011050016],"domain_scores_gemma":[0.99979895,0.00004058723,0.000036398294,0.00007785729,0.000019594812,0.000026588195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007014705,0.00005129693,0.000047756253,0.000015934122,0.00008247819,0.00001839918,0.000050972176,0.00002484828,0.0002547852],"category_scores_gemma":[0.00001609663,0.000032383494,0.000020914691,0.00007200571,0.00002384202,0.00020519117,0.0000031945754,0.000035466037,0.00033625585],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004614188,0.000004605582,0.008007766,0.0000028824693,0.0000025572117,3.9202135e-7,0.000040578656,0.0000017631285,0.005356686,0.0000484657,0.054105844,0.93242383],"study_design_scores_gemma":[0.000806776,0.00055724947,0.053398877,0.00018743855,0.00003112436,0.00001743911,0.00014736522,0.03531463,0.41122907,0.039727073,0.4576891,0.00089384936],"about_ca_topic_score_codex":0.0008146784,"about_ca_topic_score_gemma":0.0000076826245,"teacher_disagreement_score":0.93153,"about_ca_system_score_codex":0.000002897763,"about_ca_system_score_gemma":0.0000095722735,"threshold_uncertainty_score":0.4322001},"labels":[],"label_agreement":null},{"id":"W2340991413","doi":"10.1190/geo2015-0300.1","title":"Microseismic event localization by acoustic time reversal extrapolation","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Extrapolation; Microseism; Particle velocity; Polarization (electrochemistry); Geology; Algorithm; Computer science; Acoustics; Mathematical analysis; Mathematics; Seismology; Physics","score_opus":0.004348333810308139,"score_gpt":0.18503626407203153,"score_spread":0.1806879302617234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340991413","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41887727,0.00038148917,0.5728016,0.002220389,0.00066053256,0.00033179324,0.0003800574,0.00059331494,0.0037535732],"genre_scores_gemma":[0.9950315,0.00005381439,0.00028048948,0.0014206073,0.00008746213,5.450393e-7,0.00016596535,0.000004365486,0.0029552714],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993468,0.00003395629,0.00012017075,0.00017230715,0.00014779512,0.00017899682],"domain_scores_gemma":[0.9996703,0.000051806157,0.000060512888,0.00013360125,0.000032453223,0.000051327006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009537283,0.000090844165,0.00008110875,0.000031954998,0.00009867678,0.000022451268,0.000105018786,0.000045180244,0.000816406],"category_scores_gemma":[0.000014857925,0.00006470115,0.000037029164,0.000111753245,0.00005806478,0.00024516103,0.000006160336,0.00004236347,0.0015656248],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029953246,0.000030048752,0.014240728,0.000014637962,0.000014800028,0.0000024430217,0.00011106653,0.00045651142,0.054610003,0.000024736333,0.46917847,0.4612866],"study_design_scores_gemma":[0.0013732046,0.00044378103,0.021461284,0.00024376197,0.000089262874,0.000020662592,0.00007812967,0.440583,0.094350465,0.02121444,0.41897735,0.0011646579],"about_ca_topic_score_codex":0.0006921202,"about_ca_topic_score_gemma":0.0000018997296,"teacher_disagreement_score":0.57615423,"about_ca_system_score_codex":0.000009598576,"about_ca_system_score_gemma":0.000022944809,"threshold_uncertainty_score":0.9992118},"labels":[],"label_agreement":null},{"id":"W2341709881","doi":"10.3997/2214-4609.201600444","title":"Waveform Inversion for Complex Salt Models: The Basic Objective, the Challenges and the Opportunities","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Inversion (geology); Waveform; Hessian matrix; Geology; Regional geology; Salt (chemistry); Economic geology; Computer science; Mathematics; Telecommunications; Seismology; Applied mathematics","score_opus":0.11847986687467708,"score_gpt":0.2317617906828315,"score_spread":0.11328192380815442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341709881","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02209826,0.006797147,0.0065579126,0.7075485,0.00039126643,0.001358246,0.00010175293,0.00031195267,0.25483495],"genre_scores_gemma":[0.9752276,0.0066912426,0.00023628425,0.015192707,0.00007077299,0.000008443769,0.000006169127,0.0000032915273,0.0025634982],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930644,0.00011089564,0.00010824278,0.0001454816,0.00014695009,0.00018198846],"domain_scores_gemma":[0.9983327,0.0013126195,0.00005012306,0.00022585133,0.000042137195,0.00003661097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084253226,0.00009984575,0.0001021244,0.000028375222,0.00050818804,0.00004255054,0.0002919066,0.000030435369,0.00022376323],"category_scores_gemma":[0.000044579803,0.000027549708,0.000054760316,0.000030521947,0.0006723919,0.0002357017,0.00002892142,0.000062108535,0.000012698734],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012688701,0.0000040072528,0.000102048325,0.000010858385,0.000023398348,3.6067044e-7,0.0019354724,0.0000067722785,0.0000068514037,0.056954227,0.11713648,0.8236926],"study_design_scores_gemma":[0.0012327557,0.00017794559,0.0023598738,0.000042808617,0.000031464664,0.000022578335,0.019391876,0.3015276,0.00038242902,0.2917921,0.382831,0.00020755969],"about_ca_topic_score_codex":0.001527529,"about_ca_topic_score_gemma":0.00020316457,"teacher_disagreement_score":0.95312935,"about_ca_system_score_codex":0.0000035011067,"about_ca_system_score_gemma":0.000024005498,"threshold_uncertainty_score":0.39086226},"labels":[],"label_agreement":null},{"id":"W2341771573","doi":"10.3166/ts.32.215-243","title":"Modèles déformables contraints en reconstruction tomographique par temps de première arrivée","year":2015,"lang":"fr","type":"article","venue":"Traitement du signal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Algorithm; Pixel; Mathematics; Inverse problem; Iterative reconstruction; Decoupling (probability); Computer science; Artificial intelligence; Mathematical analysis","score_opus":0.0265851301672998,"score_gpt":0.21757632493673018,"score_spread":0.19099119476943038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341771573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311316,0.0073127435,0.025313724,0.00829343,0.0026451338,0.00094439485,0.0005390646,0.00054069376,0.023279209],"genre_scores_gemma":[0.98182833,0.0010007829,0.013417358,0.0015593551,0.0006868282,0.000011949251,0.00012873327,0.000013809421,0.0013528654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759877,0.00042436234,0.00048498617,0.00038620882,0.00041311196,0.00069255906],"domain_scores_gemma":[0.9989004,0.00012766483,0.00018139245,0.00018921676,0.00012409367,0.0004772152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016673818,0.0003130963,0.00030805668,0.00022087185,0.00022384901,0.00015385567,0.00032582533,0.00024018243,0.0028368516],"category_scores_gemma":[0.000057582347,0.00029839695,0.00014700033,0.0002463778,0.0004366899,0.0007813614,0.000021789487,0.0003412766,0.00014806702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002906487,0.00016005502,0.26494506,0.00017060697,0.00020331854,0.00006826349,0.0035215328,0.0035962602,0.0005986755,0.0013691115,0.13688892,0.5881875],"study_design_scores_gemma":[0.0026205154,0.0012950548,0.015687093,0.0008314163,0.00022734317,0.000895387,0.007107924,0.4279027,0.018239873,0.013223484,0.51082164,0.0011475263],"about_ca_topic_score_codex":0.0039132102,"about_ca_topic_score_gemma":0.0001504238,"teacher_disagreement_score":0.58704,"about_ca_system_score_codex":0.00007649627,"about_ca_system_score_gemma":0.00025871515,"threshold_uncertainty_score":0.99994683},"labels":[],"label_agreement":null},{"id":"W2342428708","doi":"10.1190/geo2015-0266.1","title":"Modified Gauss-Newton full-waveform inversion explained — Why sparsity-promoting updates do matter","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Curvelet; Computer science; Algorithm; Nonlinear system; Fidelity; Mathematical optimization; Residual; Gradient descent; Norm (philosophy); Mathematics; Artificial intelligence; Artificial neural network; Geology","score_opus":0.012728814025629078,"score_gpt":0.19200746464908366,"score_spread":0.17927865062345458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342428708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98624146,0.000053351225,0.0013514058,0.0049771057,0.00047731854,0.00015960238,0.00004449391,0.00025119467,0.0064440896],"genre_scores_gemma":[0.9941707,0.000058532623,0.00070473243,0.0038605076,0.00023587061,0.0000011986104,0.000087923516,0.000008283726,0.0008722025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986829,0.00006374582,0.00019829841,0.00035183475,0.00028184545,0.00042134523],"domain_scores_gemma":[0.99927175,0.000100392004,0.00011431284,0.00033334066,0.00005302014,0.00012716945],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023331621,0.00019829696,0.00018849316,0.000092666334,0.0002819469,0.00007332576,0.00030325478,0.000082952596,0.0019594822],"category_scores_gemma":[0.0000218023,0.00013219025,0.000088359295,0.00018139537,0.000104378385,0.00059358624,0.000049903927,0.00014789336,0.0035486836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023769618,0.0000905661,0.11237027,0.000105684034,0.000069597096,0.000042733802,0.0019429756,0.00006831336,0.01237092,0.00035441964,0.3554091,0.51693773],"study_design_scores_gemma":[0.0057767774,0.0017516803,0.11367382,0.0014757691,0.00023753119,0.00012534052,0.0033012459,0.090237714,0.24360617,0.15146329,0.38367355,0.0046771234],"about_ca_topic_score_codex":0.0029325222,"about_ca_topic_score_gemma":0.000026387745,"teacher_disagreement_score":0.5122606,"about_ca_system_score_codex":0.000013996842,"about_ca_system_score_gemma":0.000025681327,"threshold_uncertainty_score":0.99895287},"labels":[],"label_agreement":null},{"id":"W2343567034","doi":"10.5194/hess-20-3183-2016","title":"Technical note: Multiple wavelet coherence for untangling scale-specific andlocalized multivariate relationships in geosciences","year":2016,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":201,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Bivariate analysis; Multivariate statistics; Wavelet; Coherence (philosophical gambling strategy); Multivariate analysis; Scale (ratio); Mathematics; Univariate; Computer science; Pattern recognition (psychology); Statistics; Artificial intelligence; Physics","score_opus":0.036312674297999496,"score_gpt":0.24450617193683857,"score_spread":0.20819349763883907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343567034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9055135,0.00093195215,0.08582824,0.0022602454,0.0007400432,0.0007867063,0.000093625655,0.00032004103,0.0035256264],"genre_scores_gemma":[0.9819965,0.000058261256,0.017629908,0.00017473596,0.000049729533,0.000011936522,0.0000053177937,0.000002450776,0.000071196446],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980832,0.00025865727,0.00037025334,0.0005830406,0.0002251276,0.0004797211],"domain_scores_gemma":[0.9981683,0.0013995387,0.00012919772,0.0001526118,0.000037757876,0.00011260301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026368997,0.0001550507,0.00026518753,0.00024951826,0.00073268346,0.000067773915,0.00032178403,0.00016149697,0.000063744454],"category_scores_gemma":[0.00021417029,0.0000947816,0.000043588334,0.00042258663,0.0011332438,0.00041204755,0.000023162185,0.0001389494,0.000039475195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019492724,0.000026905444,0.8484778,0.00004815215,0.0000031771724,0.000013103827,0.00042187283,0.00047274644,0.0025681406,0.0014108234,0.00040292437,0.14595942],"study_design_scores_gemma":[0.0022110564,0.00067538646,0.22902842,0.00045657347,0.000013569708,0.0002088026,0.0012755597,0.7471119,0.0028835651,0.0033069637,0.012231946,0.0005962514],"about_ca_topic_score_codex":0.0013252198,"about_ca_topic_score_gemma":0.0010239695,"teacher_disagreement_score":0.7466392,"about_ca_system_score_codex":0.000007786302,"about_ca_system_score_gemma":0.00006281436,"threshold_uncertainty_score":0.5635283},"labels":[],"label_agreement":null},{"id":"W2345819148","doi":"10.1190/geo2015-0366.1","title":"Viscoelastic amplitude variation with offset equations with account taken of jumps in attenuation angle","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscoelasticity; Attenuation; Isotropy; Amplitude; Geology; Mechanics; Amplitude versus offset; Seismic wave; Physics; Mathematical analysis; Mathematics; Optics; Geophysics; Thermodynamics","score_opus":0.011265448167717771,"score_gpt":0.1986980114405702,"score_spread":0.18743256327285243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345819148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.855431,0.000013875111,0.14266169,0.0006212564,0.000051793646,0.00016619779,0.000070601454,0.00005165578,0.0009318945],"genre_scores_gemma":[0.99776113,0.0000058978144,0.0018955448,0.00015726553,0.000031139098,0.0000024136245,0.00006815585,0.0000028295751,0.000075620126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939376,0.000027140957,0.0001199878,0.00013744882,0.00019835978,0.00012330883],"domain_scores_gemma":[0.9995371,0.00013169288,0.00009998909,0.00013569236,0.00007146892,0.000024032657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011496526,0.00007268403,0.0000951212,0.0000734347,0.000040598276,0.000014840129,0.00008043863,0.000024503299,0.00010391071],"category_scores_gemma":[0.00002136709,0.000042299427,0.000012995105,0.00024320082,0.000057014415,0.0003171999,0.0000040610953,0.000041960444,0.000058528803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003579249,0.00019384618,0.727233,0.00006615116,0.000060971848,0.0000073627875,0.0019286198,0.005174035,0.0035397732,0.003344412,0.0017357174,0.2563582],"study_design_scores_gemma":[0.0007394029,0.00042498484,0.9695973,0.00018257574,0.000027843897,0.0000025746147,0.00012099418,0.020615904,0.0013606725,0.005979597,0.00074458105,0.00020357968],"about_ca_topic_score_codex":0.003291392,"about_ca_topic_score_gemma":0.0002820438,"teacher_disagreement_score":0.25615463,"about_ca_system_score_codex":0.000008919646,"about_ca_system_score_gemma":0.00005791246,"threshold_uncertainty_score":0.4975622},"labels":[],"label_agreement":null},{"id":"W2347965911","doi":"10.14288/1.0107391","title":"Non-linear data continuation with redundant frames","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; BG Group","keywords":"Continuation; Computer science; Mathematics","score_opus":0.017589778189610012,"score_gpt":0.18001460145125414,"score_spread":0.16242482326164412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347965911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942721,0.000086179,0.0019825087,0.00018528858,0.00007364874,0.000113631315,0.00027787656,0.0000917427,0.0029170131],"genre_scores_gemma":[0.9927767,0.00019777015,0.0056387587,0.00016282278,0.00002719735,2.204847e-8,0.0002975548,0.0000028202062,0.0008963641],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999245,0.000022739037,0.00007315445,0.00028870604,0.00021834444,0.00015206104],"domain_scores_gemma":[0.99938416,0.000026740265,0.00008506115,0.00034389968,0.00008792095,0.00007219062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014474969,0.000031353655,0.00014733235,0.000031807816,0.0002701359,0.000031207,0.00043285915,0.000051045197,0.00042152955],"category_scores_gemma":[0.000014307958,0.00008682613,0.000027359296,0.00017352353,0.0004975945,0.0005296757,0.000038645776,0.00010017858,0.0000523166],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016810396,0.000026187075,0.3109365,0.000015602976,0.000019242545,0.0001862284,0.00015398997,0.000023720511,0.000010272651,9.96891e-8,0.06465669,0.62395465],"study_design_scores_gemma":[0.00039898598,0.000106070016,0.971946,0.000071847564,0.00001618792,0.000162303,0.00069603283,0.020988608,0.000003810087,0.00003492532,0.005446616,0.00012862236],"about_ca_topic_score_codex":0.54048836,"about_ca_topic_score_gemma":0.12114893,"teacher_disagreement_score":0.6610095,"about_ca_system_score_codex":0.000004284113,"about_ca_system_score_gemma":0.00007930524,"threshold_uncertainty_score":0.8948878},"labels":[],"label_agreement":null},{"id":"W2350963571","doi":"","title":"Seismic source comparison for compressional and converted- wave generation at Spring Coulee, Alberta. Part I: Heavy vibroseis-dynamite comparison","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dynamite; Seismic vibrator; Geology; Seismology; Shot (pellet); Explosive material; Chemistry","score_opus":0.044753725226346554,"score_gpt":0.24233226234451252,"score_spread":0.19757853711816598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350963571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9185229,0.00070510915,0.075878635,0.00096987904,0.0004929571,0.00045622102,0.000055324435,0.00024087018,0.002678088],"genre_scores_gemma":[0.9864835,0.000095151896,0.0051649935,0.0025731248,0.00016319224,0.000005686265,0.000526034,0.000010301631,0.004978002],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983914,0.00007414768,0.00042001862,0.00044041974,0.0002878165,0.00038619898],"domain_scores_gemma":[0.9990831,0.00030154758,0.00014633236,0.00020490286,0.00006568763,0.00019841928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019448526,0.00023527119,0.0003678959,0.000095406715,0.0007815077,0.00006338459,0.00013511413,0.000118797405,0.00070623873],"category_scores_gemma":[0.000025274681,0.00020030596,0.00007858383,0.00009426106,0.00022413052,0.00025390336,0.0000377587,0.00016560784,0.00009481896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017330726,0.000064945525,0.6878135,0.00003984511,0.000038417227,0.0000024970943,0.0005613126,0.010207196,0.0003908027,0.000050735238,0.27825913,0.022398315],"study_design_scores_gemma":[0.00046277835,0.0001138227,0.014875507,0.000021975764,0.000013823993,0.000039386225,0.000079580364,0.77813536,0.005214265,0.000024591982,0.20078729,0.00023159193],"about_ca_topic_score_codex":0.010573744,"about_ca_topic_score_gemma":0.00077704655,"teacher_disagreement_score":0.7679282,"about_ca_system_score_codex":0.000018053306,"about_ca_system_score_gemma":0.00003638682,"threshold_uncertainty_score":0.99601495},"labels":[],"label_agreement":null},{"id":"W2352199817","doi":"10.2113/econgeo.111.4.903","title":"Drill Targeting with 3-D Seismics for Volcanogenic Massive Sulfide Exploration in the Flin Flon Mining Camp","year":2016,"lang":"en","type":"article","venue":"Economic Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Drill; Drill hole; Sulfide; Mining engineering; Geochemistry; Seismology; Petrology; Engineering; Mechanical engineering","score_opus":0.015028493696734186,"score_gpt":0.20527283857497586,"score_spread":0.19024434487824168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2352199817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98002887,0.00008425166,0.0077418615,0.010515034,0.00031174373,0.0002407048,0.000023200097,0.00004101858,0.0010133184],"genre_scores_gemma":[0.99408275,0.000045822395,0.0032008444,0.0021821137,0.00013249392,0.000012266301,0.000059701302,0.000003900476,0.00028011427],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992129,0.00007631371,0.00019392974,0.00022629091,0.000032452568,0.0002580971],"domain_scores_gemma":[0.99934155,0.0003789385,0.00010519274,0.00013105961,0.000016144893,0.000027093169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004689877,0.00009558569,0.00013215333,0.00008287729,0.00009345338,0.000018053192,0.00018298253,0.00005931615,0.000326311],"category_scores_gemma":[0.00004947768,0.000054574302,0.00003073165,0.00003499855,0.00009401695,0.00023660624,0.0000075675,0.00005490756,0.00013840987],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036671088,0.000018200966,0.7451729,0.000020270003,0.000049379312,0.000019972338,0.0062472904,0.013126839,0.0002606651,0.00072370155,0.076434135,0.15755993],"study_design_scores_gemma":[0.0049220007,0.001867752,0.04073329,0.00012584591,0.000061229264,0.0001571827,0.01883679,0.41268435,0.0105043845,0.03989784,0.46884328,0.0013660426],"about_ca_topic_score_codex":0.0014494115,"about_ca_topic_score_gemma":0.0010458785,"teacher_disagreement_score":0.70443964,"about_ca_system_score_codex":0.000016228068,"about_ca_system_score_gemma":0.00006418945,"threshold_uncertainty_score":0.35728768},"labels":[],"label_agreement":null},{"id":"W2361332671","doi":"10.2113/econgeo.111.4.913","title":"Seismic Properties of Rocks from the Flin Flon Volcanogenic Massive Sulfide Camp","year":2016,"lang":"en","type":"article","venue":"Economic Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Sulfide; Seismology; Geochemistry; Materials science; Metallurgy","score_opus":0.012536247950460641,"score_gpt":0.17900563791072746,"score_spread":0.16646938996026683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361332671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98937833,0.0006798022,0.00039577179,0.007533164,0.0005388894,0.00010222724,0.000069118396,0.000047179663,0.00125554],"genre_scores_gemma":[0.9968206,0.00014316358,0.00010247715,0.0015506612,0.00013272231,0.0000019588324,0.000015787542,0.000003231828,0.0012293523],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991983,0.0000902365,0.00023137995,0.00022278888,0.000038847742,0.00021841435],"domain_scores_gemma":[0.9993714,0.00018640114,0.00012366338,0.00026102795,0.000017260412,0.000040234445],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016949781,0.00010351193,0.00018240012,0.000042392625,0.00007376852,0.00000855888,0.0003309391,0.00007448204,0.0042411843],"category_scores_gemma":[0.00004103823,0.000054286444,0.00006221641,0.000021139751,0.0002766208,0.00010333819,0.000027961918,0.00007182838,0.0014285342],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013353155,0.000009836505,0.83937085,0.000006657065,0.00009961971,0.000003722162,0.0007747635,0.0018405505,0.0027894618,0.000051323466,0.059443727,0.09547594],"study_design_scores_gemma":[0.0023135066,0.0005875257,0.26890266,0.00017581358,0.00009969977,0.00008053592,0.0017869293,0.11559942,0.26728356,0.03459511,0.3075351,0.001040114],"about_ca_topic_score_codex":0.033930685,"about_ca_topic_score_gemma":0.0010963392,"teacher_disagreement_score":0.5704682,"about_ca_system_score_codex":0.0000115464145,"about_ca_system_score_gemma":0.00009109538,"threshold_uncertainty_score":0.999349},"labels":[],"label_agreement":null},{"id":"W2362043441","doi":"","title":"Pressure-Dependence of P-Wave Velocities in Sulu UHP Metamorphic Rocks","year":2006,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada","funders":"","keywords":"Geology; Metamorphic rock; Overburden pressure; Hydrostatic equilibrium; Hydrostatic pressure; Mineralogy; Mechanics; Geotechnical engineering; Petrology; Physics","score_opus":0.011219594615999395,"score_gpt":0.1958016671347716,"score_spread":0.1845820725187722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362043441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8528766,0.012842005,0.11106533,0.003522045,0.00035683712,0.001213409,0.0003619973,0.0013783346,0.016383436],"genre_scores_gemma":[0.9807783,0.00021350826,0.015972566,0.0011268061,0.00007522957,0.000023350354,0.00006296492,0.000015856765,0.0017314362],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977196,0.00016295411,0.00059913786,0.00041436122,0.00047235444,0.0006315831],"domain_scores_gemma":[0.9988419,0.00016413131,0.00025677314,0.0005229088,0.000091479444,0.00012284188],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00081222836,0.00028956626,0.00043348092,0.0005906137,0.00012813305,0.00007882576,0.00044964117,0.00023212782,0.0004210457],"category_scores_gemma":[0.00010391972,0.0002749082,0.00014230276,0.0005746276,0.00019803141,0.00045730392,0.000052794287,0.00040560978,0.00002163905],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019219241,0.00020998032,0.8797274,0.00014802084,0.000059969185,0.00018487983,0.0003868519,0.026555326,0.002889313,0.004040308,0.0210752,0.06453052],"study_design_scores_gemma":[0.0006040172,0.00021768513,0.3359513,0.00014966053,0.000060143593,0.00015527723,0.00030454452,0.5625016,0.06885799,0.017218836,0.0132875955,0.0006913631],"about_ca_topic_score_codex":0.34473208,"about_ca_topic_score_gemma":0.01277573,"teacher_disagreement_score":0.54377615,"about_ca_system_score_codex":0.000034681925,"about_ca_system_score_gemma":0.0001614007,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W2368980591","doi":"","title":"The accurate beam migration method without slant stack under dual-complexity conditions and its application(I):Acoustic equation","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beam (structure); Gaussian beam; Seismic migration; Distortion (music); Acoustics; Acoustic wave equation; Geology; Wave equation; Takeoff; Surface (topology); Optics; Acoustic wave; Physics; Computer science; Geometry; Mathematical analysis; Mathematics; Telecommunications; Materials science; Seismology","score_opus":0.09154331894303222,"score_gpt":0.3178088776426075,"score_spread":0.2262655586995753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2368980591","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15436898,0.0004816688,0.8236995,0.010726192,0.000252932,0.00074870087,0.0001321887,0.00041084157,0.009179039],"genre_scores_gemma":[0.9926302,0.00007516866,0.0047614253,0.0013770103,0.000047085443,0.0000075009684,0.00027008733,0.0000027278788,0.0008288114],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991984,0.000105509964,0.00016511658,0.00018217492,0.00019875186,0.00015005318],"domain_scores_gemma":[0.99932396,0.00023336706,0.00008380449,0.0001427578,0.000115516326,0.0001005721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064240536,0.00009091798,0.00008453494,0.000043965283,0.00035012956,0.000105758,0.00008419416,0.000038995924,0.0001187343],"category_scores_gemma":[0.00008245589,0.0000584182,0.000017694076,0.000127958,0.000084089195,0.00028071576,0.000009809958,0.00008312777,0.00013339036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004418682,0.00025091783,0.10978427,0.00013043953,0.00030453166,0.000009058314,0.0053290064,0.09612642,0.010012739,0.10937165,0.46770567,0.20053343],"study_design_scores_gemma":[0.00018462507,0.000058635214,0.009789801,0.000005465923,0.000021483544,0.000018158906,0.0009303922,0.9396618,0.0025571694,0.033003762,0.013639978,0.00012869855],"about_ca_topic_score_codex":0.0030109077,"about_ca_topic_score_gemma":0.0008384434,"teacher_disagreement_score":0.8435354,"about_ca_system_score_codex":0.000008359669,"about_ca_system_score_gemma":0.0000552615,"threshold_uncertainty_score":0.45516118},"labels":[],"label_agreement":null},{"id":"W2377919284","doi":"","title":"Lg coda attenuation and its distribution image beneath Ordos massif","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Massif; Geology; Coda; Seismology; Attenuation; Seismic wave; Paleontology","score_opus":0.018507769359991936,"score_gpt":0.20933605626532975,"score_spread":0.19082828690533782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377919284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761505,0.00026540796,0.0063234926,0.001524057,0.00011658834,0.00012404418,0.00011965322,0.00023110694,0.015145121],"genre_scores_gemma":[0.99638516,0.00024318832,0.0010129161,0.0007078238,0.000034284032,4.9710496e-7,0.00038187276,0.0000013285943,0.0012329469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951243,0.000022307539,0.00009008095,0.0001414711,0.0001061997,0.00012751711],"domain_scores_gemma":[0.9997783,0.000028284321,0.00002863484,0.00006733086,0.000037880327,0.00005961701],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010427507,0.00006667993,0.00006637263,0.00002987045,0.00018620076,0.000023321834,0.000055224627,0.000033750155,0.0011284571],"category_scores_gemma":[0.000022794593,0.000052606836,0.000016884322,0.00009442997,0.000052517167,0.00028175808,0.00000604652,0.000056283498,0.00018605338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045804776,0.00003396596,0.6083251,0.00002836107,0.000016474747,0.000036452602,0.0003037942,0.000024313664,0.0013664741,0.00065603515,0.23398525,0.15517795],"study_design_scores_gemma":[0.00046702442,0.00018541611,0.6916483,0.000020184789,0.000015475323,0.00016801647,0.00018076073,0.20424144,0.018389013,0.0008478488,0.08347575,0.00036077027],"about_ca_topic_score_codex":0.0012989755,"about_ca_topic_score_gemma":0.000012972767,"teacher_disagreement_score":0.20421712,"about_ca_system_score_codex":0.0000034533243,"about_ca_system_score_gemma":0.00001573774,"threshold_uncertainty_score":0.99978465},"labels":[],"label_agreement":null},{"id":"W2389887327","doi":"","title":"HYDROCARBON DETECTION METHODS BASED ON DUAL PHASE MEDIA THEORY AND ITS APPLICATIONS","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Attenuation; Geology; Biot number; Dispersion (optics); Drilling; Jet (fluid); Petroleum engineering; Flow (mathematics); Phase (matter); Porous medium; Mechanics; Geotechnical engineering; Porosity; Physics; Materials science; Optics","score_opus":0.01365038124240547,"score_gpt":0.2874113553522708,"score_spread":0.27376097410986533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389887327","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43600616,0.0002527148,0.44699946,0.0011989432,0.00083359185,0.0006631403,0.000053275733,0.000975985,0.113016725],"genre_scores_gemma":[0.984948,0.000011002734,0.013055152,0.001766744,0.000073563104,0.0000048798643,0.000021676391,0.0000021927626,0.0001167981],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994486,0.00010842454,0.00008263057,0.0001653388,0.000091129936,0.0001038624],"domain_scores_gemma":[0.9991425,0.00060639007,0.000027091031,0.00012807734,0.000016048227,0.000079862475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080619793,0.00007041131,0.00006349995,0.000093244904,0.00011445601,0.000025050047,0.00006370266,0.00005545833,0.0010447716],"category_scores_gemma":[0.00013062225,0.000053377094,0.00001959632,0.00010375113,0.000050674033,0.000075244425,0.0000032897826,0.00016440592,0.000055135908],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037345897,0.000018832565,0.00017077709,0.0000036638878,0.0000019715653,5.6615005e-7,0.000032965214,0.000008047124,0.010853586,0.00072434364,0.0002008733,0.98794705],"study_design_scores_gemma":[0.0004137356,0.0001639844,0.0010408666,0.0000044515205,0.0000152267185,0.000011034121,0.00007243179,0.58550745,0.35845515,0.010424606,0.043723803,0.0001672352],"about_ca_topic_score_codex":0.00019613594,"about_ca_topic_score_gemma":0.00003912817,"teacher_disagreement_score":0.9877798,"about_ca_system_score_codex":9.793546e-7,"about_ca_system_score_gemma":0.000012877467,"threshold_uncertainty_score":0.9998684},"labels":[],"label_agreement":null},{"id":"W2392956351","doi":"","title":"Study on Shear Wave Velocity Structure beneath Jiangsu and Shandong Province and Its Relationship to Earthquakes","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Geology; Crust; Seismology; Outcrop; Slab; Wave velocity; Shear (geology); Mantle (geology); Shear zone; Petrology; Geophysics; Geomorphology; Tectonics","score_opus":0.028507649129617185,"score_gpt":0.23529837186011135,"score_spread":0.20679072273049418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392956351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938356,0.00013857598,0.000053216765,0.0019213159,0.00003387191,0.00035199223,0.000029078508,0.00010232535,0.0035339838],"genre_scores_gemma":[0.9943185,0.0000082967845,0.0026932568,0.0019309431,0.000055097058,7.489288e-7,0.000009310373,0.0000026785806,0.0009811642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992524,0.00004883597,0.00011241047,0.00026699438,0.00016068264,0.00015868295],"domain_scores_gemma":[0.9996278,0.000097371194,0.00002360129,0.0001058457,0.000021333468,0.00012404734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017669643,0.00010990427,0.000106958396,0.00008842345,0.00021352756,0.000075283315,0.00006012085,0.00004396658,0.00027253316],"category_scores_gemma":[0.000057422934,0.00008195242,0.000011272328,0.00009431562,0.000026456546,0.00021549656,0.00001435124,0.00013094669,0.000037875976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006681809,0.000034159657,0.7760647,0.000012017788,0.000012288489,0.0000121618805,0.0022603024,0.00021650201,0.000026864594,0.00037783742,0.005038565,0.21587782],"study_design_scores_gemma":[0.0002616263,0.00042285156,0.9814168,0.000015661162,0.000008381682,0.000015399019,0.00060547685,0.011719005,0.00113763,0.00025061195,0.0039855656,0.00016098902],"about_ca_topic_score_codex":0.0005379184,"about_ca_topic_score_gemma":0.00046778997,"teacher_disagreement_score":0.21571682,"about_ca_system_score_codex":0.0000038322178,"about_ca_system_score_gemma":0.000017736142,"threshold_uncertainty_score":0.33419228},"labels":[],"label_agreement":null},{"id":"W2405433760","doi":"10.1093/gji/ggv523","title":"<i>In situ</i>evidence for frequency dependence of near-surface<i>Q</i>","year":2015,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geophone; Geology; Seismology; Interference (communication); Attenuation; Surface wave; Reflection (computer programming); Seismic wave; Noise (video); Coupling (piping); Quality (philosophy); Acoustics; Physics; Optics; Telecommunications; Materials science; Computer science","score_opus":0.04789929475231772,"score_gpt":0.29500225480097547,"score_spread":0.24710296004865775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405433760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808253,0.00034971864,0.006614429,0.0047981166,0.001548244,0.000116877905,0.00003399374,0.000024190918,0.0056891027],"genre_scores_gemma":[0.98216313,0.000039982748,0.016148772,0.0011732398,0.00024759077,4.8509844e-7,0.00000837147,0.0000023054045,0.00021610991],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989817,0.000041081505,0.00026441523,0.00013249039,0.00041472516,0.00016554429],"domain_scores_gemma":[0.9992232,0.00021356656,0.00013510563,0.00007733272,0.0002339518,0.00011689427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045872596,0.00007856636,0.00012780205,0.000033972356,0.00004376106,0.00006839813,0.0003892621,0.000034901237,0.00018974296],"category_scores_gemma":[0.00026775524,0.000065372384,0.0000836921,0.00010055029,0.00008619908,0.0006790056,0.000013485615,0.00018595703,0.00006565347],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013073611,0.00046231368,0.6265775,0.00006364216,0.0001651102,0.0002579713,0.0019422419,0.014357589,0.021490088,0.004777784,0.203637,0.12496141],"study_design_scores_gemma":[0.0039221765,0.0018404763,0.15752633,0.0008513918,0.000059951268,0.0007710615,0.0007329218,0.26560742,0.052959252,0.45799595,0.056717243,0.00101584],"about_ca_topic_score_codex":0.0015094237,"about_ca_topic_score_gemma":0.00002859222,"teacher_disagreement_score":0.46905115,"about_ca_system_score_codex":0.000017047054,"about_ca_system_score_gemma":0.00014190559,"threshold_uncertainty_score":0.26658085},"labels":[],"label_agreement":null},{"id":"W2405502762","doi":"10.1093/gji/ggw168","title":"Detection and analysis of microseismic events using a Matched Filtering Algorithm (MFA)","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Microseism; Waveform; Amplitude; Geology; Envelope (radar); Seismology; Attenuation; Data set; Algorithm; Event (particle physics); Computer science; Artificial intelligence; Physics; Telecommunications; Optics","score_opus":0.013336410431303288,"score_gpt":0.24182564718920663,"score_spread":0.22848923675790334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405502762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90405554,0.000022835926,0.09520987,0.00025809152,0.0002816147,0.000019294626,0.000059742433,0.000013797301,0.00007924295],"genre_scores_gemma":[0.9934148,0.00004826026,0.006143121,0.00016317678,0.00012581893,1.2835957e-7,0.0000065544536,0.0000019564584,0.00009619402],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99932736,0.000033262637,0.00018978876,0.000115323164,0.0002211946,0.00011305721],"domain_scores_gemma":[0.9996077,0.000061222905,0.00013800387,0.000052784188,0.000078554614,0.00006176966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013996003,0.00006987193,0.00013912261,0.00025791174,0.00006762716,0.0000303127,0.00012768488,0.000027585254,0.00038459827],"category_scores_gemma":[0.000019661626,0.000047317397,0.00010537682,0.00016264322,0.000052090418,0.00025851413,0.000016686688,0.00007911191,0.00000789274],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039134757,0.000023255332,0.041172694,0.0000025242841,0.00046503646,0.000008015146,0.00007225565,0.0001494512,0.103783324,0.0000055236164,0.00006445002,0.8542143],"study_design_scores_gemma":[0.00042460818,0.00008835092,0.5296302,0.00007705611,0.00020277048,0.00014745233,0.000053872514,0.4441723,0.020247528,0.00352095,0.0012689765,0.00016596002],"about_ca_topic_score_codex":0.0006738785,"about_ca_topic_score_gemma":0.0000060418433,"teacher_disagreement_score":0.8540484,"about_ca_system_score_codex":0.000013557788,"about_ca_system_score_gemma":0.0000128481215,"threshold_uncertainty_score":0.42110813},"labels":[],"label_agreement":null},{"id":"W2405634044","doi":"","title":"On the extraction of seismic AVF information and the inversion of anelastic reflectivity","year":2011,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reflection coefficient; Inversion (geology); Reflection (computer programming); Reflectivity; Amplitude; Geology; Seismic inversion; Optics; Physics; Seismology; Computer science","score_opus":0.02067378308592021,"score_gpt":0.20773371184662964,"score_spread":0.18705992876070943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405634044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98290175,0.000039266026,0.0008447869,0.0004362056,0.00008799656,0.000095004434,0.000005100752,0.000016607475,0.015573265],"genre_scores_gemma":[0.9991089,0.000048650447,0.000098536686,0.00070808147,0.000005059344,3.6957442e-7,0.0000036243587,5.3611e-7,0.000026229736],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996305,0.000070691,0.000104890336,0.00004181252,0.00010034405,0.000051743285],"domain_scores_gemma":[0.9994826,0.00027063457,0.00011142185,0.00009863955,0.00002466977,0.0000120623545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003717141,0.000039565133,0.000060301107,0.000043305423,0.00006982909,0.0000054224993,0.00007436971,0.000019941246,0.00016194192],"category_scores_gemma":[0.00009080567,0.000019582507,0.000020869242,0.000081581034,0.00016747153,0.00022529083,0.0000059096956,0.00007526187,0.000019950143],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003978466,0.00015816404,0.0852677,0.00029944585,0.00014515761,0.0000033350814,0.029236147,0.0033349267,0.001641505,0.02204312,0.044127394,0.8097646],"study_design_scores_gemma":[0.0010377072,0.0005686878,0.107045576,0.00012221995,0.000063412626,0.00002553795,0.0019171376,0.76469177,0.06578391,0.0536392,0.004914341,0.0001904946],"about_ca_topic_score_codex":0.0091909,"about_ca_topic_score_gemma":0.000019018242,"teacher_disagreement_score":0.8095741,"about_ca_system_score_codex":0.0000015271797,"about_ca_system_score_gemma":0.00001026568,"threshold_uncertainty_score":0.99740696},"labels":[],"label_agreement":null},{"id":"W2406726851","doi":"10.3997/1365-2397.2016005","title":"Building more robust low-frequency models for seismic impedance inversion","year":2016,"lang":"en","type":"article","venue":"First Break","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Regional geology; Geology; Seismic inversion; Environmental geology; Engineering geology; Workflow; Electrical impedance; Low frequency; Seismology; Economic geology; Frequency band; Seismic to simulation; Reservoir modeling; Computer science; Volcanism; Telecommunications; Geotechnical engineering; Engineering; Meteorology; Database","score_opus":0.0199170651982828,"score_gpt":0.2184182918823018,"score_spread":0.198501226684019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406726851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4920794,0.0010586352,0.48067313,0.016424771,0.0011824347,0.00077557436,0.0006308155,0.0009135916,0.0062616523],"genre_scores_gemma":[0.9792067,0.00013082066,0.017606497,0.0021926009,0.00011806519,0.000005621811,0.00003431682,0.000009338085,0.000696058],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988699,0.000020167225,0.00019061891,0.00035054426,0.00018841453,0.0003803751],"domain_scores_gemma":[0.9993106,0.0001755774,0.000084480314,0.00027029405,0.000061484454,0.000097565666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021107265,0.00016314046,0.0001591672,0.000105085855,0.00025859283,0.00003628424,0.00032987603,0.00009129723,0.00033714127],"category_scores_gemma":[0.00005327889,0.000111427194,0.000096979,0.00013383104,0.00010291817,0.00060123723,0.00001918164,0.00007387225,0.00011990765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014630926,0.000048490267,0.025603898,0.00024802104,0.000045733323,0.000022297383,0.0006171874,0.0187537,0.0014833134,0.0011681337,0.28018725,0.6716757],"study_design_scores_gemma":[0.0007869453,0.00013503451,0.0018977459,0.0003950534,0.000020285,0.000029121538,0.00007194973,0.88630986,0.006957974,0.028158557,0.07481305,0.0004243971],"about_ca_topic_score_codex":0.0029742268,"about_ca_topic_score_gemma":0.000029222001,"teacher_disagreement_score":0.8675562,"about_ca_system_score_codex":0.000021596,"about_ca_system_score_gemma":0.00004283558,"threshold_uncertainty_score":0.45438692},"labels":[],"label_agreement":null},{"id":"W2407041458","doi":"10.1190/geo2015-0383.1","title":"A simple hydromechanical approach for simulating squirt-type flow","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Swiss Competence Center for Energy Research – Supply of Electricity","keywords":"Mesoscopic physics; Biot number; Mechanics; Dissipation; Laminar flow; Fluid dynamics; Flow (mathematics); Geology; Poromechanics; Attenuation; Boundary value problem; Physics; Porous medium; Geotechnical engineering; Porosity","score_opus":0.02239113901005802,"score_gpt":0.2318644779522069,"score_spread":0.2094733389421489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407041458","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4162977,0.00010297989,0.5727637,0.0005902784,0.00062149344,0.00063889736,0.00023202367,0.0007057918,0.008047128],"genre_scores_gemma":[0.9752982,0.0000058842,0.023181519,0.00079836854,0.00021837318,0.0000017435294,0.00009919872,0.0000054617303,0.00039119847],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923456,0.000021751255,0.00012100091,0.00022392694,0.00013132108,0.00026746883],"domain_scores_gemma":[0.999486,0.00017826432,0.00004416697,0.00018062336,0.000044053806,0.000066875895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015201647,0.00009947844,0.00012523159,0.000027246013,0.00012598734,0.000024066017,0.00015764333,0.000048926297,0.0002044813],"category_scores_gemma":[0.00006456866,0.00006499507,0.000066972665,0.00011890732,0.000040181283,0.00016019656,0.000013123206,0.000050236085,0.00012703615],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007664713,0.000039985804,0.0060964855,0.000036561534,0.000023369934,0.0000017821278,0.00010229987,0.0017505189,0.0015850838,0.00049990497,0.019391509,0.97039586],"study_design_scores_gemma":[0.00037718515,0.00023326329,0.0007816744,0.000013886348,0.000012791528,0.0000024760436,0.000037621543,0.9340768,0.0027624322,0.034241777,0.02723692,0.00022318862],"about_ca_topic_score_codex":0.00024592748,"about_ca_topic_score_gemma":0.0000013468207,"teacher_disagreement_score":0.97017264,"about_ca_system_score_codex":0.0000040354325,"about_ca_system_score_gemma":0.000023589271,"threshold_uncertainty_score":0.2650422},"labels":[],"label_agreement":null},{"id":"W2410312969","doi":"10.1190/geo2015-0406.1","title":"Solid viscosity of fluid-saturated porous rock with squirt flows at seismic frequencies","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Poromechanics; Biot number; Porous medium; Mechanics; Geology; Fluid dynamics; Viscosity; Porosity; Volume viscosity; Flow (mathematics); Attenuation; Physics; Geotechnical engineering; Thermodynamics","score_opus":0.008938727408619647,"score_gpt":0.20368188825992659,"score_spread":0.19474316085130694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410312969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945946,0.00009825309,0.0022796753,0.0003784794,0.00014514467,0.00010747328,0.0001155341,0.0001562304,0.0021246371],"genre_scores_gemma":[0.99713165,0.000057254943,0.0006468682,0.0007266754,0.00006683397,8.056578e-7,0.000048542814,0.0000056767763,0.0013156786],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99901485,0.000038587714,0.00017071443,0.000238605,0.00025419428,0.00028302855],"domain_scores_gemma":[0.9993818,0.000054392895,0.0001103438,0.00028410173,0.000093140545,0.00007621331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091605,0.00015688644,0.00021175215,0.000049206436,0.00013091828,0.00001605336,0.00021898972,0.000056190467,0.0004212256],"category_scores_gemma":[0.00001302864,0.00009179107,0.000051660423,0.00018358017,0.00010550364,0.00027290027,0.000023105178,0.000070054935,0.00036946687],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00104868,0.00022530009,0.17087257,0.00023561668,0.00032971508,0.00014582826,0.0018990441,0.0049742586,0.33334824,0.00025698356,0.15225603,0.33440772],"study_design_scores_gemma":[0.0015589983,0.0014228899,0.09627249,0.00038104714,0.00011035196,0.000111578,0.00028688065,0.05346092,0.80870295,0.006832646,0.02966848,0.0011907677],"about_ca_topic_score_codex":0.004251392,"about_ca_topic_score_gemma":0.00005689161,"teacher_disagreement_score":0.4753547,"about_ca_system_score_codex":0.000013853804,"about_ca_system_score_gemma":0.000064179134,"threshold_uncertainty_score":0.6426861},"labels":[],"label_agreement":null},{"id":"W2411932838","doi":"10.1190/geo2015-0518.1","title":"Polarized wavefield magnitudes with optical flow for elastic angle-domain common-image gathers","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Amplitude; Optics; Wave propagation; Reflection (computer programming); Physics; Geology; Acoustics; Computer science","score_opus":0.009174976974895221,"score_gpt":0.2019721974154194,"score_spread":0.1927972204405242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411932838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53686154,0.00016491282,0.43738624,0.006932687,0.00051137205,0.0008424496,0.00049065193,0.0006564709,0.016153684],"genre_scores_gemma":[0.9063462,0.000016171802,0.09153532,0.0014440687,0.00015956677,0.000005099909,0.0000566176,0.000010415914,0.0004265409],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99914134,0.00002822576,0.00011995961,0.00021927,0.0001713291,0.00031986888],"domain_scores_gemma":[0.99925447,0.00034939314,0.000044125605,0.00020564348,0.000049354683,0.0000970426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013041924,0.00014172142,0.00017209904,0.000037000522,0.00013191519,0.000048821294,0.00018002103,0.000052912023,0.00034573945],"category_scores_gemma":[0.000027970858,0.00008303951,0.00006693297,0.00007902848,0.00015130945,0.00021187791,0.000011141641,0.00008519131,0.00024773888],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013669352,0.0002131211,0.035290975,0.00016069328,0.00018607928,0.00007662712,0.0007544846,0.00004409436,0.016501846,0.005374674,0.028145218,0.91188526],"study_design_scores_gemma":[0.016601892,0.009400971,0.060632385,0.001166137,0.00054695626,0.00020495636,0.0021839088,0.09671643,0.092562325,0.5530128,0.16225336,0.004717874],"about_ca_topic_score_codex":0.00037262167,"about_ca_topic_score_gemma":0.00003593468,"teacher_disagreement_score":0.9071674,"about_ca_system_score_codex":0.0000050603358,"about_ca_system_score_gemma":0.00004222094,"threshold_uncertainty_score":0.37856045},"labels":[],"label_agreement":null},{"id":"W2412230376","doi":"","title":"Squeezing Every Last Drop Out of a Coarse 3D Oil Sands Dataset for Refining 3D Survey Design - A Case History*","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Asphalt; Petrophysics; Geology; Steam injection; Petroleum engineering; Steam-assisted gravity drainage; Oil in place; Oil refinery; Geotechnical engineering; Mining engineering; Petroleum; Archaeology; Engineering; Waste management; Paleontology; Geography","score_opus":0.08355984474574617,"score_gpt":0.25297918641648953,"score_spread":0.16941934167074335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412230376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44762307,0.005525023,0.42110518,0.001667875,0.008014321,0.0024240252,0.03603066,0.0022453952,0.07536446],"genre_scores_gemma":[0.756046,0.00009063531,0.22200812,0.0054045804,0.00011814566,0.000021174425,0.007831146,0.000022527065,0.008457662],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988303,0.00017407058,0.00028780493,0.00026885976,0.00015568125,0.00028323565],"domain_scores_gemma":[0.998749,0.0006394569,0.00012862965,0.00028322358,0.000090787296,0.00010888928],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001115646,0.00014509194,0.00022512629,0.0001240944,0.00011228726,0.000035872945,0.0001910894,0.00006939704,0.0029963087],"category_scores_gemma":[0.00022496781,0.00011819878,0.000042442454,0.00007971567,0.000111759044,0.00040416553,0.000018494733,0.00010215416,0.00015469998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005043963,0.000016916636,0.008102335,0.00003779623,0.000015152872,0.00003302944,0.00020530129,0.00008082385,0.000120523524,0.0000019865847,0.8797707,0.11156501],"study_design_scores_gemma":[0.0008432429,0.0005235999,0.0017696643,0.00009628611,0.00004623971,0.00021902187,0.00040525285,0.49906084,0.0015247863,0.000055023032,0.49487072,0.00058532605],"about_ca_topic_score_codex":0.08804978,"about_ca_topic_score_gemma":0.0017548222,"teacher_disagreement_score":0.49898002,"about_ca_system_score_codex":0.000017809003,"about_ca_system_score_gemma":0.00010727822,"threshold_uncertainty_score":0.9979151},"labels":[],"label_agreement":null},{"id":"W2413078019","doi":"10.1190/geo2014-0404.1","title":"Macroscopic framework for viscoelasticity, poroelasticity, and wave-induced fluid flows — Part 2: Effective media","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Poromechanics; Viscoelasticity; Attenuation; Moduli; Mechanics; Standard linear solid model; Inertial frame of reference; Shear (geology); Physics; Geology; Dispersion (optics); Wave propagation; Elasticity (physics); Porous medium; Classical mechanics; Geotechnical engineering; Optics; Thermodynamics","score_opus":0.01672945405353374,"score_gpt":0.232899001362612,"score_spread":0.21616954730907825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413078019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276141,0.00007959525,0.06927137,0.0005957285,0.0010953766,0.00042990834,0.00023228076,0.00018071396,0.0005009351],"genre_scores_gemma":[0.9918025,0.00004765299,0.0067095077,0.00083775906,0.00048803785,0.000011636658,0.00002734229,0.000008902125,0.000066645385],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988684,0.00004986374,0.0001651177,0.00034505373,0.00019293603,0.00037859424],"domain_scores_gemma":[0.9980783,0.001457285,0.00006946125,0.00019264371,0.00006113648,0.00014120052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016380848,0.00018731809,0.00023064266,0.000050045044,0.0001888039,0.000053459316,0.00013656677,0.00010658857,0.00022251101],"category_scores_gemma":[0.00026259117,0.0001260202,0.000063183536,0.00011314071,0.00011348823,0.00020703666,0.00003296953,0.00011720583,0.00014024337],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001574227,0.00005335986,0.01587062,0.00009708422,0.000068435635,0.000012430272,0.00060791924,0.000009035051,0.004858411,0.00399869,0.0067718024,0.9674948],"study_design_scores_gemma":[0.0025027199,0.0020648232,0.19189495,0.0010815159,0.00021519394,0.00003384905,0.0002541723,0.028012145,0.10499834,0.648025,0.019388754,0.0015285307],"about_ca_topic_score_codex":0.0003769738,"about_ca_topic_score_gemma":0.000029482859,"teacher_disagreement_score":0.9659663,"about_ca_system_score_codex":0.000007651525,"about_ca_system_score_gemma":0.000031529376,"threshold_uncertainty_score":0.51389545},"labels":[],"label_agreement":null},{"id":"W2415663724","doi":"10.1190/geo2015-0345.1","title":"Time-lapse full-waveform inversion with ocean-bottom-cable data: Application on Valhall field","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Imperial College London; Hess Corporation","keywords":"Inversion (geology); Geology; Spurious relationship; Offset (computer science); Baseline (sea); Ocean bottom; Waveform; Seismic survey; Geodesy; Seismology; Remote sensing; Computer science; Telecommunications; Oceanography","score_opus":0.012267383761041226,"score_gpt":0.2019643961868359,"score_spread":0.18969701242579468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415663724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9243963,0.00006310364,0.017987298,0.007992583,0.0003969368,0.00065449707,0.00028018787,0.0007970894,0.04743204],"genre_scores_gemma":[0.9901707,0.0000739887,0.0018699773,0.0040792013,0.00022411386,0.0000011002351,0.0004077445,0.000008162879,0.003165012],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990366,0.00002215167,0.00011088086,0.00034553913,0.00025137904,0.00023341889],"domain_scores_gemma":[0.9990213,0.00013600777,0.000077185,0.000647346,0.000038918348,0.00007924211],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014886822,0.00013165968,0.000120982775,0.000048082587,0.00013157749,0.000028591809,0.00038870075,0.000058693295,0.00051093154],"category_scores_gemma":[0.000017652332,0.00007787348,0.000025840089,0.00015044755,0.00006888877,0.00046505823,0.000033197477,0.00011295386,0.0030534156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027228025,0.00006579595,0.009918116,0.000025558382,0.000029785147,0.000008085476,0.000093977294,0.000084190244,0.00082715944,0.00016304679,0.29613137,0.6923806],"study_design_scores_gemma":[0.0025092768,0.0038246529,0.009201081,0.0004785855,0.00013994177,0.000037027778,0.00026840842,0.30428937,0.04202607,0.016452864,0.619043,0.0017297093],"about_ca_topic_score_codex":0.0014815212,"about_ca_topic_score_gemma":0.000012208355,"teacher_disagreement_score":0.69065094,"about_ca_system_score_codex":0.000008426415,"about_ca_system_score_gemma":0.000038660663,"threshold_uncertainty_score":0.9977228},"labels":[],"label_agreement":null},{"id":"W2417982911","doi":"10.1190/int-2015-0221.1","title":"Improve impedance inversion by adopting seismic sedimentary-guided a priori model","year":2016,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"PetroChina Company Limited","keywords":"Geology; Facies; A priori and a posteriori; Inversion (geology); Seismic inversion; Kriging; Sedimentary depositional environment; Lithology; Regional geology; Sedimentology; Structural basin; Geomorphology; Seismology; Paleontology; Tectonics; Computer science; Machine learning; Volcanism; Azimuth; Geometry","score_opus":0.00987958931446732,"score_gpt":0.22655207986156362,"score_spread":0.2166724905470963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417982911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72201973,0.00019455556,0.27017802,0.0024283044,0.0005227027,0.0002384916,0.00011634654,0.00032921124,0.003972667],"genre_scores_gemma":[0.98938334,0.00005337891,0.0048588016,0.0046386537,0.000036813,0.0000020813306,0.000053157157,0.0000053323797,0.00096842274],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990517,0.000043276763,0.00021742759,0.00027247245,0.00019827465,0.00021685688],"domain_scores_gemma":[0.9995245,0.00008289715,0.000117645744,0.00015311968,0.00004895266,0.00007292555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049761,0.00012527939,0.00010611927,0.00007508009,0.00008911038,0.000035594177,0.00017174498,0.000058204278,0.00023887152],"category_scores_gemma":[0.000053862368,0.00008837093,0.00005291116,0.00007816511,0.000057094196,0.0006059093,0.000014812734,0.00008046724,0.00020640166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007352977,0.000011133744,0.008697838,0.000017962482,0.000015676855,0.0000020266903,0.00079275586,0.0009919178,0.025844656,0.000010611234,0.11696987,0.84657204],"study_design_scores_gemma":[0.00027698308,0.0000870933,0.00015162402,0.00009746052,0.000010243662,0.0000038269177,0.00008041342,0.9515767,0.04109777,0.0008387138,0.005636334,0.00014285039],"about_ca_topic_score_codex":0.0015088206,"about_ca_topic_score_gemma":0.0000066610733,"teacher_disagreement_score":0.95058477,"about_ca_system_score_codex":0.000029726492,"about_ca_system_score_gemma":0.000036430403,"threshold_uncertainty_score":0.3603662},"labels":[],"label_agreement":null},{"id":"W2418655403","doi":"10.1190/geo2015-0372.1","title":"Mitigation of guided wave contamination in waveform tomography of marine seismic reflection data from southwestern Alaska","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"U.S. Geological Survey; Woods Hole Oceanographic Institution","keywords":"Geology; Tomography; Waveform; Amplitude; Seismology; Inversion (geology); Acoustics; Optics; Radar; Computer science; Physics; Telecommunications","score_opus":0.029595658772443974,"score_gpt":0.23872085735522355,"score_spread":0.2091251985827796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418655403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631786,0.000014762266,0.0016341723,0.00015252388,0.00013334624,0.00009680863,0.0002849579,0.0000298622,0.0013356791],"genre_scores_gemma":[0.9981415,0.000033460397,0.0006932248,0.000101867154,0.000041724503,5.4704634e-7,0.00089131575,0.0000026719347,0.00009368828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923444,0.000043933003,0.0002547454,0.00018588573,0.00017327703,0.00010773511],"domain_scores_gemma":[0.9993378,0.00009005121,0.00017686102,0.00031470746,0.000058017875,0.000022555365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960526,0.00008030556,0.00014899138,0.000118379605,0.000019933937,0.0000063067528,0.00016372306,0.00004747002,0.0001229734],"category_scores_gemma":[0.000024644183,0.00005771446,0.000032746575,0.00020858756,0.00007058083,0.00038701197,0.000031139673,0.00004671969,0.000017298818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004676263,0.00002163832,0.56373507,0.000021415535,0.000015889435,0.0000012972091,0.00023554362,0.000011155845,0.004037085,0.00001427031,0.00068727636,0.43117258],"study_design_scores_gemma":[0.0007028072,0.00019238635,0.8758052,0.00013498269,0.000024608331,0.0000019144113,0.000120248245,0.024523223,0.08551773,0.012217189,0.0006146155,0.00014511547],"about_ca_topic_score_codex":0.011252497,"about_ca_topic_score_gemma":0.00033879204,"teacher_disagreement_score":0.43102744,"about_ca_system_score_codex":0.0000060785856,"about_ca_system_score_gemma":0.00002051011,"threshold_uncertainty_score":0.99533165},"labels":[],"label_agreement":null},{"id":"W2418881573","doi":"10.1002/2016gl069219","title":"The effect of crack orientation on the nonlinear interaction of a <i>P</i> wave with an <i>S</i> wave","year":2016,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Research and Development Corporation of Newfoundland and Labrador; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Chevron","keywords":"Nonlinear system; Amplitude; Orientation (vector space); Anisotropy; SIGNAL (programming language); Scale (ratio); Work (physics); Mechanics; Acoustics; Materials science; Geology; Physics; Optics; Geometry; Mathematics; Computer science; Thermodynamics","score_opus":0.026852632488733076,"score_gpt":0.28583965491388086,"score_spread":0.25898702242514776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418881573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98837835,0.0000057425627,0.00011176688,0.010296303,0.000060118287,0.00022257856,0.000016694737,0.000016265749,0.0008921652],"genre_scores_gemma":[0.9989652,0.00001512488,0.00009223781,0.0007504902,0.00008784556,0.0000044877706,0.000009393944,0.0000033475374,0.000071887545],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982873,0.0005330701,0.0001244701,0.00016919675,0.0006427257,0.00024323957],"domain_scores_gemma":[0.99628353,0.0032211395,0.00006845911,0.00028523806,0.0000894835,0.000052170562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094799267,0.000078388606,0.000102600025,0.00005354352,0.00018242758,0.0000290868,0.00019046928,0.000019917263,0.000051297324],"category_scores_gemma":[0.00023975235,0.000027682232,0.00004636679,0.00022959034,0.0005732426,0.0001812834,0.000014495126,0.00021960911,0.000047733018],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046859737,0.000080377285,0.0073549086,0.00004985487,0.00006962202,0.000017169254,0.0005233701,0.000038486014,0.11655418,0.0005010085,0.034299858,0.8358252],"study_design_scores_gemma":[0.00087103195,0.008697822,0.014112808,0.00028461427,0.000018064891,0.0000067507626,0.00036835673,0.01508312,0.9470868,0.0014629625,0.011825816,0.00018186294],"about_ca_topic_score_codex":0.0012639206,"about_ca_topic_score_gemma":0.000020891124,"teacher_disagreement_score":0.83564335,"about_ca_system_score_codex":0.000008107727,"about_ca_system_score_gemma":0.00002010157,"threshold_uncertainty_score":0.21121363},"labels":[],"label_agreement":null},{"id":"W2421344251","doi":"10.1111/1365-2478.12403","title":"Static and dynamic pressure sensitivity anisotropy of a calcareous shale","year":2016,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy; Geological Survey of Canada; University of Alberta","funders":"","keywords":"Transverse isotropy; Anisotropy; Geology; Elastic modulus; Bed; Isotropy; Overburden pressure; Porosity; Orthotropic material; Mineralogy; Perpendicular; Geophysics; Geotechnical engineering; Materials science; Geometry; Optics; Composite material; Physics","score_opus":0.005509741256420346,"score_gpt":0.20460725942755037,"score_spread":0.19909751817113003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2421344251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692285,0.00006839377,0.001662175,0.00043742097,0.00005402827,0.00010441357,0.000042459782,0.000098443576,0.0006098302],"genre_scores_gemma":[0.9980483,0.00001089952,0.001513701,0.00012269853,0.000031413034,4.3277637e-7,0.0000027841284,0.0000029573523,0.00026677863],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993393,0.00003115528,0.0001123487,0.00020233831,0.00013371813,0.00018114036],"domain_scores_gemma":[0.99958116,0.00015271798,0.00006631977,0.00011193371,0.000034676254,0.000053187083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013676834,0.000083110775,0.00014842935,0.000027244676,0.000082657076,0.000014663116,0.00004757213,0.000027255586,0.000073514275],"category_scores_gemma":[0.000062299994,0.00005393259,0.000032122505,0.00007512943,0.00013019539,0.0001328646,0.000017704326,0.00007187843,0.000023622939],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007466463,0.000059614285,0.37772256,0.0001636016,0.000051798143,0.00004197313,0.00071887544,0.0000323692,0.023990938,0.0006565503,0.0006351576,0.5958519],"study_design_scores_gemma":[0.0007353207,0.000572318,0.7012898,0.00025561685,0.000067073444,0.00007823904,0.00031427928,0.23784743,0.028364992,0.028782217,0.0012186158,0.0004740996],"about_ca_topic_score_codex":0.0025285874,"about_ca_topic_score_gemma":0.000020679483,"teacher_disagreement_score":0.5953778,"about_ca_system_score_codex":0.0000031933305,"about_ca_system_score_gemma":0.000012741721,"threshold_uncertainty_score":0.38224846},"labels":[],"label_agreement":null},{"id":"W2425137137","doi":"","title":"Integrated analysis and interpretation of microseismic monitoring of hydraulic fracturing in the Marcellus Shale","year":2016,"lang":"en","type":"article","venue":"D-Scholarship@Pitt (University of Pittsburgh)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Hydraulic fracturing; Geophone; Geology; Induced seismicity; Seismology; Oil shale; Mining engineering; Petroleum engineering","score_opus":0.01293968380981045,"score_gpt":0.20579593021814602,"score_spread":0.19285624640833557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2425137137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881116,0.00026024712,0.011015419,0.0002811324,0.000040439463,0.0000862047,0.00002100922,0.000018443476,0.00016547207],"genre_scores_gemma":[0.998799,0.00021816799,0.0008825104,0.000051998846,0.000006760911,5.4458184e-8,0.0000096111435,0.0000022770976,0.000029595933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907875,0.00016483762,0.00019546364,0.0002011796,0.00021044051,0.00014931183],"domain_scores_gemma":[0.99920094,0.00023027921,0.00022461858,0.00021641176,0.00007724013,0.000050497092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006658668,0.00010469335,0.00026466305,0.0005065014,0.000075491625,0.000012471729,0.0003851785,0.00007633439,0.00019337024],"category_scores_gemma":[0.00006868201,0.000078733145,0.000110400855,0.000623459,0.00022069053,0.0004817599,0.000031126146,0.00016140152,0.0000026969249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008490223,0.000020407899,0.8463691,0.000030584426,0.00007157688,0.0000067037613,0.0024711557,0.000048630085,0.0072271996,0.000008086101,0.000024931436,0.14363675],"study_design_scores_gemma":[0.0003256198,0.00008373973,0.98035765,0.0001832459,0.00011896225,0.0000029734442,0.0034048005,0.002589707,0.010579796,0.001964738,0.0002774322,0.00011134346],"about_ca_topic_score_codex":0.0069513936,"about_ca_topic_score_gemma":0.00009783398,"teacher_disagreement_score":0.1435254,"about_ca_system_score_codex":0.000011431132,"about_ca_system_score_gemma":0.000028343191,"threshold_uncertainty_score":0.9996614},"labels":[],"label_agreement":null},{"id":"W2463318508","doi":"10.1111/1365-2478.12393","title":"Numerical upscaling of frequency‐dependent P‐ and S‐wave moduli in fractured porous media","year":2016,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Poromechanics; Mesoscopic physics; Porous medium; Attenuation; Geology; Moduli; Fracture (geology); Hydrogeology; Dispersion (optics); Mechanics; Elastic modulus; Simple (philosophy); Geotechnical engineering; Porosity; Physics; Optics","score_opus":0.011009920500629393,"score_gpt":0.20294706766672724,"score_spread":0.19193714716609783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463318508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613965,0.00017033354,0.0010219314,0.0005703529,0.00013322814,0.00010144517,0.000011584051,0.000077257915,0.0017742479],"genre_scores_gemma":[0.9974276,0.000015671805,0.0022310428,0.00017617465,0.00011374865,8.6685463e-7,0.0000035734138,0.0000039290962,0.00002739156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989952,0.000039544295,0.00022724086,0.000271236,0.0002182409,0.00024857977],"domain_scores_gemma":[0.99942183,0.0002640656,0.00009138893,0.00012240144,0.000026676948,0.00007363547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020721542,0.00010968147,0.00020989573,0.000063061736,0.000055559336,0.000015795396,0.00009018117,0.000055377644,0.00015805925],"category_scores_gemma":[0.00020177447,0.0000717365,0.000033994158,0.0001367146,0.0000963308,0.00017872576,0.000015800344,0.00015843759,0.000022359274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045973225,0.000059401937,0.5499988,0.000032975335,0.000013329505,0.00004911976,0.001267115,0.00004360798,0.006574312,0.00041504603,0.00010792175,0.44139236],"study_design_scores_gemma":[0.0008707368,0.00022943775,0.84326166,0.00023581035,0.000013654671,0.000033750373,0.00031365117,0.020175105,0.046855733,0.087479204,0.00009669334,0.00043458218],"about_ca_topic_score_codex":0.0058056414,"about_ca_topic_score_gemma":0.00003714469,"teacher_disagreement_score":0.44095778,"about_ca_system_score_codex":0.000009382589,"about_ca_system_score_gemma":0.000017232684,"threshold_uncertainty_score":0.87764317},"labels":[],"label_agreement":null},{"id":"W2466012172","doi":"10.1111/1365-2478.12410","title":"Analysis of velocity dispersion using full‐waveform multichannel sonic logging data: A case study","year":2016,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Velocity dispersion; Attenuation; Geology; Dispersion (optics); Well logging; Regional geology; Waveform; Economic geology; Clathrate hydrate; Seismology; Mineralogy; Sonic logging; Acoustics; Hydrogeology; Geophysics; Hydrate; Optics; Geotechnical engineering; Physics; Chemistry","score_opus":0.045840963796992366,"score_gpt":0.2831924353022891,"score_spread":0.23735147150529673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466012172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952554,0.000026616932,0.004058869,0.000051620198,0.0001161737,0.00020333882,0.000050559887,0.00010670248,0.00013071275],"genre_scores_gemma":[0.99844736,0.0000032455669,0.0013477902,0.00004242103,0.00010906048,5.3430927e-7,0.00001875529,0.0000047169024,0.000026143554],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854547,0.000067254354,0.00029609655,0.00048632963,0.0002822265,0.000322603],"domain_scores_gemma":[0.99894124,0.00020932582,0.0001832737,0.00050827226,0.00007333587,0.00008456112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005456332,0.00014933979,0.00034094643,0.0001980816,0.00031051072,0.000035046207,0.0002878644,0.000038768532,0.00017481184],"category_scores_gemma":[0.00015623576,0.00009673761,0.000107475265,0.0006698093,0.00010254723,0.0004839088,0.00011973153,0.00013246664,0.000024815316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007605943,0.00030722216,0.6920194,0.000037946393,0.0005836642,0.0003781506,0.0020165308,0.00070582645,0.0019929872,0.000009553945,0.000045144086,0.30182755],"study_design_scores_gemma":[0.00037641719,0.0001946581,0.0416692,0.000034301305,0.00048276025,0.00005751169,0.004243527,0.9518372,0.0007140445,0.00015271908,0.000019907853,0.00021775061],"about_ca_topic_score_codex":0.029960293,"about_ca_topic_score_gemma":0.00047276638,"teacher_disagreement_score":0.9511314,"about_ca_system_score_codex":0.000022824892,"about_ca_system_score_gemma":0.00002866342,"threshold_uncertainty_score":0.97649926},"labels":[],"label_agreement":null},{"id":"W2466055023","doi":"10.1111/1365-2478.12406","title":"A generalized effective anisotropic poroelastic model for periodically layered media accounting for both Biot's global and interlayer flows","year":2016,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Alberta","funders":"Université de Lausanne; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Poromechanics; Biot number; Mesoscopic physics; Geology; Anisotropy; Mechanics; Porous medium; Fluid dynamics; Physics; Porosity; Geotechnical engineering; Optics; Condensed matter physics","score_opus":0.010775623951791557,"score_gpt":0.2293539443616201,"score_spread":0.21857832040982855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466055023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83065283,0.00008207177,0.16724496,0.00053046417,0.00023695758,0.0007344152,0.00017680574,0.00020707917,0.00013442764],"genre_scores_gemma":[0.9709663,0.0000062402305,0.028047763,0.0004750238,0.00037969204,0.0000356206,0.000016563246,0.000008917698,0.000063891384],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986987,0.000028707713,0.00021905293,0.0004566434,0.00015923347,0.00043764187],"domain_scores_gemma":[0.9990585,0.0005179837,0.00010481929,0.00012503748,0.000079886064,0.0001137777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022026224,0.00019430082,0.0002779928,0.000036308862,0.00031609574,0.00011256919,0.00015062386,0.00007660351,0.000031789266],"category_scores_gemma":[0.00049136236,0.00012955257,0.000116784686,0.000094544754,0.00010639958,0.0002685378,0.000031328946,0.00008070898,0.000013720995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072524935,0.00008221885,0.08372317,0.00019344158,0.000108390246,0.000003959303,0.0010044103,0.0003356732,0.010581913,0.0028067166,0.0017205279,0.8987143],"study_design_scores_gemma":[0.0015489343,0.0003183568,0.021687414,0.000100767356,0.00003787566,0.000007608238,0.00006348517,0.9415867,0.0011507227,0.032713674,0.00048486475,0.00029959856],"about_ca_topic_score_codex":0.0004974775,"about_ca_topic_score_gemma":0.000073543735,"teacher_disagreement_score":0.94125104,"about_ca_system_score_codex":0.000025863159,"about_ca_system_score_gemma":0.00004380052,"threshold_uncertainty_score":0.5283001},"labels":[],"label_agreement":null},{"id":"W2472511613","doi":"10.3997/2214-4609.201601007","title":"Mitigating Non-linearity in Full Waveform Inversion by Scaled Sobolev Pre-conditioning","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Sobolev space; Inversion (geology); A priori and a posteriori; Scaling; Algorithm; Mathematics; Computer science; Mathematical optimization; Applied mathematics; Mathematical analysis; Geology; Geometry","score_opus":0.013016656679925544,"score_gpt":0.21821083352635232,"score_spread":0.20519417684642677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472511613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839358,0.00009595666,0.00712148,0.0018023768,0.00015567793,0.00017803641,0.00010285557,0.000106835185,0.0065010074],"genre_scores_gemma":[0.9968735,0.00031473662,0.00057312084,0.0010489133,0.00005820715,0.0000034424907,0.00016692522,0.0000038707203,0.0009572821],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988835,0.00005832581,0.0002598601,0.000322794,0.00017457113,0.00030097106],"domain_scores_gemma":[0.9994669,0.00010719428,0.00010379553,0.00013583008,0.00005740511,0.00012885423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032803198,0.00014974459,0.00017173486,0.00011858889,0.0001868707,0.000076267635,0.00011074261,0.0001128771,0.002061406],"category_scores_gemma":[0.000056835448,0.000103335646,0.000036316997,0.00010489385,0.000181718,0.0007153324,0.000021621821,0.00014213688,0.0002475214],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001732445,0.00006515576,0.16166663,0.0000966654,0.000015838334,0.000023437422,0.001138049,0.0000067649294,0.040908523,0.00013431364,0.08158064,0.7141907],"study_design_scores_gemma":[0.011243404,0.0019825222,0.30163625,0.008230182,0.00008329973,0.00012669287,0.0033203894,0.23669915,0.34425843,0.035774924,0.05334181,0.0033029711],"about_ca_topic_score_codex":0.002196371,"about_ca_topic_score_gemma":0.00012061199,"teacher_disagreement_score":0.7108878,"about_ca_system_score_codex":0.000012713182,"about_ca_system_score_gemma":0.00005301162,"threshold_uncertainty_score":0.9988508},"labels":[],"label_agreement":null},{"id":"W2473905998","doi":"10.3997/2214-4609.201601545","title":"Frequency-domain Acoustic Wave Modelling through TI Media in Western Canada -Implications for Anisotropic FWI","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Transverse isotropy; Geology; Anisotropy; Isotropy; Tomography; Inversion (geology); Frequency domain; Seismology; Geometry; Physics; Optics; Mathematical analysis; Mathematics","score_opus":0.047926486148963075,"score_gpt":0.23081318945460674,"score_spread":0.18288670330564366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473905998","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40605137,0.00035536042,0.5799124,0.008870384,0.0002660256,0.0003781264,0.0007146409,0.000093247276,0.0033584188],"genre_scores_gemma":[0.993009,0.0005617049,0.004510079,0.0015086931,0.000064892425,0.000011882966,0.000096863645,0.0000041907642,0.00023273143],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99910897,0.00003748068,0.00021258714,0.00027061344,0.000102096754,0.00026822227],"domain_scores_gemma":[0.9993887,0.00024052363,0.00006967888,0.00015352014,0.00006533139,0.000082266626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012459778,0.0001223361,0.00014868939,0.000056166595,0.00012674635,0.000037148766,0.00009969317,0.000063853586,0.00034418207],"category_scores_gemma":[0.000031265772,0.000084701765,0.00002293755,0.000067395194,0.00008846346,0.0003357241,0.000008280398,0.00006363786,0.000019364801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020672235,0.00015768262,0.3808274,0.00035944468,0.000084464635,0.00007899465,0.006202394,0.0005644712,0.015962465,0.027818184,0.13864543,0.42909235],"study_design_scores_gemma":[0.004023808,0.00044437617,0.13181303,0.0015498756,0.00007863923,0.00008423437,0.0023955223,0.04261838,0.0052319574,0.75852025,0.051389273,0.0018506345],"about_ca_topic_score_codex":0.12667592,"about_ca_topic_score_gemma":0.15851586,"teacher_disagreement_score":0.7307021,"about_ca_system_score_codex":0.000021205095,"about_ca_system_score_gemma":0.00025742367,"threshold_uncertainty_score":0.8791396},"labels":[],"label_agreement":null},{"id":"W2476449487","doi":"10.1190/1.9781560802197.ch8","title":"Vertical Seismic Profiles through Gas-Hydrate-Bearing Sediments","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Physics; Geology","score_opus":0.028377945318090073,"score_gpt":0.22830255474299332,"score_spread":0.19992460942490325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476449487","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01091508,0.00027864816,0.0057552718,0.0010468386,0.0014345498,0.0011231845,0.00026332168,0.0006446259,0.97853845],"genre_scores_gemma":[0.5633121,0.0006508412,0.02696937,0.010802491,0.0020070993,0.000028653272,0.0029213754,0.00015738736,0.3931507],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99813056,0.00002352,0.00047020888,0.00048659398,0.0005754,0.00031372005],"domain_scores_gemma":[0.9989876,0.00007233798,0.0002652497,0.00041955695,0.0001657245,0.000089515226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001734618,0.0003918028,0.0004519833,0.00004788505,0.00026914186,0.00007438738,0.0003082719,0.00042321204,0.00047710203],"category_scores_gemma":[0.0000071883996,0.00037169267,0.0004019287,0.000027413134,0.0004953379,0.00042065477,0.00004378636,0.00071003917,0.00036908302],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055519416,0.00029753818,0.0008604542,0.0026826356,0.0021139104,0.000055066528,0.039821807,0.00087112706,0.04255278,0.06540425,0.29885602,0.54592925],"study_design_scores_gemma":[0.00084539637,0.0005090299,0.000087456174,0.0007452726,0.00023325236,0.000009796485,0.0006621964,0.024395503,0.15440705,0.44864577,0.367909,0.0015502446],"about_ca_topic_score_codex":0.00068707444,"about_ca_topic_score_gemma":0.000007637456,"teacher_disagreement_score":0.58538777,"about_ca_system_score_codex":0.000015244843,"about_ca_system_score_gemma":0.00013348521,"threshold_uncertainty_score":0.9998735},"labels":[],"label_agreement":null},{"id":"W248180757","doi":"10.1016/b978-008044704-9/50287-1","title":"Subsurface seismic images of the structural framework encompassing the CO2 depository Weyburn reservoir in Saskatchewan, Canada","year":2005,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Basement; Structural basin; Tectonics; Seismology; Sedimentary depositional environment; Geochemistry; Geomorphology; Archaeology","score_opus":0.008093246124492215,"score_gpt":0.2005194947063517,"score_spread":0.19242624858185947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W248180757","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07283084,0.007074929,0.000007825428,0.0020248333,0.0016098551,0.00067137455,0.00020873397,0.000073352814,0.91549826],"genre_scores_gemma":[0.5808333,0.0000402768,0.0005953238,0.0024069173,0.00023857185,0.0000014457812,0.000015601292,0.0000192253,0.4158493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998,0.00013933962,0.0005109202,0.00035565102,0.00062396895,0.00037011795],"domain_scores_gemma":[0.99842554,0.00034991305,0.0003715716,0.00070706307,0.00006620017,0.00007973344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033511495,0.0003649283,0.00042976422,0.00007727213,0.0003083154,0.00006247309,0.0010167528,0.00024256471,0.0002920647],"category_scores_gemma":[0.00002324851,0.00021732753,0.0001670271,0.000043624823,0.0004487867,0.00007081274,0.00007444468,0.0012195917,0.00000805778],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019057743,0.0000013493504,0.0065446384,0.00005735591,0.000039155653,0.000019208172,0.0006491329,0.00075284083,0.0000121857165,0.000033740595,0.0052542556,0.9866171],"study_design_scores_gemma":[0.00017190455,0.000040490606,0.010329806,0.0015005629,0.00008068455,0.00005390504,0.0009705412,0.0025509764,0.0021132282,0.00931077,0.97223604,0.0006411204],"about_ca_topic_score_codex":0.14495984,"about_ca_topic_score_gemma":0.5085567,"teacher_disagreement_score":0.985976,"about_ca_system_score_codex":0.000073628915,"about_ca_system_score_gemma":0.0009105203,"threshold_uncertainty_score":0.88623595},"labels":[],"label_agreement":null},{"id":"W2482701360","doi":"10.1190/geo2016-0005.1","title":"The elastic anisotropy of clay minerals","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Anisotropy; Elastic modulus; Isotropy; Transverse isotropy; Stiffness; Materials science; Elasticity (physics); Seismic anisotropy; Mineralogy; Clay minerals; Shear modulus; Bulk modulus; Moduli; Geology; Composite material; Physics; Optics","score_opus":0.009035550825171091,"score_gpt":0.19929556528261727,"score_spread":0.19026001445744617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482701360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96320504,0.00039614402,0.0067830207,0.0033662124,0.0007117642,0.0001351055,0.000077915225,0.00014208685,0.025182722],"genre_scores_gemma":[0.9969126,0.00010541366,0.00045602865,0.00031369616,0.000074093754,2.9556938e-7,0.0000031785212,0.0000014569393,0.0021332204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956024,0.000024021982,0.000091379,0.00007803989,0.00011299956,0.00013333393],"domain_scores_gemma":[0.9995341,0.00020869596,0.000049712664,0.00015110661,0.00002974294,0.000026651429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008771683,0.000050599967,0.00006363051,0.000012330098,0.00008324779,0.000010743787,0.00015267327,0.000016837614,0.00016065217],"category_scores_gemma":[0.00002830195,0.000022833943,0.00003630262,0.000068269685,0.00012178976,0.00007601205,0.000006665337,0.00002843415,0.00024131282],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031382566,0.000011603215,0.021495365,0.000007849435,0.000016994187,0.0000019016313,0.00006834971,0.000011696906,0.011800507,0.0027736307,0.08328639,0.88049436],"study_design_scores_gemma":[0.00081637694,0.00082461676,0.08356445,0.0001369348,0.00004419163,0.000011359625,0.00016458747,0.0070865285,0.10609459,0.1837885,0.6169406,0.000527242],"about_ca_topic_score_codex":0.0005576229,"about_ca_topic_score_gemma":0.0000054901006,"teacher_disagreement_score":0.8799671,"about_ca_system_score_codex":0.0000012785727,"about_ca_system_score_gemma":0.000017310233,"threshold_uncertainty_score":0.31016687},"labels":[],"label_agreement":null},{"id":"W2483007226","doi":"10.1190/geo2015-0713.1","title":"Rock-physics modeling for the elastic properties of organic shale at different maturity stages","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Kerogen; Oil shale; Maturity (psychological); Mineralogy; Geology; Organic matter; Source rock; Texture (cosmology); Anisotropy; Elasticity (physics); Materials science; Chemistry; Composite material; Paleontology; Physics; Organic chemistry","score_opus":0.024742055943776608,"score_gpt":0.19683561736393496,"score_spread":0.17209356142015836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483007226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9410743,0.00035489918,0.057565108,0.00041104684,0.00018327571,0.00019597923,0.00007996027,0.000070670554,0.000064769236],"genre_scores_gemma":[0.99885076,0.000110807654,0.00013243826,0.00017133684,0.00011890984,0.0000032595185,0.000009604146,0.0000053134863,0.00059756584],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933994,0.000019733723,0.00013261303,0.0001509891,0.00016161083,0.00019511978],"domain_scores_gemma":[0.99949044,0.00013814261,0.00006487929,0.00021116553,0.00006377168,0.000031596086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006436998,0.00010968359,0.00013610085,0.000012989591,0.00017936212,0.0000165583,0.00020888845,0.000029939965,0.00009920344],"category_scores_gemma":[0.000026836547,0.0000502279,0.000071638286,0.000056809837,0.000055976197,0.00011686007,0.00003069921,0.000051770898,0.00004983724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009432497,0.00037865315,0.13912924,0.0011648958,0.00045740127,0.0000032593368,0.0040091914,0.012945708,0.214562,0.0015172799,0.019311806,0.60557735],"study_design_scores_gemma":[0.0005822528,0.00025287666,0.005582013,0.00024175031,0.00010152528,0.00000292052,0.00025233542,0.6882469,0.28121135,0.021731311,0.0013807149,0.00041405877],"about_ca_topic_score_codex":0.00025590573,"about_ca_topic_score_gemma":0.0000174394,"teacher_disagreement_score":0.6753012,"about_ca_system_score_codex":0.000007491359,"about_ca_system_score_gemma":0.00001759009,"threshold_uncertainty_score":0.20482343},"labels":[],"label_agreement":null},{"id":"W2484274876","doi":"10.1190/1.9781560802235.ch19","title":"19. Effects of Heavy-Oil Cold Production on VP / VS Ratio","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Production (economics); Environmental science; Petroleum engineering; Geology; Economics","score_opus":0.016139318334148202,"score_gpt":0.2070243603588127,"score_spread":0.1908850420246645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484274876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025795776,0.000876041,0.0022789484,0.0029637534,0.007333548,0.0029910598,0.00047924925,0.0010871795,0.95619446],"genre_scores_gemma":[0.28528145,0.0007614191,0.006309454,0.0044989525,0.0019917078,0.000029810904,0.0010546693,0.000079571175,0.69999295],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99838644,0.00003326291,0.00043071105,0.00042734045,0.00053927855,0.00018297162],"domain_scores_gemma":[0.99848074,0.00013363738,0.000623187,0.0004575452,0.00022975173,0.000075168704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021984096,0.00032004213,0.00046479775,0.000088974724,0.00018722194,0.000029107283,0.00020633145,0.00031463627,0.000079313126],"category_scores_gemma":[0.000028834946,0.0003036816,0.00036379177,0.000034715667,0.00042280823,0.0002172527,0.00001563355,0.00047846712,0.00008282957],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008492854,0.00028930194,0.00012999272,0.00593605,0.00070602907,0.0000099898125,0.011949238,0.0003907616,0.084382445,0.04140403,0.32820582,0.52574706],"study_design_scores_gemma":[0.00051385624,0.0011334013,0.00007653976,0.0009412517,0.00013168559,0.0000025178042,0.00013845062,0.00085797685,0.75937235,0.035630126,0.20050117,0.0007006871],"about_ca_topic_score_codex":0.0005331729,"about_ca_topic_score_gemma":0.000015878155,"teacher_disagreement_score":0.6749899,"about_ca_system_score_codex":0.000014076758,"about_ca_system_score_gemma":0.00013413625,"threshold_uncertainty_score":0.9999415},"labels":[],"label_agreement":null},{"id":"W2487052799","doi":"10.5539/mas.v10n8p117","title":"Effects of Pore Geometry and Pore Structure on Dry P-Wave Velocity","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Trisakti; Institut Teknologi Bandung","keywords":"Porosity; Geometry; Permeability (electromagnetism); Similarity (geometry); Geology; Mineralogy; Materials science; Mechanics; Geotechnical engineering; Mathematics; Chemistry; Physics; Membrane; Computer science; Image (mathematics)","score_opus":0.00769986971147212,"score_gpt":0.1893869782622644,"score_spread":0.18168710855079226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487052799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98681915,0.00008782617,0.007833865,0.00022385096,0.00011139017,0.00015789863,0.00003404007,0.00007252187,0.0046594706],"genre_scores_gemma":[0.9970473,0.000021377862,0.0020528792,0.00076368614,0.00002204329,5.7560885e-7,0.00000417883,0.00000241198,0.00008556348],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883103,0.000012345618,0.00011478347,0.00036639514,0.00041169042,0.00026373885],"domain_scores_gemma":[0.9994521,0.00013009338,0.00007400665,0.0001997266,0.00003083412,0.000113230264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027470716,0.00011428831,0.00013821015,0.00017016978,0.00017372136,0.000029195131,0.00023931802,0.00005255002,0.000084936335],"category_scores_gemma":[0.000052590414,0.00006883318,0.000019024601,0.00030268147,0.00076278043,0.00015194692,0.00003308875,0.00008976392,0.000008690088],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003919171,0.0000120288805,0.007867611,0.000040562456,0.000003865528,0.000010194667,0.00029764598,0.000012019375,0.14746475,0.00057463715,0.0005588287,0.84311867],"study_design_scores_gemma":[0.000511107,0.00017254332,0.1755821,0.000089333036,0.000010247322,0.000014709211,0.0000574522,0.0375113,0.7462492,0.038656753,0.00082528143,0.0003199959],"about_ca_topic_score_codex":0.00012331549,"about_ca_topic_score_gemma":0.000003342239,"teacher_disagreement_score":0.84279865,"about_ca_system_score_codex":0.000008117873,"about_ca_system_score_gemma":0.000055736622,"threshold_uncertainty_score":0.28104964},"labels":[],"label_agreement":null},{"id":"W2487324128","doi":"10.1190/geo2015-0594.1","title":"Estimation of elastic constants for HTI media using Gauss-Newton and full-Newton multiparameter full-waveform inversion","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hessian matrix; Isotropy; Anisotropy; Scattering; Mathematical analysis; Inversion (geology); Physics; Transverse isotropy; Mathematics; Computational physics; Optics; Applied mathematics; Geology","score_opus":0.024093176330969225,"score_gpt":0.23222664945271043,"score_spread":0.2081334731217412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487324128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97062624,0.000043575466,0.028362859,0.00020861322,0.0003020919,0.00019105144,0.00011154899,0.00005011165,0.00010389246],"genre_scores_gemma":[0.9889279,0.000040006413,0.010713028,0.0001529359,0.00006268146,9.622827e-7,0.000049392613,0.0000050954573,0.00004801517],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916095,0.000023706592,0.00020561989,0.00020847665,0.00018024872,0.00022098397],"domain_scores_gemma":[0.9991838,0.0003874769,0.00014579065,0.000142676,0.00006249064,0.00007779746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014787441,0.00012971713,0.00018254903,0.00008452116,0.00010150325,0.000019629448,0.000090712594,0.00006993163,0.00007669395],"category_scores_gemma":[0.00011437256,0.00008942797,0.00004983285,0.00010364321,0.00019020167,0.00034682092,0.000016253045,0.00005076893,0.00003157446],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040651168,0.000042612515,0.009143629,0.00016542668,0.000038187027,0.0000027847577,0.0005367482,0.00065436383,0.04029647,0.00020502342,0.0032546723,0.94525355],"study_design_scores_gemma":[0.0013101567,0.0004885867,0.0076862713,0.0003328868,0.00008101185,0.000015635322,0.00019186099,0.9267294,0.048071407,0.013317647,0.0014043833,0.0003707865],"about_ca_topic_score_codex":0.00063587783,"about_ca_topic_score_gemma":0.000017484734,"teacher_disagreement_score":0.9448828,"about_ca_system_score_codex":0.000010394679,"about_ca_system_score_gemma":0.000039472456,"threshold_uncertainty_score":0.36467668},"labels":[],"label_agreement":null},{"id":"W2494440777","doi":"10.1190/int-2015-0135.1","title":"Hydrocarbon detection for Ordovician carbonate reservoir using amplitude variation with offset and spectral decomposition","year":2016,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"PetroChina Company Limited","keywords":"Carbonate; Geology; Amplitude; Carbonate rock; Mineralogy; Saturation (graph theory); Attenuation; Brine; Sedimentary rock; Optics; Geochemistry; Chemistry","score_opus":0.010531732662778882,"score_gpt":0.2404658152583929,"score_spread":0.22993408259561401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494440777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7007431,0.000025534946,0.29826283,0.00027276936,0.000099373916,0.00016249952,0.000015615882,0.00006919982,0.00034906587],"genre_scores_gemma":[0.99338543,0.000008104758,0.0062723276,0.0002281798,0.00005078778,0.0000035373314,0.00003087042,0.000004474214,0.000016262833],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993979,0.00004482371,0.00013023023,0.00019364593,0.0001038759,0.00012957874],"domain_scores_gemma":[0.9996586,0.00009751299,0.00008521552,0.00007632101,0.0000509839,0.000031356147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017095078,0.000084278814,0.00007946578,0.00011291986,0.000106075226,0.000048239952,0.000046357334,0.00004365271,0.000020876205],"category_scores_gemma":[0.000022791804,0.000057575464,0.000021365291,0.00007742409,0.000037839895,0.0003787095,0.0000032633102,0.00003846355,0.0000034388172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021875133,0.000033391163,0.078786306,0.00008198234,0.00008883204,0.000004493142,0.0020447767,0.0023005693,0.12192125,0.00022455945,0.000092366296,0.79223394],"study_design_scores_gemma":[0.00041964758,0.00038902252,0.05267823,0.00012630782,0.000031676616,0.000023931465,0.00004956818,0.92235017,0.016241184,0.007326009,0.00021543898,0.00014878978],"about_ca_topic_score_codex":0.0023071326,"about_ca_topic_score_gemma":0.0006065774,"teacher_disagreement_score":0.9200496,"about_ca_system_score_codex":0.000024715633,"about_ca_system_score_gemma":0.000016045846,"threshold_uncertainty_score":0.34877098},"labels":[],"label_agreement":null},{"id":"W2494891101","doi":"10.1190/int-2015-0175.1","title":"Detection of near-surface hydrocarbon seeps using P- and S-wave reflections","year":2016,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Institut National de la Recherche Scientifique; Geological Survey of Canada","funders":"","keywords":"Geology; Reflection (computer programming); Amplitude; Seismology; Bedrock; Oil shale; Surface wave; Hydrocarbon; Shear (geology); P wave; Mineralogy; Geophysics; Petrology; Geomorphology; Paleontology; Chemistry; Optics","score_opus":0.02222485745677755,"score_gpt":0.24954641096153457,"score_spread":0.22732155350475702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494891101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92166317,0.000087588654,0.075984456,0.00011296785,0.00015510262,0.000049919658,0.000005789811,0.00005411357,0.0018869061],"genre_scores_gemma":[0.9960823,0.000022702681,0.0037186907,0.00010589466,0.000012418637,1.6314839e-7,0.0000019120337,0.0000018991879,0.00005398794],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995946,0.000039315444,0.00011290379,0.000107292064,0.00007454051,0.00007132366],"domain_scores_gemma":[0.999754,0.00006164081,0.00006532816,0.00006425146,0.00003063012,0.00002413261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010682189,0.00004928237,0.00006080478,0.000030968495,0.00006357881,0.000016643877,0.000025947906,0.000033582146,0.00006535977],"category_scores_gemma":[0.00003704267,0.000035511075,0.000019861365,0.00008316063,0.00007175772,0.00021394336,0.000003833683,0.00003399769,0.0000085698875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008127963,0.000006404849,0.02030435,0.000014930166,0.000015554404,0.0000010529621,0.00092870696,0.00043018462,0.27337426,0.0000107597025,0.00005857904,0.70477396],"study_design_scores_gemma":[0.00015101861,0.00016802936,0.013670683,0.000112000365,0.000017938803,0.000033262604,0.0001111049,0.7389176,0.24342833,0.0024882338,0.0007958344,0.00010599532],"about_ca_topic_score_codex":0.002053423,"about_ca_topic_score_gemma":0.0000676381,"teacher_disagreement_score":0.73848736,"about_ca_system_score_codex":0.000007094479,"about_ca_system_score_gemma":0.000012101114,"threshold_uncertainty_score":0.3104175},"labels":[],"label_agreement":null},{"id":"W2497085265","doi":"10.5539/esr.v5n2p199","title":"An Amplitude-Based Modeling Method and its Application on the Impedance Inversion in Heterogeneous Paleokarst Carbonate Reservoirs","year":2016,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Geology; Extrapolation; Inversion (geology); Carbonate; Amplitude; Offset (computer science); Magnetotellurics; Drilling; Electrical impedance; Tarim basin; Seismic inversion; Structural basin; Interpolation (computer graphics); Seismology; Soil science; Geomorphology; Computer science; Engineering; Geometry","score_opus":0.07916065733147261,"score_gpt":0.3563061154415627,"score_spread":0.2771454581100901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497085265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98891795,0.00014051404,0.005743991,0.0038385177,0.000037138245,0.0003643005,0.000009169623,0.000052544496,0.00089589483],"genre_scores_gemma":[0.9983205,0.000091105285,0.0010365329,0.00047336498,0.000024555433,0.000008682837,0.000002216942,0.000003327716,0.0000396644],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997263,0.0004149685,0.00015840618,0.00057291094,0.0010127549,0.0005779314],"domain_scores_gemma":[0.9986171,0.00055347796,0.000033723398,0.00043445907,0.00017150109,0.00018975204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073754676,0.000100598845,0.00009786235,0.0004361614,0.0007253439,0.00017496331,0.0007229615,0.000047750935,0.00008137408],"category_scores_gemma":[0.0003368314,0.00005588472,0.0000199166,0.0010034825,0.00058068754,0.00042045425,0.00004365971,0.0002579934,0.00006117969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003191178,0.00009035296,0.09332358,0.00003887199,0.000004895246,0.000026995724,0.0010640476,0.08491858,0.12719712,0.0013411846,0.0001769103,0.69149834],"study_design_scores_gemma":[0.0001340873,0.00016692102,0.00371196,0.00005379774,5.410192e-7,0.0000024581118,0.00008194613,0.95859265,0.03458416,0.002120259,0.00046472147,0.00008649596],"about_ca_topic_score_codex":0.0023883183,"about_ca_topic_score_gemma":0.0002687993,"teacher_disagreement_score":0.8736741,"about_ca_system_score_codex":0.000019423927,"about_ca_system_score_gemma":0.00022241403,"threshold_uncertainty_score":0.5578832},"labels":[],"label_agreement":null},{"id":"W2501113198","doi":"10.1190/1.9781560802197.ch7","title":"Inversion of Seismic Data for Elastic Parameters: A Tool for Gas-Hydrate Characterization","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Physics; Crystallography; Analytical Chemistry (journal); Chemistry; Environmental chemistry","score_opus":0.046611717375154786,"score_gpt":0.23773033204518093,"score_spread":0.19111861467002614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501113198","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0350668,0.00016699334,0.90197945,0.0017277603,0.0031376225,0.0086624455,0.029692208,0.000569961,0.018996788],"genre_scores_gemma":[0.40146026,0.00093634974,0.22376695,0.00851791,0.0021635543,0.0001602326,0.18482791,0.00027507593,0.17789176],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998482,0.000016262027,0.0005355195,0.00047823446,0.00028630675,0.00020171225],"domain_scores_gemma":[0.9978836,0.00023955325,0.0008700155,0.00064793107,0.0003109755,0.000047918897],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032014158,0.00028820612,0.00046695195,0.00007939632,0.00016454198,0.000040197305,0.00044190953,0.0002645272,0.000039929393],"category_scores_gemma":[0.00003630043,0.0002837836,0.0003300579,0.000024681543,0.0002721842,0.00048715092,0.0000436641,0.00020643209,0.000013594365],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009334924,0.00010447293,0.00007054847,0.0042538666,0.00073478895,8.976379e-7,0.0045767496,0.00036503357,0.08010617,0.005299218,0.04807218,0.8554826],"study_design_scores_gemma":[0.0012743407,0.0008596449,0.000029101779,0.00076553994,0.00042613587,0.0000016420756,0.00020226983,0.59371316,0.04944389,0.15760237,0.19473179,0.0009501133],"about_ca_topic_score_codex":0.00011619609,"about_ca_topic_score_gemma":0.000006177475,"teacher_disagreement_score":0.8545325,"about_ca_system_score_codex":0.000008612871,"about_ca_system_score_gemma":0.00013709675,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W2501439666","doi":"10.37099/mtu.dc.etdr/82","title":"COHERENCE AND CHIMNEYCUBE INTERPRETATION OF PENOBSCOT AREA OFFSHORE NOVA SCOTIA","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Geology; Submarine pipeline; Coherence (philosophical gambling strategy); Structural basin; Hydrocarbon exploration; Drilling; Seismology; Reflection (computer programming); Fossil fuel; Petrology; Petroleum engineering; Geomorphology; Paleontology; Oceanography; Engineering","score_opus":0.012306382779590225,"score_gpt":0.23371677711606184,"score_spread":0.2214103943364716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501439666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.690476,0.0010229287,0.0005788016,0.00017419335,0.00095256837,0.0003248842,0.00014065809,0.00013364805,0.3061963],"genre_scores_gemma":[0.99078375,0.000100710575,0.00073259475,0.00022811722,0.000026425323,3.9171465e-7,0.0008491528,0.00000491536,0.007273917],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991075,0.000029878454,0.0002562701,0.0002644211,0.0001996754,0.00014224654],"domain_scores_gemma":[0.99941635,0.0000865811,0.00019281583,0.00015551757,0.00009031942,0.000058407713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013586297,0.00017198472,0.00024375733,0.00015380286,0.000039005063,0.000030863626,0.00017506284,0.00013858112,0.005974437],"category_scores_gemma":[0.00004662533,0.00011859839,0.000049482845,0.00008436981,0.00008007998,0.00017750486,0.000005279297,0.00012262134,0.000107636006],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026697083,0.000018741215,0.13854602,0.00036296507,0.000058821286,0.000003878633,0.0013201231,0.0000034778423,0.0011444102,0.00007243002,0.028163629,0.83003855],"study_design_scores_gemma":[0.0011869333,0.0012790373,0.7386378,0.0051880945,0.0002857544,0.00005035061,0.0056480933,0.029095225,0.20143174,0.008910552,0.006192115,0.0020943098],"about_ca_topic_score_codex":0.0077528013,"about_ca_topic_score_gemma":0.0019663647,"teacher_disagreement_score":0.8279442,"about_ca_system_score_codex":0.0000028220481,"about_ca_system_score_gemma":0.00006315658,"threshold_uncertainty_score":0.99885464},"labels":[],"label_agreement":null},{"id":"W2501513583","doi":"10.1190/1.9781560801627.ch5","title":"Examples and Applications","year":2008,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03329290010844896,"score_gpt":0.2123529985458817,"score_spread":0.17906009843743273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501513583","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021018383,0.0015924671,0.005991707,0.00021911762,0.00010505217,0.0006681299,0.00026083319,0.000258046,0.99069446],"genre_scores_gemma":[0.05300536,0.012804802,0.021897653,0.005243785,0.001428501,0.0000447329,0.0025271038,0.000078650446,0.9029694],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910545,0.000009187137,0.00024842244,0.00027785377,0.00023811212,0.00012096587],"domain_scores_gemma":[0.99929816,0.00006492961,0.0002447972,0.0002377296,0.00009830511,0.0000561044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007187577,0.00019799043,0.00025199537,0.000042504642,0.00019958461,0.000024190926,0.00012435667,0.00015015143,0.00011566582],"category_scores_gemma":[0.0000016309756,0.00019405653,0.00016741222,0.000014985071,0.00041552435,0.00014127948,0.000016271808,0.00017189482,0.00006838366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014832102,0.00001234945,0.00009338013,0.00023211386,0.0001295726,0.0000014134303,0.00305567,0.000021445816,0.000110253706,0.01661497,0.13703276,0.8426812],"study_design_scores_gemma":[0.00013553828,0.000082218125,0.000106935644,0.000099810706,0.000036787264,0.000005335192,0.00019627155,0.000815805,0.0005062636,0.078148544,0.9195348,0.0003317151],"about_ca_topic_score_codex":0.00030203507,"about_ca_topic_score_gemma":0.0000059343956,"teacher_disagreement_score":0.8423495,"about_ca_system_score_codex":0.0000046887917,"about_ca_system_score_gemma":0.00005542569,"threshold_uncertainty_score":0.7913396},"labels":[],"label_agreement":null},{"id":"W2501797922","doi":"10.1190/1.9781560802197.ch3","title":"Introduction to Seismic Imaging","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Physics","score_opus":0.013987994361927018,"score_gpt":0.20810185618533658,"score_spread":0.19411386182340956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501797922","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014365984,0.0002475631,0.030114189,0.015919348,0.0036774757,0.0014272864,0.00036320483,0.0009066472,0.9459077],"genre_scores_gemma":[0.06690505,0.00014726454,0.02859035,0.014452021,0.0074798353,0.000012815194,0.0016923374,0.00009077368,0.88062954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985483,0.00001398345,0.0003637695,0.00046637104,0.0003913655,0.00021620294],"domain_scores_gemma":[0.99890965,0.00003515313,0.00030910005,0.00043642687,0.00021126,0.000098396944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021238858,0.00029581855,0.00032904977,0.000102290454,0.00019595466,0.000060898135,0.0002383118,0.00018434624,0.0006569108],"category_scores_gemma":[0.000008534317,0.00029989152,0.00030561507,0.00003189236,0.00022737499,0.0002669307,0.000026577756,0.00047136637,0.0005519343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043279582,0.000013075797,0.000035794357,0.00014214056,0.0000898624,0.0000022334343,0.0031380465,0.00023379609,0.004463924,0.0040570544,0.4571316,0.5306492],"study_design_scores_gemma":[0.00012423098,0.00008911471,0.000030099487,0.000090209665,0.00004400934,0.0000046071887,0.00019887887,0.0045648846,0.010838056,0.06800766,0.9155617,0.0004465801],"about_ca_topic_score_codex":0.0004669803,"about_ca_topic_score_gemma":0.000011795354,"teacher_disagreement_score":0.5302026,"about_ca_system_score_codex":0.0000135497,"about_ca_system_score_gemma":0.00008033675,"threshold_uncertainty_score":0.99994534},"labels":[],"label_agreement":null},{"id":"W2501886747","doi":"10.1190/1.9781560802259.ch22","title":"22. Integrating Seismic-Velocity Tomograms and Seismic Imaging: Application to the Study of a Buried Valley","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists, American Geophysical Union, Environmental and Engineering Geophysical Society eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismology; Geology; Seismic tomography; Inversion (geology); Geophysical imaging; Prestack; Tomography; Geophysics; Mantle (geology); Physics; Tectonics","score_opus":0.005540414255506368,"score_gpt":0.1769972616545137,"score_spread":0.17145684739900735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501886747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612605,0.00023653831,0.03067209,0.0017551753,0.00029740733,0.002967741,0.00048437453,0.00040084252,0.0019253513],"genre_scores_gemma":[0.9935965,0.00016336853,0.0027984893,0.0008664355,0.0003586756,0.000039726514,0.00026134454,0.000053953507,0.001861525],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973825,0.00005189878,0.00063798047,0.0008365928,0.00067304797,0.00041797094],"domain_scores_gemma":[0.998406,0.0002093859,0.0005557865,0.00055695535,0.00006289289,0.00020896588],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002451497,0.00066958595,0.00087030046,0.000048099973,0.0003886383,0.00006815163,0.00039024436,0.00016659105,0.000013946757],"category_scores_gemma":[0.0000074527575,0.00056527235,0.00049433287,0.000121060264,0.0012097452,0.00021237314,0.00019654032,0.0009183399,0.000018623261],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011339598,0.0007149701,0.000902906,0.00038151478,0.0009033038,0.0000024467133,0.028533313,0.0032244194,0.025316356,0.0011518962,0.0025707784,0.9361847],"study_design_scores_gemma":[0.0021174923,0.0035733494,0.03850735,0.00046061914,0.0009223468,0.000015165589,0.025758512,0.80424076,0.0034855092,0.014071674,0.10326962,0.0035775767],"about_ca_topic_score_codex":0.004843706,"about_ca_topic_score_gemma":0.000011069972,"teacher_disagreement_score":0.9326071,"about_ca_system_score_codex":0.00003681225,"about_ca_system_score_gemma":0.00003345639,"threshold_uncertainty_score":0.99967986},"labels":[],"label_agreement":null},{"id":"W2504479615","doi":"10.1190/1.9781560802197.ch5","title":"Seismic AVO for Gas-Hydrate-Related Reflections","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Clathrate hydrate; Geology; Seismology; Petroleum engineering; Hydrate; Chemistry","score_opus":0.032458748007689164,"score_gpt":0.24598989253545808,"score_spread":0.21353114452776892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504479615","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013534367,0.00022883878,0.016501851,0.0016233827,0.001978069,0.0016690801,0.0008001948,0.00076155725,0.9750836],"genre_scores_gemma":[0.08711317,0.00034749825,0.02294256,0.0039938437,0.0009494699,0.000039770737,0.0036865892,0.00010023256,0.8808269],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984817,0.00001768377,0.0004966172,0.0004371378,0.00030848914,0.0002583887],"domain_scores_gemma":[0.9986172,0.000116077674,0.0005156534,0.00038516943,0.00028076046,0.000085138956],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022968199,0.00034315226,0.00041566993,0.000092096765,0.00040534316,0.00005727732,0.00024585766,0.0004961126,0.00036766782],"category_scores_gemma":[0.000009859824,0.00034045658,0.0005975894,0.000035673776,0.00038294203,0.0002438179,0.00001609289,0.000571173,0.0001725332],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035203938,0.0001430028,0.00006528523,0.0013883312,0.0016424425,0.000005498359,0.018525925,0.0020435213,0.023302166,0.062021922,0.43835142,0.45215845],"study_design_scores_gemma":[0.0004023339,0.00030436367,0.0000089785735,0.00016324413,0.00012800233,0.000004445538,0.00023898874,0.030495916,0.0091477875,0.47938326,0.47914487,0.0005777997],"about_ca_topic_score_codex":0.00043195125,"about_ca_topic_score_gemma":0.000039104783,"teacher_disagreement_score":0.45158064,"about_ca_system_score_codex":0.000014381747,"about_ca_system_score_gemma":0.00015262823,"threshold_uncertainty_score":0.99990475},"labels":[],"label_agreement":null},{"id":"W2504661623","doi":"10.1190/int-2016-0036.1","title":"A case study showing the value of multioffset synthetic seismograms in seismic data interpretation","year":2016,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Seismogram; Synthetic seismogram; Amplitude versus offset; Geology; Seismology; Amplitude; Offset (computer science); Reflection coefficient; Anelastic attenuation factor; Seismic survey; Synthetic data; Reflection (computer programming); Cretaceous; S-wave; Poisson distribution; Geodesy; Seismic wave; Algorithm; Paleontology; Statistics; Optics; Mathematics; Physics","score_opus":0.031074856455284326,"score_gpt":0.27241772667345,"score_spread":0.24134287021816567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504661623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9474531,0.00006683836,0.05076162,0.0006835802,0.00025191237,0.00038070657,0.0000595991,0.000060436556,0.00028221114],"genre_scores_gemma":[0.99902827,0.000008921507,0.00042829235,0.00044153965,0.000016575683,0.000004512775,0.000039143903,0.0000045234383,0.000028202307],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986765,0.00031709147,0.000361454,0.00029579437,0.00019837044,0.0001507856],"domain_scores_gemma":[0.9987603,0.0005298283,0.00013773056,0.00049865246,0.000044131637,0.000029368943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008821634,0.00011165011,0.00014100445,0.00016086867,0.00006341276,0.000037516835,0.0004128042,0.00003883503,0.000095245814],"category_scores_gemma":[0.00025915456,0.00006355937,0.00003647604,0.00019550243,0.00009841702,0.0005636832,0.000043793927,0.00010147298,0.000032648066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083546474,0.00005640348,0.07904425,0.000012731563,0.000022605174,0.00010607313,0.0075017205,0.0012420387,0.00009632928,0.000006610956,0.00027531706,0.91155237],"study_design_scores_gemma":[0.0003126796,0.00016856835,0.0061772293,0.00019726595,0.000028212737,0.0002552412,0.0063574705,0.9853444,0.0003964379,0.00046905736,0.00018548386,0.00010793905],"about_ca_topic_score_codex":0.014290228,"about_ca_topic_score_gemma":0.0005859683,"teacher_disagreement_score":0.98410237,"about_ca_system_score_codex":0.000013269223,"about_ca_system_score_gemma":0.000028421662,"threshold_uncertainty_score":0.9922737},"labels":[],"label_agreement":null},{"id":"W2506670970","doi":"10.1201/noe0415444019-c16","title":"Predicting inter-well rock mechanics parameters using geophysical logs and 3-D seismic data","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geology; Geophysics; Rock mechanics; Well logging; Seismology; Geotechnical engineering","score_opus":0.06230151335768819,"score_gpt":0.2513393158416891,"score_spread":0.18903780248400093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506670970","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006033476,0.0013385044,0.2656705,0.00048789632,0.0017884119,0.000788375,0.00090653944,0.0010677453,0.7219185],"genre_scores_gemma":[0.6173055,0.0019338803,0.06465291,0.0228976,0.0013187709,6.912103e-7,0.0049580727,0.00015180443,0.28678077],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982896,0.000019807869,0.00034018117,0.00069988455,0.00029844607,0.00035209398],"domain_scores_gemma":[0.99880296,0.00017425079,0.00018036072,0.0006391678,0.0000366345,0.00016662119],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037712854,0.00034590453,0.00035957954,0.00019894191,0.00015315998,0.00009855705,0.0005629188,0.00029476854,0.00092989457],"category_scores_gemma":[0.00002266979,0.00029958878,0.00007030648,0.000034916677,0.00006207515,0.00031673556,0.00019986295,0.0005600595,0.00021929046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020078142,0.000043836782,0.0052758665,0.0003916043,0.00051939726,0.00031642357,0.00030489117,0.0020875558,0.000026665215,0.0039731413,0.09844783,0.888412],"study_design_scores_gemma":[0.00009337301,0.0000886636,0.000009683068,0.00016235195,0.00008258955,0.00006833261,0.000046085104,0.88701814,0.0000577825,0.0071765655,0.10484757,0.00034888138],"about_ca_topic_score_codex":0.006364901,"about_ca_topic_score_gemma":0.0000804623,"teacher_disagreement_score":0.88806313,"about_ca_system_score_codex":0.000011813464,"about_ca_system_score_gemma":0.000050242717,"threshold_uncertainty_score":0.9999834},"labels":[],"label_agreement":null},{"id":"W2507146769","doi":"10.1190/segam2016-13779643.1","title":"Weak contrast inhomogeneous PP-reflection coefficient in low-loss attenuative media","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Physics; Reflection coefficient; Viscoelasticity; Reflection (computer programming); Optics; Amplitude; Isotropy; Reflectivity; Contrast (vision); Term (time); Computational physics; Mathematical analysis; Mathematics; Thermodynamics; Computer science","score_opus":0.013123762707101258,"score_gpt":0.22384454227157075,"score_spread":0.2107207795644695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507146769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94402915,0.00024695968,0.009662959,0.0033167393,0.00075323315,0.0002452009,0.00006107187,0.00030794198,0.041376743],"genre_scores_gemma":[0.99755675,0.00012916431,0.00029472643,0.0011388261,0.000059300615,0.0000013892122,0.000015675041,0.0000026883456,0.0008015108],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99907434,0.000067682595,0.0001782986,0.00022823588,0.00019294556,0.00025851486],"domain_scores_gemma":[0.99950886,0.0002083353,0.000045411998,0.00011615158,0.000041932923,0.000079337646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026430693,0.000104390165,0.0001234704,0.000106842694,0.000063767264,0.000020468318,0.00012667837,0.000056309033,0.0024012679],"category_scores_gemma":[0.00008802253,0.00006207294,0.000032804128,0.00020010528,0.00012583466,0.00013567375,0.000008045152,0.00007159298,0.0005917692],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014694157,0.00008207253,0.30611077,0.000010881709,0.0000163227,0.000054197415,0.0007536714,0.00025475628,0.0022837755,0.00024967172,0.038265295,0.65177166],"study_design_scores_gemma":[0.0053268396,0.0010426135,0.4426529,0.00074743474,0.000036799498,0.00027934628,0.0027780351,0.094871625,0.28645995,0.0070246747,0.15686204,0.0019177272],"about_ca_topic_score_codex":0.003558759,"about_ca_topic_score_gemma":0.00089993683,"teacher_disagreement_score":0.64985394,"about_ca_system_score_codex":0.000016153816,"about_ca_system_score_gemma":0.000036082147,"threshold_uncertainty_score":0.99851066},"labels":[],"label_agreement":null},{"id":"W2507312543","doi":"10.1190/segam2016-13779444.1","title":"Inverse-scattering series internal-multiple prediction in the double plane-wave domain","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Series (stratigraphy); Inverse scattering problem; Inverse; Scattering; Plane wave; Inverse problem; Domain (mathematical analysis); Computer science; Physics; Optics; Geology; Mathematics; Mathematical analysis; Geometry","score_opus":0.022226024444894316,"score_gpt":0.1991316362033696,"score_spread":0.17690561175847527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507312543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93316585,0.000029963834,0.0018693717,0.009143957,0.00040626884,0.00018816152,0.00005345388,0.00021585623,0.05492714],"genre_scores_gemma":[0.99464494,0.00003336835,0.0010277411,0.0019034757,0.000071969225,0.0000023072523,0.000020033554,0.0000020661153,0.0022940782],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932647,0.000048585345,0.0001411159,0.00015468177,0.00014705573,0.00018207304],"domain_scores_gemma":[0.99967885,0.0000934467,0.000032428197,0.00015313788,0.000009477917,0.000032676333],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033379154,0.000083103296,0.00007195294,0.00007875066,0.00007334015,0.000045194334,0.00017024632,0.000036548096,0.0016368052],"category_scores_gemma":[0.000011991644,0.000040286617,0.000027147904,0.000089924506,0.00008440936,0.00039602155,0.0000115497905,0.00007695662,0.00026086735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022301497,0.0000152208695,0.8220331,0.000011927932,0.000010429286,0.000036471054,0.001413492,0.000024417279,0.0017886545,0.00016839233,0.12954475,0.04473014],"study_design_scores_gemma":[0.002810791,0.00044296205,0.32901716,0.00026292013,0.00001158127,0.00041092647,0.0061083646,0.010837732,0.030149214,0.008063496,0.61135703,0.0005278284],"about_ca_topic_score_codex":0.006103158,"about_ca_topic_score_gemma":0.0013051865,"teacher_disagreement_score":0.49301594,"about_ca_system_score_codex":0.000006616207,"about_ca_system_score_gemma":0.000010407579,"threshold_uncertainty_score":0.99927586},"labels":[],"label_agreement":null},{"id":"W2507779924","doi":"10.1190/segam2016-13850609.1","title":"Time-domain sparsity-promoting least-squares migration with source estimation","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Solver; Overfitting; Seismic migration; Compressed sensing; Algorithm; Least-squares function approximation; Domain (mathematical analysis); Artifact (error); Norm (philosophy); Mathematical optimization; Artificial intelligence; Mathematics; Statistics; Law; Geology; Artificial neural network","score_opus":0.007542470796748331,"score_gpt":0.183865453416009,"score_spread":0.17632298261926066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507779924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7979875,0.000030160934,0.18676877,0.004860014,0.00003855829,0.00012335891,0.000007176908,0.00041826974,0.009766158],"genre_scores_gemma":[0.9755428,0.000004188063,0.020475054,0.0005807728,0.00003329007,4.918988e-7,0.00002669074,0.0000028406157,0.0033338775],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935865,0.000045100027,0.00009871316,0.00016772303,0.00017071463,0.00015908244],"domain_scores_gemma":[0.99967504,0.000072525305,0.000053962518,0.00011544762,0.000028116694,0.000054918455],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021512197,0.00008373953,0.00007534978,0.000066949906,0.000132907,0.000038653336,0.00009462066,0.00003085967,0.0019757259],"category_scores_gemma":[0.000027326092,0.000045361914,0.000019816043,0.000093583505,0.00007929388,0.00034727686,0.0000051784464,0.000038062746,0.0008557649],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043492517,0.00001269564,0.09497335,0.000009969978,0.000009764753,0.0000035463058,0.00056989875,0.00038880805,0.0011804475,0.000037648522,0.01776982,0.8850006],"study_design_scores_gemma":[0.00096665486,0.00081494485,0.03527961,0.00032400075,0.000029481767,0.00008290213,0.00063398085,0.81386256,0.0515214,0.004205403,0.09157116,0.0007079123],"about_ca_topic_score_codex":0.0015180188,"about_ca_topic_score_gemma":0.00011266775,"teacher_disagreement_score":0.88429266,"about_ca_system_score_codex":0.0000046247947,"about_ca_system_score_gemma":0.000017038456,"threshold_uncertainty_score":0.99992216},"labels":[],"label_agreement":null},{"id":"W2508307905","doi":"10.1190/segam2016-13973187.1","title":"Postimaging condition polarity correction for elastic reverse time migration","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Polarity (international relations); Computer science; Seismic migration; Geology; Chemistry","score_opus":0.008801021168144525,"score_gpt":0.21578848003888512,"score_spread":0.2069874588707406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508307905","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24974127,0.00008570716,0.69409466,0.020385083,0.0036614952,0.0008782256,0.00032667627,0.0014151419,0.029411769],"genre_scores_gemma":[0.984354,0.00001187745,0.0041720686,0.0018777439,0.00008971175,0.0000015131459,0.00017082517,0.0000025998627,0.009319662],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951106,0.000025401177,0.000100993064,0.0001472848,0.00008405234,0.00013117636],"domain_scores_gemma":[0.99962574,0.00016014815,0.000043287062,0.0000754455,0.000052842108,0.000042543437],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017889088,0.00006465932,0.00006340142,0.00006987742,0.00012473339,0.000026154392,0.000051614687,0.000034912733,0.0027457247],"category_scores_gemma":[0.00012653113,0.000042145726,0.00003666975,0.00005944618,0.00003913179,0.00038606286,0.0000023656037,0.000031816795,0.0006196874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007037431,0.000013092153,0.043819305,0.000008517592,0.000008657912,9.245105e-7,0.000044762975,0.000015054224,0.011218194,0.000067021414,0.6634691,0.28126505],"study_design_scores_gemma":[0.0011501292,0.0005747351,0.09388362,0.00017743028,0.00006121067,0.00007037175,0.00012737735,0.54186714,0.06590429,0.007932112,0.28766787,0.0005837121],"about_ca_topic_score_codex":0.0021252926,"about_ca_topic_score_gemma":0.000054968667,"teacher_disagreement_score":0.7346127,"about_ca_system_score_codex":0.000008660441,"about_ca_system_score_gemma":0.00001807458,"threshold_uncertainty_score":0.9981659},"labels":[],"label_agreement":null},{"id":"W2508709468","doi":"","title":"Direct-seismogram inversion for receiver-side structure with unknown source-time functions","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Seismogram; Geology; National laboratory; Solid earth; Humanities; Library science; Geophysics; Seismology; Engineering physics; Art; Physics; Computer science","score_opus":0.015826629681396413,"score_gpt":0.20982854782625654,"score_spread":0.19400191814486012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508709468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9438359,0.0001830218,0.00023986735,0.000795895,0.00039633818,0.0003114004,0.00007799926,0.0005468314,0.05361275],"genre_scores_gemma":[0.98638165,0.000010487798,0.007955451,0.001208048,0.00020135149,0.0000025329045,0.0003520238,0.000013947158,0.0038744875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855536,0.00006155126,0.00024158605,0.00038993018,0.0003313479,0.00042019822],"domain_scores_gemma":[0.9988501,0.00027619489,0.00018012284,0.00024026766,0.00016980075,0.00028350865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004656936,0.00022129266,0.00022107603,0.00013076335,0.0003080181,0.00010976899,0.00022492846,0.00013283001,0.000034961406],"category_scores_gemma":[0.00029787398,0.00017187622,0.000062240666,0.00022092427,0.00010972018,0.0002873876,0.000014652932,0.00021738354,0.00020431179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005633184,0.00007835751,0.20343705,0.00008724862,0.0001255173,0.00003475903,0.0012919536,0.07996062,0.0005488158,0.0000050834456,0.488767,0.22510028],"study_design_scores_gemma":[0.0012150549,0.00089050847,0.017561983,0.00025648167,0.00011927325,0.000057941852,0.0009805409,0.036930088,0.006563142,0.0005102219,0.9341765,0.00073823566],"about_ca_topic_score_codex":0.031166028,"about_ca_topic_score_gemma":0.0017240267,"teacher_disagreement_score":0.44540954,"about_ca_system_score_codex":0.000018553017,"about_ca_system_score_gemma":0.00010727102,"threshold_uncertainty_score":0.97528553},"labels":[],"label_agreement":null},{"id":"W2508772068","doi":"10.1111/1365-2478.12418","title":"Enabling affordable omnidirectional subsurface extended image volumes via probing","year":2016,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Regional geology; Environmental geology; Geology; Offset (computer science); Economic geology; Bottleneck; Gemology; Geophysical imaging; Seismic migration; Computer science; Engineering geology; Algorithm; Seismology; Tectonics; Volcanism","score_opus":0.008518539001962306,"score_gpt":0.20747837267998126,"score_spread":0.19895983367801895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508772068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9580835,0.00017891168,0.01813865,0.0014883033,0.0006743426,0.00035677972,0.000019318837,0.0011772995,0.01988288],"genre_scores_gemma":[0.9895658,0.000012547949,0.0071502337,0.00021874935,0.00036845874,0.0000034290672,0.000008059001,0.0000097269985,0.0026629989],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984996,0.000047347297,0.0002212676,0.00043535812,0.0002974937,0.00049898593],"domain_scores_gemma":[0.99932325,0.00018395015,0.00010734926,0.00019305144,0.00008260315,0.00010979228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000341197,0.00017709949,0.00019396737,0.000070719965,0.00045731643,0.00009871372,0.00018940326,0.000053666987,0.0009107754],"category_scores_gemma":[0.00012330529,0.000121248544,0.00009892337,0.00026479686,0.00012725893,0.00066089985,0.00002921965,0.00018693147,0.0006789928],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008079489,0.000104012164,0.07456332,0.00005535282,0.000045669283,0.00002607443,0.0003708758,0.00005299654,0.09479799,0.00045566473,0.0046079783,0.8248393],"study_design_scores_gemma":[0.00189249,0.000699684,0.14076577,0.0005861543,0.00006850251,0.00016988072,0.0007875723,0.12504129,0.5906771,0.1112372,0.026017997,0.002056369],"about_ca_topic_score_codex":0.0025180916,"about_ca_topic_score_gemma":0.00001747268,"teacher_disagreement_score":0.8227829,"about_ca_system_score_codex":0.000023573657,"about_ca_system_score_gemma":0.00003723002,"threshold_uncertainty_score":0.9972352},"labels":[],"label_agreement":null},{"id":"W2508982824","doi":"10.1190/segam2016-13760966.1","title":"Linking PP and PS time-strain observations to near borehole anomalies using a linear thermo-poroelastic model","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Devon Energy (Canada)","funders":"Devon Energy Corporation","keywords":"Poromechanics; Borehole; Geology; Strain (injury); Geotechnical engineering; Porous medium; Porosity; Medicine","score_opus":0.04212687982328419,"score_gpt":0.23324845337331673,"score_spread":0.19112157355003254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508982824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9185125,0.000084368876,0.07493752,0.0028155076,0.0000607716,0.00014214475,0.00012449041,0.00024442197,0.0030782677],"genre_scores_gemma":[0.8267656,0.000022053928,0.16648254,0.0045232796,0.0000704236,8.608241e-7,0.000023722385,0.0000071107715,0.002104417],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992651,0.000025959034,0.00014687392,0.00021445141,0.00012939835,0.000218217],"domain_scores_gemma":[0.99957746,0.00010312758,0.000034747078,0.00014127967,0.000036533922,0.00010683968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000189929,0.0001089253,0.00010992741,0.000052894116,0.0002172401,0.00006718707,0.00012029012,0.000047195674,0.0005039972],"category_scores_gemma":[0.00005065853,0.00006979039,0.000026778376,0.00012092311,0.000094344214,0.00027311358,0.000019851339,0.000053322536,0.00012879554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009088994,0.00006172852,0.36840722,0.00005886814,0.00006628174,0.00001862363,0.0025710927,0.046492115,0.057028867,0.0008512387,0.02444083,0.49991223],"study_design_scores_gemma":[0.00010780701,0.000054716646,0.007684574,0.00006292732,0.000008749018,0.000007958678,0.000043548014,0.98259604,0.0009160534,0.0013776843,0.0069862925,0.0001536373],"about_ca_topic_score_codex":0.00077052217,"about_ca_topic_score_gemma":0.00002259687,"teacher_disagreement_score":0.93610394,"about_ca_system_score_codex":0.0000051385455,"about_ca_system_score_gemma":0.00005563472,"threshold_uncertainty_score":0.55184156},"labels":[],"label_agreement":null},{"id":"W2509331320","doi":"10.1190/segam2016-13866468.1","title":"Inversion of continuous 4D seismic attributes to reveal daily reservoir changes","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Shell Canada","keywords":"Geology; Inversion (geology); Visualization; Seismic inversion; Reservoir modeling; Seismology; Petroleum engineering; Computer science; Data assimilation; Artificial intelligence; Meteorology; Geography","score_opus":0.021929483957051576,"score_gpt":0.22393268108881628,"score_spread":0.2020031971317647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509331320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958673,0.00012578465,0.0036464683,0.029665558,0.0002338096,0.0001835561,0.00012385914,0.00020552355,0.007142427],"genre_scores_gemma":[0.9860775,0.000059291597,0.0035107,0.0050563794,0.000058005135,8.160103e-7,0.000018531411,0.0000031814645,0.0052156243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990646,0.00005714242,0.00017217592,0.00022695251,0.00022202852,0.00025706895],"domain_scores_gemma":[0.9993164,0.00016540095,0.00006631556,0.00023929728,0.000081708065,0.0001308838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000355489,0.00010721148,0.00018231927,0.00014865898,0.00008424607,0.000019284842,0.00027832962,0.000058467307,0.0014034407],"category_scores_gemma":[0.0001180576,0.00006369828,0.000041888274,0.00019683508,0.000105563166,0.00015208202,0.000034231693,0.000048918915,0.0003425528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007494912,0.000011692648,0.19735318,0.000019228051,0.000010708341,0.000005586946,0.00014792508,0.000015924335,0.005021696,0.00005597853,0.5845927,0.2126904],"study_design_scores_gemma":[0.0008979098,0.0012989624,0.05231794,0.00036660972,0.000022794851,0.000017855764,0.0006577057,0.005623981,0.43104082,0.0028603747,0.50433105,0.0005639823],"about_ca_topic_score_codex":0.007904818,"about_ca_topic_score_gemma":0.00018826104,"teacher_disagreement_score":0.42601913,"about_ca_system_score_codex":0.0000061558662,"about_ca_system_score_gemma":0.000032476182,"threshold_uncertainty_score":0.9995094},"labels":[],"label_agreement":null},{"id":"W2509793387","doi":"10.1190/segam2016-13846082.1","title":"Accelerating Hessian-free Gauss-Newton full-waveform inversion via improved preconditioning strategies","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hessian matrix; Newton's method; Inversion (geology); Waveform; Computer science; Gauss; Applied mathematics; Mathematics; Physics; Geology; Telecommunications","score_opus":0.01670889409035928,"score_gpt":0.2134111067533229,"score_spread":0.19670221266296362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509793387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71443594,0.00012161814,0.043562785,0.008755498,0.0010363074,0.0004344905,0.000058251833,0.0013494351,0.23024571],"genre_scores_gemma":[0.9892701,0.000037876034,0.006765442,0.001158487,0.00015224789,0.0000019860215,0.000051472623,0.0000057272914,0.002556656],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885374,0.000038590028,0.000249329,0.0003021092,0.00019731134,0.0003589197],"domain_scores_gemma":[0.9993103,0.00010548279,0.00011182785,0.0003046439,0.00004874114,0.000118965254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025116347,0.00017065946,0.00014695738,0.00012053976,0.00032097762,0.0001749193,0.00033336665,0.000092953276,0.0094492],"category_scores_gemma":[0.00004431294,0.00010195131,0.000064422624,0.00012750595,0.000102760874,0.0016432942,0.000034631877,0.0001164617,0.00041851576],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008553285,0.000023624756,0.026300477,0.00004662775,0.00003420805,0.000007511293,0.00030826486,0.000040032402,0.032167077,0.0006418466,0.07651618,0.8638286],"study_design_scores_gemma":[0.0043570693,0.0020289684,0.07837586,0.00073489244,0.00007472891,0.00020098666,0.006794946,0.3267451,0.4222711,0.092032395,0.06378208,0.0026018503],"about_ca_topic_score_codex":0.00332436,"about_ca_topic_score_gemma":0.00026062728,"teacher_disagreement_score":0.8612268,"about_ca_system_score_codex":0.000015220919,"about_ca_system_score_gemma":0.000066025095,"threshold_uncertainty_score":0.9914563},"labels":[],"label_agreement":null},{"id":"W2510167600","doi":"10.1190/segam2016-13873107.1","title":"Time and offset domain internal multiple prediction with nonstationary parameters","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Offset (computer science); Computer science","score_opus":0.006371902752956836,"score_gpt":0.17347644814640073,"score_spread":0.16710454539344388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510167600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827382,0.00001847439,0.010480391,0.001687798,0.00004785667,0.000073201445,0.000103648796,0.00013506282,0.0047153793],"genre_scores_gemma":[0.9803948,0.000018010043,0.017501418,0.00073918945,0.000013549016,5.4418194e-7,0.000036042442,0.0000014097114,0.0012950277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961704,0.000022254637,0.000065985296,0.000117998956,0.00009087649,0.00008582775],"domain_scores_gemma":[0.9997503,0.000110233,0.000021964666,0.000056230743,0.000013214393,0.00004806746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009187132,0.000051156178,0.000046128105,0.000046179117,0.00004086785,0.0000162432,0.0000425665,0.000018172468,0.0007899251],"category_scores_gemma":[0.00001069083,0.00002598074,0.000009380974,0.00003421715,0.000122859,0.0002312737,0.0000038297503,0.00002622085,0.00013570936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014203435,0.000009018444,0.7030778,0.0000030852493,0.000016416889,0.0000069783705,0.00014328705,0.000025249718,0.000426577,0.0000157326,0.0439946,0.2521392],"study_design_scores_gemma":[0.003002302,0.0015710148,0.5959322,0.00028041803,0.000027843247,0.00041025516,0.0006795445,0.27533478,0.01054755,0.0046737073,0.10693317,0.0006072466],"about_ca_topic_score_codex":0.0009499109,"about_ca_topic_score_gemma":0.00002992353,"teacher_disagreement_score":0.2753095,"about_ca_system_score_codex":0.0000022804438,"about_ca_system_score_gemma":0.000009453219,"threshold_uncertainty_score":0.8649126},"labels":[],"label_agreement":null},{"id":"W2510182143","doi":"10.1190/segam2016-13957253.1","title":"Initial 3-C–2D surface seismic and walkaway VSP results from the 2015 Brooks SuperCable experiment","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geophone; Vertical seismic profile; Engineering; Offset (computer science); Library science; Geology; Seismology; Computer science; Operating system","score_opus":0.021232231488007458,"score_gpt":0.23781809940548718,"score_spread":0.21658586791747972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510182143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93156207,0.0008889898,0.00065124297,0.017611904,0.00039773423,0.00018065539,0.00034739438,0.00024042268,0.048119593],"genre_scores_gemma":[0.9889604,0.00020261994,0.0012928043,0.0045988862,0.00010548353,5.346335e-7,0.000043998112,0.0000036255426,0.004791688],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989858,0.00009002078,0.0001875044,0.00029454968,0.00019334782,0.0002487779],"domain_scores_gemma":[0.9991266,0.00043458096,0.000034200024,0.0002802911,0.000026411264,0.00009792441],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034037777,0.00012759962,0.00011854379,0.0000198975,0.00017681702,0.000072266725,0.00021529126,0.00005803318,0.0021937646],"category_scores_gemma":[0.00004673755,0.000059614522,0.000031116706,0.000050539733,0.00017025338,0.00023655091,0.000029172306,0.000079348305,0.00050120853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020798185,0.000017460257,0.018621694,0.0000023138516,0.000026128993,0.000011496699,0.0014011973,0.000036466645,0.0027172745,0.000050944527,0.86032474,0.116582304],"study_design_scores_gemma":[0.0021017045,0.0002885153,0.015505014,0.00010633369,0.00002242577,0.000024757303,0.002258309,0.018761447,0.17828022,0.0028491195,0.7792457,0.000556504],"about_ca_topic_score_codex":0.054854687,"about_ca_topic_score_gemma":0.00018181106,"teacher_disagreement_score":0.17556295,"about_ca_system_score_codex":0.0000058435717,"about_ca_system_score_gemma":0.00003601164,"threshold_uncertainty_score":0.9987184},"labels":[],"label_agreement":null},{"id":"W2510746648","doi":"10.1190/segam2016-13681108.1","title":"Time-frequency denoising of microseismic data","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; CMG Reservoir Simulation Foundation; University of Calgary","keywords":"Microseism; Noise reduction; Time–frequency analysis; Computer science; Geology; Seismology; Artificial intelligence; Telecommunications","score_opus":0.024638215687568372,"score_gpt":0.2289411215103195,"score_spread":0.20430290582275112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510746648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87254953,0.00096322875,0.013478876,0.0061483514,0.0003457291,0.00018797013,0.000554293,0.00047155924,0.105300464],"genre_scores_gemma":[0.9856627,0.000065009546,0.009630262,0.0010526263,0.00003202514,5.229739e-8,0.00005592451,0.0000021970716,0.0034991754],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941546,0.00002467668,0.00013788734,0.00017799361,0.000106527536,0.00013743235],"domain_scores_gemma":[0.99936014,0.00008604873,0.000047352056,0.00044383333,0.000022491866,0.000040143765],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022787349,0.000059604376,0.00008777194,0.000055056564,0.00003778826,0.00000978077,0.0004607357,0.000027766808,0.0055728336],"category_scores_gemma":[0.000045592966,0.00003359108,0.000018465817,0.00007573817,0.00013077658,0.000318003,0.00002732801,0.00002695086,0.0008332676],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009720914,0.00001048835,0.06527553,0.000009836072,0.000012121984,0.0000039465463,0.000034895504,0.0000013217827,0.03841247,0.00005850465,0.17004238,0.72612876],"study_design_scores_gemma":[0.0013754274,0.0004237727,0.04891816,0.00045652958,0.00006550886,0.00013458468,0.00022032743,0.040824648,0.53082734,0.020657353,0.35498115,0.0011151733],"about_ca_topic_score_codex":0.0027506722,"about_ca_topic_score_gemma":0.000011327297,"teacher_disagreement_score":0.7250136,"about_ca_system_score_codex":0.0000017034357,"about_ca_system_score_gemma":0.000030070049,"threshold_uncertainty_score":0.9999447},"labels":[],"label_agreement":null},{"id":"W2510992263","doi":"10.1109/wolfhpc.2016.06","title":"Devito: Automated Fast Finite Difference Computation","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Imperial College London; Ministério da Ciência, Tecnologia e Inovação; SENAI CIMATEC","keywords":"Computer science; Domain-specific language; Abstraction; Domain (mathematical analysis); Stencil; Theoretical computer science; Programming language; Code (set theory); Computation; Variety (cybernetics); Finite difference; Algorithm; Computational science; Artificial intelligence; Mathematics","score_opus":0.02148373133417091,"score_gpt":0.24605152945812775,"score_spread":0.22456779812395683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510992263","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18515043,0.0007128388,0.50151634,0.0063893124,0.005925528,0.0011196728,0.0010472053,0.015822077,0.2823166],"genre_scores_gemma":[0.9879616,0.00007242073,0.007918816,0.0015905694,0.000100818135,0.0000014992995,0.00035669934,0.000004619629,0.0019929747],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988789,0.00007795316,0.00022581445,0.00036764244,0.00022449718,0.00022521275],"domain_scores_gemma":[0.9992765,0.00023467987,0.00012951436,0.00021681984,0.00005560356,0.00008687141],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014560019,0.00020255495,0.00021069677,0.00013002956,0.00009095265,0.000109328066,0.00029908714,0.0001748321,0.0014969569],"category_scores_gemma":[0.000046707217,0.00013471644,0.00007047588,0.000070230824,0.000082228245,0.00006971885,0.00006885252,0.0002328631,0.0006490876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018063054,0.00001704053,0.057156663,0.000105261526,0.000036502024,0.000013632971,0.0001507627,0.0024286932,0.000034934135,0.000040996703,0.13657096,0.8034265],"study_design_scores_gemma":[0.00010893309,0.00003497951,0.050949134,0.00020878902,0.000011468083,0.000004224859,0.000023401652,0.9316043,0.00056942366,0.012858584,0.00331337,0.0003133957],"about_ca_topic_score_codex":0.0027309547,"about_ca_topic_score_gemma":0.000028187458,"teacher_disagreement_score":0.9291756,"about_ca_system_score_codex":0.0000070151204,"about_ca_system_score_gemma":0.000076555916,"threshold_uncertainty_score":0.9994158},"labels":[],"label_agreement":null},{"id":"W2511231588","doi":"10.1190/segam2016-13844905.1","title":"Enhancing seismic resolution by multiattribute analysis: A case study featuring the resolution of density","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Resolution (logic); Computer science; Artificial intelligence","score_opus":0.014253814132892733,"score_gpt":0.22874675074372838,"score_spread":0.21449293661083565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511231588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400152,0.00017261534,0.058666073,0.0005896884,0.00006533904,0.00018324342,0.000030142402,0.000101433565,0.00017628171],"genre_scores_gemma":[0.99861264,0.000024053861,0.0006200998,0.00021852371,0.000021650672,0.0000010550403,0.000012020869,0.0000017904516,0.00048816972],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998882,0.00021020915,0.0002395118,0.00023691353,0.00022101164,0.00021035566],"domain_scores_gemma":[0.99926305,0.00019196373,0.000117196716,0.00029185292,0.00008590391,0.000050018778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092211564,0.000099994664,0.00016588016,0.00013736806,0.0002669272,0.000021343565,0.00014396648,0.000042633947,0.00015650546],"category_scores_gemma":[0.000084203115,0.00005095162,0.000077342826,0.00052019925,0.00007814855,0.00019445809,0.000021495798,0.00008428223,0.000022024195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010497136,0.00012262537,0.92432696,0.000013575684,0.00043477945,0.00017526672,0.0014884437,0.0008454409,0.0044057304,0.0000055512314,0.024020478,0.04405619],"study_design_scores_gemma":[0.0019044833,0.0008574097,0.29491398,0.00011696108,0.0014507057,0.0007145282,0.018536821,0.495982,0.17964119,0.000210657,0.0048564267,0.000814855],"about_ca_topic_score_codex":0.08757044,"about_ca_topic_score_gemma":0.0045237737,"teacher_disagreement_score":0.629413,"about_ca_system_score_codex":0.000013415675,"about_ca_system_score_gemma":0.00002115355,"threshold_uncertainty_score":0.9185055},"labels":[],"label_agreement":null},{"id":"W2512144736","doi":"10.1002/2016jb013165","title":"Numerical upscaling in 2‐D heterogeneous poroelastic rocks: Anisotropic attenuation and dispersion of seismic waves","year":2016,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Université de Lausanne; Kommission für Technologie und Innovation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Poromechanics; Attenuation; Anelastic attenuation factor; Anisotropy; Seismic anisotropy; Seismic wave; Dissipation; Geology; Dispersive body waves; Dispersion (optics); Mechanics; Wave propagation; Stiffness matrix; Porous medium; Geophysics; Stiffness; Geotechnical engineering; Porosity; Physics; Optics","score_opus":0.024561995994170135,"score_gpt":0.2914658620021334,"score_spread":0.2669038660079633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512144736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99594325,0.00018791364,0.0026358,0.0009804559,0.00006945049,0.0000666192,0.000006339744,0.000007024873,0.0001031199],"genre_scores_gemma":[0.9989426,0.00041306167,0.00035533032,0.000073660885,0.00013356967,2.0468977e-7,0.0000014572673,0.0000036045205,0.00007650089],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998282,0.0002465332,0.00035314754,0.00015233873,0.0006503399,0.00031560622],"domain_scores_gemma":[0.99878037,0.00062643737,0.00013883025,0.00010363398,0.00018434432,0.00016640195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062578364,0.00008941458,0.00026655933,0.00027472226,0.00007401474,0.000026401809,0.0001711213,0.000042505337,0.0001239628],"category_scores_gemma":[0.0004120381,0.00005417793,0.00007444748,0.00024383752,0.00020307642,0.0002826271,0.000024258403,0.00028243152,0.000031254473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073559996,0.00024917227,0.34188318,0.00010986293,0.000057731075,0.00016595704,0.00062719104,0.0037061928,0.018082695,0.000044646586,0.0010037675,0.633334],"study_design_scores_gemma":[0.001984298,0.003931571,0.6480645,0.0011358256,0.000023903653,0.0002342678,0.00038100604,0.27991372,0.050458666,0.010986744,0.002539734,0.00034578794],"about_ca_topic_score_codex":0.0011614354,"about_ca_topic_score_gemma":0.000012421877,"teacher_disagreement_score":0.6329882,"about_ca_system_score_codex":0.0000124201415,"about_ca_system_score_gemma":0.000083755025,"threshold_uncertainty_score":0.22093119},"labels":[],"label_agreement":null},{"id":"W2512219246","doi":"10.1190/segam2016-13844850.1","title":"Phase velocity error minimizing scheme for the anisotropic pure P-wave equation","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phase velocity; Scheme (mathematics); Phase (matter); Wave equation; Anisotropy; Physics; Mathematical analysis; Computer science; Mathematics; Optics; Quantum mechanics","score_opus":0.0715494491127149,"score_gpt":0.2743666495216416,"score_spread":0.2028172004089267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512219246","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21572015,0.00036944306,0.74665713,0.025460895,0.0006879088,0.00070761354,0.00011972977,0.000440198,0.00983696],"genre_scores_gemma":[0.97213924,0.000047566966,0.022862786,0.0026833913,0.000120610406,0.0000041183525,0.000021724994,0.0000026504174,0.0021179277],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994418,0.000021182923,0.00010881078,0.00014410813,0.00011392312,0.00017015736],"domain_scores_gemma":[0.99944425,0.00029431112,0.000045317895,0.00013838931,0.000039127073,0.000038603812],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022170044,0.000071426024,0.00006703474,0.000029688557,0.00020285121,0.0000320068,0.000110884685,0.000036294496,0.0018277621],"category_scores_gemma":[0.00009657269,0.000032974982,0.00004749423,0.00006259107,0.00006338343,0.00018400671,0.000006152218,0.000036766432,0.00010947709],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005607758,0.000022399458,0.0027266345,0.000007091872,0.000014364395,0.000001043977,0.000095773765,0.0000026130392,0.0011612204,0.00066497753,0.09959459,0.8956532],"study_design_scores_gemma":[0.002561297,0.00054783816,0.003485787,0.000042984335,0.000030676692,0.000011251039,0.00050591334,0.55994713,0.03365726,0.006842359,0.39205688,0.00031059992],"about_ca_topic_score_codex":0.00042793632,"about_ca_topic_score_gemma":0.000021255184,"teacher_disagreement_score":0.8953426,"about_ca_system_score_codex":0.000004564071,"about_ca_system_score_gemma":0.000025803598,"threshold_uncertainty_score":0.9990847},"labels":[],"label_agreement":null},{"id":"W2512346471","doi":"10.1190/segam2016-13844125.1","title":"Resolving azimuthal ambiguity in borehole imaging using a 3D borehole RTM scheme","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Borehole; Azimuth; Geology; Reflection (computer programming); Ambiguity; Seismology; Dipole; Acoustics; Vertical seismic profile; Computer science; Optics; Physics; Geotechnical engineering","score_opus":0.022580333295147435,"score_gpt":0.2420454025274046,"score_spread":0.21946506923225717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512346471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439103,0.0007031698,0.00723388,0.0023976967,0.00032662562,0.00017593805,0.000041537565,0.00043831413,0.04477252],"genre_scores_gemma":[0.96612567,0.000039731673,0.031149415,0.0018530609,0.000088577486,6.092032e-7,0.000008619499,0.0000064492424,0.0007278582],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986142,0.00007244561,0.00025632116,0.00035328185,0.00024131605,0.00046242017],"domain_scores_gemma":[0.9994375,0.00008928818,0.0000648344,0.00026444846,0.00003523485,0.000108670174],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005470816,0.0001536275,0.00016543509,0.00021076568,0.00013708437,0.000050093102,0.0002535879,0.000051583025,0.0022487114],"category_scores_gemma":[0.00009850547,0.000104317885,0.000053466803,0.00026300058,0.00013531676,0.0005951961,0.00003669805,0.00013769232,0.00015148366],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018248118,0.000013987827,0.82664,0.00000822076,0.0000034640075,0.000038971524,0.00009502429,0.000021104468,0.0032232665,0.0000330305,0.010505894,0.1593988],"study_design_scores_gemma":[0.0017218224,0.000097730524,0.31378415,0.0005558609,0.000013963234,0.00012125019,0.0007187737,0.49204144,0.030437946,0.0034679086,0.1559211,0.0011180346],"about_ca_topic_score_codex":0.021023273,"about_ca_topic_score_gemma":0.0002601355,"teacher_disagreement_score":0.5128558,"about_ca_system_score_codex":0.000024506457,"about_ca_system_score_gemma":0.00006603882,"threshold_uncertainty_score":0.99866337},"labels":[],"label_agreement":null},{"id":"W2512430853","doi":"10.1190/segam2016-13844039.1","title":"Seismic imaging of a thin unconventional reservoir in highly attenuating media: The case of the Macasty Formation, Anticosti Island, Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Geophysical imaging; Seismology","score_opus":0.011024283873815776,"score_gpt":0.20344452270531693,"score_spread":0.19242023883150117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512430853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841597,0.000079740385,0.0007801467,0.013100922,0.00020656204,0.00010936364,0.00013271123,0.000011714069,0.0014191242],"genre_scores_gemma":[0.99865156,0.00000933836,0.00020048553,0.0009680338,0.00001829358,5.384307e-7,0.00000795906,0.0000015261694,0.00014226597],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999155,0.000109175206,0.0002906927,0.00009347735,0.00020967126,0.00014201344],"domain_scores_gemma":[0.99917024,0.0004105237,0.00015001121,0.00017482637,0.00007049368,0.000023922885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005506298,0.000067086665,0.0000958804,0.000048015478,0.00009813405,0.000008747213,0.0002275273,0.000017441127,0.000369088],"category_scores_gemma":[0.00017506116,0.000028297785,0.00003541764,0.00018759407,0.00011811437,0.00020253396,0.000024892208,0.00008242842,0.0000029721568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023415016,0.000010925218,0.89314574,0.00004336902,0.00001090074,0.000050091803,0.00074342487,0.0006333312,0.00014706208,0.00022603064,0.07037718,0.03458851],"study_design_scores_gemma":[0.0013830732,0.000041900483,0.25500533,0.0005949213,0.0000307926,0.0010268844,0.0060124435,0.69365156,0.02402433,0.010540743,0.007357196,0.00033085476],"about_ca_topic_score_codex":0.80283654,"about_ca_topic_score_gemma":0.63936687,"teacher_disagreement_score":0.6930182,"about_ca_system_score_codex":0.000013102144,"about_ca_system_score_gemma":0.00017752695,"threshold_uncertainty_score":0.40412548},"labels":[],"label_agreement":null},{"id":"W2512604202","doi":"10.1190/segam2016-13848105.1","title":"A linearized Bregman method for compressive waveform inversion","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; BG Group","keywords":"Solver; Norm (philosophy); Inversion (geology); Computer science; Waveform; Compressed sensing; Algorithm; Applied mathematics; Mathematical optimization; Mathematics; Calculus (dental); Geology; Telecommunications","score_opus":0.019799391992941565,"score_gpt":0.25788428652080797,"score_spread":0.2380848945278664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512604202","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004258489,0.000057324178,0.95912266,0.0059154695,0.00028421235,0.00030175332,0.00007507543,0.00033004157,0.029654995],"genre_scores_gemma":[0.54268676,0.0000860336,0.4292079,0.0108983535,0.00019279175,0.0000050732156,0.00008037829,0.0000074554428,0.016835269],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935186,0.000033185464,0.00011951971,0.00018641047,0.00011116336,0.0001978717],"domain_scores_gemma":[0.9993926,0.0002898392,0.0000478148,0.00013902671,0.00004934848,0.00008133847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002480552,0.00008599652,0.00011695445,0.000068395326,0.00011314837,0.000020653864,0.0001544532,0.000050573548,0.0025598994],"category_scores_gemma":[0.000051770396,0.000044521592,0.00006933344,0.00006296445,0.00004682403,0.00019082085,0.000010848365,0.000036359357,0.00020022015],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086884014,0.0000067838123,0.0024084323,0.000008321154,0.00001056639,0.0000011944331,0.000052713138,0.0000048275792,0.0016585835,0.00017905275,0.14577599,0.84980667],"study_design_scores_gemma":[0.0014375922,0.00025739026,0.000974529,0.00006860387,0.000016549759,0.000011251061,0.00012885535,0.3342574,0.07354625,0.010863823,0.57817686,0.00026089742],"about_ca_topic_score_codex":0.0019570321,"about_ca_topic_score_gemma":0.00002713839,"teacher_disagreement_score":0.8495458,"about_ca_system_score_codex":0.0000043652053,"about_ca_system_score_gemma":0.000020425818,"threshold_uncertainty_score":0.9983519},"labels":[],"label_agreement":null},{"id":"W2512913298","doi":"10.1190/segam2016-13962459.1","title":"Elastic least-squares reverse time migration","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Seismic migration; Computer science; Geology; Seismology","score_opus":0.00852397295637482,"score_gpt":0.18781888174960554,"score_spread":0.1792949087932307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512913298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6576927,0.0002808817,0.039420698,0.0365553,0.0010839441,0.00037824578,0.000107018925,0.0018266948,0.26265457],"genre_scores_gemma":[0.9620791,0.000035213958,0.001825301,0.0020814193,0.000060355975,3.3180783e-7,0.000014873184,0.0000017241701,0.033901695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995359,0.000026041169,0.00008212722,0.00012238814,0.00010802405,0.000125485],"domain_scores_gemma":[0.99973726,0.00006735779,0.000023074543,0.00010150703,0.000020180903,0.000050630977],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010131726,0.000058319143,0.000055500303,0.000051100145,0.000055676916,0.000017554727,0.00008434487,0.000027452908,0.017445909],"category_scores_gemma":[0.000046123292,0.00003163889,0.000026761552,0.00006037448,0.000046463247,0.00021897691,0.0000034846528,0.000025352845,0.007279913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017164795,0.0000058662904,0.04610601,0.0000030958306,0.0000044566827,0.0000033278252,0.000039666593,0.000005561671,0.0015315622,0.00006780225,0.64262056,0.30959493],"study_design_scores_gemma":[0.00040709577,0.00027375278,0.04100711,0.0000839994,0.000015663647,0.00002677081,0.00010827029,0.028714623,0.019149113,0.0036980228,0.9061441,0.00037146837],"about_ca_topic_score_codex":0.0018590563,"about_ca_topic_score_gemma":0.000057298133,"teacher_disagreement_score":0.30922347,"about_ca_system_score_codex":0.0000025393217,"about_ca_system_score_gemma":0.0000139020585,"threshold_uncertainty_score":0.993493},"labels":[],"label_agreement":null},{"id":"W2513050297","doi":"10.1190/segam2016-13612063.1","title":"The impact of the acoustic approximation on time-lapse FWI","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Inversion (geology); Amplitude; Isotropy; Computer science; Geology; Acoustics; Elasticity (physics); Algorithm; Seismology; Optics; Physics","score_opus":0.009551159578259149,"score_gpt":0.2187498844325328,"score_spread":0.20919872485427365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513050297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.861289,0.00007072112,0.0026794786,0.0051312423,0.0002651222,0.00031657534,0.000048068545,0.00016322146,0.13003653],"genre_scores_gemma":[0.99497426,0.000018314704,0.000073885,0.0002618204,0.000019248582,2.9569608e-7,0.0000015579839,0.0000010261131,0.0046495837],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995818,0.00004611944,0.00008047764,0.0000665965,0.00012376808,0.00010124129],"domain_scores_gemma":[0.99948806,0.00023627123,0.00004673278,0.00018824136,0.000019756204,0.000020922014],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021803386,0.000048891605,0.000044437398,0.00001758397,0.00011685917,0.000015151921,0.00018647224,0.000019219811,0.0012581504],"category_scores_gemma":[0.00007954452,0.000013937061,0.000058579168,0.00007159818,0.0000925886,0.000066534536,0.000005995035,0.00003401238,0.000297108],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006795682,0.000020917889,0.035270307,0.000004250899,0.000023578657,3.297399e-7,0.00009434052,0.00053075544,0.0048740436,0.00018464164,0.35193595,0.60699296],"study_design_scores_gemma":[0.00081028003,0.001095767,0.4325771,0.00020184307,0.000033270535,0.000021890572,0.00020845135,0.4062536,0.11751512,0.021487428,0.01935345,0.00044178154],"about_ca_topic_score_codex":0.001049164,"about_ca_topic_score_gemma":0.000007293096,"teacher_disagreement_score":0.6065512,"about_ca_system_score_codex":0.000004292834,"about_ca_system_score_gemma":0.000023631499,"threshold_uncertainty_score":0.9996548},"labels":[],"label_agreement":null},{"id":"W2513244281","doi":"10.1093/gji/ggw319","title":"An Adaptable Seismic Data Format","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Oak Ridge National Laboratory; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; Office of Science; National Science Foundation","keywords":"Computer science; Python (programming language); File format; USable; Information retrieval; Database; Data mining; World Wide Web; Programming language","score_opus":0.02918313941586899,"score_gpt":0.26319560353804805,"score_spread":0.23401246412217908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513244281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7258429,0.00019105044,0.19226174,0.030446121,0.0058131083,0.00015726348,0.0010993846,0.00042147224,0.043766987],"genre_scores_gemma":[0.99344116,0.00009183684,0.0022781002,0.002236848,0.0009210328,1.5628875e-7,0.00010705144,0.0000029906782,0.00092080794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999058,0.000040359526,0.00017109359,0.00017394565,0.00035835727,0.00019821287],"domain_scores_gemma":[0.99936604,0.00006413089,0.000082406346,0.00026084532,0.00007863425,0.00014791505],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025185515,0.000083213396,0.00008331918,0.00007258424,0.00012360183,0.00013771967,0.0010303467,0.000028888437,0.003051793],"category_scores_gemma":[0.00003629812,0.000048869217,0.00004082362,0.000049938324,0.000060605977,0.0019330634,0.000038016122,0.00013932864,0.0008192841],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005038838,0.000044143588,0.010706065,0.0000010365346,0.00003230611,0.00002639984,0.000031580388,0.000077840414,0.00053079275,0.0002462867,0.12816182,0.8600913],"study_design_scores_gemma":[0.0004766691,0.0001692355,0.022459865,0.000050818973,0.000010877472,0.00037975967,0.00007021189,0.4287162,0.00097170565,0.019206638,0.52727264,0.00021536462],"about_ca_topic_score_codex":0.0004809325,"about_ca_topic_score_gemma":0.000006894946,"teacher_disagreement_score":0.859876,"about_ca_system_score_codex":0.00000981656,"about_ca_system_score_gemma":0.000044186163,"threshold_uncertainty_score":0.9999587},"labels":[],"label_agreement":null},{"id":"W2513350717","doi":"10.1190/segam2016-13965206.1","title":"Least-squares migration in an extended image domain","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Image (mathematics); Domain (mathematical analysis); Computer vision; Artificial intelligence; Mathematics; Mathematical analysis","score_opus":0.01121081353581663,"score_gpt":0.22727376121466783,"score_spread":0.2160629476788512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513350717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9719072,0.000038290607,0.0058854735,0.0037883264,0.00008336229,0.00007898373,0.000011480586,0.00018035041,0.018026536],"genre_scores_gemma":[0.9901741,0.000021841957,0.007985642,0.00096699694,0.00003022152,6.427121e-7,0.000015929973,0.0000015046769,0.0008031163],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994311,0.00005829592,0.00010496383,0.00015435534,0.00010269096,0.00014863958],"domain_scores_gemma":[0.99974966,0.000036770463,0.000020693398,0.00012428137,0.000016395616,0.000052192063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001971845,0.000061755665,0.000061738036,0.00009222409,0.000037451955,0.000030651263,0.00010699339,0.000029653287,0.0035588932],"category_scores_gemma":[0.000015930475,0.000035358087,0.000018294457,0.000081290025,0.000054548895,0.00053583214,0.0000033070773,0.000033799082,0.0003190125],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004204456,0.000027078417,0.32777277,0.0000037974212,0.0000016659463,0.000013403587,0.0002447089,0.0000022552695,0.007119779,0.00033963815,0.019150361,0.6452825],"study_design_scores_gemma":[0.0008680582,0.00046002073,0.85524404,0.00006461911,0.0000035624041,0.000018333361,0.0012552234,0.0118744355,0.040452406,0.037766494,0.05154357,0.00044926011],"about_ca_topic_score_codex":0.0048710383,"about_ca_topic_score_gemma":0.0018048628,"teacher_disagreement_score":0.64483327,"about_ca_system_score_codex":0.0000035261287,"about_ca_system_score_gemma":0.0000139285185,"threshold_uncertainty_score":0.997352},"labels":[],"label_agreement":null},{"id":"W2513522196","doi":"10.1190/segam2016-13711507.1","title":"Geomechanical model for the Horn River Formation based on seismic AVA inversion","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Inversion (geology); Geology; French horn; Seismology; Seismic inversion; Geophysics; Geodesy; Meteorology; Acoustics; Geography; Physics; Tectonics","score_opus":0.02449644723839147,"score_gpt":0.21467302367847968,"score_spread":0.1901765764400882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513522196","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067902636,0.000010421417,0.9797449,0.010437229,0.00014035961,0.00022453818,0.000044039094,0.00014516502,0.0024630816],"genre_scores_gemma":[0.9791994,0.000025776599,0.0038201136,0.01506252,0.000034221383,0.000002783909,0.00002174319,0.0000024920841,0.0018309433],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939686,0.00002243787,0.000104920735,0.00014045816,0.00016436244,0.00017093727],"domain_scores_gemma":[0.99941105,0.00029932143,0.000037297155,0.00017311453,0.00003124625,0.0000479647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740572,0.00008031698,0.0000632524,0.000059192593,0.00018531072,0.00002009964,0.00017196313,0.000049223938,0.0005329904],"category_scores_gemma":[0.00003680317,0.000035885296,0.0000628949,0.000053622334,0.00005316425,0.00024005525,0.0000064137457,0.000047976406,0.00027561805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017819252,0.000015998537,0.00054842496,0.000010718518,0.000005808641,4.7502115e-7,0.00008821924,0.022290401,0.0002077741,0.00038253143,0.3740537,0.6022178],"study_design_scores_gemma":[0.00030873023,0.00010007259,0.000093945164,0.000015919155,0.00000675152,8.076064e-7,0.000023233793,0.96726596,0.0047820215,0.0032866152,0.024038063,0.000077871795],"about_ca_topic_score_codex":0.0003493645,"about_ca_topic_score_gemma":0.000012376899,"teacher_disagreement_score":0.9759248,"about_ca_system_score_codex":0.0000086862465,"about_ca_system_score_gemma":0.000022655217,"threshold_uncertainty_score":0.58358705},"labels":[],"label_agreement":null},{"id":"W2513686208","doi":"10.1190/segam2016-13858769.1","title":"Improved principal component analysis for 3D seismic data simultaneous reconstruction and denoising","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Key Research and Development Program of China","keywords":"Principal component analysis; Computer science; Dimensionality reduction; Data set; Signal reconstruction; Algorithm; Synthetic data; Noise (video); Set (abstract data type); Noise reduction; Data mining; Pattern recognition (psychology); Artificial intelligence; Signal processing; Image (mathematics)","score_opus":0.02680110848100432,"score_gpt":0.24093909366078753,"score_spread":0.21413798517978322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513686208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5181476,0.00011396172,0.47937548,0.001036987,0.00016959988,0.00020684676,0.00026690602,0.00018060379,0.0005020035],"genre_scores_gemma":[0.96094817,0.00006459006,0.0378785,0.00048236505,0.000042287887,4.7507643e-7,0.00012172779,0.000002088643,0.00045980405],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926263,0.000025417465,0.00015403781,0.00031432384,0.0000748212,0.00016878973],"domain_scores_gemma":[0.9992403,0.00031149285,0.00005992913,0.0002872678,0.00003274383,0.00006826032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026832384,0.00008401468,0.00013514559,0.00011930363,0.00014364115,0.000045011377,0.00016800631,0.000038840248,0.0003089691],"category_scores_gemma":[0.00008205758,0.00005166124,0.000031216012,0.000114020215,0.000080206504,0.00025861934,0.000025938833,0.000032516098,0.000009649127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003175897,0.0000036486483,0.039422147,0.000006121621,0.00007080473,0.0000010544131,0.00001598595,0.00012645508,0.00059234444,0.0000037256448,0.00037915076,0.95934683],"study_design_scores_gemma":[0.00020963955,0.00005068872,0.0022059653,0.0000093188855,0.00009928665,0.000023156701,0.00004574263,0.9809335,0.0012658809,0.00015720645,0.014885304,0.00011434246],"about_ca_topic_score_codex":0.0027074262,"about_ca_topic_score_gemma":0.00020186864,"teacher_disagreement_score":0.980807,"about_ca_system_score_codex":0.0000049182913,"about_ca_system_score_gemma":0.000016700069,"threshold_uncertainty_score":0.40928367},"labels":[],"label_agreement":null},{"id":"W2514150690","doi":"10.1111/1365-2478.12383","title":"Feasibility of utilizing wavelet phase to map the CO<sub>2</sub>plume at the Ketzin pilot site, Germany","year":2016,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"China Scholarship Council; Vetenskapsrådet; Bundesministerium für Bildung und Forschung; National Natural Science Foundation of China","keywords":"Wavelet; Plume; Geology; Regional geology; Noise (video); Matrix decomposition; Environmental science; Mineralogy; Computer science; Meteorology; Hydrogeology; Geotechnical engineering; Telmatology; Physics; Artificial intelligence","score_opus":0.028003911987705167,"score_gpt":0.2674079877765755,"score_spread":0.23940407578887032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514150690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932205,0.00006646176,0.00023211725,0.0034577006,0.00016639623,0.0004518029,0.00007765646,0.00013400211,0.002193377],"genre_scores_gemma":[0.9979864,0.0000055730266,0.00013367331,0.0012401817,0.00021323135,0.0000043793066,0.000008708475,0.0000069800676,0.00040087546],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984254,0.0001326424,0.00028640454,0.00038518492,0.0003592195,0.00041109926],"domain_scores_gemma":[0.9986758,0.00053555216,0.00014430405,0.00047605718,0.00006581415,0.000102460705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007607203,0.00017024601,0.0002118934,0.000035479457,0.0005073525,0.00004535084,0.00034731725,0.000033706605,0.00024633293],"category_scores_gemma":[0.00018091021,0.000080320686,0.000108185246,0.0002324049,0.000292663,0.00016638658,0.00007932323,0.00019983234,0.0007544363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005065662,0.00027120276,0.11587962,0.00007083569,0.000044983262,0.000012848279,0.0017740706,0.000014967268,0.5042574,0.0002942823,0.033174537,0.3436987],"study_design_scores_gemma":[0.0014893637,0.0011883924,0.18092741,0.00018992637,0.000046992453,0.000022369108,0.00038920005,0.0058660232,0.7901785,0.0070741475,0.01204913,0.000578553],"about_ca_topic_score_codex":0.0009436821,"about_ca_topic_score_gemma":0.00009344273,"teacher_disagreement_score":0.34312016,"about_ca_system_score_codex":0.000027709648,"about_ca_system_score_gemma":0.000027722252,"threshold_uncertainty_score":0.9697004},"labels":[],"label_agreement":null},{"id":"W2514179803","doi":"10.1190/segam2016-13780208.1","title":"Converted-wave receiver statics in the tau-p domain","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Statics; Reflection (computer programming); Domain (mathematical analysis); Convolution (computer science); Surface (topology); Data processing; Surface wave; Field (mathematics); Range (aeronautics); Frequency domain; Computer science; Geology; Stacking; Near and far field; Algorithm; Optics; Physics; Telecommunications; Mathematical analysis; Mathematics; Geometry; Artificial intelligence; Engineering; Database","score_opus":0.021471819027805678,"score_gpt":0.20956941353978162,"score_spread":0.18809759451197594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514179803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6505214,0.00021629008,0.011978202,0.038740985,0.0004975814,0.00040766198,0.000075155454,0.00023279597,0.2973299],"genre_scores_gemma":[0.98513925,0.000085489766,0.0028442924,0.010144786,0.000022216953,5.444189e-7,0.000006199807,0.0000012648587,0.0017559803],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994028,0.00008763287,0.00010153403,0.000108396714,0.00014223406,0.00015736473],"domain_scores_gemma":[0.999554,0.00022979455,0.000022254912,0.00015385768,0.000012616095,0.000027492079],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038575995,0.00005844177,0.000059923383,0.000046269968,0.000044304234,0.000020349886,0.00015332089,0.00002693371,0.00455587],"category_scores_gemma":[0.000029570792,0.00002449619,0.000019661706,0.0001050261,0.00008828143,0.00009243995,0.000004142795,0.00005506024,0.00044880627],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018465416,0.000013616381,0.09343652,0.0000037665764,0.000004994521,0.000032404932,0.00095519784,0.000001426925,0.00009999659,0.0011227414,0.38222092,0.52208996],"study_design_scores_gemma":[0.0008881434,0.000201741,0.1294711,0.00005588375,0.0000066262883,0.00005036563,0.002808828,0.0060950033,0.0026984548,0.08031991,0.77706563,0.00033828415],"about_ca_topic_score_codex":0.0018514667,"about_ca_topic_score_gemma":0.00016763723,"teacher_disagreement_score":0.5217517,"about_ca_system_score_codex":0.0000029654618,"about_ca_system_score_gemma":0.000016591983,"threshold_uncertainty_score":0.9963541},"labels":[],"label_agreement":null},{"id":"W2514364019","doi":"10.1190/segam2016-13867595.1","title":"Coupling a local elastic solver to a background acoustic model to estimate phase variation","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Research and Development Corporation of Newfoundland and Labrador","keywords":"Coupling (piping); Solver; Variation (astronomy); Phase (matter); Physics; Computer science; Acoustics; Materials science; Astrophysics; Quantum mechanics","score_opus":0.028177311849315476,"score_gpt":0.2871717325917555,"score_spread":0.25899442074244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514364019","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13376223,0.000006302561,0.86329824,0.0010110495,0.00012764841,0.0001383209,0.000023450064,0.00020102099,0.0014317275],"genre_scores_gemma":[0.9612709,0.0000022945717,0.034925263,0.002321811,0.000040067724,0.0000025279576,0.000007020748,0.000004480831,0.0014256021],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907684,0.0000087445615,0.00016105545,0.00026652272,0.00019815304,0.0002886686],"domain_scores_gemma":[0.99942243,0.00011823928,0.000025832465,0.00015695249,0.000050639763,0.00022591595],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021613082,0.00011605196,0.000113237125,0.000118879885,0.000103560975,0.00005476295,0.00014774672,0.000041322768,0.0013675912],"category_scores_gemma":[0.000047428523,0.00007420193,0.000028467293,0.00015249055,0.000029452825,0.0002337515,0.000016332078,0.00004509008,0.0015638893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017654596,0.00004835009,0.0005705452,0.000013510955,0.000013517722,0.000009142748,0.0002489734,0.8127865,0.006380208,0.0001946247,0.031989247,0.14756884],"study_design_scores_gemma":[0.0003296981,0.00017954942,0.0003329267,0.000042961976,0.000012577879,0.000006422611,0.00003334135,0.9962908,0.0010548612,0.00073679053,0.0008232844,0.00015680211],"about_ca_topic_score_codex":0.00091287424,"about_ca_topic_score_gemma":0.00006131384,"teacher_disagreement_score":0.828373,"about_ca_system_score_codex":0.000016855221,"about_ca_system_score_gemma":0.00005190728,"threshold_uncertainty_score":0.9995453},"labels":[],"label_agreement":null},{"id":"W2514434685","doi":"10.2118/181421-ms","title":"Combining Frequent 4D Seismic and Mechanistic Reservoir Modeling to Improve the Effectiveness of Steam Injection Operations","year":2016,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shell Canada","keywords":"Steam injection; Petroleum engineering; Reservoir simulation; Enhanced oil recovery; Geobiology; Oil field; Field (mathematics); Saturation (graph theory); Reservoir modeling; Environmental science; Geology; Regional geology; Computer science; Geotechnical engineering; Metamorphic petrology","score_opus":0.0200926602319538,"score_gpt":0.24778218294151816,"score_spread":0.22768952270956436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514434685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8085512,0.00005107259,0.18915927,0.0010558296,0.0000773855,0.00030487255,0.000084501546,0.000080248115,0.00063565554],"genre_scores_gemma":[0.9988924,0.000092793314,0.0006666034,0.00027549564,0.00002300647,0.000008280759,0.000015837859,0.0000028972595,0.000022675986],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917823,0.00012632197,0.00017700011,0.00023640462,0.00013685768,0.00014515899],"domain_scores_gemma":[0.99947274,0.0001672652,0.000029580151,0.00013762082,0.00012510135,0.00006769415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007299093,0.00009740365,0.00013616808,0.000073316354,0.00021204616,0.000051663883,0.000092245944,0.00006933353,0.000040567906],"category_scores_gemma":[0.00012898055,0.00005726081,0.000022958393,0.00010817739,0.00013371173,0.00027199832,0.000035318633,0.00010742151,0.00000706109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015368985,0.00018130602,0.009775115,0.00045519185,0.00007555837,0.000012753071,0.0015500316,0.013599098,0.47533613,0.09122885,0.001797076,0.40445197],"study_design_scores_gemma":[0.0014291671,0.004292926,0.011249982,0.0017784999,0.000088908375,0.000099383695,0.0026061053,0.6277169,0.119280435,0.23018074,0.0005122896,0.00076469604],"about_ca_topic_score_codex":0.0029438324,"about_ca_topic_score_gemma":0.00013378312,"teacher_disagreement_score":0.6141178,"about_ca_system_score_codex":0.000008875187,"about_ca_system_score_gemma":0.000038029502,"threshold_uncertainty_score":0.44502136},"labels":[],"label_agreement":null},{"id":"W2515368847","doi":"10.1190/segam2016-13856947.1","title":"Facies-dependent AVO prediction: A framework for prospect derisking in the Flemish pass and orphan basins","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Flemish; Facies; Geology; Geomorphology; Structural basin; Geography; Archaeology","score_opus":0.017357899023360088,"score_gpt":0.23130926693257484,"score_spread":0.21395136790921476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515368847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62975395,0.0007886121,0.31291568,0.029943362,0.00085291784,0.0017799985,0.0005801989,0.0006377298,0.022747537],"genre_scores_gemma":[0.9915744,0.000118109674,0.00568713,0.0021096896,0.000085095984,0.000008288776,0.0000063288244,0.0000021901806,0.00040874182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993192,0.000040072082,0.00012139715,0.00018728714,0.00014350428,0.00018854703],"domain_scores_gemma":[0.9994786,0.00030773034,0.00003158111,0.00013010057,0.0000160845,0.000035907553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042950746,0.00007918247,0.00007996876,0.00004465256,0.00014348523,0.00007095938,0.0001404644,0.00005307659,0.00053911784],"category_scores_gemma":[0.00009441455,0.000038158436,0.000025946696,0.000084232226,0.00006396533,0.00016697486,0.000007658278,0.00007972504,0.0000142423705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037511396,0.000015361167,0.73310417,0.000016651313,0.000008960953,0.000005061598,0.0007640377,0.0000050893273,0.00005078212,0.0011560941,0.019352283,0.245484],"study_design_scores_gemma":[0.0015126417,0.00078688323,0.5549292,0.0004083794,0.000032032178,0.00015383368,0.004105982,0.018742409,0.007989563,0.123724736,0.28700197,0.0006123887],"about_ca_topic_score_codex":0.0005668804,"about_ca_topic_score_gemma":0.00017489435,"teacher_disagreement_score":0.36182046,"about_ca_system_score_codex":0.0000048257284,"about_ca_system_score_gemma":0.000016694656,"threshold_uncertainty_score":0.5902962},"labels":[],"label_agreement":null},{"id":"W2515448750","doi":"10.1190/segam2016-13869051.1","title":"A unified 2D/3D software environment for large-scale time-harmonic full-waveform inversion","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Waveform; Computer science; Inversion (geology); Software; Harmonic analysis; Scale (ratio); Harmonic; Electronic engineering; Acoustics; Geology; Physics; Engineering; Seismology; Telecommunications","score_opus":0.011660576840642324,"score_gpt":0.19227154344675285,"score_spread":0.18061096660611053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515448750","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3945983,0.0004572483,0.56039107,0.01238398,0.0008959499,0.0018777379,0.00083163736,0.001998071,0.026565986],"genre_scores_gemma":[0.7631872,0.00059034704,0.15278396,0.0110039525,0.00027115137,0.000017845048,0.0005301094,0.000029072387,0.07158635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893016,0.000025575235,0.00016983823,0.00029785672,0.00019787825,0.00037872038],"domain_scores_gemma":[0.9994232,0.00012729793,0.000057871533,0.0002415218,0.0000183688,0.00013171737],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002876485,0.00014302952,0.00014068147,0.00008042323,0.00018622678,0.000023181437,0.00020422201,0.00008152027,0.015336444],"category_scores_gemma":[0.000025105894,0.00008539829,0.00008648572,0.000059824997,0.000057775644,0.00024538045,0.000025997233,0.00005650808,0.0034260591],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019601185,0.000057126144,0.015037644,0.00002875479,0.000027433334,0.000004258376,0.00018939556,0.000016526508,0.0020658625,0.000032725075,0.25705162,0.7252926],"study_design_scores_gemma":[0.0012138307,0.0005025215,0.0026548656,0.000048556547,0.000026831649,0.00000981432,0.0001770012,0.03504394,0.019925583,0.0015448809,0.938446,0.00040621322],"about_ca_topic_score_codex":0.00028351427,"about_ca_topic_score_gemma":0.000019581952,"teacher_disagreement_score":0.7248864,"about_ca_system_score_codex":0.000019126843,"about_ca_system_score_gemma":0.000027833163,"threshold_uncertainty_score":0.9973499},"labels":[],"label_agreement":null},{"id":"W2515524697","doi":"10.1190/segam2016-13973145.1","title":"Seismic modeling and imaging for a shallow CO<sub>2</sub> injection project","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); University of Calgary","funders":"","keywords":"Amplitude; Geology; Gaussian; Plume; Geophysical imaging; Reflection (computer programming); Waveform; Presentation (obstetrics); Point (geometry); Saturation (graph theory); Seismology; Acoustics; Computer science; Optics; Physics; Geometry; Mathematics; Meteorology; Telecommunications","score_opus":0.01926758004783512,"score_gpt":0.23508666346685406,"score_spread":0.21581908341901893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515524697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74118006,0.00012542534,0.25414354,0.0012648735,0.0001300629,0.00028215718,0.00002986175,0.0003055283,0.002538491],"genre_scores_gemma":[0.9959647,0.000109143904,0.0023309484,0.0013266245,0.000063816595,0.0000044103876,0.000016443551,0.0000045697684,0.00017934544],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928546,0.000022822758,0.00012757783,0.0002465281,0.00009665323,0.00022097463],"domain_scores_gemma":[0.9997127,0.00007847492,0.000032127606,0.00009237343,0.000037127913,0.000047177113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022565287,0.00010079095,0.000095509924,0.00012634641,0.00014975092,0.00005103235,0.00007126181,0.000033130036,0.000041794916],"category_scores_gemma":[0.00003348912,0.00006368402,0.000037715356,0.000067672525,0.0000467118,0.00036233978,0.0000066226157,0.000043928565,0.000026026157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006343295,0.000007945623,0.048878457,0.000028128767,0.000010750948,0.0000014197686,0.00014857553,0.00039156672,0.00827398,0.000031271204,0.019969132,0.9221953],"study_design_scores_gemma":[0.00029921366,0.0000761616,0.00053277885,0.000039287832,0.0000075013145,0.00003570318,0.00015269591,0.97407454,0.01890923,0.0020889402,0.0036323392,0.0001516072],"about_ca_topic_score_codex":0.0016137416,"about_ca_topic_score_gemma":0.000040284045,"teacher_disagreement_score":0.973683,"about_ca_system_score_codex":0.0000059753393,"about_ca_system_score_gemma":0.00003537831,"threshold_uncertainty_score":0.2596959},"labels":[],"label_agreement":null},{"id":"W2515575453","doi":"","title":"Multiparameter seismic full waveform inversion in fractured media: anisotropic parameter estimation and cross-talk suppression","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology; Inversion (geology); Waveform; Anisotropy; Geodesy; Geophysics; Optics; Physics; Computer science; Telecommunications; Tectonics","score_opus":0.022008095592847846,"score_gpt":0.24927977485587488,"score_spread":0.22727167926302705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515575453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693567,0.00023125717,0.00016998606,0.00038690263,0.00042615028,0.00018044712,0.0000104675055,0.00015117893,0.0015079573],"genre_scores_gemma":[0.9834313,0.00003862954,0.015270564,0.0009999712,0.000058803715,0.0000018693946,0.0001501021,0.000008572949,0.000040184033],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99835294,0.000088498164,0.00040049106,0.0003960729,0.00036868802,0.00039328387],"domain_scores_gemma":[0.99884677,0.00043787467,0.00019249281,0.00021258938,0.00006384416,0.00024645796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000644123,0.0002211477,0.00023297695,0.00019777995,0.000120194905,0.00015523355,0.00018316283,0.0002097834,0.000021383607],"category_scores_gemma":[0.0009592548,0.00018029657,0.000042525826,0.00014421392,0.00013159086,0.0006776499,0.0000345931,0.00035084924,0.00013193638],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025728554,0.000061194885,0.7908926,0.000069691116,0.000013194353,0.00012187386,0.002793647,0.049015462,0.00031067646,0.000001259719,0.0040108296,0.1524523],"study_design_scores_gemma":[0.0009830268,0.00015649454,0.3293284,0.00019736256,0.0000134184,0.000040739873,0.00030283892,0.6596103,0.0047352794,0.0019100411,0.0024019757,0.0003201682],"about_ca_topic_score_codex":0.041641958,"about_ca_topic_score_gemma":0.0013461121,"teacher_disagreement_score":0.6105948,"about_ca_system_score_codex":0.000026054617,"about_ca_system_score_gemma":0.000043813026,"threshold_uncertainty_score":0.96473986},"labels":[],"label_agreement":null},{"id":"W2516096125","doi":"10.1190/segam2016-13957039.1","title":"Reducing under-sampling artifacts in 3D true-amplitude RTM angle gathers","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Computer science; Sampling (signal processing); Amplitude; Computer vision; Physics; Optics","score_opus":0.03756429214877572,"score_gpt":0.25062091007386594,"score_spread":0.21305661792509023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516096125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94109285,0.00015748882,0.016786056,0.0036416973,0.0002775834,0.0001319861,0.000009498163,0.00033385537,0.037568975],"genre_scores_gemma":[0.98836744,0.000055358596,0.008270924,0.0018879684,0.000043960663,7.313836e-7,0.000006945497,0.00000402661,0.0013626626],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99902326,0.000042962372,0.0001888839,0.00026411092,0.00015052408,0.00033024867],"domain_scores_gemma":[0.99947095,0.00018616086,0.000041968255,0.000194509,0.000015545364,0.00009088932],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035512206,0.00010842374,0.00012273825,0.000131764,0.000075275115,0.000043166987,0.00015974624,0.00005337582,0.0035348916],"category_scores_gemma":[0.000057333247,0.00006799467,0.000036954356,0.00015699439,0.000067204346,0.00028049137,0.000010497446,0.00008009988,0.00046262535],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030899715,0.000027737864,0.13844082,0.000010751555,0.000010666592,0.000010038013,0.0003469302,0.0009518027,0.0033477412,0.00025628213,0.0073959464,0.8491704],"study_design_scores_gemma":[0.0030497261,0.0006593654,0.55134296,0.0011214695,0.00003628822,0.000100029756,0.0037174434,0.057935253,0.09131549,0.047969718,0.24033016,0.0024221153],"about_ca_topic_score_codex":0.007208875,"about_ca_topic_score_gemma":0.00023332392,"teacher_disagreement_score":0.8467483,"about_ca_system_score_codex":0.000014687131,"about_ca_system_score_gemma":0.00003748674,"threshold_uncertainty_score":0.9994022},"labels":[],"label_agreement":null},{"id":"W2516796527","doi":"10.1190/segam2016-13779535.1","title":"A theoretical note on converted wave amplitude variation with offset in viscoelastic media","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscoelasticity; Amplitude; Offset (computer science); Variation (astronomy); Acoustics; Physics; Computer science; Optics; Thermodynamics","score_opus":0.009768287729181792,"score_gpt":0.20144110626257833,"score_spread":0.19167281853339654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516796527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65888935,0.000025514966,0.23235688,0.016016286,0.0005832148,0.0005350588,0.000107283435,0.0006197089,0.0908667],"genre_scores_gemma":[0.99600285,0.000009304337,0.0017091193,0.0021554483,0.000025195719,8.6631775e-7,0.000019639378,0.000002208973,0.0000753414],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999285,0.00005823087,0.000113939284,0.00018286287,0.00018784015,0.00017216065],"domain_scores_gemma":[0.9992694,0.00050295366,0.000026215712,0.00011850233,0.00002052179,0.00006239911],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019925708,0.00008429252,0.000095469295,0.000095376716,0.000029127032,0.000018840678,0.00007531621,0.00004558643,0.0065532452],"category_scores_gemma":[0.000104668194,0.000040488732,0.00001472544,0.000101653575,0.00014824158,0.00010720232,0.0000041292487,0.00006935231,0.00034202682],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015962526,0.00016988194,0.13060905,0.000023364224,0.00003692352,0.00011811105,0.0017441252,0.00008271356,0.00095193397,0.2350127,0.010400172,0.61925477],"study_design_scores_gemma":[0.0024968695,0.0010423869,0.62652904,0.00031548998,0.00002259361,0.000039086288,0.0001295847,0.27539912,0.00635278,0.08385968,0.0032500965,0.0005632593],"about_ca_topic_score_codex":0.00094546285,"about_ca_topic_score_gemma":0.00011165085,"teacher_disagreement_score":0.6186915,"about_ca_system_score_codex":0.0000073978945,"about_ca_system_score_gemma":0.000029126333,"threshold_uncertainty_score":0.9943549},"labels":[],"label_agreement":null},{"id":"W2516914564","doi":"10.1190/segam2016-13879674.1","title":"Frequency down extrapolation with TV norm minimization","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Extrapolation; Computer science; Norm (philosophy); Minification; Algorithm; Waveform; Frequency domain; Mathematics; Telecommunications; Statistics; Computer vision","score_opus":0.00959128027243299,"score_gpt":0.1886729170235579,"score_spread":0.1790816367511249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516914564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40641207,0.00016049351,0.19577229,0.008175783,0.00031921658,0.00029714973,0.000040647225,0.00088513555,0.38793725],"genre_scores_gemma":[0.98441726,0.000033299933,0.0124876,0.0008873429,0.00003619981,4.415183e-7,0.000024480634,0.0000016697726,0.0021116966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995434,0.000016088503,0.00008175402,0.0001256421,0.00011833296,0.00011475636],"domain_scores_gemma":[0.9997541,0.0000390129,0.000032535998,0.00009961554,0.000031859963,0.000042915053],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006998124,0.000059560134,0.000048286263,0.00005781764,0.0000635954,0.000019892303,0.000069655136,0.000028443175,0.007879858],"category_scores_gemma":[0.000011469816,0.000029101222,0.000013298878,0.000098705306,0.000045802193,0.00034636326,0.0000015797874,0.000022844193,0.00026468682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014506932,0.0000059809468,0.60512674,0.0000029768382,0.000004820689,0.00000213979,0.000055530378,0.0000099859135,0.0005090088,0.00039117204,0.01991349,0.37396368],"study_design_scores_gemma":[0.0016516366,0.00078868045,0.79866064,0.00018285144,0.000036639063,0.000079333484,0.00028276906,0.025809603,0.0517851,0.016132116,0.10361917,0.00097147725],"about_ca_topic_score_codex":0.002580676,"about_ca_topic_score_gemma":0.0001230649,"teacher_disagreement_score":0.5780052,"about_ca_system_score_codex":0.0000030764481,"about_ca_system_score_gemma":0.000020407471,"threshold_uncertainty_score":0.9930271},"labels":[],"label_agreement":null},{"id":"W2517346983","doi":"","title":"3D Seismic Exploration for Mineral Deposits in Hardrock Environments","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Mineral exploration; Geochemistry; Petrophysics; Sulfide; Seismology; Mineralogy; Mining engineering; Porosity; Geotechnical engineering","score_opus":0.018678152100239747,"score_gpt":0.2150495771356748,"score_spread":0.19637142503543506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517346983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83538026,0.00034197915,0.134649,0.0071342643,0.00030789032,0.0006533413,0.000028581062,0.00021194364,0.021292733],"genre_scores_gemma":[0.97187304,0.000040634317,0.020477485,0.0037713726,0.00006976844,0.0000037557625,0.00009093801,0.0000021086953,0.0036708682],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949545,0.0000150352935,0.000118275275,0.00013756723,0.0000835519,0.00015011565],"domain_scores_gemma":[0.9998454,0.000022730064,0.00002253145,0.00007087516,0.0000033983627,0.00003506003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000090780886,0.00006451267,0.00006407174,0.00006469613,0.00004672923,0.000020194653,0.000074621945,0.0000325105,0.00031406255],"category_scores_gemma":[0.0000070103697,0.000054899392,0.00002192545,0.000047689246,0.000014339938,0.00040805718,0.0000034678762,0.000040568644,0.00020044672],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048140806,0.000040573716,0.09087179,0.000008992442,0.000005869797,0.0000019982176,0.00031258672,0.015230602,0.00066126476,0.000019642635,0.084416345,0.8083822],"study_design_scores_gemma":[0.00036798482,0.000078331694,0.015073898,0.000008738823,0.0000036089489,0.0000036641381,0.000096386146,0.7043797,0.011442161,0.00035369064,0.26805243,0.00013942982],"about_ca_topic_score_codex":0.0007915056,"about_ca_topic_score_gemma":0.0002822163,"teacher_disagreement_score":0.80824274,"about_ca_system_score_codex":0.0000065737167,"about_ca_system_score_gemma":0.0000070533147,"threshold_uncertainty_score":0.34387648},"labels":[],"label_agreement":null},{"id":"W2517370400","doi":"10.1190/segam2016-13948602.1","title":"2D seismic models and quantitative investigation of an undrilled Eocene fan complex","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Structural basin; Geology; Flemish; Section (typography); Character (mathematics); Seismology; Paleontology; Workflow; Archaeology; Computer science; History; Geometry","score_opus":0.05813941410896149,"score_gpt":0.25823694520946894,"score_spread":0.20009753110050743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517370400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96674293,0.000049019596,0.025890725,0.0011358698,0.00003399356,0.000079108904,0.00003544328,0.00008889267,0.0059440373],"genre_scores_gemma":[0.98025036,0.000049209986,0.018381054,0.00107836,0.000007864303,2.4108655e-7,0.000029234963,0.0000018328019,0.00020186837],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944276,0.000062267754,0.00013263832,0.00014986238,0.000108121705,0.00010436527],"domain_scores_gemma":[0.99963063,0.000092734605,0.00005673889,0.000101080164,0.000042222127,0.00007657646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017160774,0.00006927247,0.000109191504,0.00007636854,0.00005224878,0.00001265525,0.00007885434,0.00002984803,0.00039724982],"category_scores_gemma":[0.000014484448,0.000041880467,0.00001563359,0.00007591987,0.00019701569,0.0004505139,0.000006432104,0.000025424612,0.000017575678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028150258,0.000046844492,0.20719115,0.000094411786,0.000078736826,0.000007340791,0.004154187,0.001575354,0.034886226,0.01919553,0.026454782,0.70603395],"study_design_scores_gemma":[0.00042986384,0.0003615392,0.045287985,0.000041784155,0.0000094009765,0.000007995286,0.0005286823,0.84564996,0.029669976,0.07705736,0.000779413,0.00017602534],"about_ca_topic_score_codex":0.0041984147,"about_ca_topic_score_gemma":0.00006423669,"teacher_disagreement_score":0.8440746,"about_ca_system_score_codex":0.0000019312101,"about_ca_system_score_gemma":0.000019561727,"threshold_uncertainty_score":0.6346775},"labels":[],"label_agreement":null},{"id":"W2517859298","doi":"10.1190/segam2016-13879371.1","title":"Joint reparametrized time-lapse full-waveform inversion","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Carbon Management Canada","keywords":"Joint (building); Inversion (geology); Computer science; Waveform; Geology; Engineering; Telecommunications; Seismology; Structural engineering","score_opus":0.016963480567907162,"score_gpt":0.2040290972557272,"score_spread":0.18706561668782004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517859298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6238965,0.00013579431,0.009198626,0.01085687,0.0006929998,0.00036586853,0.000026472166,0.0015053025,0.35332158],"genre_scores_gemma":[0.9537602,0.00013438232,0.009928413,0.0047626803,0.00008680312,7.1256267e-7,0.000030993364,0.0000050527824,0.031290755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990636,0.000038676884,0.0001838945,0.00023977688,0.00022119941,0.00025281217],"domain_scores_gemma":[0.999424,0.00009874726,0.0000588875,0.00025177517,0.000037050573,0.0001295614],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033745612,0.00011119349,0.00014123677,0.00016387661,0.00010024443,0.000028596673,0.00015507411,0.000063918415,0.026407646],"category_scores_gemma":[0.00011332771,0.000058667072,0.00007807913,0.00019246349,0.00009131735,0.00030345554,0.000017773797,0.00005972341,0.010733528],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009443977,0.00001575771,0.007288372,0.0000062797303,0.000013561378,0.0000120741,0.000042236,0.0000031729885,0.007185546,0.000061784645,0.41467604,0.57060075],"study_design_scores_gemma":[0.0023578515,0.0010555267,0.009866916,0.00017902332,0.000034984118,0.00011575614,0.00018545025,0.12970531,0.1849483,0.010004744,0.66053575,0.0010104001],"about_ca_topic_score_codex":0.0014538387,"about_ca_topic_score_gemma":0.000010328557,"teacher_disagreement_score":0.56959033,"about_ca_system_score_codex":0.000010282564,"about_ca_system_score_gemma":0.000027715361,"threshold_uncertainty_score":0.9900367},"labels":[],"label_agreement":null},{"id":"W2518412941","doi":"10.1190/segam2016-13966009.1","title":"Multicomponent seismic data registration by nonlinear optimization: Part 1","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Computer science; Nonlinear system; Physics","score_opus":0.0332124252078761,"score_gpt":0.23609676693639955,"score_spread":0.20288434172852346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518412941","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011246717,0.00035475515,0.90246147,0.04123969,0.0008261746,0.00033391788,0.0011987966,0.000898364,0.041440126],"genre_scores_gemma":[0.7836205,0.0009803778,0.17543793,0.011082866,0.00042774476,0.0000016142607,0.005486608,0.000011320784,0.022951053],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926096,0.00003330117,0.000154832,0.00025421788,0.00015657663,0.00014010625],"domain_scores_gemma":[0.99937135,0.000059290476,0.00005171926,0.00042803353,0.000024239527,0.00006536807],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020790758,0.000076896555,0.00006973696,0.000028066303,0.00008039448,0.000037162008,0.00030796393,0.00003609377,0.0042898254],"category_scores_gemma":[0.000038309056,0.000045886813,0.000014125804,0.000058320195,0.00005996121,0.00044349843,0.000018346069,0.000035300804,0.0003144881],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011146644,0.00001627076,0.004638448,0.0000029352136,0.000005942969,0.0000016913323,0.000008101456,0.0010521427,0.000098731085,0.000010232425,0.84846365,0.1456907],"study_design_scores_gemma":[0.0001225696,0.000017441644,0.00012299798,0.000010966632,0.000003180638,0.000004033873,0.000012382932,0.6145519,0.0012006793,0.000025046484,0.383853,0.000075825934],"about_ca_topic_score_codex":0.0015768072,"about_ca_topic_score_gemma":0.000015702162,"teacher_disagreement_score":0.7723738,"about_ca_system_score_codex":0.0000031607503,"about_ca_system_score_gemma":0.000021837299,"threshold_uncertainty_score":0.9966204},"labels":[],"label_agreement":null},{"id":"W2518468762","doi":"10.1111/1365-2478.12429","title":"Robust<i>f</i>‐<i>x</i>projection filtering for simultaneous random and erratic seismic noise attenuation","year":2016,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Gaussian noise; Noise (video); Algorithm; Value noise; Gradient noise; Computer science; Filter (signal processing); Mathematics; Noise measurement; Noise reduction; Noise floor; Artificial intelligence","score_opus":0.017338235854117902,"score_gpt":0.21396943759074497,"score_spread":0.19663120173662707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518468762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8628912,0.00006478088,0.13376495,0.0012096376,0.000332807,0.0006116846,0.000027716287,0.00034723236,0.00074999104],"genre_scores_gemma":[0.9947208,0.000014323686,0.00398267,0.00042043603,0.00029942364,0.0000093956405,0.000012483879,0.0000070313617,0.00053342537],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907243,0.000031783136,0.00017833138,0.00032106615,0.0001317671,0.0002646302],"domain_scores_gemma":[0.99910796,0.00057736936,0.00008871119,0.00011039458,0.000053716347,0.000061881154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022962707,0.00012953694,0.00016413786,0.000051187864,0.0002914772,0.00006523221,0.00007404706,0.000044018296,0.000053663334],"category_scores_gemma":[0.00027923443,0.00008863734,0.000054977394,0.0000887822,0.00006366422,0.0002869613,0.000012470195,0.00008236768,0.000051732583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029703067,0.00003167383,0.01777857,0.00010057275,0.000026095448,0.0000062294944,0.00046305993,0.0022091845,0.017637672,0.000052306434,0.0014805887,0.959917],"study_design_scores_gemma":[0.0016231793,0.00031520825,0.004481444,0.00012872809,0.000031904827,0.000028706298,0.0001333481,0.9697058,0.013056943,0.008067555,0.0020952006,0.00033195733],"about_ca_topic_score_codex":0.0007426307,"about_ca_topic_score_gemma":0.000014202325,"teacher_disagreement_score":0.96749663,"about_ca_system_score_codex":0.00001157809,"about_ca_system_score_gemma":0.000014548105,"threshold_uncertainty_score":0.36145255},"labels":[],"label_agreement":null},{"id":"W2518512891","doi":"10.3997/2214-4609.201602108","title":"Deep Mine Wavefront Reconstruction Using True 3D Sparse Data","year":2016,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Extrapolation; Wavefront; Microseism; Interpolation (computer graphics); Computer science; Sparse matrix; Seismic migration; RADIUS; Geology; Algorithm; Seismology; Mathematics; Computer vision; Optics; Physics; Mathematical analysis","score_opus":0.0466331172167967,"score_gpt":0.23637014771465728,"score_spread":0.1897370304978606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518512891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690721,0.00034658585,0.006961376,0.0017303737,0.000750914,0.0001848196,0.00005716137,0.0003713686,0.020525303],"genre_scores_gemma":[0.95001423,0.00012806912,0.04856647,0.0005749731,0.00025921728,4.4356702e-7,0.000024603269,0.000005298201,0.00042667042],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916184,0.00000537099,0.0001525688,0.0003124857,0.00014617215,0.00022153347],"domain_scores_gemma":[0.9996103,0.000022201351,0.00008219023,0.00015214362,0.00005544847,0.00007772609],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027255382,0.00010012872,0.000106735926,0.00008619391,0.00011044902,0.000049505623,0.0003030376,0.00005015161,0.0009144014],"category_scores_gemma":[0.00009608795,0.00006575264,0.000018771732,0.0001096352,0.00009749163,0.0009182581,0.00003354397,0.0000618775,0.00013827014],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019886142,0.000004669754,0.12076125,0.000012716877,0.0000072437847,0.000001403699,0.00007325339,0.0000014807946,0.0015967365,0.000016606236,0.010078288,0.86742646],"study_design_scores_gemma":[0.00075424806,0.00016014867,0.016108371,0.0003333001,0.00006684444,0.0006085159,0.0005771285,0.78171444,0.01573077,0.0036590388,0.17962337,0.00066384143],"about_ca_topic_score_codex":0.0011696925,"about_ca_topic_score_gemma":0.000017851027,"teacher_disagreement_score":0.86676264,"about_ca_system_score_codex":0.000009483765,"about_ca_system_score_gemma":0.000020728856,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W2522381692","doi":"","title":"Amplitude inversion of fast and slow converted waves for fracture characterization of the Montney Formation in Pouce Coupe field, Alberta, Canada","year":2014,"lang":"en","type":"dissertation","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wireline; Reservoir modeling; Geology; Amplitude; Shear (geology); Formation evaluation; Tight gas; Shear wave splitting; Azimuth; Seismology; Isotropy; Hydraulic fracturing; Petroleum engineering; Petrology; Engineering; Geometry; Physics; Telecommunications","score_opus":0.004275227649089308,"score_gpt":0.16268547711100412,"score_spread":0.15841024946191481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522381692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99386674,0.000015150474,0.0009549881,0.00033692623,0.00022824359,0.00072059024,0.000727295,0.000014510973,0.0031355475],"genre_scores_gemma":[0.99457973,0.00006367035,0.000043139305,0.00011878463,0.0000050544436,0.000001062941,0.0011785112,0.000005684107,0.00400435],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990521,0.00005198703,0.00033934406,0.00019959992,0.00020433558,0.00015261074],"domain_scores_gemma":[0.9986477,0.00027357633,0.00056996115,0.00015787009,0.0002996343,0.000051292485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006341699,0.00017777178,0.00035439344,0.00048998796,0.00019035459,0.000036657286,0.0002418022,0.00015770653,0.000027231099],"category_scores_gemma":[0.00009968618,0.00016269757,0.000087240034,0.0007758832,0.00008651146,0.00047267354,0.00002045617,0.00015691064,2.1007078e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.036396306,0.0020499704,0.53574955,0.016834922,0.002170442,0.000053215943,0.04216978,0.026848271,0.020512933,0.002209347,0.11230254,0.20270272],"study_design_scores_gemma":[0.0070942705,0.0035869656,0.30214244,0.0023595376,0.00059392676,0.000014675835,0.021468705,0.3583627,0.2078504,0.0032405432,0.09116151,0.0021242981],"about_ca_topic_score_codex":0.23488747,"about_ca_topic_score_gemma":0.36921993,"teacher_disagreement_score":0.33151445,"about_ca_system_score_codex":0.000056342527,"about_ca_system_score_gemma":0.000382599,"threshold_uncertainty_score":0.77020746},"labels":[],"label_agreement":null},{"id":"W2522382587","doi":"10.1190/geo2016-0270.1","title":"Restricted model domain time Radon transforms","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radon; Solver; Radon transform; Inverse problem; Thresholding; Applied mathematics; Computer science; Domain (mathematical analysis); Inverse; Iterative method; Algorithm; Mathematical optimization; Mathematics; Image (mathematics); Mathematical analysis; Geometry; Physics","score_opus":0.007765675024349199,"score_gpt":0.18093670984168964,"score_spread":0.17317103481734045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522382587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92189586,0.00006050321,0.033441532,0.0029821857,0.00015483437,0.000177759,0.0001647268,0.0005217689,0.040600814],"genre_scores_gemma":[0.9909678,0.00006465997,0.003765267,0.0011752394,0.00008530319,8.1883945e-7,0.000041946663,0.000004722684,0.0038942592],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99933165,0.000018666884,0.00010385535,0.00016293675,0.00016051435,0.00022236838],"domain_scores_gemma":[0.99967235,0.000041590083,0.00002960675,0.00016859958,0.000020690964,0.00006717325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000070437374,0.00009304384,0.00009767372,0.00004078514,0.00008180517,0.000016943348,0.0001573899,0.00004347184,0.00045180236],"category_scores_gemma":[0.0000062063023,0.000054906068,0.0000523153,0.00012942842,0.00006370296,0.00023448479,0.000004258484,0.000057441866,0.0013227442],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007606968,0.00003070548,0.0036806073,0.000008660005,0.000018499939,0.000009926298,0.00029108013,0.00021466805,0.009389599,0.0011656758,0.067613035,0.91750145],"study_design_scores_gemma":[0.0021323818,0.0005019963,0.02464061,0.00015023489,0.000043206524,0.000021171443,0.0000898278,0.2184653,0.03366798,0.5768414,0.14219452,0.0012513333],"about_ca_topic_score_codex":0.0004204322,"about_ca_topic_score_gemma":0.0000023166729,"teacher_disagreement_score":0.91625017,"about_ca_system_score_codex":0.000004220221,"about_ca_system_score_gemma":0.0000329077,"threshold_uncertainty_score":0.99945486},"labels":[],"label_agreement":null},{"id":"W2524560851","doi":"10.1190/geo2016-0192.1","title":"Dense surface seismic data confirm non-double-couple source mechanisms induced by hydraulic fracturing","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Geology; Amplitude; Hydraulic fracturing; Seismology; Shear (geology); Data quality; Source model; Geophysics; Acoustics; Computer science; Petrology; Physics; Optics; Geotechnical engineering","score_opus":0.023694579349669745,"score_gpt":0.2248693817037656,"score_spread":0.20117480235409585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524560851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531159,0.00008120709,0.042647175,0.0013785948,0.00036914516,0.00019775413,0.00022642457,0.00029388306,0.0016899611],"genre_scores_gemma":[0.9939488,0.00004730216,0.0010305779,0.0031079038,0.00010715832,7.591262e-7,0.00030879187,0.000013899118,0.0014347982],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984467,0.000034670866,0.00021218134,0.0005217503,0.00032746932,0.00045723212],"domain_scores_gemma":[0.99868107,0.00013874684,0.00012967139,0.00085993024,0.000040465522,0.00015014231],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028336575,0.00022566444,0.00022220096,0.000038314603,0.00021347032,0.00008027559,0.0007862861,0.00010301148,0.00044377046],"category_scores_gemma":[0.000016376887,0.00016520107,0.000049006765,0.00015561872,0.000070821974,0.00059034774,0.000098431716,0.00018928567,0.0012476124],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021379457,0.000115979565,0.0051352284,0.00006203225,0.00013159751,0.000030733307,0.0006317117,0.00060902984,0.1378603,0.00008987136,0.22336732,0.63175243],"study_design_scores_gemma":[0.0022816546,0.00030786017,0.0029485675,0.00016871757,0.00007900937,0.000028283243,0.000325637,0.21333036,0.4813903,0.009725269,0.2880764,0.0013379212],"about_ca_topic_score_codex":0.013042151,"about_ca_topic_score_gemma":0.000021981125,"teacher_disagreement_score":0.6304145,"about_ca_system_score_codex":0.000009525071,"about_ca_system_score_gemma":0.00006364381,"threshold_uncertainty_score":0.99953},"labels":[],"label_agreement":null},{"id":"W2526888098","doi":"10.1190/rp2016-003","title":"Modelling of viscoelastic properties of porous rocks saturated with viscous fluid at seismic frequencies at the Core Scale","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Viscoelasticity; Core (optical fiber); Geology; Porosity; Scale (ratio); Porous medium; Geotechnical engineering; Materials science; Mechanics; Composite material; Physics","score_opus":0.027160467619606533,"score_gpt":0.1884952765392772,"score_spread":0.16133480891967067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526888098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98538756,0.0008036096,0.010258938,0.0005276698,0.00006029176,0.0001624688,0.0000402478,0.00008512009,0.002674077],"genre_scores_gemma":[0.993861,0.00012462771,0.00051457674,0.00034303358,0.000014197811,0.0000011505022,0.000010042329,0.0000053686927,0.005125994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990056,0.000036234702,0.00024548598,0.00020084131,0.00028915668,0.00022263764],"domain_scores_gemma":[0.9993684,0.00008827262,0.00013239442,0.00025339215,0.00010964731,0.00004785165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015205606,0.0001434039,0.00020166046,0.00006027339,0.00015759801,0.0000108739005,0.00022739253,0.000049750466,0.00065860007],"category_scores_gemma":[0.000013663876,0.000055833923,0.000042758536,0.00013293647,0.00049057626,0.00016057717,0.000028978733,0.000056629844,0.00004562177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022895331,0.000106448366,0.1712374,0.00038284008,0.0002332474,0.000024618474,0.0043138736,0.40323654,0.34091395,0.000044018023,0.033900257,0.04331729],"study_design_scores_gemma":[0.0003185061,0.0003896401,0.00046112228,0.00031699485,0.000036018675,0.00007375731,0.00049907627,0.38849518,0.60809225,0.00018733041,0.000915736,0.00021438077],"about_ca_topic_score_codex":0.011081331,"about_ca_topic_score_gemma":0.0003658579,"teacher_disagreement_score":0.2671783,"about_ca_system_score_codex":0.000014742894,"about_ca_system_score_gemma":0.00005631139,"threshold_uncertainty_score":0.99550396},"labels":[],"label_agreement":null},{"id":"W2527822765","doi":"10.1190/tle35100831.1","title":"Resaturated pay: A new infill target type identified through the application and continuous improvement of 4D seismic at the Forties Field","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Infill; Geology; Petroleum engineering; Drilling; Oil field; Oil in place; Environmental science; Geotechnical engineering; Mining engineering; Petroleum; Engineering; Paleontology; Civil engineering","score_opus":0.015736741667414927,"score_gpt":0.23688746317031695,"score_spread":0.22115072150290202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527822765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92924863,0.002162721,0.012439969,0.04870422,0.00078836776,0.0007363163,0.000028648294,0.00014436097,0.00574679],"genre_scores_gemma":[0.9821456,0.00012748162,0.00007850976,0.0034717363,0.00008006032,0.0000025295822,0.00000776151,0.000002939056,0.0140833575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994408,0.000043053715,0.00014081,0.00012381657,0.000109481756,0.00014204794],"domain_scores_gemma":[0.9992434,0.0003205077,0.00010913142,0.0002763308,0.00003155486,0.000019102372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030154447,0.00007629107,0.00009215448,0.000014134062,0.00024594224,0.000039721766,0.00023398342,0.000034728346,0.0001793759],"category_scores_gemma":[0.000057592533,0.00002569476,0.000027117267,0.00009873669,0.00018935626,0.00009803519,0.00003335782,0.00008637398,0.00006333599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001468254,0.0000059724553,0.0090771075,0.000015977274,0.000049172617,6.461076e-7,0.0038529295,0.00003444571,0.00976037,0.0005468704,0.59964824,0.37686145],"study_design_scores_gemma":[0.00044274487,0.0003380543,0.006585243,0.00009114449,0.000059819882,0.000018960513,0.0013321558,0.0055143414,0.17902434,0.024835667,0.78152204,0.00023551886],"about_ca_topic_score_codex":0.0057737315,"about_ca_topic_score_gemma":0.00010283028,"teacher_disagreement_score":0.37662593,"about_ca_system_score_codex":0.0000053350645,"about_ca_system_score_gemma":0.000025305986,"threshold_uncertainty_score":0.87281936},"labels":[],"label_agreement":null},{"id":"W2530574293","doi":"10.1121/1.4964339","title":"Fluid pressure diffusion effects on the seismic reflectivity of a single fracture","year":2016,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Swiss Competence Center for Energy Research – Supply of Electricity; Université de Lausanne; Kommission für Technologie und Innovation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Poromechanics; Materials science; Fracture (geology); Porous medium; Mechanics; Low frequency; Porosity; Diffusion; Stiffening; Optics; Mineralogy; Geology; Composite material; Physics; Thermodynamics","score_opus":0.009284496682562529,"score_gpt":0.2183698082475684,"score_spread":0.20908531156500587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530574293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6823378,0.0013576882,0.17628706,0.13764746,0.00062459806,0.0004489637,0.000051166484,0.000044585784,0.0012006868],"genre_scores_gemma":[0.98946,0.00025773534,0.0012887449,0.008756748,0.00010812749,1.2919732e-7,1.6235985e-7,0.0000034755337,0.00012487073],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987371,0.00034304496,0.00022426009,0.00007276368,0.00046242223,0.00016038894],"domain_scores_gemma":[0.9968272,0.002349469,0.00041034495,0.00028040184,0.00008686003,0.000045739675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006731844,0.0001038111,0.00022219228,0.0000131209745,0.00017761516,0.0000080349055,0.0005849113,0.000059489976,0.00017109528],"category_scores_gemma":[0.00038569001,0.000032394193,0.00027457977,0.00015508968,0.000575703,0.00006854399,0.000041595344,0.0003004457,0.000004511923],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005635266,0.00019770784,0.0024698551,0.000089356545,0.0002541647,0.0000011200598,0.0014827731,0.004367637,0.21000847,0.0000024818592,0.50751,0.27305293],"study_design_scores_gemma":[0.0014513311,0.005218715,0.05257944,0.001794738,0.0010566494,0.00013535899,0.0020288932,0.28708377,0.50553554,0.012068725,0.13056774,0.00047906433],"about_ca_topic_score_codex":0.00037482372,"about_ca_topic_score_gemma":3.1844078e-7,"teacher_disagreement_score":0.37694225,"about_ca_system_score_codex":0.00000871148,"about_ca_system_score_gemma":0.000039184037,"threshold_uncertainty_score":0.21212016},"labels":[],"label_agreement":null},{"id":"W2535206707","doi":"10.1190/int-2016-0049.1","title":"Structurally constrained impedance inversion","year":2016,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); A priori and a posteriori; Algorithm; Geology; Electrical impedance; Synthetic data; Computer science; Seismology; Physics","score_opus":0.007014357700462661,"score_gpt":0.21221282928049331,"score_spread":0.20519847158003066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535206707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9487958,0.0000644856,0.031011876,0.0024339026,0.0004959334,0.000096533666,0.000031936994,0.00024243965,0.016827079],"genre_scores_gemma":[0.9967466,0.00001724558,0.0013640401,0.0014447989,0.000028236438,3.300407e-7,0.000013854307,0.0000014961521,0.0003833816],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952036,0.00003189114,0.00010562645,0.00012908623,0.00010469734,0.00010832665],"domain_scores_gemma":[0.99970645,0.000085145904,0.000049150887,0.000085072716,0.000034497993,0.000039686318],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008343125,0.00006153054,0.00005709613,0.000054501834,0.000043640266,0.00002022879,0.000100354955,0.000029487772,0.0016390004],"category_scores_gemma":[0.00006501063,0.000037246777,0.000029762612,0.000053576823,0.000078046105,0.00031223457,0.00000422913,0.000033094348,0.00030532837],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028337525,9.859803e-7,0.0190447,0.0000030657477,0.000003817101,0.0000018086142,0.0001728741,0.000007447133,0.0028633375,0.00008474811,0.0047565703,0.9730323],"study_design_scores_gemma":[0.0020921163,0.00083178753,0.20053765,0.00073063147,0.000043998276,0.00011405413,0.0009112087,0.5298858,0.15174583,0.05777103,0.054334283,0.0010015784],"about_ca_topic_score_codex":0.00034694688,"about_ca_topic_score_gemma":0.000013475526,"teacher_disagreement_score":0.97203076,"about_ca_system_score_codex":0.0000062551258,"about_ca_system_score_gemma":0.000018033777,"threshold_uncertainty_score":0.99927366},"labels":[],"label_agreement":null},{"id":"W2537614686","doi":"10.1071/aseg2016ab245","title":"Passive seismic surveying for depth to base of paleochannel mapping at Lake Wells, Western Australia","year":2016,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geophone; Palaeochannel; Geology; Seismometer; Bedrock; Seismology; Passive seismic; Microtremor; Hydrogeology; Geomorphology; Structural basin; Geotechnical engineering","score_opus":0.04844086320951902,"score_gpt":0.26394284866833784,"score_spread":0.21550198545881882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537614686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923735,0.000042403877,0.0027719245,0.002338083,0.00043490142,0.00042334784,0.00070433214,0.00012505957,0.0007864108],"genre_scores_gemma":[0.993907,0.000020316274,0.00196901,0.0012299818,0.00008292876,0.0000061805245,0.00012033216,0.0000090548365,0.0026552277],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99846977,0.000055442906,0.00037897768,0.00038754323,0.00024084073,0.00046739684],"domain_scores_gemma":[0.9988046,0.00037731446,0.0002087043,0.00028276962,0.000094760646,0.00023181681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047683605,0.00019869796,0.00024757077,0.00016452653,0.00012751337,0.00002793218,0.0002584972,0.00009233989,0.0005455717],"category_scores_gemma":[0.00015620945,0.00014436527,0.000106006366,0.00013019513,0.00007173203,0.000244201,0.000020003243,0.00007877104,0.00038812356],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021584515,0.000071926705,0.08091419,0.00013704796,0.00006181886,0.000064466265,0.000378916,0.00085762586,0.0033176034,0.000012409636,0.05857147,0.8553967],"study_design_scores_gemma":[0.0005441885,0.00017852725,0.87824035,0.00023888527,0.000015025917,0.000020561367,0.00011256783,0.00041897153,0.08316057,0.0005312735,0.03623211,0.00030696197],"about_ca_topic_score_codex":0.0015910723,"about_ca_topic_score_gemma":0.0013728387,"teacher_disagreement_score":0.8550897,"about_ca_system_score_codex":0.000012391202,"about_ca_system_score_gemma":0.000040087263,"threshold_uncertainty_score":0.5973627},"labels":[],"label_agreement":null},{"id":"W2541429492","doi":"10.1190/int-2016-0041.1","title":"Application of bi-Gaussian S-transform in high-resolution seismic time-frequency analysis","year":2016,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Yangtze University; University of Southern California","keywords":"S transform; Gaussian; Constant Q transform; Seismic trace; Short-time Fourier transform; Time–frequency analysis; Resolution (logic); Fourier transform; Wavelet transform; Algorithm; Instantaneous phase; Wavelet; Computer science; Mathematics; Discrete wavelet transform; Physics; Fourier analysis; Mathematical analysis; Artificial intelligence; Telecommunications","score_opus":0.0043853999131118196,"score_gpt":0.20950955671627036,"score_spread":0.20512415680315854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541429492","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34747118,0.00010519398,0.64657503,0.001546155,0.00007291418,0.00019439076,0.000062019404,0.00014139895,0.0038317416],"genre_scores_gemma":[0.99782485,0.000024692452,0.0017733165,0.00018172494,0.000011561572,0.0000031787542,0.000094254145,0.0000027138676,0.000083726445],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992551,0.000052324263,0.00026156043,0.0001728636,0.00013879729,0.00011935117],"domain_scores_gemma":[0.9996154,0.00006774989,0.00010596086,0.00014377985,0.00003822193,0.000028905675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022579794,0.000073902855,0.00013628788,0.00041088977,0.000023466318,0.000008997997,0.00012220202,0.000053693337,0.00028361584],"category_scores_gemma":[0.000023582372,0.000052583167,0.00006295758,0.0004922146,0.00005576917,0.00030704917,0.0000026103996,0.000042692856,0.00016680593],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065990636,0.00002012471,0.18911196,0.000014680934,0.000053213218,8.437233e-7,0.00047721656,0.002236562,0.0038945016,0.00021234635,0.0002754378,0.80363715],"study_design_scores_gemma":[0.00022678803,0.00008861914,0.19793636,0.000059161757,0.000065518725,0.000001133088,0.00003057794,0.78293616,0.008628009,0.009548926,0.00035537765,0.00012338646],"about_ca_topic_score_codex":0.010506885,"about_ca_topic_score_gemma":0.00035435893,"teacher_disagreement_score":0.8035137,"about_ca_system_score_codex":0.000018950599,"about_ca_system_score_gemma":0.000017901673,"threshold_uncertainty_score":0.99608225},"labels":[],"label_agreement":null},{"id":"W2541495193","doi":"","title":"The Analysis of Stress Tensor Determined From Seismic Moment Tensor Solutions At Goldex Mine, Quebec","year":2011,"lang":"en","type":"article","venue":"45th U.S. Rock Mechanics / Geomechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tensor (intrinsic definition); Moment (physics); Stress (linguistics); Geology; Moment tensor; Cauchy stress tensor; Mathematics; Mathematical analysis; Geometry; Physics; Deformation (meteorology); Classical mechanics; Philosophy","score_opus":0.018388074044805542,"score_gpt":0.20010996650612803,"score_spread":0.18172189246132248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541495193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60998094,0.0032873363,0.3606732,0.0036416792,0.0056023053,0.002793083,0.00885404,0.0014565294,0.0037108883],"genre_scores_gemma":[0.9933761,0.00077481533,0.0010484812,0.0007553923,0.00009020959,0.000022612681,0.0007205217,0.00003044619,0.0031814182],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962796,0.00021438183,0.0009138378,0.00083005236,0.00076395203,0.0009981954],"domain_scores_gemma":[0.99720156,0.00030792263,0.00061176583,0.001241442,0.00031350664,0.0003238278],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006595461,0.0005107871,0.0007254059,0.00055725285,0.0008977697,0.0000909566,0.0011960733,0.0002875286,0.0013124194],"category_scores_gemma":[0.000060751256,0.00039175895,0.0005192251,0.0011754084,0.000038183778,0.00027389626,0.00025165087,0.0003265079,0.0001908824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059008277,0.004276277,0.08426577,0.00087270385,0.030769872,0.00062465685,0.027545419,0.3693029,0.15176515,0.039897144,0.15023904,0.13454026],"study_design_scores_gemma":[0.00039960598,0.0002486472,0.0008778681,0.000047490164,0.0012004859,0.000008850792,0.00065290194,0.9601877,0.024388386,0.0037276312,0.007697704,0.000562772],"about_ca_topic_score_codex":0.07146528,"about_ca_topic_score_gemma":0.018655106,"teacher_disagreement_score":0.59088475,"about_ca_system_score_codex":0.00010042798,"about_ca_system_score_gemma":0.00014417384,"threshold_uncertainty_score":0.99985343},"labels":[],"label_agreement":null},{"id":"W2542512997","doi":"10.1111/1755-6724.12889","title":"Mapping the Dyke Swarms Emplaced within the Different Archean Cratons of the Indian Shield Using Google™ Earth Images and ArcGIS™ Techniques","year":2016,"lang":"en","type":"article","venue":"Acta Geologica Sinica - English Edition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Hinduism; Craton; Archean; Geology; Archaeology; Library science; Geography; Geochemistry; Seismology; Tectonics; Theology; Philosophy","score_opus":0.027435633635699456,"score_gpt":0.22227556980767468,"score_spread":0.19483993617197523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542512997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853012,0.00009570884,0.0003646661,0.010939194,0.0005820682,0.00041606725,0.00009173441,0.00018304479,0.0020263256],"genre_scores_gemma":[0.99740106,0.00015195402,0.0005779195,0.00141182,0.0003399643,0.000006522543,0.000015829592,0.000004994307,0.00008990828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841857,0.00040958085,0.00032695316,0.0002896643,0.00027638956,0.0002788382],"domain_scores_gemma":[0.9980239,0.0010758387,0.00029644283,0.00046051518,0.00008296849,0.00006031369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090454455,0.00018495183,0.00019803942,0.000072132825,0.0005418828,0.00007534149,0.0005369076,0.00013227916,0.00021939521],"category_scores_gemma":[0.0008292059,0.0000682174,0.000092008726,0.00020018619,0.001087504,0.00026444028,0.00010485715,0.00035937093,0.0000023669031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000343223,0.0002876076,0.5712543,0.00015801168,0.00028313653,0.000021489628,0.027069723,0.000045780424,0.04788791,0.00098199,0.11194727,0.23971955],"study_design_scores_gemma":[0.00083766633,0.0007834217,0.6788702,0.00087790476,0.00012019822,0.00010345471,0.012495283,0.00179612,0.23693544,0.024823822,0.041483413,0.0008730841],"about_ca_topic_score_codex":0.0006647719,"about_ca_topic_score_gemma":0.000085581334,"teacher_disagreement_score":0.23884647,"about_ca_system_score_codex":0.0000071945824,"about_ca_system_score_gemma":0.000044030083,"threshold_uncertainty_score":0.41677794},"labels":[],"label_agreement":null},{"id":"W2543619528","doi":"10.1088/1742-2132/13/6/953","title":"Elastic-wave reverse-time migration based on decoupled elastic-wave equations and inner-product imaging condition","year":2016,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China; National Science Foundation","keywords":"Seismic migration; Perpendicular; Wave vector; Displacement (psychology); Scalar (mathematics); Reflection (computer programming); Wave equation; Mathematical analysis; Wave propagation; Amplitude; P wave; Physics; Acoustics; Optics; Geology; Mathematics; Geometry; Computer science; Geophysics","score_opus":0.00820833153471172,"score_gpt":0.18003902985827797,"score_spread":0.17183069832356623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543619528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87568676,0.00021914556,0.121063486,0.0022459952,0.00044867818,0.00008438162,0.000033460456,0.000049376235,0.00016871869],"genre_scores_gemma":[0.9967122,0.0000724649,0.0027697114,0.00020197652,0.00019079102,2.908049e-7,0.000009549559,0.000004856462,0.000038137718],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993907,0.000015236486,0.00019324894,0.00011140922,0.00015762416,0.000131743],"domain_scores_gemma":[0.99937105,0.00024956546,0.00014968781,0.00006900669,0.00007976334,0.0000809273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021001106,0.00010401059,0.00013584246,0.00015305984,0.00007777269,0.00005064716,0.000033529024,0.000021153344,0.000066573026],"category_scores_gemma":[0.00017378891,0.00007371114,0.000036067842,0.0000890576,0.000032376698,0.00034409325,0.000004726883,0.00010322914,0.00000914698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003594556,0.0001463163,0.02908404,0.0002781713,0.00021279343,0.00019852635,0.0007407801,0.060885634,0.198917,0.0010618541,0.018590821,0.6895246],"study_design_scores_gemma":[0.00045242519,0.0001702557,0.026379734,0.00029707386,0.000039297476,0.000043648954,0.000024537358,0.9672016,0.002885891,0.0007911355,0.0015488997,0.00016553649],"about_ca_topic_score_codex":0.00006805339,"about_ca_topic_score_gemma":0.0000016420971,"teacher_disagreement_score":0.9063159,"about_ca_system_score_codex":0.000009832486,"about_ca_system_score_gemma":0.000024263078,"threshold_uncertainty_score":0.3005853},"labels":[],"label_agreement":null},{"id":"W2544721651","doi":"10.1190/geo2015-0575.1","title":"Modeling anisotropic static elastic properties of soft mudrocks with different clay fractions","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; University of Calgary","funders":"University of Calgary","keywords":"Anisotropy; Transverse isotropy; Elastic modulus; Clay minerals; Isotropy; Porosity; Materials science; Geotechnical engineering; Composite material; Geology; Deformation (meteorology); Mineralogy","score_opus":0.016066710735878828,"score_gpt":0.19121697101288654,"score_spread":0.1751502602770077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544721651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91288054,0.000052248917,0.08639685,0.00020546472,0.0000726067,0.0000711969,0.000017296155,0.0000722325,0.0002315441],"genre_scores_gemma":[0.9990249,0.00002889252,0.0005028689,0.00016034541,0.000036848753,0.0000014961794,0.0000059502445,0.000003799421,0.00023486938],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993846,0.000021705233,0.00012418935,0.00013550732,0.00017002466,0.00016398427],"domain_scores_gemma":[0.9996705,0.00003903761,0.000049510574,0.00014573906,0.000051547802,0.000043657386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025419387,0.000096015414,0.00012591643,0.000038755716,0.000087189845,0.000013653699,0.00009796766,0.000022701515,0.00012571903],"category_scores_gemma":[0.000012127145,0.00004854307,0.000029964245,0.00006846215,0.00007501585,0.00018126842,0.000007335457,0.00006118718,0.0000500826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058453693,0.00045850745,0.2019466,0.00054193113,0.000308382,0.000017651775,0.002708627,0.0723574,0.037686907,0.00061206025,0.00316673,0.67961067],"study_design_scores_gemma":[0.00084648206,0.00088670076,0.013712074,0.00065206556,0.00009998303,0.000011333224,0.00047957007,0.93500465,0.037429225,0.009464599,0.0008914996,0.00052181387],"about_ca_topic_score_codex":0.0013915338,"about_ca_topic_score_gemma":0.000025141078,"teacher_disagreement_score":0.86264724,"about_ca_system_score_codex":0.000004670668,"about_ca_system_score_gemma":0.000034315206,"threshold_uncertainty_score":0.21035922},"labels":[],"label_agreement":null},{"id":"W2547540446","doi":"","title":"Priddis 3D seismic survey and development of a training centre","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geophone; Seismic survey; Geology; Seismology; Geophysical survey; Survey research; Reflection (computer programming); Shot (pellet); Geophysics","score_opus":0.051515189041073425,"score_gpt":0.21538239228354217,"score_spread":0.16386720324246873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547540446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98789966,0.000096039556,0.0034645337,0.000090105306,0.000044457163,0.000050097122,0.000013815338,0.000063607855,0.00827771],"genre_scores_gemma":[0.97413504,0.000031312342,0.024742113,0.0004568976,0.0000055449445,7.898153e-8,0.00004121836,0.0000011962435,0.00058660074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995033,0.000032961092,0.0001289889,0.00011011928,0.00010160637,0.00012303382],"domain_scores_gemma":[0.99977756,0.000060819868,0.000032677235,0.000056343513,0.000021037127,0.00005154236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002321129,0.000057995952,0.0000952494,0.00004693339,0.000094626776,0.0000051835354,0.00006050098,0.000022453885,0.0007371208],"category_scores_gemma":[0.000020349786,0.000045121393,0.000009527346,0.00006766342,0.000070161055,0.00006741056,0.00000626559,0.000039857834,0.00002629672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009070291,0.000005895235,0.6933231,0.000007666322,0.000007459985,0.000003103002,0.003158648,0.000016820368,0.000010894164,0.0000023368011,0.005736345,0.29771867],"study_design_scores_gemma":[0.00020303219,0.00003042789,0.92985106,0.000017051267,0.0000017858092,0.00003508633,0.00083816674,0.025510168,0.0032938884,0.000038195107,0.04001737,0.00016375599],"about_ca_topic_score_codex":0.0030832884,"about_ca_topic_score_gemma":0.00016542726,"teacher_disagreement_score":0.2975549,"about_ca_system_score_codex":0.0000013378607,"about_ca_system_score_gemma":0.00007468223,"threshold_uncertainty_score":0.8070956},"labels":[],"label_agreement":null},{"id":"W2547570209","doi":"","title":"Multicomponent seismic surveys at Sibbald Flats, Alberta","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dynamite; Geology; Seismic survey; Shot (pellet); Seismology; Line (geometry); Geography; Archaeology","score_opus":0.015335365081956162,"score_gpt":0.206423198189723,"score_spread":0.19108783310776684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547570209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54917115,0.0003150482,0.005077687,0.0014444073,0.00070715375,0.00022071786,0.000020360736,0.0003318018,0.44271168],"genre_scores_gemma":[0.9679949,0.000038549315,0.0020591076,0.0033983064,0.000018551313,5.0700004e-7,0.000064313805,0.0000038122853,0.026421921],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885535,0.0002563954,0.0001648484,0.0002511148,0.00017628864,0.000295988],"domain_scores_gemma":[0.99937177,0.00020767801,0.00003843875,0.00023174143,0.000020762916,0.00012962942],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058462226,0.0001311636,0.00013082787,0.000064104956,0.00016562223,0.000032655516,0.00015392245,0.000055640638,0.0138086295],"category_scores_gemma":[0.00006666368,0.00010084918,0.000059000802,0.00011325903,0.000062424486,0.00012616388,0.000010344685,0.00009154116,0.0029464862],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001575105,0.000051549534,0.6980047,0.000017938604,0.000032163884,0.0000186061,0.00022628927,0.0011824543,0.00027886374,0.00024086858,0.2244109,0.075519904],"study_design_scores_gemma":[0.0004112638,0.00007494818,0.071624726,0.000013027008,0.000011183364,0.00005865017,0.00009867645,0.16048005,0.019461773,0.0007470762,0.7466027,0.0004158978],"about_ca_topic_score_codex":0.043566898,"about_ca_topic_score_gemma":0.0012134477,"teacher_disagreement_score":0.62637997,"about_ca_system_score_codex":0.000009484184,"about_ca_system_score_gemma":0.000020934747,"threshold_uncertainty_score":0.99782985},"labels":[],"label_agreement":null},{"id":"W2548265674","doi":"","title":"Seismic modeling of fluid substitution in Redwater Reef, Alberta","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Saturation (graph theory); Reef; Amplitude; Devonian; Mineralogy; Seismology; Well control; Petrology; Drilling; Paleontology; Oceanography; Materials science; Optics; Physics","score_opus":0.01520391500639174,"score_gpt":0.21176787842870004,"score_spread":0.1965639634223083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548265674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93424207,0.000101935555,0.007197917,0.0012839083,0.000071123424,0.00006975562,0.000001823198,0.000054053147,0.056977388],"genre_scores_gemma":[0.99649096,0.000040336996,0.0015750211,0.0013174029,0.000013422198,9.89398e-8,0.0000238476,7.667489e-7,0.0005381337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994526,0.00002032369,0.00017104203,0.00012407353,0.000096169206,0.00013577503],"domain_scores_gemma":[0.9998033,0.000016759488,0.000021456239,0.00011334008,0.000016568321,0.000028572433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016602072,0.00005981764,0.0000922852,0.000108199,0.000025774003,0.000009054448,0.00009955181,0.000039809485,0.0005169539],"category_scores_gemma":[0.000015858508,0.000046301688,0.00002618293,0.00012227293,0.000022795486,0.0001811336,0.0000024547141,0.0000598208,0.000055169337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026484494,0.00012292564,0.22088511,0.000044352295,0.000014507476,0.000019265464,0.0013507953,0.5048885,0.003048482,0.0015836859,0.022072963,0.24570458],"study_design_scores_gemma":[0.00009933358,0.000048264315,0.0043095797,0.000021152382,0.0000018092046,0.000004293487,0.000033248354,0.9858563,0.0055729053,0.0027794305,0.001204326,0.00006938027],"about_ca_topic_score_codex":0.025997505,"about_ca_topic_score_gemma":0.00018575907,"teacher_disagreement_score":0.4809678,"about_ca_system_score_codex":0.0000031968486,"about_ca_system_score_gemma":0.000015613472,"threshold_uncertainty_score":0.9804885},"labels":[],"label_agreement":null},{"id":"W2548535835","doi":"10.1088/1742-2132/13/4/481","title":"Numerical simulation of the electrical properties of shale gas reservoir rock based on digital core","year":2016,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Oil shale; Electrical resistivity and conductivity; Geology; Pyrite; Petroleum engineering; Mineralogy; Anisotropy; Geotechnical engineering; Engineering","score_opus":0.013293683786699855,"score_gpt":0.18268236336537583,"score_spread":0.16938867957867598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548535835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949589,0.000068403366,0.004653207,0.00015898877,0.000054480544,0.0000227722,0.0000039270485,0.0000050997505,0.00007424096],"genre_scores_gemma":[0.9998136,0.0000098016435,0.00009081522,0.000027802089,0.000041001764,4.1790955e-8,2.5851764e-7,0.0000017830041,0.000014892806],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995908,0.000005713763,0.00014269534,0.000037400405,0.00015742905,0.00006597067],"domain_scores_gemma":[0.9996964,0.00007938006,0.00009291018,0.000053470692,0.000051200117,0.000026674605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000063212654,0.000045815235,0.000099422934,0.00004040773,0.00001800612,0.000008534968,0.000076178105,0.0000170326,0.000006656442],"category_scores_gemma":[0.00006507913,0.000022017008,0.00004913878,0.00008512954,0.000014670584,0.000119589015,0.000004089462,0.00006419676,5.9157287e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017972206,0.000049882416,0.059664264,0.00007285908,0.000026005517,0.000002479678,0.00009599688,0.86371434,0.012805932,0.000040898412,0.00027618534,0.063071445],"study_design_scores_gemma":[0.00014958266,0.00023870508,0.018835424,0.00020167463,0.0000056806084,0.0000033597812,0.000005670515,0.9675089,0.012524411,0.00020093822,0.0002812593,0.000044360426],"about_ca_topic_score_codex":0.000022865757,"about_ca_topic_score_gemma":4.4765827e-8,"teacher_disagreement_score":0.103794605,"about_ca_system_score_codex":0.0000027382428,"about_ca_system_score_gemma":0.00001752877,"threshold_uncertainty_score":0.08978275},"labels":[],"label_agreement":null},{"id":"W2549458174","doi":"10.1111/1365-2478.12474","title":"Effects of fracture intersections on seismic dispersion: theoretical predictions versus numerical simulations","year":2016,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Curtin University of Technology","keywords":"Anisotropy; Stiffness matrix; Mechanics; Geology; Hydrogeology; Fracture (geology); Matrix (chemical analysis); Porous medium; Seismic anisotropy; Slip (aerodynamics); Poromechanics; Low frequency; Porosity; Stiffness; Geotechnical engineering; Materials science; Physics; Computer science; Telecommunications; Thermodynamics; Optics","score_opus":0.005832273262778259,"score_gpt":0.22006044910480224,"score_spread":0.21422817584202397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549458174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9143747,0.000034520446,0.07312016,0.0036057904,0.0012203903,0.00041143442,0.000067212175,0.00048663962,0.0066791275],"genre_scores_gemma":[0.99892277,0.000004879506,0.0003073602,0.0003738213,0.00027870917,0.0000022243178,0.000009336351,0.000005903319,0.00009502004],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901,0.00006214638,0.00017687396,0.00027784315,0.00023465081,0.00023843482],"domain_scores_gemma":[0.99829185,0.0013145467,0.00007389971,0.00017490708,0.00004552724,0.00009926258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006375935,0.00013399773,0.00016628604,0.00007593104,0.0002475324,0.000018210101,0.00013377753,0.000067912864,0.0006421376],"category_scores_gemma":[0.00033452665,0.000084247455,0.00011731723,0.00023392173,0.00024977402,0.000157437,0.000017366552,0.00022423251,0.00015820419],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004345828,0.0026405202,0.1435852,0.00039958098,0.00078515196,0.000087645385,0.0042032814,0.044975176,0.018783327,0.079768725,0.031496204,0.66892934],"study_design_scores_gemma":[0.0041925185,0.0043109017,0.1745458,0.00076132343,0.00024173752,0.000019626576,0.00045673444,0.6668098,0.07961596,0.05882289,0.00921456,0.0010081509],"about_ca_topic_score_codex":0.0003549795,"about_ca_topic_score_gemma":0.0000024087162,"teacher_disagreement_score":0.6679212,"about_ca_system_score_codex":0.000018889512,"about_ca_system_score_gemma":0.000018898105,"threshold_uncertainty_score":0.7030956},"labels":[],"label_agreement":null},{"id":"W2550429830","doi":"","title":"n-th root entropy functions for blind deconvolution","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics; Deconvolution; Entropy (arrow of time); Logarithm; Blind deconvolution; Amplitude; Wavelet; Applied mathematics; Algorithm; Mathematical analysis; Computer science; Artificial intelligence; Physics; Optics","score_opus":0.014268656283458235,"score_gpt":0.22749444404059285,"score_spread":0.2132257877571346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550429830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82912844,0.00006886376,0.09686628,0.0034476235,0.0027794035,0.0004196494,0.000088198416,0.00056796655,0.06663355],"genre_scores_gemma":[0.9827797,0.0000034403897,0.010114088,0.0009252717,0.00017284825,0.0000022183447,0.000120567536,0.0000017170761,0.005880152],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995686,0.0000075207718,0.00008335334,0.00012731753,0.00006625715,0.00014696187],"domain_scores_gemma":[0.9997115,0.00005949139,0.000023480434,0.000109132845,0.000035830384,0.00006054264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001474453,0.000054614724,0.00005234433,0.000059640133,0.00015855506,0.00003407914,0.0000825047,0.000045837613,0.0057906075],"category_scores_gemma":[0.00003854344,0.00004234741,0.0000430178,0.00006441829,0.000042477433,0.0001449136,0.000002668345,0.000091854694,0.00041291412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000875275,0.000028454751,0.19785056,0.000008698609,0.000014624712,6.799953e-7,0.00004690508,0.000040776868,0.0017462603,0.0023057724,0.5689235,0.22894628],"study_design_scores_gemma":[0.00042719406,0.00012076486,0.031606525,0.0000023100356,0.000012368351,0.000011560557,0.0000740641,0.07896301,0.00608696,0.0043889005,0.87816715,0.00013918083],"about_ca_topic_score_codex":0.0014965963,"about_ca_topic_score_gemma":0.00071819744,"teacher_disagreement_score":0.30924368,"about_ca_system_score_codex":0.0000012565408,"about_ca_system_score_gemma":0.00002411265,"threshold_uncertainty_score":0.99511826},"labels":[],"label_agreement":null},{"id":"W2550768819","doi":"10.2118/183378-ms","title":"Deriving 3D Model of Reservoir Geomechanical Properties Through an Integrated Geostatistical and Basin Modeling Approach - An Example from a Mature Field in Saskatchewan, Western Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Structural basin; Petroleum engineering; Petrophysics; Hydraulic fracturing; Reservoir modeling; Petrology; Porosity; Geotechnical engineering; Geomorphology","score_opus":0.052494601894669,"score_gpt":0.2201544443050586,"score_spread":0.1676598424103896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550768819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67810655,0.00003801833,0.3212152,0.0003045819,0.000019298448,0.00007826485,0.00007462904,0.00003896938,0.00012449987],"genre_scores_gemma":[0.91253424,0.000020140118,0.08619706,0.0010578362,0.000013669665,0.0000015197525,0.00006503208,0.0000047056556,0.00010576575],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885803,0.000101792655,0.00025493855,0.00034563683,0.0002011198,0.00023847968],"domain_scores_gemma":[0.9995004,0.00009823318,0.000036568075,0.00022145626,0.000043360673,0.00009996641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021989249,0.0001364737,0.00022488998,0.00003888995,0.000056009318,0.000036668698,0.00019753394,0.00010241864,0.00013610363],"category_scores_gemma":[0.000039502243,0.00008076802,0.00001248058,0.00007052691,0.000046499947,0.00058949715,0.000026770758,0.00015822466,4.804604e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029834954,0.00058585015,0.2517606,0.00039639196,0.0001561908,0.00009135969,0.032440875,0.11577237,0.014383844,0.0006383548,0.009930058,0.5708606],"study_design_scores_gemma":[0.00021351935,0.000086676846,0.00032233846,0.00007923627,0.0000053216295,0.0000034916543,0.004568684,0.9908955,0.002174769,0.0014256726,0.00007335996,0.00015142403],"about_ca_topic_score_codex":0.98925453,"about_ca_topic_score_gemma":0.8879488,"teacher_disagreement_score":0.87512314,"about_ca_system_score_codex":0.000011957259,"about_ca_system_score_gemma":0.00024847503,"threshold_uncertainty_score":0.32936242},"labels":[],"label_agreement":null},{"id":"W2550775784","doi":"10.1190/geo2016-0022.1","title":"Applications of high-resolution time-frequency transforms to attenuation estimation","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Attenuation; Anelastic attenuation factor; Centroid; Fourier transform; Wavelet; Reflection (computer programming); Geology; Frequency domain; Acoustics; Wavelet transform; Mathematics; Optics; Computer science; Physics; Mathematical analysis; Geometry; Artificial intelligence","score_opus":0.0065027824292688465,"score_gpt":0.20227827873187118,"score_spread":0.19577549630260233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550775784","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18686187,0.00002137133,0.80765873,0.0020177576,0.000071978146,0.00033640137,0.00013998164,0.00013652221,0.0027553986],"genre_scores_gemma":[0.9840599,0.000009981407,0.0152110625,0.0002567362,0.000048014044,0.0000065354757,0.00009990074,0.0000023014156,0.00030560594],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99947596,0.00001451035,0.00013307486,0.00012178004,0.00014500596,0.000109649714],"domain_scores_gemma":[0.9996601,0.00004057647,0.000052827345,0.00014637927,0.0000587646,0.000041362113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009671615,0.000059646256,0.00007736584,0.00006086073,0.000059492068,0.0000073881347,0.0001017741,0.000028963806,0.0002514035],"category_scores_gemma":[0.000012148378,0.000041106803,0.000028109509,0.00020133611,0.00003752548,0.00022172811,0.0000028765844,0.00002477138,0.0009664475],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006525525,0.000009809527,0.00092351565,0.000007070975,0.0000034211964,6.9510065e-8,0.00006137419,0.00019407111,0.003218543,0.00092196814,0.0015328651,0.9931208],"study_design_scores_gemma":[0.0011903514,0.0008562095,0.2056436,0.0002703373,0.0000943098,0.0000072161442,0.00008645137,0.09352482,0.11836468,0.55485827,0.02417578,0.000928004],"about_ca_topic_score_codex":0.0018767256,"about_ca_topic_score_gemma":0.000008766745,"teacher_disagreement_score":0.99219275,"about_ca_system_score_codex":0.0000067433766,"about_ca_system_score_gemma":0.000021533622,"threshold_uncertainty_score":0.9998114},"labels":[],"label_agreement":null},{"id":"W2551118659","doi":"10.1190/geo2016-0155.1","title":"Seismic characterization of heavy oil reservoir during thermal production: A case study","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cenovus Energy (Canada)","funders":"Cenovus Energy","keywords":"Steam injection; Petroleum engineering; Thermal; Inversion (geology); Electrical impedance; Geology; Mechanics; Vapor quality; Environmental science; Mineralogy; Thermodynamics; Heat transfer; Seismology; Physics; Heat flux","score_opus":0.014140198404617872,"score_gpt":0.21117684891904615,"score_spread":0.19703665051442829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551118659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987914,0.000008208232,0.00004061606,0.00046879172,0.00023094215,0.00008208337,0.000021583719,0.00008747171,0.00026893252],"genre_scores_gemma":[0.9980993,0.000015176579,0.000043767977,0.000068516834,0.00019070288,0.0000017214223,0.000010362456,0.000003522069,0.0015669181],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993254,0.0000583278,0.00014439283,0.00018467539,0.00014781367,0.0001393863],"domain_scores_gemma":[0.9995754,0.000017544286,0.00008466587,0.00023138562,0.00005718927,0.000033827484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001265298,0.000081241684,0.000104216015,0.000046946538,0.000118353266,0.000012281856,0.00009447561,0.000021853226,0.00011914024],"category_scores_gemma":[0.000013420122,0.00005467239,0.000029930336,0.00015542377,0.00005326886,0.0003057087,0.000013436123,0.00005002425,0.000058477068],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021581413,0.0002961687,0.37741402,0.000118912445,0.000060173934,0.00034749054,0.003368155,0.00019071704,0.1195751,0.0000056396425,0.0003975166,0.49801028],"study_design_scores_gemma":[0.0011911071,0.0006854202,0.70024866,0.00019960082,0.00005715923,0.0007173214,0.0022677018,0.0036925233,0.28756997,0.00033419085,0.002448928,0.00058740843],"about_ca_topic_score_codex":0.0023916701,"about_ca_topic_score_gemma":0.000014636528,"teacher_disagreement_score":0.49742287,"about_ca_system_score_codex":0.0000040401155,"about_ca_system_score_gemma":0.000022773509,"threshold_uncertainty_score":0.36155057},"labels":[],"label_agreement":null},{"id":"W2551983483","doi":"","title":"A Tomographic Model of the Canadian Lithosphere via Two-Station Surface-Wave Analysis","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Lithosphere; Geology; Surface (topology); Remote sensing; Geodesy; Seismology; Meteorology; Geometry; Geography; Mathematics; Tectonics","score_opus":0.013447229308197174,"score_gpt":0.19965264130541466,"score_spread":0.1862054119972175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551983483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709338,0.000121067,0.005243623,0.000564911,0.000097691525,0.00009745917,0.00003311076,0.000055032746,0.022853298],"genre_scores_gemma":[0.99162334,0.000010261729,0.0073371325,0.0007938331,0.000021404863,3.7235574e-7,0.000033439042,0.0000034172012,0.00017682083],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989983,0.00013673076,0.00020138935,0.0001895954,0.00023101726,0.00024299174],"domain_scores_gemma":[0.9993283,0.00008497313,0.00013978677,0.00025823287,0.000079703044,0.00010898623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074690924,0.00010084338,0.00015977818,0.00011553063,0.00025743584,0.000040281346,0.00020485846,0.000054834974,0.00006529322],"category_scores_gemma":[0.00006184399,0.0000730265,0.00013063315,0.00048572916,0.00007907309,0.000093991366,0.000009888532,0.00012096913,0.00001598501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028205195,0.0000027182082,0.8569297,0.000008498343,0.000039172723,2.8607784e-7,0.0002914099,0.13026331,0.00006786948,0.000046053952,0.0016669797,0.010681183],"study_design_scores_gemma":[0.00006569834,0.000014032668,0.04136779,0.000020012561,0.000079694786,7.5789893e-7,0.000057806024,0.9560785,0.0005014832,0.0011852818,0.00052998157,0.00009894152],"about_ca_topic_score_codex":0.89469177,"about_ca_topic_score_gemma":0.8142612,"teacher_disagreement_score":0.8258152,"about_ca_system_score_codex":0.0000087698745,"about_ca_system_score_gemma":0.00006750527,"threshold_uncertainty_score":0.29779342},"labels":[],"label_agreement":null},{"id":"W2552897044","doi":"","title":"Acoustic impedance inversion of vintage seismic data over a proposed CO2 sequestration site in the Lake Wabamun Area, Alberta","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Electrical impedance; Lithology; Acoustic impedance; Inversion (geology); Amplitude; Porosity; Seismology; Well control; Mineralogy; Acoustics; Petrology; Geotechnical engineering; Materials science; Engineering; Drilling; Tectonics","score_opus":0.022593045346958544,"score_gpt":0.24377940968934514,"score_spread":0.2211863643423866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552897044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98149246,0.00006909296,0.0015048624,0.0026738946,0.00008382105,0.0003458986,0.000116292904,0.00006537902,0.013648284],"genre_scores_gemma":[0.99258566,0.00006448215,0.0005839076,0.0054424983,0.000024344383,2.4962932e-7,0.00065488537,0.0000018054358,0.0006421523],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895805,0.000075592274,0.00022922795,0.000259269,0.00025933012,0.00021853705],"domain_scores_gemma":[0.9991732,0.00014964718,0.000093002665,0.0005193772,0.000023131404,0.000041611762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005243009,0.00011717353,0.0001342304,0.00008561446,0.000069361944,0.00004257457,0.0005222886,0.000058947047,0.0006741323],"category_scores_gemma":[0.00007298868,0.00007511085,0.000027805703,0.00024220535,0.00007160915,0.0005292204,0.00001884439,0.00015330224,0.00004271632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039681132,0.0003895912,0.38707495,0.00016419425,0.000035237368,0.00010770807,0.00583048,0.00775259,0.012650895,0.00027453116,0.39084414,0.19447888],"study_design_scores_gemma":[0.00027999873,0.00021846256,0.041398212,0.000056221525,0.000015475349,0.00001272487,0.00027623228,0.9483808,0.0018243705,0.0011196968,0.006276082,0.00014167349],"about_ca_topic_score_codex":0.017100116,"about_ca_topic_score_gemma":0.007405227,"teacher_disagreement_score":0.9406283,"about_ca_system_score_codex":0.000005504402,"about_ca_system_score_gemma":0.000054968627,"threshold_uncertainty_score":0.9894451},"labels":[],"label_agreement":null},{"id":"W2554632793","doi":"","title":"Multi-trace 1D Laterally Constrained Impedance Inversion","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); A priori and a posteriori; Algorithm; Electrical impedance; Fidelity; Synthetic data; Computer science; High fidelity; Inverse problem; Constraint (computer-aided design); Noise (video); Geology; Image (mathematics); Acoustics; Mathematics; Artificial intelligence; Geometry; Engineering; Seismology; Mathematical analysis; Physics; Telecommunications","score_opus":0.015605234591285249,"score_gpt":0.2204550688233185,"score_spread":0.20484983423203326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554632793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90943426,0.00027883568,0.024041822,0.011379819,0.00071652886,0.00026770195,0.00007807,0.0010884784,0.052714493],"genre_scores_gemma":[0.97201735,0.000084879845,0.016985258,0.0027752686,0.000031963806,3.0354295e-7,0.0000064288847,0.0000021505562,0.008096399],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993123,0.00003288602,0.00012094931,0.00019650575,0.00012418798,0.00021318955],"domain_scores_gemma":[0.99961877,0.000078773366,0.000037379647,0.0001429155,0.000029519895,0.00009263277],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015755915,0.00009308093,0.000088007466,0.00005332407,0.00008183268,0.000023807417,0.00016208617,0.000047852274,0.0052856817],"category_scores_gemma":[0.000033875735,0.00005217885,0.000040495346,0.00007146159,0.0001250259,0.000279115,0.000008955182,0.000050460214,0.0011146395],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029846371,0.000015942955,0.16836315,0.000008957371,0.0000104028995,0.00001947267,0.00010586556,0.0000057982807,0.011282386,0.000096773925,0.07408532,0.7459761],"study_design_scores_gemma":[0.0034921959,0.0004980502,0.16775942,0.0002608267,0.000024678055,0.00010243364,0.00043592945,0.13642712,0.13697542,0.002386416,0.550537,0.001100512],"about_ca_topic_score_codex":0.0014385873,"about_ca_topic_score_gemma":0.000050171115,"teacher_disagreement_score":0.74487555,"about_ca_system_score_codex":0.0000038644393,"about_ca_system_score_gemma":0.000027523452,"threshold_uncertainty_score":0.9996631},"labels":[],"label_agreement":null},{"id":"W2555646606","doi":"","title":"Joint Inversion in Hydrogeophysics: A Synthetic Case of Seawater Intrusion","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Joint (building); Geology; Inversion (geology); Paleontology; Engineering","score_opus":0.010272536940658519,"score_gpt":0.19799678016335134,"score_spread":0.18772424322269282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555646606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900192,0.00006578172,0.00015796536,0.0002219219,0.00012976896,0.00008795875,0.0000030157676,0.000062426,0.009251951],"genre_scores_gemma":[0.99769884,0.000023590646,0.0016810158,0.00048555466,0.000049055823,6.266528e-7,0.000012023589,0.0000044837734,0.000044817287],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896497,0.00016171533,0.0002640462,0.0002277626,0.00014801076,0.00023349811],"domain_scores_gemma":[0.99946904,0.000118714896,0.00011661312,0.00020010002,0.000029763123,0.00006579529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077576155,0.00011503942,0.00019429855,0.0001585539,0.00008079211,0.000018096067,0.00012250243,0.000060904324,0.00008453361],"category_scores_gemma":[0.000102716964,0.000093769195,0.00005583703,0.00011993959,0.00007172806,0.00013620385,0.00003186615,0.00013730733,0.00019995161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061123756,0.00006892102,0.5423215,0.00023980344,0.0000148019035,0.0002396554,0.0021565137,0.0018963983,0.0051389295,0.00012211753,0.009187428,0.43855277],"study_design_scores_gemma":[0.0006672758,0.00029411557,0.006829943,0.00069107156,0.000025557336,0.00024363877,0.0009486412,0.9198526,0.057328735,0.0040545063,0.008576501,0.00048739766],"about_ca_topic_score_codex":0.090685494,"about_ca_topic_score_gemma":0.0011656722,"teacher_disagreement_score":0.91795623,"about_ca_system_score_codex":0.0000067288156,"about_ca_system_score_gemma":0.0000124836915,"threshold_uncertainty_score":0.9153697},"labels":[],"label_agreement":null},{"id":"W2555668341","doi":"10.1088/1361-6382/aa6854","title":"Effects of waveform model systematics on the interpretation of GW150914","year":2017,"lang":"en","type":"article","venue":"Classical and Quantum Gravity","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Division of Human Resource Development; Agencia Estatal de Investigación; Australian Research Council; Science and Technology Facilities Council; Istituto Nazionale di Fisica Nucleare; Institut des Origines de Lyon; Ministero dello Sviluppo Economico; Ministry of Education, India; California State University, Fullerton; National Research Foundation of Korea; Royal Society; Ministerio de Economía y Competitividad; Council of Scientific and Industrial Research, India; Centre National de la Recherche Scientifique; Industry Canada; Fundação de Amparo à Pesquisa do Estado de São Paulo; Govern de les Illes Balears; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Research Foundation; European Commission; Russian Foundation for Basic Research; Leverhulme Trust; Scottish Funding Council; Scottish Universities Physics Alliance; Hungarian Scientific Research Fund; Compute Canada; Science and Engineering Research Board; National Science Foundation; Sherman Fairchild Foundation; Kavli Foundation; Research Corporation for Science Advancement","keywords":"Physics; Systematics; Interpretation (philosophy); Waveform; Theoretical physics; Quantum mechanics","score_opus":0.017875375295914986,"score_gpt":0.2358753188980466,"score_spread":0.21799994360213162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555668341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99383014,0.000052654686,0.0028236338,0.0008727135,0.00010277445,0.00013439415,0.000014499043,0.000014054933,0.002155127],"genre_scores_gemma":[0.99961895,0.000021476011,0.00011535643,0.00015821165,0.000010344312,6.980343e-7,0.0000024516585,0.0000011183969,0.00007139455],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995294,0.000035777055,0.00014003587,0.00008690399,0.00013109388,0.00007679734],"domain_scores_gemma":[0.999348,0.00023722192,0.00016076662,0.00019322985,0.000026878424,0.000033929766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023140875,0.00006237703,0.0001565945,0.000021168538,0.00014804924,0.000022061979,0.00016691859,0.0000374804,0.000005877126],"category_scores_gemma":[0.00016944285,0.000032501965,0.000044521978,0.000018087523,0.00028367626,0.00007304482,0.000015105432,0.00008568854,0.0000043424743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009292386,0.0005598115,0.09162582,0.00810484,0.00019889002,0.00001738099,0.004311615,0.0010247147,0.0061828312,0.34576848,0.019701963,0.52157444],"study_design_scores_gemma":[0.0000820917,0.00014276976,0.020296995,0.00021940276,0.000014605093,7.8666324e-7,0.00003751245,0.9393658,0.007269967,0.03248964,0.000035808145,0.00004464823],"about_ca_topic_score_codex":0.00025615387,"about_ca_topic_score_gemma":0.000006160852,"teacher_disagreement_score":0.9383411,"about_ca_system_score_codex":0.000001475403,"about_ca_system_score_gemma":0.000010158517,"threshold_uncertainty_score":0.13253917},"labels":[],"label_agreement":null},{"id":"W2557536600","doi":"10.1190/tle35121053.1","title":"Rapid 4D FWI using a local wave solver","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Research and Development Corporation of Newfoundland and Labrador","keywords":"Solver; Inversion (geology); Computation; Waveform; Computer science; Algorithm; Time domain; Wave equation; Frequency domain; Applied mathematics; Mathematical optimization; Mathematical analysis; Mathematics; Geology; Seismology; Telecommunications","score_opus":0.04970010890201178,"score_gpt":0.23624394335520316,"score_spread":0.1865438344531914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557536600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6533794,0.0018505254,0.2528021,0.013292426,0.0026040939,0.00038454714,0.00004984166,0.00092814653,0.07470893],"genre_scores_gemma":[0.99400043,0.000042164393,0.0011063663,0.002449215,0.00019080348,2.7001266e-7,0.0000025204495,0.0000040785812,0.002204123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993084,0.000061084414,0.000100548255,0.00014761098,0.00012834076,0.00025399824],"domain_scores_gemma":[0.99952966,0.0001614008,0.00003856995,0.00020138656,0.000017084876,0.00005190968],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003634226,0.000088181725,0.000095240146,0.000049141694,0.00022995076,0.00004262137,0.00018734248,0.000040285642,0.001355323],"category_scores_gemma":[0.000029940888,0.00004264912,0.00004935215,0.000096131786,0.00027591953,0.00015399641,0.000014703451,0.00009011782,0.0008137581],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016409616,0.0000039455717,0.0031478452,0.000004289758,0.000010082393,0.0000076999995,0.0003055178,0.000020952182,0.0008021054,0.0001316177,0.05951254,0.936037],"study_design_scores_gemma":[0.000550501,0.00015724258,0.003405769,0.0002459892,0.000046418983,0.0001697502,0.00036304738,0.14516756,0.058284353,0.007047883,0.784032,0.0005294981],"about_ca_topic_score_codex":0.0006921357,"about_ca_topic_score_gemma":0.000010948357,"teacher_disagreement_score":0.9355075,"about_ca_system_score_codex":0.000009954354,"about_ca_system_score_gemma":0.000030709507,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W2557969943","doi":"10.1093/gji/ggw447","title":"Optimized equivalent staggered-grid FD method for elastic wave modelling based on plane wave solutions","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China","keywords":"Grid; Plane wave; Geology; Plane (geometry); Inverse theory; Surface wave; Mathematical analysis; Geometry; Mathematics; Physics; Geodesy; Optics","score_opus":0.05618160951462484,"score_gpt":0.27219854190663967,"score_spread":0.21601693239201483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557969943","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030758993,0.0000175314,0.98646057,0.006564783,0.0012709539,0.00011941858,0.0005201932,0.00006470461,0.0019059696],"genre_scores_gemma":[0.62793654,0.00007787208,0.3643945,0.0033276759,0.002379356,0.000008065365,0.00022127485,0.000015666135,0.001639041],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998492,0.00009210984,0.00030176627,0.000248261,0.0005060627,0.00035979657],"domain_scores_gemma":[0.99840236,0.0009727686,0.0001597843,0.000115370705,0.0001729979,0.00017673279],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004725166,0.00015943206,0.00018489227,0.00017424101,0.00024748917,0.000102981285,0.00023524798,0.000056238867,0.0015852768],"category_scores_gemma":[0.000089036286,0.00010215194,0.00021764926,0.000055350418,0.00006298621,0.00024067545,0.000016183287,0.00022372538,0.00011740516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022858456,0.00037582702,0.00021812259,0.000020047577,0.00029318195,0.000098375116,0.000113550865,0.50793195,0.0013399685,0.0036004668,0.08862146,0.39510122],"study_design_scores_gemma":[0.0010258242,0.00027269716,0.00022537254,0.00010962773,0.000023155671,0.000052428808,0.000016791566,0.9689185,0.0010025772,0.011211525,0.016978621,0.00016290366],"about_ca_topic_score_codex":0.00014068131,"about_ca_topic_score_gemma":0.0000011988686,"teacher_disagreement_score":0.62486064,"about_ca_system_score_codex":0.000042547385,"about_ca_system_score_gemma":0.000082378894,"threshold_uncertainty_score":0.9993274},"labels":[],"label_agreement":null},{"id":"W2558225610","doi":"","title":"3D structural effects in the 3C-2D Stolberg seismic profiles","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foothills; Geology; Anisotropy; Seismology; Seismic survey; Transverse plane; Stack (abstract data type); Line (geometry); Physics; Structural engineering; Engineering; Geometry; Geography; Computer science; Optics; Cartography","score_opus":0.006494555991658833,"score_gpt":0.20485741341994987,"score_spread":0.19836285742829105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558225610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9113701,0.00019559354,0.000047145142,0.0012728676,0.000109829096,0.0002100939,0.000006321188,0.00012126986,0.08666681],"genre_scores_gemma":[0.9878096,0.000020307682,0.0013004937,0.008150195,0.000050143804,0.000001681679,0.000029757155,0.0000018789984,0.0026359418],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99921995,0.0001136004,0.000110704554,0.00016138976,0.00017042444,0.0002239231],"domain_scores_gemma":[0.9996399,0.0001375176,0.0000175127,0.00016538634,0.0000067028086,0.000032930613],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020303557,0.00009906923,0.000093061746,0.000052849093,0.000105514366,0.00005205155,0.00026553028,0.00003941023,0.008030523],"category_scores_gemma":[0.0000119092665,0.00005458305,0.000031501644,0.0001712795,0.00006766953,0.00016864255,0.0000034533418,0.00014626002,0.00049262244],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002256231,0.000007511593,0.08394533,0.000018646664,0.0000047754506,0.000027134858,0.0006802447,0.0006938956,0.000010939272,0.0000625792,0.05789445,0.85663193],"study_design_scores_gemma":[0.0005738427,0.00026179993,0.4202002,0.00005366763,0.000014799464,0.00012278433,0.0005587905,0.40912998,0.0025407332,0.006430074,0.15966903,0.00044430754],"about_ca_topic_score_codex":0.010507287,"about_ca_topic_score_gemma":0.000113272145,"teacher_disagreement_score":0.85618764,"about_ca_system_score_codex":0.0000026525322,"about_ca_system_score_gemma":0.000016128173,"threshold_uncertainty_score":0.9960818},"labels":[],"label_agreement":null},{"id":"W2559209414","doi":"10.1190/tle35121024.1","title":"Introduction to this special section: Full-waveform inversion Part I","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Inversion (geology); Geology; Special section; Upstream (networking); Computer science; Seismology; Remote sensing; Geophysics; Engineering; Telecommunications; Engineering physics","score_opus":0.017974641347418087,"score_gpt":0.21331027029572766,"score_spread":0.19533562894830958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559209414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48856914,0.00009846469,0.003164894,0.21660888,0.035848267,0.0005678106,0.00003447781,0.0009970219,0.25411105],"genre_scores_gemma":[0.72538084,0.0001989001,0.00095337926,0.01312696,0.11855242,0.000004535475,0.000049747363,0.000016847192,0.14171638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926525,0.000048035916,0.00011143432,0.00019912462,0.00016684909,0.00020931015],"domain_scores_gemma":[0.99958354,0.00006262603,0.000039219896,0.0002187198,0.000026527347,0.00006933565],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004161761,0.000087033055,0.000084460546,0.000081091675,0.00026513354,0.000037223752,0.00018151007,0.0000441184,0.011188605],"category_scores_gemma":[0.000063337284,0.000045219695,0.000036425496,0.0001846441,0.00007549856,0.00022451988,0.000016373628,0.000102317455,0.010390474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029182705,0.0000021331302,0.00066454476,0.0000015707571,0.000002987173,6.4827924e-7,0.00020134036,0.0000064857986,0.00048022417,0.000030847845,0.81111604,0.18746401],"study_design_scores_gemma":[0.00007900097,0.00010308404,0.00054574327,0.000019324498,0.0000058107153,0.000018774846,0.00006266971,0.00026503237,0.006898156,0.00027877832,0.9916294,0.00009418216],"about_ca_topic_score_codex":0.00023908165,"about_ca_topic_score_gemma":0.000043510867,"teacher_disagreement_score":0.2368117,"about_ca_system_score_codex":0.000023439468,"about_ca_system_score_gemma":0.000015442592,"threshold_uncertainty_score":0.99038005},"labels":[],"label_agreement":null},{"id":"W2559951430","doi":"10.37099/mtu.dc.etdr/223","title":"RESERVOIR ESTIMATION IN THE PENOBSCOT 3D SEISMIC VOLUME USING CONSTRAINED SPARSE SPIKE INVERSION, OFFSHORE NOVA SCOTIA, CANADA","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Porosity; Submarine pipeline; Geology; Nova scotia; Electrical impedance; Inversion (geology); Petrology; Fault (geology); Mineralogy; Seismology; Geotechnical engineering; Engineering; Oceanography; Tectonics","score_opus":0.02046303002213763,"score_gpt":0.23908356223397223,"score_spread":0.2186205322118346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559951430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9368887,0.0002921911,0.00075593765,0.002713361,0.00196958,0.0007831705,0.00026839515,0.00012726725,0.056201376],"genre_scores_gemma":[0.98563933,0.000025933137,0.0024497546,0.0034197175,0.00008608237,9.752097e-7,0.0022485703,0.000012409912,0.006117242],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977798,0.00017400956,0.00047889803,0.0004537337,0.00067115156,0.0004424419],"domain_scores_gemma":[0.99891824,0.00019313037,0.00026433892,0.00040044566,0.00012471768,0.00009914377],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057164073,0.0003379768,0.00033019096,0.00027612364,0.000221393,0.00010761961,0.0006139177,0.00022972649,0.005024425],"category_scores_gemma":[0.00017024834,0.00022250104,0.000070407696,0.00037280007,0.00011367765,0.0003272434,0.000010936821,0.00041291848,0.00017610022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024288459,0.000049031485,0.14139025,0.00038035205,0.000070075475,0.00022846168,0.0017409963,0.006807189,0.00011520593,0.000054756518,0.7497921,0.09912869],"study_design_scores_gemma":[0.0005107388,0.00010880741,0.03598972,0.001044502,0.000088999106,0.00005950927,0.0061108842,0.9309925,0.00088010536,0.00064488035,0.022627305,0.00094205036],"about_ca_topic_score_codex":0.9681058,"about_ca_topic_score_gemma":0.91006327,"teacher_disagreement_score":0.92418534,"about_ca_system_score_codex":0.0000758561,"about_ca_system_score_gemma":0.0014684511,"threshold_uncertainty_score":0.99588513},"labels":[],"label_agreement":null},{"id":"W2559957580","doi":"10.1016/j.jappgeo.2016.12.003","title":"Petrophysical approach for S-wave velocity prediction based on brittleness index and total organic carbon of shale gas reservoir: A case study from Horn River Basin, Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Korea Institute of Energy Technology Evaluation and Planning; Ministry of Trade, Industry and Energy","keywords":"Petrophysics; Geology; Oil shale; Shale gas; French horn; Total organic carbon; Porosity; Index (typography); Petroleum engineering; Structural basin; Drainage basin; Hydrology (agriculture); Petrology; Geotechnical engineering; Soil science; Geomorphology; Paleontology","score_opus":0.011002794833874672,"score_gpt":0.1837473189828334,"score_spread":0.17274452414895872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559957580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608374,0.000010119279,0.0030974008,0.00005702398,0.00011980449,0.00025586874,0.00020297251,0.000011430074,0.00016164148],"genre_scores_gemma":[0.9983926,0.0000041738,0.0012258554,0.00010619601,0.00023981377,0.0000023573205,0.000012798063,0.000006892879,0.000009312698],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989005,0.000045573106,0.00028072446,0.00020356254,0.00040658537,0.0001630658],"domain_scores_gemma":[0.99909455,0.00022736115,0.0002555346,0.00016527512,0.00015242999,0.00010485293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020646294,0.00013756655,0.0002970789,0.00006516816,0.00009599015,0.000017372422,0.00010137582,0.000053539767,0.000015880949],"category_scores_gemma":[0.000026072226,0.000095950076,0.000055793862,0.00012849577,0.000091089285,0.00009133515,0.0000137843845,0.0001755904,2.7026883e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011290921,0.0030451952,0.28789914,0.00037765485,0.00096000504,0.0016913948,0.0039590592,0.00845671,0.009948704,0.000049839735,0.009112756,0.6632086],"study_design_scores_gemma":[0.008498051,0.0041269585,0.24035671,0.00017577049,0.0004050778,0.00031910103,0.0053025433,0.71462655,0.022531908,0.002658754,0.00027890006,0.0007196815],"about_ca_topic_score_codex":0.20385863,"about_ca_topic_score_gemma":0.0027977591,"teacher_disagreement_score":0.70616984,"about_ca_system_score_codex":0.000038027865,"about_ca_system_score_gemma":0.00026859902,"threshold_uncertainty_score":0.801443},"labels":[],"label_agreement":null},{"id":"W2561889562","doi":"10.1051/e3sconf/20161206004","title":"Transient Response of a Fluid-Filled, Thick-Walled Spherical Shell Embedded in an Elastic Medium","year":2016,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Mountain Equipment Co-op (Canada)","funders":"","keywords":"Shell (structure); Spherical shell; Transient (computer programming); Mechanics; Plane wave; Spherical wave; Plane (geometry); Constitutive equation; Transient response; Fluid–structure interaction; Transient analysis; Materials science; Physics; Structural engineering; Finite element method; Optics; Geometry; Composite material; Engineering; Computer science; Mathematics","score_opus":0.020434339198203224,"score_gpt":0.2403395653198869,"score_spread":0.21990522612168367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561889562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99161875,0.00015944545,0.000594818,0.0012028395,0.00018261724,0.00012935529,0.000035641235,0.000051188617,0.006025355],"genre_scores_gemma":[0.998506,0.00011536653,0.000980398,0.00017178629,0.000021718917,0.0000014383775,0.000006873681,0.0000027847757,0.00019360677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984318,0.00033860235,0.00041006177,0.0002411982,0.00034742127,0.00023092453],"domain_scores_gemma":[0.99882436,0.0006455623,0.000121444384,0.00020806321,0.00009370054,0.000106849395],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007864484,0.00013481519,0.00032507218,0.00015724963,0.000028748142,0.000013396903,0.00034962,0.000090890666,0.004863189],"category_scores_gemma":[0.00022108608,0.000082226754,0.000062862564,0.0001907477,0.00036258454,0.00019217533,0.000009412555,0.000091034206,0.000032289616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0108025065,0.0004790528,0.6152383,0.00015780302,0.00008629714,0.000068054775,0.0059125954,0.00018621213,0.21830495,0.00080898555,0.009788172,0.13816708],"study_design_scores_gemma":[0.0049598967,0.005141897,0.63963544,0.0010661245,0.0000674703,0.000023571398,0.0048997933,0.043357775,0.26528674,0.004088479,0.030495523,0.0009772965],"about_ca_topic_score_codex":0.0011815934,"about_ca_topic_score_gemma":0.00033059376,"teacher_disagreement_score":0.13718979,"about_ca_system_score_codex":0.0000040614004,"about_ca_system_score_gemma":0.0006916336,"threshold_uncertainty_score":0.9960465},"labels":[],"label_agreement":null},{"id":"W2562181743","doi":"10.1088/1742-2140/aa52dd","title":"A fast algorithm for depth migration by the Gaussian beam summation method","year":2016,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Jilin University; National Natural Science Foundation of China","keywords":"Algorithm; Interpolation (computer graphics); Gaussian; Dimension (graph theory); Gaussian beam; Mathematics; Lookup table; Descent direction; Computation; Gradient descent; Computer science","score_opus":0.006741903708650741,"score_gpt":0.20525987112694605,"score_spread":0.1985179674182953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562181743","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051693942,0.00023733567,0.94672287,0.001070634,0.00015628354,0.00004413157,0.000017325503,0.000011601448,0.000045860244],"genre_scores_gemma":[0.90155673,0.00032556828,0.097260326,0.00026731723,0.00041876585,0.0000010319944,0.000010278011,0.000005926624,0.00015402962],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968493,0.000007493692,0.00010989718,0.00004200024,0.00007807882,0.00007758543],"domain_scores_gemma":[0.99972796,0.00010033349,0.00007090146,0.00003485893,0.000033885688,0.000032033193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002237405,0.000048770027,0.0000700675,0.000030450306,0.000048097896,0.000030033701,0.000054620585,0.00001709443,0.0000056012523],"category_scores_gemma":[0.000012490099,0.000024691404,0.000035853776,0.000041793213,0.00000889981,0.00019359264,0.0000021201192,0.00004409147,9.5246605e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031003246,0.0000021932656,0.00033824975,0.000004861397,0.000010150172,2.6141984e-7,0.00006194193,0.00020028595,0.00255593,0.000020352885,0.0029580009,0.9938447],"study_design_scores_gemma":[0.00062780286,0.00037992824,0.013668017,0.00015367815,0.000050646056,0.000079266654,0.00020790233,0.8540293,0.0340612,0.0026364329,0.09387734,0.00022849032],"about_ca_topic_score_codex":0.00010940991,"about_ca_topic_score_gemma":0.0000017025094,"teacher_disagreement_score":0.99361616,"about_ca_system_score_codex":0.0000028555162,"about_ca_system_score_gemma":0.0000073655283,"threshold_uncertainty_score":0.10068862},"labels":[],"label_agreement":null},{"id":"W2564243331","doi":"","title":"Should Hydraulic Tomography always rely on the Geostatistics Approach? A Laboratory Sandbox Investigation","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sandbox (software development); Geostatistics; Computer science; Geology; Environmental science; Mathematics; Statistics","score_opus":0.02240874506566926,"score_gpt":0.2081734809283214,"score_spread":0.18576473586265216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564243331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8240717,0.00079643494,0.009566918,0.005709908,0.0006964934,0.00058606756,0.000114852446,0.00086977996,0.15758786],"genre_scores_gemma":[0.97647,0.000046049707,0.007636175,0.015481225,0.00019253077,0.000004332511,0.000096505326,0.000009452151,0.00006372337],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985167,0.00031149926,0.00022748919,0.00030198644,0.00034472975,0.00029760043],"domain_scores_gemma":[0.99882007,0.00054735004,0.00014871517,0.0003087217,0.000062857485,0.00011229399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013254323,0.00017240018,0.00014924158,0.00012003449,0.00037317284,0.00010536093,0.00029562955,0.000088048604,0.000048056452],"category_scores_gemma":[0.00041471934,0.00011732261,0.000054274722,0.00026120106,0.0001786831,0.000119614844,0.000015190176,0.00029578593,0.00021699391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003620028,0.000027652623,0.3782764,0.000067698245,0.000032635904,0.0000036138613,0.0011045178,0.0016306752,0.00025160558,0.0038821546,0.5712312,0.043455634],"study_design_scores_gemma":[0.00048123824,0.00042741172,0.074294604,0.00028093442,0.00006294447,0.000009551198,0.0008178316,0.6403884,0.0042181904,0.013944895,0.2642413,0.0008326685],"about_ca_topic_score_codex":0.006018601,"about_ca_topic_score_gemma":0.00009850869,"teacher_disagreement_score":0.63875777,"about_ca_system_score_codex":0.0000051317616,"about_ca_system_score_gemma":0.000028071063,"threshold_uncertainty_score":0.9098364},"labels":[],"label_agreement":null},{"id":"W2564258164","doi":"10.1093/gji/ggw485","title":"Robust time-domain full waveform inversion with normalized zero-lag cross-correlation objective function","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Amplitude; Gaussian noise; Extrapolation; Mathematics; Inversion (geology); Algorithm; Lag; White noise; Computer science; Statistics; Geology; Physics","score_opus":0.00864676878906189,"score_gpt":0.20346324065592478,"score_spread":0.19481647186686288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564258164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85576296,0.000015166721,0.12064393,0.0016726917,0.0011050324,0.00011829278,0.00003973737,0.00012586132,0.020516308],"genre_scores_gemma":[0.9929224,0.000023465867,0.002027494,0.00083224836,0.000593365,8.409539e-7,0.00007560263,0.0000070434844,0.0035175118],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986246,0.0000484157,0.00024837392,0.000231143,0.00059760583,0.00024985784],"domain_scores_gemma":[0.9991487,0.00011489989,0.00021405914,0.00010227882,0.00027847927,0.00014154607],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026723742,0.00015802613,0.00014048559,0.0001646389,0.0002471762,0.0001570608,0.00024503752,0.00007264159,0.003994522],"category_scores_gemma":[0.000040396557,0.000091575974,0.000108106615,0.00013534733,0.00015060842,0.0012944457,0.000020763911,0.0002539781,0.0019930121],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010646634,0.0003790414,0.29418728,0.00001788153,0.0006766607,0.00019195664,0.00070937286,0.008033272,0.020149095,0.0023283202,0.07473126,0.5879492],"study_design_scores_gemma":[0.00877403,0.0036801097,0.55039924,0.0005933022,0.00012439874,0.001374906,0.00030642288,0.24723446,0.008943946,0.1107376,0.06643084,0.0014007611],"about_ca_topic_score_codex":0.00023490161,"about_ca_topic_score_gemma":0.000006774469,"teacher_disagreement_score":0.58654845,"about_ca_system_score_codex":0.000063225976,"about_ca_system_score_gemma":0.000060861217,"threshold_uncertainty_score":0.99878407},"labels":[],"label_agreement":null},{"id":"W2565316061","doi":"10.1190/tle36010094.1","title":"Constraints versus penalties for edge-preserving full-waveform inversion","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Classification of discontinuities; Inversion (geology); Predictability; Geology; Algorithm; Waveform; Computer science; Regularization (linguistics); Geophysics; Mathematical optimization; Mathematics; Seismology; Mathematical analysis; Artificial intelligence; Statistics; Telecommunications","score_opus":0.047001360153852464,"score_gpt":0.2580978794542399,"score_spread":0.21109651930038742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565316061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7757444,0.0006625383,0.0135424,0.026455125,0.00660519,0.0010256608,0.00016190877,0.0009985381,0.17480424],"genre_scores_gemma":[0.99315774,0.000065002605,0.0009485114,0.0010267026,0.0002737583,0.0000026467687,0.00001585594,0.0000058641645,0.0045038913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914235,0.000044410583,0.0001397619,0.00019155772,0.00015282459,0.00032912567],"domain_scores_gemma":[0.99888504,0.000681629,0.00006930118,0.00024856665,0.00004486873,0.000070598624],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00051197625,0.00011991692,0.00012669779,0.00007311712,0.0003425619,0.000050501523,0.0004132238,0.000055456407,0.0011594258],"category_scores_gemma":[0.0002080006,0.00006244642,0.00007755648,0.00008941168,0.00031844093,0.0002707982,0.000031763127,0.00009130788,0.00093152607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038025784,0.000007821323,0.0036070286,0.000037037276,0.00003498808,0.0000035763867,0.00085428974,0.000009324919,0.0017331474,0.00045338387,0.34331453,0.6495646],"study_design_scores_gemma":[0.003647121,0.00091043295,0.0026652801,0.00051782536,0.00009587075,0.000054061053,0.002585841,0.028162668,0.050181586,0.0113711925,0.8989246,0.00088350504],"about_ca_topic_score_codex":0.00025645233,"about_ca_topic_score_gemma":0.000039507766,"teacher_disagreement_score":0.6486811,"about_ca_system_score_codex":0.000016477577,"about_ca_system_score_gemma":0.00003580331,"threshold_uncertainty_score":0.99984634},"labels":[],"label_agreement":null},{"id":"W2565765229","doi":"","title":"Shallow P and S velocity structure, Red Deer, Alberta","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Geodesy; Anisotropy; Seismology; Isotropy; Offset (computer science); S-wave; Optics; Physics","score_opus":0.00861222179534459,"score_gpt":0.1930419542801509,"score_spread":0.1844297324848063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565765229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9246371,0.00021133678,0.0006392556,0.003643616,0.00017149227,0.0000910064,0.00001437841,0.00015908039,0.070432745],"genre_scores_gemma":[0.98697716,0.00003701884,0.009066062,0.003078515,0.000023657856,8.88222e-8,0.000025802901,0.0000013686464,0.0007903002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99955565,0.000009736141,0.00007099656,0.00014535272,0.00008695064,0.00013129953],"domain_scores_gemma":[0.99978286,0.00002739733,0.000016834561,0.00009205314,0.000011383546,0.00006949668],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005184828,0.00006802603,0.00006907569,0.000034136443,0.00008384056,0.000032228858,0.000084465886,0.000039266386,0.0019458748],"category_scores_gemma":[0.000022443393,0.000050471626,0.000015523492,0.00006622696,0.000055710232,0.00012816263,0.0000069368216,0.000066600536,0.000043092852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004708488,0.000019349009,0.5262985,0.000029065117,0.000032323922,0.000019623378,0.0005930754,0.00037265287,0.00026236306,0.0018215247,0.039888352,0.43061605],"study_design_scores_gemma":[0.001295277,0.00027347053,0.6823265,0.00004273042,0.000024852743,0.00015908635,0.00024535696,0.02288116,0.020702494,0.11496002,0.1563849,0.0007041528],"about_ca_topic_score_codex":0.03246399,"about_ca_topic_score_gemma":0.0022434664,"teacher_disagreement_score":0.4299119,"about_ca_system_score_codex":0.00000223967,"about_ca_system_score_gemma":0.000017649341,"threshold_uncertainty_score":0.99896646},"labels":[],"label_agreement":null},{"id":"W2566229973","doi":"","title":"Using AVO and LMR Analysis with DHI and Flat-Spot Calibration to Mitigate Reservoir Risk at Stonehouse, Offshore Nova Scotia","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Submarine pipeline; Amplitude versus offset; Porosity; Inversion (geology); Nova scotia; Lithology; Amplitude; Drilling; Offset (computer science); Hydrocarbon exploration; Petroleum engineering; Mineralogy; Seismology; Petrology; Geomorphology; Geotechnical engineering; Structural basin; Engineering; Oceanography","score_opus":0.02121434214519022,"score_gpt":0.2275890891093509,"score_spread":0.2063747469641607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566229973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99430066,0.0001211063,0.0032637222,0.0007476647,0.000025506553,0.00019644435,0.000027801807,0.00009748102,0.0012195846],"genre_scores_gemma":[0.98452747,0.000033861823,0.013775002,0.0010255306,0.000020336774,4.399323e-7,0.0000380591,0.0000044683543,0.0005748476],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991031,0.00006338454,0.0001472007,0.000305315,0.00017489011,0.00020605262],"domain_scores_gemma":[0.9994796,0.000055950266,0.000058289083,0.00017657418,0.000047267014,0.00018231075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018810853,0.00012885165,0.00017793076,0.00022067098,0.0001919841,0.00014912698,0.00008001061,0.00005051645,0.0017131129],"category_scores_gemma":[0.000016302472,0.00008943773,0.000025614974,0.00046009323,0.00011084117,0.00044809293,0.000027552305,0.000085170126,0.000051311894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002505349,0.0000027352387,0.98519063,0.000007598045,0.00006138969,0.0000025475374,0.00023479918,0.0027733746,0.00029884637,0.000003816594,0.0072052595,0.0041939444],"study_design_scores_gemma":[0.00016015048,0.00012601193,0.33629358,0.000019110768,0.00014795263,0.000015126776,0.0003087382,0.65605485,0.005669028,0.0001393982,0.0008417157,0.00022435348],"about_ca_topic_score_codex":0.12468839,"about_ca_topic_score_gemma":0.014750378,"teacher_disagreement_score":0.65328145,"about_ca_system_score_codex":0.000005957714,"about_ca_system_score_gemma":0.000016445103,"threshold_uncertainty_score":0.99919945},"labels":[],"label_agreement":null},{"id":"W2567521884","doi":"10.5539/esr.v6n1p55","title":"Frequency Domain Wave Equation Inversion and Its Application on the Heterogeneous Reservoir Model Data","year":2016,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Frequency domain; Wave equation; Inverse problem; Waveform; Inverse; Seismogram; Inverse transform sampling; Iterative method; Time domain; Mathematical analysis; Algorithm; Applied mathematics; Computer science; Mathematics; Geology; Seismology; Geometry; Surface wave; Telecommunications","score_opus":0.19623616967463756,"score_gpt":0.3393830346959476,"score_spread":0.14314686502131005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567521884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740607,0.00014775324,0.004369302,0.013638826,0.000057437224,0.000485102,0.00006953584,0.0000700603,0.0071012406],"genre_scores_gemma":[0.9971309,0.00022563811,0.0018167143,0.00047950138,0.00004270097,0.0000039904717,0.000016845906,0.0000027558274,0.0002809854],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973347,0.00021184262,0.00013687185,0.0005836378,0.0012542105,0.00047873243],"domain_scores_gemma":[0.99834925,0.00044850464,0.000043022006,0.0008098978,0.0001856464,0.00016369054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006068104,0.000086957996,0.00007043148,0.0002660983,0.001010404,0.00013975463,0.0010761332,0.00004486724,0.00023338415],"category_scores_gemma":[0.00061922544,0.000045116016,0.000013257629,0.0007175573,0.00083766936,0.0008299006,0.00019281199,0.00020004436,0.00046171463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015250454,0.000080709986,0.018101687,0.000042655884,0.000013450758,0.000022590015,0.0012828591,0.0008301389,0.22641847,0.030698745,0.017667195,0.704689],"study_design_scores_gemma":[0.00011610761,0.00012772273,0.0021191007,0.000045691264,0.000001112745,0.0000073104225,0.00010852505,0.925381,0.029208692,0.040831596,0.0019415499,0.000111599125],"about_ca_topic_score_codex":0.0006798196,"about_ca_topic_score_gemma":0.00005665997,"teacher_disagreement_score":0.92455083,"about_ca_system_score_codex":0.000015713977,"about_ca_system_score_gemma":0.00021544506,"threshold_uncertainty_score":0.77713126},"labels":[],"label_agreement":null},{"id":"W2569586414","doi":"10.1088/1742-2140/14/1/184","title":"Least-squares Gaussian beam migration","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Gaussian; Geology; Beam (structure); Gaussian beam; Least-squares function approximation; Mathematics; Statistics; Optics; Physics","score_opus":0.007812547020893923,"score_gpt":0.19176472187384688,"score_spread":0.18395217485295295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569586414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965344,0.00027290656,0.001602947,0.0006078259,0.0003104899,0.000015122842,0.0000026269863,0.000011978585,0.0006416823],"genre_scores_gemma":[0.9984083,0.00015466975,0.0011206997,0.00005868085,0.00021525189,3.6040383e-8,0.0000011620103,0.0000016771518,0.000039491948],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996905,0.000002624251,0.00009822193,0.00004123863,0.000089005414,0.00007840874],"domain_scores_gemma":[0.9997233,0.00001358216,0.0001082187,0.00007632835,0.000026653035,0.000051884293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010221905,0.000050788403,0.000084401974,0.000041891777,0.00011801634,0.00011231874,0.00010286909,0.00001812091,0.000017392074],"category_scores_gemma":[0.00002203087,0.000039705843,0.000033459077,0.00001567309,0.000018581924,0.00034685753,0.0000052859027,0.00009308963,0.0000037145346],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051309617,0.000030866493,0.19273639,0.000119385906,0.00009541548,0.00007543266,0.0007927264,0.009380494,0.0068697715,0.0005303065,0.008081167,0.7812367],"study_design_scores_gemma":[0.00029893257,0.0002500973,0.84891033,0.00016125238,0.000027311913,0.00008965397,0.00012258327,0.11329122,0.004249145,0.0016792956,0.030708298,0.00021188805],"about_ca_topic_score_codex":0.00048411835,"about_ca_topic_score_gemma":0.000004298902,"teacher_disagreement_score":0.7810249,"about_ca_system_score_codex":0.000001486095,"about_ca_system_score_gemma":0.000008831147,"threshold_uncertainty_score":0.16191572},"labels":[],"label_agreement":null},{"id":"W2571789532","doi":"10.1016/j.jappgeo.2017.01.015","title":"McMC-based AVAZ direct inversion for fracture weaknesses","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Azimuth; Isotropy; Anisotropy; Geology; Transverse isotropy; Fracture (geology); Amplitude; Ellipse; Geometry; Geotechnical engineering; Physics; Optics; Mathematics","score_opus":0.01274488148434416,"score_gpt":0.22789901977745142,"score_spread":0.21515413829310726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2571789532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8404992,0.00050125254,0.026580747,0.01077487,0.003294052,0.00088242814,0.00017944402,0.00020946097,0.11707854],"genre_scores_gemma":[0.9913226,0.000035733687,0.005338055,0.0027532582,0.00042858717,5.2876374e-7,0.000016175754,0.00000489848,0.00010017026],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926543,0.000010213779,0.00019721845,0.00011597878,0.00024084863,0.00017029609],"domain_scores_gemma":[0.99885666,0.00014596303,0.0005436737,0.00025003107,0.00011779142,0.0000858701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786503,0.00011617273,0.00022533121,0.00006534281,0.00041591565,0.00013925126,0.00043252006,0.000072104194,0.000144949],"category_scores_gemma":[0.000047312566,0.00008657441,0.00013514605,0.000040516996,0.000087959466,0.00030674128,0.000009542036,0.00019626481,0.000038086517],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015763928,0.00017094455,0.01710899,0.00020332256,0.00015278536,0.000028659395,0.00045812974,0.005691519,0.0030000105,0.0003473645,0.41044068,0.5608212],"study_design_scores_gemma":[0.0019423722,0.00062040996,0.027648402,0.00014350777,0.00014587937,0.00000831649,0.000301108,0.019508492,0.09281039,0.03117195,0.8252072,0.00049201003],"about_ca_topic_score_codex":0.00023040826,"about_ca_topic_score_gemma":0.0000039146303,"teacher_disagreement_score":0.5603292,"about_ca_system_score_codex":0.000005699875,"about_ca_system_score_gemma":0.00008748381,"threshold_uncertainty_score":0.3530402},"labels":[],"label_agreement":null},{"id":"W2574327781","doi":"10.1190/geo2016-0220.1","title":"Time- and offset-domain internal multiple prediction with nonstationary parameters","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Offset (computer science); Algorithm; Multiple; Range (aeronautics); Time domain; Domain (mathematical analysis); Attenuation; Residual; Data mining; Mathematics; Mathematical analysis; Optics","score_opus":0.008265701751570704,"score_gpt":0.18918718532885284,"score_spread":0.18092148357728213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574327781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99565345,0.000016062153,0.0009070066,0.00039053304,0.00009230482,0.00006982274,0.00009820562,0.00005849484,0.0027141345],"genre_scores_gemma":[0.99247587,0.000012911063,0.006726434,0.0003332065,0.000044319288,6.924742e-7,0.00009598731,0.0000021715798,0.00030838247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99958414,0.000015116294,0.000060071237,0.00013111162,0.00010824372,0.00010134738],"domain_scores_gemma":[0.9996676,0.00004216517,0.00006671013,0.00015968087,0.000019362331,0.00004446992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000069088404,0.000064956264,0.00006466633,0.000022504844,0.00024175651,0.00008508537,0.00010820947,0.000020209103,0.000047806156],"category_scores_gemma":[0.000012814508,0.00005054378,0.000014786212,0.000017996137,0.0001987385,0.00035156895,0.000011061189,0.00006929734,0.000089880516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014301615,0.00002294514,0.67989933,0.00001317327,0.000035679826,0.000017813105,0.0005404498,0.00027525338,0.00016672308,0.000032214994,0.011725663,0.3071277],"study_design_scores_gemma":[0.00056452124,0.00029160126,0.74617183,0.000060389364,0.00001622741,0.000031822507,0.00017446237,0.23862578,0.00080521166,0.0044503263,0.008617173,0.00019064308],"about_ca_topic_score_codex":0.0027434407,"about_ca_topic_score_gemma":0.000023930033,"teacher_disagreement_score":0.30693707,"about_ca_system_score_codex":0.000002000197,"about_ca_system_score_gemma":0.000013910792,"threshold_uncertainty_score":0.41472802},"labels":[],"label_agreement":null},{"id":"W2574984835","doi":"10.1190/geo2016-0211.1","title":"Inverse attenuation filtering","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Attenuation; Deconvolution; Dispersion (optics); Inverse; Computer science; Algorithm; Blind deconvolution; Reflection (computer programming); Inverse problem; Waveform; Mathematical analysis; Optics; Mathematics; Physics; Geometry; Telecommunications","score_opus":0.02456004378070818,"score_gpt":0.23201881930289905,"score_spread":0.20745877552219089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574984835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94316757,0.000013760435,0.00088693167,0.0008511567,0.0005127112,0.00005700584,0.000016761573,0.00012505014,0.05436906],"genre_scores_gemma":[0.9966982,0.000013146726,0.0015090681,0.0008698186,0.00013930042,2.7103195e-7,0.000026418891,0.0000014889829,0.00074231165],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99964464,0.000008246269,0.000050877028,0.00009844741,0.00008790843,0.00010986554],"domain_scores_gemma":[0.9996094,0.0000113145115,0.00005942497,0.00027043826,0.000017042235,0.00003238279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006920003,0.00004943512,0.00005092175,0.00001602468,0.00034648585,0.000098837685,0.00019753426,0.000019171324,0.000299557],"category_scores_gemma":[0.00002312452,0.000044728444,0.000025790168,0.000017367855,0.00005629652,0.00033102903,0.000013703237,0.000054483444,0.0007474761],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008767632,0.000007353334,0.16402337,0.000011797256,0.00000824954,0.000009097953,0.00020458229,0.00008668492,0.000496105,0.00017158398,0.03604264,0.79892975],"study_design_scores_gemma":[0.0002522479,0.00006440104,0.81631976,0.000034843946,0.000012427855,0.00000470974,0.000095388736,0.077142246,0.0068101115,0.017362587,0.08161509,0.0002862149],"about_ca_topic_score_codex":0.004090591,"about_ca_topic_score_gemma":0.000032158827,"teacher_disagreement_score":0.7986435,"about_ca_system_score_codex":0.0000015520634,"about_ca_system_score_gemma":0.000010070332,"threshold_uncertainty_score":0.9607543},"labels":[],"label_agreement":null},{"id":"W2580041566","doi":"10.1190/geo2015-0595.1","title":"Accelerating Hessian-free Gauss-Newton full-waveform inversion via l-BFGS preconditioned conjugate-gradient algorithm","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; Penn West Exploration (Canada); University of Calgary","funders":"","keywords":"Hessian matrix; Quasi-Newton method; Broyden–Fletcher–Goldfarb–Shanno algorithm; Conjugate gradient method; Preconditioner; Nonlinear conjugate gradient method; Diagonal; Mathematics; Algorithm; Newton's method; Applied mathematics; Gradient descent; Mathematical optimization; Computer science; Iterative method; Geometry; Nonlinear system; Physics","score_opus":0.0192236425869114,"score_gpt":0.22243127615271074,"score_spread":0.20320763356579935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580041566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94234866,0.00011089516,0.0051665287,0.0037801857,0.0026314938,0.00056782743,0.00028615695,0.0005674192,0.04454086],"genre_scores_gemma":[0.9879228,0.000066957036,0.0083505,0.0013840961,0.0005555885,0.0000044234175,0.00048034644,0.000012167342,0.0012231609],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985837,0.000036895013,0.00024734667,0.0003713784,0.00033033715,0.00043038087],"domain_scores_gemma":[0.99858713,0.000046094796,0.00029399333,0.00083226594,0.00007576186,0.00016474059],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021505615,0.00022571866,0.00023187563,0.0000722085,0.0013643755,0.00033059128,0.0007385374,0.00010199735,0.0008173405],"category_scores_gemma":[0.000040381998,0.00019735021,0.000110110785,0.000078201476,0.00020390193,0.0011079444,0.00009193482,0.0002515607,0.0007872947],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043003445,0.00007258982,0.015457519,0.000049693615,0.00004736123,0.000031732292,0.0004919523,0.000049771766,0.00077379396,0.00021333856,0.03873871,0.9440305],"study_design_scores_gemma":[0.0026760912,0.001286514,0.16974832,0.0003036295,0.00011249375,0.00007845234,0.00072244514,0.61561525,0.057955083,0.098877616,0.050868675,0.0017554123],"about_ca_topic_score_codex":0.0070698415,"about_ca_topic_score_gemma":0.00007722857,"teacher_disagreement_score":0.9422751,"about_ca_system_score_codex":0.000017775837,"about_ca_system_score_gemma":0.00004808594,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W2581284807","doi":"10.1190/int-2016-0116.1","title":"Interpretation of geologic facies in seismic volume using key rock elastic properties and high-definition facies templates","year":2017,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nexen (Canada); University of Calgary","funders":"University of Calgary","keywords":"Facies; Geology; Petrophysics; Petrology; Permeability (electromagnetism); Seismic inversion; Oil shale; Drilling; Porosity; Mineralogy; Geomorphology; Paleontology; Geotechnical engineering; Geometry; Structural basin","score_opus":0.03659336092111846,"score_gpt":0.23075764698438977,"score_spread":0.19416428606327132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581284807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97062296,0.00029480914,0.027795136,0.00022199312,0.00019980055,0.00014339211,0.000025659147,0.0000535638,0.0006427056],"genre_scores_gemma":[0.9984294,0.000060284478,0.0012465041,0.00014083626,0.000012265066,0.0000023077948,0.000038357524,0.0000035724688,0.00006646299],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991546,0.00007117716,0.00028551705,0.00020518407,0.00013387665,0.00014963104],"domain_scores_gemma":[0.99943656,0.00006557439,0.00025066934,0.00015201852,0.000068150766,0.000027054217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019243013,0.0001261854,0.00018901784,0.00019650125,0.0001852477,0.00013444886,0.00016266959,0.00007160671,0.000085432875],"category_scores_gemma":[0.00026163415,0.00010547792,0.00003183121,0.00004853313,0.0001806,0.00086300983,0.000025707674,0.00010675311,0.00002712822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006183161,0.000049236656,0.69879806,0.00039896165,0.00005773235,0.000011690303,0.015836138,0.071797855,0.009756414,0.00012266533,0.00026288204,0.20229007],"study_design_scores_gemma":[0.0001447334,0.00013148854,0.11437525,0.000291778,0.00001419829,0.000010986357,0.00068417407,0.875811,0.005073074,0.0033061951,0.000036580906,0.000120575125],"about_ca_topic_score_codex":0.009146788,"about_ca_topic_score_gemma":0.00016590746,"teacher_disagreement_score":0.80401313,"about_ca_system_score_codex":0.000011974669,"about_ca_system_score_gemma":0.000022136022,"threshold_uncertainty_score":0.99745136},"labels":[],"label_agreement":null},{"id":"W2582191904","doi":"","title":"Non-linear Bayesian inversion of controlled source electromagnetic data offshore Vancouver Island, Canada, and in the German North Sea","year":2014,"lang":"en","type":"dissertation","venue":"ePrints Soton (University of Southampton)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"German; Submarine pipeline; Inversion (geology); Oceanography; Bayesian probability; Geography; Geology; Seismology; Computer science; Archaeology; Artificial intelligence","score_opus":0.007145311588317712,"score_gpt":0.19183211841301215,"score_spread":0.18468680682469443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582191904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948633,0.000058390684,0.0002281049,0.00010202314,0.00014957892,0.00040588665,0.00021510401,0.000014684935,0.003962947],"genre_scores_gemma":[0.99508065,0.00007900453,0.00025694488,0.00016611961,0.00002240799,1.4581315e-7,0.001828848,0.00000594623,0.002559957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985741,0.000121103956,0.00023242061,0.0004035513,0.0004334416,0.00023541333],"domain_scores_gemma":[0.99877244,0.00013102143,0.0003643755,0.0005682561,0.00008681323,0.00007706487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004039442,0.00020939903,0.0005026429,0.00019850921,0.00014968148,0.000010618183,0.0009317296,0.0001469318,0.00069097424],"category_scores_gemma":[0.000035541794,0.00018774324,0.00006473251,0.00023015718,0.0001316611,0.00013394942,0.000052372823,0.00035961607,0.000009839497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025286297,0.0000994795,0.8292297,0.00071354426,0.00020754003,0.000064651475,0.014652098,0.00017415796,0.00004766161,0.000004688431,0.11988504,0.032392826],"study_design_scores_gemma":[0.0055224057,0.00034819587,0.56296486,0.00042098825,0.00035737475,0.0000066462994,0.02154877,0.38357595,0.00024135369,0.0001906989,0.023963107,0.0008596837],"about_ca_topic_score_codex":0.75909895,"about_ca_topic_score_gemma":0.9585146,"teacher_disagreement_score":0.38340178,"about_ca_system_score_codex":0.000013814888,"about_ca_system_score_gemma":0.0003126365,"threshold_uncertainty_score":0.76559466},"labels":[],"label_agreement":null},{"id":"W2583553960","doi":"10.37099/mtu.dc.etdr/214","title":"COMPARISON OF DIFFERENT SEISMIC FILTERING TECHNIQUES ON PRESTACK INVERSION FOR PENOBSCOT AREA-NOVA SCOTIA","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Inversion (geology); Seismology; Geology; Submarine pipeline; Prestack; Remote sensing; Oceanography","score_opus":0.038253504695316985,"score_gpt":0.2969790277189877,"score_spread":0.25872552302367074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583553960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87305796,0.00035381896,0.0063401354,0.00059167045,0.0029786883,0.0024298073,0.0006070732,0.0008621768,0.11277869],"genre_scores_gemma":[0.98682195,0.00009778463,0.0021534723,0.00033261365,0.000098068835,0.0000053515882,0.002378007,0.000019010122,0.00809373],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983039,0.00004597622,0.0005008581,0.0004689919,0.00035690237,0.00032340075],"domain_scores_gemma":[0.99876547,0.00025061562,0.00041924274,0.00035125876,0.00012102429,0.0000923902],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015012406,0.00037154672,0.0005744734,0.00034166052,0.0001088583,0.000043578053,0.00042409127,0.00028716377,0.0021622158],"category_scores_gemma":[0.00005423096,0.00025400435,0.00019707312,0.000086872154,0.000060366063,0.00014738573,0.000013240168,0.00022089218,0.00007662739],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009165208,0.00024741577,0.044121437,0.0012838104,0.00010955667,0.0000025420845,0.00082376786,0.000034408404,0.0060652564,0.000096644544,0.4272011,0.51909757],"study_design_scores_gemma":[0.00034060745,0.0015294031,0.0048537916,0.001934825,0.000075516225,9.05139e-7,0.0006789338,0.015406717,0.950525,0.0012233113,0.022787534,0.0006434427],"about_ca_topic_score_codex":0.0030133373,"about_ca_topic_score_gemma":0.00036181213,"teacher_disagreement_score":0.94445974,"about_ca_system_score_codex":0.000018708144,"about_ca_system_score_gemma":0.000053046042,"threshold_uncertainty_score":0.99999124},"labels":[],"label_agreement":null},{"id":"W2584302127","doi":"10.1190/tle36020166.1","title":"What moved where?: The impact of velocity uncertainty on microseismic location and moment-tensor inversion","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Microseism; Moment tensor; Moment (physics); Hydraulic fracturing; Inversion (geology); Geology; Amplitude; Seismology; Geodesy; Physics; Petroleum engineering; Classical mechanics","score_opus":0.02667667300185035,"score_gpt":0.2761400284938667,"score_spread":0.24946335549201637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584302127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99279445,0.00041116422,0.00008679109,0.0048315846,0.00030059973,0.00015045912,0.000010016822,0.00003265175,0.001382292],"genre_scores_gemma":[0.9975201,0.00058223726,0.00003580555,0.0007809064,0.000054573433,5.884649e-7,0.00000852095,0.0000028476036,0.0010144109],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993982,0.000076290045,0.000103626386,0.0001422156,0.000119748016,0.0001599434],"domain_scores_gemma":[0.9992148,0.00013617169,0.00015352493,0.00041639106,0.000041544634,0.000037526737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004766781,0.000099939345,0.000114934475,0.00003616635,0.00071013847,0.0002017884,0.0003903349,0.00004179314,0.000061172104],"category_scores_gemma":[0.000056129047,0.000049792092,0.000050619896,0.000052149444,0.00038252232,0.00032223566,0.000026813981,0.00014752921,0.00007659792],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003851406,0.000051855914,0.12703963,0.000081600854,0.000117111296,0.000004260854,0.0066513745,0.0041975374,0.0044078496,0.0001848986,0.20887496,0.6480038],"study_design_scores_gemma":[0.0009804866,0.000642899,0.54159874,0.00067568506,0.000065369626,0.000024537363,0.002331121,0.40182698,0.023708493,0.0055074845,0.022164438,0.00047373708],"about_ca_topic_score_codex":0.010325157,"about_ca_topic_score_gemma":0.000045828325,"teacher_disagreement_score":0.6475301,"about_ca_system_score_codex":0.00001592894,"about_ca_system_score_gemma":0.000028044227,"threshold_uncertainty_score":0.9962652},"labels":[],"label_agreement":null},{"id":"W2586428896","doi":"10.2118/182727-ms","title":"A Discrete Imaging Formulation for History Matching Complex Geologic Facies","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Simulation Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CMG Reservoir Simulation Foundation","keywords":"Facies; Regularization (linguistics); Computer science; Algorithm; Calibration; Parametric statistics; Mathematical optimization; Geology; Artificial intelligence; Mathematics; Structural basin","score_opus":0.109884759662956,"score_gpt":0.3142684611060149,"score_spread":0.20438370144305892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586428896","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23998249,0.00044583366,0.6935565,0.0068890476,0.0009594859,0.0010595978,0.00018034702,0.00057532074,0.05635141],"genre_scores_gemma":[0.9917577,0.00002452222,0.0065311515,0.0004174504,0.00008290228,0.0000030152012,0.00020091816,0.000004672215,0.0009776866],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989921,0.00004101056,0.00021949831,0.0002780572,0.0002064928,0.00026285366],"domain_scores_gemma":[0.99889904,0.00021056598,0.00025244209,0.00041087708,0.00015820959,0.000068885885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003332953,0.00013987481,0.0001640085,0.000089708104,0.0006920029,0.00021834526,0.0004318789,0.00004937398,0.0014060076],"category_scores_gemma":[0.00024390612,0.00012260284,0.0000744957,0.000023915614,0.00011230807,0.00094160525,0.000037565183,0.000100787336,0.000054700387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030867182,0.000025751922,0.44638494,0.00019982732,0.00003859526,0.000009305563,0.0018980972,0.2646942,0.0006216664,0.0070606363,0.012299561,0.26645872],"study_design_scores_gemma":[0.00022367488,0.000027713568,0.08689028,0.000029178183,0.000007064653,0.0000011518567,0.00009156364,0.83394545,0.00006561435,0.021379417,0.05718405,0.0001548482],"about_ca_topic_score_codex":0.003803926,"about_ca_topic_score_gemma":0.00017446783,"teacher_disagreement_score":0.7517752,"about_ca_system_score_codex":0.000028336652,"about_ca_system_score_gemma":0.00006265357,"threshold_uncertainty_score":0.99950683},"labels":[],"label_agreement":null},{"id":"W2586666186","doi":"","title":"A scattering diagram derivation of the eikonal approximation","year":2010,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Eikonal equation; Eikonal approximation; Scattering; Diagram; Mathematical analysis; Applied mathematics; Computer science; Mathematics; Physics; Optics","score_opus":0.008991122976108927,"score_gpt":0.1946854145123423,"score_spread":0.18569429153623337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586666186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817311,0.0000039454394,0.0031721499,0.0010551346,0.00022494966,0.000059693775,0.0000024709666,0.000045693218,0.013704864],"genre_scores_gemma":[0.9947745,9.391203e-7,0.004406605,0.0006618054,0.000023501723,3.184847e-7,0.000007415914,6.053155e-7,0.00012428488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997229,0.000010097261,0.000069709684,0.000052655963,0.00009116017,0.00005347441],"domain_scores_gemma":[0.9998239,0.000019338278,0.000034960165,0.00009313263,0.000016064489,0.0000125727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001138939,0.00002884023,0.000030352656,0.000021887592,0.00005105531,0.000012151312,0.00010117185,0.00001967549,0.00047375326],"category_scores_gemma":[0.000025479363,0.000016925202,0.000020813566,0.000076443095,0.000054163265,0.00009568167,0.0000055037713,0.000065133885,0.000012381926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003308344,0.000007898028,0.5651189,0.000010942351,0.0000026580128,6.995804e-8,0.00010119121,0.00003965601,0.016966507,0.00066867645,0.0040803663,0.41299984],"study_design_scores_gemma":[0.000071392205,0.00001672684,0.7002897,0.000009393548,0.0000033912056,0.000006534547,0.000042871405,0.13416463,0.15577939,0.0032211517,0.0063238274,0.00007098529],"about_ca_topic_score_codex":0.0015848138,"about_ca_topic_score_gemma":0.000095576455,"teacher_disagreement_score":0.41292885,"about_ca_system_score_codex":4.5602948e-7,"about_ca_system_score_gemma":0.000009287923,"threshold_uncertainty_score":0.5187266},"labels":[],"label_agreement":null},{"id":"W2587101793","doi":"10.1190/int-2016-0129.1","title":"Volumetric fault image enhancement — Some applications","year":2017,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Classification of discontinuities; Geology; Fault (geology); Workflow; Noise (video); Seismology; Coherence (philosophical gambling strategy); Operator (biology); Curvature; Geophysical imaging; Algorithm; Computer science; Image (mathematics); Artificial intelligence; Geometry; Mathematics","score_opus":0.010491168468223849,"score_gpt":0.2585232927764226,"score_spread":0.24803212430819876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587101793","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15591475,0.0008332771,0.64429224,0.0037613667,0.0011921859,0.0008376725,0.00007280566,0.00045444517,0.19264126],"genre_scores_gemma":[0.9929612,0.00005222709,0.004980363,0.00088847545,0.00007086809,0.000008627827,0.000053416876,0.0000019617212,0.0009828088],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994737,0.000016294145,0.000117589254,0.00015309805,0.0001265345,0.00011276763],"domain_scores_gemma":[0.9994761,0.000029372904,0.00011937351,0.0002896608,0.000045865625,0.000039667142],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012951269,0.00006267034,0.00006427215,0.00008931816,0.00030806827,0.00018782778,0.00028125822,0.000026915786,0.000769289],"category_scores_gemma":[0.000065277105,0.000056529803,0.00003487187,0.000044266017,0.000075776734,0.00063854846,0.000011481602,0.000064878324,0.0011207303],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010821875,0.00001080377,0.008140648,0.000009347808,0.000007434858,0.0000010370775,0.00013260766,0.00001187615,0.0004667896,0.000112539245,0.00861645,0.98247963],"study_design_scores_gemma":[0.00045559616,0.00024183923,0.12518634,0.000085278174,0.000041115985,0.000009808016,0.00023010743,0.6259124,0.048241105,0.020881388,0.17821257,0.00050242984],"about_ca_topic_score_codex":0.0015065792,"about_ca_topic_score_gemma":0.000014855016,"teacher_disagreement_score":0.9819772,"about_ca_system_score_codex":0.000006603537,"about_ca_system_score_gemma":0.000013374848,"threshold_uncertainty_score":0.99965703},"labels":[],"label_agreement":null},{"id":"W2588862603","doi":"10.1190/geo2015-0167.1","title":"Converted-wave seismic imaging: Amplitude-balancing source-independent imaging conditions","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Lawrence Berkeley National Laboratory; ConocoPhillips; U.S. Department of Energy","keywords":"Amplitude; Reflection (computer programming); Sensitivity (control systems); Computer science; Geophysical imaging; Transmission (telecommunications); Optics; Acoustics; Geology; Physics; Seismology; Electronic engineering; Telecommunications; Engineering","score_opus":0.014815121894027382,"score_gpt":0.23096388605617962,"score_spread":0.21614876416215223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588862603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8958587,0.00044842644,0.033715595,0.0064860485,0.002742848,0.0005312094,0.00032990382,0.0009860318,0.05890125],"genre_scores_gemma":[0.9941198,0.000026113492,0.0003933263,0.004087333,0.00027262513,0.0000024745677,0.00014563171,0.000012079222,0.0009405871],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99845743,0.000044689972,0.00022922669,0.00041841154,0.00034078697,0.00050948194],"domain_scores_gemma":[0.99867547,0.00007393936,0.00023975468,0.0007551851,0.00009297124,0.00016269133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023304603,0.0002317137,0.00023144121,0.000085482585,0.0012836637,0.00050865626,0.0005029467,0.000041761057,0.0005800843],"category_scores_gemma":[0.000048919585,0.00022438866,0.00013007503,0.00006512405,0.0003070787,0.00054968835,0.00006811623,0.0002954565,0.00086458813],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020974081,0.000053333315,0.6037884,0.00004185398,0.000056496145,0.0001524028,0.0006726705,0.00038156714,0.00085104816,0.00037649824,0.048116695,0.3454881],"study_design_scores_gemma":[0.0007904889,0.000035816,0.41567323,0.00011787934,0.00007214386,0.00015063616,0.0008036375,0.48091352,0.0026058992,0.022919765,0.07512314,0.00079385843],"about_ca_topic_score_codex":0.012694102,"about_ca_topic_score_gemma":0.000027676533,"teacher_disagreement_score":0.48053196,"about_ca_system_score_codex":0.00001722506,"about_ca_system_score_gemma":0.000077679324,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W2589055026","doi":"10.1002/ghg.1670","title":"Sensitivity of seismic response for monitoring storage in a low porosity reservoir of the St Lawrence Lowlands, Québec, Canada: Part 2 – Synthetic modeling","year":2017,"lang":"en","type":"article","venue":"Greenhouse Gases Science and Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Institut National de la Recherche Scientifique","funders":"Institut National de Recherche et de Sécurité; Carbon Management Canada; Polytechnique Montréal","keywords":"Porosity; Geology; Lead (geology); Permeability (electromagnetism); Software deployment; Structural basin; Sedimentary rock; Petrology; Petroleum engineering; Seismology; Geochemistry; Geotechnical engineering; Geomorphology; Engineering","score_opus":0.02028340104002437,"score_gpt":0.22811583852500353,"score_spread":0.20783243748497915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589055026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99589145,0.00015760814,0.00030203146,0.003180531,0.00015023325,0.00016760346,0.000095546,0.00003452978,0.000020467161],"genre_scores_gemma":[0.9996108,0.000045369605,0.00024083312,0.000066752065,0.000009873647,0.000002184023,5.75399e-7,0.000002592078,0.00002103026],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988631,0.00006184732,0.0002039824,0.00029337994,0.0002845108,0.00029320474],"domain_scores_gemma":[0.998782,0.00019966453,0.00019224006,0.0006085589,0.00017079963,0.000046753725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017608065,0.00009903272,0.00020442114,0.000194134,0.00056741084,0.000025863917,0.0006267311,0.000055867167,0.0000029324653],"category_scores_gemma":[0.0016553467,0.00007359963,0.000023859198,0.0003073306,0.0013941069,0.00022771537,0.00011828803,0.0001424463,2.0973924e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014494908,0.000020549649,0.9816469,0.000047909674,0.0000036626047,0.00001876087,0.00008895266,0.0033417123,0.0024156496,0.000015121927,0.00025431652,0.012001506],"study_design_scores_gemma":[0.00034437384,0.00014985197,0.1469946,0.00044927633,0.000013602262,0.000050619074,0.0005862707,0.7549421,0.0951291,0.00059063203,0.0005388619,0.00021066732],"about_ca_topic_score_codex":0.8376641,"about_ca_topic_score_gemma":0.55921155,"teacher_disagreement_score":0.8346523,"about_ca_system_score_codex":0.000033336168,"about_ca_system_score_gemma":0.0010837127,"threshold_uncertainty_score":0.5136645},"labels":[],"label_agreement":null},{"id":"W2590485070","doi":"10.1130/b31582.1","title":"A Late Cretaceous polygonal fault system in central North America","year":2017,"lang":"en","type":"article","venue":"Geological Society of America Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Geological Society of America","keywords":"Citation; Cretaceous; Geology; Icon; Download; Geological survey; Library science; Paleontology; World Wide Web; Computer science","score_opus":0.011558161551359601,"score_gpt":0.20610474293170655,"score_spread":0.19454658138034694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590485070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591341,0.0006811205,0.0021064153,0.01919776,0.00024583828,0.00030955134,0.00015101563,0.00029856403,0.017875655],"genre_scores_gemma":[0.9818364,0.00047217082,0.013149366,0.0040216283,0.00006401346,0.0000020180512,0.000059291477,0.0000033711678,0.0003917776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998478,0.0000834157,0.00029755174,0.00034034578,0.00027386312,0.0005268152],"domain_scores_gemma":[0.99908215,0.00010729173,0.00031146713,0.0003230438,0.00003774796,0.00013828726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015496573,0.00017288026,0.0003775657,0.000023380839,0.00032227027,0.000050908275,0.0005703244,0.000105191684,0.0020590755],"category_scores_gemma":[0.00007793214,0.00013316394,0.00022517849,0.0000997209,0.0009723342,0.000053308253,0.00006888203,0.00029102582,0.0002681027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001010914,0.00006912302,0.72374266,0.000056670793,0.000038043952,0.000043183612,0.0005324163,0.0024100957,0.00001840895,0.000003996452,0.07614231,0.196842],"study_design_scores_gemma":[0.00031903957,0.00026585575,0.4796817,0.000036728365,0.00001069725,0.00001134093,0.00087315874,0.06296372,0.000045436598,0.00004128056,0.45550945,0.00024158071],"about_ca_topic_score_codex":0.024052722,"about_ca_topic_score_gemma":0.000015782694,"teacher_disagreement_score":0.37936714,"about_ca_system_score_codex":0.000013997971,"about_ca_system_score_gemma":0.000030462665,"threshold_uncertainty_score":0.9988532},"labels":[],"label_agreement":null},{"id":"W2591032368","doi":"10.1088/1742-2140/aa5af5","title":"McMC-based nonlinear EIVAZ inversion driven by rock physics","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Isotropy; Azimuth; Nonlinear system; Anisotropy; Markov chain Monte Carlo; Transverse isotropy; Inversion (geology); Geology; Monte Carlo method; Physics; Algorithm; Mathematical analysis; Geometry; Mathematics; Optics; Seismology; Statistics","score_opus":0.00767593220132442,"score_gpt":0.188949181601325,"score_spread":0.18127324940000059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591032368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97837096,0.00029887736,0.019658705,0.0006729509,0.0004879154,0.000041863612,0.000024543639,0.000032472064,0.00041171358],"genre_scores_gemma":[0.9948413,0.000115219875,0.004514587,0.00021834852,0.0002620447,5.393277e-8,0.0000070567685,0.000004204725,0.00003718148],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950886,0.0000055323817,0.00013145892,0.00007362963,0.00015229094,0.0001282317],"domain_scores_gemma":[0.99953705,0.00002910202,0.00016891156,0.00012601605,0.000048961887,0.00008996349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009030973,0.00009023639,0.00014484848,0.000034391473,0.00016383725,0.0000999075,0.00019162045,0.000032350148,0.000018338005],"category_scores_gemma":[0.000022577558,0.000075602526,0.00006159354,0.000030976902,0.000020449912,0.00035518053,0.000012646773,0.00016991753,0.000008299676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016900028,0.00017710323,0.21169873,0.0003545248,0.00025099984,0.000121651356,0.000523491,0.15021406,0.038471565,0.00013945205,0.06626355,0.53161585],"study_design_scores_gemma":[0.0003941238,0.00016742652,0.016810128,0.00010661232,0.00002350995,0.000008700247,0.000023437033,0.95346993,0.0060923467,0.00025359797,0.022480017,0.0001701658],"about_ca_topic_score_codex":0.0002167613,"about_ca_topic_score_gemma":4.5246384e-7,"teacher_disagreement_score":0.80325586,"about_ca_system_score_codex":0.0000037632337,"about_ca_system_score_gemma":0.00001978156,"threshold_uncertainty_score":0.30829814},"labels":[],"label_agreement":null},{"id":"W2591496053","doi":"10.1111/1365-2478.12500","title":"Three‐term inversion of prestack seismic data using a weighted <i>l</i><sub>2, 1</sub> mixed norm","year":2017,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Agencia Nacional de Promoción Científica y Tecnológica; Natural Sciences and Engineering Research Council of Canada","keywords":"Algorithm; Inversion (geology); Estimator; Norm (philosophy); Prestack; Sparse matrix; Synthetic data; Seismic inversion; Covariance matrix; Computer science; Mathematics; Mathematical optimization; Geology; Gaussian; Physics; Geometry; Seismology","score_opus":0.03819746459904508,"score_gpt":0.25249056866240627,"score_spread":0.2142931040633612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591496053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99548435,0.000056471454,0.002046892,0.00024675377,0.0003879668,0.00023252338,0.00008691968,0.00013752357,0.0013206092],"genre_scores_gemma":[0.99672914,0.000016729591,0.0026721002,0.00017326552,0.00028223376,5.274778e-7,0.000101080106,0.000009658183,0.000015254997],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983908,0.000033499873,0.0002905668,0.00053237396,0.0003596129,0.00039317185],"domain_scores_gemma":[0.99807197,0.00008992314,0.00041274686,0.0012357393,0.00007419017,0.000115425384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033315655,0.00019982272,0.00030163795,0.00006988109,0.000791258,0.0001618797,0.0010741289,0.00008332579,0.000033899778],"category_scores_gemma":[0.00011733669,0.00017402906,0.00008276023,0.00012390007,0.0002788864,0.0009901609,0.00031558977,0.00028697788,0.000081438135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013230457,0.00013167277,0.46915475,0.00018888884,0.00007386612,0.00003888462,0.00029656128,0.00010425825,0.05781121,0.0000698212,0.0048039197,0.46719387],"study_design_scores_gemma":[0.000400468,0.000104535065,0.087014064,0.00016724481,0.000046378864,0.000010387424,0.00006536388,0.811263,0.09496562,0.005437545,0.00023412523,0.0002912546],"about_ca_topic_score_codex":0.008517317,"about_ca_topic_score_gemma":0.00011539443,"teacher_disagreement_score":0.8111588,"about_ca_system_score_codex":0.00001215134,"about_ca_system_score_gemma":0.000064933905,"threshold_uncertainty_score":0.998085},"labels":[],"label_agreement":null},{"id":"W2591805839","doi":"10.1016/j.egypro.2017.03.1541","title":"Assessment of the Limitations on the Seismic Detectability of Injected CO2 within a Deep Geological Reservoir","year":2017,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Engineering and Physical Sciences Research Council; Petroleum Technology Research Centre","keywords":"Seismogram; Seismology; Geology; Baseline (sea); Explosive material; Passive seismic; Seismic survey; Noise (video); Petroleum engineering; Computer science","score_opus":0.036765201544341555,"score_gpt":0.249407923606837,"score_spread":0.21264272206249546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591805839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98423976,0.000025875152,0.00027125998,0.0020577419,0.00015140288,0.000086933505,0.000012600124,0.000029957575,0.013124458],"genre_scores_gemma":[0.99823266,0.00002005063,0.0008470558,0.0007336677,0.000022376134,0.0000041298035,0.0000058288524,0.0000017436998,0.0001324751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918014,0.00013497216,0.00018481047,0.00014846325,0.00023439436,0.00011721118],"domain_scores_gemma":[0.9987342,0.0003974287,0.00025064708,0.0004982359,0.00009062303,0.000028905288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004548675,0.00007789082,0.00011455781,0.000022653121,0.0003491954,0.000022939934,0.0006098927,0.00005459414,0.00010326907],"category_scores_gemma":[0.00090766087,0.00003814198,0.00005675936,0.00009460831,0.00042631084,0.000075222866,0.000045246317,0.00015105157,0.0000020604125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087734086,0.0001530304,0.93184775,0.000046769514,0.00005948097,0.0000022523398,0.001369353,0.019392455,0.00073053624,0.011250458,0.0052984054,0.029761748],"study_design_scores_gemma":[0.000100815036,0.00017804262,0.80130357,0.000027066048,0.000010191895,0.0000022050574,0.00028880648,0.17190158,0.01712769,0.0077096247,0.0012805347,0.00006989116],"about_ca_topic_score_codex":0.0032114156,"about_ca_topic_score_gemma":0.0006165655,"teacher_disagreement_score":0.15250912,"about_ca_system_score_codex":0.000004684171,"about_ca_system_score_gemma":0.00009554642,"threshold_uncertainty_score":0.48547214},"labels":[],"label_agreement":null},{"id":"W2591963708","doi":"","title":"Zephyr: Open-source Parallel Seismic Waveform Inversion in an Integrated Python-based Framework","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Geology; Inversion (geology); Computer science; Open source; Seismic inversion; Seismology; Programming language; Software; Mathematics; Geometry","score_opus":0.033529642744393295,"score_gpt":0.25762318255814104,"score_spread":0.22409353981374774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591963708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808635,0.00011779771,0.0010204422,0.0011713604,0.00036091357,0.00029711827,0.000014720764,0.00040097648,0.015753184],"genre_scores_gemma":[0.96460676,0.000013068806,0.028787369,0.0060341456,0.000081025944,0.0000028937664,0.0002605164,0.000016412663,0.0001977817],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99787486,0.00019694875,0.0004638222,0.0005090209,0.00040766477,0.0005477161],"domain_scores_gemma":[0.99855995,0.0002803241,0.00022288704,0.00041389363,0.00011342119,0.00040950513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562742,0.00027614774,0.00030288874,0.00024089811,0.0001637807,0.00028152662,0.0008378025,0.000245307,0.000037984464],"category_scores_gemma":[0.00053101947,0.00023718602,0.000054990935,0.00043268927,0.000109394365,0.0007093945,0.000051132578,0.0006376577,0.00034141663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030997384,0.00015359028,0.64575285,0.000031895488,0.000011273737,0.00011187015,0.0014846452,0.22888367,0.000025964806,0.000009564706,0.020257432,0.10296725],"study_design_scores_gemma":[0.0014878683,0.0005954314,0.064624324,0.0008159802,0.000019594221,0.000018445851,0.0033492425,0.8336991,0.0013042594,0.0029308577,0.09030534,0.0008495688],"about_ca_topic_score_codex":0.23676884,"about_ca_topic_score_gemma":0.006286005,"teacher_disagreement_score":0.6048154,"about_ca_system_score_codex":0.00004709662,"about_ca_system_score_gemma":0.0002451847,"threshold_uncertainty_score":0.9672165},"labels":[],"label_agreement":null},{"id":"W2593450671","doi":"10.4095/223782","title":"Seismic methods for uranium exploration: an overview of EXTECH IV seismic studies at the McArthur River mining camp, Athabasca Basin, Saskatchewan","year":2007,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Structural basin; Uranium; Mining engineering; Uranium mine; Uranium ore; Geochemistry; Seismology; Geomorphology","score_opus":0.17476696037318273,"score_gpt":0.3957421573195718,"score_spread":0.22097519694638906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593450671","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08864625,0.34150493,0.46403408,0.010208004,0.01604168,0.0091280695,0.0030343125,0.0025567606,0.064845905],"genre_scores_gemma":[0.12857077,0.114646874,0.53686535,0.022076076,0.0035760626,0.00019292634,0.006065036,0.00026798228,0.18773894],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958501,0.00055159983,0.0011091002,0.00089660817,0.00094540056,0.00064719096],"domain_scores_gemma":[0.99559325,0.0014575126,0.00085102697,0.0009829171,0.0009481387,0.00016717502],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0065771122,0.00064510765,0.0011908009,0.00034909224,0.00058096164,0.00007310532,0.00070686004,0.00043852374,0.0011563528],"category_scores_gemma":[0.00033148157,0.00042724638,0.00052487693,0.00046382713,0.000582171,0.0005916561,0.00010989581,0.00041767125,0.000043294192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098952216,0.00003607784,0.003916192,0.00087275513,0.0003771308,0.000010262519,0.005476319,0.00043812118,0.000022851777,0.0000054919647,0.38339323,0.6053526],"study_design_scores_gemma":[0.00031781252,0.00047512143,0.0007731385,0.00050488696,0.00038609392,0.00014030232,0.012510324,0.02754358,0.006584557,0.0009991969,0.94904023,0.00072477706],"about_ca_topic_score_codex":0.028795756,"about_ca_topic_score_gemma":0.0020916306,"teacher_disagreement_score":0.60462785,"about_ca_system_score_codex":0.00010076899,"about_ca_system_score_gemma":0.0008026709,"threshold_uncertainty_score":0.9998179},"labels":[],"label_agreement":null},{"id":"W2593503300","doi":"10.2118/183860-ms","title":"Rapid and Consistent Identification of Stratigraphic Boundaries and Stacking Patterns in Well Logs - An Automated Process Utilizing Wavelet Transforms and Beta Distributions","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stacking; Identification (biology); Process (computing); Geology; Wavelet; BETA (programming language); Computer science; Artificial intelligence; Well logging; Pattern recognition (psychology); Geophysics; Chemistry; Programming language","score_opus":0.02411924119868198,"score_gpt":0.27176093761366055,"score_spread":0.24764169641497857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593503300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99802583,0.00025829702,0.00048192366,0.00046144164,0.000030534706,0.00013860964,0.00015744368,0.00007470936,0.00037119506],"genre_scores_gemma":[0.99930096,0.00037923906,0.00015291972,0.000044515287,0.0000036369684,9.483747e-7,0.00010928128,0.0000014937356,0.00000703715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993463,0.000026960059,0.00021743293,0.0001908862,0.00009155606,0.00012682103],"domain_scores_gemma":[0.99964243,0.000025820302,0.00010522362,0.00013607394,0.000033843764,0.000056599125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003094409,0.000083961495,0.00012903425,0.000080798396,0.00047249038,0.00040870052,0.00008384602,0.000043176246,0.000040939776],"category_scores_gemma":[0.00001763021,0.00006705448,0.000011233356,0.000041502863,0.00054569484,0.0006387326,0.000006355797,0.00006794549,2.4636478e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000150138785,0.000016535576,0.9381693,0.00013836824,0.000009804987,0.0000021328888,0.00088268664,0.0000010029135,0.00028358007,0.0003781242,0.00004009445,0.060063377],"study_design_scores_gemma":[0.00023884735,0.000079075005,0.9310997,0.00005906761,0.0000134229995,0.0000117942445,0.0017698447,0.057457767,0.007861908,0.0011301334,0.00017226333,0.000106165855],"about_ca_topic_score_codex":0.005883869,"about_ca_topic_score_gemma":0.0018569885,"teacher_disagreement_score":0.05995721,"about_ca_system_score_codex":0.0000014643346,"about_ca_system_score_gemma":0.000029724955,"threshold_uncertainty_score":0.88946885},"labels":[],"label_agreement":null},{"id":"W2593626431","doi":"10.1190/geo2016-0145.1","title":"Wavefield simulation of 3D borehole dipole radiation","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; BP (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Perfectly matched layer; Borehole; Azimuth; Optics; Dipole; Isotropy; Reflector (photography); Geology; Reflection (computer programming); Acoustics; Radiation pattern; Anisotropy; Physics; Finite-difference time-domain method; Computational physics; Computer science; Antenna (radio)","score_opus":0.016061037822752557,"score_gpt":0.24002958747214173,"score_spread":0.22396854964938917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593626431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439549,0.00010741925,0.004120799,0.0004905987,0.00044132504,0.00010690011,0.000044184795,0.000079791425,0.050654113],"genre_scores_gemma":[0.9986697,0.000016862248,0.0005560788,0.00029595426,0.00009165206,1.5416428e-7,0.000037097216,0.0000013092109,0.00033121303],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964285,0.0000105524505,0.00007904881,0.00008133179,0.000102989434,0.00008322199],"domain_scores_gemma":[0.9995609,0.000037315433,0.000113129434,0.00024124388,0.000025696267,0.00002173664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007026729,0.000045085748,0.00006771031,0.000019742822,0.0001706226,0.000034094253,0.00013859579,0.000028421498,0.00018722312],"category_scores_gemma":[0.000035756948,0.000040503714,0.000026115747,0.000024122235,0.000051296982,0.0002476195,0.0000078291805,0.000046310535,0.00011001017],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010902491,0.000011053027,0.07326893,0.000011815326,0.000006643685,8.0556435e-7,0.00013273743,0.0069569405,0.00009834544,0.00011487242,0.003696048,0.9156909],"study_design_scores_gemma":[0.0001799148,0.00007713591,0.39228716,0.000014899682,0.000011570176,3.3120992e-7,0.000029078026,0.5675782,0.007944658,0.0073462087,0.024408672,0.00012219592],"about_ca_topic_score_codex":0.0036289655,"about_ca_topic_score_gemma":0.0000057671045,"teacher_disagreement_score":0.9155687,"about_ca_system_score_codex":0.0000012138504,"about_ca_system_score_gemma":0.000012431806,"threshold_uncertainty_score":0.54859346},"labels":[],"label_agreement":null},{"id":"W2593662744","doi":"10.1190/int-2016-0130.1","title":"Seismic reservoir characterization of Duvernay shale with quantitative interpretation and induced seismicity considerations — A case study","year":2017,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Geology; Hydraulic fracturing; Induced seismicity; Reservoir modeling; Seismology; Devonian; Oil shale; Petroleum reservoir; Petrology; Microseism; Unconventional oil; Petroleum engineering; Geochemistry; Paleontology","score_opus":0.033692545100400303,"score_gpt":0.2860074496585935,"score_spread":0.25231490455819316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593662744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831496,0.000010478345,0.015216136,0.0003942382,0.000119944925,0.0004345175,0.00004907651,0.00005483578,0.00057117105],"genre_scores_gemma":[0.9985831,0.000005434431,0.0009889742,0.0003134399,0.000012585536,0.000006321044,0.000047976606,0.0000054448337,0.00003672095],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990213,0.00015244597,0.00027727362,0.00026260453,0.00017318952,0.00011322431],"domain_scores_gemma":[0.99891,0.0001540905,0.0004116185,0.0002758259,0.0001982774,0.00005019149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030109784,0.00013025776,0.00018559334,0.00014187308,0.00040409784,0.00019559654,0.000110337125,0.00004795441,0.0000754947],"category_scores_gemma":[0.0002219666,0.00010959245,0.000025090041,0.00005918307,0.00014831276,0.0010879484,0.000020678646,0.0001266,0.000007712664],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000863104,0.00018955376,0.87247455,0.00010128441,0.0001934723,0.00041943754,0.06174622,0.0010222004,0.006486219,0.00011168668,0.00015034273,0.056241933],"study_design_scores_gemma":[0.000518668,0.0009916447,0.24300976,0.00013449731,0.00005376257,0.000376896,0.0059647886,0.74402475,0.0041713985,0.0005649825,0.000014160349,0.0001746874],"about_ca_topic_score_codex":0.01887541,"about_ca_topic_score_gemma":0.0011606278,"teacher_disagreement_score":0.74300253,"about_ca_system_score_codex":0.000009287202,"about_ca_system_score_gemma":0.00004888946,"threshold_uncertainty_score":0.98765796},"labels":[],"label_agreement":null},{"id":"W2593701556","doi":"10.15530/urtec-2016-2433812","title":"Azimuthal Velocity Analysis of 3-D Pre-Stack Seismic Data for Fracture-Induced Anisotropy in the Altamont-Bluebell Field","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Azimuth; Anisotropy; Stack (abstract data type); Geology; Fracture (geology); Field (mathematics); Physics; Computer science; Geotechnical engineering; Optics; Mathematics","score_opus":0.03657778436526293,"score_gpt":0.2814631055236746,"score_spread":0.24488532115841166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593701556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88730854,0.00009951447,0.097341366,0.011063255,0.00013794788,0.0004668344,0.00089589506,0.00008406182,0.0026025837],"genre_scores_gemma":[0.99017817,0.00003675943,0.00224224,0.0070300596,0.00003187302,0.0000015193566,0.00022052275,0.0000020676516,0.0002568067],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895334,0.000084901054,0.00024385445,0.00029534826,0.00020264911,0.00021991173],"domain_scores_gemma":[0.9983392,0.00078371936,0.000098130426,0.0007052879,0.00003500221,0.000038661143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066772004,0.00010723449,0.0002208179,0.00016422188,0.000066318265,0.000023607454,0.0008177353,0.00007790061,0.0008469462],"category_scores_gemma":[0.00016087272,0.00005275916,0.0000864987,0.00038707815,0.000044587894,0.0002699876,0.000027519116,0.00008565288,0.000008304654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048374644,0.00013366435,0.26188517,0.000048619702,0.0004816844,0.000008694493,0.0011643788,0.00074984005,0.0005431343,0.00018162066,0.3469123,0.38740715],"study_design_scores_gemma":[0.0007407141,0.00044022754,0.17728886,0.000028719991,0.0003090336,0.000002828677,0.00051167724,0.6927085,0.017502502,0.0020396386,0.10809932,0.00032799123],"about_ca_topic_score_codex":0.02446903,"about_ca_topic_score_gemma":0.0017080107,"teacher_disagreement_score":0.69195867,"about_ca_system_score_codex":0.0000040687924,"about_ca_system_score_gemma":0.000042795848,"threshold_uncertainty_score":0.9820271},"labels":[],"label_agreement":null},{"id":"W2593938986","doi":"10.1190/geo2016-0488.1","title":"Initial 4D seismic results after CO<sub>2</sub> injection start-up at the Aquistore storage site","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"SaskPower; Engineering and Physical Sciences Research Council; Natural Resources Canada; Petroleum Technology Research Centre","keywords":"Geophone; Repeatability; Mathematics; Prestack; Statistics; Geology; Seismology","score_opus":0.014589576504635252,"score_gpt":0.23006517365212767,"score_spread":0.21547559714749243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593938986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918505,0.000081596954,0.00017427713,0.00075282226,0.0011759338,0.00015368126,0.00052898395,0.00012950019,0.0051526907],"genre_scores_gemma":[0.99553156,0.000035492725,0.000035437413,0.0023290187,0.0005236822,0.0000033339834,0.0003406199,0.000007658037,0.0011931943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988128,0.00008141935,0.00018128825,0.0003130575,0.00030176848,0.00030968658],"domain_scores_gemma":[0.9988993,0.00007143946,0.00019789697,0.0006958399,0.000056781333,0.0000787908],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002842403,0.00017320235,0.00014482152,0.000042395957,0.0012814469,0.00024796985,0.00032364184,0.000080650985,0.00013005087],"category_scores_gemma":[0.000050733222,0.00012961484,0.00008644871,0.00006484595,0.00036643283,0.00043041102,0.000053958127,0.00025781128,0.0011790573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018367365,0.00006439956,0.03607529,0.000063775784,0.00007752126,0.00015261097,0.005015514,0.0013771732,0.002644005,0.00003196369,0.4788101,0.4738509],"study_design_scores_gemma":[0.0023513746,0.0009345321,0.37740743,0.00015897983,0.00013194213,0.000086315275,0.0005081569,0.060907416,0.10314052,0.005789679,0.44712496,0.0014586934],"about_ca_topic_score_codex":0.0052273986,"about_ca_topic_score_gemma":0.00040762877,"teacher_disagreement_score":0.47239223,"about_ca_system_score_codex":0.000022717424,"about_ca_system_score_gemma":0.000058865953,"threshold_uncertainty_score":0.9995986},"labels":[],"label_agreement":null},{"id":"W2593994951","doi":"10.1190/geo2017-0123-errata.1","title":"<b>To: “Extended Walton third-order elastic coefficients modified by an anisotropic and stress-dependent coordination number,”</b> Jeremy Gallop, <scp>GEOPHYSICS</scp>, <b>78</b>, no. 6, D545–D556, doi: 10.1190/geo2013-0127.1.","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Anisotropy; Order (exchange); Physics; Mathematical physics; Mathematics; Quantum mechanics","score_opus":0.010252976417104842,"score_gpt":0.23348411148122736,"score_spread":0.2232311350641225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593994951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743645,0.00010759629,0.004715309,0.0002967961,0.0011415585,0.0006797908,0.00078048115,0.00044123607,0.017472718],"genre_scores_gemma":[0.9883875,0.00008749698,0.0009856139,0.0007943178,0.00036786884,0.000012267177,0.00091145607,0.000034908004,0.0084185535],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99670774,0.00014406462,0.00042482596,0.0009647859,0.0008169014,0.0009416655],"domain_scores_gemma":[0.9974794,0.00019670068,0.00040319216,0.001023594,0.00043020828,0.00046690385],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030546516,0.0005303569,0.00049834786,0.000108293905,0.0013464567,0.00072529505,0.0009645391,0.00021048686,0.00025726235],"category_scores_gemma":[0.00024767537,0.00050360087,0.00010155466,0.0002301936,0.00030308255,0.0011282532,0.00017141945,0.00042111683,0.0025321373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005323119,0.0027436616,0.27926192,0.0007201881,0.0004941218,0.00014446012,0.0042947833,0.0056348955,0.01567196,0.002248277,0.31420034,0.3740531],"study_design_scores_gemma":[0.005865378,0.0025957115,0.5875021,0.0004330604,0.0004020289,0.000037512164,0.0012305259,0.28509682,0.022124974,0.019284273,0.07310061,0.0023269798],"about_ca_topic_score_codex":0.008710942,"about_ca_topic_score_gemma":0.000070075635,"teacher_disagreement_score":0.3717261,"about_ca_system_score_codex":0.00003149355,"about_ca_system_score_gemma":0.00009851421,"threshold_uncertainty_score":0.9999536},"labels":[],"label_agreement":null},{"id":"W2594644938","doi":"10.37099/mtu.dc.etdr/283","title":"COMPARISON OF THE 2-TERM AND 3-TERM AVO APPROXIMATIONS FOR SEISMIC DATA IN PENOBSCOT AREA, NOVA SCOTIA","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Radon transform; Radon; Geology; Mathematics; Seismology; Mathematical analysis; Physics","score_opus":0.06011339480591734,"score_gpt":0.3177968536224245,"score_spread":0.25768345881650717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594644938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706162,0.00076452276,0.0017235209,0.00065209775,0.0010138642,0.0011369566,0.001534815,0.00006993027,0.022488078],"genre_scores_gemma":[0.9904169,0.00004809293,0.0012462597,0.00020867841,0.000031615764,0.0000017510049,0.0041873795,0.0000061254163,0.0038531993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893075,0.000036153546,0.00035273776,0.00033099702,0.00017502322,0.00017431194],"domain_scores_gemma":[0.9989679,0.00017679892,0.00023846718,0.00053350837,0.0000483384,0.00003500245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025465828,0.00016258196,0.00028741793,0.00014276069,0.000090455724,0.000042209984,0.00064127066,0.00012840326,0.0006557885],"category_scores_gemma":[0.00006452787,0.000097509255,0.00004401217,0.00011132166,0.00008305891,0.00022194366,0.000028324963,0.00014788227,0.00001458261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089616275,0.000060992134,0.8071785,0.0005924066,0.000035039186,4.8514954e-7,0.0010773779,0.00001634685,0.0002975346,0.000081958264,0.04711813,0.14345162],"study_design_scores_gemma":[0.0013182,0.00021462629,0.7257926,0.0020125522,0.0001709854,0.000011139639,0.0030794265,0.23382595,0.01931968,0.0027581917,0.010565908,0.000930772],"about_ca_topic_score_codex":0.0049453755,"about_ca_topic_score_gemma":0.005032498,"teacher_disagreement_score":0.2338096,"about_ca_system_score_codex":0.000004388903,"about_ca_system_score_gemma":0.000085388914,"threshold_uncertainty_score":0.74759614},"labels":[],"label_agreement":null},{"id":"W2595020860","doi":"10.3997/2214-4609.201601238","title":"Interpolation in Presence of Diffracted Energy via a Stolt Dictionary with Sparsity Constraints","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Interpolation (computer graphics); Hyperbola; Radon transform; Computer science; Bilinear interpolation; Constraint (computer-aided design); Algorithm; Diffraction; Image (mathematics); Mathematics; Artificial intelligence; Computer vision; Optics; Geology; Geometry; Physics; Seismology","score_opus":0.013471772484481675,"score_gpt":0.19629140598928224,"score_spread":0.18281963350480057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595020860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88563925,0.00008992226,0.10545678,0.0007463169,0.00009231319,0.000118375916,0.00010375392,0.00007291763,0.007680377],"genre_scores_gemma":[0.9989503,0.00020444293,0.0003246686,0.00021809786,0.000016105932,0.0000014117804,0.000034215776,0.000001660159,0.00024910207],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993297,0.00005978134,0.00016384802,0.00018780226,0.00012593699,0.00013293156],"domain_scores_gemma":[0.99956757,0.00011200738,0.00009637598,0.00009999683,0.00006689892,0.00005713657],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011776293,0.00008729763,0.00012301815,0.00011929651,0.000045877172,0.000013695662,0.00006719086,0.000053470176,0.0015201645],"category_scores_gemma":[0.000023850715,0.000053835836,0.00001585232,0.000086379696,0.00032189622,0.00040055282,0.000010054532,0.00005365006,0.000013485195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021216918,0.00005523038,0.4775687,0.000025072968,0.000013887536,0.000016524675,0.00036649982,0.0000030371853,0.0087082535,0.00070974056,0.0024197865,0.5099011],"study_design_scores_gemma":[0.0017277674,0.000652559,0.94363916,0.0015335858,0.000019256338,0.00007314692,0.0005461366,0.024277922,0.015044433,0.009140356,0.0029072554,0.000438444],"about_ca_topic_score_codex":0.0022229953,"about_ca_topic_score_gemma":0.0002313373,"teacher_disagreement_score":0.50946265,"about_ca_system_score_codex":0.0000040184373,"about_ca_system_score_gemma":0.000049674494,"threshold_uncertainty_score":0.99939257},"labels":[],"label_agreement":null},{"id":"W2595126279","doi":"10.3997/2214-4609.201601225","title":"Experimental Rock Deformation under Micro-CT - Two New Apparatuses for Rock Physics","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Attenuation; Saturation (graph theory); Deformation (meteorology); Geology; Distribution (mathematics); Geotechnical engineering; Mineralogy; Physics; Optics","score_opus":0.036179555689556823,"score_gpt":0.25718376700069284,"score_spread":0.221004211311136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595126279","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.341242,0.0008736302,0.6478516,0.002236693,0.0004285321,0.0005541836,0.00023162401,0.00030765735,0.0062741037],"genre_scores_gemma":[0.99505377,0.00016117212,0.0008847964,0.0015338641,0.00018168558,0.0000050314047,0.00011613818,0.0000043626596,0.0020591568],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924266,0.000026178008,0.00016926228,0.00022344607,0.000111979214,0.0002264604],"domain_scores_gemma":[0.9995647,0.00006872204,0.00008523378,0.00011902202,0.00004920691,0.00011309556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008541491,0.00013924837,0.00013118565,0.00004782904,0.00017769277,0.00008752755,0.000090030844,0.00003479178,0.0010184059],"category_scores_gemma":[0.000010930102,0.00009103179,0.00004890506,0.0000477259,0.000034215886,0.00073024986,0.000011574217,0.00004536493,0.0003838433],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028869658,0.000098127006,0.006153234,0.0000683073,0.000050528695,0.000004347941,0.0010969655,0.0001122876,0.0937524,0.0037625507,0.36470798,0.5299046],"study_design_scores_gemma":[0.0030169,0.00048644913,0.001634839,0.00040603266,0.000033135657,0.0000454434,0.0011338136,0.015138528,0.86777776,0.025339738,0.084287606,0.00069974206],"about_ca_topic_score_codex":0.0007480917,"about_ca_topic_score_gemma":0.000013723158,"teacher_disagreement_score":0.7740254,"about_ca_system_score_codex":0.000008539515,"about_ca_system_score_gemma":0.000077479155,"threshold_uncertainty_score":0.9998948},"labels":[],"label_agreement":null},{"id":"W2595246481","doi":"10.3997/2214-4609.201601439","title":"Constraining Acoustic Impedance Inversion by Seismic-processing Velocities","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Seismic inversion; Inversion (geology); Electrical impedance; Geology; Acoustic impedance; Seismology; Stacking; Data processing; Seismic to simulation; Acoustics; Computer science; Azimuth; Geometry; Engineering; Mathematics; Database","score_opus":0.019762605864537253,"score_gpt":0.21810892773016263,"score_spread":0.19834632186562537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595246481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8119441,0.00218672,0.14088371,0.008888661,0.0005037073,0.00028435962,0.0004232644,0.0006559733,0.034229446],"genre_scores_gemma":[0.9945756,0.0008398978,0.00039586273,0.002442167,0.00006304479,0.0000016141582,0.000042642492,0.0000045124916,0.001634648],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898547,0.000049009872,0.00019229633,0.00030455698,0.00017216796,0.0002965031],"domain_scores_gemma":[0.99947995,0.000098500044,0.00010350886,0.00011477576,0.000076709926,0.00012654765],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021268248,0.000157978,0.00015983211,0.00008109356,0.00026926372,0.000102458136,0.00011456795,0.00008917942,0.001345422],"category_scores_gemma":[0.000047612244,0.00010585684,0.000030912786,0.00007402171,0.00031003408,0.00064689934,0.00001655691,0.00009786221,0.00018120807],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024703178,0.0000068628697,0.004219861,0.0000390154,0.0000059931176,0.0000072398902,0.0004668832,0.0000023516493,0.01470826,0.000052246054,0.06782143,0.91264516],"study_design_scores_gemma":[0.007025075,0.0015325729,0.010675974,0.00840393,0.00019607111,0.00033095753,0.020372996,0.27115843,0.2112687,0.030110857,0.4350115,0.003912949],"about_ca_topic_score_codex":0.0003834861,"about_ca_topic_score_gemma":0.000009910754,"teacher_disagreement_score":0.90873224,"about_ca_system_score_codex":0.000007818122,"about_ca_system_score_gemma":0.00009501907,"threshold_uncertainty_score":0.9995675},"labels":[],"label_agreement":null},{"id":"W2595296728","doi":"10.3997/2214-4609.201601030","title":"Quantifying the Impact of Fault Networks on Induced Seismicity Potential - Geomechanical Tools to Support Social License","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Geology; Workflow; Seismology; Shear (geology); Fault (geology); Spurious relationship; Geomechanics; Geotechnical engineering; Computer science; Petrology","score_opus":0.07174311025195797,"score_gpt":0.29440228977576816,"score_spread":0.2226591795238102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595296728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816231,0.000011323805,0.014275149,0.0023896298,0.00016064562,0.00019780852,0.00014989225,0.00006407734,0.0011283616],"genre_scores_gemma":[0.9976681,0.00008635881,0.00004403366,0.0018696807,0.00015837145,0.0000020958898,0.00003457681,0.0000038975495,0.00013292501],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989114,0.00010867917,0.0002367525,0.00025591967,0.00019486168,0.0002923847],"domain_scores_gemma":[0.9993758,0.00014520234,0.00011390853,0.00015795586,0.00009094093,0.000116152536],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040725034,0.00014926658,0.00019743376,0.00007813097,0.00022799474,0.00008237005,0.00016497777,0.000117316056,0.0016420204],"category_scores_gemma":[0.00006403885,0.00007573803,0.000103529135,0.00010419798,0.00010227829,0.00026566925,0.000026840175,0.0001453505,0.00013226001],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048473335,0.000058045647,0.0042066085,0.000012220222,0.00004574225,0.000015554131,0.00055684545,0.00011247204,0.015886674,0.00051727763,0.06331291,0.9147909],"study_design_scores_gemma":[0.0072101457,0.014380712,0.6937056,0.002047788,0.00023734738,0.00022532814,0.0027368432,0.13463852,0.11207571,0.00950289,0.019808633,0.0034304964],"about_ca_topic_score_codex":0.002134162,"about_ca_topic_score_gemma":0.00002093118,"teacher_disagreement_score":0.91136044,"about_ca_system_score_codex":0.0000087072995,"about_ca_system_score_gemma":0.000081338694,"threshold_uncertainty_score":0.9992706},"labels":[],"label_agreement":null},{"id":"W2595476157","doi":"10.1190/geo2016-0572.1","title":"An efficient coupled acoustic-elastic local solver applied to phase inversion","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Research and Development Corporation of Newfoundland and Labrador; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Solver; Inversion (geology); Reflection (computer programming); Computer science; Phase (matter); Geology; Seismology; Physics","score_opus":0.012761354330109111,"score_gpt":0.24687657081984862,"score_spread":0.2341152164897395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595476157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88431656,0.000008613642,0.111099124,0.00017700913,0.0004833979,0.00020277657,0.000050125574,0.00017195453,0.0034904445],"genre_scores_gemma":[0.9967024,0.0000030872766,0.0012421085,0.001710165,0.00015972265,0.0000013402803,0.00008466189,0.0000055086766,0.00009105316],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989769,0.000014748107,0.00012156631,0.00030453794,0.00027118743,0.00031107714],"domain_scores_gemma":[0.999045,0.00003724322,0.00007878417,0.0005659965,0.000044681543,0.00022829034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014331346,0.0001450461,0.00015481959,0.000053636104,0.00061423297,0.00015059793,0.00047009918,0.000053571424,0.0003363519],"category_scores_gemma":[0.000021649948,0.0001269383,0.000042475447,0.000069619186,0.0001619408,0.00015150053,0.000034045832,0.00012728547,0.0012486674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056718383,0.00050726935,0.003043325,0.0000517985,0.000039256392,0.00005718903,0.0011841613,0.1561045,0.013863978,0.00037666838,0.033516437,0.7906882],"study_design_scores_gemma":[0.0006442005,0.00030455543,0.005884256,0.000018123044,0.00002514774,0.0000015062335,0.0001808298,0.9853799,0.0037903187,0.00056415657,0.002955657,0.0002513726],"about_ca_topic_score_codex":0.0025639576,"about_ca_topic_score_gemma":0.000028757166,"teacher_disagreement_score":0.82927537,"about_ca_system_score_codex":0.000008782337,"about_ca_system_score_gemma":0.00004315211,"threshold_uncertainty_score":0.999529},"labels":[],"label_agreement":null},{"id":"W2595499855","doi":"10.3997/2214-4609.201600713","title":"Julia Application in Calculating Reflectivity from High Order Anisotropic Interface","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Isotropy; Anisotropy; Amplitude; Polarization (electrochemistry); Seismic wave; Slowness; Plane wave; Inversion (geology); Reflection (computer programming); Optics; Algorithm; Computer science; Physics; Geology; Geophysics","score_opus":0.01881449492139291,"score_gpt":0.24384881403248201,"score_spread":0.2250343191110891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595499855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90331864,0.00011762191,0.09218782,0.0015982244,0.00009765726,0.00012591624,0.00006040359,0.00009727352,0.002396445],"genre_scores_gemma":[0.9976276,0.00017375253,0.0013267774,0.0004636276,0.00005140026,0.0000034887648,0.000040006238,0.000002713508,0.0003105956],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99921197,0.000067028326,0.00016215713,0.00028878872,0.000100090074,0.00016995563],"domain_scores_gemma":[0.9995835,0.0000980429,0.00006988053,0.00014264557,0.000048780337,0.000057182075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013371566,0.00010250167,0.0001255072,0.00006808138,0.00007771516,0.000041062725,0.00008020571,0.000071535556,0.0010144488],"category_scores_gemma":[0.000041327417,0.00006899117,0.00001548298,0.000101263,0.00008189004,0.00035360808,0.00001449946,0.00008203413,0.00022978563],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043941967,0.000022459304,0.16269962,0.000011343352,0.000006758119,0.0000041627236,0.00029132853,0.000007893069,0.022790957,0.00041795895,0.0022869916,0.81141657],"study_design_scores_gemma":[0.0020797693,0.00031621553,0.82105136,0.00085868547,0.000023135353,0.0000093387025,0.00044341758,0.028719122,0.072524026,0.04964392,0.02352279,0.0008082438],"about_ca_topic_score_codex":0.015342764,"about_ca_topic_score_gemma":0.0006725669,"teacher_disagreement_score":0.8106083,"about_ca_system_score_codex":0.00001004784,"about_ca_system_score_gemma":0.000034501714,"threshold_uncertainty_score":0.99989873},"labels":[],"label_agreement":null},{"id":"W2595562839","doi":"","title":"Evidence for pervasive melt-rock reaction within the uppermost mantle at Hess Deep","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mantle (geology); Geology; Geochemistry","score_opus":0.06971206536722498,"score_gpt":0.2715899851061169,"score_spread":0.20187791973889196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595562839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846912,0.001096345,0.00007856497,0.0025337907,0.0007193004,0.00032346655,0.000015407724,0.00019349052,0.010348455],"genre_scores_gemma":[0.99534845,0.00007608584,0.0018060002,0.0017542808,0.00019714117,0.0000063055445,0.000055288743,0.000007935135,0.00074850186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986843,0.00008135998,0.00028161838,0.00030770223,0.0003356093,0.00030941895],"domain_scores_gemma":[0.99840075,0.00080233417,0.0002367226,0.00026329944,0.00014575847,0.0001511566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013235529,0.00015644221,0.00014427703,0.000047010148,0.00039631277,0.00009001335,0.00032359446,0.00008428749,0.000012185913],"category_scores_gemma":[0.0013205927,0.000107492284,0.000068204616,0.00010706851,0.00006154002,0.00035736023,0.000025021061,0.00018283183,0.0003565988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011648312,0.00010871993,0.5642235,0.00029145248,0.00014556342,0.000097970114,0.013401178,0.046518512,0.0041252887,0.000091643415,0.24626195,0.12356934],"study_design_scores_gemma":[0.001934553,0.0013093607,0.38608834,0.0021452187,0.0003043399,0.0005637016,0.016567955,0.28658795,0.10561638,0.0062316344,0.19065309,0.0019974804],"about_ca_topic_score_codex":0.03336631,"about_ca_topic_score_gemma":0.005258573,"teacher_disagreement_score":0.24006943,"about_ca_system_score_codex":0.000030030747,"about_ca_system_score_gemma":0.00007389348,"threshold_uncertainty_score":0.97307056},"labels":[],"label_agreement":null},{"id":"W2595960009","doi":"10.3997/2214-4609.201601197","title":"Least Squares Reverse Time Migration with Model Space Preconditioning and Exact Forward/Adjoint Pairs","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Space (punctuation); Applied mathematics; Mathematical optimization; Algorithm; Mathematics","score_opus":0.013975445454808118,"score_gpt":0.1950266103040172,"score_spread":0.18105116484920908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595960009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9126151,0.00023172276,0.06596712,0.007965725,0.000077091434,0.0003433446,0.00025930055,0.00027896094,0.012261623],"genre_scores_gemma":[0.9933523,0.00046818276,0.0016278483,0.00060584216,0.00003726551,0.0000038300223,0.00007778673,0.000004500682,0.0038224552],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918175,0.000046663277,0.00014226322,0.0002918059,0.00013935418,0.0001981582],"domain_scores_gemma":[0.9995344,0.00006147278,0.00009055555,0.0001254091,0.000070566,0.00011755044],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018808148,0.00014203262,0.00014285425,0.00009228963,0.00019084901,0.00009445751,0.00005240496,0.00006429363,0.0014450355],"category_scores_gemma":[0.000026253234,0.00008672843,0.000023727855,0.000049714312,0.00018081751,0.00078139006,0.0000099633335,0.00006890086,0.00015018212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006168611,0.00008361267,0.087339096,0.00020009425,0.00008811139,0.000031702555,0.0029606905,0.00030089563,0.014689839,0.0019566738,0.29436314,0.5973693],"study_design_scores_gemma":[0.0069831363,0.0036193258,0.11491797,0.0066609425,0.000278859,0.00043809542,0.004376461,0.7054712,0.056259044,0.039628595,0.057910997,0.003455349],"about_ca_topic_score_codex":0.00059491995,"about_ca_topic_score_gemma":0.00010704147,"teacher_disagreement_score":0.70517033,"about_ca_system_score_codex":0.0000058357145,"about_ca_system_score_gemma":0.000057732643,"threshold_uncertainty_score":0.9994678},"labels":[],"label_agreement":null},{"id":"W2596094530","doi":"10.3997/2214-4609.201600756","title":"The Potential for Predicting Production by Characterizing Fluid Flow and Drainage Patterns Using Microseismicity","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Geology; Hydraulic fracturing; Induced seismicity; Fracture (geology); Flow (mathematics); Geomechanics; Geotechnical engineering; Seismology; Petroleum engineering; Petrology; Mechanics","score_opus":0.01686418277568803,"score_gpt":0.2163241663508315,"score_spread":0.19945998357514347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596094530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9464074,0.00024673008,0.048796065,0.0034515862,0.00034383766,0.0002568032,0.00029888167,0.00007597516,0.00012273235],"genre_scores_gemma":[0.99753064,0.0008216002,0.00045527876,0.00055647455,0.00018391406,0.0000037324508,0.00006110648,0.000004269558,0.00038300856],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917185,0.000052063995,0.00016642913,0.00027841522,0.00009353683,0.0002377015],"domain_scores_gemma":[0.99958605,0.000082390616,0.000093666175,0.00010739125,0.00006587588,0.00006465034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036935235,0.00011447885,0.00010234531,0.00003622077,0.00060552167,0.00015394247,0.000068237445,0.00005558338,0.00006689772],"category_scores_gemma":[0.000061227605,0.000066531305,0.00002727383,0.000028796372,0.00015279137,0.0005351225,0.000016078573,0.000059045076,0.000005231558],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011134462,0.000012185757,0.0104551865,0.000060394228,0.00001787184,0.0000020241523,0.0003353487,0.000002201249,0.30901274,0.00004826984,0.0076266737,0.6723158],"study_design_scores_gemma":[0.0033113894,0.00091594533,0.060521454,0.00256071,0.00017564435,0.00031509073,0.0026675977,0.35736302,0.4451549,0.0113701485,0.113911115,0.0017329804],"about_ca_topic_score_codex":0.00045907477,"about_ca_topic_score_gemma":0.000009765458,"teacher_disagreement_score":0.6705828,"about_ca_system_score_codex":0.000005328498,"about_ca_system_score_gemma":0.000025486057,"threshold_uncertainty_score":0.46572444},"labels":[],"label_agreement":null},{"id":"W2596442355","doi":"10.3997/2214-4609.201601413","title":"Least-squares Migration via a Gradient Projection Method - Application to Seismic Data Deblending","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Projection (relational algebra); Algorithm; Least-squares function approximation; Artificial intelligence; Computer vision; Mathematics","score_opus":0.03925997378787764,"score_gpt":0.27650137241835065,"score_spread":0.237241398630473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596442355","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04677339,0.000080257574,0.94565994,0.0052961996,0.00015977026,0.0003743079,0.00015084248,0.00018415065,0.0013211691],"genre_scores_gemma":[0.9913582,0.00024511156,0.006333961,0.0011490538,0.00010919016,0.000013691327,0.00030676537,0.0000046117566,0.00047937757],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988116,0.00009950741,0.00020994566,0.00048400194,0.00017237841,0.00022255896],"domain_scores_gemma":[0.99927574,0.000085117754,0.0000958834,0.00034586398,0.00007607932,0.00012132216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004666721,0.00013746036,0.00013077357,0.00016930474,0.00020375356,0.00007918766,0.00019064258,0.000066971756,0.0003289394],"category_scores_gemma":[0.000050202565,0.00009229698,0.000022471337,0.00014840477,0.00005005238,0.0007596436,0.000034463483,0.00006627499,0.0002999058],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003590206,0.000011264631,0.002974217,0.0000147264545,0.000005541013,9.3605524e-7,0.00019910563,0.000007659797,0.0075519583,0.0001454177,0.011473174,0.9775801],"study_design_scores_gemma":[0.0010061366,0.0006539309,0.020290608,0.00066590955,0.00007150174,0.00010217851,0.0007762665,0.60819083,0.04586336,0.012299598,0.30917478,0.00090488855],"about_ca_topic_score_codex":0.0041722246,"about_ca_topic_score_gemma":0.00033813508,"teacher_disagreement_score":0.9766752,"about_ca_system_score_codex":0.0000120198565,"about_ca_system_score_gemma":0.000047144134,"threshold_uncertainty_score":0.6307183},"labels":[],"label_agreement":null},{"id":"W2596635816","doi":"10.3997/2214-4609.201601416","title":"3D Anisotropic Full Waveform Modeling with an Enhanced OASES Workflow for Complex Source-receiver Geometries","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Massachusetts Institute of Technology","keywords":"Seismogram; Microseism; Computer science; Waveform; Workflow; Ray tracing (physics); Consistency (knowledge bases); Algorithm; Acoustics; Geology; Seismology; Physics; Optics; Database; Telecommunications; Artificial intelligence","score_opus":0.03725033528733571,"score_gpt":0.23231298851732043,"score_spread":0.19506265322998473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596635816","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4211481,0.00006364046,0.5762917,0.00046686528,0.000063951986,0.00019561159,0.00009510936,0.00014705869,0.0015279893],"genre_scores_gemma":[0.9890049,0.00034624798,0.008903315,0.0007774176,0.00010513338,0.000007509554,0.00015771965,0.000006901371,0.0006908175],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894637,0.000028448889,0.00018958242,0.0003490424,0.00016448647,0.00032205175],"domain_scores_gemma":[0.9993392,0.00010459781,0.00008109038,0.00018239372,0.00015134086,0.00014138056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014884933,0.00017798452,0.00020044361,0.00013887511,0.00028085473,0.00011076852,0.00012477014,0.000073663934,0.0019490918],"category_scores_gemma":[0.00003132849,0.000103483435,0.00003654451,0.00010072842,0.00018373413,0.0007197238,0.000010734444,0.000060042436,0.00008684281],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052060344,0.00003072241,0.0017292213,0.000040566512,0.000022422688,0.0000027085155,0.0003694033,0.00011830874,0.005060484,0.00021139182,0.0018379011,0.9900563],"study_design_scores_gemma":[0.0068289875,0.0072573344,0.007291613,0.001990984,0.00016169336,0.000083623876,0.0026971248,0.8303573,0.05053993,0.024956094,0.0654478,0.0023875327],"about_ca_topic_score_codex":0.0006108069,"about_ca_topic_score_gemma":0.0001615394,"teacher_disagreement_score":0.98766875,"about_ca_system_score_codex":0.0000068409386,"about_ca_system_score_gemma":0.00005826009,"threshold_uncertainty_score":0.99896324},"labels":[],"label_agreement":null},{"id":"W2596814241","doi":"10.3997/2214-4609.201601570","title":"Effects of Fracture Intersections on Seismic Dispersion - Theoretical Predictions Versus Numerical Simulations","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mechanics; Porosity; Anisotropy; Fracture (geology); Porous medium; Slip (aerodynamics); Matrix (chemical analysis); Limit (mathematics); Dispersion (optics); Low frequency; Materials science; Geotechnical engineering; Geology; Mathematics; Physics; Mathematical analysis; Composite material; Thermodynamics; Optics","score_opus":0.010862395918584549,"score_gpt":0.22847867187099186,"score_spread":0.21761627595240732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596814241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65421855,0.00014452124,0.3267119,0.0070752962,0.0010095098,0.00043697722,0.0003538393,0.0003065888,0.009742809],"genre_scores_gemma":[0.9987237,0.00019258427,0.00012181199,0.0006606401,0.000071653354,0.000002162874,0.000041692412,0.000003384257,0.00018240488],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923444,0.00007646631,0.0001574116,0.00022184521,0.00014966149,0.00016018453],"domain_scores_gemma":[0.99903125,0.0006132761,0.00006301565,0.00013118418,0.000057463974,0.00010381607],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006833892,0.000116417315,0.00013075014,0.00011404837,0.00016353121,0.000022882421,0.000075709046,0.00009037149,0.002339597],"category_scores_gemma":[0.00012317773,0.00007103972,0.00005386387,0.00009155755,0.00030497403,0.00022559027,0.000010772253,0.00011403137,0.00010775568],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003583889,0.00087936135,0.028891008,0.00031744683,0.00031145185,0.0000453487,0.0032302889,0.002254715,0.020617925,0.044950426,0.13732779,0.75759035],"study_design_scores_gemma":[0.012711904,0.009126548,0.13587047,0.0045589474,0.0005203617,0.000061060506,0.0016464709,0.50564986,0.15549879,0.06221154,0.110025294,0.0021187193],"about_ca_topic_score_codex":0.00023425036,"about_ca_topic_score_gemma":0.0000054287443,"teacher_disagreement_score":0.75547165,"about_ca_system_score_codex":0.000007872155,"about_ca_system_score_gemma":0.000032747397,"threshold_uncertainty_score":0.9985724},"labels":[],"label_agreement":null},{"id":"W2596997006","doi":"10.1190/geo2016-0448.1","title":"Processing and quality-control strategies for consistent time-lapse seismic attributes: A case history on an internal blowout using vintage data","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vintage; Geology; Prestack; Data processing; Reflection (computer programming); Quality (philosophy); Data quality; Multiple; Well control; Control (management); Seismology; Attenuation; Computer science; Remote sensing; Artificial intelligence; Drilling; Engineering; Database; Geography; Operations management; Mathematics; Optics","score_opus":0.10180241122148362,"score_gpt":0.3095766685176468,"score_spread":0.2077742572961632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596997006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98748964,0.00028829006,0.00992916,0.00019954533,0.0002357932,0.00025464944,0.0007588425,0.00010041476,0.000743658],"genre_scores_gemma":[0.9960794,0.0000066279717,0.001866483,0.0014795909,0.00018013341,0.000001292972,0.00017028216,0.0000068046443,0.00020941347],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898607,0.00006460519,0.00018955073,0.0003825858,0.00013888083,0.000238312],"domain_scores_gemma":[0.9988353,0.00010932639,0.00023713289,0.0006584879,0.00006195954,0.00009775552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004607886,0.00015727365,0.00021959472,0.000042151874,0.0005467843,0.00031311784,0.00041419707,0.000051098625,0.000035698158],"category_scores_gemma":[0.0000620026,0.00013977886,0.00003792499,0.000015344638,0.00024443193,0.0011182384,0.000042642598,0.00013788852,0.000014836768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012726767,0.00039743225,0.02586282,0.0009707287,0.00027154118,0.0009602473,0.004709944,0.0028889452,0.0038555164,0.0007926324,0.026365468,0.93165207],"study_design_scores_gemma":[0.00076346,0.0002491759,0.0014715376,0.00012243184,0.00007356042,0.00015495147,0.0007741138,0.9850498,0.0001625067,0.0017711147,0.00909861,0.00030874374],"about_ca_topic_score_codex":0.013037462,"about_ca_topic_score_gemma":0.00010986035,"teacher_disagreement_score":0.98216087,"about_ca_system_score_codex":0.000020679094,"about_ca_system_score_gemma":0.00016911527,"threshold_uncertainty_score":0.9935348},"labels":[],"label_agreement":null},{"id":"W2597278079","doi":"10.1190/segam2016-13779054.1","title":"Using depletion-zone microseismicity to understand producing volumes","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Geology; Computer science; Seismology","score_opus":0.038611064379624346,"score_gpt":0.24469750229773848,"score_spread":0.20608643791811415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597278079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7849952,0.0000565113,0.20731696,0.003847283,0.00020096119,0.00013165183,0.000018921406,0.00021333132,0.003219195],"genre_scores_gemma":[0.9684155,0.000012712302,0.0246917,0.0040676915,0.00007268359,1.4604738e-7,0.0000033113363,0.0000033570439,0.002732899],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991828,0.00003090972,0.00013006007,0.00026980578,0.00014046101,0.00024591808],"domain_scores_gemma":[0.9995958,0.00005267006,0.000030714134,0.00018064532,0.00003557835,0.00010455587],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023767013,0.00009317904,0.000098764496,0.000096876676,0.00015858082,0.000044611097,0.00013126776,0.000032945296,0.001715667],"category_scores_gemma":[0.000048553073,0.000057885238,0.00003137166,0.0001518336,0.00006115611,0.00021185669,0.000013274359,0.000039419745,0.0003298635],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006959198,0.00002592225,0.39069346,0.000022361774,0.000026090634,0.000010620906,0.0008462978,0.00033592756,0.034173556,0.00012463928,0.16706833,0.40660322],"study_design_scores_gemma":[0.001508158,0.000574765,0.118854545,0.000561719,0.00006065408,0.00019267703,0.0030221636,0.09513053,0.415153,0.00695154,0.35596895,0.002021284],"about_ca_topic_score_codex":0.010830212,"about_ca_topic_score_gemma":0.0001722203,"teacher_disagreement_score":0.40458193,"about_ca_system_score_codex":0.00001574636,"about_ca_system_score_gemma":0.000035628524,"threshold_uncertainty_score":0.9991969},"labels":[],"label_agreement":null},{"id":"W2597325747","doi":"10.1190/geo2016-0520.1","title":"Sparse reflectivity inversion for nonstationary seismic data with surface-related multiples: Numerical and field-data experiments","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; University of British Columbia; National Natural Science Foundation of China; National Science Foundation","keywords":"Multiple; Wavelet; Algorithm; Inversion (geology); Amplitude; Computer science; Context (archaeology); Optics; Mathematics; Geology; Physics; Seismology; Arithmetic; Artificial intelligence","score_opus":0.0700988761894967,"score_gpt":0.3033878865927192,"score_spread":0.2332890104032225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597325747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832444,0.00011867764,0.011791779,0.0016031486,0.00028524705,0.00038427615,0.00088149146,0.00011962528,0.0015713575],"genre_scores_gemma":[0.9828798,0.000058520807,0.014698607,0.0007734228,0.000039531773,7.1352645e-7,0.0014191329,0.0000047565077,0.00012550368],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991197,0.000030985146,0.00010136895,0.00042297872,0.0001453574,0.00017960275],"domain_scores_gemma":[0.9984596,0.00016508368,0.00011751081,0.0011448177,0.000028958844,0.000084024774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017197334,0.00011453021,0.00013445628,0.000020527283,0.0005209364,0.00009683746,0.00069891405,0.000050905815,0.000043397427],"category_scores_gemma":[0.000095816256,0.00009353889,0.000013515008,0.000044540135,0.00012006994,0.0009843626,0.0001815233,0.00010855422,0.00002634765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071667065,0.00018429963,0.27399987,0.00009587588,0.0001622946,0.00003254331,0.0011640501,0.0007528778,0.000584576,0.000044822977,0.122669585,0.59959257],"study_design_scores_gemma":[0.00063586654,0.00020184311,0.010666523,0.00003898511,0.00002756634,0.000006053052,0.00020545683,0.9739838,0.0015236976,0.0008670825,0.011634086,0.00020903353],"about_ca_topic_score_codex":0.0073135337,"about_ca_topic_score_gemma":0.000028206094,"teacher_disagreement_score":0.97323096,"about_ca_system_score_codex":0.0000032319476,"about_ca_system_score_gemma":0.00006008107,"threshold_uncertainty_score":0.99929684},"labels":[],"label_agreement":null},{"id":"W2598791625","doi":"10.1190/geo2016-0391.1","title":"Elastic least-squares one-way wave-equation migration","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Alberta Environment and Protected Areas","funders":"University of Alberta","keywords":"Extrapolation; Seismic migration; Least-squares function approximation; Wave equation; Operator (biology); Smoothing; Interpolation (computer graphics); Mathematical analysis; Algorithm; Mathematics; Computer science; Geology; Image (mathematics); Geophysics; Computer vision","score_opus":0.03887143410349488,"score_gpt":0.225225532382192,"score_spread":0.18635409827869712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598791625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9539994,0.000072194765,0.018160269,0.002619871,0.0008034347,0.00018490526,0.000045283836,0.00023759987,0.023877062],"genre_scores_gemma":[0.99705,0.000039578732,0.0014381746,0.0004319462,0.00023677785,9.2697064e-7,0.00010778835,0.000002890652,0.00069195544],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99934554,0.000024481871,0.000103460436,0.00016611707,0.00019625356,0.00016414929],"domain_scores_gemma":[0.9994257,0.00003959238,0.000116659656,0.0003232812,0.000046409154,0.000048361806],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000112719,0.000086674474,0.000091094946,0.00003371644,0.00049031695,0.0001761345,0.00018081804,0.000040715364,0.00031314252],"category_scores_gemma":[0.000055716017,0.000078565536,0.000042587722,0.00003646628,0.00008110086,0.00048978714,0.000011262502,0.000090819485,0.0008547307],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041680032,0.00005028527,0.09586946,0.00003919105,0.000026059626,0.000007695396,0.00062171306,0.00046095398,0.0006861672,0.0015718036,0.01820907,0.88241595],"study_design_scores_gemma":[0.00024960525,0.00017302681,0.6899963,0.000057154793,0.000030876094,0.0000032711466,0.00011292509,0.25325307,0.0052514346,0.03197227,0.018590089,0.00030998522],"about_ca_topic_score_codex":0.0065651424,"about_ca_topic_score_gemma":0.00013415463,"teacher_disagreement_score":0.88210595,"about_ca_system_score_codex":0.000003825718,"about_ca_system_score_gemma":0.000022327944,"threshold_uncertainty_score":0.9999232},"labels":[],"label_agreement":null},{"id":"W2599938587","doi":"10.1139/cjes-2016-0133","title":"Great Plains polygonal fault system as expressed in Saskatchewan: Late Cretaceous fault initiation and graben formation","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Graben; Cretaceous; Fault (geology); Paleontology; Isopach map; Tectonics; Seismology; Facies; Structural basin","score_opus":0.02040582348195725,"score_gpt":0.22491175364789043,"score_spread":0.2045059301659332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599938587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901944,0.00045136528,0.00007820032,0.001098235,0.00032172722,0.00007456873,0.00003730498,0.000009744718,0.0077344514],"genre_scores_gemma":[0.99887085,0.000045524124,0.0005639625,0.00034014165,0.000060439896,2.1959576e-7,0.0000048103966,0.0000016080962,0.00011245851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898183,0.000062660205,0.00027342353,0.00013178565,0.00026519384,0.00028509158],"domain_scores_gemma":[0.9991022,0.000051977942,0.00032356157,0.00010997097,0.00008019748,0.00033210852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008337481,0.000095128285,0.00015632767,0.00038404323,0.00081286696,0.000516709,0.00038575375,0.000049252983,0.00013112527],"category_scores_gemma":[0.0001377233,0.00007579777,0.0000352538,0.000114823444,0.00034946596,0.0015841342,0.0000061632845,0.00015451857,0.000016396425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050813476,0.0000061055234,0.90500534,0.00007227877,0.00001645034,0.0006130488,0.0059194863,0.0028789085,0.00024147193,0.00017215808,0.0015179993,0.08350593],"study_design_scores_gemma":[0.0012536732,0.000867433,0.80921406,0.0009783257,0.000031538988,0.0015829069,0.015726859,0.14220594,0.0053495937,0.002735859,0.019470511,0.00058333203],"about_ca_topic_score_codex":0.07539772,"about_ca_topic_score_gemma":0.17530131,"teacher_disagreement_score":0.13932702,"about_ca_system_score_codex":0.0000062211816,"about_ca_system_score_gemma":0.0006324342,"threshold_uncertainty_score":0.9307593},"labels":[],"label_agreement":null},{"id":"W2600878302","doi":"","title":"Remote Dynamic Triggering of Earthquakes in Three Canadian Shale Gas Basins Based on a Multi-station Matched-filter Approach with Dense Station Coverage","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Filter (signal processing); Geology; Shale gas; Seismology; Meteorology; Oil shale; Remote sensing; Geography; Computer science","score_opus":0.028563381129437862,"score_gpt":0.22893189283818827,"score_spread":0.20036851170875042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600878302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891417,0.000030594867,0.0024954213,0.00022096376,0.000059088037,0.00023436465,0.00007521646,0.00006577676,0.0076768924],"genre_scores_gemma":[0.9718973,0.00000580817,0.027343586,0.00045500015,0.000011414091,0.0000010862063,0.00023792642,0.000009306121,0.00003857435],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874306,0.00007922656,0.00028916958,0.00027160623,0.0003050377,0.00031191707],"domain_scores_gemma":[0.999232,0.00014583133,0.00017150649,0.00018067136,0.000081814425,0.0001881996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007580336,0.00015468706,0.00017995569,0.00031319202,0.000068855115,0.000051745385,0.00012278433,0.00007541538,0.0000065703493],"category_scores_gemma":[0.00017655642,0.00013574312,0.0000280056,0.00021373961,0.000049221617,0.00020667419,0.0000031610336,0.0001873893,0.000021582424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002451894,0.00006816541,0.41805473,0.000091524744,0.00001154183,0.00008870759,0.0017569761,0.52150995,0.00006601954,0.0000018802308,0.00026073703,0.057844583],"study_design_scores_gemma":[0.000622245,0.00014003682,0.31924728,0.00018966837,0.000006889377,0.0000069171356,0.0003345259,0.67864555,0.00041917362,0.00007982695,0.00015639956,0.00015146575],"about_ca_topic_score_codex":0.7487281,"about_ca_topic_score_gemma":0.7008393,"teacher_disagreement_score":0.15713564,"about_ca_system_score_codex":0.000047781472,"about_ca_system_score_gemma":0.00025460756,"threshold_uncertainty_score":0.5535444},"labels":[],"label_agreement":null},{"id":"W2601315580","doi":"10.1111/1365-2478.12527","title":"Constructing a discrete fracture network constrained by seismic inversion data","year":2017,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Geology; Amplitude versus offset; Seismic inversion; Anisotropy; Azimuth; Permeability (electromagnetism); Environmental geology; Engineering geology; Fracture (geology); Offset (computer science); Seismic to simulation; Seismic anisotropy; Hydrogeology; Fluid dynamics; Reservoir modeling; Regional geology; Amplitude; Seismology; Geophysics; Geotechnical engineering; Computer science; Mechanics; Geometry; Mathematics","score_opus":0.01731268086848919,"score_gpt":0.24627277868514028,"score_spread":0.22896009781665108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601315580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8323171,0.0005739957,0.022164693,0.017690368,0.0026553762,0.0011364238,0.00095619546,0.0016004331,0.12090541],"genre_scores_gemma":[0.9933851,0.000009287541,0.0035372446,0.0017309323,0.0006495145,5.6643177e-7,0.00039787442,0.000007391188,0.00028211978],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984361,0.00004729276,0.00021387813,0.00055873155,0.00026083426,0.00048319853],"domain_scores_gemma":[0.9984168,0.0001479761,0.00030761713,0.00095633895,0.000034487046,0.00013678058],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00036628352,0.00019559199,0.00025098858,0.00002172691,0.0015288747,0.0003929188,0.0009892227,0.00008749208,0.00028741133],"category_scores_gemma":[0.0002826302,0.00016524259,0.000058364672,0.000074733,0.0004109134,0.0008420418,0.00019385274,0.0004729433,0.00013590314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005735847,0.000023572436,0.48824105,0.00004526775,0.00006219272,0.000037574613,0.0001867205,0.0003273258,0.00014314879,0.00024965368,0.17486404,0.3357621],"study_design_scores_gemma":[0.00074553076,0.00012987037,0.018947763,0.00020329867,0.000054448992,0.000043610664,0.0008640791,0.9249455,0.001703502,0.014385504,0.037269905,0.000707038],"about_ca_topic_score_codex":0.008154632,"about_ca_topic_score_gemma":0.00004075148,"teacher_disagreement_score":0.9246181,"about_ca_system_score_codex":0.000010395,"about_ca_system_score_gemma":0.00003968838,"threshold_uncertainty_score":0.999771},"labels":[],"label_agreement":null},{"id":"W2604120466","doi":"10.3997/1365-2397.34.9.86740","title":"Constraining a 3D anisotropic tomography inversion with 800 wells – A Canadian oil sands case history","year":2016,"lang":"en","type":"article","venue":"First Break","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Oil sands; Inversion (geology); Asphalt; Gemology; Borehole; Environmental geology; Economic geology; Geophysical imaging; Anisotropy; Reservoir modeling; Petrology; Petroleum engineering; Mineralogy; Engineering geology; Geomorphology; Structural basin; Hydrogeology; Geotechnical engineering; Geophysics; Seismology; Tectonics; Volcanism","score_opus":0.010622577947601334,"score_gpt":0.1645493106121012,"score_spread":0.15392673266449988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604120466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7828299,0.0012893806,0.00025780246,0.006181245,0.00090971333,0.00016843554,0.00038486195,0.00052964006,0.20744903],"genre_scores_gemma":[0.99416596,0.00007643541,0.0012602457,0.0029151028,0.00006227619,0.0000012805907,0.000025145755,0.0000057908273,0.0014877578],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905396,0.000034573168,0.00012353424,0.00026825516,0.00015099169,0.00036871358],"domain_scores_gemma":[0.9992987,0.00007673561,0.00005663023,0.0002072579,0.00003571867,0.0003249412],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001165479,0.00014738982,0.00013588682,0.0002725484,0.00023735194,0.000022898088,0.00014374164,0.000074911775,0.0054145586],"category_scores_gemma":[0.000013509334,0.00009642848,0.000047936235,0.00015444659,0.00026192836,0.00021857418,0.000006588375,0.00009512633,0.00022224731],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005745536,0.000012659119,0.38492164,0.000036802485,0.000036080884,0.002618725,0.0010239173,0.000007686915,0.00002342717,0.000036411424,0.2800798,0.33114538],"study_design_scores_gemma":[0.00053287385,0.00019875167,0.006006142,0.00016787792,0.000019966335,0.0015124421,0.00026409194,0.0010511014,0.00011145956,0.000027720107,0.9898347,0.00027284404],"about_ca_topic_score_codex":0.518898,"about_ca_topic_score_gemma":0.1451948,"teacher_disagreement_score":0.7097549,"about_ca_system_score_codex":0.000063502244,"about_ca_system_score_gemma":0.00025133588,"threshold_uncertainty_score":0.9954946},"labels":[],"label_agreement":null},{"id":"W2604524244","doi":"","title":"American Geophysical Union Joint Meeting, Montreal, Canada","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Joint (building); Political science; Geography; Engineering","score_opus":0.006786291268796242,"score_gpt":0.17943621247402028,"score_spread":0.17264992120522404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604524244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85481703,0.000050766652,0.0006982538,0.006777368,0.00019729947,0.000075147145,0.000017296137,0.00023923827,0.1371276],"genre_scores_gemma":[0.9926589,0.000020868092,0.0015783656,0.005079834,0.000051344352,2.319771e-7,0.000027194514,0.0000017722417,0.00058146357],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993611,0.00002522192,0.00009526725,0.0001453862,0.00018043173,0.00019262265],"domain_scores_gemma":[0.99971175,0.000018089964,0.00003846837,0.00011459373,0.000017972125,0.000099099154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080307545,0.00007642062,0.00009977928,0.000028116747,0.00008776116,0.000019552795,0.00009735176,0.000011944372,0.00033969374],"category_scores_gemma":[0.000013758944,0.000057932146,0.000025616906,0.00012436634,0.00007296184,0.00006476846,0.0000059729564,0.00007516449,0.00006624009],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014657256,0.000036786398,0.06329883,0.000008982803,0.000020498197,0.000062860316,0.00016260809,0.0027206824,0.00013545259,0.00027737085,0.335588,0.59767324],"study_design_scores_gemma":[0.00053177396,0.0003997099,0.74173737,0.000049210368,0.000017365908,0.000032585936,0.0012000096,0.017276553,0.020538364,0.00529765,0.21228185,0.0006375485],"about_ca_topic_score_codex":0.9991725,"about_ca_topic_score_gemma":0.9291908,"teacher_disagreement_score":0.67843854,"about_ca_system_score_codex":0.000015203928,"about_ca_system_score_gemma":0.00017332035,"threshold_uncertainty_score":0.37194082},"labels":[],"label_agreement":null},{"id":"W2604714654","doi":"10.1190/geo2016-0076.1","title":"Low-cost time-lapse seismic with distributed compressive sensing — Part 1: Exploiting common information among the vintages","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; SENAI CIMATEC","keywords":"Prestack; Computer science; Grid; Baseline (sea); Compressed sensing; Data quality; Projection (relational algebra); Geology; Real-time computing; Data mining; Algorithm; Seismology; Geodesy; Engineering","score_opus":0.009399449639184484,"score_gpt":0.2017339542981195,"score_spread":0.192334504658935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604714654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889934,0.0000084745525,0.004461267,0.0006732458,0.00017782427,0.00025855255,0.00020788655,0.00016750625,0.0050518187],"genre_scores_gemma":[0.99793106,0.000010194746,0.00018208985,0.0010427347,0.00011492492,0.0000012188013,0.0006309708,0.0000036968663,0.00008308759],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992006,0.0000491376,0.00015810417,0.00012546059,0.00021628018,0.00025044382],"domain_scores_gemma":[0.9990128,0.000096443175,0.0003105164,0.0004498632,0.00007192754,0.000058421647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015708571,0.00013978226,0.00014652999,0.000023889277,0.0011569171,0.0004429223,0.00033204287,0.00003871545,0.00005098221],"category_scores_gemma":[0.000031564836,0.00009156322,0.000040268274,0.00006107582,0.00028626178,0.001277472,0.00003963922,0.00020801403,0.0002719902],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001066858,0.000027836788,0.13644822,0.000063146595,0.0000729393,0.000034754154,0.0018656243,0.0077533717,0.000070444716,0.000041761843,0.051886417,0.80162877],"study_design_scores_gemma":[0.00058780354,0.0001033667,0.24602617,0.00039710538,0.000058888654,0.000024188874,0.0015308199,0.7069148,0.011301432,0.00152176,0.030993551,0.00054011773],"about_ca_topic_score_codex":0.0052113864,"about_ca_topic_score_gemma":0.000040631774,"teacher_disagreement_score":0.8010887,"about_ca_system_score_codex":0.0000065075,"about_ca_system_score_gemma":0.000023541115,"threshold_uncertainty_score":0.8898187},"labels":[],"label_agreement":null},{"id":"W2604717288","doi":"10.1111/1365-2478.12533","title":"A model‐based data‐driven dictionary learning for seismic data representation","year":2017,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fourier transform; Scaling; Curvature; Gaussian; Frequency domain; Mathematics; Interpolation (computer graphics); Linear interpolation; Mathematical analysis; Algorithm; Computer science; Geometry; Physics","score_opus":0.0993915385018662,"score_gpt":0.32255144126122304,"score_spread":0.22315990275935682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604717288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5058475,0.00010484363,0.4689455,0.007032114,0.0010126114,0.0013768283,0.0009770283,0.001281388,0.013422152],"genre_scores_gemma":[0.9799183,0.0000048488323,0.016913302,0.00035325202,0.00037952475,0.0000030220963,0.0020380649,0.000007008984,0.00038267317],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876475,0.000029949466,0.00015723145,0.0005990625,0.00020493788,0.00024404332],"domain_scores_gemma":[0.99816865,0.00016147664,0.00019346917,0.0013696732,0.000046147496,0.00006055654],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034037526,0.0001085758,0.00014269832,0.000036005935,0.0013388586,0.00023313554,0.0011517877,0.00004102013,0.000033386197],"category_scores_gemma":[0.00052542525,0.0001004608,0.000037488324,0.00004945815,0.000096481315,0.0011986623,0.00020068922,0.00022744264,0.00004949976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016366754,0.00008454845,0.2814256,0.000084625404,0.000053196924,0.000010610364,0.00022993922,0.16238374,0.00044986044,0.0001437882,0.025539933,0.5294305],"study_design_scores_gemma":[0.00023684435,0.00004881772,0.015730297,0.00002550024,0.000019865203,0.0000019030985,0.000053334865,0.97769827,0.00021307386,0.0037199145,0.0021207887,0.0001314174],"about_ca_topic_score_codex":0.0036370656,"about_ca_topic_score_gemma":0.000028203182,"teacher_disagreement_score":0.81531453,"about_ca_system_score_codex":0.000006050302,"about_ca_system_score_gemma":0.000052538027,"threshold_uncertainty_score":0.99996126},"labels":[],"label_agreement":null},{"id":"W2604783552","doi":"10.1002/2017gl072785","title":"Time‐evolving seismic tomography: The method and its application to the 1989 Loma Prieta and 2014 South Napa earthquake area, California","year":2017,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"NAPA; Seismology; Geology; Window (computing); Tomography; Seismic tomography; Geophysical imaging; Geophysics; Physics","score_opus":0.023483791424980863,"score_gpt":0.2867231938723975,"score_spread":0.2632394024474166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604783552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.925507,0.0002487121,0.0036535985,0.06906239,0.000051205527,0.0006971665,0.00009984831,0.00006376674,0.000616293],"genre_scores_gemma":[0.9927141,0.000032142456,0.00045062587,0.0063409074,0.00017907613,0.000015947322,0.00001682084,0.00000602116,0.0002443461],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99811727,0.00031279048,0.00013285222,0.00040988642,0.00054725946,0.00047996288],"domain_scores_gemma":[0.99850994,0.000573838,0.00006463599,0.0005803937,0.00008151901,0.00018966688],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017298559,0.00013577219,0.0001463311,0.000092485214,0.0016453144,0.00042913426,0.0006434054,0.000043479,0.00007758789],"category_scores_gemma":[0.00023874719,0.00007710383,0.00005189104,0.00016214522,0.000503596,0.00019488404,0.00015270796,0.00046929563,0.00062744605],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017844752,0.00003604379,0.046424363,0.000066703964,0.00009236982,0.000018305665,0.0032458194,0.0003394697,0.01028949,0.00010193571,0.2815759,0.65763116],"study_design_scores_gemma":[0.00027900597,0.00021747695,0.437231,0.00006026521,0.000025105484,0.000015164621,0.00033497883,0.43674713,0.001838933,0.001749765,0.12114894,0.00035224747],"about_ca_topic_score_codex":0.0051491056,"about_ca_topic_score_gemma":0.000032068165,"teacher_disagreement_score":0.65727895,"about_ca_system_score_codex":0.0000045985275,"about_ca_system_score_gemma":0.00002480677,"threshold_uncertainty_score":0.9996544},"labels":[],"label_agreement":null},{"id":"W2604879335","doi":"10.1145/3291042","title":"A Unified 2D/3D Large-Scale Software Environment for Nonlinear Inverse Problems","year":2019,"lang":"en","type":"article","venue":"ACM Transactions on Mathematical Software","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Scalability; Modular design; Flexibility (engineering); Nonlinear system; Software; Scale (ratio); Source lines of code; Preconditioner; Variety (cybernetics); Computer engineering; Inverse problem; Inverse; Theoretical computer science; Mathematical optimization; Computational science; Algorithm; Programming language; Artificial intelligence; Mathematics","score_opus":0.017101654950371255,"score_gpt":0.22079463013679917,"score_spread":0.20369297518642793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604879335","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016123766,0.00003083912,0.9811158,0.00061061344,0.00015389826,0.00084885565,0.0005201617,0.00045965993,0.00013637925],"genre_scores_gemma":[0.010000544,0.00004257804,0.9849913,0.0017439809,0.000036435453,0.00003807629,0.00019925371,0.000022336102,0.0029255054],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851316,0.00004045391,0.00030622902,0.00039971757,0.00032019295,0.00042023888],"domain_scores_gemma":[0.9985997,0.0005208171,0.00007074233,0.0006095229,0.000032515753,0.00016666757],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028745303,0.00022503053,0.0002781204,0.00010179547,0.000240547,0.000047369016,0.00037488676,0.00014667196,0.008820531],"category_scores_gemma":[0.00009517501,0.00018493601,0.000177742,0.00013217537,0.000078857294,0.00019371262,0.0000061673277,0.0002591676,0.0026799114],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022623184,0.0009734873,0.0067915022,0.001151994,0.00014986913,0.000007223234,0.0019099269,0.012931175,0.000043612672,0.000033410808,0.0030861078,0.97269547],"study_design_scores_gemma":[0.0042142947,0.002222458,0.0011571709,0.00074606715,0.00033252663,0.00006644162,0.001895735,0.18718678,0.003643018,0.20719776,0.58940846,0.0019292932],"about_ca_topic_score_codex":0.00006412166,"about_ca_topic_score_gemma":0.000018248178,"teacher_disagreement_score":0.9707662,"about_ca_system_score_codex":0.000018886145,"about_ca_system_score_gemma":0.00003305436,"threshold_uncertainty_score":0.99809664},"labels":[],"label_agreement":null},{"id":"W2605489863","doi":"10.1111/1365-2478.12536","title":"Seismic modelling for geological fractures","year":2017,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Finite difference; Finite difference method; Seismogram; Reflection (computer programming); Boundary value problem; Isotropy; Geology; Boundary (topology); Reflection coefficient; Fracture (geology); Slip (aerodynamics); Mechanics; Mathematical analysis; Geometry; Physics; Mathematics; Geotechnical engineering; Optics; Seismology; Computer science","score_opus":0.028620485110371047,"score_gpt":0.2640228605098978,"score_spread":0.23540237539952677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605489863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9273826,0.000053279535,0.06028378,0.0015508472,0.0003103916,0.00025207552,0.000014378817,0.0002488652,0.009903795],"genre_scores_gemma":[0.9890562,0.0000048415277,0.00920543,0.00081460434,0.00051150727,0.0000032079668,0.000014179468,0.0000041349776,0.0003858583],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991178,0.000012574002,0.00012740915,0.0002941776,0.0001321302,0.0003159088],"domain_scores_gemma":[0.9993532,0.00012976713,0.00012342325,0.00028478965,0.00004002228,0.00006880967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001987044,0.00011593145,0.00016431298,0.000023184486,0.0011663075,0.00020160332,0.00033723316,0.000061577535,0.00012004078],"category_scores_gemma":[0.00014505057,0.00008939724,0.00009584225,0.000023214274,0.00012219007,0.0002616807,0.000025884827,0.00019638396,0.00009700448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024342653,0.00012073195,0.40533236,0.00010481916,0.000068888374,0.000023044566,0.00061973266,0.11890473,0.0002806312,0.0035759173,0.0115840845,0.45914164],"study_design_scores_gemma":[0.0001543743,0.00008378929,0.038350306,0.000015007358,0.000007842493,0.0000033698516,0.000032073654,0.8914806,0.0016459457,0.063557014,0.004521062,0.00014856133],"about_ca_topic_score_codex":0.0034863334,"about_ca_topic_score_gemma":0.0000066755924,"teacher_disagreement_score":0.7725759,"about_ca_system_score_codex":0.000003913922,"about_ca_system_score_gemma":0.000013415695,"threshold_uncertainty_score":0.8970412},"labels":[],"label_agreement":null},{"id":"W2605737030","doi":"10.1190/geo2016-0252.1","title":"Low-cost time-lapse seismic with distributed compressive sensing — Part 2: Impact on repeatability","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; SENAI CIMATEC","keywords":"Grid; Replicate; Sampling (signal processing); Computer science; Prestack; Data quality; Compressed sensing; Geology; Data acquisition; Algorithm; Data mining; Remote sensing; Statistics; Seismology; Geodesy; Mathematics; Computer vision; Filter (signal processing)","score_opus":0.012023330969536578,"score_gpt":0.23268410421812422,"score_spread":0.22066077324858763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605737030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932102,0.000008901793,0.0009934409,0.00038014373,0.00016351677,0.0002245956,0.0008005241,0.0001699038,0.0040487736],"genre_scores_gemma":[0.99816346,0.000006424013,0.00024079306,0.00062487717,0.00014363842,5.061202e-7,0.0006274999,0.000005852202,0.00018692258],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988953,0.000059320253,0.00013539009,0.00033732396,0.00023826292,0.00033440982],"domain_scores_gemma":[0.9986167,0.00010090873,0.0001964704,0.00088,0.000076730954,0.00012918888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015559274,0.0001999838,0.0002281805,0.000025008476,0.00062795886,0.00020079533,0.0002951787,0.00005051125,0.0002185662],"category_scores_gemma":[0.00004267454,0.0001373911,0.00008297855,0.000063772444,0.00025380068,0.00033023223,0.000025824134,0.00021744953,0.00052738277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010099962,0.00021292316,0.22947718,0.00007102912,0.00016213964,0.00023533593,0.00039929844,0.0123832,0.00021928993,0.000018745704,0.09569522,0.66011566],"study_design_scores_gemma":[0.00097308744,0.00056806376,0.6342602,0.00035676383,0.00006555108,0.0000401429,0.00008910986,0.3331916,0.014597058,0.0028273321,0.012218342,0.0008127817],"about_ca_topic_score_codex":0.004566147,"about_ca_topic_score_gemma":0.000011679075,"teacher_disagreement_score":0.65930283,"about_ca_system_score_codex":0.0000147473675,"about_ca_system_score_gemma":0.00005916501,"threshold_uncertainty_score":0.69026786},"labels":[],"label_agreement":null},{"id":"W2606449719","doi":"10.1190/geo2016-0506.1","title":"Porosity estimation in the Fort Worth Basin constrained by 3D seismic attributes integrated in a sequential Bayesian simulation framework","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Petrophysics; Seismic inversion; Geology; Seismic to simulation; Reservoir modeling; Inversion (geology); Porosity; Inference; Well control; Proxy (statistics); Computer science; Algorithm; Data mining; Structural basin; Petroleum engineering; Geotechnical engineering; Artificial intelligence; Machine learning; Drilling; Mathematics; Engineering; Geomorphology","score_opus":0.016914520191375966,"score_gpt":0.255926029319168,"score_spread":0.23901150912779207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606449719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8667103,0.000026386411,0.13047896,0.0013102907,0.00016395716,0.00028078337,0.00013842329,0.00006741331,0.0008234745],"genre_scores_gemma":[0.99506813,0.000008242399,0.003196525,0.0011904901,0.000034173037,0.0000019689041,0.00047094474,0.000002905055,0.00002663153],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911195,0.00009454905,0.00019120752,0.0001963184,0.0001849706,0.00022101594],"domain_scores_gemma":[0.99933165,0.00017915948,0.00013667511,0.00029288835,0.000028991592,0.00003064253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004067532,0.00012179653,0.00014647713,0.00005490942,0.00026119966,0.00018120871,0.00030788674,0.00009004095,0.00007887502],"category_scores_gemma":[0.00014985213,0.00009439251,0.00003728117,0.00016338196,0.00013985817,0.00042552667,0.000012010989,0.00028948538,0.000025931346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077718796,0.000086337925,0.60078275,0.000022981874,0.000012744828,0.000025959305,0.0013003421,0.049734876,0.00003931552,0.00021547287,0.0035490924,0.34415242],"study_design_scores_gemma":[0.00018615193,0.00003524276,0.15260167,0.000058618854,0.0000062609083,0.000001633791,0.00011858255,0.83444244,0.00017564595,0.0114913415,0.00076333387,0.00011908068],"about_ca_topic_score_codex":0.018322412,"about_ca_topic_score_gemma":0.00023153596,"teacher_disagreement_score":0.78470755,"about_ca_system_score_codex":0.000012985401,"about_ca_system_score_gemma":0.00005460196,"threshold_uncertainty_score":0.9882147},"labels":[],"label_agreement":null},{"id":"W2606762714","doi":"","title":"Zero offset VSP processing for coal reflections","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Offset (computer science); Coal; Geology; Azimuth; Stack (abstract data type); Mineralogy; Engineering; Physics; Computer science; Optics; Waste management","score_opus":0.05302784702930134,"score_gpt":0.2778704858001741,"score_spread":0.22484263877087274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606762714","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12890153,0.0006141122,0.4245704,0.0055354065,0.0008698984,0.0006373254,0.00011110186,0.0017571605,0.43700308],"genre_scores_gemma":[0.96675223,0.000027559581,0.024240205,0.0029034303,0.000060110375,0.0000017222002,0.000058040787,0.0000019155884,0.0059547997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956423,0.000009201206,0.00008558379,0.00012016958,0.000080362464,0.00014046323],"domain_scores_gemma":[0.9997997,0.00003274148,0.000023444574,0.00006558559,0.000033607605,0.00004488983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008230793,0.00005334093,0.000061383864,0.000053384203,0.0003734803,0.000018314435,0.00007400274,0.000029674798,0.0005513494],"category_scores_gemma":[0.000017421584,0.00004145307,0.00003215098,0.00009062266,0.000059911024,0.00015843572,0.0000024104215,0.000049139642,0.00007864678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031529104,0.000019220523,0.04113007,0.00001745217,0.0000057114185,0.0000028973295,0.0002626799,0.0001029214,0.000088972185,0.00008088025,0.8056482,0.15260944],"study_design_scores_gemma":[0.00025083494,0.00017320323,0.009534021,0.000013775816,0.000007861014,0.00009405994,0.0001606765,0.08831597,0.006793223,0.0035082763,0.890948,0.0002000764],"about_ca_topic_score_codex":0.0012682816,"about_ca_topic_score_gemma":0.000035741345,"teacher_disagreement_score":0.8378507,"about_ca_system_score_codex":0.0000021441833,"about_ca_system_score_gemma":0.00004244176,"threshold_uncertainty_score":0.60368896},"labels":[],"label_agreement":null},{"id":"W2607563507","doi":"","title":"A multicomponent seismic survey at Calgary International Airport, Alberta","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic vibrator; Geophone; Seismic survey; Seismology; Geology; Bandwidth (computing); Acoustics; Line (geometry); Engineering; Telecommunications; Physics; Mathematics; Geometry","score_opus":0.021259601469234033,"score_gpt":0.2267672363896729,"score_spread":0.20550763492043886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607563507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.793428,0.00006428722,0.0017531709,0.0021265838,0.0007313191,0.0001041741,0.000025332281,0.00017345433,0.20159367],"genre_scores_gemma":[0.9603164,0.00009030944,0.00097225513,0.005039901,0.00004600948,5.7980145e-7,0.000495682,0.0000029056528,0.033035964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991604,0.000054783817,0.00016223005,0.00022128825,0.0002036432,0.00019767012],"domain_scores_gemma":[0.99951327,0.00015101349,0.00004334771,0.00016161123,0.000031885353,0.000098882956],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002483253,0.00010053686,0.00009623456,0.00007827479,0.00009781456,0.000030908224,0.00023750926,0.00004140772,0.015112075],"category_scores_gemma":[0.00004408248,0.00007912021,0.000045074026,0.00008353027,0.00005210864,0.00014260966,0.000026613123,0.00007884756,0.0014269027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039572253,0.000014752737,0.8946563,9.952588e-7,0.000010711792,0.000017574688,0.000033490895,0.00010900689,0.000012009147,0.0000056391586,0.07336128,0.031738672],"study_design_scores_gemma":[0.00014761915,0.000018414492,0.46347615,0.000004561495,0.0000022284632,0.00006246999,0.00001166052,0.28355274,0.0002244747,0.000056719993,0.2523336,0.00010935314],"about_ca_topic_score_codex":0.28954637,"about_ca_topic_score_gemma":0.010798296,"teacher_disagreement_score":0.43118015,"about_ca_system_score_codex":0.000013301571,"about_ca_system_score_gemma":0.000017660512,"threshold_uncertainty_score":0.9993506},"labels":[],"label_agreement":null},{"id":"W2608236734","doi":"10.3934/ipi.2017023","title":"Time-invariant radon transform by generalized Fourier slice theorem","year":2017,"lang":"en","type":"article","venue":"Inverse Problems and Imaging","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Radon transform; Fourier transform; Mathematics; Fractional Fourier transform; Fourier inversion theorem; Invariant (physics); Mathematical analysis; Discrete-time Fourier transform; Fourier analysis","score_opus":0.012231876045808483,"score_gpt":0.21013913489690164,"score_spread":0.19790725885109317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608236734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5864895,0.0059035895,0.008977889,0.057275396,0.0015195768,0.001774198,0.00041455904,0.0012596711,0.33638564],"genre_scores_gemma":[0.9788643,0.0010304297,0.007846416,0.007447347,0.00015556916,0.000005000743,0.00010632153,0.000019024057,0.004525585],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988975,0.00004406595,0.00019336394,0.00032777333,0.00018431949,0.00035296695],"domain_scores_gemma":[0.99931645,0.00003044524,0.0001239439,0.0003456412,0.000032553482,0.00015095287],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005070736,0.00018471139,0.0001908385,0.00006567728,0.0007856286,0.0003882927,0.0003176182,0.00004764653,0.0010452888],"category_scores_gemma":[0.000029781837,0.00014827416,0.0000610627,0.000039692863,0.0003632928,0.00085555896,0.0000262007,0.0001655081,0.0001334984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000698622,0.000034331413,0.03543568,0.00008703155,0.000060717295,0.000041658215,0.0017854995,0.000050230294,0.0055478695,0.00039375242,0.27274236,0.683751],"study_design_scores_gemma":[0.001129157,0.000053429572,0.0013739001,0.00010714282,0.00004080746,0.00006695935,0.00017277434,0.5322049,0.0050731385,0.008788605,0.45050067,0.0004884665],"about_ca_topic_score_codex":0.011692927,"about_ca_topic_score_gemma":0.000041761577,"teacher_disagreement_score":0.6832625,"about_ca_system_score_codex":0.0000053861954,"about_ca_system_score_gemma":0.00002367687,"threshold_uncertainty_score":0.9998679},"labels":[],"label_agreement":null},{"id":"W2608456149","doi":"10.1016/j.ultras.2017.04.013","title":"An algorithm for quantitatively modeling reflected ultrasonic bounded pulses and beams","year":2017,"lang":"en","type":"article","venue":"Ultrasonics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reflection (computer programming); Acoustics; Ultrasonic sensor; Amplitude; Optics; Beam (structure); Analytic continuation; Azimuth; Boundary (topology); Acoustic wave; Materials science; Algorithm; Computer science; Physics; Mathematical analysis; Mathematics","score_opus":0.03895663191721361,"score_gpt":0.3019493647728438,"score_spread":0.2629927328556302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608456149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7338818,0.0010669313,0.2605233,0.00072729157,0.0004746353,0.0004796903,0.00037715648,0.00038790551,0.0020813318],"genre_scores_gemma":[0.8429387,0.00043824123,0.15586449,0.0004236319,0.000075967626,0.0000030750018,0.00014123193,0.000008401709,0.00010625578],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998942,0.00003814887,0.00017305977,0.00035049717,0.000155681,0.00034057157],"domain_scores_gemma":[0.9991172,0.00016766186,0.00011716076,0.00036605782,0.00009816839,0.00013376109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037378512,0.00015900168,0.00018611897,0.00006124486,0.0010393914,0.00044081936,0.00037898959,0.000092496826,0.00006549413],"category_scores_gemma":[0.00025594383,0.0001404688,0.000050426133,0.000044845678,0.00016834198,0.00068460417,0.000007001188,0.00014301541,0.000012315356],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053172993,0.00004336234,0.01188676,0.000027915732,0.00003836642,0.0000043562286,0.00068541896,0.00050312263,0.0007531836,0.00053927634,0.0011845531,0.9842805],"study_design_scores_gemma":[0.00037074488,0.00029780844,0.0033495068,0.000034908484,0.000022942631,0.000017643968,0.0003831247,0.9825665,0.0022229615,0.0064746104,0.0040129884,0.00024628756],"about_ca_topic_score_codex":0.002938363,"about_ca_topic_score_gemma":0.00014576796,"teacher_disagreement_score":0.98403424,"about_ca_system_score_codex":0.000006397416,"about_ca_system_score_gemma":0.000062003375,"threshold_uncertainty_score":0.7994263},"labels":[],"label_agreement":null},{"id":"W2608630559","doi":"10.1144/sp453.5","title":"Geologically driven 3D modelling of physical rock properties in support of interpreting the seismic response of the Lalor volcanogenic massive sulphide deposit, Snow Lake, Manitoba, Canada","year":2017,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Polytechnique Montréal; Simon Fraser University; Institut National de la Recherche Scientifique; Geological Survey of Canada","funders":"","keywords":"Snow; Geology; Geochemistry; Mining engineering; Physical geography; Seismology; Geomorphology; Geography","score_opus":0.027533146765058802,"score_gpt":0.2095265664217322,"score_spread":0.1819934196566734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608630559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849998,0.000038146445,0.0010681248,0.011536883,0.00010400209,0.000342955,0.00011618606,0.000022016311,0.0017719131],"genre_scores_gemma":[0.9981061,0.000039399903,0.0005281597,0.00092956604,0.00011222291,0.000009040079,0.000021892887,0.0000031217653,0.00025050293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984329,0.0002292954,0.0004391616,0.0002535445,0.0003625309,0.00028258862],"domain_scores_gemma":[0.99824363,0.00045540824,0.0004991652,0.0005203015,0.00022669662,0.00005480117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050939637,0.00014101813,0.00029619032,0.000028237304,0.0004389675,0.000040148778,0.0011911921,0.0001041509,0.00023973233],"category_scores_gemma":[0.000717712,0.00007730077,0.00022255737,0.00020036049,0.0007144076,0.00016942843,0.00018333911,0.00032077899,0.0000030650694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003913086,0.00022670375,0.8584099,0.000047659618,0.00010126075,0.000003262219,0.002621376,0.09827824,0.0010417983,0.000488451,0.03304434,0.0053457115],"study_design_scores_gemma":[0.00031090528,0.00019374456,0.55889505,0.00006426306,0.00004040802,0.000006675588,0.0011543576,0.42193952,0.0059481957,0.0010608769,0.010177892,0.00020813679],"about_ca_topic_score_codex":0.19402254,"about_ca_topic_score_gemma":0.12252961,"teacher_disagreement_score":0.32366127,"about_ca_system_score_codex":0.000027624012,"about_ca_system_score_gemma":0.00033810775,"threshold_uncertainty_score":0.8934819},"labels":[],"label_agreement":null},{"id":"W2608712298","doi":"10.1029/2017jb014671","title":"A Broadband Laboratory Study of the Seismic Properties of Cracked and Fluid‐Saturated Synthetic Glass Media","year":2018,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Lawrence Berkeley National Laboratory; Basic Energy Sciences; Australian Research Council; Office of Science; University of Alberta; U.S. Department of Energy","keywords":"Materials science; Saturation (graph theory); Shear modulus; Composite material; Bulk modulus; Ultrasonic sensor; Porous medium; Porosity; Elastic modulus; Mineralogy; Shear waves; Shear (geology); Geology; Acoustics","score_opus":0.034990596779717754,"score_gpt":0.28501500184424644,"score_spread":0.25002440506452867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608712298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987635,0.00031891724,0.0000040399573,0.00041158355,0.00013558901,0.00017771844,0.000013006996,0.0000071223594,0.00016849989],"genre_scores_gemma":[0.99951977,0.00008755577,0.00004875609,0.00008699821,0.0001698417,3.8676907e-7,4.0186762e-7,0.0000040124587,0.00008229155],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99754286,0.000602274,0.0003892408,0.00014051454,0.0010556557,0.00026948395],"domain_scores_gemma":[0.998026,0.00032578537,0.00022108022,0.00023296733,0.0010599043,0.00013427832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013557642,0.00010189683,0.00032728896,0.00018111283,0.00017481929,0.00004191089,0.00039320288,0.00004778009,0.00006928573],"category_scores_gemma":[0.00082746503,0.000054913584,0.000064044325,0.00056815095,0.0010966213,0.00021799766,0.000056671794,0.00046956763,0.000012473993],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076189926,0.004107037,0.20121214,0.00088188454,0.0011032397,0.00017204377,0.06795883,0.0003882653,0.47880775,0.00011525642,0.031838406,0.20579617],"study_design_scores_gemma":[0.0018746665,0.007904858,0.48473808,0.00088566163,0.00008145181,0.000048808313,0.01016527,0.042589694,0.4470353,0.0013716405,0.003024734,0.0002798075],"about_ca_topic_score_codex":0.0018620624,"about_ca_topic_score_gemma":0.00006288637,"teacher_disagreement_score":0.28352594,"about_ca_system_score_codex":0.000004301081,"about_ca_system_score_gemma":0.000253769,"threshold_uncertainty_score":0.4040547},"labels":[],"label_agreement":null},{"id":"W2608835250","doi":"","title":"Fundamental investigation of gas injection in microfluidic shale fracture networks at geologic conditions","year":2015,"lang":"en","type":"article","venue":"49th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Petroleum engineering; Oil shale; Shale gas; Geology; Fracture (geology); Petrology; Mining engineering; Earth science; Geotechnical engineering; Paleontology","score_opus":0.016735537824882053,"score_gpt":0.21376905864607704,"score_spread":0.197033520821195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608835250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74384975,0.005081214,0.23730622,0.0034300152,0.0049077137,0.0020184363,0.0004579833,0.000942689,0.0020059866],"genre_scores_gemma":[0.9957199,0.0005223887,0.00025799952,0.0020110935,0.00012039692,0.000012473573,0.0010959333,0.000018331259,0.0002414895],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976103,0.00021347112,0.00060714706,0.00055906153,0.00044615718,0.00056389713],"domain_scores_gemma":[0.9986509,0.00009630167,0.00036440484,0.00038840427,0.00020744724,0.0002925319],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078201125,0.00034012736,0.0004077125,0.00043548047,0.00024221293,0.000047126636,0.000391302,0.0003833398,0.0008532883],"category_scores_gemma":[0.000063141226,0.00033319314,0.0001093674,0.00082594727,0.000026545766,0.00044313754,0.00010227055,0.00044279775,0.00017537242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088553375,0.00040782266,0.09469254,0.0002951634,0.00020798696,0.00012025872,0.004410609,0.54725224,0.07930378,0.0034826163,0.2665183,0.002423172],"study_design_scores_gemma":[0.0010812782,0.0009944609,0.00035284474,0.00012459744,0.00005598271,0.00016876806,0.001029354,0.905481,0.051244974,0.034293532,0.0045993463,0.00057388446],"about_ca_topic_score_codex":0.003500349,"about_ca_topic_score_gemma":0.00017547572,"teacher_disagreement_score":0.35822874,"about_ca_system_score_codex":0.00014726978,"about_ca_system_score_gemma":0.00016207532,"threshold_uncertainty_score":0.999912},"labels":[],"label_agreement":null},{"id":"W2611177526","doi":"","title":"Finite Frequency Traveltime Tomography of Lithospheric and Upper Mantle Structures beneath the Cordillera-Craton Transition in Southwestern Canada","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Craton; Lithosphere; Transition zone; Seismic tomography; Mantle (geology); Seismology; Geophysics; Tomography; Tectonics; Radiology; Medicine","score_opus":0.005150146092631229,"score_gpt":0.17414569746600503,"score_spread":0.1689955513733738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611177526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948846,0.00058770174,0.00018817061,0.0002910905,0.00012241566,0.000099583194,0.000031493055,0.000024409639,0.0037705211],"genre_scores_gemma":[0.9978139,0.000051085215,0.0011655989,0.0008834733,0.000034519842,8.5430383e-7,0.000025612273,0.000004013341,0.000020948242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991328,0.000112712725,0.00020526475,0.00017993839,0.00017615699,0.0001931367],"domain_scores_gemma":[0.999538,0.00017271582,0.00008525979,0.00013266617,0.000024812729,0.000046511417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029854086,0.00011465174,0.00015389138,0.000049828242,0.00010166708,0.000027525926,0.00013640348,0.000045565786,0.000115940704],"category_scores_gemma":[0.000026886744,0.000079425175,0.000032848773,0.00012127493,0.00007287128,0.00007889655,0.000005581308,0.00012342703,0.0000019879124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013022417,0.0000050908566,0.95291483,0.00004112269,0.000010398376,0.000002681659,0.001070217,0.0006752198,0.00017101025,0.000024998806,0.0008094181,0.044261996],"study_design_scores_gemma":[0.00031898852,0.00012132033,0.91503423,0.00015209428,0.000023269062,0.000009033207,0.0010056343,0.078670666,0.0016112541,0.0013324288,0.0014557928,0.00026525953],"about_ca_topic_score_codex":0.8295528,"about_ca_topic_score_gemma":0.3725724,"teacher_disagreement_score":0.45698044,"about_ca_system_score_codex":0.0000036394313,"about_ca_system_score_gemma":0.000036091737,"threshold_uncertainty_score":0.63887656},"labels":[],"label_agreement":null},{"id":"W2611842063","doi":"","title":"Comparison of a Waveform Cross Correlation Detection Method to a Traditional STA/LTA Picker: Application to the Crooked Lake Sequence Near Fox Creek, Alberta","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sequence (biology); Geology; Waveform; Hydrology (agriculture); Computer science; Telecommunications; Radar; Geotechnical engineering; Biology","score_opus":0.03009764750106909,"score_gpt":0.2908089771720724,"score_spread":0.2607113296710033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611842063","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48697183,0.000027014075,0.5059851,0.0011001112,0.00021493426,0.00049703283,0.000041708245,0.00009722222,0.0050650397],"genre_scores_gemma":[0.97230977,0.0000013670385,0.025996143,0.0012847197,0.00009216629,0.000014878596,0.00011429644,0.0000063668354,0.00018032282],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99855226,0.00018445305,0.0003712664,0.00031447096,0.00033644025,0.00024113088],"domain_scores_gemma":[0.9987766,0.0005371509,0.000208332,0.00026695046,0.00011570234,0.000095228956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014247163,0.00012881379,0.00019022386,0.00007326188,0.00042667578,0.00012453836,0.00028959083,0.000068070236,0.00006919227],"category_scores_gemma":[0.0002857151,0.00010612265,0.000055960947,0.00023737828,0.000065569904,0.00018167114,0.000021099837,0.00016983601,0.00023071497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014773411,0.000043300428,0.36572728,0.00004088736,0.000018066086,2.1916003e-7,0.0024211812,0.076558344,0.0030730776,0.00013634526,0.008328786,0.5435048],"study_design_scores_gemma":[0.0001461941,0.00031255928,0.08392666,0.000046954745,0.000013725689,0.0000058354317,0.000119045166,0.818593,0.0044146017,0.00041224642,0.091845915,0.00016323967],"about_ca_topic_score_codex":0.087684385,"about_ca_topic_score_gemma":0.04974358,"teacher_disagreement_score":0.7420347,"about_ca_system_score_codex":0.000016094473,"about_ca_system_score_gemma":0.000029029778,"threshold_uncertainty_score":0.9675961},"labels":[],"label_agreement":null},{"id":"W2612669494","doi":"","title":"Statistical Seismology and Induced Seismicity","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Induced seismicity; Seismology; Geology; Microseism","score_opus":0.017488937840898347,"score_gpt":0.23200967320648952,"score_spread":0.2145207353655912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612669494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96295685,0.00003971344,0.0005382898,0.001313451,0.00019044499,0.00005981445,0.000011059134,0.00017144167,0.03471894],"genre_scores_gemma":[0.9867124,0.000012763522,0.00563813,0.007432377,0.00008835456,4.3666373e-7,0.000033610737,0.0000041726717,0.00007774896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989478,0.00011059728,0.00021392909,0.00027495378,0.00015026855,0.00030247425],"domain_scores_gemma":[0.9988966,0.0007016706,0.00008506942,0.00013617154,0.000029115907,0.00015135952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006795562,0.00012583923,0.00016267576,0.00006328914,0.00015382131,0.000053498647,0.0001236384,0.00009744124,0.000029835408],"category_scores_gemma":[0.0006180456,0.00011052604,0.000019095547,0.000058330388,0.000104757906,0.0001029385,0.000015837715,0.0002299289,0.00015652379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026738098,0.000021759364,0.69527096,0.000037972462,0.000014689629,0.00003082429,0.00022965706,0.0004571673,0.00016798712,0.00025765054,0.015940571,0.287544],"study_design_scores_gemma":[0.00029458455,0.000227614,0.8886707,0.0000503403,0.00001832631,0.00008606348,0.000099445606,0.040987935,0.0016096339,0.006155966,0.061481632,0.00031778877],"about_ca_topic_score_codex":0.100392014,"about_ca_topic_score_gemma":0.00046601094,"teacher_disagreement_score":0.28722623,"about_ca_system_score_codex":0.0000030060194,"about_ca_system_score_gemma":0.000020313066,"threshold_uncertainty_score":0.9055986},"labels":[],"label_agreement":null},{"id":"W2612994950","doi":"10.1088/1742-2140/aa71d0","title":"1D layered velocity models and microseismic event locations: synthetic examples for a case with a single linear receiver array","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Microseismic Industry Consortium","keywords":"Hypocenter; Microseism; Geology; A priori and a posteriori; Calibration; Seismology; Arrival time; Synthetic data; Algorithm; Geodesy; Computer science; Statistics; Induced seismicity; Mathematics; Engineering","score_opus":0.023131091687506395,"score_gpt":0.21648716240082175,"score_spread":0.19335607071331534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612994950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8885373,0.00043539502,0.110600315,0.00022765157,0.00007439092,0.00006520845,0.00001693372,0.000010506315,0.00003233892],"genre_scores_gemma":[0.9761186,0.00014804357,0.02358194,0.00005147047,0.000076337594,5.355617e-7,0.0000016579723,0.000004135658,0.000017281747],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996144,0.0000053833846,0.00012249053,0.000082720006,0.00006625281,0.00010871259],"domain_scores_gemma":[0.99958616,0.00006079891,0.00012941123,0.000095268035,0.00006277921,0.00006556613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015022885,0.000079843136,0.0001329338,0.000044687367,0.00019891749,0.000090714726,0.00007154945,0.000023399336,0.0000024134015],"category_scores_gemma":[0.000024493604,0.00006075801,0.000029089399,0.000019634655,0.000043299016,0.00030639855,0.0000057626335,0.000083874824,3.2160966e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005530368,0.00023275742,0.008920659,0.0010013176,0.0005411473,0.00058311824,0.0051146187,0.28123382,0.025861148,0.0005250019,0.0014459792,0.6739874],"study_design_scores_gemma":[0.00070326036,0.0004934154,0.00373849,0.00038329358,0.000073304276,0.0017840272,0.00029239932,0.9792116,0.0052661328,0.0027793525,0.00499989,0.00027478967],"about_ca_topic_score_codex":0.0005778294,"about_ca_topic_score_gemma":0.000008200765,"teacher_disagreement_score":0.69797784,"about_ca_system_score_codex":0.000004259342,"about_ca_system_score_gemma":0.000018920522,"threshold_uncertainty_score":0.24776398},"labels":[],"label_agreement":null},{"id":"W2613362143","doi":"","title":"Incorporating Discrete Irregular Fracture Zone Networks into 3D Paleohydrogeologic Simulations","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Fracture (geology); Geology; Computer science; Geometry; Mathematics; Geotechnical engineering","score_opus":0.01665362686513597,"score_gpt":0.2390733340857238,"score_spread":0.22241970722058782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613362143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.862379,0.0044292733,0.10586744,0.004301528,0.001096196,0.0005422936,0.000027002328,0.0011967336,0.02016053],"genre_scores_gemma":[0.96279687,0.0000122508545,0.03441059,0.0019983135,0.00032536057,0.0000013007705,0.00025834452,0.000008270975,0.00018868397],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99846977,0.0001741871,0.00032015657,0.00033868724,0.00032688837,0.0003703379],"domain_scores_gemma":[0.9989749,0.00017891442,0.00022190758,0.00027582087,0.000114567774,0.0002338559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008248527,0.00020700431,0.00022404375,0.00010712445,0.00031217517,0.00010312053,0.0002914601,0.00015822295,0.00006907091],"category_scores_gemma":[0.0002559041,0.00016826378,0.000057308505,0.00028811337,0.00012984179,0.00035342952,0.00004432621,0.00031366423,0.00011235429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020149266,0.000009683028,0.5588319,0.000010100116,0.000015858612,0.000018818382,0.0005217936,0.40537027,0.000025141027,0.000015020357,0.014676857,0.020484434],"study_design_scores_gemma":[0.0002159133,0.000094804134,0.0025757905,0.000063874955,0.00001821305,0.000010392666,0.00038055517,0.973124,0.00009365418,0.0023216438,0.020829033,0.00027209116],"about_ca_topic_score_codex":0.019928036,"about_ca_topic_score_gemma":0.0015860156,"teacher_disagreement_score":0.5677538,"about_ca_system_score_codex":0.00001387639,"about_ca_system_score_gemma":0.000054660013,"threshold_uncertainty_score":0.9865984},"labels":[],"label_agreement":null},{"id":"W2613835004","doi":"","title":"Imaging the Lithosphere-Asthenosphere Boundary Using Iterative Method of Receiver Function Analysis: A Synthetic Seismogram Approach","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Lithosphere; Seismogram; Asthenosphere; Receiver function; Synthetic seismogram; Seismology; Remote sensing; Geophysics; Tectonics","score_opus":0.01470744042632898,"score_gpt":0.23841729184908445,"score_spread":0.22370985142275546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613835004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8492484,0.0008636521,0.103332154,0.00022022436,0.00020310935,0.0002483397,0.000014598456,0.00021191414,0.04565759],"genre_scores_gemma":[0.9180554,0.000012471933,0.08086668,0.0008111718,0.000076981305,0.0000017043757,0.000036190464,0.000009088215,0.00013027388],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99790615,0.00049451453,0.0004504904,0.00042483603,0.00036944987,0.000354588],"domain_scores_gemma":[0.99844575,0.00053191517,0.00041779887,0.000384016,0.00013121996,0.000089323956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021756797,0.00022613004,0.00034100882,0.000110122135,0.00040589707,0.00017149566,0.00031018897,0.000076904864,0.000053421478],"category_scores_gemma":[0.00021760557,0.00015854761,0.00020337032,0.0006369482,0.00018922967,0.00027764068,0.000022496537,0.00031086575,0.000018310742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000952891,0.0000807676,0.39972502,0.00008907062,0.00047368227,0.0000051879583,0.0028064074,0.2234177,0.00023894655,0.00004341109,0.0009985927,0.37202594],"study_design_scores_gemma":[0.00017006141,0.00007753491,0.083407454,0.00013746611,0.00063027587,0.000030224683,0.0023126083,0.9001475,0.0008470441,0.0008665711,0.01107614,0.00029711222],"about_ca_topic_score_codex":0.05358461,"about_ca_topic_score_gemma":0.00028353583,"teacher_disagreement_score":0.6767298,"about_ca_system_score_codex":0.000011445274,"about_ca_system_score_gemma":0.000046807847,"threshold_uncertainty_score":0.95271766},"labels":[],"label_agreement":null},{"id":"W2614016519","doi":"","title":"An Updated One-Degree Seismic Tomographic Model Based on a Sensitivity Kernel Database","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Degree (music); Kernel (algebra); Sensitivity (control systems); Computer science; Database; Geology; Data mining; Mathematics; Combinatorics; Physics; Engineering","score_opus":0.025657554704220358,"score_gpt":0.23275382176456186,"score_spread":0.2070962670603415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614016519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97041774,0.000013572827,0.0058691585,0.0007330525,0.00014881595,0.00015573333,0.00012346508,0.0006668071,0.02187166],"genre_scores_gemma":[0.9802027,0.0000063208613,0.010744272,0.007976406,0.00010187742,0.0000011527716,0.00090349145,0.0000149249345,0.000048886483],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99780864,0.00028135805,0.0003207627,0.00059790467,0.000474896,0.0005164647],"domain_scores_gemma":[0.99847156,0.00029032442,0.00018490347,0.0006601657,0.000094262214,0.0002987639],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018536303,0.0002758117,0.0002550438,0.00024916852,0.00028174117,0.00012334505,0.0002887456,0.00013129706,0.000022787102],"category_scores_gemma":[0.00021501134,0.0002588735,0.000076850374,0.0002608442,0.000114801034,0.00038228653,0.000013933764,0.00041040438,0.0001701598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014127333,0.00022383088,0.119083054,0.000038659437,0.000019929372,0.00005950329,0.00010957199,0.8107803,0.0015510343,0.000017771607,0.0098866215,0.058088448],"study_design_scores_gemma":[0.000297419,0.00015796082,0.050460406,0.00011589304,0.000023080953,0.000007748179,0.000027790653,0.9443108,0.0029605548,0.00027734146,0.0010288688,0.00033217715],"about_ca_topic_score_codex":0.06320811,"about_ca_topic_score_gemma":0.0028048237,"teacher_disagreement_score":0.13353045,"about_ca_system_score_codex":0.00000831899,"about_ca_system_score_gemma":0.00007296341,"threshold_uncertainty_score":0.99998635},"labels":[],"label_agreement":null},{"id":"W2614440661","doi":"","title":"Enhanced Imaging of Hydraulic Fracturing Through Induced Seismicity","year":2010,"lang":"en","type":"article","venue":"44th U.S. Rock Mechanics Symposium and 5th U.S.-Canada Rock Mechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hydraulic fracturing; Induced seismicity; Geology; Geophysical imaging; Seismology; Petroleum engineering; Geotechnical engineering","score_opus":0.008215392112428055,"score_gpt":0.20516141214236513,"score_spread":0.19694602002993708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614440661","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36880752,0.0018548825,0.56621116,0.013050419,0.01587732,0.003083603,0.00094588933,0.0015344386,0.028634738],"genre_scores_gemma":[0.99150646,0.0006939409,0.0008966632,0.0060068867,0.00033015505,0.000015313179,0.00014848629,0.000071222385,0.00033087624],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9945053,0.00018751342,0.0011983883,0.0013795912,0.0013193963,0.0014098539],"domain_scores_gemma":[0.99679637,0.00028077382,0.0007848738,0.0011083818,0.0003937311,0.0006358817],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073957484,0.00094142056,0.001034419,0.00032771027,0.0009875229,0.0001805988,0.0011624304,0.00046612398,0.0007311702],"category_scores_gemma":[0.000106499574,0.00092061656,0.00024220908,0.00063744705,0.000018888812,0.0009497273,0.00029115696,0.0014087366,0.000044136083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041336447,0.0003042154,0.0017234739,0.00077619834,0.00036582095,0.00013628764,0.0024000688,0.02190227,0.93883383,0.008237245,0.018379433,0.0065277796],"study_design_scores_gemma":[0.00092008314,0.0002695295,0.000048870443,0.00015045587,0.00015035654,0.00015075765,0.00055257604,0.4360114,0.533222,0.008302059,0.019016664,0.0012052007],"about_ca_topic_score_codex":0.38106158,"about_ca_topic_score_gemma":0.061059684,"teacher_disagreement_score":0.6226989,"about_ca_system_score_codex":0.00008660839,"about_ca_system_score_gemma":0.0010279168,"threshold_uncertainty_score":0.99932444},"labels":[],"label_agreement":null},{"id":"W2614746893","doi":"","title":"Problems with a localized nature in exploration seismology","year":2017,"lang":"en","type":"dissertation","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Eidgenössische Technische Hochschule Zürich; ConocoPhillips; Research and Development Corporation of Newfoundland and Labrador; National Science Foundation","keywords":"Seismology; Geology","score_opus":0.012550622646843122,"score_gpt":0.2430734304810892,"score_spread":0.23052280783424609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614746893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8232877,0.013332532,0.0019115591,0.027427524,0.0070743077,0.0045578154,0.0006653572,0.002756885,0.118986286],"genre_scores_gemma":[0.9766389,0.0010335521,0.012164612,0.00045147017,0.00007653475,0.000059356524,0.0029146532,0.00003793826,0.006622974],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771726,0.000047218127,0.00052637653,0.0007611256,0.000430117,0.0005178932],"domain_scores_gemma":[0.99788696,0.000024520758,0.0008515163,0.0009669167,0.00019559072,0.00007448841],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002921266,0.0005094,0.00083095825,0.0016535443,0.00024100547,0.00006396484,0.0010894808,0.0020986851,0.00016296019],"category_scores_gemma":[0.0002211773,0.00042620275,0.0001093487,0.0006678141,0.0006229303,0.00078384124,0.000023240273,0.001768952,0.000046531517],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013517886,0.00035794367,0.20420358,0.0017169617,0.00058880093,0.0008170089,0.0019441633,0.0016798521,0.00059665274,0.0034652918,0.035294916,0.74798304],"study_design_scores_gemma":[0.001877692,0.00075718976,0.006338333,0.0021709448,0.00015108098,0.0000794505,0.00083019125,0.0023773976,0.013463598,0.012991355,0.95779926,0.0011634824],"about_ca_topic_score_codex":0.0033073903,"about_ca_topic_score_gemma":0.007799395,"teacher_disagreement_score":0.92250437,"about_ca_system_score_codex":0.00003508699,"about_ca_system_score_gemma":0.00037043812,"threshold_uncertainty_score":0.999819},"labels":[],"label_agreement":null},{"id":"W2614908489","doi":"10.1201/9781003078944-10","title":"An innovative micro-seismic source location technique","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Geology; Seismology; Computer science","score_opus":0.015200527747578074,"score_gpt":0.2130064076091122,"score_spread":0.19780587986153414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614908489","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051397838,0.0002342066,0.08928262,0.0012597998,0.0001519703,0.00050927675,0.00007808758,0.00096053653,0.90747213],"genre_scores_gemma":[0.19662564,0.00025637253,0.03395662,0.045567803,0.000698238,0.000008881579,0.0036733607,0.00007722786,0.7191359],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987094,0.000027343182,0.00031174687,0.0005086278,0.00024772758,0.00019520361],"domain_scores_gemma":[0.9990826,0.000038675054,0.00019308469,0.00034975895,0.00020939102,0.00012643971],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001990337,0.00032214966,0.00028817914,0.00023738878,0.00011868255,0.00007192236,0.0004122668,0.00031970674,0.0042072656],"category_scores_gemma":[0.000015801015,0.00028550276,0.000058031408,0.00014865394,0.00016224761,0.00022140998,0.000017885603,0.00052053266,0.0012767167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008604164,0.000022326854,0.0011326304,0.00016562617,0.00010098837,0.00004614485,0.0005403366,0.00027088678,0.0010026534,0.008222787,0.31018427,0.67822534],"study_design_scores_gemma":[0.000075320146,0.00026288093,0.00008128847,0.000110384724,0.000017691165,0.000030047617,0.000048503858,0.0102595985,0.008375598,0.011079239,0.9691304,0.00052906474],"about_ca_topic_score_codex":0.0018923288,"about_ca_topic_score_gemma":0.000017288043,"teacher_disagreement_score":0.6776962,"about_ca_system_score_codex":0.00001331204,"about_ca_system_score_gemma":0.00014375121,"threshold_uncertainty_score":0.9999597},"labels":[],"label_agreement":null},{"id":"W2616943786","doi":"10.3997/2214-4609.201701226","title":"Transmission Multicomponent Interferometric Extended Source Velocity Analysis","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Measure (data warehouse); Seismic interferometry; Interferometry; Reflection (computer programming); Inverse problem; Wavelet; Inverse; Transmission (telecommunications); Mathematical analysis; Field (mathematics); Physics; Optics; Mathematics; Computer science; Geometry","score_opus":0.020284622114096807,"score_gpt":0.24377747632608732,"score_spread":0.2234928542119905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616943786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96776634,0.00017315359,0.009435334,0.0012717765,0.00011322605,0.00011872907,0.0000062246363,0.0002674492,0.020847777],"genre_scores_gemma":[0.99392194,0.00006326918,0.004933936,0.0003090003,0.000041089494,8.724041e-7,0.000011009119,0.0000030661372,0.0007158205],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990913,0.0000060659295,0.00015668619,0.00028034774,0.00023689393,0.0002287022],"domain_scores_gemma":[0.99948865,0.00002192872,0.00013957813,0.00015189932,0.00006826853,0.00012969675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003188334,0.00011884316,0.00019039986,0.00039039168,0.00064290554,0.00026967458,0.00048902095,0.000056020737,0.0007548113],"category_scores_gemma":[0.000088312634,0.00009410637,0.00012361472,0.0003242129,0.00009708695,0.00038946338,0.000023302291,0.00014602797,0.00008446314],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033858076,0.000023368424,0.25491896,0.0000212318,0.000076301534,0.0000015953236,0.00044912146,0.000009722894,0.00034635444,0.000010485003,0.0020982951,0.7420107],"study_design_scores_gemma":[0.00023071184,0.00007526949,0.64949954,0.000026689811,0.0001550953,0.000005278195,0.0001564608,0.3006988,0.009381436,0.00034357072,0.039207745,0.00021941727],"about_ca_topic_score_codex":0.0031997035,"about_ca_topic_score_gemma":0.0000044548265,"teacher_disagreement_score":0.7417913,"about_ca_system_score_codex":0.000006918591,"about_ca_system_score_gemma":0.000008516216,"threshold_uncertainty_score":0.8264654},"labels":[],"label_agreement":null},{"id":"W2617086309","doi":"10.3997/2214-4609.201700751","title":"On The Depth Discrepancies between Downhole and Surface Monitoring","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Microseism; Induced seismicity; Geology; Dispersion (optics); Seismology; Geodesy; Broadband; Seismic velocity; Surface (topology); Surface wave; Acoustics; Optics; Geometry; Physics","score_opus":0.035548926919592126,"score_gpt":0.24906237793255145,"score_spread":0.21351345101295932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617086309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521508,0.000084701715,0.000005488899,0.00404667,0.00008219874,0.00006298529,0.00000489134,0.00007585775,0.043486394],"genre_scores_gemma":[0.9987683,0.000050806822,0.0004190419,0.00020441342,0.000108894346,4.5623673e-7,0.0000010494987,0.0000022089164,0.00044477254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950033,0.0000033010779,0.00006279836,0.00014705383,0.00013357574,0.0001529425],"domain_scores_gemma":[0.99969465,0.00006548866,0.00006537054,0.00010231129,0.000023933651,0.000048277438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026539213,0.00007539756,0.00007431886,0.000015880369,0.00074428366,0.0003344649,0.00026631006,0.000026716401,0.00004196482],"category_scores_gemma":[0.00013211985,0.000044826043,0.000014858272,0.000024137316,0.0001403658,0.00029078702,0.000025644658,0.00011479951,0.000042323645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035909045,0.0000010627567,0.97228986,0.0000060383154,0.0000038153166,3.222207e-7,0.0002030761,3.7445596e-7,0.000067234,0.00035294535,0.003646588,0.023425084],"study_design_scores_gemma":[0.000078462195,0.00007770006,0.9551993,0.00006879735,0.000010127446,0.0000030393817,0.0004888516,0.0008801203,0.0173961,0.007441325,0.01821876,0.0001373896],"about_ca_topic_score_codex":0.0018614584,"about_ca_topic_score_gemma":0.0000033126123,"teacher_disagreement_score":0.04661754,"about_ca_system_score_codex":0.0000019334939,"about_ca_system_score_gemma":0.0000051637744,"threshold_uncertainty_score":0.57245034},"labels":[],"label_agreement":null},{"id":"W2617212569","doi":"10.3997/2214-4609.201700749","title":"Calculation of the Focal Mechanism for Composite Microseismic Events","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Focal mechanism; Seismology; Geology; Azimuth; Oil shale; Amplitude; Thrust; Hydraulic fracturing; Focal point; Geodesy; Induced seismicity; Cardinal point; Optics; Physics; Geotechnical engineering; Paleontology","score_opus":0.01788677824891214,"score_gpt":0.24094010804475022,"score_spread":0.22305332979583808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617212569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939655,0.000024274117,0.0010630988,0.002204976,0.00026203896,0.00023150096,0.000016542617,0.000034647885,0.0021973895],"genre_scores_gemma":[0.99689204,0.0000074398854,0.0021905806,0.0005499674,0.00003900431,0.0000014748483,0.00000388185,0.0000021030944,0.00031348993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957657,0.000002285811,0.00009702103,0.00010697375,0.0001085773,0.00010856972],"domain_scores_gemma":[0.99963266,0.000011372364,0.0001526003,0.0000900054,0.00009053468,0.000022813729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014404369,0.000055934135,0.00007376644,0.00002080319,0.0003793258,0.000040844596,0.0003163462,0.000035339453,0.000010811907],"category_scores_gemma":[0.00005412617,0.00003741989,0.000057275527,0.000022578079,0.00005987278,0.00017660021,0.000018729319,0.00004770471,0.000006524938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077434626,0.00002227953,0.872599,0.000113593785,0.000023903938,1.5755326e-7,0.00056315085,0.000006676864,0.020551736,0.009518501,0.012691334,0.08383225],"study_design_scores_gemma":[0.0005425409,0.00011350127,0.4161048,0.000146811,0.00003755479,0.000011401154,0.000075195785,0.16000438,0.33407682,0.074688554,0.014002609,0.0001958337],"about_ca_topic_score_codex":0.0008937725,"about_ca_topic_score_gemma":0.0000035959386,"teacher_disagreement_score":0.45649418,"about_ca_system_score_codex":0.0000027644296,"about_ca_system_score_gemma":0.0000101256,"threshold_uncertainty_score":0.29175058},"labels":[],"label_agreement":null},{"id":"W2617240528","doi":"10.3997/2214-4609.201700677","title":"Temporal Dispersion Correction and Prediction by Using Spectral Mapping","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Dispersion (optics); Finite difference; Finite difference method; TRACE (psycholinguistics); Computer science; Algorithm; Mathematics; Optics; Physics; Mathematical analysis","score_opus":0.019537935863833122,"score_gpt":0.21964766011224873,"score_spread":0.2001097242484156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617240528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887176,0.00011927318,0.00045248235,0.0003958743,0.00052284956,0.00008057013,0.000010184013,0.00013112258,0.009570041],"genre_scores_gemma":[0.99828035,0.00006931452,0.0009752714,0.00014391424,0.00012077145,2.7763951e-7,0.000014199879,0.000002549251,0.0003933536],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994756,0.0000026913365,0.00008503406,0.00018122165,0.00011209531,0.00014337222],"domain_scores_gemma":[0.99976474,0.0000052160767,0.00009592105,0.000048563863,0.000026732281,0.000058852263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016109316,0.000075762626,0.00007238886,0.00005139623,0.0006519512,0.00023484173,0.00009654392,0.00004425787,0.00007961827],"category_scores_gemma":[0.000038431575,0.00006694836,0.000018346549,0.000033487777,0.00008928774,0.0007368063,0.000013216894,0.000097616285,0.0000082231345],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010591807,0.0000032647977,0.9123434,0.00001148274,0.0000028883646,4.1521625e-7,0.00017327082,7.3539735e-7,0.0023654655,0.000004809728,0.029829994,0.055253714],"study_design_scores_gemma":[0.0003211544,0.00014658125,0.33162206,0.00015087887,0.000019631243,0.00009678233,0.0009748706,0.5992212,0.015415855,0.00054472213,0.051216282,0.00026994557],"about_ca_topic_score_codex":0.0041721547,"about_ca_topic_score_gemma":0.0000040748027,"teacher_disagreement_score":0.5992205,"about_ca_system_score_codex":0.0000075595085,"about_ca_system_score_gemma":0.000006998927,"threshold_uncertainty_score":0.63070774},"labels":[],"label_agreement":null},{"id":"W2617273663","doi":"10.3997/2214-4609.201701389","title":"Improved Time-lapse Data Repeatability with Randomized Sampling and Distributed Compressive Sensing","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Repeatability; Compressed sensing; Computer science; Sampling (signal processing); Artificial intelligence; Statistics; Computer vision; Mathematics","score_opus":0.02946442548802516,"score_gpt":0.25321199277668427,"score_spread":0.2237475672886591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617273663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811101,0.00027220036,0.007186847,0.0023656394,0.00012219255,0.0008222667,0.00041158305,0.0004105756,0.007298588],"genre_scores_gemma":[0.98187226,0.000036612186,0.01749616,0.00021426995,0.000058766684,6.353458e-7,0.0002443324,0.000004328545,0.00007265148],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900925,0.000015801128,0.00017364642,0.00044215392,0.00014102974,0.00021813776],"domain_scores_gemma":[0.9989821,0.00014856104,0.00024540463,0.0004090876,0.000116487136,0.00009840277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090996607,0.00013991908,0.00032037904,0.000032126914,0.00063069316,0.0004599657,0.00042796484,0.000045570272,0.000057109915],"category_scores_gemma":[0.00085660996,0.00009642024,0.000023055087,0.000037840367,0.00049824105,0.0008493685,0.00012276048,0.00014998208,0.0000074886134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.037933808,0.00006689544,0.48808652,0.00048655327,0.00032902576,0.000028176772,0.0018758823,0.000014039839,0.0040722894,0.00009307995,0.015365979,0.45164773],"study_design_scores_gemma":[0.018437563,0.0000793968,0.01796628,0.00019432392,0.00011571321,0.00008562781,0.0002780594,0.95287275,0.0028517842,0.0013807776,0.0053326944,0.00040502785],"about_ca_topic_score_codex":0.0038478796,"about_ca_topic_score_gemma":0.000011849605,"teacher_disagreement_score":0.9528587,"about_ca_system_score_codex":0.000003474114,"about_ca_system_score_gemma":0.000022011527,"threshold_uncertainty_score":0.58168685},"labels":[],"label_agreement":null},{"id":"W2617666381","doi":"10.3997/2214-4609.201701433","title":"A Model Based Data Driven Dictionary Learning for Seismic Data Representation","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fourier transform; Scaling; Algorithm; Interpolation (computer graphics); Mathematics; Gaussian; Kernel (algebra); Applied mathematics; Computer science; Mathematical analysis; Artificial intelligence; Geometry; Physics","score_opus":0.12514845859928733,"score_gpt":0.3191437030081206,"score_spread":0.19399524440883328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617666381","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36280918,0.00046330076,0.4981218,0.039425798,0.0014163656,0.0024691573,0.0028831337,0.0024293384,0.08998193],"genre_scores_gemma":[0.9691071,0.00003506789,0.027076175,0.000793637,0.00013266619,0.0000028412,0.002211298,0.000005585122,0.00063561724],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990496,0.0000046618875,0.0001236418,0.00047325282,0.00017378938,0.00017505889],"domain_scores_gemma":[0.9990575,0.00004412569,0.0001597155,0.00060986425,0.000072416384,0.00005643155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042144148,0.000086384534,0.00009636746,0.00005882381,0.0007628272,0.00026215293,0.0014929031,0.000044025248,0.000057332913],"category_scores_gemma":[0.00047847637,0.00008000682,0.000019312756,0.00003833227,0.0000767358,0.0018937449,0.0001628152,0.00012475684,0.000024266184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010516719,0.000020558311,0.3673584,0.00008066024,0.000022259468,0.0000014009795,0.00019847049,0.008132455,0.00021533201,0.000042885513,0.3682733,0.25554913],"study_design_scores_gemma":[0.00019967834,0.000030109768,0.005006253,0.000026391652,0.000018988945,0.0000030759168,0.00008568875,0.95512414,0.00019649428,0.0010019445,0.038204167,0.00010307579],"about_ca_topic_score_codex":0.0010795244,"about_ca_topic_score_gemma":0.0000069352104,"teacher_disagreement_score":0.9469917,"about_ca_system_score_codex":0.000003502237,"about_ca_system_score_gemma":0.000048827394,"threshold_uncertainty_score":0.5867127},"labels":[],"label_agreement":null},{"id":"W2618061519","doi":"","title":"Geomechanical modeling of induced microseismicity","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Geomechanics; Seismology; Geotechnical engineering","score_opus":0.02454717197656734,"score_gpt":0.22825317224515657,"score_spread":0.20370600026858923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618061519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97569954,0.000042662436,0.0010255713,0.00024162536,0.0001947372,0.000062903375,0.000005857484,0.00014148591,0.022585591],"genre_scores_gemma":[0.99344784,0.000011335886,0.00535593,0.0010499496,0.0000812119,3.0172927e-7,0.000018849018,0.0000049868086,0.000029577177],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882317,0.00006474273,0.00035860934,0.00024347026,0.00022586035,0.00028416293],"domain_scores_gemma":[0.99929166,0.00018181298,0.00015208659,0.00020605313,0.00006526284,0.00010312019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009297505,0.00012641595,0.00019881167,0.00008339095,0.000103820385,0.0000291543,0.00024963685,0.00010403821,0.000016499285],"category_scores_gemma":[0.00033666455,0.00011338893,0.000067170535,0.000102615944,0.000036179455,0.00012335066,0.000017471813,0.0002202321,0.000087716464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016574185,0.00020685718,0.3162768,0.00028362672,0.00008532626,0.000023716191,0.0010826538,0.27907515,0.036398634,0.00022435967,0.005683003,0.36049417],"study_design_scores_gemma":[0.00023834669,0.00013353382,0.01233666,0.0001452647,0.000015312791,0.000012496383,0.000106282634,0.9505882,0.03198734,0.00235778,0.0018205304,0.00025824356],"about_ca_topic_score_codex":0.09323399,"about_ca_topic_score_gemma":0.00039595473,"teacher_disagreement_score":0.6715131,"about_ca_system_score_codex":0.000003727918,"about_ca_system_score_gemma":0.00002641256,"threshold_uncertainty_score":0.91280425},"labels":[],"label_agreement":null},{"id":"W2618362447","doi":"10.1007/s00024-017-1573-3","title":"Fast Computation of Global Sensitivity Kernel Database Based on Spectral-Element Simulations","year":2017,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Isotropy; Computation; Sensitivity (control systems); Finite element method; Kernel (algebra); Wavenumber; Algorithm; Amplitude; Mathematical analysis; Geometry; Physics; Mathematics; Optics","score_opus":0.013595890431491713,"score_gpt":0.24039472425634764,"score_spread":0.22679883382485594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618362447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97475094,0.00000817442,0.0149876205,0.00045894246,0.00007045049,0.00015743192,0.0005806271,0.00004453103,0.008941274],"genre_scores_gemma":[0.9978165,0.0000027656993,0.0014383921,0.000470187,0.000054733224,3.2255235e-7,0.00020852771,0.0000014530128,0.0000071303557],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994938,0.000013622098,0.000085572894,0.0001558738,0.00014320225,0.00010792666],"domain_scores_gemma":[0.9996115,0.000039811082,0.000098462515,0.00018804129,0.000019765115,0.000042405307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008725003,0.00008191322,0.000103034545,0.000012888488,0.00024389834,0.00004934369,0.00006301986,0.000022002905,0.000022860284],"category_scores_gemma":[0.0000064711294,0.0000729677,0.000022175616,0.000038576465,0.00008399045,0.000086659486,0.0000117791105,0.000057002584,0.000014932546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021137977,0.00024300355,0.19909455,0.00012395352,0.000042766627,0.000012357381,0.00017958521,0.108640246,0.0020806424,0.0067440514,0.003978822,0.67864865],"study_design_scores_gemma":[0.00037509864,0.00006818434,0.33635733,0.000028418059,0.000021245058,7.037401e-7,0.000038523227,0.6504749,0.005261834,0.006919246,0.00030497066,0.00014956851],"about_ca_topic_score_codex":0.0010430139,"about_ca_topic_score_gemma":0.00006076252,"teacher_disagreement_score":0.6784991,"about_ca_system_score_codex":0.0000032316225,"about_ca_system_score_gemma":0.000018272549,"threshold_uncertainty_score":0.29755366},"labels":[],"label_agreement":null},{"id":"W2618629513","doi":"10.3997/2214-4609.201700866","title":"Separating Diffractions and Specular Reflections after Imaging","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Specular reflection; Workflow; Reflection (computer programming); Computer science; Computer vision; Filter (signal processing); Process (computing); Matching (statistics); Specular highlight; Artificial intelligence; Diffraction; Computer graphics (images); Geology; Optics; Database; Mathematics; Physics","score_opus":0.016564214058208477,"score_gpt":0.27067296077844333,"score_spread":0.25410874672023487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618629513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66806656,0.00034337514,0.00024714804,0.0047068405,0.00021334155,0.000111857575,0.000008334531,0.00024872227,0.32605383],"genre_scores_gemma":[0.99518174,0.000041066625,0.0031151618,0.00090274104,0.00011276116,0.000002255769,0.000002442146,0.0000027435312,0.0006390965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995088,0.000002367401,0.000076890814,0.00017484615,0.00008606468,0.00015102162],"domain_scores_gemma":[0.99974144,0.000010273473,0.00006797394,0.0000839029,0.00003454715,0.00006186092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012285574,0.00007181294,0.00006482866,0.000055160945,0.0008428169,0.00040688034,0.000108436136,0.000020856114,0.00025448142],"category_scores_gemma":[0.00006686813,0.00006361798,0.000022941338,0.0000331759,0.00010775369,0.00072005263,0.00001925783,0.00011446315,0.000047179743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009597947,0.0000052995065,0.91786754,0.000014445364,0.000006307876,0.0000051348256,0.00035496685,4.5987207e-7,0.00039913988,0.00012961222,0.011473788,0.06973368],"study_design_scores_gemma":[0.00018109707,0.000036865382,0.6167842,0.00007128665,0.00002943863,0.00014182413,0.00091908075,0.018610174,0.0029153952,0.0052225552,0.3547886,0.0002994479],"about_ca_topic_score_codex":0.0009970927,"about_ca_topic_score_gemma":0.000014011425,"teacher_disagreement_score":0.34331483,"about_ca_system_score_codex":0.0000031231505,"about_ca_system_score_gemma":0.00000713577,"threshold_uncertainty_score":0.64823514},"labels":[],"label_agreement":null},{"id":"W2618891559","doi":"10.3997/2214-4609.201701231","title":"Frequency Domain Multi-parameter Full Waveform Inversion for Acoustic VTI Media","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Inversion (geology); Transverse isotropy; Geology; Isotropy; Frequency domain; Conjugate gradient method; Acoustics; Physics; Mathematical analysis; Algorithm; Mathematics; Seismology; Optics","score_opus":0.03233800484333185,"score_gpt":0.24784599239656832,"score_spread":0.21550798755323647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618891559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688163,0.00012605748,0.0047677043,0.003046114,0.00101821,0.0005894723,0.00007019067,0.00036670335,0.021199288],"genre_scores_gemma":[0.92040735,0.000043047185,0.07763663,0.0014177895,0.00018063531,0.0000065899217,0.000035536017,0.00000751111,0.0002649281],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893576,0.0000033296647,0.00017636149,0.00031163756,0.0002093534,0.00036354814],"domain_scores_gemma":[0.99928075,0.00007377861,0.00017469247,0.00017338377,0.00011531145,0.00018206607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003799198,0.00015947968,0.00016907451,0.00009911829,0.00065092905,0.00023607785,0.00052408077,0.00010742376,0.00035319955],"category_scores_gemma":[0.00079066,0.00012669722,0.00008293861,0.00004864131,0.00017938479,0.0007473788,0.000030074087,0.00014552061,0.00019886561],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027871714,0.00009940917,0.42596835,0.0004926964,0.00007102327,0.000016106695,0.005216632,0.000003787948,0.016856423,0.00081921427,0.18951851,0.36065912],"study_design_scores_gemma":[0.0061031347,0.00148116,0.13395105,0.00066245365,0.00024261847,0.00013913788,0.0053349664,0.45478314,0.051569164,0.21999744,0.122931704,0.0028040211],"about_ca_topic_score_codex":0.0011009555,"about_ca_topic_score_gemma":0.00004652432,"teacher_disagreement_score":0.45477936,"about_ca_system_score_codex":0.000012313976,"about_ca_system_score_gemma":0.00003368778,"threshold_uncertainty_score":0.51665634},"labels":[],"label_agreement":null},{"id":"W2618987017","doi":"10.3997/2214-4609.201700594","title":"Shear Wave Reconstruction from Low Cost Randomized Acquisition","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Data acquisition; Interpolation (computer graphics); Shear waves; Longitudinal wave; Geology; Shear (geology); Sampling (signal processing); Computer science; Acoustics; Geodesy; Wave propagation; Computer vision; Filter (signal processing); Physics; Optics","score_opus":0.016455250908445046,"score_gpt":0.21791872238199483,"score_spread":0.2014634714735498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618987017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8932403,0.00011242662,0.00066864863,0.002431203,0.0009193365,0.0004482419,0.000040881332,0.00029456918,0.10184444],"genre_scores_gemma":[0.99434733,0.00012502927,0.0041654697,0.0007879394,0.00025393235,0.000003961831,0.00003658173,0.0000032200523,0.0002765608],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929446,0.000010573583,0.0001558805,0.00022232915,0.00015096502,0.000165809],"domain_scores_gemma":[0.99951303,0.000046136436,0.00018165912,0.00011094191,0.000077270786,0.000070965405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040927765,0.00009837767,0.00020640303,0.000055835877,0.00046063412,0.0003108741,0.00017646304,0.00006749086,0.0017699314],"category_scores_gemma":[0.00017477376,0.000080048514,0.000071104834,0.000029475335,0.00023283373,0.00076369545,0.000012967907,0.00011348867,0.00022797658],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038409906,0.000010484442,0.07473571,0.000023368264,0.000032658456,0.00000381899,0.00044081602,0.0000014298827,0.0003508704,0.00018794464,0.022135908,0.898236],"study_design_scores_gemma":[0.07951073,0.0001612775,0.1749626,0.0008513991,0.00021167746,0.00020149155,0.0012396284,0.48833328,0.10234609,0.117082,0.033684414,0.0014153931],"about_ca_topic_score_codex":0.0048986794,"about_ca_topic_score_gemma":0.0000039376096,"teacher_disagreement_score":0.8968206,"about_ca_system_score_codex":0.000006065913,"about_ca_system_score_gemma":0.000012597229,"threshold_uncertainty_score":0.9991426},"labels":[],"label_agreement":null},{"id":"W2619058160","doi":"10.3997/2214-4609.201700831","title":"Extending the Search Space of Time-domain Adjoint-state FWI with Randomized Implicit Time Shifts","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Maxima and minima; Spacetime; Uniqueness; Time domain; Time derivative; Algorithm; Computer science; Mathematical optimization; Applied mathematics; Mathematics; Mathematical analysis; Geology; Physics","score_opus":0.009769016648439672,"score_gpt":0.2230756550931512,"score_spread":0.2133066384447115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619058160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88544697,0.00020537844,0.00032605024,0.0053063906,0.000063947766,0.0006300323,0.000023229413,0.00016287627,0.107835144],"genre_scores_gemma":[0.99324054,0.00008168713,0.0028297808,0.00031515662,0.00005669993,0.000004009806,0.000006552542,0.00000869417,0.003456884],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988483,0.000030115141,0.0001987282,0.00024836362,0.0003458107,0.0003286402],"domain_scores_gemma":[0.99916434,0.00016555873,0.00024250659,0.00020946645,0.00013339035,0.00008476168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017546377,0.0001509021,0.00034801863,0.00008660627,0.00052559486,0.00023284933,0.00058541115,0.00003825827,0.0006415268],"category_scores_gemma":[0.00019181414,0.00008418772,0.000074793665,0.000105448926,0.0005661637,0.00041516082,0.00004749437,0.0001872698,0.00026331074],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06617002,0.00018296245,0.24462467,0.0007731373,0.00087912567,0.00006911644,0.022992881,0.00015896505,0.039756715,0.0051646354,0.20570478,0.413523],"study_design_scores_gemma":[0.1079413,0.0019510251,0.097314805,0.0021566912,0.00047718827,0.00042477,0.0033813193,0.37420687,0.26520514,0.07692862,0.06691532,0.003096959],"about_ca_topic_score_codex":0.002359571,"about_ca_topic_score_gemma":0.000003307734,"teacher_disagreement_score":0.41042605,"about_ca_system_score_codex":0.0000051049747,"about_ca_system_score_gemma":0.00003956688,"threshold_uncertainty_score":0.70242685},"labels":[],"label_agreement":null},{"id":"W2619093707","doi":"10.3997/2214-4609.201700793","title":"Full Waveform Inversion of Crosshole Data in Tilted Transversely Isotropic Media","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Transverse isotropy; Geology; Inversion (geology); Anisotropy; Weighting; Synthetic data; Gaussian; Isotropy; Offset (computer science); Waveform; Smoothing; Algorithm; Acoustics; Seismology; Optics; Computer science; Physics; Radar","score_opus":0.045082474316414864,"score_gpt":0.25581964862281936,"score_spread":0.21073717430640448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619093707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97542995,0.00006485465,0.000021920214,0.0010051271,0.00017629683,0.00009778988,0.000054622116,0.000059288865,0.023090143],"genre_scores_gemma":[0.9982884,0.00011292957,0.0011568005,0.00022021693,0.00004346087,3.2880214e-7,0.0000705278,0.0000030277592,0.000104321276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991106,0.0000035049313,0.00018509028,0.0002588548,0.00023246458,0.00020950599],"domain_scores_gemma":[0.99940765,0.000019876143,0.00014152216,0.0003131379,0.000052414052,0.000065420085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032771614,0.00009667402,0.00015646305,0.00011559167,0.0001667199,0.00008107946,0.00097314216,0.000068183974,0.00043482534],"category_scores_gemma":[0.00015432005,0.00008177665,0.000026124639,0.00008824218,0.00019718499,0.0010419062,0.00006147021,0.00014123115,0.000072069735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022955122,0.000039147228,0.7831399,0.00015313191,0.00001207627,0.000008611139,0.002712963,0.000001937833,0.0020867952,0.00011997566,0.021218672,0.19027723],"study_design_scores_gemma":[0.002275289,0.00044390486,0.639658,0.00040539438,0.000046317775,0.000023230028,0.002278474,0.22207507,0.040144425,0.0050224774,0.0869712,0.00065623113],"about_ca_topic_score_codex":0.0052868947,"about_ca_topic_score_gemma":0.0001753523,"teacher_disagreement_score":0.22207314,"about_ca_system_score_codex":0.0000053637664,"about_ca_system_score_gemma":0.000028715513,"threshold_uncertainty_score":0.79922384},"labels":[],"label_agreement":null},{"id":"W2619136711","doi":"10.3997/2214-4609.201701261","title":"Microseismic Event Localization via Least-squares Full Waveform Inversion with Group Sparsity Constraints","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Regularization (linguistics); Inverse problem; Microseism; Operator (biology); Algorithm; Waveform; Least-squares function approximation; Computer science; Mathematical optimization; Geology; Mathematics; Seismology; Mathematical analysis; Artificial intelligence; Telecommunications","score_opus":0.011556237673299628,"score_gpt":0.20739216338768052,"score_spread":0.19583592571438088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619136711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574218,0.00008086692,0.017886506,0.0013553872,0.00028944327,0.00036393033,0.000020793232,0.00031106675,0.0222702],"genre_scores_gemma":[0.99708945,0.0000487905,0.0014571424,0.0011050396,0.00006986877,0.0000011130463,0.000047104964,0.0000055691826,0.00017591512],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896246,0.0000057553657,0.00015216177,0.00031400748,0.00026951713,0.00029609565],"domain_scores_gemma":[0.9993895,0.000009771936,0.00021436646,0.00014665893,0.00011243471,0.0001272359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024880545,0.00016464657,0.00015215995,0.00008978829,0.000817901,0.00023095647,0.00037033999,0.00007928313,0.0004603435],"category_scores_gemma":[0.00003355628,0.00012804235,0.000042969037,0.000072331946,0.00043682032,0.0008017069,0.000036034366,0.00015080448,0.00019666503],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002349361,0.00004199951,0.64242315,0.00012281312,0.00002522601,0.00001151757,0.00065629557,0.000028196942,0.0012372435,0.00013478205,0.015367687,0.33971617],"study_design_scores_gemma":[0.0027636206,0.001986469,0.25664347,0.00082744454,0.00013960763,0.0004328842,0.002355379,0.5421958,0.051089007,0.007717773,0.1321472,0.0017013438],"about_ca_topic_score_codex":0.0028461937,"about_ca_topic_score_gemma":0.000047677502,"teacher_disagreement_score":0.5421676,"about_ca_system_score_codex":0.000016883268,"about_ca_system_score_gemma":0.000024944227,"threshold_uncertainty_score":0.6290716},"labels":[],"label_agreement":null},{"id":"W2619244698","doi":"10.3997/2214-4609.201701125","title":"Sparsity-promoting Least-squares Migration with the Linearized Inverse Scattering Imaging Condition","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inverse problem; Inverse scattering problem; Computer science; Seismic migration; Algorithm; Operator (biology); Scattering; Inversion (geology); Inverse; Mathematical optimization; Convergence (economics); Mathematics; Optics; Mathematical analysis; Physics; Geometry","score_opus":0.014273211836716638,"score_gpt":0.2209842688078975,"score_spread":0.20671105697118086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619244698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798641,0.000031752097,0.00034179943,0.012452788,0.00009374781,0.00015848948,0.0000055512114,0.00017675123,0.006874982],"genre_scores_gemma":[0.99719936,0.000012872857,0.0011449785,0.0013310779,0.00013554706,0.0000022214074,0.00001821761,0.0000046320447,0.00015108712],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992726,0.000005975297,0.000100033925,0.00021464344,0.0001954218,0.00021132904],"domain_scores_gemma":[0.999512,0.00002014186,0.0001946702,0.00012818901,0.000092317125,0.00005264736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035403355,0.000112998365,0.00009543239,0.000058435584,0.0011828153,0.0005934658,0.00032630123,0.000025456055,0.00013211709],"category_scores_gemma":[0.000071908355,0.000074013624,0.000029917086,0.00005713188,0.00022263835,0.000988689,0.000026918315,0.00015872583,0.000066608554],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004737787,0.000007655893,0.91687024,0.000049186023,0.000012556382,0.0000051953616,0.0022537727,0.000014946684,0.003913113,0.000026996266,0.01591834,0.060880594],"study_design_scores_gemma":[0.0010084936,0.00019382738,0.31321263,0.00042099264,0.00008549036,0.0001382647,0.0048911828,0.5746425,0.056808863,0.0013622099,0.046585288,0.00065027404],"about_ca_topic_score_codex":0.0032733807,"about_ca_topic_score_gemma":0.000121441764,"teacher_disagreement_score":0.60365766,"about_ca_system_score_codex":0.000005835597,"about_ca_system_score_gemma":0.000015826989,"threshold_uncertainty_score":0.9097378},"labels":[],"label_agreement":null},{"id":"W2619308381","doi":"10.37099/mtu.dc.etdr/323","title":"COMPARISON OF STACKING RESULTS USING CONVENTIONAL AND WEIGHTED TECHNIQUES, AND THEIR AFFECT ON COHERENCE ATTRIBUTE FOR PENOBSCOT SEISMIC DATA OF NOVA SCOTIA, CANADA","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coherence (philosophical gambling strategy); Nova scotia; Stacking; Stack (abstract data type); Data set; Set (abstract data type); Data mining; Computer science; Geology; Seismology; Algorithm; Remote sensing; Artificial intelligence; Statistics; Mathematics; Physics","score_opus":0.09262792445791353,"score_gpt":0.3379884964104391,"score_spread":0.24536057195252559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619308381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771182,0.0020031491,0.0011165052,0.00014836727,0.00064514007,0.0011678885,0.013521623,0.00006253423,0.0042165746],"genre_scores_gemma":[0.9838448,0.00006471844,0.002644694,0.00004935003,0.000032179,5.276409e-7,0.012961813,0.000006880887,0.0003949982],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868965,0.00005009502,0.00042745285,0.00042028318,0.00023593857,0.0001765492],"domain_scores_gemma":[0.99828506,0.0003460771,0.00071786623,0.0004423097,0.0001510447,0.000057663103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049106055,0.00021784975,0.0004938681,0.00012416638,0.00015738566,0.000043505304,0.00041593483,0.00013629196,0.000068685375],"category_scores_gemma":[0.00008536112,0.00017459298,0.000031991985,0.000055645687,0.00012145348,0.00016787196,0.000023492259,0.00017197072,2.6039694e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031914962,0.00016464705,0.20060848,0.0042888583,0.00049278326,0.000014143935,0.00076631777,0.00009467567,0.0027248703,0.00013198858,0.2168866,0.57063514],"study_design_scores_gemma":[0.0020200294,0.00128921,0.032459788,0.0051776497,0.00025197704,0.00003150687,0.0023813953,0.4225891,0.50227314,0.00055947225,0.029800879,0.0011658288],"about_ca_topic_score_codex":0.8002388,"about_ca_topic_score_gemma":0.4562385,"teacher_disagreement_score":0.56946933,"about_ca_system_score_codex":0.000011042568,"about_ca_system_score_gemma":0.000457021,"threshold_uncertainty_score":0.7119695},"labels":[],"label_agreement":null},{"id":"W2619662283","doi":"10.3997/2214-4609.201701003","title":"Velocity Building by Reflection Waveform Inversion without Cycle-skipping","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Inversion (geology); Computer science; Waveform; Reflection (computer programming); Wavenumber; Image (mathematics); Geodesy; Geology; Algorithm; Optics; Computer vision; Physics; Seismology; Telecommunications","score_opus":0.019080554785408745,"score_gpt":0.255679865835167,"score_spread":0.23659931104975826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619662283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91640097,0.000066321154,0.00041492697,0.0015473409,0.00033347931,0.00012023181,0.000006894782,0.00032060733,0.080789216],"genre_scores_gemma":[0.9943618,0.000075134594,0.0039022546,0.0009333729,0.000127231,0.0000010791522,0.000010690492,0.0000052283085,0.00058319845],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905246,0.0000041204617,0.00013907015,0.0002886741,0.00023265331,0.00028300515],"domain_scores_gemma":[0.99950093,0.000010037277,0.00018764619,0.00012454095,0.00007398732,0.0001028595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036850935,0.00012943677,0.00013019812,0.00008113244,0.0011645303,0.00033204744,0.00036301484,0.000083942105,0.00016197276],"category_scores_gemma":[0.00013111134,0.00011310932,0.000043803408,0.00007138884,0.00011267823,0.0011486671,0.00003717545,0.00019924817,0.00007946272],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006177344,0.000014753221,0.45950267,0.00007046746,0.0000173916,0.0000021624069,0.00057181995,0.0000031027391,0.007831094,0.000130184,0.09089621,0.4408984],"study_design_scores_gemma":[0.00096267596,0.00031970232,0.0686934,0.0003944552,0.00005112749,0.000080399805,0.00082119426,0.3454986,0.19998284,0.012362171,0.3698072,0.0010262245],"about_ca_topic_score_codex":0.004362877,"about_ca_topic_score_gemma":0.000008714962,"teacher_disagreement_score":0.43987215,"about_ca_system_score_codex":0.000020463513,"about_ca_system_score_gemma":0.000015598102,"threshold_uncertainty_score":0.8956743},"labels":[],"label_agreement":null},{"id":"W2620300474","doi":"10.3997/2214-4609.201700506","title":"Mitigating Cycle Skipping in Full Waveform Inversion by Using a Scaled-Sobolev Objective Function","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Smoothing; Offset (computer science); Frequency domain; Waveform; Inversion (geology); Mathematics; Algorithm; Computer science; Mathematical analysis; Statistics; Geology; Telecommunications","score_opus":0.01402551014609918,"score_gpt":0.22560570745182384,"score_spread":0.21158019730572467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620300474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97728807,0.00008067994,0.00017621048,0.00039003257,0.00020176166,0.00013948084,0.0000052276605,0.00011503737,0.021603517],"genre_scores_gemma":[0.99789476,0.000021788012,0.0012769008,0.0005967185,0.000088981746,0.0000012512216,0.000011648787,0.0000056111257,0.000102307284],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896115,0.000005400721,0.00020001833,0.00030480258,0.00021152536,0.00031709872],"domain_scores_gemma":[0.9995137,0.000018630039,0.00021722952,0.000098044315,0.000068990455,0.00008339669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040709318,0.00013662661,0.00014838987,0.00013210505,0.00067647273,0.00023578209,0.00024202213,0.00008685793,0.000139479],"category_scores_gemma":[0.00014785421,0.00012723546,0.000043912256,0.00011867866,0.00011474689,0.0012577443,0.000038493705,0.00022326005,0.000053459276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010892436,0.000023458564,0.70853585,0.00008696789,0.000013563145,0.0000040637547,0.0015184559,0.000034717676,0.017313626,0.000026480977,0.005392058,0.26694182],"study_design_scores_gemma":[0.000948359,0.00027408556,0.08143547,0.0006621095,0.000031916064,0.00003502114,0.0038956485,0.8550961,0.045779675,0.005644137,0.0055721747,0.0006252975],"about_ca_topic_score_codex":0.007958497,"about_ca_topic_score_gemma":0.000040979416,"teacher_disagreement_score":0.8550614,"about_ca_system_score_codex":0.00003399642,"about_ca_system_score_gemma":0.00002317881,"threshold_uncertainty_score":0.9986476},"labels":[],"label_agreement":null},{"id":"W2620531485","doi":"10.3997/2214-4609.201700720","title":"Data Normalization Strategies for Full-waveform Inversion","year":2017,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Normalization (sociology); Computer science; Inversion (geology); Waveform; Geology; Telecommunications; Seismology","score_opus":0.06331396860443557,"score_gpt":0.2780300381011698,"score_spread":0.21471606949673422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620531485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6542576,0.0002164027,0.0164045,0.0073138196,0.0013852441,0.0010209731,0.00045395177,0.0008409872,0.3181065],"genre_scores_gemma":[0.99337983,0.000056469566,0.0051571894,0.0006348288,0.00014958985,0.0000013118257,0.00029726492,0.000003266836,0.00032024618],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937403,0.0000013265955,0.00010117618,0.00022181196,0.0001285285,0.00017313295],"domain_scores_gemma":[0.99949443,0.000011665378,0.00012763026,0.00022913753,0.00008663802,0.0000504798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002843286,0.00007961415,0.00007843917,0.00004867565,0.0006246195,0.00046922488,0.00071684335,0.000046339665,0.0001805807],"category_scores_gemma":[0.00010311964,0.000065590386,0.000019773683,0.00003207051,0.000078954974,0.002505569,0.000055740664,0.000054769684,0.000062889594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016014026,0.000019415987,0.16519363,0.0002569797,0.000022657827,0.0000014380529,0.0007063216,0.000012000151,0.0007601873,0.0034647721,0.45265627,0.37674618],"study_design_scores_gemma":[0.00036406162,0.00017826939,0.012819082,0.000051147377,0.000019747897,0.000010207997,0.0013674807,0.5572355,0.002181787,0.012953627,0.41256067,0.00025845473],"about_ca_topic_score_codex":0.0009614889,"about_ca_topic_score_gemma":0.000040857733,"teacher_disagreement_score":0.5572235,"about_ca_system_score_codex":0.0000031587533,"about_ca_system_score_gemma":0.000033687975,"threshold_uncertainty_score":0.48041314},"labels":[],"label_agreement":null},{"id":"W2622180262","doi":"","title":"Application of surface-derived attributes in determining boundaries of potential-field sources","year":2015,"lang":"fa","type":"article","venue":"مجله ژئوفیزیک ایران","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curvature; Geometry; Surface (topology); Mathematics; Ridge; Mathematical analysis; Directional derivative; Noise (video); Interpretation (philosophy); Boundary (topology); Geology; Computer science; Artificial intelligence","score_opus":0.022709510077072382,"score_gpt":0.23411454865657855,"score_spread":0.21140503857950615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622180262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894815,0.0030508218,0.004069298,0.0012021402,0.0004706639,0.00025854103,0.00010149505,0.000071556824,0.0012939703],"genre_scores_gemma":[0.9962838,0.00017886753,0.0028451602,0.00033205398,0.000060325736,0.0000016504033,0.00008017561,0.000009746987,0.00020816561],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979964,0.00016935403,0.0006725773,0.00034633197,0.00043870634,0.0003766532],"domain_scores_gemma":[0.99864995,0.0002214043,0.00044601,0.00035592497,0.0001837155,0.00014298262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008122209,0.00022433524,0.00049118866,0.000202369,0.00011988126,0.00009235536,0.0004189361,0.00020178487,0.00018359747],"category_scores_gemma":[0.00025556,0.00021785384,0.00010275792,0.00041345452,0.00054551614,0.00032142937,0.000059308328,0.00022544777,0.000048604128],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030322347,0.00014227419,0.8385765,0.00028714875,0.000057932582,0.000016652551,0.0069243265,0.0035112954,0.010389384,0.000097152784,0.015266708,0.124427415],"study_design_scores_gemma":[0.0021059662,0.0017967336,0.11127965,0.00071663706,0.00015496244,0.000039737824,0.01165456,0.26766407,0.5219316,0.0041094287,0.0775179,0.0010287613],"about_ca_topic_score_codex":0.023974862,"about_ca_topic_score_gemma":0.00023423054,"teacher_disagreement_score":0.7272968,"about_ca_system_score_codex":0.000016180973,"about_ca_system_score_gemma":0.00029270805,"threshold_uncertainty_score":0.9825246},"labels":[],"label_agreement":null},{"id":"W2622888671","doi":"10.1190/geo2017-0031.1","title":"Extraction of reflected events from sonic-log waveforms using the Karhunen-Loève transform","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Slowness; Acoustics; Reflection (computer programming); Borehole; Waveform; Geology; Amplitude; SIGNAL (programming language); Computer science; Principal component analysis; Physics; Optics; Seismology; Artificial intelligence; Telecommunications","score_opus":0.030595449424943043,"score_gpt":0.2765039570044928,"score_spread":0.24590850757954977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622888671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920211,0.000047685357,0.0013101391,0.00040103635,0.0004210807,0.00011255781,0.0000721207,0.000045652836,0.0055686557],"genre_scores_gemma":[0.9983407,0.000047227702,0.0010508702,0.00022229504,0.00012456173,4.0914122e-7,0.000053472308,0.0000033323408,0.00015712915],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993103,0.000023576506,0.00014651577,0.00014335432,0.00020026545,0.00017598545],"domain_scores_gemma":[0.9993038,0.00004674325,0.00018487683,0.0003881569,0.000042516658,0.000033862347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013734089,0.000093934024,0.00012356158,0.000022475795,0.00047684988,0.000044499408,0.00034650354,0.000053323485,0.00014765598],"category_scores_gemma":[0.000018980021,0.000060202303,0.00007307493,0.000041314757,0.00011104246,0.0004307604,0.000010655732,0.00014829953,0.00003789394],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121802,0.000060820938,0.038264073,0.000025280282,0.00007696125,0.0000057133316,0.0013099177,0.00022819712,0.010784262,0.00015647936,0.0013077199,0.9476588],"study_design_scores_gemma":[0.00064395735,0.00017658525,0.714937,0.0001226398,0.000103260994,0.0000103337825,0.00053833786,0.11561531,0.084898114,0.07230574,0.010243152,0.00040560833],"about_ca_topic_score_codex":0.035407525,"about_ca_topic_score_gemma":0.00012766263,"teacher_disagreement_score":0.94725317,"about_ca_system_score_codex":0.000006192633,"about_ca_system_score_gemma":0.000039929324,"threshold_uncertainty_score":0.97101575},"labels":[],"label_agreement":null},{"id":"W2623152667","doi":"10.1007/s00024-017-1581-3","title":"Trade-off of Elastic Structure and Q in Interpretations of Seismic Attenuation","year":2017,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Coda; Layering; Attenuation; Reflection (computer programming); Geology; Anelastic attenuation factor; Dissipation; Scattering; Amplitude; Seismology; Seismic wave; Elastic energy; Geophysics; Optics; Mineralogy; Physics","score_opus":0.0073764326677450255,"score_gpt":0.20961868813125212,"score_spread":0.2022422554635071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623152667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982455,0.00009963509,0.00026334482,0.00019995679,0.000028698807,0.00006800475,0.000053121767,0.000006514321,0.0010352291],"genre_scores_gemma":[0.9994886,0.000049247614,0.00030170832,0.00011136248,0.000014946315,3.983048e-7,0.00002410648,0.000001286035,0.00000836405],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99968004,0.000006458329,0.00009876512,0.00009208008,0.00006056822,0.00006207502],"domain_scores_gemma":[0.99974024,0.000035129695,0.00009860127,0.00009977382,0.000007580753,0.000018678016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004087948,0.000053500185,0.000108925145,0.00003352944,0.00006173651,0.000016024946,0.000070835966,0.0000253914,0.000012723837],"category_scores_gemma":[0.000008093957,0.000045702483,0.000010811647,0.0000319074,0.000119816155,0.000088620094,0.000008866967,0.000064167034,7.280034e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005542606,0.00001922649,0.14211059,0.00013065188,0.00001717372,7.0949784e-7,0.002216468,0.00046299622,0.004269536,0.0009869316,0.00034252976,0.84938776],"study_design_scores_gemma":[0.00032496682,0.000050871764,0.9064961,0.000058985548,0.000025371686,0.000002167792,0.00025161955,0.040118746,0.013003421,0.039210152,0.00033420135,0.00012341185],"about_ca_topic_score_codex":0.00034200316,"about_ca_topic_score_gemma":0.00002908923,"teacher_disagreement_score":0.8492643,"about_ca_system_score_codex":6.556123e-7,"about_ca_system_score_gemma":0.000009090778,"threshold_uncertainty_score":0.18636931},"labels":[],"label_agreement":null},{"id":"W2625237348","doi":"10.36487/acg_rep/1410_52_wang","title":"Wave propagation simulation in underground mines by SPECFEM2D","year":2014,"lang":"en","type":"article","venue":"Deep mining","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Excavation; Geology; Seismology; Seismic wave; Slip (aerodynamics); Seismic velocity; Mining engineering; Geotechnical engineering; Engineering","score_opus":0.017725584424350866,"score_gpt":0.22013036527729427,"score_spread":0.2024047808529434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625237348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9347632,0.0002431328,0.040035076,0.0004956856,0.0002384209,0.00018012071,0.0000035238625,0.00015136709,0.023889488],"genre_scores_gemma":[0.9967448,0.0000065524428,0.0021836634,0.0006642214,0.000048324117,6.361557e-7,0.000078414094,0.000002383352,0.0002709989],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941933,0.00005634001,0.00013521366,0.00014177617,0.00011469386,0.00013263528],"domain_scores_gemma":[0.9996487,0.0001746779,0.000051395476,0.00007975306,0.000016412498,0.000029052664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026796805,0.00006638291,0.000086773245,0.00008212325,0.00005746993,0.00004063349,0.000056986824,0.000037774375,0.00016227926],"category_scores_gemma":[0.00011367357,0.00005867208,0.000015538977,0.00012330795,0.000025446738,0.00020538113,0.0000038492626,0.00004578346,0.000034143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048771653,0.000039260005,0.40163937,0.00028562592,0.0000122038555,0.000009183304,0.0025904814,0.024353476,0.00035821015,0.00017483426,0.0077823317,0.56270623],"study_design_scores_gemma":[0.00012763462,0.000044671902,0.0113131795,0.00007470956,0.000003602265,0.0000019889396,0.00026555973,0.9807217,0.00058492064,0.0005810646,0.0061798715,0.00010109935],"about_ca_topic_score_codex":0.0004566908,"about_ca_topic_score_gemma":0.00014179057,"teacher_disagreement_score":0.9563682,"about_ca_system_score_codex":0.0000053584536,"about_ca_system_score_gemma":0.000005808325,"threshold_uncertainty_score":0.2392578},"labels":[],"label_agreement":null},{"id":"W2626147993","doi":"10.1190/geo2016-0667.1","title":"Pressure and temperature dependence of acoustic wave speeds in bitumen-saturated carbonates: Implications for seismic monitoring of the Grosmont Formation","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Oil Sands Technology and Research Authority; Laricina Energy (Canada); University of Alberta","funders":"","keywords":"Dolomite; Asphalt; Geology; Mineralogy; Rheology; Saturation (graph theory); Carbonate; Biot number; Viscosity; Seismic wave; Seismology; Materials science; Mechanics; Composite material","score_opus":0.020005552891047433,"score_gpt":0.23522939847611646,"score_spread":0.21522384558506902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626147993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986938,0.0002177088,0.000108951484,0.0003809831,0.00012948792,0.00021806787,0.00010824408,0.00001139472,0.00013135231],"genre_scores_gemma":[0.9994112,0.00005570128,0.00039424922,0.000035629233,0.000028654233,0.0000024722233,0.0000136097715,0.0000018131723,0.000056652636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961376,0.000012878437,0.00012250022,0.00009115593,0.00006541967,0.00009429965],"domain_scores_gemma":[0.9994724,0.000047692953,0.00016092455,0.00023472271,0.00006837323,0.00001592357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086795066,0.000060651848,0.00009639555,0.000026640964,0.00015181293,0.000029753892,0.00017554832,0.000043422893,0.000001104104],"category_scores_gemma":[0.00003722694,0.000043741453,0.000025976113,0.00006152638,0.000073894684,0.0002571696,0.000017974455,0.00008401235,2.2420537e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007460902,0.000052123385,0.7997702,0.0007019615,0.00005431739,9.1157585e-7,0.0026958378,0.0074054683,0.11431109,0.00030870034,0.000863553,0.07376126],"study_design_scores_gemma":[0.00015443574,0.000032437318,0.8800997,0.00010571439,0.000026354413,0.00000283461,0.00016305184,0.07549807,0.039031256,0.0047352896,0.00008316498,0.000067658824],"about_ca_topic_score_codex":0.0018938994,"about_ca_topic_score_gemma":0.000031891097,"teacher_disagreement_score":0.08032957,"about_ca_system_score_codex":0.000002286235,"about_ca_system_score_gemma":0.000022390004,"threshold_uncertainty_score":0.2863022},"labels":[],"label_agreement":null},{"id":"W2626234525","doi":"10.1088/1742-6596/850/1/012018","title":"Seismic migration in generalized coordinates","year":2017,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic migration; Surface (topology); Simple (philosophy); Foothills; Geology; Image (mathematics); Laplace operator; Computer science; Algorithm; Geometry; Mathematical analysis; Computer vision; Mathematics; Seismology; Geography","score_opus":0.027045347952357864,"score_gpt":0.2467109758325364,"score_spread":0.21966562788017854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626234525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99003494,0.00009590026,0.0033666422,0.0037080431,0.00034901017,0.00004032716,0.000007679715,0.000012622711,0.0023848163],"genre_scores_gemma":[0.9978299,0.00026805367,0.0013245712,0.00019791415,0.00012224971,1.4714722e-7,0.0000051025377,0.0000016753082,0.0002503696],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994296,0.000037425623,0.00020301159,0.00007040397,0.00014442444,0.00011516216],"domain_scores_gemma":[0.9993062,0.00002059071,0.00035645458,0.00014157114,0.0001348125,0.00004037911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021451201,0.000077453114,0.00017060054,0.000051932555,0.00014909728,0.00019618392,0.00030121612,0.00003026831,0.00014402796],"category_scores_gemma":[0.000054153596,0.000060677765,0.000050030205,0.00003693609,0.00012667768,0.0012031287,0.000009586753,0.00014245395,0.000012486216],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013322626,0.000028274597,0.43540636,0.000020807789,0.000021298185,0.000029761622,0.0008996937,0.00077561656,0.0014729095,0.0018894129,0.0057469,0.55357575],"study_design_scores_gemma":[0.0011840863,0.0005980953,0.42600816,0.00030878215,0.00003218946,0.000101766505,0.0011964496,0.054083575,0.32577848,0.16728856,0.02297376,0.00044611],"about_ca_topic_score_codex":0.0022427493,"about_ca_topic_score_gemma":0.00019903498,"teacher_disagreement_score":0.5531296,"about_ca_system_score_codex":0.0000042013153,"about_ca_system_score_gemma":0.000084221625,"threshold_uncertainty_score":0.3390381},"labels":[],"label_agreement":null},{"id":"W2626704914","doi":"10.1130/gsatg230gw.1","title":"Moving lithospheric modeling forward: Attributes of a community computer code","year":2015,"lang":"en","type":"article","venue":"GSA Today","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Lithosphere; Code (set theory); Geology; Computer science; Seismology; Programming language","score_opus":0.052393444829185384,"score_gpt":0.24676749923867153,"score_spread":0.19437405440948613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626704914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87345105,0.00047863764,0.1198173,0.0005756968,0.00029560516,0.00009580056,0.00005892625,0.00020109312,0.005025912],"genre_scores_gemma":[0.9775113,0.000015604648,0.02120251,0.0010468133,0.000051702773,4.0285482e-7,0.000054054737,0.0000030667707,0.0001145374],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992249,0.00013936087,0.00018314684,0.000088419874,0.00017960287,0.00018454864],"domain_scores_gemma":[0.999417,0.000094422714,0.00006126689,0.00023458035,0.000090318885,0.000102401085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069182756,0.00009057574,0.00016584706,0.000037875197,0.00011477714,0.00002593552,0.00026419136,0.000047830024,0.0001379754],"category_scores_gemma":[0.0000529881,0.000075792064,0.000047612524,0.00014237552,0.000057089317,0.00017220208,0.00003606588,0.00019338678,0.000052187483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009762897,0.00011750606,0.2662517,0.0001123023,0.00006371888,0.000009587611,0.007351862,0.1271303,0.00006647496,0.0001275578,0.15415621,0.4445151],"study_design_scores_gemma":[0.00020260639,0.0001428971,0.0025575105,0.00003739178,0.000008712288,0.0000076240126,0.00065215986,0.9829228,0.00076133205,0.0021395155,0.010441884,0.0001256035],"about_ca_topic_score_codex":0.012654829,"about_ca_topic_score_gemma":0.000051467116,"teacher_disagreement_score":0.85579246,"about_ca_system_score_codex":0.0000062205336,"about_ca_system_score_gemma":0.000042251082,"threshold_uncertainty_score":0.99391997},"labels":[],"label_agreement":null},{"id":"W2626838109","doi":"10.1190/geo2016-0613.1","title":"Elastic least-squares reverse time migration via linearized elastic full-waveform inversion with pseudo-Hessian preconditioning","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hessian matrix; Discretization; Seismic migration; Mathematical analysis; Diagonal; Mathematics; Operator (biology); Conjugate gradient method; Algorithm; Mathematical optimization; Applied mathematics; Geometry; Physics","score_opus":0.008853186118291959,"score_gpt":0.19881346669509653,"score_spread":0.18996028057680459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626838109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98139435,0.000018806864,0.010224296,0.00086998084,0.00047857783,0.00028289692,0.000055244003,0.00027647585,0.0063993777],"genre_scores_gemma":[0.9943677,0.00001573573,0.0030223883,0.00046346034,0.0002304397,0.0000026096607,0.00034438702,0.000009476632,0.0015437778],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988654,0.000041228017,0.00018140223,0.00031546518,0.00028713385,0.00030934412],"domain_scores_gemma":[0.99904466,0.00006485751,0.00026361685,0.00042549375,0.00007980848,0.00012156018],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013087953,0.00020128679,0.00020455432,0.00008267792,0.0009257483,0.00023415322,0.00029689676,0.000081382335,0.0008517146],"category_scores_gemma":[0.000053875243,0.00016128259,0.0000681994,0.00009315602,0.00019733448,0.00094261696,0.000025786674,0.00021939524,0.0018329691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022941444,0.00040731693,0.16699551,0.00057182886,0.00042021985,0.00019141287,0.004049105,0.013592369,0.016660469,0.00021574784,0.08339666,0.71120524],"study_design_scores_gemma":[0.0013093508,0.0010699433,0.09632965,0.00039045518,0.0001519378,0.000057402103,0.0002395611,0.8844291,0.0046393503,0.004669082,0.0059253825,0.0007887901],"about_ca_topic_score_codex":0.0033722895,"about_ca_topic_score_gemma":0.00017144912,"teacher_disagreement_score":0.87083673,"about_ca_system_score_codex":0.000013765747,"about_ca_system_score_gemma":0.000065731365,"threshold_uncertainty_score":0.9989442},"labels":[],"label_agreement":null},{"id":"W2643564286","doi":"10.1190/geo2016-0123.1","title":"Seismic inversion for geologic fractures and fractured media","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismogram; Wave equation; Amplitude; Reflection (computer programming); Inversion (geology); Amplitude versus offset; Electrical impedance; Anelastic attenuation factor; Seismic wave; Mathematical analysis; Nonlinear system; Slip (aerodynamics); Geometry; Seismology; Mathematics; Optics; Physics; Tectonics","score_opus":0.01640000351529575,"score_gpt":0.23993526215809272,"score_spread":0.22353525864279697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2643564286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99167675,0.00032226281,0.002143272,0.002470313,0.00056220853,0.0001851546,0.00007599314,0.00011950428,0.0024445304],"genre_scores_gemma":[0.9942674,0.00009162354,0.0018065438,0.0033419384,0.0002443892,0.0000011243733,0.000088863315,0.0000029410326,0.00015517391],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99941164,0.000013933775,0.00007784012,0.00019924862,0.000105300474,0.00019203042],"domain_scores_gemma":[0.99939024,0.00012970515,0.00010667364,0.0002738621,0.000030675652,0.00006882728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010946543,0.00010613271,0.00012649487,0.000029973291,0.00056105905,0.000107990316,0.00024664486,0.0000752111,0.00012269977],"category_scores_gemma":[0.00010863624,0.000082027174,0.000044124747,0.000018128749,0.0001628746,0.00026977743,0.000024897055,0.00010635187,0.000052487107],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009014412,0.000017954773,0.13480921,0.000044575667,0.000025337833,0.0000067589804,0.0007311617,0.00018183216,0.00012899107,0.00013072029,0.10865559,0.75517774],"study_design_scores_gemma":[0.0005464059,0.00014370275,0.63031536,0.000026577,0.000033008066,0.0000037078,0.00012743987,0.11312504,0.004219425,0.10492878,0.14620373,0.00032680208],"about_ca_topic_score_codex":0.002625455,"about_ca_topic_score_gemma":0.000025871928,"teacher_disagreement_score":0.7548509,"about_ca_system_score_codex":0.0000018143893,"about_ca_system_score_gemma":0.000017037253,"threshold_uncertainty_score":0.43152693},"labels":[],"label_agreement":null},{"id":"W2660882793","doi":"10.3997/2214-4609-pdb.6.e50","title":"Visualized Connections between Seismic Inversion and Seismic Migration","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Geology; Offset (computer science); Seismology; Seismic inversion; Wavelet; Engineering geology; Deconvolution; Algorithm; Computer science; Mathematics; Geometry; Artificial intelligence; Programming language; Tectonics","score_opus":0.019161939442402097,"score_gpt":0.24759589037059454,"score_spread":0.22843395092819244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2660882793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95401937,0.00016604403,0.01790654,0.0017838161,0.00018218276,0.00015046445,0.000017143968,0.00029480248,0.025479633],"genre_scores_gemma":[0.99338466,0.00012305901,0.0019630005,0.0030543306,0.000029079463,6.371303e-7,0.00006725509,0.0000029180023,0.0013750627],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992402,0.00010544172,0.00014581584,0.00021159931,0.00012283213,0.00017407887],"domain_scores_gemma":[0.9996064,0.00011103626,0.00004336001,0.00011004607,0.000027233307,0.00010194231],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024631905,0.000105159,0.000120972036,0.00012891476,0.00023327635,0.00005351133,0.000060667768,0.00006661467,0.0011879172],"category_scores_gemma":[0.00005000307,0.000088196546,0.00003330842,0.00018131192,0.00007354228,0.00025366226,0.000004829168,0.000097025106,0.0001843566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001727878,0.000019154391,0.79439735,0.000024534245,0.000033547316,0.000004055982,0.00041961545,0.00028244712,0.00022471278,0.0008215065,0.11107747,0.09267829],"study_design_scores_gemma":[0.0007247527,0.00021153406,0.029734906,0.0000265239,0.000046843757,0.000036787707,0.0010404589,0.2790958,0.017999075,0.0076826257,0.6629811,0.0004196041],"about_ca_topic_score_codex":0.0065838257,"about_ca_topic_score_gemma":0.00007013258,"teacher_disagreement_score":0.7646625,"about_ca_system_score_codex":0.000004938371,"about_ca_system_score_gemma":0.000026721495,"threshold_uncertainty_score":0.9997251},"labels":[],"label_agreement":null},{"id":"W2699938782","doi":"10.1190/geo2016-0527.1","title":"Elastic properties of rock salt: Laboratory measurements and Gulf of Mexico well-log analysis","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universitetet i Stavanger","keywords":"Halite; Geology; Borehole; Mineralogy; Sedimentary rock; Anisotropy; Gemology; Tectonics; Salt (chemistry); Evaporite; Salt dome; Petrology; Geophysics; Geochemistry; Geotechnical engineering; Seismology; Engineering geology; Geomorphology; Chemistry; Optics","score_opus":0.02430432694582551,"score_gpt":0.21501589495569554,"score_spread":0.19071156800987002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2699938782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970526,0.00044002637,0.00042534256,0.00009707501,0.0000935797,0.00006278213,0.000044109274,0.000022326474,0.0017621241],"genre_scores_gemma":[0.9994942,0.000050030972,0.00020742012,0.00012392488,0.000020574673,3.3965617e-7,0.000006659947,0.0000018607378,0.00009496767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935013,0.000029041596,0.00014799344,0.00013464683,0.0002229487,0.000115229275],"domain_scores_gemma":[0.99933267,0.000012415388,0.00019787715,0.00030187573,0.00011487905,0.000040269315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016684932,0.00007907541,0.00020629026,0.00007179407,0.00014378875,0.000026971256,0.00021367734,0.000030122274,0.000055845656],"category_scores_gemma":[0.000047270376,0.00006169949,0.000049894417,0.00012254788,0.00013719469,0.00018707787,0.000022066557,0.000051875737,0.000015911704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004146684,0.000038922124,0.97723514,0.000112586036,0.00023188927,0.0000010975976,0.0003134735,0.0018427054,0.006606024,0.000017806175,0.0015567531,0.012002149],"study_design_scores_gemma":[0.00037296602,0.00023392648,0.78207314,0.00011787161,0.000519378,6.347492e-7,0.00017377573,0.050512746,0.16235334,0.0012676902,0.0020824694,0.000292094],"about_ca_topic_score_codex":0.0034611148,"about_ca_topic_score_gemma":0.000037039983,"teacher_disagreement_score":0.19516201,"about_ca_system_score_codex":0.0000016709431,"about_ca_system_score_gemma":0.000034554654,"threshold_uncertainty_score":0.52321935},"labels":[],"label_agreement":null},{"id":"W2703293368","doi":"","title":"Techniques For Identification And Prediction of Mechanical Stratigraphy In Fractured Rock Masses","year":2010,"lang":"en","type":"article","venue":"44th U.S. Rock Mechanics Symposium and 5th U.S.-Canada Rock Mechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geology; Stratigraphy; Identification (biology); Mining engineering; Paleontology","score_opus":0.007704630983723756,"score_gpt":0.20548445118982264,"score_spread":0.19777982020609888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2703293368","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041681603,0.0018904929,0.9339977,0.00579915,0.0056414395,0.005139861,0.00330073,0.00090037944,0.0016486415],"genre_scores_gemma":[0.994704,0.0013273001,0.0024255668,0.0007230681,0.00018339888,0.00006802443,0.00037532972,0.000043207638,0.00015008249],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99594617,0.00014253608,0.0012002703,0.0011085887,0.0008071721,0.0007952642],"domain_scores_gemma":[0.99767876,0.00029588403,0.0006081147,0.0006519946,0.00034702095,0.00041820513],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010269666,0.00062411086,0.0007516684,0.0005398823,0.00051554525,0.0001614111,0.00057854556,0.00060038833,0.00012369771],"category_scores_gemma":[0.00012239427,0.00061094755,0.00015214445,0.0005363144,0.000012598647,0.00063000404,0.00010360773,0.0007423649,0.0000028153497],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009328744,0.0004856088,0.0056043165,0.0015900717,0.00032395206,0.000034874498,0.0009434096,0.0063165217,0.9159902,0.03604099,0.022211999,0.009525194],"study_design_scores_gemma":[0.0009882823,0.00074789196,0.00024349774,0.00015897508,0.00016955756,0.00007934379,0.0004526231,0.67279327,0.27866957,0.02746055,0.017443119,0.00079332467],"about_ca_topic_score_codex":0.060332928,"about_ca_topic_score_gemma":0.10781546,"teacher_disagreement_score":0.9530224,"about_ca_system_score_codex":0.000049499264,"about_ca_system_score_gemma":0.00054948835,"threshold_uncertainty_score":0.9996342},"labels":[],"label_agreement":null},{"id":"W2728515357","doi":"","title":"Guidelines for the Quantitative Description of Discontinuities for use in Discrete Fracture Network Modelling","year":2015,"lang":"en","type":"article","venue":"13th ISRM International Congress of Rock Mechanics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Classification of discontinuities; Fracture (geology); Computer science; Geology; Mathematics; Geotechnical engineering; Mathematical analysis","score_opus":0.16303129477328324,"score_gpt":0.3255223978080121,"score_spread":0.16249110303472888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728515357","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009977757,0.0006317172,0.9859116,0.0014025384,0.0013360146,0.00034865565,0.0003412798,0.000016935697,0.000033489672],"genre_scores_gemma":[0.9469754,0.00012313423,0.05135194,0.0006234641,0.00011688161,0.00001090932,0.00017504489,0.0000055596065,0.00061767525],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911916,0.000027081453,0.00035763026,0.00013659996,0.00022866923,0.00013083345],"domain_scores_gemma":[0.9984041,0.00035968848,0.00026157004,0.00010217648,0.0008446721,0.000027800386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005655287,0.00009455232,0.00016467692,0.00007460954,0.000049132388,0.000038235503,0.0002850706,0.000050330957,0.000017474047],"category_scores_gemma":[0.00048108917,0.00006514899,0.00007770693,0.00006284596,0.000017361477,0.00038763255,0.000017643162,0.00006740803,5.9860105e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030278246,0.000007415517,0.0020592,0.000018188675,0.000039376184,2.1247203e-7,0.00033512383,0.9482057,0.0000085055335,0.005988023,0.042049743,0.0009856919],"study_design_scores_gemma":[0.000326231,0.00011998364,0.000039925584,0.000113420116,0.0000164318,8.0774066e-7,0.0011873889,0.9506906,0.00063676527,0.026057307,0.020735929,0.00007517828],"about_ca_topic_score_codex":0.0026775766,"about_ca_topic_score_gemma":0.0004301242,"teacher_disagreement_score":0.93699765,"about_ca_system_score_codex":0.00000838176,"about_ca_system_score_gemma":0.00004454966,"threshold_uncertainty_score":0.40477127},"labels":[],"label_agreement":null},{"id":"W2730923407","doi":"","title":"Seismic Imaging of Shallow Carbonate and Shale Hosted Massive Sulphide Deposits: A Feasibility Study","year":2013,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Oil shale; Carbonate; Geophysical imaging; Geochemistry; Carbonate platform; Mining engineering; Seismology; Paleontology; Chemistry","score_opus":0.004261708544079082,"score_gpt":0.15991670332141136,"score_spread":0.15565499477733227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730923407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533461,0.0009932355,0.0000030470003,0.0004687535,0.00019699526,0.000454733,0.00042240001,0.000016580803,0.044098172],"genre_scores_gemma":[0.99489915,0.00016848794,0.000236515,0.00050171465,0.000019048528,0.0000034486407,0.0001764454,0.000011258555,0.0039839265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977385,0.0001025504,0.00039081884,0.00038653307,0.0011208885,0.00026074433],"domain_scores_gemma":[0.9990574,0.00019187981,0.00033193544,0.00021425208,0.000002495526,0.00020199594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000022842387,0.0002681699,0.000408212,0.000056455458,0.00014332529,0.000035113007,0.00024216989,0.000039230632,0.00007858243],"category_scores_gemma":[0.0000065169593,0.00024539727,0.0000331601,0.00008304504,0.00008441596,0.0003489551,0.000036554764,0.00020517921,4.2920028e-9],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026295442,0.00002955514,0.9806203,0.00035169622,0.00008171215,0.000053414573,0.0003866098,0.00003393011,0.0007541266,0.00007365295,0.00054376456,0.016808249],"study_design_scores_gemma":[0.0003549384,0.00013879422,0.93756616,0.00023946718,0.00006666887,0.000006138676,0.019223006,0.02380694,0.017555373,0.00042474054,0.00029711638,0.00032066312],"about_ca_topic_score_codex":0.16961001,"about_ca_topic_score_gemma":0.11344475,"teacher_disagreement_score":0.056165252,"about_ca_system_score_codex":0.0000033456768,"about_ca_system_score_gemma":0.00088466454,"threshold_uncertainty_score":0.9999998},"labels":[],"label_agreement":null},{"id":"W2736519442","doi":"","title":"Significant Improvement to Imaging Hydraulic Heterogeneity in Heterogeneous Geologic Media via Hydraulic Tomography","year":2015,"lang":"en","type":"article","venue":"Japan Geoscience Union","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geology; Tomography; Hydraulic fracturing; Geotechnical engineering; Medicine; Radiology","score_opus":0.01872452552507101,"score_gpt":0.22600931481676229,"score_spread":0.20728478929169128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736519442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905185,0.00022269752,0.004798947,0.0018521673,0.0007284182,0.00039191858,0.000018797296,0.00023453774,0.001233991],"genre_scores_gemma":[0.9904705,0.000020991165,0.0017718893,0.007574585,0.00006910701,0.000007885438,0.00004340246,0.0000060999837,0.000035509616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733776,0.00017393134,0.00038208396,0.0007220719,0.0006190003,0.0007651413],"domain_scores_gemma":[0.99878216,0.0000709509,0.00011360789,0.00043063518,0.00007739146,0.0005252283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014829473,0.00025908995,0.00025030406,0.0006128725,0.00016329232,0.000111051435,0.0006827584,0.00006893475,0.00007603856],"category_scores_gemma":[0.00012312496,0.00021829344,0.00008510077,0.0011321384,0.0002588386,0.0003971943,0.0000816433,0.00019902863,0.00018988606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003488833,0.000077484634,0.5656187,0.000009197414,0.0000041096864,0.00004837313,0.0010148538,0.0038900606,0.0030098956,0.000006524621,0.001485256,0.4248007],"study_design_scores_gemma":[0.0011963871,0.0016257749,0.5004696,0.000113818445,0.000024095702,0.00016523912,0.0016856014,0.38686773,0.061685443,0.0043134936,0.040233478,0.0016193329],"about_ca_topic_score_codex":0.024437457,"about_ca_topic_score_gemma":0.0008014799,"teacher_disagreement_score":0.42318135,"about_ca_system_score_codex":0.000045783327,"about_ca_system_score_gemma":0.00007871013,"threshold_uncertainty_score":0.9820589},"labels":[],"label_agreement":null},{"id":"W2737206241","doi":"10.1002/2017jb013979","title":"Modeling of viscoelastic properties of nonpermeable porous rocks saturated with highly viscous fluid at seismic frequencies at the core scale","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Viscoelasticity; Viscosity; Porous medium; Poromechanics; Porosity; Materials science; Dispersion (optics); Elastic modulus; Volume viscosity; Mechanics; Geotechnical engineering; Geology; Mineralogy; Composite material; Physics; Optics","score_opus":0.05199251383947507,"score_gpt":0.2860916535276985,"score_spread":0.23409913968822343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737206241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997155,0.00060654705,0.00015877758,0.00079393137,0.00010117382,0.0001738957,0.00002942477,0.00001163187,0.00096958934],"genre_scores_gemma":[0.99793184,0.0002525232,0.00018191816,0.00008792772,0.00017205365,8.4820266e-7,0.0000055063783,0.000008855214,0.0013585078],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972555,0.00016314197,0.0004714317,0.00020729676,0.0014035199,0.0004991345],"domain_scores_gemma":[0.9977987,0.00017466396,0.0003977859,0.0004968356,0.00095208886,0.00017996406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010258344,0.00017046543,0.0004739517,0.00015740297,0.0008743436,0.00010986419,0.0008247872,0.00007146345,0.00011848278],"category_scores_gemma":[0.00034242717,0.00008810208,0.00013324541,0.00017972098,0.00121078,0.00047567944,0.00013171756,0.0005829289,0.000038103157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063391444,0.00048090954,0.036472198,0.0006064658,0.0005200357,0.0002993943,0.0044929124,0.3187943,0.5967605,0.000028739496,0.013162587,0.022042766],"study_design_scores_gemma":[0.00054133654,0.0019151786,0.0063485526,0.0005831192,0.000039146842,0.00013846233,0.0005052701,0.8116742,0.1774079,0.00032953464,0.00034778955,0.0001695438],"about_ca_topic_score_codex":0.013063639,"about_ca_topic_score_gemma":0.00048195312,"teacher_disagreement_score":0.49287984,"about_ca_system_score_codex":0.000026435853,"about_ca_system_score_gemma":0.0003419172,"threshold_uncertainty_score":0.99350846},"labels":[],"label_agreement":null},{"id":"W2740415769","doi":"10.1190/geo2016-0615.1","title":"Uncertainty reduction through geologically conditioned petrophysical constraints in joint inversion","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Western Australia; Memorial University of Newfoundland; Australian Government; First Quantum Minerals; Colorado School of Mines","keywords":"Petrophysics; Workflow; Inversion (geology); Geology; Data integration; Probabilistic logic; Geophysics; Joint (building); Regional geology; Data mining; Computer science; Hydrogeology; Seismology; Geotechnical engineering; Artificial intelligence","score_opus":0.027422085310495083,"score_gpt":0.24109812130746547,"score_spread":0.21367603599697038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740415769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98171544,0.000013374992,0.00037287688,0.0014243595,0.00043200538,0.00013171381,0.000035256373,0.00010085336,0.015774105],"genre_scores_gemma":[0.9975645,0.000043807893,0.0012188159,0.0007226528,0.0001590831,0.000001427629,0.00012918754,0.0000025967954,0.00015794768],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99902827,0.000057051882,0.00017169598,0.00028265847,0.00020040844,0.00025989857],"domain_scores_gemma":[0.99937403,0.000028595901,0.00015030625,0.00034167917,0.000048074213,0.00005731461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013113098,0.00012866051,0.0001862362,0.000038113558,0.00042934378,0.00008939999,0.00025372804,0.00007597937,0.0005946703],"category_scores_gemma":[0.00006395545,0.00011025493,0.00007253903,0.00006741745,0.00065126154,0.0005102611,0.000030736788,0.0002293362,0.00042832733],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042947376,0.0005288785,0.11292848,0.00011556853,0.00009264654,0.00031793548,0.002329554,0.006299407,0.011593164,0.01484464,0.059241112,0.79127914],"study_design_scores_gemma":[0.0016916718,0.0005518177,0.6886145,0.00015614374,0.000032110413,0.00004449459,0.0010900338,0.05393718,0.0072750514,0.23756519,0.008237473,0.0008043745],"about_ca_topic_score_codex":0.0075425543,"about_ca_topic_score_gemma":0.000022721559,"teacher_disagreement_score":0.7904748,"about_ca_system_score_codex":0.000014322459,"about_ca_system_score_gemma":0.000044477078,"threshold_uncertainty_score":0.9990663},"labels":[],"label_agreement":null},{"id":"W2740709772","doi":"","title":"Velocity tomography and reflectivity imaging using crosswell seismic data from the Noel tight gas field","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Tomography; Seismology; Seismogram; Wavelength; Seismic survey; Resolution (logic); Optics; Physics","score_opus":0.039161663237477856,"score_gpt":0.2793272502366308,"score_spread":0.24016558699915294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740709772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9220761,0.0009414639,0.05902772,0.0027279654,0.000298931,0.000119313125,0.00010181788,0.00018570565,0.014520957],"genre_scores_gemma":[0.97938967,0.00005852457,0.008821556,0.011450953,0.0001234794,6.8214156e-8,0.00007237013,0.000002983666,0.00008040311],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990268,0.00005063603,0.0001452592,0.0003439278,0.00016607507,0.00026735186],"domain_scores_gemma":[0.9988534,0.00051943416,0.00005228934,0.0004771459,0.000022955928,0.00007478675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008351329,0.00011611702,0.00010604111,0.00005632603,0.00038224974,0.00014150879,0.0004123053,0.000043882843,0.00059988257],"category_scores_gemma":[0.000055962886,0.00007636389,0.000029493533,0.00020053113,0.00015545184,0.00042466904,0.00008040933,0.00020466861,0.000020259928],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033271823,0.000008952231,0.71611476,0.0000038141468,0.000013469388,0.000012164918,0.00017738454,0.0000099092385,0.00024052587,0.000006043427,0.049579747,0.23379993],"study_design_scores_gemma":[0.00022539622,0.00003275624,0.20057426,0.000034570552,0.00003276178,0.000037449732,0.00041897234,0.70591164,0.013001808,0.0034665624,0.07595202,0.00031182912],"about_ca_topic_score_codex":0.08611623,"about_ca_topic_score_gemma":0.0012731706,"teacher_disagreement_score":0.7059017,"about_ca_system_score_codex":0.000003305036,"about_ca_system_score_gemma":0.000024742143,"threshold_uncertainty_score":0.9199694},"labels":[],"label_agreement":null},{"id":"W2740816267","doi":"10.1190/int-2017-0004.1","title":"Applying principal component analysis to seismic attributes for interpretation of evaporite facies: Lower Triassic Jialingjiang Formation, Sichuan Basin, China","year":2017,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"SINOPEC Petroleum Exploration and Production Research Institute; PetroChina Company Limited","keywords":"Geology; Lithology; Anhydrite; Siliciclastic; Facies; Evaporite; Dolostone; Paleontology; Sedimentary rock; Chemostratigraphy; Sedimentary depositional environment; Geochemistry; Petrology; Structural basin; Carbonate rock; Gypsum; Total organic carbon","score_opus":0.021361597870344157,"score_gpt":0.27531525848149757,"score_spread":0.25395366061115343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740816267","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33067295,0.000041320036,0.6665353,0.00070317567,0.00042824238,0.0006868172,0.00018208216,0.00007265573,0.00067740976],"genre_scores_gemma":[0.9930605,0.000008872402,0.0056056106,0.0006258138,0.000054064563,0.000040527142,0.00050371257,0.0000056139083,0.00009523941],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986512,0.000069217436,0.0005181623,0.00027481472,0.00026966882,0.00021691964],"domain_scores_gemma":[0.99865115,0.00016602411,0.00052391656,0.0003630552,0.00021279583,0.00008307596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066217413,0.00016292898,0.0003305946,0.0004058357,0.00035599887,0.00021225415,0.0003806249,0.00006663943,0.00011004541],"category_scores_gemma":[0.00042864514,0.00014911125,0.00023396555,0.00020055204,0.00006975038,0.0008671667,0.000025530206,0.00008823922,0.000027057882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013657496,0.000075392396,0.048547033,0.00022745,0.00058460573,0.0000025535585,0.010530099,0.11653887,0.001277307,0.00009798952,0.0044508926,0.81630206],"study_design_scores_gemma":[0.0003019807,0.0001730863,0.029681483,0.000111217334,0.00019871735,0.0000015010273,0.0002668803,0.96013165,0.0051557934,0.00046486472,0.0033368922,0.00017595806],"about_ca_topic_score_codex":0.0018507049,"about_ca_topic_score_gemma":0.00012373464,"teacher_disagreement_score":0.84359276,"about_ca_system_score_codex":0.000028357763,"about_ca_system_score_gemma":0.00002815097,"threshold_uncertainty_score":0.60805804},"labels":[],"label_agreement":null},{"id":"W2740920393","doi":"10.1190/tle36080640.1","title":"Introduction to this special section: Impact of compressive sensing on seismic data acquisition and processing","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Azimuth; Section (typography); Data acquisition; Special section; Channel (broadcasting); Field (mathematics); Computer science; Data processing; Volume (thermodynamics); Geology; Remote sensing; Telecommunications; Database; Engineering; Optics; Physics","score_opus":0.036985555279473364,"score_gpt":0.294109912134328,"score_spread":0.2571243568548547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740920393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97319436,0.00009117197,0.0019215944,0.007679867,0.0018286876,0.00020199691,0.000066226836,0.00008989424,0.014926226],"genre_scores_gemma":[0.99303824,0.000012480776,0.0003728681,0.00038791756,0.0057700695,8.0953534e-8,0.000044023353,0.000002875619,0.00037146098],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994282,0.000043642605,0.000091836235,0.0002030574,0.000114158844,0.00011907652],"domain_scores_gemma":[0.99930644,0.000041416737,0.00012473567,0.00045936962,0.000032163694,0.00003587836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000349741,0.00007663763,0.00010550345,0.000060678838,0.0005904751,0.00015134054,0.00026491866,0.000030460587,0.00018354006],"category_scores_gemma":[0.000068144574,0.000051116313,0.000017778913,0.000049320308,0.00012256947,0.00037117838,0.000042143598,0.00012294984,0.00006058158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011141256,0.0000061309365,0.0037251846,0.000016912585,0.0000139038775,0.000002122787,0.0010022618,0.0008429038,0.0011595034,0.000005206103,0.43807462,0.5550398],"study_design_scores_gemma":[0.00057296205,0.00077781547,0.15861017,0.00049415306,0.00009068936,0.0002294072,0.0004768926,0.6584452,0.020680305,0.0011536373,0.1579297,0.00053910457],"about_ca_topic_score_codex":0.0017172522,"about_ca_topic_score_gemma":0.000015581516,"teacher_disagreement_score":0.65760225,"about_ca_system_score_codex":0.000010021128,"about_ca_system_score_gemma":0.000020723917,"threshold_uncertainty_score":0.4541517},"labels":[],"label_agreement":null},{"id":"W2741095385","doi":"","title":"Numerical Modelling of Fold-Related Fractures","year":2015,"lang":"en","type":"article","venue":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fold (higher-order function); Computer science; Geology","score_opus":0.03159646078512394,"score_gpt":0.2354061026667066,"score_spread":0.20380964188158268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741095385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670892,0.0015909394,0.018655444,0.00085163815,0.00073769095,0.00014734946,0.000018669572,0.00034116328,0.01056792],"genre_scores_gemma":[0.9898922,0.000084630075,0.008964489,0.00066340034,0.00012868595,5.9055543e-7,0.000045647274,0.000013677901,0.00020671946],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980266,0.00017636082,0.00055131194,0.00034843356,0.00047841712,0.00041885025],"domain_scores_gemma":[0.9988375,0.00019297244,0.00026252147,0.00029575385,0.00015389764,0.00025740673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009145508,0.00024062766,0.00035964517,0.00026271903,0.00018063102,0.00006990069,0.0004275842,0.00015145396,0.00016355417],"category_scores_gemma":[0.00014222534,0.00019560517,0.0001606188,0.00038659154,0.00012107269,0.00026317147,0.0000193336,0.00046759445,0.00009620328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000625092,0.0003715564,0.20752856,0.00013829191,0.00051362737,0.00035492936,0.022333961,0.55641663,0.0016960113,0.0008310066,0.07645988,0.13273047],"study_design_scores_gemma":[0.0009262306,0.00047642033,0.0013639656,0.00024922466,0.00007889291,0.00017452284,0.0011644729,0.93508935,0.031039618,0.013497046,0.015284813,0.0006554523],"about_ca_topic_score_codex":0.002126727,"about_ca_topic_score_gemma":0.0000038246203,"teacher_disagreement_score":0.37867272,"about_ca_system_score_codex":0.000013747855,"about_ca_system_score_gemma":0.00013740662,"threshold_uncertainty_score":0.79765475},"labels":[],"label_agreement":null},{"id":"W2741852622","doi":"10.1190/tle36080670.1","title":"Application of compressive seismic imaging at Lookout Field, Alaska","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Geology; Data acquisition; Seismology; Geophysical imaging; Data quality; Remote sensing; Computer science; Engineering","score_opus":0.014575001855208323,"score_gpt":0.25003491863560084,"score_spread":0.23545991678039252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741852622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79377794,0.0009466626,0.02252627,0.01519837,0.0009517164,0.00042835315,0.0000366951,0.00026312834,0.16587083],"genre_scores_gemma":[0.9960383,0.00002336633,0.00020919555,0.0015757139,0.00008311206,0.0000010442956,0.000011097542,0.000002602471,0.002055527],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949414,0.000028119286,0.00010627615,0.00012904678,0.000102865386,0.00013953628],"domain_scores_gemma":[0.99918854,0.00012884132,0.00016748805,0.00046163087,0.000024805977,0.000028718068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020225988,0.00006972661,0.00010130987,0.00003004144,0.00047054724,0.000046437548,0.0005109642,0.000024670186,0.00011815918],"category_scores_gemma":[0.00004656039,0.00004814566,0.00004061252,0.000024207753,0.00016573544,0.00013955867,0.000041594038,0.00009832697,0.0003494837],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027045075,0.0000066496273,0.46721375,0.00002179796,0.000012046977,0.0000026582886,0.0006478505,0.00019978354,0.001223148,0.00007274072,0.106555365,0.42401716],"study_design_scores_gemma":[0.00042076258,0.00006398157,0.13476779,0.00012443199,0.00004645484,0.000043179796,0.00023409375,0.48188198,0.13593036,0.004761139,0.24138959,0.0003362287],"about_ca_topic_score_codex":0.0023843485,"about_ca_topic_score_gemma":0.000021050386,"teacher_disagreement_score":0.4816822,"about_ca_system_score_codex":0.0000048062334,"about_ca_system_score_gemma":0.000009291553,"threshold_uncertainty_score":0.44920224},"labels":[],"label_agreement":null},{"id":"W2743138890","doi":"10.1007/s11440-017-0575-8","title":"Effects of sample disturbance and heterogeneity on the triaxial behaviour of a Canadian oil sand at ambient and high temperatures","year":2017,"lang":"en","type":"article","venue":"Acta Geotechnica","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; CMG Reservoir Simulation Foundation","keywords":"Shearing (physics); Asphalt; Solid mechanics; Materials science; Geotechnical engineering; Disturbance (geology); Stiffness; Shear (geology); Asphalt pavement; Environmental science; Composite material; Geology","score_opus":0.011710068727760335,"score_gpt":0.20899974756458425,"score_spread":0.1972896788368239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743138890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974433,0.00028459993,0.0000014235862,0.0017108462,0.00007429029,0.000107082065,0.00017250853,0.000015541858,0.0001903859],"genre_scores_gemma":[0.99899906,0.00045339885,0.00012435978,0.00034359752,0.000015832322,0.0000020168252,0.0000109521425,0.0000024584547,0.000048329894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993889,0.00004223744,0.00011472144,0.00017828213,0.00012283114,0.00015305897],"domain_scores_gemma":[0.99919224,0.0002379399,0.000120839955,0.00034193863,0.000018590385,0.00008845083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020640579,0.0000953938,0.00015865029,0.00008030331,0.0003805356,0.00004104527,0.00024402648,0.00006283265,0.000033642915],"category_scores_gemma":[0.00022236287,0.00006162063,0.00003113582,0.000046984675,0.00030481332,0.00006210039,0.000036504673,0.00010980385,7.778579e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045941083,0.000097409786,0.86772925,0.00029661445,0.000097874596,0.000038071128,0.0005032007,0.000011817963,0.030188128,0.0005226958,0.042826135,0.057229407],"study_design_scores_gemma":[0.00028977878,0.00019988016,0.8402298,0.0000772702,0.000024444134,0.000007854723,0.000008815085,0.00012658235,0.14980564,0.00022097815,0.008900764,0.000108161046],"about_ca_topic_score_codex":0.43499047,"about_ca_topic_score_gemma":0.015754819,"teacher_disagreement_score":0.41923565,"about_ca_system_score_codex":0.0000050944413,"about_ca_system_score_gemma":0.000027345928,"threshold_uncertainty_score":0.8791558},"labels":[],"label_agreement":null},{"id":"W2743401087","doi":"10.1190/geo2017-0174.1","title":"Imaging the Aquistore reservoir after 36 kilotonnes of CO<sub>2</sub> injection using distributed acoustic sensing","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Geological Survey of Canada","funders":"Lawrence Berkeley National Laboratory; SaskPower; Petroleum Technology Research Centre","keywords":"Repeatability; Geology; Seismic survey; Anomaly (physics); Amplitude; Plume; Baseline (sea); Geodesy; Seismology; Mathematics; Statistics; Physics; Optics; Meteorology","score_opus":0.015191392596148835,"score_gpt":0.2322386942053039,"score_spread":0.21704730160915509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743401087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995114,0.000089487905,0.0035308017,0.0002126573,0.000405936,0.0001079459,0.00011549363,0.00006791829,0.00035572844],"genre_scores_gemma":[0.9991521,0.000014475006,0.00027946668,0.00026973695,0.00020212079,3.8838036e-7,0.00006227061,0.0000060012676,0.0000133915755],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912864,0.000056770485,0.00016439601,0.00019246637,0.00021900769,0.00023874566],"domain_scores_gemma":[0.99909115,0.00007128067,0.00021890798,0.00047934265,0.00009623095,0.00004311787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021967552,0.00012844392,0.00014714252,0.00004171839,0.00069517497,0.00013153913,0.00025143928,0.000037298254,0.000018043358],"category_scores_gemma":[0.00008342282,0.000097032804,0.00007401257,0.00008927774,0.00031532967,0.0003620598,0.000035988804,0.00016235227,0.000024758809],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005993706,0.00009472117,0.52744144,0.0003146976,0.00013351231,0.00013839387,0.0024412796,0.014665738,0.10941283,0.00003115479,0.017486414,0.32724047],"study_design_scores_gemma":[0.00030826803,0.000084963074,0.4100732,0.00024612236,0.00010587624,0.000056512232,0.0006582826,0.4768504,0.10413428,0.0051621962,0.00187629,0.00044363164],"about_ca_topic_score_codex":0.0046762857,"about_ca_topic_score_gemma":0.00007095008,"teacher_disagreement_score":0.46218467,"about_ca_system_score_codex":0.000012324818,"about_ca_system_score_gemma":0.000043900607,"threshold_uncertainty_score":0.7069176},"labels":[],"label_agreement":null},{"id":"W2745251744","doi":"10.1109/lgrs.2017.2687418","title":"Spike-Like Blending Noise Attenuation Using Structural Low-Rank Decomposition","year":2017,"lang":"en","type":"article","venue":"IEEE Geoscience and Remote Sensing Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Hebei Province; China Postdoctoral Science Foundation","keywords":"Noise (video); Computer science; Attenuation; Rank (graph theory); Spike (software development); Synthetic data; Bottleneck; Data set; Geology; Algorithm; Data mining; Artificial intelligence; Mathematics; Image (mathematics)","score_opus":0.018861069541405068,"score_gpt":0.2597677175449715,"score_spread":0.24090664800356645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745251744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966735,0.000027262868,0.029215714,0.0021033792,0.0015620406,0.00008920302,0.0000055789887,0.000072678944,0.0001891187],"genre_scores_gemma":[0.9619533,0.000025076755,0.033291128,0.004499615,0.0001812227,5.293834e-9,0.0000090792455,0.000003926928,0.00003667677],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998827,0.000043844935,0.0001613531,0.00036162316,0.00026147914,0.0003447285],"domain_scores_gemma":[0.9993792,0.00003460724,0.00017538457,0.00028016255,0.000032494117,0.000098109354],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00031987522,0.00014571358,0.00013550455,0.00013227164,0.0017579268,0.000432667,0.00020509525,0.000051118845,0.000012557101],"category_scores_gemma":[0.000028690836,0.00012485094,0.0000447608,0.00008288491,0.00045747618,0.00076324685,0.000017724595,0.00014298447,0.000014683328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002465628,0.0000018415773,0.014269453,0.000027546146,0.000007597006,0.00006671437,0.00042984803,0.00083392544,0.18965413,0.0000015184606,0.0008309188,0.79385185],"study_design_scores_gemma":[0.0001732786,0.000023073417,0.052556403,0.000161519,0.000016559317,0.0001882169,0.00005796265,0.93523586,0.010822931,0.00018694963,0.00033174746,0.00024549436],"about_ca_topic_score_codex":0.013903965,"about_ca_topic_score_gemma":0.000059183945,"teacher_disagreement_score":0.9344019,"about_ca_system_score_codex":0.000014070821,"about_ca_system_score_gemma":0.000023233932,"threshold_uncertainty_score":0.99954164},"labels":[],"label_agreement":null},{"id":"W2745535832","doi":"10.1190/segam2017-17431305.1","title":"Elastic least-squares reverse time migration via linearized elastic full-waveform inversion with pseudo-Hessian preconditioning","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hessian matrix; Inversion (geology); Waveform; Seismic migration; Least-squares function approximation; Mathematical analysis; Control theory (sociology); Computer science; Physics; Acoustics; Geology; Mathematics; Applied mathematics; Telecommunications; Geophysics; Seismology; Statistics; Artificial intelligence","score_opus":0.010484653505759197,"score_gpt":0.20660957277067782,"score_spread":0.19612491926491862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745535832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89773476,0.000036935635,0.040904805,0.0029485314,0.00071575545,0.0005689802,0.000050839048,0.00072741363,0.056312],"genre_scores_gemma":[0.9867448,0.000018278186,0.007473733,0.0007350334,0.00012184606,0.0000023638875,0.00023972901,0.000008105831,0.0046560606],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987642,0.00004962219,0.00022297291,0.0003478698,0.0002982685,0.00031707092],"domain_scores_gemma":[0.9990383,0.00008025701,0.00023698475,0.00041021573,0.00007600983,0.00015823774],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021904366,0.00020708959,0.00020636525,0.00014782402,0.0009830102,0.00029473918,0.00031643957,0.00009896002,0.006052339],"category_scores_gemma":[0.000098827615,0.00014971456,0.0000631455,0.00008261465,0.00021166352,0.0011013347,0.000023551002,0.00020423856,0.0019927148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029321061,0.0003165803,0.34100297,0.00043500031,0.00037516392,0.00020922866,0.0021999734,0.009715104,0.0099796215,0.00023249027,0.18582134,0.4467804],"study_design_scores_gemma":[0.000988729,0.00080161914,0.04337563,0.00024073855,0.000077964905,0.00009705693,0.0002444287,0.9424935,0.0047556283,0.000976611,0.0054390715,0.0005090282],"about_ca_topic_score_codex":0.0046200985,"about_ca_topic_score_gemma":0.00049829547,"teacher_disagreement_score":0.9327784,"about_ca_system_score_codex":0.000014665679,"about_ca_system_score_gemma":0.000063649386,"threshold_uncertainty_score":0.99878436},"labels":[],"label_agreement":null},{"id":"W2745932051","doi":"10.1190/segam2017-17681804.1","title":"A statistical comparison of three 4D Full-Waveform Inversion schemes","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Inversion (geology); Waveform; Computer science; Algorithm; Geology; Telecommunications; Seismology","score_opus":0.046317342402400034,"score_gpt":0.2879375315498758,"score_spread":0.24162018914747574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745932051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8676138,0.00008729208,0.040980138,0.0010669798,0.00029387273,0.00012274833,0.000041553358,0.00012789786,0.08966575],"genre_scores_gemma":[0.9772699,0.000009137217,0.022232367,0.0002464956,0.00002427469,1.60626e-7,0.000032268534,0.0000014361234,0.00018398683],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933887,0.000011275747,0.00016111026,0.00013509221,0.00020097427,0.00015265906],"domain_scores_gemma":[0.9994217,0.00005629935,0.000114422415,0.0002995934,0.00003463223,0.00007331995],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015530085,0.00007553003,0.0001551415,0.000046203306,0.0003321977,0.00007467887,0.00030131912,0.000045553228,0.003970486],"category_scores_gemma":[0.00008341873,0.000054853044,0.000032821637,0.000024500765,0.00030575207,0.0002228644,0.000028189452,0.00009194374,0.0001938412],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035566958,0.000015840822,0.71485734,0.000015929512,0.0000076090546,0.000002044277,0.000047619487,0.0000050888334,0.000068396,0.0014909254,0.023314795,0.26013884],"study_design_scores_gemma":[0.00043899665,0.00044792175,0.30905223,0.00005066161,0.000021981525,0.000005687515,0.00037153554,0.61573136,0.022429042,0.008378349,0.04280996,0.0002622833],"about_ca_topic_score_codex":0.008843763,"about_ca_topic_score_gemma":0.00043078745,"teacher_disagreement_score":0.6157263,"about_ca_system_score_codex":0.000002390945,"about_ca_system_score_gemma":0.000030417834,"threshold_uncertainty_score":0.9977564},"labels":[],"label_agreement":null},{"id":"W2745947269","doi":"10.1190/segam2017-17588839.1","title":"Characterizing and mitigating FWI modeling errors due to uncertainty in attenuation physics","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Waveform; Inversion (geology); Physics; Computer science; Computational physics; Geophysics; Geology; Seismology; Telecommunications; Optics","score_opus":0.0346800651318295,"score_gpt":0.2558722732473595,"score_spread":0.22119220811553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745947269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889199,0.000010295522,0.004394285,0.0021281173,0.0000773873,0.000077701414,0.0000048184247,0.00004751035,0.0043399935],"genre_scores_gemma":[0.9941278,0.0000080789805,0.0038713042,0.0018668659,0.000050406397,6.705564e-7,0.000016075466,0.0000017785857,0.000057013083],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994891,0.000017089125,0.00010492358,0.00015866752,0.00008649431,0.00014372538],"domain_scores_gemma":[0.9997225,0.000022476534,0.00004543506,0.00013899051,0.000018138813,0.000052498017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448526,0.00006495005,0.00008912791,0.000037954433,0.00025390237,0.00011850008,0.00011533872,0.000024774541,0.00005047252],"category_scores_gemma":[0.00006764015,0.000056605713,0.000013019335,0.00003395663,0.000027004196,0.0003683997,0.000017191596,0.00007485091,0.00002346639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000145814,0.000006288333,0.2707585,0.000018718207,0.000003922181,0.000009477544,0.0015717128,0.014186677,0.001110352,0.000091709386,0.00028890822,0.71193916],"study_design_scores_gemma":[0.00007195354,0.000015264151,0.042089865,0.000052013063,0.0000014377454,0.000002516706,0.00033243507,0.9551623,0.0008940645,0.0011329971,0.00015306367,0.00009207318],"about_ca_topic_score_codex":0.018289834,"about_ca_topic_score_gemma":0.00031438557,"teacher_disagreement_score":0.94097567,"about_ca_system_score_codex":0.000003614118,"about_ca_system_score_gemma":0.000010650397,"threshold_uncertainty_score":0.98824745},"labels":[],"label_agreement":null},{"id":"W2746203294","doi":"10.1190/segam2017-17494719.1","title":"A comparison of Alaska and Alberta heavy oil sands","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Environmental science; Petroleum; Geology; Mining engineering; Petroleum engineering; Archaeology; Geography; Paleontology; Asphalt","score_opus":0.02708573936548279,"score_gpt":0.2793578512859856,"score_spread":0.2522721119205028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746203294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70185363,0.00018129112,0.000044985427,0.001429735,0.00009183838,0.000014913811,0.000004296134,0.00002490815,0.2963544],"genre_scores_gemma":[0.99352556,0.00005726533,0.001083355,0.00038120733,0.000015165621,9.6984756e-8,0.000005700936,8.2791377e-7,0.004930815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999636,0.0000099921135,0.00009358254,0.00009590758,0.000075277116,0.00008922845],"domain_scores_gemma":[0.9996305,0.000051220464,0.00006532985,0.00019421458,0.0000126307195,0.000046080044],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009078653,0.000048598602,0.00011407152,0.000025629952,0.00016835822,0.00004728257,0.00014923979,0.000026372982,0.00095044123],"category_scores_gemma":[0.000038154572,0.000035572924,0.000018050461,0.000013215693,0.00013473429,0.00013309513,0.000013099134,0.00004317498,0.000030347726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008701585,0.0000051345737,0.8049307,0.000007805867,0.0000029781636,2.741436e-7,0.000121000485,0.0000012383005,0.000010553526,0.000031688814,0.020300992,0.17457893],"study_design_scores_gemma":[0.00043237917,0.0002558606,0.7696833,0.00005998182,0.000017238352,0.000011404917,0.00045624597,0.06771111,0.029980844,0.00073558575,0.13041429,0.00024173937],"about_ca_topic_score_codex":0.030310966,"about_ca_topic_score_gemma":0.00048930774,"teacher_disagreement_score":0.29167196,"about_ca_system_score_codex":4.301226e-7,"about_ca_system_score_gemma":0.000008879773,"threshold_uncertainty_score":0.9999628},"labels":[],"label_agreement":null},{"id":"W2746225800","doi":"10.1190/segam2017-17653936.1","title":"Seismic inversion for P- and S-wave inverse quality factors using attenuative elastic impedance","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrical impedance; Inversion (geology); Quality (philosophy); Inverse; Inverse problem; Geology; Seismic wave; Acoustics; Computer science; Seismology; Physics; Geophysics; Mathematical analysis; Mathematics; Geometry","score_opus":0.10174739617731167,"score_gpt":0.30909851875464356,"score_spread":0.2073511225773319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746225800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98404694,0.00002980129,0.013381978,0.00038239735,0.00025674168,0.00018796544,0.00006867292,0.00007105589,0.0015744787],"genre_scores_gemma":[0.9916073,0.000027216498,0.0069465283,0.00089964154,0.000040741692,4.7513157e-7,0.000026070677,0.0000033428264,0.00044870412],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991837,0.000044342585,0.0001519478,0.00026852713,0.0001294904,0.00022199376],"domain_scores_gemma":[0.9992171,0.00020902649,0.00017170324,0.00024604614,0.000051294133,0.000104825485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003112583,0.00013061787,0.00016608508,0.000057502763,0.00074703613,0.0001192601,0.00015531437,0.00006273154,0.00016082826],"category_scores_gemma":[0.00026937385,0.00010167029,0.000052293155,0.000029284689,0.00024913385,0.0005198648,0.000030794068,0.000086725486,0.000014621547],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009133626,0.000013105562,0.94831157,0.000073272626,0.000031258758,0.000002970963,0.0009501409,0.00018465107,0.0006189385,0.0001201005,0.010554871,0.039047796],"study_design_scores_gemma":[0.0003927029,0.00009613457,0.16596855,0.000033941385,0.000021494825,0.0000039769357,0.0009508936,0.8216793,0.0048582773,0.0027743387,0.0029779752,0.00024239298],"about_ca_topic_score_codex":0.016178831,"about_ca_topic_score_gemma":0.00018901807,"teacher_disagreement_score":0.82149464,"about_ca_system_score_codex":0.00000908179,"about_ca_system_score_gemma":0.00003718017,"threshold_uncertainty_score":0.99037254},"labels":[],"label_agreement":null},{"id":"W2746270736","doi":"10.1190/segam2017-17677840.1","title":"Focusing AVO inversion based on the minimum gradient support regularization","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"China Scholarship Council","keywords":"Inversion (geology); Algorithm; Regularization (linguistics); Computer science; Geology; Applied mathematics; Mathematical optimization; Mathematics; Seismology; Artificial intelligence","score_opus":0.024130739043810127,"score_gpt":0.22075522029898306,"score_spread":0.19662448125517293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746270736","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35063723,0.000015007478,0.007220733,0.060312703,0.0011942133,0.00042514273,0.000021880824,0.0003541887,0.5798189],"genre_scores_gemma":[0.9876719,0.000005457703,0.00080948585,0.009188148,0.000051667535,4.0385737e-7,0.0000376625,0.0000022142644,0.0022330321],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933064,0.000043842516,0.00009296845,0.00016520015,0.00021271808,0.0001546369],"domain_scores_gemma":[0.99931586,0.00006897577,0.00008635556,0.00045114936,0.00002606276,0.000051579216],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037373244,0.00008047391,0.00006454085,0.00005602357,0.00085378747,0.00016606387,0.00031644202,0.000039008053,0.0026484537],"category_scores_gemma":[0.00009676252,0.00004757854,0.000043191038,0.000038903752,0.000117022995,0.00018993362,0.000012620935,0.000081735256,0.00024507038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010229421,0.000050377635,0.20119196,0.000019226474,0.000013455792,0.000024457231,0.0003257341,0.0006862427,0.00027442913,0.0018837937,0.5776939,0.21773416],"study_design_scores_gemma":[0.00025537144,0.0002056157,0.030582875,0.00004295316,0.000011641305,0.0000030119622,0.00013650529,0.842454,0.022650441,0.002902332,0.100559756,0.00019548704],"about_ca_topic_score_codex":0.0015326211,"about_ca_topic_score_gemma":0.00002552382,"teacher_disagreement_score":0.8417678,"about_ca_system_score_codex":0.0000047596372,"about_ca_system_score_gemma":0.000025535493,"threshold_uncertainty_score":0.99826324},"labels":[],"label_agreement":null},{"id":"W2746272497","doi":"10.1190/segam2017-17559290.1","title":"Velocity anisotropy in the region near a hydraulic fracture: A sensitivity analysis","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Anisotropy; Sensitivity (control systems); Fracture (geology); Geology; Hydraulic fracturing; Geomechanics; Stress field; Physics; Geotechnical engineering; Optics; Engineering; Finite element method","score_opus":0.01987884847881878,"score_gpt":0.2410122121166908,"score_spread":0.221133363637872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746272497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9229139,0.000062691106,0.015701037,0.030881617,0.00009818303,0.00018999202,0.000012044636,0.00014245482,0.029998085],"genre_scores_gemma":[0.98651516,0.000024267902,0.0012518623,0.012055958,0.000030270754,3.4103053e-7,0.00002105567,9.666833e-7,0.00010008662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923474,0.00014915701,0.00009192354,0.00018558047,0.00017098647,0.00016762705],"domain_scores_gemma":[0.99926686,0.000099025565,0.0000783453,0.0005049032,0.000016159587,0.0000347146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004794252,0.00008101067,0.00013181685,0.00006655319,0.0005260552,0.00026523668,0.00027651957,0.000048833084,0.00021867841],"category_scores_gemma":[0.00008111953,0.000047922582,0.000087638546,0.00018000667,0.0001492799,0.00025305193,0.000011345602,0.00015648233,0.000046052948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023350098,0.000020131807,0.9057042,0.0000030407327,0.00004375062,0.00013450078,0.00056800025,0.0006928811,0.0000034163206,0.000046623132,0.043139223,0.049620904],"study_design_scores_gemma":[0.00006493489,0.000017853026,0.74807656,0.0000023596606,0.000030039491,0.000011361636,0.0000787526,0.22377568,0.00010246029,0.0006202759,0.027149303,0.00007043568],"about_ca_topic_score_codex":0.12042199,"about_ca_topic_score_gemma":0.0027702476,"teacher_disagreement_score":0.2230828,"about_ca_system_score_codex":0.0000033020767,"about_ca_system_score_gemma":0.0000195485,"threshold_uncertainty_score":0.88543516},"labels":[],"label_agreement":null},{"id":"W2746415382","doi":"10.1190/segam2017-17731405.1","title":"Finite-difference modeling comparison between a fractured HTI model and its equivalent model","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Computer science","score_opus":0.11082352029671755,"score_gpt":0.3035086571983973,"score_spread":0.19268513690167977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746415382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6220405,0.00039923086,0.3658424,0.0010878728,0.000057378133,0.00013833604,0.00006636658,0.00018714738,0.010180757],"genre_scores_gemma":[0.9885306,0.00009805235,0.009486291,0.0008053628,0.000041032246,9.02329e-7,0.000033903012,0.0000044839608,0.0009993756],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989066,0.000020266107,0.00021752948,0.00032120795,0.0002401924,0.00029420294],"domain_scores_gemma":[0.99926984,0.000064999644,0.00010641691,0.00035233793,0.00004656415,0.00015984943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021749151,0.00016889618,0.0002471357,0.00006837379,0.00056772155,0.00021831963,0.00044137408,0.00009736241,0.00012143397],"category_scores_gemma":[0.00007550429,0.00013196998,0.00004437246,0.000021906086,0.00006218704,0.00036361726,0.00006086627,0.0002168693,0.000039032613],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002130627,0.000012634681,0.061754633,0.00002371928,0.0000146033035,0.00000141943,0.00044315815,0.8847846,0.00005983396,0.00013194549,0.0015772199,0.051174957],"study_design_scores_gemma":[0.00016039678,0.000031300548,0.0027780333,0.00002682931,0.000016786733,6.362651e-7,0.00003139655,0.9879831,0.0005801875,0.00812926,0.000065778426,0.00019630246],"about_ca_topic_score_codex":0.0018435639,"about_ca_topic_score_gemma":0.000044461493,"teacher_disagreement_score":0.3664901,"about_ca_system_score_codex":0.000003683243,"about_ca_system_score_gemma":0.000039390823,"threshold_uncertainty_score":0.53815794},"labels":[],"label_agreement":null},{"id":"W2746712503","doi":"10.1190/segam2017-17661198.1","title":"The application of seismic-derived rock properties in predicting Duvernay-induced fractures","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Reef; Drilling; Devonian; Microseism; Structural basin; Oil shale; Source rock; Sedimentary basin; Carbonate; Geochemistry; Hydraulic fracturing; Sedimentary rock; Paleontology; Seismology; Oceanography","score_opus":0.020473056010290116,"score_gpt":0.23969683519367566,"score_spread":0.21922377918338554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746712503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833541,0.00011156387,0.000982416,0.0014280763,0.000095920834,0.00016311994,0.000002437565,0.000058451722,0.013803916],"genre_scores_gemma":[0.9991909,0.000036325247,0.00015759708,0.00035011763,0.00003187486,0.0000021460548,0.000002979909,0.0000017098424,0.00022629861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944794,0.000026573543,0.00014733689,0.00011808529,0.00013214837,0.00012791925],"domain_scores_gemma":[0.9994478,0.000049941034,0.00014745563,0.000303214,0.000028395742,0.00002318984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024236033,0.000063118874,0.00008119886,0.000027534415,0.00040062363,0.00006659444,0.00037921872,0.000030924835,0.000040841558],"category_scores_gemma":[0.000109110304,0.00003546021,0.000023588735,0.000025436804,0.00005416833,0.0002032922,0.0000191475,0.000097730706,0.00001739359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003643746,0.000009897872,0.65454644,0.000012527427,0.000007584634,7.4828836e-7,0.00035102863,0.000494934,0.0043699136,0.000025434345,0.0010069709,0.33913806],"study_design_scores_gemma":[0.00012187626,0.000031671687,0.46010017,0.000025067162,0.0000028984991,0.0000018023528,0.00037225184,0.40386733,0.13013999,0.00066435814,0.00459832,0.00007424892],"about_ca_topic_score_codex":0.03967378,"about_ca_topic_score_gemma":0.00079041405,"teacher_disagreement_score":0.4033724,"about_ca_system_score_codex":0.0000027120286,"about_ca_system_score_gemma":0.00002239444,"threshold_uncertainty_score":0.9667211},"labels":[],"label_agreement":null},{"id":"W2746850940","doi":"10.1190/segam2017-17794690.1","title":"A denoising formulation of full-waveform inversion","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Noise reduction; Computer science; Algorithm; Waveform; Geology; Artificial intelligence; Seismology; Telecommunications","score_opus":0.025154534033480763,"score_gpt":0.23979845435322464,"score_spread":0.21464392031974389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746850940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88381726,0.00001865407,0.0028843097,0.0005938834,0.00014511665,0.000059437672,0.0000028350544,0.000060496557,0.11241802],"genre_scores_gemma":[0.9951386,0.0000136976105,0.00401771,0.0002627883,0.000021811882,5.190017e-8,0.000012047487,9.08361e-7,0.000532418],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996167,0.000006429014,0.000093891125,0.00007860832,0.000113886614,0.000090502814],"domain_scores_gemma":[0.99961764,0.000016046946,0.00010129176,0.00020547878,0.000027522789,0.00003201041],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014531912,0.000043868175,0.00006466061,0.000050491966,0.0002485137,0.000040389306,0.00016102179,0.000029819115,0.0010006372],"category_scores_gemma":[0.000036584275,0.000032777112,0.000030462928,0.000021588927,0.000045140387,0.00043371497,0.000012187809,0.000036127643,0.000090283276],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041412775,0.0000075318244,0.34378278,0.000020917076,0.0000068622153,0.0000019842596,0.00016458036,0.000041737974,0.0017881339,0.00038069786,0.008153152,0.6456102],"study_design_scores_gemma":[0.00053905987,0.00028155567,0.4492271,0.00009134035,0.000018157625,0.000018911383,0.0003401381,0.40693852,0.10462428,0.009915715,0.02772331,0.00028190794],"about_ca_topic_score_codex":0.0065445127,"about_ca_topic_score_gemma":0.00009046012,"teacher_disagreement_score":0.6453283,"about_ca_system_score_codex":0.0000022127729,"about_ca_system_score_gemma":0.000011836907,"threshold_uncertainty_score":0.99991256},"labels":[],"label_agreement":null},{"id":"W2747228311","doi":"10.1190/segam2017-17653754.1","title":"Estimation of fluid/porosity and dry fracture weaknesses using azimuthal elastic impedance","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Azimuth; Porosity; Electrical impedance; Fracture (geology); Strengths and weaknesses; Geology; Materials science; Acoustics; Geotechnical engineering; Mathematics; Geometry; Physics; Engineering; Electrical engineering","score_opus":0.017011424404817357,"score_gpt":0.2552210385193138,"score_spread":0.23820961411449648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747228311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771744,0.00018389853,0.02014697,0.00019699929,0.00011655911,0.000048579237,0.000011622528,0.000042431107,0.002078528],"genre_scores_gemma":[0.9896804,0.0000349961,0.00991132,0.00023438233,0.00002443352,7.8817926e-8,0.0000070494866,0.0000013576292,0.00010595406],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995604,0.000014038386,0.00009965256,0.0001221428,0.00010531356,0.00009841836],"domain_scores_gemma":[0.9995972,0.000053022948,0.00010780508,0.0001778274,0.000024075698,0.00004006332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012886933,0.00006793348,0.00010239907,0.000033000113,0.00028397838,0.00006739551,0.00012783763,0.000042658674,0.0002955019],"category_scores_gemma":[0.00009372558,0.00005222857,0.000018337887,0.000020916812,0.00014774733,0.00040771213,0.0000137261695,0.000057174144,0.000007813362],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029800634,0.000012558171,0.7084085,0.000086557346,0.000010831967,0.0000046229484,0.00019845796,0.0035179865,0.0011509212,0.000056592035,0.00149351,0.2850297],"study_design_scores_gemma":[0.000094451796,0.000032827567,0.31308708,0.000037771315,0.000010896427,0.000007808462,0.00005389493,0.66288084,0.022159746,0.0010757797,0.00047315087,0.00008577499],"about_ca_topic_score_codex":0.009203696,"about_ca_topic_score_gemma":0.00003632197,"teacher_disagreement_score":0.65936285,"about_ca_system_score_codex":0.000001558087,"about_ca_system_score_gemma":0.000022598375,"threshold_uncertainty_score":0.9973941},"labels":[],"label_agreement":null},{"id":"W2747377649","doi":"10.1190/segam2017-17741608.1","title":"Fast sparsity-promoting least-squares migration with multiples in the time domain","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple; Convolution (computer science); Computer science; Least-squares function approximation; Algorithm; Inversion (geology); Seismic migration; Geology; Mathematical optimization; Mathematics; Seismology; Statistics; Arithmetic; Artificial intelligence","score_opus":0.014567420781672275,"score_gpt":0.2100675975414055,"score_spread":0.19550017675973322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747377649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564337,0.000027024615,0.00065550755,0.0058657257,0.000032492626,0.00014186691,0.0000071419117,0.00006979678,0.03676671],"genre_scores_gemma":[0.99474245,0.000006366588,0.0039010292,0.00082654296,0.00003572929,6.4299286e-7,0.000022205208,0.0000014162944,0.00046362338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994088,0.00006191652,0.00008220453,0.00013938443,0.00015755722,0.00015015056],"domain_scores_gemma":[0.99958146,0.000060547485,0.0000663243,0.0002531004,0.000014257951,0.000024326044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041525136,0.000073987336,0.000073011724,0.00004395285,0.000429172,0.00020920835,0.0003562152,0.000025583526,0.0003646305],"category_scores_gemma":[0.000035274526,0.000039796858,0.000018754414,0.000040614956,0.000108046006,0.0003175139,0.000009546159,0.00009227837,0.0001671928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031074433,0.000019290575,0.9015324,0.0000078327885,0.0000049880937,0.000019944868,0.0025214897,0.000117726246,0.00013689123,0.000058401354,0.0065494375,0.08900053],"study_design_scores_gemma":[0.0004717831,0.00022449564,0.8035366,0.00008667173,0.000007814061,0.0000378032,0.0035416917,0.17075476,0.0025293953,0.0012971505,0.017247524,0.00026430018],"about_ca_topic_score_codex":0.017467858,"about_ca_topic_score_gemma":0.004082167,"teacher_disagreement_score":0.17063704,"about_ca_system_score_codex":0.0000017701009,"about_ca_system_score_gemma":0.000011963452,"threshold_uncertainty_score":0.9890749},"labels":[],"label_agreement":null},{"id":"W2747406460","doi":"10.1190/segam2017-17783222.1","title":"A stochastic L-BFGS approach for full-waveform inversion","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Inversion (geology); Broyden–Fletcher–Goldfarb–Shanno algorithm; Computer science; Waveform; Geology; Algorithm; Mathematical optimization; Mathematics; Telecommunications; Seismology","score_opus":0.031348785958741424,"score_gpt":0.23826620307893534,"score_spread":0.2069174171201939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747406460","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075075135,0.000087706685,0.5767479,0.0025541775,0.00077987264,0.00086122775,0.000058843612,0.00051647297,0.3433187],"genre_scores_gemma":[0.9658884,0.0000056082717,0.029392008,0.001252264,0.000091968686,0.0000025787986,0.00008185621,0.000002824177,0.0032824853],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993582,0.0000075320345,0.000095458934,0.00019807747,0.00012570435,0.0002150604],"domain_scores_gemma":[0.99944943,0.000035253288,0.00007357337,0.00032520553,0.000032170905,0.000084340194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021866489,0.0000906977,0.00010373126,0.00005427176,0.00061695353,0.0001282597,0.00035318665,0.000051677926,0.0006487311],"category_scores_gemma":[0.00007215198,0.000065954744,0.00006184936,0.000022720867,0.00010479211,0.00031743455,0.000018742043,0.00006610517,0.0001453132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020534868,0.000042941283,0.012894201,0.00007188289,0.000029130857,0.0000025032755,0.00025637497,0.0006836781,0.0001247589,0.00032121254,0.35271564,0.63265234],"study_design_scores_gemma":[0.0003859875,0.00017698508,0.0033215957,0.0000107727865,0.000012141791,0.000009983395,0.00023433303,0.97038925,0.0006793282,0.0011345628,0.023457127,0.00018792895],"about_ca_topic_score_codex":0.0028892143,"about_ca_topic_score_gemma":0.000024373629,"teacher_disagreement_score":0.9697056,"about_ca_system_score_codex":0.0000035467199,"about_ca_system_score_gemma":0.000021583275,"threshold_uncertainty_score":0.71031505},"labels":[],"label_agreement":null},{"id":"W2747413101","doi":"10.1190/segam2017-17744295.1","title":"An algorithm for vector data full-waveform inversion","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Computer science; Algorithm; Waveform; Geology; Telecommunications; Radar","score_opus":0.0548139809485214,"score_gpt":0.2865619529654679,"score_spread":0.23174797201694647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747413101","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15243487,0.00034899302,0.61686695,0.021308709,0.007028682,0.0022324766,0.0036207356,0.0024409548,0.19371766],"genre_scores_gemma":[0.7823577,0.00006121458,0.20989245,0.0031998993,0.0004271182,0.0000011645699,0.001966948,0.0000062462263,0.002087269],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993146,0.0000110812725,0.0000904013,0.00027196863,0.00012245025,0.00018946407],"domain_scores_gemma":[0.9986779,0.000029646957,0.00006563831,0.0010924898,0.000030467838,0.00010383655],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003156027,0.000080763915,0.00008811586,0.000038135047,0.0005837145,0.00019292823,0.0010803352,0.000046798647,0.0013688834],"category_scores_gemma":[0.000040997253,0.000059848586,0.000024836107,0.00001833115,0.00008237401,0.0011552058,0.00004326815,0.000055957185,0.00020379019],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009075597,0.000006870091,0.0027106262,0.0000034347022,0.000003805553,0.0000013569995,0.000016724847,8.5827367e-7,0.000034991663,0.000022432658,0.068855196,0.92833465],"study_design_scores_gemma":[0.0001856761,0.00017470252,0.007596094,0.0000062458626,0.0000070397314,0.0000042808583,0.00008504137,0.842378,0.0015991965,0.00056620705,0.14727814,0.00011931872],"about_ca_topic_score_codex":0.0076409527,"about_ca_topic_score_gemma":0.00018686523,"teacher_disagreement_score":0.9282153,"about_ca_system_score_codex":0.0000024815809,"about_ca_system_score_gemma":0.000027802775,"threshold_uncertainty_score":0.999544},"labels":[],"label_agreement":null},{"id":"W2747480535","doi":"10.1190/segam2017-17685663.1","title":"Unlocking the secrets of North American shale reservoirs using deterministic rock-physics models","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil shale; Geology; Petroleum engineering; Paleontology","score_opus":0.061487926441341614,"score_gpt":0.26791666207403625,"score_spread":0.20642873563269465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747480535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712086,0.000022622924,0.017913114,0.00019898402,0.00008692873,0.00008034413,0.00002302715,0.000050142826,0.010416244],"genre_scores_gemma":[0.9967158,0.000022311327,0.0026083933,0.00044602173,0.00005354943,2.4857658e-7,0.000008127813,0.00000325319,0.00014232573],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992793,0.00003578766,0.00014325055,0.0001553692,0.00019375807,0.0001924922],"domain_scores_gemma":[0.9991129,0.00007764246,0.0002140371,0.0004994978,0.000046199326,0.0000497294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014747142,0.00009137951,0.00014175106,0.000025715546,0.0005677814,0.00008596221,0.0005623656,0.000013395102,0.00006595174],"category_scores_gemma":[0.00004007622,0.000059003756,0.000050621657,0.00007610926,0.00023066514,0.0002898135,0.000043671564,0.000097821765,0.000010918209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019661795,0.000009962078,0.76686615,0.000018206967,0.000017813569,0.000008182453,0.00031152891,0.03273808,0.000018660943,0.00005903006,0.0009773651,0.19895536],"study_design_scores_gemma":[0.00004349811,0.00004311907,0.07711963,0.00001569585,0.00001171812,0.0000050119356,0.00011634665,0.9203649,0.0006930362,0.0012286516,0.00026699874,0.00009140694],"about_ca_topic_score_codex":0.026964653,"about_ca_topic_score_gemma":0.00068164227,"teacher_disagreement_score":0.8876268,"about_ca_system_score_codex":0.0000029323471,"about_ca_system_score_gemma":0.000039231843,"threshold_uncertainty_score":0.9795149},"labels":[],"label_agreement":null},{"id":"W2747699517","doi":"10.1190/segam2017-17735433.1","title":"Full-waveform inversion without tears: A forward modeling-free gradient","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Inversion (geology); Waveform; Geology; Telecommunications; Seismology","score_opus":0.026416938509294927,"score_gpt":0.2347200497633144,"score_spread":0.20830311125401946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747699517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7802873,0.00007193536,0.009025401,0.004123764,0.0006223495,0.00022714815,0.000021020756,0.00042258756,0.20519845],"genre_scores_gemma":[0.98696905,0.00007459673,0.008542404,0.0017783634,0.00008456776,8.057979e-7,0.000019320192,0.000004226857,0.0025266423],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998968,0.000016894628,0.00016048434,0.00026871648,0.00027722234,0.00030868992],"domain_scores_gemma":[0.99885297,0.000013579117,0.00008831095,0.00084276276,0.000045976798,0.00015642728],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029529294,0.00013910892,0.00015103858,0.000091328424,0.0006386444,0.00019294357,0.00078212353,0.000069385416,0.001318416],"category_scores_gemma":[0.00009814149,0.00010072202,0.00008321235,0.00003612432,0.0001169065,0.00056803494,0.00007677262,0.0001424194,0.00061434566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035870227,0.00006367425,0.22416694,0.000059006536,0.00006382003,0.000039461265,0.00085263676,0.0011943079,0.00010279385,0.00065414957,0.24987675,0.52256775],"study_design_scores_gemma":[0.00039197083,0.00019552739,0.0024355848,0.000032434167,0.000012045024,0.00001571781,0.00021294138,0.9654687,0.0004955325,0.007578492,0.022950152,0.00021087176],"about_ca_topic_score_codex":0.018017644,"about_ca_topic_score_gemma":0.00050601753,"teacher_disagreement_score":0.9642744,"about_ca_system_score_codex":0.000008436296,"about_ca_system_score_gemma":0.00003227793,"threshold_uncertainty_score":0.9995945},"labels":[],"label_agreement":null},{"id":"W2747747229","doi":"10.1190/segam2017-17663437.1","title":"Compressive Seismic Imaging: Land Vibroseis operations in Alaska","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Seismic vibrator; Geology; Seismology; Mining engineering; Computer science","score_opus":0.015004481907149883,"score_gpt":0.24313982335901563,"score_spread":0.22813534145186576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747747229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7403874,0.00028003484,0.004427651,0.012562973,0.0005615264,0.00026634682,0.00006548586,0.0002705102,0.24117808],"genre_scores_gemma":[0.99335474,0.000035811598,0.0014854507,0.0029770646,0.000041352014,9.722339e-7,0.000037453472,0.000002160941,0.0020649915],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938965,0.00002637131,0.00011896706,0.00017993762,0.0001016681,0.00018342932],"domain_scores_gemma":[0.99953747,0.000028242332,0.00003463215,0.00031684202,0.00002338157,0.00005945718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012179396,0.00008441733,0.00010178047,0.000075357006,0.00038093785,0.00025347958,0.00033792114,0.000026376012,0.0013563387],"category_scores_gemma":[0.000037826438,0.00006701058,0.000027121068,0.00003323613,0.00011790004,0.0004940472,0.000022106624,0.00010689941,0.000282885],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049586733,0.000008115771,0.9480011,0.0000024499325,0.000002288862,0.000015402005,0.00008825098,0.0014617637,0.00001891972,0.00002244952,0.020692263,0.029682036],"study_design_scores_gemma":[0.00027084834,0.000015273588,0.41498923,0.000020588885,0.0000027354217,0.0000127415005,0.00009426899,0.555064,0.0011428136,0.00054648606,0.027705383,0.00013563008],"about_ca_topic_score_codex":0.042719696,"about_ca_topic_score_gemma":0.001018571,"teacher_disagreement_score":0.5536022,"about_ca_system_score_codex":0.0000031981945,"about_ca_system_score_gemma":0.000028519273,"threshold_uncertainty_score":0.99955654},"labels":[],"label_agreement":null},{"id":"W2747989127","doi":"10.1190/segam2017-17679803.1","title":"Compressive Seismic Imaging: Moving from research to production","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"University of British Columbia; ConocoPhillips","keywords":"Compressed sensing; Computer science; Sampling (signal processing); Data acquisition; Field (mathematics); Production (economics); Geophysical imaging; Seismology; Geology; Artificial intelligence; Telecommunications; Mathematics","score_opus":0.06450834133269163,"score_gpt":0.3243124960184846,"score_spread":0.259804154685793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747989127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8236983,0.00021350026,0.002062304,0.026113072,0.0010741832,0.00035644454,0.000032909622,0.00033609016,0.1461132],"genre_scores_gemma":[0.99033046,0.000014546289,0.004575361,0.0015018325,0.00026682508,0.0000014225769,0.000021659884,0.0000030195001,0.0032848483],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989125,0.000070487535,0.000100196696,0.00033474795,0.00030582774,0.00027624052],"domain_scores_gemma":[0.99908483,0.0000681869,0.000045593915,0.0005737699,0.0001116449,0.00011597456],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048988767,0.00007714805,0.000087744615,0.00012046005,0.0009645244,0.00033293778,0.00053649547,0.000024711575,0.0012504385],"category_scores_gemma":[0.00029559,0.00006307971,0.000024109524,0.00006271487,0.00015140075,0.00045459135,0.00006137381,0.00018832463,0.0010938891],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023146871,0.000008548319,0.19797897,0.0000029649577,0.0000056640406,0.000009485686,0.00042121607,0.00020676515,0.0010233455,0.000017698152,0.2527883,0.5475139],"study_design_scores_gemma":[0.00016988469,0.00005998346,0.36276007,0.00009579463,0.000006509763,0.000010693535,0.0019480191,0.14895001,0.061187617,0.010979097,0.41350588,0.0003264567],"about_ca_topic_score_codex":0.10729434,"about_ca_topic_score_gemma":0.00016496592,"teacher_disagreement_score":0.54718745,"about_ca_system_score_codex":0.000006663927,"about_ca_system_score_gemma":0.000029221514,"threshold_uncertainty_score":0.99968386},"labels":[],"label_agreement":null},{"id":"W2747995146","doi":"10.1190/segam2017-17589086.1","title":"Frequency-domain full-waveform inversion with updates based on nonlinear sensitivities","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Frequency domain; Computer science; Nonlinear system; Waveform; Inversion (geology); Physics; Geology; Telecommunications; Seismology","score_opus":0.011770362128551613,"score_gpt":0.20385553609414672,"score_spread":0.1920851739655951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747995146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6117175,0.0000109131,0.0011667177,0.004945626,0.00020613475,0.00015549465,0.000052210446,0.00029006987,0.38145527],"genre_scores_gemma":[0.9545444,0.000008138976,0.03902794,0.005684934,0.000094253555,4.6621832e-7,0.00011416043,0.0000048095317,0.00052089395],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909997,0.000032413365,0.0001039171,0.00024321552,0.00027133405,0.00024916985],"domain_scores_gemma":[0.99923426,0.000064533495,0.000091199145,0.000472739,0.000039875693,0.00009740748],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023798466,0.00015261945,0.00013867312,0.000099201134,0.0006265103,0.00016923796,0.00025210067,0.000056506768,0.0015409274],"category_scores_gemma":[0.00002694062,0.00009815752,0.000042935117,0.000042670184,0.00025421762,0.00038701255,0.000011868645,0.00013575802,0.0004228497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079782173,0.0001421634,0.72253627,0.00009402477,0.00007044459,0.0005089636,0.0005567688,0.000445966,0.0009958729,0.0011993835,0.07542142,0.19723092],"study_design_scores_gemma":[0.0019804449,0.002213169,0.06788525,0.00034816243,0.000038761176,0.00007556079,0.0022372084,0.8208786,0.05398747,0.0099628195,0.039132085,0.0012604226],"about_ca_topic_score_codex":0.0061344327,"about_ca_topic_score_gemma":0.00038317623,"teacher_disagreement_score":0.82043266,"about_ca_system_score_codex":0.0000070368424,"about_ca_system_score_gemma":0.000055542572,"threshold_uncertainty_score":0.9993718},"labels":[],"label_agreement":null},{"id":"W2748147713","doi":"10.1093/gji/ggx363","title":"Born scattering and inversion sensitivities in viscoelastic transversely isotropic media","year":2017,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Science and Engineering Research Council","keywords":"Viscoelasticity; Transverse isotropy; Anisotropy; Isotropy; Scattering; Standard linear solid model; Attenuation; Physics; Slowness; Polarization (electrochemistry); Homogeneous; Geology; Optics; Computational physics; Seismology; Chemistry; Statistical physics; Thermodynamics","score_opus":0.014651854662575044,"score_gpt":0.22805482155579626,"score_spread":0.21340296689322122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748147713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920728,0.000027176424,0.0004173412,0.0037709523,0.0007921596,0.000024087478,0.00001672987,0.000017031232,0.002861674],"genre_scores_gemma":[0.99838877,0.00010529543,0.0004819233,0.00057617953,0.0003404242,1.4644434e-7,0.000009150844,0.0000022110532,0.00009589852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932444,0.000030654865,0.00013191914,0.0001264318,0.00023490818,0.00015163394],"domain_scores_gemma":[0.99963486,0.000083978026,0.00008608422,0.000078367164,0.00003379981,0.000082894745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012240282,0.000083057574,0.00010530379,0.00011393854,0.0002440658,0.0002583318,0.00022723962,0.000031050335,0.0002833444],"category_scores_gemma":[0.00006317575,0.0000707967,0.00004267474,0.000020331538,0.00016878566,0.00061702094,0.00002359903,0.00024248223,0.000055404198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022810449,0.00007240217,0.49725634,0.000022199552,0.00007295235,0.00058766274,0.0019357512,0.00029216887,0.0022243538,0.0005648927,0.0067398,0.49000338],"study_design_scores_gemma":[0.00054953754,0.00005963756,0.92987823,0.000121459365,0.000008415251,0.00015328193,0.0003283273,0.058717705,0.0006488138,0.0057248347,0.003659078,0.00015064451],"about_ca_topic_score_codex":0.0014676867,"about_ca_topic_score_gemma":0.00008294164,"teacher_disagreement_score":0.48985273,"about_ca_system_score_codex":0.000010369239,"about_ca_system_score_gemma":0.000019163765,"threshold_uncertainty_score":0.31024224},"labels":[],"label_agreement":null},{"id":"W2748392518","doi":"10.1190/segam2017-17738085.1","title":"Robust refraction statics solution using feedback from reflection data","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Statics; Refraction; Residual; Reflection (computer programming); Inversion (geology); Geology; Computer science; Algorithm; Optics; Seismology; Physics","score_opus":0.22119336537195752,"score_gpt":0.3235493502401893,"score_spread":0.1023559848682318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748392518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54245216,0.00017636566,0.38897955,0.0036402564,0.0029942703,0.00023734954,0.0004029948,0.0005580441,0.060558997],"genre_scores_gemma":[0.90163887,0.00009622667,0.09607267,0.00054051366,0.000224242,8.706745e-8,0.00069458585,0.0000030828255,0.00072975317],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932,0.00003310501,0.0001198888,0.00024000426,0.0001505217,0.00013648933],"domain_scores_gemma":[0.9990124,0.00003140399,0.00014222343,0.00073699065,0.000032314503,0.000044650777],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024781976,0.000070797,0.000074044634,0.000040741885,0.0007020587,0.00023322886,0.00037352394,0.000053119817,0.0011139024],"category_scores_gemma":[0.00008734503,0.00006105403,0.000014429516,0.000031892636,0.00006189714,0.0013625085,0.00003828463,0.00010550187,0.00015511349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078335084,0.000026342217,0.111763455,0.000010598152,0.000032331605,0.0000063377292,0.000107168205,0.001330742,0.0020907894,0.000018891114,0.159947,0.72458804],"study_design_scores_gemma":[0.00010495661,0.000022710421,0.02942843,0.000016353066,0.000016569238,0.000004435985,0.00010421404,0.94055814,0.0016808715,0.00092918135,0.027029863,0.000104303705],"about_ca_topic_score_codex":0.12655193,"about_ca_topic_score_gemma":0.0012674095,"teacher_disagreement_score":0.93922734,"about_ca_system_score_codex":0.000010060858,"about_ca_system_score_gemma":0.00002956845,"threshold_uncertainty_score":0.9997992},"labels":[],"label_agreement":null},{"id":"W2748505498","doi":"10.1190/segam2017-17788146.1","title":"Feasibility testing of simultaneous source elastic full-waveform inversion","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Waveform; Computer science; Algorithm; Geology; Seismology; Telecommunications","score_opus":0.03796383346846147,"score_gpt":0.24625646501267834,"score_spread":0.20829263154421687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748505498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9436809,0.00001871995,0.002497577,0.00016392197,0.0001519994,0.00009904058,0.000007306389,0.00014101891,0.053239506],"genre_scores_gemma":[0.99148035,0.0000044351914,0.00720598,0.0002717347,0.00003295954,9.6825154e-8,0.0000074277805,0.0000020866003,0.0009949509],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924904,0.000021148346,0.00016776682,0.00019124204,0.00018562385,0.00018519817],"domain_scores_gemma":[0.99895847,0.00030915267,0.00016392727,0.00041245495,0.000074497206,0.000081518774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026269857,0.00009209309,0.00013316651,0.000047064477,0.00038441888,0.00005432055,0.0003466841,0.0000498183,0.0009528559],"category_scores_gemma":[0.00094430184,0.00006910858,0.000043481126,0.000050606475,0.00020587677,0.00022157049,0.000034571338,0.00009949597,0.00016829226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004486614,0.000016638738,0.6104039,0.000032842592,0.0000052441637,0.000007823891,0.00007958023,0.000844023,0.0005209787,0.000006737705,0.00129682,0.38674057],"study_design_scores_gemma":[0.00026283867,0.0002529772,0.043020874,0.000053107997,0.000012893252,0.00002036412,0.00021698521,0.9437489,0.008124618,0.00088024134,0.0032265866,0.00017963888],"about_ca_topic_score_codex":0.010662312,"about_ca_topic_score_gemma":0.00010603773,"teacher_disagreement_score":0.94290483,"about_ca_system_score_codex":0.0000055057276,"about_ca_system_score_gemma":0.000031676893,"threshold_uncertainty_score":0.9999604},"labels":[],"label_agreement":null},{"id":"W2748573360","doi":"10.1190/segam2017-17588266.1","title":"Microseismic and seismic denoising using block matching and 3D collaborative filtering","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Block (permutation group theory); Noise reduction; Matching (statistics); Computer science; Collaborative filtering; Geology; Seismology; Artificial intelligence; Machine learning; Recommender system; Mathematics","score_opus":0.017300166649798616,"score_gpt":0.24579221180717553,"score_spread":0.22849204515737692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748573360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925244,0.0005971969,0.0025893229,0.0004422286,0.00012734857,0.00009302196,0.000018447065,0.00007988647,0.0035281556],"genre_scores_gemma":[0.9746359,0.0001426422,0.023481186,0.0014588527,0.000044157525,1.8267836e-7,0.000003674355,0.000004491659,0.00022893261],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992831,0.000029707622,0.00012652246,0.00025321334,0.00009140075,0.00021609974],"domain_scores_gemma":[0.9995399,0.00004807184,0.00010186476,0.00019557557,0.0000288216,0.00008575733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002085059,0.00013023961,0.00014797269,0.00006952338,0.0010514465,0.0005562974,0.00014313415,0.000049128845,0.00007350952],"category_scores_gemma":[0.000024826704,0.000112399495,0.00001429956,0.00003704864,0.00019957036,0.00054369663,0.00005419131,0.00010854002,0.000008933924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010788847,0.000023315995,0.4280508,0.00020698112,0.0001064185,0.00013614321,0.0055368356,0.002185257,0.060167346,0.00011591551,0.004262107,0.49910098],"study_design_scores_gemma":[0.0011071101,0.0001778822,0.09966235,0.00044525976,0.00007704164,0.00071431336,0.0033441773,0.8031843,0.05748984,0.005931928,0.02669902,0.0011667915],"about_ca_topic_score_codex":0.0119558275,"about_ca_topic_score_gemma":0.00006565484,"teacher_disagreement_score":0.80099905,"about_ca_system_score_codex":0.000004472078,"about_ca_system_score_gemma":0.00002726518,"threshold_uncertainty_score":0.99462366},"labels":[],"label_agreement":null},{"id":"W2748834834","doi":"10.1190/segam2017-17785680.1","title":"Microseismic-source location via elastic least-squares full-waveform inversion with a group sparsity constraint","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Inversion (geology); Computer science; Waveform; Broadband; Algorithm; Seismology; Source function; Geology; Telecommunications; Physics; Tectonics","score_opus":0.01284012335617476,"score_gpt":0.1993780800214221,"score_spread":0.18653795666524733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748834834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7874499,0.000064623535,0.18970378,0.0017123526,0.00028660838,0.00029518988,0.000015656653,0.0003540473,0.02011786],"genre_scores_gemma":[0.99334675,0.000019072548,0.0040437905,0.0015642762,0.000060421506,7.6733346e-7,0.00007250574,0.0000049157566,0.00088747276],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989101,0.0000331934,0.00016247305,0.00032793172,0.00025345822,0.00031283038],"domain_scores_gemma":[0.99910295,0.000048250593,0.00017389163,0.0004429223,0.000081082,0.00015088888],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024121639,0.00018081405,0.00016726223,0.00009599735,0.0008444066,0.00021214425,0.00039868758,0.00008110519,0.0010202854],"category_scores_gemma":[0.000039804323,0.00013093211,0.000045860197,0.000074625175,0.0004961477,0.0005442847,0.000035354216,0.00017593059,0.0005482482],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042707357,0.00007910676,0.31715736,0.000095952375,0.000054253956,0.00003749154,0.00052807666,0.00074349256,0.0013392164,0.0001563277,0.015591596,0.66379005],"study_design_scores_gemma":[0.002087604,0.001763161,0.25915474,0.00036306898,0.0001089184,0.00044274252,0.002141356,0.6356188,0.013074634,0.0017413523,0.08221306,0.0012905722],"about_ca_topic_score_codex":0.020442149,"about_ca_topic_score_gemma":0.00080769486,"teacher_disagreement_score":0.6624995,"about_ca_system_score_codex":0.00001514714,"about_ca_system_score_gemma":0.000049345676,"threshold_uncertainty_score":0.9998929},"labels":[],"label_agreement":null},{"id":"W2748869929","doi":"10.1190/segam2017-17443291.1","title":"Applying compressive sensing techniques in production offshore seismic surveys","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Submarine pipeline; Production (economics); Compressed sensing; Computer science; Geology; Geotechnical engineering; Artificial intelligence","score_opus":0.027042247560264517,"score_gpt":0.25360191645315916,"score_spread":0.22655966889289464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748869929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81554323,0.00018844739,0.015931996,0.004673239,0.0011676442,0.0014590672,0.000019289588,0.0011849315,0.15983218],"genre_scores_gemma":[0.9915371,0.000040747018,0.0070231296,0.000556187,0.00009712701,0.0000021786104,0.000025152223,0.0000036209804,0.00071475096],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905765,0.00013272381,0.00016135287,0.00027735857,0.00015109096,0.00021983075],"domain_scores_gemma":[0.9993664,0.000036482998,0.00011575577,0.0003949465,0.000042854128,0.000043542652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092856045,0.000111774985,0.0001455747,0.0001282122,0.00039423455,0.00014876969,0.000247987,0.000060548824,0.00015128839],"category_scores_gemma":[0.00011130872,0.00009387982,0.000030683033,0.00006243542,0.00013488869,0.00046326884,0.000024389414,0.00017364288,0.00004902051],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047720255,0.000004881613,0.20307212,0.000008437904,0.0000025118347,0.000010427705,0.000057691574,0.00005875635,0.00019674556,0.000003349888,0.005862076,0.79071826],"study_design_scores_gemma":[0.00023909839,0.00007987188,0.52283925,0.00027719897,0.000010215064,0.000084293744,0.000618044,0.19795084,0.23072542,0.0036620875,0.042905666,0.00060799526],"about_ca_topic_score_codex":0.02696912,"about_ca_topic_score_gemma":0.0007438366,"teacher_disagreement_score":0.79011023,"about_ca_system_score_codex":0.0000072973758,"about_ca_system_score_gemma":0.000022436054,"threshold_uncertainty_score":0.97951037},"labels":[],"label_agreement":null},{"id":"W2749073309","doi":"10.1190/segam2017-17742951.1","title":"Massive 3D seismic data compression and inversion with hierarchical Tucker","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Shell Brasil; SENAI CIMATEC","keywords":"Inversion (geology); Geology; Compression (physics); Seismology; Computer science","score_opus":0.03162350154748351,"score_gpt":0.24990988071629938,"score_spread":0.21828637916881588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749073309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87825435,0.0002024255,0.009187237,0.010994193,0.00029455757,0.00027741585,0.00014746333,0.0002932984,0.10034904],"genre_scores_gemma":[0.9853819,0.000090404064,0.010837612,0.0022492467,0.000042048312,1.7946508e-7,0.00015167058,0.0000024992037,0.0012444577],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992266,0.000032515178,0.00007766699,0.00030612072,0.00017383284,0.00018325557],"domain_scores_gemma":[0.9990402,0.000048104386,0.00006589761,0.0007158426,0.00001771297,0.000112227026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016483072,0.00009571636,0.0001058285,0.00005899517,0.00060851057,0.00016185173,0.0005444792,0.000045619272,0.0006567138],"category_scores_gemma":[0.00002858707,0.0000587544,0.00000881107,0.000028322978,0.00030312143,0.0006263709,0.00016411181,0.00014666679,0.00007530666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012635582,0.000014344553,0.3589612,0.000019557905,0.000016185742,0.000044810113,0.00012587373,0.00004096119,0.000044767785,0.0000549913,0.12894131,0.5116097],"study_design_scores_gemma":[0.00041335882,0.0001198278,0.057835475,0.00006750874,0.000013643136,0.000026421423,0.00014512426,0.84005684,0.00061460846,0.00053995056,0.09998485,0.00018241047],"about_ca_topic_score_codex":0.003684239,"about_ca_topic_score_gemma":0.00004917179,"teacher_disagreement_score":0.8400159,"about_ca_system_score_codex":0.0000014072086,"about_ca_system_score_gemma":0.000023724553,"threshold_uncertainty_score":0.7190556},"labels":[],"label_agreement":null},{"id":"W2749206603","doi":"10.1190/segam2017-17588650.1","title":"Crosstalk and frequency bands in truncated Newton an-acoustic full-waveform inversion","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Waveform; Inversion (geology); Computer science; Acoustics; Attenuation; Frequency domain; Crosstalk; Algorithm; Physics; Geology; Telecommunications; Optics; Seismology","score_opus":0.019231087068736264,"score_gpt":0.24152214874707742,"score_spread":0.22229106167834115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749206603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724726,0.00007894017,0.00013315721,0.0007497341,0.00017383926,0.00008898621,0.000009699359,0.00010833086,0.02618473],"genre_scores_gemma":[0.9973135,0.00011605145,0.0008730167,0.0007751214,0.00003154491,4.3507862e-7,0.000050334336,0.0000027947124,0.0008371795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922544,0.000021545347,0.00014368823,0.00024388044,0.0001317311,0.00023370126],"domain_scores_gemma":[0.99945486,0.000023357892,0.00006812789,0.00030984805,0.000023364959,0.00012045077],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024498368,0.000114084316,0.00012652902,0.000105934945,0.00038993152,0.00021681738,0.00024026503,0.000079841775,0.0015260525],"category_scores_gemma":[0.000053837288,0.0000878118,0.000020366975,0.000056115856,0.00018918386,0.00087717274,0.000020728774,0.00012312034,0.0000689551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007348773,0.000026224925,0.8164337,0.000024911024,0.000005555387,0.000050573828,0.00037911802,0.000050867788,0.0024585405,0.0000627368,0.0054247696,0.17500946],"study_design_scores_gemma":[0.00089595147,0.0005069066,0.6786615,0.000053839285,0.000011051306,0.00003969311,0.0005148309,0.30622098,0.003658292,0.0047170063,0.004327412,0.00039251882],"about_ca_topic_score_codex":0.049023,"about_ca_topic_score_gemma":0.0036031755,"teacher_disagreement_score":0.30617014,"about_ca_system_score_codex":0.000006923057,"about_ca_system_score_gemma":0.000033171968,"threshold_uncertainty_score":0.99938667},"labels":[],"label_agreement":null},{"id":"W2749324077","doi":"10.1190/segam2017-17642875.1","title":"Iterative modeling, migration, and inversion: Evaluating the well-calibration technique to scale the gradient in the full-waveform inversion process","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Computer science; Hessian matrix; Algorithm; Calibration; Scaling; Inverse problem; Inverse; Iterative method; Geology; Applied mathematics; Mathematics; Seismology; Mathematical analysis; Geometry","score_opus":0.03644240867931422,"score_gpt":0.2848705297549623,"score_spread":0.24842812107564807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749324077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453061,0.000051786898,0.008302934,0.038617626,0.00011065378,0.0010885888,0.000004161243,0.000057534875,0.0064605926],"genre_scores_gemma":[0.9918568,0.000045680372,0.0010717934,0.006724565,0.000058780068,0.000026616211,0.000019080986,0.0000028886407,0.00019376869],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987907,0.00018615251,0.00020774952,0.00025540992,0.00036507857,0.00019490754],"domain_scores_gemma":[0.99922377,0.00010714727,0.0001094776,0.0004285044,0.00008152582,0.000049595492],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016475224,0.00013487629,0.00009694641,0.00007218716,0.0016192954,0.0004348476,0.0006039045,0.00005611132,0.00013707661],"category_scores_gemma":[0.0001180135,0.00005778986,0.00003294555,0.00016188624,0.00016432151,0.0007633522,0.000048062993,0.0002210138,0.00002515019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087004044,0.00018645565,0.34984937,0.00019010148,0.00006562591,0.000017748396,0.16022421,0.060178425,0.0026128672,0.001687736,0.10453792,0.31957948],"study_design_scores_gemma":[0.0001112406,0.00021344227,0.00208891,0.000051455714,0.000009289674,0.000012170524,0.0057139597,0.98423976,0.00230847,0.003907614,0.0012337645,0.00010993468],"about_ca_topic_score_codex":0.0073506907,"about_ca_topic_score_gemma":0.002557211,"teacher_disagreement_score":0.9240613,"about_ca_system_score_codex":0.000009320253,"about_ca_system_score_gemma":0.000043056934,"threshold_uncertainty_score":0.99968046},"labels":[],"label_agreement":null},{"id":"W2749335532","doi":"10.1190/segam2017-17633799.1","title":"Reliability of microseismic source mechanisms recorded in the Pembina field, Alberta","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Microseism; Reliability (semiconductor); Field (mathematics); Geology; Computer science; Seismology; Power (physics); Physics","score_opus":0.01134216471960157,"score_gpt":0.22388577414616095,"score_spread":0.2125436094265594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749335532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525679,0.00001640324,0.0022535252,0.005755903,0.00014920563,0.00013888003,0.0000027286242,0.000024276358,0.039091196],"genre_scores_gemma":[0.99356866,0.000013274143,0.0022662764,0.0032000637,0.000009712821,7.26704e-7,0.0000040514637,0.0000011938209,0.0009360135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935424,0.00006944643,0.00015825417,0.00016110994,0.000111803325,0.00014515602],"domain_scores_gemma":[0.99902016,0.00025058156,0.0000959841,0.0005892582,0.00002096436,0.000023066326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005881636,0.00007108087,0.00010884839,0.000034714023,0.00017713409,0.00006157593,0.0006546604,0.000051135652,0.00086210296],"category_scores_gemma":[0.00028164484,0.00004350797,0.000048680886,0.000036621284,0.0000867635,0.00014715316,0.000027049568,0.00013254317,0.000037545848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012303983,0.000095384385,0.75920117,0.000055097204,0.000008305318,0.0000069811244,0.0024576634,0.00015275004,0.0010677389,0.00081278256,0.030283216,0.20573588],"study_design_scores_gemma":[0.00088540005,0.00059862476,0.6110607,0.0000878143,0.000021436299,0.000027219223,0.0025073292,0.11571984,0.092066415,0.14923814,0.027288254,0.00049883843],"about_ca_topic_score_codex":0.206606,"about_ca_topic_score_gemma":0.0019524478,"teacher_disagreement_score":0.20523705,"about_ca_system_score_codex":0.0000016571454,"about_ca_system_score_gemma":0.000018919776,"threshold_uncertainty_score":0.9439423},"labels":[],"label_agreement":null},{"id":"W2749337930","doi":"10.1190/segam2017-17666908.1","title":"The importance of omnidirectional sampling for geologic interpretation of seismic data, Flemish Pass area, offshore Newfoundland","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flemish; Submarine pipeline; Geology; Omnidirectional antenna; Sampling (signal processing); Interpretation (philosophy); Seismology; Computer science; Geotechnical engineering; Telecommunications; Geography; Archaeology","score_opus":0.052154536413044114,"score_gpt":0.2924937564632383,"score_spread":0.24033922005019415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749337930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8314996,0.00083957496,0.13387108,0.003408365,0.0010821492,0.00053775776,0.000625743,0.000115601855,0.028020164],"genre_scores_gemma":[0.9943724,0.00009092332,0.004504211,0.00028063174,0.00003871181,0.0000012182525,0.0002128493,0.0000015728477,0.0004974743],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993604,0.000016451464,0.00021800237,0.00016601475,0.000120152756,0.000118970114],"domain_scores_gemma":[0.99879575,0.00033202412,0.00028331927,0.00048148155,0.000083625375,0.000023780553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005374694,0.00006562119,0.00011942471,0.000025251633,0.0003315966,0.000047690868,0.0005710673,0.000029898138,0.00014974532],"category_scores_gemma":[0.0002787753,0.000041267653,0.00004066601,0.000024585197,0.00019770567,0.00025631188,0.000032585147,0.000054257333,0.0000020012185],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000704692,0.0000056452573,0.8543068,0.00001703224,0.00001885891,1.6351282e-7,0.00003700226,0.00032915335,0.00002946047,0.000080036385,0.011821019,0.13328433],"study_design_scores_gemma":[0.00015157604,0.00006790872,0.22743377,0.000031250667,0.000015495087,0.0000047378176,0.00015422882,0.74391174,0.00061436195,0.008219785,0.019314552,0.00008060689],"about_ca_topic_score_codex":0.00573117,"about_ca_topic_score_gemma":0.0020399035,"teacher_disagreement_score":0.74358255,"about_ca_system_score_codex":0.0000029864773,"about_ca_system_score_gemma":0.000040824063,"threshold_uncertainty_score":0.8663853},"labels":[],"label_agreement":null},{"id":"W2749403823","doi":"10.1190/segam2017-17787749.1","title":"High-resolution fast microseismic source collocation and source time-function estimation","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microseism; Computer science; Collocation (remote sensing); Function (biology); Algorithm; Geology; Machine learning; Seismology","score_opus":0.007848370904680749,"score_gpt":0.20006850058941783,"score_spread":0.1922201296847371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749403823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61852175,0.00015350536,0.3720617,0.0023774072,0.00034352552,0.00024050506,0.000013237437,0.0004166133,0.005871753],"genre_scores_gemma":[0.98381495,0.000022716571,0.005827753,0.0009241349,0.00006864386,0.0000010921389,0.00012314646,0.0000039476204,0.009213629],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930835,0.000034184133,0.00013490743,0.00022304406,0.00013891251,0.00016058417],"domain_scores_gemma":[0.9994699,0.000033801854,0.00013667636,0.0002556155,0.000040351148,0.00006368536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025292786,0.00010453141,0.00009995049,0.00007695715,0.0008496289,0.00027152358,0.00014079368,0.000070864975,0.0004941053],"category_scores_gemma":[0.00005632613,0.000092332826,0.00002327743,0.000041361443,0.00014193206,0.00055216113,0.000017300237,0.000080680526,0.00049379107],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005137684,0.000011331987,0.018059328,0.000014163876,0.00001031451,4.3430396e-7,0.00013300187,0.0043495,0.0010337137,0.000063859894,0.031868886,0.94440407],"study_design_scores_gemma":[0.00025370106,0.00009398701,0.081522696,0.000020973088,0.000019048997,0.000010657341,0.000057574773,0.8850457,0.0029453628,0.0008775774,0.02899987,0.00015282999],"about_ca_topic_score_codex":0.014283249,"about_ca_topic_score_gemma":0.000046243276,"teacher_disagreement_score":0.94425124,"about_ca_system_score_codex":0.000007721333,"about_ca_system_score_gemma":0.0000186087,"threshold_uncertainty_score":0.9922807},"labels":[],"label_agreement":null},{"id":"W2749481580","doi":"10.1190/segam2017-17752011.1","title":"Time-lapse acoustic impedance variations after CO<sub>2</sub> injection in Weyburn field","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Acoustic impedance; Geology; Amplitude; Inversion (geology); Computer science; Electrical impedance; Seismology; Electrical engineering; Engineering; Physics; Optics","score_opus":0.008366433852514505,"score_gpt":0.22522345123643683,"score_spread":0.21685701738392232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749481580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96029186,0.00005456661,0.004173085,0.0014285679,0.00037007697,0.00014661568,0.000019981748,0.00015561559,0.033359636],"genre_scores_gemma":[0.9966036,0.000047282207,0.0004430036,0.0018921207,0.00007537914,0.0000029916303,0.000016217924,0.0000024913115,0.0009169089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993357,0.00003202517,0.00013715256,0.00018531232,0.00012083952,0.00018896797],"domain_scores_gemma":[0.9994772,0.00009068763,0.0000667781,0.00029015107,0.000023771538,0.000051427753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022248366,0.000088275876,0.000097012984,0.00009705546,0.00023325709,0.0001161933,0.00018906678,0.00007238393,0.0015331983],"category_scores_gemma":[0.0001305773,0.000076408825,0.0000310341,0.00005826211,0.000059455222,0.00043924619,0.000012491316,0.00014407001,0.00072471844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017152213,0.00007050357,0.4579946,0.00003634909,0.000022809007,0.00006108895,0.0006382306,0.0010563544,0.008544785,0.000038042395,0.14952376,0.38184196],"study_design_scores_gemma":[0.0006233878,0.0003654828,0.46771652,0.00010201679,0.000027040674,0.000042164495,0.00014975671,0.44006473,0.081292525,0.0030352708,0.006017353,0.00056375714],"about_ca_topic_score_codex":0.004070104,"about_ca_topic_score_gemma":0.00071604515,"teacher_disagreement_score":0.43900838,"about_ca_system_score_codex":0.0000062616473,"about_ca_system_score_gemma":0.00003283709,"threshold_uncertainty_score":0.9993795},"labels":[],"label_agreement":null},{"id":"W2749529712","doi":"10.1190/segam2017-17787764.1","title":"Time-lapse rock-physics inversion of thermal heavy oil production","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Petrophysics; Inversion (geology); Amplitude; Amplitude versus offset; Geology; Seismic inversion; Thermal; Offset (computer science); Oil production; Petroleum engineering; Geophysics; Seismology; Computer science; Geotechnical engineering; Physics; Meteorology; Optics","score_opus":0.016608369691990803,"score_gpt":0.21681608726363188,"score_spread":0.20020771757164108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749529712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89820015,0.000054761516,0.0001283904,0.0022814309,0.00043632847,0.000052324696,0.000009263272,0.00013784999,0.09869952],"genre_scores_gemma":[0.98926276,0.000038881073,0.0007566915,0.0003520953,0.000127494,1.8948131e-7,0.000019119974,0.0000020052205,0.009440742],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945116,0.000023125536,0.00009917058,0.00015183048,0.00015375731,0.000120932295],"domain_scores_gemma":[0.99945223,0.0000131026845,0.00010777167,0.00034164713,0.00004369747,0.000041542116],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016242295,0.00007111291,0.00009671937,0.00002810724,0.00027539203,0.00003238174,0.00023250461,0.000035942237,0.0013960958],"category_scores_gemma":[0.000042928223,0.000054162516,0.000041193507,0.00003441159,0.00009872412,0.00040927238,0.000018232247,0.000067749184,0.0004411144],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008342724,0.00004000552,0.046804808,0.00003880842,0.000015312407,0.00000241642,0.00023033084,0.00065395056,0.00443729,0.000025098147,0.13294452,0.814724],"study_design_scores_gemma":[0.00042780713,0.00027427738,0.025026562,0.000105174135,0.000030594776,0.000009422228,0.00020708132,0.25929397,0.68364096,0.0014268078,0.029150523,0.00040683002],"about_ca_topic_score_codex":0.003911548,"about_ca_topic_score_gemma":0.000014621816,"teacher_disagreement_score":0.8143172,"about_ca_system_score_codex":0.000002129361,"about_ca_system_score_gemma":0.000021890122,"threshold_uncertainty_score":0.9995168},"labels":[],"label_agreement":null},{"id":"W2750001820","doi":"10.1190/segam2017-17559599.1","title":"Characterizing intrinsic and stratigraphic Q in VSP data with information measures","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Geology; Data science","score_opus":0.03231728814450153,"score_gpt":0.22843866811362484,"score_spread":0.19612137996912332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750001820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700767,0.000061551254,0.00031084204,0.0018348182,0.000057190577,0.00010346982,0.000027892751,0.00006624775,0.02746132],"genre_scores_gemma":[0.9977987,0.00010667369,0.0012079213,0.00077862036,0.000011120417,1.9228801e-7,0.000079110425,5.0172014e-7,0.000017150724],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996419,0.000010964109,0.00008017157,0.00008772826,0.000092520524,0.0000867466],"domain_scores_gemma":[0.99956656,0.000011869315,0.00005638396,0.00032359324,0.000011920931,0.000029677178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002383825,0.000048584432,0.000058122914,0.00007538296,0.0001452892,0.00024174893,0.00024795262,0.000019460189,0.00006786725],"category_scores_gemma":[0.000031902407,0.00003294099,0.00000330773,0.000029426463,0.00007142904,0.002369374,0.000018856352,0.00006610544,0.000011747355],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010641486,0.0000011658099,0.49560928,0.0000052077025,0.0000017888658,0.0000013046459,0.00007976408,3.9255193e-7,0.000007411747,0.000031586515,0.00052035414,0.50373113],"study_design_scores_gemma":[0.00014274094,0.000035463843,0.98079944,0.000025899037,0.0000020769505,0.000007985313,0.00015118756,0.006824266,0.0002910744,0.0001307137,0.011518019,0.000071127266],"about_ca_topic_score_codex":0.011023967,"about_ca_topic_score_gemma":0.0015333184,"teacher_disagreement_score":0.50365996,"about_ca_system_score_codex":5.65977e-7,"about_ca_system_score_gemma":0.000016681399,"threshold_uncertainty_score":0.9955617},"labels":[],"label_agreement":null},{"id":"W2750423564","doi":"10.1190/geo2017-0056.1","title":"The reliability of microseismic moment-tensor solutions: Surface versus borehole monitoring","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Borehole; Amplitude; Geology; Tensor (intrinsic definition); Microseism; Moment (physics); Geometry; Geophysics; Seismology; Mathematics; Physics; Optics; Geotechnical engineering; Classical mechanics","score_opus":0.031510367852773696,"score_gpt":0.25387297622774435,"score_spread":0.22236260837497066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750423564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398685,0.00034690546,0.0000744956,0.0009211077,0.0011592944,0.00009619311,0.000045062345,0.00005304008,0.0033170537],"genre_scores_gemma":[0.99813545,0.00026107722,0.00092077465,0.00003720105,0.000107215106,5.7447147e-7,0.000008181788,0.0000026008347,0.00052689837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999238,0.000032078362,0.00014318865,0.00015965552,0.00017456674,0.00025246694],"domain_scores_gemma":[0.9989299,0.00014770012,0.00015516648,0.0006483076,0.00007689734,0.00004202506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031263713,0.000087255634,0.000105782696,0.000009743406,0.001094978,0.00009909281,0.00047093388,0.000034302044,0.000020755057],"category_scores_gemma":[0.00008073924,0.00006291473,0.0000674296,0.00004408106,0.00033614857,0.00021856965,0.00004247268,0.000121616744,0.00006834748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004726344,0.00010747103,0.626149,0.000068714624,0.0000889456,0.000006126714,0.0007034052,0.0028518164,0.0036418624,0.0006168302,0.029604102,0.33568913],"study_design_scores_gemma":[0.0012965845,0.00036985258,0.7585339,0.00010071074,0.00006448218,0.0000023639384,0.0009537277,0.032709673,0.060621873,0.019639345,0.12516138,0.0005461263],"about_ca_topic_score_codex":0.008305863,"about_ca_topic_score_gemma":0.000009644493,"teacher_disagreement_score":0.335143,"about_ca_system_score_codex":0.000007433759,"about_ca_system_score_gemma":0.000036718753,"threshold_uncertainty_score":0.9982979},"labels":[],"label_agreement":null},{"id":"W2750481671","doi":"10.1190/segam2017-17665308.1","title":"Multicomponent inverse scattering series internal multiple prediction in the τ-p domain","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multiple; Scattering; Inverse scattering problem; Algorithm; Series (stratigraphy); Attenuation; Inverse; Amplitude; P wave; Computer science; Reflection (computer programming); Plane wave; Plane (geometry); Inverse problem; Total internal reflection; Geology; Optics; Mathematical analysis; Mathematics; Physics; Geometry; Arithmetic","score_opus":0.020590223035123558,"score_gpt":0.22294461769305515,"score_spread":0.2023543946579316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750481671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781133,0.000011830431,0.0005103532,0.0044255946,0.00033195846,0.00010883002,0.000013047321,0.000071861585,0.016413234],"genre_scores_gemma":[0.9954849,0.000014019005,0.0028210178,0.0011946824,0.000059667193,0.000001434452,0.000013350901,0.0000013768763,0.00040954587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994398,0.000047868536,0.00011448395,0.00012682618,0.000129381,0.00014163811],"domain_scores_gemma":[0.99960494,0.00003849031,0.00005137339,0.00026825187,0.00000839154,0.000028572875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035469147,0.00006888769,0.00006333053,0.000049644797,0.00030687315,0.00016456233,0.00039164195,0.000025519506,0.00042161666],"category_scores_gemma":[0.000038769325,0.000042737112,0.000027948725,0.000021132882,0.00013477956,0.000462013,0.000022066253,0.000111973895,0.00012676408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028591301,0.000010256871,0.9715765,0.0000050086005,0.0000031184873,0.000012948304,0.00068700104,0.000056991852,0.00028180008,0.000021301405,0.0089169275,0.018399522],"study_design_scores_gemma":[0.0003352382,0.000050360377,0.880649,0.00003514885,0.0000024071092,0.000037783153,0.0015224615,0.08059997,0.001681508,0.0007795318,0.034213338,0.00009330618],"about_ca_topic_score_codex":0.02278053,"about_ca_topic_score_gemma":0.0020945212,"teacher_disagreement_score":0.090927586,"about_ca_system_score_codex":0.000004184932,"about_ca_system_score_gemma":0.0000064663213,"threshold_uncertainty_score":0.98372686},"labels":[],"label_agreement":null},{"id":"W2751020526","doi":"10.1190/segam2017-w16-04.1","title":"Tuned Pulse Source -- a new low frequency seismic source","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Pulse (music); Computer science; Geology; Acoustics; Physics; Telecommunications","score_opus":0.015086396208485047,"score_gpt":0.22092960975012832,"score_spread":0.20584321354164328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751020526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46499535,0.00086254603,0.118015364,0.014382961,0.0010620966,0.00043521525,0.000025789177,0.0015826563,0.398638],"genre_scores_gemma":[0.9373805,0.00006237017,0.004700282,0.0063259406,0.00020527969,4.426468e-7,0.00002269584,0.000006283236,0.051296197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989121,0.000033330827,0.00017046562,0.0003042373,0.00022189724,0.0003579567],"domain_scores_gemma":[0.99891895,0.00004425799,0.00011897258,0.00065996055,0.000027112486,0.00023072166],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022186548,0.00015995753,0.00016117164,0.00007538486,0.0006189483,0.00031348199,0.00070932455,0.00008215679,0.007663721],"category_scores_gemma":[0.00010827762,0.0001275885,0.00008410149,0.000052241197,0.0001463407,0.00047651335,0.000030280871,0.00017300143,0.0018304302],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001272199,0.000009986869,0.08456811,0.000011293746,0.000010653291,0.00001654124,0.00017866945,0.000097570985,0.000095329066,0.000033321925,0.13559534,0.7793704],"study_design_scores_gemma":[0.00094285846,0.00022507786,0.092462115,0.00010516768,0.000035260633,0.0001249106,0.00030731078,0.309511,0.012498484,0.007824947,0.5750577,0.00090518664],"about_ca_topic_score_codex":0.11995103,"about_ca_topic_score_gemma":0.0002988913,"teacher_disagreement_score":0.7784653,"about_ca_system_score_codex":0.00000464556,"about_ca_system_score_gemma":0.00008428266,"threshold_uncertainty_score":0.9989468},"labels":[],"label_agreement":null},{"id":"W2752518480","doi":"10.3997/2214-4609.201701958","title":"Baseline Microseismic Monitoring for CO2 Injection Sites","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Baseline (sea); Induced seismicity; QUIET; Geology; Seismology; Magnitude (astronomy); Perforation; Geodesy; Environmental science; Engineering; Physics","score_opus":0.033216877591204286,"score_gpt":0.2704070453803909,"score_spread":0.2371901677891866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752518480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702387,0.00020402233,0.01305451,0.0020437916,0.0011715787,0.00022956068,0.000051808056,0.000321398,0.012684661],"genre_scores_gemma":[0.9871472,0.000033419576,0.008904501,0.0006649868,0.00025772263,0.0000011994875,0.000035236822,0.0000023286386,0.002953421],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99954623,0.000007871212,0.00008779934,0.00014431094,0.00006604478,0.0001477351],"domain_scores_gemma":[0.99957114,0.000063897714,0.000059874284,0.00021101449,0.000038312,0.000055750606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027161476,0.00006662852,0.00007145058,0.000041930154,0.00062616414,0.00013759689,0.00018905937,0.000035294597,0.00043907456],"category_scores_gemma":[0.00014239493,0.000054191984,0.000040556624,0.000017739087,0.00006498776,0.00027752866,0.000007999067,0.000050318933,0.000087897664],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033028577,0.000008502276,0.67611176,0.000016518848,0.0000083004115,0.0000012771662,0.00006960196,0.00009020065,0.0023246135,0.000019935564,0.07666295,0.24465331],"study_design_scores_gemma":[0.00070125377,0.00033017038,0.15709732,0.000057228448,0.000025575378,0.00002627643,0.000540343,0.26075926,0.3511161,0.0031996942,0.22568314,0.0004636334],"about_ca_topic_score_codex":0.0056588915,"about_ca_topic_score_gemma":0.00003489614,"teacher_disagreement_score":0.5190144,"about_ca_system_score_codex":0.0000026063594,"about_ca_system_score_gemma":0.000015413027,"threshold_uncertainty_score":0.8554589},"labels":[],"label_agreement":null},{"id":"W2753272157","doi":"10.1016/j.jconhyd.2017.08.011","title":"Monitoring the evolution and migration of a methane gas plume in an unconfined sandy aquifer using time-lapse GPR and ERT","year":2017,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Aquifer; Plume; Geology; Groundwater; Ground-penetrating radar; Electrical resistivity tomography; Groundwater flow; Methane; Artesian aquifer; Vadose zone; Bed; Water well; Soil gas; Permeability (electromagnetism); Hydrology (agriculture); Geomorphology; Soil science; Geotechnical engineering; Electrical resistivity and conductivity; Radar; Soil water; Meteorology","score_opus":0.01811678013904378,"score_gpt":0.25676550700627754,"score_spread":0.23864872686723376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753272157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977772,0.00092521653,0.00021496532,0.00078676356,0.00015669316,0.000056147688,0.0000018501072,0.0000030281624,0.000078119],"genre_scores_gemma":[0.99917656,0.00020416827,0.00045122622,0.00006330391,0.0000787295,1.2113813e-7,7.270305e-7,0.0000015910762,0.000023564593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993151,0.00013577307,0.00025139438,0.00008235592,0.00009982994,0.00011558636],"domain_scores_gemma":[0.99931973,0.000090092704,0.00037786269,0.00011234835,0.00005639113,0.000043585653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000843457,0.000068040776,0.00020779294,0.00012414588,0.00010458876,0.000030845436,0.00013200098,0.00006019778,0.000021787402],"category_scores_gemma":[0.00008505907,0.000043992382,0.000022914419,0.000029961093,0.00017197251,0.00036038295,0.000011736188,0.00013650687,5.585558e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002344292,0.000013111487,0.94058913,0.000008210321,0.000014586331,0.00002628653,0.00057364313,0.00006770312,0.027860524,0.0000092770115,0.00003799384,0.030565111],"study_design_scores_gemma":[0.00088789663,0.0009172494,0.827416,0.00011155982,0.000055805987,0.0004736217,0.00036113904,0.16115116,0.007099162,0.0009714984,0.0004597061,0.00009517825],"about_ca_topic_score_codex":0.007798405,"about_ca_topic_score_gemma":0.0005168258,"teacher_disagreement_score":0.16108346,"about_ca_system_score_codex":0.000007465108,"about_ca_system_score_gemma":0.00004457873,"threshold_uncertainty_score":0.99880874},"labels":[],"label_agreement":null},{"id":"W2753626361","doi":"","title":"Anti-plane scattering of interfacial point source load and semi-circular cylinder in an elastic quarter space","year":2015,"lang":"en","type":"article","venue":"Harbin Gongye Daxue Xuebao","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cylinder; Quarter (Canadian coin); Scattering; Plane (geometry); Point (geometry); Space (punctuation); Physics; Point source; Optics; Surface (topology); Half-space; Geometry; Mechanics; Mathematics; Computer science; Geography","score_opus":0.017048097503400226,"score_gpt":0.22026472841589176,"score_spread":0.20321663091249154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753626361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542606,0.0003096771,0.0018046309,0.00043795473,0.00022489227,0.00012448468,0.000029692374,0.00007962166,0.0015629855],"genre_scores_gemma":[0.9986885,0.000013992162,0.00064202,0.00044751013,0.00006478389,9.593961e-7,0.000045560115,0.000007378942,0.00008925541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987154,0.000101633545,0.00027787627,0.00032969282,0.00026802233,0.0003073694],"domain_scores_gemma":[0.9993694,0.000050316088,0.000094269446,0.00024633622,0.000057176396,0.00018250536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005231289,0.00017449023,0.00027777618,0.00017172616,0.000047806916,0.00007329232,0.00020413214,0.000092834096,0.00022586068],"category_scores_gemma":[0.000057387195,0.00015958825,0.000033231685,0.00016157365,0.00016880628,0.00040527844,0.00002799575,0.00021656131,0.0000876347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019326447,0.00010747452,0.9568381,0.00014969734,0.000030755542,0.00008659447,0.0071523106,0.0024993306,0.00751701,0.000023810062,0.009738845,0.015662808],"study_design_scores_gemma":[0.0051993993,0.0019142899,0.4597785,0.0009842764,0.000115203,0.00050394086,0.011424971,0.3909867,0.07015423,0.001907506,0.054848347,0.0021826592],"about_ca_topic_score_codex":0.0076014693,"about_ca_topic_score_gemma":0.00022572304,"teacher_disagreement_score":0.4970596,"about_ca_system_score_codex":0.000017547907,"about_ca_system_score_gemma":0.000070650305,"threshold_uncertainty_score":0.999007},"labels":[],"label_agreement":null},{"id":"W2753733009","doi":"10.14288/1.0355227","title":"Simultaneous-source seismic data acquisition and processing with compressive sensing","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Data acquisition; Geology; Compressed sensing; Computer science; Remote sensing; Seismology; Artificial intelligence","score_opus":0.012201870701718411,"score_gpt":0.1869981707703089,"score_spread":0.17479630006859048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753733009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903953,0.00018489988,0.0073524383,0.00024803364,0.000033532076,0.00010190597,0.00019415465,0.000085124935,0.0014046158],"genre_scores_gemma":[0.9959367,0.00006800238,0.003405701,0.00017145445,0.00002153628,6.0780376e-9,0.000098171644,0.0000036592105,0.00029478103],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992502,0.00002933854,0.000059302554,0.00033819253,0.00016380305,0.00015918167],"domain_scores_gemma":[0.9991829,0.00004660991,0.00017753696,0.00042727994,0.00008677668,0.00007890288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305902,0.000038752332,0.00015029448,0.000024073015,0.0009475773,0.00036148063,0.0004476867,0.00005046638,0.00005228278],"category_scores_gemma":[0.000024700945,0.00010235328,0.000015563632,0.00004476364,0.00071856665,0.0008520073,0.0001043818,0.000098486635,0.0000063771213],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013096848,0.0000061543915,0.032096714,0.00003670391,0.0000088132,0.00013946733,0.000099341494,0.00011293282,0.000012980602,1.5535193e-8,0.0013464676,0.96612734],"study_design_scores_gemma":[0.00035509173,0.00005182615,0.57890576,0.0002770125,0.00002789344,0.00020535171,0.0012198822,0.4174646,0.0000022681347,0.00005437419,0.0013015206,0.00013442842],"about_ca_topic_score_codex":0.39708227,"about_ca_topic_score_gemma":0.07409771,"teacher_disagreement_score":0.96599287,"about_ca_system_score_codex":0.000004365229,"about_ca_system_score_gemma":0.00003910888,"threshold_uncertainty_score":0.9427976},"labels":[],"label_agreement":null},{"id":"W2753787117","doi":"10.1190/tle36090750.1","title":"Virtual time-lapse seismic monitoring using fully coupled flow and geomechanical simulations","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"U.S. Department of Energy","keywords":"Geology; Petrophysics; Petroleum engineering; Reservoir simulation; Turbidite; Petrology; Fluid dynamics; Permeability (electromagnetism); Geomechanics; Oil shale; Geotechnical engineering; Geomorphology; Porosity; Mechanics; Sediment","score_opus":0.034745715877010114,"score_gpt":0.26910510546876343,"score_spread":0.23435938959175331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753787117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916613,0.00010626847,0.0057946327,0.00079938315,0.0005482138,0.00010028518,0.000016708644,0.0001239032,0.00084926875],"genre_scores_gemma":[0.99700934,0.000018095545,0.0012394903,0.0002870522,0.00030651927,2.698414e-7,0.000007706,0.000005324785,0.0011262192],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930984,0.00004115181,0.00011677044,0.0001762645,0.00013383607,0.00022211972],"domain_scores_gemma":[0.9993268,0.00016664431,0.000080089994,0.00033372702,0.000024562481,0.00006815232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033939912,0.00010485904,0.00012770286,0.00004827749,0.0011659937,0.00023683996,0.00031632037,0.00005431165,0.00015215963],"category_scores_gemma":[0.00011328765,0.0000768905,0.000032541415,0.00004225058,0.00015027288,0.00028795042,0.00004196523,0.0001757962,0.00022200846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019055672,0.00005864119,0.17098059,0.000050421062,0.0001557498,0.000059986996,0.0033557091,0.13907842,0.030571172,0.00016412056,0.01514603,0.64018863],"study_design_scores_gemma":[0.0001353262,0.00003543823,0.0033715696,0.000039088718,0.000019354113,0.000016814402,0.000048214737,0.9918788,0.0015324114,0.00058753474,0.0022213866,0.00011406448],"about_ca_topic_score_codex":0.00092660816,"about_ca_topic_score_gemma":0.000006076025,"teacher_disagreement_score":0.85280037,"about_ca_system_score_codex":0.000007684442,"about_ca_system_score_gemma":0.000022676591,"threshold_uncertainty_score":0.8967999},"labels":[],"label_agreement":null},{"id":"W2754269969","doi":"10.1016/j.marpetgeo.2017.09.023","title":"Upscaling permeability for reservoir-scale modeling in bioturbated, heterogeneous tight siliciclastic reservoirs: Lower Cretaceous Viking Formation, Provost Field, Alberta, Canada","year":2017,"lang":"en","type":"article","venue":"Marine and Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Héma-Québec","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Permeability (electromagnetism); Hydrogeology; Siliciclastic; Petrology; Cretaceous; Reservoir simulation; Diagenesis; Geotechnical engineering; Petroleum reservoir; Relative permeability; Geomorphology; Mineralogy; Petroleum engineering; Sedimentary depositional environment; Paleontology; Porosity; Chemistry","score_opus":0.014011660410583986,"score_gpt":0.21688378860438776,"score_spread":0.20287212819380376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754269969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99135554,0.00015164624,0.0011123832,0.0046826596,0.00026000803,0.00019012403,0.000015620742,0.000029098326,0.0022029423],"genre_scores_gemma":[0.99777246,0.000043794407,0.0006372166,0.0009956287,0.000080138634,0.000008573861,0.00007628028,0.0000050823446,0.00038083526],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870753,0.000064615706,0.00032100594,0.00035487986,0.00012247052,0.00042950953],"domain_scores_gemma":[0.99903685,0.00027864228,0.0001145158,0.00039995508,0.000071896364,0.00009816785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032893757,0.00016643187,0.00025594115,0.00009030273,0.0004936083,0.000100241035,0.00032573234,0.00012316632,0.00023324901],"category_scores_gemma":[0.00031975558,0.00014632654,0.00004557562,0.000036508205,0.00008516514,0.00023359565,0.00012777404,0.00022043269,0.0000030006609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031020876,0.000020433317,0.9516439,0.0001009185,0.000012811523,0.00002773466,0.00017335049,0.033786405,0.000017542092,0.0000057697503,0.00072958606,0.01317134],"study_design_scores_gemma":[0.00040154284,0.00022368573,0.00922418,0.000024471663,0.000010507095,0.00004598599,0.00007301068,0.979994,0.00046481472,0.0011795671,0.00817143,0.00018683088],"about_ca_topic_score_codex":0.89325017,"about_ca_topic_score_gemma":0.92408913,"teacher_disagreement_score":0.9462076,"about_ca_system_score_codex":0.000021307687,"about_ca_system_score_gemma":0.00010435166,"threshold_uncertainty_score":0.59670234},"labels":[],"label_agreement":null},{"id":"W2755929137","doi":"10.1190/geo2017-0105.1","title":"Multicomponent seismic data registration by nonlinear optimization","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Monotonic function; Image warping; Smoothing; Inversion (geology); Computer science; Algorithm; Nonlinear system; Maxima and minima; Optimization problem; Applied mathematics; Mathematical optimization; Mathematics; Mathematical analysis; Geology; Artificial intelligence; Seismology; Physics; Computer vision","score_opus":0.03186829867706656,"score_gpt":0.25222640454533585,"score_spread":0.2203581058682693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755929137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55921835,0.00050441624,0.37352523,0.013726218,0.002734389,0.00088485633,0.003060148,0.000990706,0.045355666],"genre_scores_gemma":[0.9665271,0.00011717992,0.027097356,0.001063449,0.00021029421,4.193907e-7,0.0042063347,0.0000045550155,0.0007732971],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993618,0.000018490375,0.00010675661,0.00022642595,0.00015345778,0.00013306236],"domain_scores_gemma":[0.99887806,0.00001835959,0.0001373507,0.0008933372,0.000027777394,0.00004508863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001324978,0.00007970768,0.00007864131,0.000014878449,0.00040008873,0.00017744715,0.0006116688,0.00003508388,0.000105832965],"category_scores_gemma":[0.000037724232,0.00007275371,0.000017580567,0.000023305465,0.00007930857,0.0006579918,0.000040381336,0.0000806704,0.00014495189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043409953,0.00010068276,0.023534361,0.000034380242,0.00003164816,0.000010056966,0.00013491228,0.030178014,0.00041984554,0.000040620816,0.31533882,0.6301333],"study_design_scores_gemma":[0.00011516278,0.000017328937,0.0031378071,0.000008866317,0.000007698682,0.000001386493,0.0000150684955,0.95679903,0.00054598745,0.00021189918,0.03904157,0.00009819562],"about_ca_topic_score_codex":0.008004326,"about_ca_topic_score_gemma":0.000014751105,"teacher_disagreement_score":0.926621,"about_ca_system_score_codex":0.0000026108626,"about_ca_system_score_gemma":0.000022125858,"threshold_uncertainty_score":0.99860144},"labels":[],"label_agreement":null},{"id":"W2756027299","doi":"10.1190/geo2017-0167.1","title":"Preconditioned acoustic least-squares two-way wave-equation migration with exact adjoint operator","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Adjoint equation; Self-adjoint operator; Operator (biology); Mathematics; Simple (philosophy); Path (computing); Least-squares function approximation; Domain (mathematical analysis); Boundary (topology); Product (mathematics); Boundary value problem; Applied mathematics; Algebra over a field; Algorithm; Computer science; Mathematical analysis; Hilbert space; Pure mathematics; Partial differential equation; Geometry","score_opus":0.022623653565550763,"score_gpt":0.22231703064487424,"score_spread":0.19969337707932347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756027299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836041,0.000028409757,0.009727039,0.00072179915,0.00028099652,0.00022450738,0.00007862564,0.00015756491,0.005176959],"genre_scores_gemma":[0.99706584,0.00001733867,0.0014054821,0.0005023123,0.00021675225,0.0000040140176,0.0002935954,0.0000053700182,0.0004893014],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99919635,0.000037925856,0.00012710359,0.00022821731,0.00021809523,0.00019233208],"domain_scores_gemma":[0.99929315,0.000037718455,0.0001492841,0.00036659223,0.00008504319,0.000068191206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001283817,0.00013102748,0.00012666402,0.000042905474,0.00061991275,0.00026153095,0.00016910874,0.000037077407,0.00052771566],"category_scores_gemma":[0.000036434834,0.0001012083,0.000037684666,0.000049536433,0.000103944905,0.0008078758,0.000009964641,0.00011054279,0.00037800943],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035055794,0.00018750419,0.13746019,0.00014440026,0.00013809589,0.0000595008,0.0023390523,0.012662257,0.007342907,0.00083103334,0.031102212,0.8073823],"study_design_scores_gemma":[0.0010481124,0.00068420323,0.5446797,0.00015028467,0.00008199801,0.00002330079,0.00043868143,0.4204561,0.021429185,0.0065546585,0.003810296,0.00064345746],"about_ca_topic_score_codex":0.0058205095,"about_ca_topic_score_gemma":0.00044613527,"teacher_disagreement_score":0.80673885,"about_ca_system_score_codex":0.000007649056,"about_ca_system_score_gemma":0.00005255894,"threshold_uncertainty_score":0.87989086},"labels":[],"label_agreement":null},{"id":"W2756416322","doi":"10.1111/1365-2478.12567","title":"Joint PP‐ and PSV‐wave amplitudes versus offset and azimuth inversion for fracture compliances in horizontal transversely isotropic media","year":2017,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Transverse isotropy; Geology; Azimuth; Inversion (geology); Isotropy; Amplitude; Anisotropy; Geometry; Acoustics; Geodesy; Mechanics; Optics; Seismology; Mathematics; Physics","score_opus":0.0502690384920386,"score_gpt":0.2542094303602466,"score_spread":0.20394039186820803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756416322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99677294,0.00023459915,0.00031429078,0.0011791073,0.00031398726,0.00027253458,0.000043521733,0.000066482695,0.00080254517],"genre_scores_gemma":[0.99742913,0.000075366996,0.0020418258,0.00021123144,0.00019062022,0.0000025496122,0.00002991772,0.0000045545726,0.00001482602],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99904597,0.000020927602,0.00015305963,0.00035653418,0.00015114991,0.0002723527],"domain_scores_gemma":[0.99942636,0.00018176853,0.00011112789,0.0001607413,0.00002574617,0.00009427565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000155924,0.00015054867,0.0002369971,0.000042129108,0.00057991385,0.00017459063,0.00012026688,0.000069848444,0.00002894127],"category_scores_gemma":[0.00012639399,0.00012630422,0.000047576494,0.000041743948,0.0002357003,0.00039402745,0.000026800226,0.00022717618,0.0000076034007],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014137337,0.00013904019,0.47524428,0.0004085936,0.00008511497,0.00005731405,0.006566124,0.000036394737,0.0018293262,0.0019450885,0.005493525,0.50678146],"study_design_scores_gemma":[0.0030377433,0.0007474687,0.91534376,0.0001856895,0.00003836002,0.000009362544,0.0019334847,0.051250424,0.0028374966,0.020229893,0.003904045,0.00048227565],"about_ca_topic_score_codex":0.005106249,"about_ca_topic_score_gemma":0.00037354516,"teacher_disagreement_score":0.5062992,"about_ca_system_score_codex":0.000010226268,"about_ca_system_score_gemma":0.000015675436,"threshold_uncertainty_score":0.7719155},"labels":[],"label_agreement":null},{"id":"W2758876858","doi":"","title":"Deep seismic studies of conjugate profiles from the Nova Scotia – Moroccan and the Liguro-Provencal margin pairs","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Geology; Margin (machine learning); Nova (rocket); Seismology; Oceanography; Computer science; Engineering; Aeronautics","score_opus":0.016534858943147504,"score_gpt":0.22445660991269298,"score_spread":0.20792175096954546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758876858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859979,0.003950062,0.00039137056,0.004365367,0.00037250193,0.000277421,0.000020293963,0.00008328571,0.0045417873],"genre_scores_gemma":[0.99544376,0.00023914968,0.0012031439,0.0028554208,0.00015267081,0.0000014823856,0.000016385076,0.000005522877,0.00008245027],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986684,0.00034594207,0.00027765456,0.00024882425,0.0002180572,0.00024112547],"domain_scores_gemma":[0.99803346,0.0014105714,0.00019262698,0.0002568347,0.00006135623,0.00004517491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015398158,0.0001565272,0.00027045922,0.000031318184,0.00022489163,0.000055639808,0.0003312366,0.000046305777,0.00004239347],"category_scores_gemma":[0.00046150738,0.00007974527,0.00006127948,0.00007811867,0.0006724269,0.00009689748,0.000056544224,0.00017985405,0.000060268012],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013573527,0.000011681013,0.86550134,0.00007642081,0.00012809782,0.000002378117,0.003968359,0.00088633987,0.0002559195,0.00023262124,0.05101036,0.07779073],"study_design_scores_gemma":[0.0020822661,0.00028029553,0.11530204,0.0006249657,0.00019811375,0.000019366162,0.010368503,0.8273729,0.008364726,0.011187506,0.023569537,0.0006297575],"about_ca_topic_score_codex":0.078188226,"about_ca_topic_score_gemma":0.001927005,"teacher_disagreement_score":0.8264866,"about_ca_system_score_codex":0.000002984838,"about_ca_system_score_gemma":0.000016954877,"threshold_uncertainty_score":0.9279502},"labels":[],"label_agreement":null},{"id":"W2759093379","doi":"10.1190/tle36100852.1","title":"Azimuthal AVO inversion of an elliptic orthorhombic medium","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Amplitude versus offset; Isotropy; Azimuth; Geology; Amplitude; Inversion (geology); Mathematical analysis; Computational physics; Geophysics; Geometry; Physics; Seismology; Mathematics; Optics","score_opus":0.030766011449467896,"score_gpt":0.2606714893076601,"score_spread":0.2299054778581922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759093379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96786684,0.00011251819,0.00008694874,0.0013942004,0.00062674726,0.00007717087,0.000008850123,0.00008123862,0.029745515],"genre_scores_gemma":[0.9970519,0.000039252514,0.00030610175,0.00049110805,0.00014104592,2.4962813e-7,0.00001265786,0.0000033488436,0.0019543336],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993143,0.00006531381,0.000118082535,0.00014453601,0.00017459992,0.00018315467],"domain_scores_gemma":[0.9991667,0.00007455739,0.00013297556,0.00053286855,0.000026166594,0.00006672986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005295518,0.00008419581,0.00012521265,0.0000503839,0.00047906814,0.00006411821,0.00068177,0.000048313643,0.0004665465],"category_scores_gemma":[0.00008524061,0.000054814565,0.000045344277,0.00004331981,0.00030124286,0.00030941147,0.00002733006,0.00014894942,0.00041610308],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001243188,0.00005738228,0.36574426,0.000096080264,0.00004545056,0.000034132125,0.003110172,0.00019361461,0.0029844102,0.0005226465,0.100250416,0.5268371],"study_design_scores_gemma":[0.0011021717,0.0009018978,0.37224296,0.00032106685,0.00012984598,0.00009037843,0.0012839383,0.29574838,0.1452303,0.016152544,0.16589744,0.0008990787],"about_ca_topic_score_codex":0.0019101752,"about_ca_topic_score_gemma":0.000040500556,"teacher_disagreement_score":0.52593803,"about_ca_system_score_codex":0.0000032053883,"about_ca_system_score_gemma":0.000027468921,"threshold_uncertainty_score":0.5348302},"labels":[],"label_agreement":null},{"id":"W2760908924","doi":"10.1190/geo2016-0675.1","title":"Multiple level-set joint inversion of traveltime and gravity data with application to ore delineation: A synthetic study","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Geology; Piecewise; Seismic inversion; Geophysics; Computer science; Seismology; Algorithm; Mathematics; Geometry; Mathematical analysis","score_opus":0.05419252183695753,"score_gpt":0.26032698487801503,"score_spread":0.2061344630410575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760908924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846876,0.000009837893,0.014166468,0.00037499858,0.000030127045,0.00034904008,0.00024636282,0.000025322295,0.00011020725],"genre_scores_gemma":[0.9956749,0.0000054116626,0.0038915973,0.00014507896,0.000031701144,0.0000017007831,0.00019575821,0.000002586583,0.00005127115],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993531,0.00002390505,0.00010647396,0.000255682,0.00016704628,0.0000937726],"domain_scores_gemma":[0.9989812,0.00002472949,0.00010818471,0.0007718269,0.00005740231,0.0000566751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020393857,0.000080239144,0.00012104108,0.000032030497,0.00023014341,0.00004285797,0.00032419345,0.000020464275,0.0000097397915],"category_scores_gemma":[0.00004522902,0.000062653,0.00001027609,0.0000540939,0.00008023777,0.00018448647,0.00007040153,0.00005375431,0.000025161442],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101096986,0.000090395144,0.482099,0.00003111075,0.000022465205,0.0000022968318,0.0009357015,0.00013463032,0.00040748937,0.0000121648145,0.0023256892,0.513838],"study_design_scores_gemma":[0.000467949,0.00044438345,0.81550455,0.0000396876,0.00004133004,0.0000034158584,0.0006287496,0.17822973,0.0022231385,0.00042879657,0.0018068128,0.00018144178],"about_ca_topic_score_codex":0.012632065,"about_ca_topic_score_gemma":0.00041787385,"teacher_disagreement_score":0.5136565,"about_ca_system_score_codex":0.000001912454,"about_ca_system_score_gemma":0.000022160897,"threshold_uncertainty_score":0.9939429},"labels":[],"label_agreement":null},{"id":"W2762592445","doi":"10.1190/int-2017-1003-spseintro.1","title":"Introduction to special section: Time or depth imaging of land data?","year":2017,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trusted Positioning (Canada); Treasury Board of Canada Secretariat; ARC Resources (Canada)","funders":"","keywords":"Section (typography); Special section; Geology; Computer science; Physics; Engineering physics","score_opus":0.017176571079326484,"score_gpt":0.2632925510478435,"score_spread":0.246115979968517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762592445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7105886,0.00013494806,0.06692599,0.027872486,0.01887942,0.0008371551,0.00036599854,0.00049800274,0.17389742],"genre_scores_gemma":[0.99202883,0.0000056382296,0.0023563073,0.00036472522,0.0041186884,3.816168e-7,0.0001508866,0.0000022940812,0.00097225426],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947315,0.000024575826,0.00012455847,0.00018546637,0.000112407506,0.00007985357],"domain_scores_gemma":[0.9993984,0.0000253976,0.000103852646,0.00039457003,0.000045898567,0.00003184761],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022117919,0.000053992644,0.00007837062,0.00007298091,0.00013431365,0.000093289746,0.00029702936,0.000018234055,0.002164174],"category_scores_gemma":[0.00021605848,0.00004338579,0.000015359365,0.00004041506,0.00004571415,0.0006497342,0.000026481513,0.000052857995,0.0002660981],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023131642,0.0000068747263,0.0736206,0.000009714936,0.0000089056575,0.0000026704693,0.00037758207,0.00014788688,0.0002483044,0.000003330428,0.30306506,0.62227774],"study_design_scores_gemma":[0.00032365014,0.00023489218,0.24637221,0.00010407864,0.00003433591,0.000058058024,0.00017244935,0.44619256,0.008515156,0.00041228288,0.29731795,0.00026236539],"about_ca_topic_score_codex":0.001999444,"about_ca_topic_score_gemma":0.0003122827,"teacher_disagreement_score":0.6220154,"about_ca_system_score_codex":0.00000463059,"about_ca_system_score_gemma":0.000019435656,"threshold_uncertainty_score":0.998748},"labels":[],"label_agreement":null},{"id":"W2763912211","doi":"10.1002/2017jb014160","title":"Acoustic Reflectivity From Variously Oriented Orthorhombic Media: Analogies to Seismic Responses From a Fractured Anisotropic Crust","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Alberta","keywords":"Azimuth; Anisotropy; Tilt (camera); Geology; Reflection (computer programming); Angle of incidence (optics); Optics; Reflectivity; Plane (geometry); Orientation (vector space); Geometry; Seismology; Physics; Mathematics; Computer science","score_opus":0.05449601199509864,"score_gpt":0.3570830565410581,"score_spread":0.30258704454595947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763912211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99139,0.00019137003,0.0036791342,0.0029728247,0.00055552064,0.00017545598,0.00028271892,0.00005323882,0.0006997487],"genre_scores_gemma":[0.99463654,0.0001943491,0.0031996092,0.00069005764,0.00097457983,0.000001266592,0.000030096828,0.000011270921,0.00026222135],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960678,0.0006983655,0.00046567395,0.00043405063,0.001608169,0.00072594086],"domain_scores_gemma":[0.9951971,0.002403297,0.00038416192,0.00076949043,0.0006472316,0.00059869693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012053855,0.00024058027,0.00062282616,0.00040060296,0.0009901146,0.00050484954,0.0011541883,0.000155377,0.0006615154],"category_scores_gemma":[0.0063665034,0.00018106074,0.00020817274,0.0003332058,0.0005019837,0.0007606146,0.00015877817,0.0014510837,0.0003152555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014117539,0.0011499573,0.25796986,0.00006852177,0.0010606807,0.0048127393,0.008887802,0.0037664834,0.046941202,0.00010671035,0.10254784,0.5585707],"study_design_scores_gemma":[0.00067432504,0.0012481223,0.9481012,0.00016861314,0.000045166817,0.0000138313835,0.00038957907,0.016013518,0.006759675,0.01357882,0.012745983,0.00026115766],"about_ca_topic_score_codex":0.049926646,"about_ca_topic_score_gemma":0.001506978,"teacher_disagreement_score":0.69013137,"about_ca_system_score_codex":0.000033095956,"about_ca_system_score_gemma":0.00052671134,"threshold_uncertainty_score":0.9564},"labels":[],"label_agreement":null},{"id":"W2765690763","doi":"10.1190/geo2017-0321.1","title":"Assessing uncertainties in velocity models and images with a fast nonlinear uncertainty quantification method","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Uncertainty quantification; Bayesian probability; Bayesian inference; Geophysical imaging; Algorithm; Nonlinear system; Computer science; Inversion (geology); Inverse problem; Inference; Image (mathematics); Geology; Mathematics; Artificial intelligence; Seismology; Physics; Machine learning","score_opus":0.04014266133015374,"score_gpt":0.2966454224078366,"score_spread":0.25650276107768283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765690763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9304666,0.00007866969,0.06315959,0.0009544206,0.00009261141,0.00014654202,0.00003905273,0.00008868138,0.004973831],"genre_scores_gemma":[0.9458554,0.0000473352,0.05372727,0.00019480854,0.00004044219,0.0000011789518,0.000041014933,0.000003348406,0.00008920932],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926794,0.000054111762,0.00011078045,0.0002432074,0.00014439787,0.00017957744],"domain_scores_gemma":[0.999424,0.00006995258,0.00012284693,0.0002869868,0.00005533833,0.000040875435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032264783,0.000109137596,0.00014892485,0.000048312286,0.0003732081,0.00039951623,0.0001884515,0.000033773013,0.000010188598],"category_scores_gemma":[0.000026424977,0.00008480589,0.000019264644,0.000065610875,0.00018833022,0.0010753735,0.000019190624,0.00013838158,0.000007142167],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044325006,0.000024443469,0.043238223,0.00004225781,0.000012852648,0.000009051003,0.0006664565,0.013502931,0.00016633268,0.00033533838,0.00028530534,0.9416725],"study_design_scores_gemma":[0.00017369012,0.00003607504,0.14218965,0.000054534547,0.000009225335,0.000003838227,0.00062899245,0.84338254,0.0010475288,0.012027155,0.0002876387,0.00015914632],"about_ca_topic_score_codex":0.027780736,"about_ca_topic_score_gemma":0.00020537747,"teacher_disagreement_score":0.94151336,"about_ca_system_score_codex":0.000005475471,"about_ca_system_score_gemma":0.00005082279,"threshold_uncertainty_score":0.97869337},"labels":[],"label_agreement":null},{"id":"W2766070882","doi":"10.1190/geo2017-0075.1","title":"Estimation of modified fluid factor and dry fracture weaknesses using azimuthal elastic impedance","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Azimuth; Geology; Acoustic impedance; Fracture (geology); Porosity; Electrical impedance; Mechanics; Monte Carlo method; Geotechnical engineering; Geometry; Mathematics; Physics; Statistics","score_opus":0.021009458665960146,"score_gpt":0.250748902012117,"score_spread":0.22973944334615687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766070882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865978,0.000115646624,0.012482522,0.00006992438,0.00015684818,0.00005610072,0.000048094073,0.00003322699,0.00043985608],"genre_scores_gemma":[0.9974687,0.000027514548,0.0022656934,0.00011733244,0.00005945904,1.7897725e-7,0.000015230396,0.0000025691227,0.000043322863],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995124,0.000013615832,0.00009862836,0.00013180863,0.00012354429,0.00012003448],"domain_scores_gemma":[0.99952465,0.000055146553,0.00014060459,0.00021179748,0.000029714027,0.00003810788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004721305,0.00008629741,0.00012395866,0.00002619449,0.000247896,0.0000661167,0.00014264071,0.000043372656,0.00004577992],"category_scores_gemma":[0.000054284956,0.00007277948,0.000025837182,0.000028026603,0.00012690094,0.00038540296,0.000014859972,0.00007432612,0.000009841973],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000665493,0.00003180691,0.10413762,0.00022587251,0.00003511997,0.000007286957,0.0008696935,0.022553543,0.003756735,0.0001770499,0.0004901502,0.8676486],"study_design_scores_gemma":[0.00012735462,0.000040995827,0.19884099,0.000047704114,0.00001425623,0.0000022130607,0.000037926133,0.78539336,0.010550462,0.0046056015,0.00021897024,0.00012016336],"about_ca_topic_score_codex":0.0035388009,"about_ca_topic_score_gemma":0.0000055258006,"teacher_disagreement_score":0.86752844,"about_ca_system_score_codex":0.0000019755828,"about_ca_system_score_gemma":0.000028675615,"threshold_uncertainty_score":0.5349632},"labels":[],"label_agreement":null},{"id":"W2766140804","doi":"10.1093/gji/ggx477","title":"Improvement of coda phase detectability and reconstruction of global seismic data using frequency–wavenumber methods","year":2017,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Wavenumber; Passive seismic; Fourier transform; Frequency domain; Algorithm; Computer science; Broadband; Seismic array; Geology; Interpolation (computer graphics); Robustness (evolution); Radon transform; Seismogram; Seismology; Acoustics; Optics; Mathematics; Physics; Telecommunications; Mathematical analysis; Artificial intelligence; Computer vision","score_opus":0.05591688890860074,"score_gpt":0.37761772008629396,"score_spread":0.3217008311776932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766140804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97767186,0.000040997067,0.020394322,0.00026774537,0.0006923776,0.00004128443,0.0003179154,0.0000060430516,0.00056746305],"genre_scores_gemma":[0.95653546,0.00002560599,0.04321284,0.00006137375,0.00014406926,7.789933e-8,0.000013428451,0.0000011769381,0.000005984557],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920535,0.000053113763,0.00027654858,0.00015511183,0.00021375975,0.00009610804],"domain_scores_gemma":[0.99905795,0.000051237057,0.0004266637,0.00026793478,0.00013478841,0.00006145093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051386014,0.00007027439,0.00014587611,0.000027263277,0.00014173497,0.00006523835,0.00047886095,0.00003196602,0.0002131104],"category_scores_gemma":[0.0001352202,0.00005896425,0.000047686317,0.000028673676,0.00026549754,0.0005705822,0.000074051684,0.00012943965,0.0000015667014],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005088183,0.000046168345,0.08368688,0.00000978123,0.000058220525,0.0000029223793,0.00001623908,0.000017561784,0.012128678,0.00005646344,0.00007006062,0.90385616],"study_design_scores_gemma":[0.0013478319,0.0003678598,0.15622275,0.00012873248,0.00007626512,0.0005128731,0.0001273543,0.74862075,0.025373027,0.06634536,0.000667842,0.00020936794],"about_ca_topic_score_codex":0.0039498927,"about_ca_topic_score_gemma":0.000018108538,"teacher_disagreement_score":0.90364677,"about_ca_system_score_codex":0.000015321026,"about_ca_system_score_gemma":0.00006222501,"threshold_uncertainty_score":0.59710824},"labels":[],"label_agreement":null},{"id":"W2766650838","doi":"10.1007/s11770-017-0630-0","title":"Reflection full-waveform inversion using a modified phase misfit function","year":2017,"lang":"en","type":"article","venue":"Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"China University of Petroleum, Beijing","keywords":"Inversion (geology); Waveform; Amplitude; Algorithm; Computer science; Nonlinear system; Phase retrieval; Reflection (computer programming); Mathematics; Optics; Physics; Geology; Mathematical analysis; Telecommunications; Seismology","score_opus":0.043875405235918014,"score_gpt":0.27092201389251086,"score_spread":0.22704660865659285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766650838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9122696,0.000015721243,0.011166828,0.00012977672,0.0005982638,0.00020263143,0.000011699865,0.00021138163,0.07539411],"genre_scores_gemma":[0.99755275,0.00001588976,0.0011491531,0.00069789053,0.000264476,0.0000014212776,0.00009130047,0.0000060290536,0.00022108508],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909866,0.000012416109,0.00014376307,0.0002769191,0.0002203207,0.0002479427],"domain_scores_gemma":[0.999233,0.000017189192,0.0001911695,0.00043652035,0.000038718605,0.00008338035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014677364,0.0001472346,0.00014209407,0.000066678636,0.0009923712,0.00015371425,0.00022499487,0.00008509356,0.00023249506],"category_scores_gemma":[0.000009545526,0.00013489691,0.000060849416,0.00009011479,0.000105302286,0.0004177089,0.000024633495,0.00016652011,0.00035311043],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000622602,0.000082032646,0.0009119369,0.000033024186,0.00003884108,0.000006505524,0.00021624746,0.0007123524,0.030370666,0.0010557555,0.005113688,0.96083635],"study_design_scores_gemma":[0.0035192082,0.0007400624,0.005956498,0.0000641137,0.0001759291,0.00002563859,0.000576692,0.8472499,0.047030732,0.07069746,0.02295934,0.001004406],"about_ca_topic_score_codex":0.003857311,"about_ca_topic_score_gemma":0.000019277375,"teacher_disagreement_score":0.95983195,"about_ca_system_score_codex":0.000012432043,"about_ca_system_score_gemma":0.00003411739,"threshold_uncertainty_score":0.76326174},"labels":[],"label_agreement":null},{"id":"W2766698211","doi":"10.1002/2017jb014303","title":"Mobility Effect on Poroelastic Seismic Signatures in Partially Saturated Rocks With Applications in Time‐Lapse Monitoring of a Heavy Oil Reservoir","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; Cenovus Energy","keywords":"Poromechanics; Geology; Saturation (graph theory); Compressibility; Pore water pressure; Mesoscopic physics; Geophysical imaging; Fluid dynamics; Petrology; Porous medium; Porosity; Mineralogy; Mechanics; Geophysics; Geotechnical engineering","score_opus":0.02234066114981383,"score_gpt":0.3146338796159109,"score_spread":0.29229321846609707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766698211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986518,0.00008091734,0.000024822797,0.000345622,0.0000439466,0.00017685663,0.000011003924,0.00001086872,0.00065414223],"genre_scores_gemma":[0.99936014,0.00005891534,0.00016925634,0.000023347106,0.0001559674,0.000004154888,0.0000037105626,0.0000055708306,0.00021894513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743605,0.0004456015,0.00039348358,0.0002359639,0.0010434845,0.00044544772],"domain_scores_gemma":[0.9974326,0.0014155584,0.00026343798,0.00041494786,0.00027928548,0.00019419628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019851497,0.00014697871,0.00043068005,0.0003617947,0.0002321495,0.00012155668,0.0007130759,0.000090327994,0.00004720567],"category_scores_gemma":[0.0010297144,0.00009755075,0.00008660031,0.00036736444,0.00033033354,0.00035987032,0.00004539848,0.0012807588,0.000025973035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004582918,0.00069924514,0.89799577,0.00020013096,0.000059892984,0.00019520952,0.00038270428,0.037192665,0.004458553,0.000010795258,0.00065072096,0.05357138],"study_design_scores_gemma":[0.00091463927,0.0031952711,0.91916186,0.0007403019,0.000008616816,0.0000060136945,0.00008191961,0.036647562,0.03806618,0.00068261044,0.00035361847,0.00014139162],"about_ca_topic_score_codex":0.004855577,"about_ca_topic_score_gemma":0.00016203304,"teacher_disagreement_score":0.05342999,"about_ca_system_score_codex":0.000024044892,"about_ca_system_score_gemma":0.00023896185,"threshold_uncertainty_score":0.73402125},"labels":[],"label_agreement":null},{"id":"W2767278967","doi":"10.1111/1365-2478.12597","title":"An application of waveform denoising for microseismic data using polarization–linearity and time–frequency thresholding","year":2017,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Microseism; Thresholding; Waveform; Noise reduction; Computer science; Signal processing; Noise (video); Time domain; Artificial intelligence; Geology; Telecommunications; Computer vision; Seismology; Radar","score_opus":0.035054219950709654,"score_gpt":0.29597599761952714,"score_spread":0.26092177766881747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767278967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658821,0.000053164655,0.033170987,0.000106576525,0.00006595229,0.00028482417,0.00010634096,0.00006847182,0.00026153692],"genre_scores_gemma":[0.96556586,0.0000021820313,0.033974547,0.000085540996,0.00018090777,6.3768056e-7,0.00017166507,0.000005766349,0.000012882896],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991538,0.000013617015,0.0001854621,0.00034340663,0.0001136246,0.00019008314],"domain_scores_gemma":[0.99897844,0.00005267826,0.00024538708,0.00060150976,0.00006771559,0.00005426224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040223863,0.00009736104,0.00015772611,0.000037601567,0.0009108735,0.00018155365,0.00043258313,0.00004870371,0.00000865903],"category_scores_gemma":[0.00012458715,0.000089914145,0.00002421282,0.00005200244,0.00014065235,0.0009834596,0.000059961003,0.00010497864,0.0000038527483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036866317,0.000058761976,0.5254332,0.0001269633,0.000021970925,9.284077e-7,0.00026930525,0.00014157123,0.2529264,0.0008764879,0.00004388359,0.22006364],"study_design_scores_gemma":[0.00013202972,0.000057703106,0.049797025,0.00003214442,0.00002115808,0.0000051770958,0.000047303023,0.9187757,0.018218668,0.01273397,0.000048144786,0.00013097953],"about_ca_topic_score_codex":0.011783778,"about_ca_topic_score_gemma":0.000017533011,"teacher_disagreement_score":0.9186341,"about_ca_system_score_codex":0.000006920735,"about_ca_system_score_gemma":0.000026725014,"threshold_uncertainty_score":0.9947968},"labels":[],"label_agreement":null},{"id":"W2767618867","doi":"10.1190/geo2017-0511.1","title":"Inversion for Biot-consistent material properties in subresonant oscillation experiments with fluid-saturated porous rock","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biot number; Attenuation; Geology; Mechanics; Viscoelasticity; Porous medium; Permeability (electromagnetism); Porosity; Poromechanics; Fluid dynamics; Elastic modulus; Seismic wave; Geotechnical engineering; Mineralogy; Materials science; Geophysics; Physics; Optics; Composite material","score_opus":0.028994822290561276,"score_gpt":0.22185058952959388,"score_spread":0.1928557672390326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767618867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99849087,0.000051508847,0.000066582856,0.0002618729,0.00032815192,0.00029388422,0.000040515464,0.00005742437,0.000409173],"genre_scores_gemma":[0.99876994,0.000017455483,0.0005324447,0.00026706283,0.00007738724,0.0000044437897,0.00011752487,0.000004589257,0.00020916434],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929756,0.000020133268,0.00012191826,0.0002071157,0.00014692724,0.00020633405],"domain_scores_gemma":[0.9995671,0.000009857385,0.0001030853,0.00022967096,0.000050352224,0.000039924977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007956528,0.00011593216,0.00013059156,0.000043785116,0.00032771993,0.00013804247,0.00017018076,0.000047382597,0.000036386504],"category_scores_gemma":[0.000014446732,0.00008093314,0.000026073361,0.00003950934,0.000058468868,0.00033798206,0.000017259468,0.000046716214,0.000029723242],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004925834,0.00032974945,0.56487864,0.0003692654,0.000118214695,0.00007102387,0.0038489788,0.0013014732,0.12863076,0.00016198219,0.02096005,0.27440405],"study_design_scores_gemma":[0.0026803226,0.0010822365,0.24096848,0.00037600158,0.000039164377,0.000013795361,0.0008125275,0.164846,0.57412755,0.0010307697,0.01314345,0.0008797134],"about_ca_topic_score_codex":0.006850554,"about_ca_topic_score_gemma":0.00006351604,"teacher_disagreement_score":0.44549677,"about_ca_system_score_codex":0.000010719257,"about_ca_system_score_gemma":0.000042454114,"threshold_uncertainty_score":0.9997629},"labels":[],"label_agreement":null},{"id":"W2768044503","doi":"10.2118/188378-ms","title":"Repeatability of a Highly Stable Permanent Seismic Source Evaluated Through Long-Term Operation at the Aquistore CO2 Injection Site","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Petroleum Technology Research Centre","keywords":"Repeatability; Geology; Amplitude; Submarine pipeline; Seismology; Waveform; Geodesy; Geotechnical engineering; Engineering; Optics; Statistics; Physics","score_opus":0.026125031936693993,"score_gpt":0.2640593696361294,"score_spread":0.23793433769943542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768044503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98761785,0.00018058126,0.001419274,0.0012277019,0.00023937112,0.00027694987,0.000041152794,0.00010728599,0.008889847],"genre_scores_gemma":[0.99165326,0.00005654081,0.00012825904,0.00078995345,0.00004761692,0.000001933423,0.00023420759,0.0000034924012,0.0070847403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891466,0.00010170443,0.00023110698,0.00027520183,0.00029667388,0.00018065448],"domain_scores_gemma":[0.9988994,0.00005296112,0.00018893684,0.0007222971,0.00009753543,0.000038880473],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006449868,0.00011837745,0.00014906719,0.000027369339,0.0009010438,0.000109166176,0.00029065562,0.000059498867,0.002128218],"category_scores_gemma":[0.000073806244,0.00007490438,0.00006165243,0.00004777282,0.00026727756,0.00049620407,0.000049975708,0.000113290895,0.00016230078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010118805,0.000028697215,0.96014977,0.000038096005,0.000018080307,0.0000020792384,0.0011272312,0.0039054712,0.00062613783,0.000009019128,0.016293567,0.017700639],"study_design_scores_gemma":[0.0004452918,0.00028651042,0.74490434,0.000044669447,0.000051442177,0.000043067004,0.0002015119,0.19668847,0.0393808,0.00020213069,0.017504089,0.00024766964],"about_ca_topic_score_codex":0.04746985,"about_ca_topic_score_gemma":0.0014770537,"teacher_disagreement_score":0.21524546,"about_ca_system_score_codex":0.000030365149,"about_ca_system_score_gemma":0.00004725791,"threshold_uncertainty_score":0.99878395},"labels":[],"label_agreement":null},{"id":"W2768484487","doi":"10.1190/geo2016-0703.1","title":"Prestack structurally constrained impedance inversion","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; University of Calgary","funders":"","keywords":"Inversion (geology); Prestack; Geology; Tikhonov regularization; Algorithm; Electrical impedance; Regularization (linguistics); Synthetic data; Inverse transform sampling; Inverse problem; Seismology; Computer science; Mathematics; Physics; Mathematical analysis; Artificial intelligence; Telecommunications; Surface wave","score_opus":0.013981563995631326,"score_gpt":0.22608437091777525,"score_spread":0.21210280692214392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768484487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96218705,0.000040804618,0.00015140841,0.000707737,0.0004649334,0.00009105628,0.000049278144,0.00013161621,0.036176093],"genre_scores_gemma":[0.99663734,0.000031396434,0.0015692661,0.00087981863,0.00012685188,2.3718124e-7,0.000035357116,0.0000023268444,0.0007174175],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99937457,0.000016638774,0.000086686625,0.00017485504,0.00015077773,0.00019646497],"domain_scores_gemma":[0.99935377,0.000027387738,0.00011099116,0.00040365735,0.000035606667,0.000068601155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007090798,0.000095225136,0.0000992679,0.00001910684,0.00048032755,0.00014074398,0.0003971945,0.000037761904,0.0003691538],"category_scores_gemma":[0.00003947334,0.000080013364,0.000045845765,0.000026751914,0.00021815753,0.00042445742,0.000025370453,0.000106010986,0.00029164675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028269882,0.000007919278,0.10895229,0.000026642792,0.000017203924,0.00002162125,0.00022157104,0.000057035857,0.0006342432,0.00079139444,0.031216929,0.8580249],"study_design_scores_gemma":[0.00080668804,0.00022071347,0.77589434,0.000075995646,0.000030449355,0.000018768755,0.00024457354,0.09492423,0.010980821,0.053273574,0.06293063,0.0005992388],"about_ca_topic_score_codex":0.0034222023,"about_ca_topic_score_gemma":0.00002328506,"teacher_disagreement_score":0.85742563,"about_ca_system_score_codex":0.0000025237673,"about_ca_system_score_gemma":0.000037356644,"threshold_uncertainty_score":0.5173369},"labels":[],"label_agreement":null},{"id":"W2768513114","doi":"10.1190/geo2012-0535.1","title":"Viscoelasticity of Ells River bitumen sand and 4D monitoring of thermal enhanced oil recovery processes","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attenuation; Saturation (graph theory); Shear modulus; Asphalt; Oil sands; Bulk modulus; Viscoelasticity; Mineralogy; Dispersion (optics); Materials science; Modulus; Geotechnical engineering; Geology; Composite material; Physics; Optics","score_opus":0.0077920841748870635,"score_gpt":0.19121643877837863,"score_spread":0.18342435460349157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768513114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971545,0.00019542259,0.00033769614,0.000019690913,0.000095118434,0.0000409934,0.000015982661,0.000022785702,0.0021178355],"genre_scores_gemma":[0.997619,0.00020196753,0.0019163575,0.000040176725,0.000056391364,8.161089e-7,0.0000048773113,0.0000022276254,0.00015823054],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949455,0.00001640587,0.00012794478,0.00011538449,0.00012246118,0.00012326268],"domain_scores_gemma":[0.99960566,0.00008812719,0.000098403114,0.00008836614,0.000084968684,0.000034472825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005060943,0.00007692192,0.00013817073,0.000032485335,0.000046641773,0.000019189798,0.00008916619,0.000029717814,0.00010819076],"category_scores_gemma":[0.000023151528,0.00006196721,0.000022260401,0.00011236988,0.00015796974,0.00029534142,0.000012909094,0.000056346642,0.000020228685],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056169472,0.0000646568,0.1687869,0.0006656453,0.000054450993,9.736427e-7,0.0018619748,0.0005667811,0.08387243,0.000013984365,0.000606023,0.74345],"study_design_scores_gemma":[0.0002008087,0.0002081083,0.14982225,0.00017719714,0.000021281927,8.119278e-7,0.00023354679,0.001652007,0.8447092,0.002670406,0.00013465638,0.00016972383],"about_ca_topic_score_codex":0.0035079522,"about_ca_topic_score_gemma":0.0000012895558,"teacher_disagreement_score":0.7608368,"about_ca_system_score_codex":0.0000012682483,"about_ca_system_score_gemma":0.00003556718,"threshold_uncertainty_score":0.5302998},"labels":[],"label_agreement":null},{"id":"W2768618723","doi":"10.1190/sbgf2017-237","title":"A comparison of iterative methods performance to exact and pseudo adjoint operators in least-squares migration","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Least-squares function approximation; Applied mathematics; Iterative method; Computer science; Mathematical optimization; Mathematics; Algorithm; Statistics","score_opus":0.04441423768770198,"score_gpt":0.35434483806895817,"score_spread":0.3099306003812562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768618723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99183995,0.0000805378,0.0025694713,0.000705984,0.0000639288,0.00011001129,0.000004765759,0.000019394218,0.0046059364],"genre_scores_gemma":[0.95811445,0.000029837263,0.041379593,0.0003106828,0.000010163097,9.944022e-7,0.0000049347927,0.0000011407068,0.00014818842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994423,0.00006778027,0.000164757,0.00014046476,0.00008199321,0.000102736856],"domain_scores_gemma":[0.99965185,0.000046435867,0.00006607888,0.00015589832,0.00003032562,0.00004943913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003750305,0.00007130322,0.00015745654,0.000098559096,0.00013757146,0.00007810019,0.00012959003,0.000028010314,0.00022510486],"category_scores_gemma":[0.00007135131,0.0000527996,0.000014331892,0.00004935583,0.000065545726,0.00035496065,0.000015740783,0.00006861816,0.000011153506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018876883,0.0000070134865,0.7844277,0.000009279849,0.0000018081388,2.724089e-7,0.001341407,0.00011146327,0.00042031886,0.000014006905,0.0010718927,0.21257597],"study_design_scores_gemma":[0.000107403146,0.00024509552,0.6555017,0.00005048643,0.0000023802997,0.000001580902,0.00075030874,0.25902686,0.08201815,0.00004397278,0.002160915,0.00009109627],"about_ca_topic_score_codex":0.009692567,"about_ca_topic_score_gemma":0.0007625379,"teacher_disagreement_score":0.2589154,"about_ca_system_score_codex":0.000002606196,"about_ca_system_score_gemma":0.00001618245,"threshold_uncertainty_score":0.996902},"labels":[],"label_agreement":null},{"id":"W2768809495","doi":"10.1002/2017jb014710","title":"The Role of Texture, Cracks, and Fractures in Highly Anisotropic Shales","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Anisotropy; Geology; Isotropy; Seismic anisotropy; Hydraulic fracturing; Shear wave splitting; Transverse isotropy; Oil shale; Fracture (geology); Lithology; Shear (geology); Texture (cosmology); Microseism; Mineralogy; Geophysics; Seismology; Geotechnical engineering; Petrology; Optics; Physics; Mantle (geology)","score_opus":0.02196153035140153,"score_gpt":0.32672588072374936,"score_spread":0.30476435037234784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768809495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99293673,0.0016590465,0.000006962926,0.0017319806,0.000067444125,0.00006408155,0.0000069051,0.000003926102,0.0035229127],"genre_scores_gemma":[0.9980318,0.0013488143,0.00018768135,0.00006695869,0.00019192793,1.9664053e-7,7.5298595e-7,0.0000022949216,0.00016960087],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985668,0.00016740752,0.0002461332,0.000104294224,0.00062031863,0.0002950252],"domain_scores_gemma":[0.9986347,0.0005852431,0.00021129113,0.0002447261,0.00019991452,0.0001241529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010473053,0.00007450715,0.00020957387,0.00012124116,0.00045404994,0.00020062,0.0005509701,0.000047569854,0.000055699074],"category_scores_gemma":[0.0007241045,0.00004215784,0.00006406967,0.000080246566,0.0006175715,0.00033254517,0.00005110538,0.0006110891,0.00001505806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031260512,0.00007297479,0.2465042,0.000022072143,0.0000345338,0.000064767926,0.00036101567,0.000031526757,0.0020417084,0.00085979665,0.003041306,0.7466535],"study_design_scores_gemma":[0.00022267168,0.00045928513,0.92105967,0.000075651486,0.0000034767397,0.000013659851,0.00029134002,0.0049540265,0.007484989,0.03692177,0.02845608,0.0000573634],"about_ca_topic_score_codex":0.004068688,"about_ca_topic_score_gemma":0.00021850737,"teacher_disagreement_score":0.74659616,"about_ca_system_score_codex":0.000003064281,"about_ca_system_score_gemma":0.00010070754,"threshold_uncertainty_score":0.61506665},"labels":[],"label_agreement":null},{"id":"W2769350804","doi":"10.15273/ijge.2017.04.012","title":"CO2 Sequestration Safety Monitoring by using Seismic Imaging and Double Difference Tomography","year":2017,"lang":"en","type":"article","venue":"International Journal of Georesources and Environment","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Energy Technology Laboratory; National Natural Science Foundation of China; U.S. Department of Energy","keywords":"Caprock; Geology; Seismology; Seismic tomography; Passive seismic; Induced seismicity; Oil shale; Tomography; Supercritical fluid; Seismic wave; Geotechnical engineering; Geophysics; Mantle (geology)","score_opus":0.013261362218932402,"score_gpt":0.22640450621467145,"score_spread":0.21314314399573905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769350804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957867,0.0012682514,0.0013685157,0.0010644505,0.00022550122,0.000027838645,0.000012603901,0.0000054775687,0.00024063716],"genre_scores_gemma":[0.99696857,0.0019726874,0.00076025847,0.00010529221,0.0001427858,9.541826e-8,0.000003995668,0.0000021539986,0.000044177476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935335,0.000015415742,0.0001814275,0.00010372717,0.00025250902,0.00009358478],"domain_scores_gemma":[0.99955904,0.000021975819,0.00025761448,0.00007223001,0.000018190229,0.000070918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019653008,0.0000793868,0.00009098844,0.00006490106,0.00034151186,0.00019883194,0.00020514832,0.000021314483,0.00005359874],"category_scores_gemma":[0.000005671569,0.00006446995,0.00003091153,0.000006818021,0.0001565162,0.00029999125,0.00004379404,0.00009940014,8.6656695e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005935966,0.0000082423285,0.88397616,0.0000026775278,0.000023943956,0.000012778785,0.00018075119,0.00051155215,0.00069388456,0.0000035333758,0.00007652289,0.11445062],"study_design_scores_gemma":[0.0007009139,0.0000754136,0.93799514,0.00012883314,0.000025002171,0.00020764994,0.0002806854,0.03967841,0.0034134437,0.0006048445,0.01673395,0.00015569585],"about_ca_topic_score_codex":0.0016214013,"about_ca_topic_score_gemma":0.0000011831711,"teacher_disagreement_score":0.114294924,"about_ca_system_score_codex":0.000010596254,"about_ca_system_score_gemma":0.000005716285,"threshold_uncertainty_score":0.2629008},"labels":[],"label_agreement":null},{"id":"W2769487258","doi":"10.1190/tle36120975.1","title":"Hydraulic-fracture geometry characterization using low-frequency DAS signal","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":293,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Microseism; Geology; Hydraulic fracturing; Fracture (geology); Acoustic emission; Frequency band; Offset (computer science); Acoustics; Geotechnical engineering; Seismology; Engineering; Bandwidth (computing); Physics; Computer science","score_opus":0.02620070514287725,"score_gpt":0.26592643551969597,"score_spread":0.2397257303768187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769487258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717817,0.00012423254,0.006799773,0.004666805,0.00078602525,0.00015308773,0.000026142394,0.00018985718,0.01547243],"genre_scores_gemma":[0.99290496,0.000025799454,0.00040862494,0.0051766317,0.00042027482,3.6970792e-7,0.00006506748,0.00000567013,0.0009926234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992384,0.000049024777,0.00012650886,0.00017954341,0.00016476904,0.00024175706],"domain_scores_gemma":[0.99925673,0.000051391547,0.00017103933,0.0004373411,0.000028215274,0.00005527501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035117994,0.00011676205,0.0001220068,0.00007159543,0.0009582073,0.00027097762,0.00058340415,0.0000695414,0.0007145947],"category_scores_gemma":[0.00006337139,0.00007912699,0.00004879698,0.00007530881,0.00014822165,0.0005099022,0.000022090497,0.00021826678,0.0004980447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057324232,0.000044622557,0.478246,0.00009058163,0.00006865238,0.000054435102,0.0020631999,0.00064470695,0.04556673,0.00018641983,0.04132045,0.4316569],"study_design_scores_gemma":[0.000517301,0.00010583287,0.5190871,0.00035205128,0.00008789447,0.00012582124,0.00015176616,0.18580407,0.060971327,0.0048161205,0.22706522,0.0009155168],"about_ca_topic_score_codex":0.0021016698,"about_ca_topic_score_gemma":0.0000057684992,"teacher_disagreement_score":0.43074137,"about_ca_system_score_codex":0.0000087999515,"about_ca_system_score_gemma":0.000029307314,"threshold_uncertainty_score":0.78243107},"labels":[],"label_agreement":null},{"id":"W2769910628","doi":"10.1190/1.1813357","title":"A world of reality—Designing land 3D programs for signal, noise, and prestack migration","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Prestack; Noise (video); SIGNAL (programming language); Computer science; Seismology; Geography; Geology; Artificial intelligence","score_opus":0.04080482330283325,"score_gpt":0.2573432232197294,"score_spread":0.21653839991689616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769910628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9296331,0.0014460658,0.048618417,0.006992441,0.00028443988,0.00132699,0.000047006648,0.00034940024,0.01130215],"genre_scores_gemma":[0.99222773,0.000026346777,0.0066956505,0.0003010687,0.000064928754,0.0000034330596,0.000032574124,0.0000028187876,0.00064545515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954486,0.000029489693,0.00010885853,0.000108541615,0.00007793674,0.0001302917],"domain_scores_gemma":[0.9996793,0.00011556198,0.0000604642,0.00009206644,0.000024250154,0.00002834422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037419956,0.000062452345,0.00009239018,0.000038874066,0.00010979456,0.000038759492,0.000093136245,0.00002202211,0.000013350936],"category_scores_gemma":[0.000021372498,0.000041352345,0.000024364506,0.00011480569,0.00009155028,0.00010338831,0.000004967119,0.00005996181,0.0000076177735],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024126035,0.000068091074,0.28298423,0.0003088006,0.00005658431,0.0000031563434,0.0066633304,0.0025594803,0.0032458268,0.00048638653,0.046544094,0.6568388],"study_design_scores_gemma":[0.003917522,0.0024053555,0.08244978,0.001793772,0.0003319308,0.00006971155,0.0014273816,0.20229371,0.1815529,0.06269193,0.459622,0.0014440165],"about_ca_topic_score_codex":0.0025710817,"about_ca_topic_score_gemma":0.00056059967,"teacher_disagreement_score":0.65539473,"about_ca_system_score_codex":0.0000032439423,"about_ca_system_score_gemma":0.000018392,"threshold_uncertainty_score":0.38867235},"labels":[],"label_agreement":null},{"id":"W2770720593","doi":"10.1190/sbgf2017-324","title":"Smooth velocity model from traveltime tomography of an offshore dense wide-angle profile in Nova Scotia: preliminary results","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Geology; Tomography; Submarine pipeline; Nova (rocket); Seismology; Computed tomography; Geodesy; Physics; Optics; Oceanography; Engineering; Medicine; Radiology; Aerospace engineering","score_opus":0.02487310546787354,"score_gpt":0.24286456437205264,"score_spread":0.2179914589041791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770720593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972905,0.00007803563,0.00046708033,0.00048589558,0.00010592491,0.00020615874,0.0004715023,0.000086762855,0.025193637],"genre_scores_gemma":[0.9707002,0.000010185417,0.028251668,0.0004065541,0.000023138246,5.7909403e-7,0.00026261443,0.000004536718,0.00034050876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987748,0.000053465123,0.0003142865,0.00036859966,0.00023920853,0.00024962384],"domain_scores_gemma":[0.99894375,0.00008159585,0.00017422203,0.0006432303,0.00005317791,0.00010404432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038490395,0.00014911422,0.0002317349,0.0001528406,0.0001286426,0.000061308005,0.0005426921,0.00011134455,0.0005959863],"category_scores_gemma":[0.00009744383,0.00012362238,0.00006967357,0.000099280755,0.00023813943,0.0005451275,0.000031186144,0.00016626308,0.00004405638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023577283,0.0003429814,0.6326526,0.000048372178,0.000041685464,0.00007807839,0.0021313867,0.0018963976,0.00034682653,0.00003264208,0.06425643,0.29581487],"study_design_scores_gemma":[0.00045169366,0.00029198593,0.5264052,0.000049373626,0.000009518725,0.0000015561671,0.00014457606,0.45804262,0.0127766235,0.0015143884,0.00014800056,0.00016443619],"about_ca_topic_score_codex":0.10508432,"about_ca_topic_score_gemma":0.004860854,"teacher_disagreement_score":0.4561462,"about_ca_system_score_codex":0.0000039121437,"about_ca_system_score_gemma":0.000065219385,"threshold_uncertainty_score":0.900875},"labels":[],"label_agreement":null},{"id":"W2771460011","doi":"10.1190/geo2017-0173.1","title":"Multidimensional inverse-scattering series internal multiple prediction in the coupled plane-wave domain","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slowness; Benchmark (surveying); Waveform; Series (stratigraphy); Inverse; Plane (geometry); Time domain; Wavenumber; Amplitude; Reflection (computer programming); Plane wave; Domain (mathematical analysis); Algorithm; Multiple; Attenuation; Mathematical analysis; Frequency domain; Constant (computer programming); Mathematics; Computer science; Geometry; Geology; Physics; Optics; Seismology; Geodesy; Telecommunications","score_opus":0.019192971939995796,"score_gpt":0.20742420336057865,"score_spread":0.18823123142058285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771460011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957371,0.000014027635,0.00025107016,0.0011098145,0.00045885713,0.00012217679,0.00007342606,0.00005642241,0.0021771134],"genre_scores_gemma":[0.99674815,0.000014263172,0.0017499467,0.00096054934,0.0001753847,0.0000022707454,0.00010851705,0.0000030194385,0.00023792496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923164,0.000045301633,0.00013514314,0.00017628747,0.00021272007,0.0001988894],"domain_scores_gemma":[0.9994613,0.0000761615,0.000096899465,0.00031121547,0.000019282825,0.000035150486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026054133,0.00010748538,0.00010273284,0.00003776871,0.00040793666,0.000106300206,0.00026818368,0.00004099063,0.00014291989],"category_scores_gemma":[0.000035530044,0.00007751402,0.000041728683,0.000037396498,0.0001653502,0.0004342558,0.000030277211,0.00019016105,0.00015287288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027293386,0.00007157162,0.93342197,0.000039130187,0.000035670306,0.00016101504,0.0040445495,0.00072527677,0.0031548382,0.0002333493,0.02468349,0.033156205],"study_design_scores_gemma":[0.00061511004,0.00010771794,0.7996984,0.00006774903,0.000007824023,0.0000521516,0.001016696,0.17708716,0.001111432,0.0036573284,0.016388189,0.00019024624],"about_ca_topic_score_codex":0.010112104,"about_ca_topic_score_gemma":0.0005261103,"teacher_disagreement_score":0.17636187,"about_ca_system_score_codex":0.000005825597,"about_ca_system_score_gemma":0.000019084042,"threshold_uncertainty_score":0.99647963},"labels":[],"label_agreement":null},{"id":"W2771821181","doi":"10.1190/geo2017-0563.1","title":"Edge-preserving smoothing for simultaneous-source full-waveform inversion model updates in high-contrast velocity models","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Edge-preserving smoothing; Smoothing; Classification of discontinuities; Algorithm; Quadratic equation; Regularization (linguistics); Piecewise; Filter (signal processing); Computer science; Inverse problem; Mathematical optimization; Mathematics; Bilateral filter; Geometry; Image (mathematics); Artificial intelligence; Mathematical analysis; Computer vision","score_opus":0.02145086172625744,"score_gpt":0.22591098069668147,"score_spread":0.20446011897042404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771821181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9243369,0.000049967624,0.07059617,0.0008536945,0.0002806034,0.0003313344,0.00009300207,0.00017356098,0.0032847314],"genre_scores_gemma":[0.9884775,0.000040649935,0.009697295,0.0009699674,0.00013562788,0.0000032432686,0.00012522245,0.0000105325125,0.0005399323],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872833,0.000022482844,0.00021983635,0.00035582363,0.00022459988,0.00044891532],"domain_scores_gemma":[0.9989499,0.00018024202,0.0001754136,0.0005159769,0.00007982782,0.00009867313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031003525,0.00019473434,0.00024796106,0.00007684668,0.0007186128,0.00021190748,0.00069421314,0.00011028247,0.00004457203],"category_scores_gemma":[0.00012505233,0.00017996953,0.00008527089,0.000064407104,0.000111238885,0.0010976669,0.00008890765,0.00022790363,0.000046503515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021490038,0.00005192385,0.0045687463,0.00010798596,0.000024274317,0.000011273803,0.0013060773,0.6028718,0.00038363482,0.0005482274,0.0057926485,0.38411853],"study_design_scores_gemma":[0.00039885836,0.00004744467,0.00054678926,0.00005471648,0.000010672145,0.0000010377001,0.0001134885,0.9341682,0.0009917939,0.06240251,0.0010351422,0.00022932558],"about_ca_topic_score_codex":0.012129474,"about_ca_topic_score_gemma":0.00030423215,"teacher_disagreement_score":0.3838892,"about_ca_system_score_codex":0.000020227979,"about_ca_system_score_gemma":0.000055983193,"threshold_uncertainty_score":0.99444884},"labels":[],"label_agreement":null},{"id":"W2772646646","doi":"10.1190/geo2017-0225.1","title":"Why 3D seismic data are an asset for exploration and mine planning? Velocity tomography of weakness zones in the Kevitsa Ni-Cu-PGE mine, northern Finland","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"First Quantum Minerals (Canada)","funders":"","keywords":"Geology; Seismology; Ultramafic rock; Intrusion; Discontinuity (linguistics); Tomography; Mining engineering; Geochemistry","score_opus":0.054557582823933214,"score_gpt":0.2736640175952774,"score_spread":0.2191064347713442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772646646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946032,0.00017822941,0.002681858,0.0013067779,0.00013133185,0.0002237433,0.0007255201,0.000020127023,0.00012921293],"genre_scores_gemma":[0.9961671,0.000042846663,0.0017525109,0.0008913319,0.00012166155,0.000004395772,0.0009898824,0.0000043237305,0.000025935755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992204,0.000054576623,0.00015092948,0.00025477246,0.00015587462,0.00016347748],"domain_scores_gemma":[0.99894154,0.0001032335,0.00020735482,0.000660785,0.000054077354,0.000033015014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000362373,0.00011888334,0.0001745981,0.000056113262,0.00026664033,0.00011389943,0.00059790903,0.000048361228,0.0000058169917],"category_scores_gemma":[0.000047515932,0.0000867972,0.00002480037,0.00008803195,0.000135311,0.0008782851,0.000036010348,0.00008831929,0.0000025078464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005992835,0.000048690228,0.928391,0.00007361137,0.0000129752,0.0000041001626,0.0010033682,0.00015435486,0.000012724133,0.0000096219055,0.012957402,0.05727226],"study_design_scores_gemma":[0.00047296387,0.00020823415,0.82343864,0.00009711492,0.000034288954,0.000004193524,0.0012714771,0.1591199,0.000091891845,0.005621854,0.009403492,0.00023593685],"about_ca_topic_score_codex":0.015208178,"about_ca_topic_score_gemma":0.003491919,"teacher_disagreement_score":0.15896556,"about_ca_system_score_codex":0.0000011967426,"about_ca_system_score_gemma":0.000019068451,"threshold_uncertainty_score":0.99134964},"labels":[],"label_agreement":null},{"id":"W2772669269","doi":"10.1190/int-2017-0134.1","title":"Seismic reservoir characterization of Utica-Point Pleasant Shale with efforts at quantitative interpretation — A case study: Part 1","year":2017,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada); University of Calgary","funders":"","keywords":"Petrophysics; Oil shale; Geology; Brittleness; Seismic inversion; Mineralogy; Inversion (geology); Poisson's ratio; Poisson distribution; Species richness; Reservoir modeling; Lithology; Total organic carbon; Petrology; Porosity; Seismology; Soil science; Petroleum engineering; Geotechnical engineering; Paleontology; Statistics; Geometry; Chemistry; Mathematics; Materials science","score_opus":0.025156463206934356,"score_gpt":0.2754305779748568,"score_spread":0.25027411476792244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772669269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722374,0.00001805501,0.025022957,0.00021849509,0.00024202406,0.0005027748,0.000067058114,0.00007656844,0.0016146476],"genre_scores_gemma":[0.9987638,0.000009894863,0.0006456256,0.00017085952,0.000022741648,0.000011001069,0.00018581818,0.000008308725,0.0001819609],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872595,0.00014291833,0.00036417236,0.0003211416,0.00026800396,0.00017783606],"domain_scores_gemma":[0.99869454,0.00010832218,0.0005236808,0.00042941503,0.00017718168,0.000066847366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040263886,0.00016329893,0.00022769389,0.0001416068,0.00036028685,0.00012540678,0.00022782246,0.0000513126,0.00029074313],"category_scores_gemma":[0.00014667478,0.00013056141,0.000053032607,0.00007860915,0.00017941114,0.0009344726,0.000035792906,0.00011279276,0.000051404022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003342316,0.00028534813,0.7824654,0.00019902839,0.00025752722,0.0010608854,0.057327926,0.0018320639,0.002018981,0.00006201215,0.0004717346,0.1506768],"study_design_scores_gemma":[0.00058234256,0.0015077667,0.08516592,0.00034399392,0.00007885246,0.00050748803,0.004355634,0.90268004,0.0039798217,0.00019390137,0.00034482838,0.00025941056],"about_ca_topic_score_codex":0.005004596,"about_ca_topic_score_gemma":0.0011328593,"teacher_disagreement_score":0.900848,"about_ca_system_score_codex":0.000023153014,"about_ca_system_score_gemma":0.00003792406,"threshold_uncertainty_score":0.7565485},"labels":[],"label_agreement":null},{"id":"W2776017085","doi":"10.1190/1.1444892","title":"Seismic imaging","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Reflection (computer programming); Geology; Offset (computer science); Seismology; Geophysical imaging; Diffraction; Energy (signal processing); Seismic energy; Geophysics; Optics; Computer science; Physics","score_opus":0.009183424403977118,"score_gpt":0.20072025110430508,"score_spread":0.19153682670032796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776017085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8847467,0.00027045226,0.0055851727,0.0019000845,0.00048779373,0.00007929661,0.0000130473645,0.0004585926,0.10645887],"genre_scores_gemma":[0.993682,0.000056034278,0.00060361903,0.004355205,0.000149292,2.630113e-7,0.000032552933,0.0000025031977,0.0011185055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994625,0.000015281415,0.00007375058,0.00013488304,0.00011458641,0.00019900857],"domain_scores_gemma":[0.9997368,0.000023205757,0.000026427757,0.00014416495,0.000019277031,0.000050118477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006863384,0.00007287982,0.000067576104,0.000035240722,0.00010145623,0.000034942328,0.00013087128,0.000014575472,0.00072851335],"category_scores_gemma":[0.0000057393263,0.00006465018,0.000038014714,0.00015058518,0.00004450476,0.00018946764,0.000006868182,0.000080846985,0.0013246749],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065616086,0.000008083999,0.27216667,0.000003155498,0.0000038477506,0.000019725077,0.00007836211,0.00027061102,0.000035011057,0.000063256404,0.035908334,0.6914364],"study_design_scores_gemma":[0.00018624707,0.000032486114,0.15602416,0.000016158445,0.000010473243,0.00006473227,0.00016880487,0.31377703,0.0007393156,0.023899805,0.5047915,0.0002892872],"about_ca_topic_score_codex":0.0032173747,"about_ca_topic_score_gemma":0.0000045732004,"teacher_disagreement_score":0.6911471,"about_ca_system_score_codex":0.0000021933854,"about_ca_system_score_gemma":0.000014886944,"threshold_uncertainty_score":0.9994529},"labels":[],"label_agreement":null},{"id":"W2777282903","doi":"10.1190/geo2017-0183.1","title":"Estimating P- and S-wave inverse quality factors from observed seismic data using an attenuative elastic impedance","year":2017,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inverse problem; Inverse; Inversion (geology); Seismic inversion; Anelastic attenuation factor; Attenuation; Geology; Acoustic impedance; Bayesian probability; Seismic wave; Electrical impedance; Seismology; Statistics; Mathematics; Mathematical analysis; Physics; Geometry; Optics","score_opus":0.24026080340435307,"score_gpt":0.325453737520861,"score_spread":0.08519293411650791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777282903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921826,0.000032450338,0.0063312678,0.00007038148,0.00035118093,0.00008605055,0.00073128374,0.00008034769,0.0001344136],"genre_scores_gemma":[0.9775053,0.00000714562,0.021308513,0.0003667681,0.0001717788,1.8672488e-7,0.0006134173,0.00000551351,0.000021343369],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885035,0.000097784236,0.00018229603,0.00044395786,0.00019105282,0.0002345464],"domain_scores_gemma":[0.9983944,0.00018709847,0.00028376037,0.0009793489,0.000040713596,0.00011464297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002677517,0.00016414527,0.00021336217,0.000021545255,0.00069884874,0.000242091,0.0005138312,0.000052835712,0.000047910522],"category_scores_gemma":[0.00024523627,0.00014567903,0.000025672063,0.000040633782,0.00023986357,0.001493633,0.00013592125,0.00017088346,0.000021934156],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041852898,0.000049717826,0.81033987,0.000054317123,0.00007311716,0.000021662134,0.0031637105,0.002512929,0.0013966426,0.00002358042,0.0008328188,0.18148981],"study_design_scores_gemma":[0.00011364775,0.00002359828,0.28687096,0.000031062864,0.000020719173,8.470344e-7,0.0003233678,0.7084585,0.00029034572,0.003646481,0.00006610272,0.000154416],"about_ca_topic_score_codex":0.09673356,"about_ca_topic_score_gemma":0.0003498435,"teacher_disagreement_score":0.70594555,"about_ca_system_score_codex":0.000006289928,"about_ca_system_score_gemma":0.000053609954,"threshold_uncertainty_score":0.9092814},"labels":[],"label_agreement":null},{"id":"W2779052738","doi":"10.1002/nla.2206","title":"A multigrid solver to the Helmholtz equation with a point source based on travel time and amplitude","year":2018,"lang":"en","type":"preprint","venue":"Numerical Linear Algebra with Applications","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Seventh Framework Programme","keywords":"Helmholtz equation; Discretization; Multigrid method; Solver; Wave equation; Mathematical analysis; Eikonal equation; Mathematics; Amplitude; Applied mathematics; Partial differential equation; Physics; Mathematical optimization; Boundary value problem","score_opus":0.013857533789645021,"score_gpt":0.22456116861458858,"score_spread":0.21070363482494356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779052738","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064278455,0.000045501598,0.9804632,0.00906142,0.000031076226,0.0017313138,0.00024255754,0.0002636122,0.0017334896],"genre_scores_gemma":[0.8138107,0.0000124270955,0.16577223,0.017800074,0.0005092994,0.00037826854,0.0011023945,0.000038625905,0.0005759882],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983005,0.000078135985,0.00023070844,0.0006762086,0.00042141473,0.00029302062],"domain_scores_gemma":[0.9985687,0.00023602111,0.00015230216,0.00069023104,0.00012378789,0.00022894205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002831622,0.0002978902,0.00026684976,0.00011836021,0.00032673005,0.0001309184,0.00039089975,0.00012442419,0.00040495445],"category_scores_gemma":[0.000032217296,0.00017323188,0.000053715343,0.00032260746,0.00024278766,0.00005087926,0.000050455816,0.00046059012,0.00069409993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029378615,0.0011461618,0.028704634,0.00036037937,0.00048060773,0.000015252327,0.0036655127,0.27926993,0.00016266514,0.0005952385,0.08603374,0.596628],"study_design_scores_gemma":[0.0003031527,0.0005864431,0.008524162,0.000110791545,0.00006947916,0.00000996883,0.000058530302,0.92358005,0.00034340957,0.0003414211,0.06565847,0.0004141422],"about_ca_topic_score_codex":0.0016502413,"about_ca_topic_score_gemma":0.000027831544,"teacher_disagreement_score":0.81469095,"about_ca_system_score_codex":0.000014652116,"about_ca_system_score_gemma":0.00012425003,"threshold_uncertainty_score":0.8921482},"labels":[],"label_agreement":null},{"id":"W2779127189","doi":"10.1190/tle37010067b1.1","title":"Full-waveform inversion: The next leap forward in subsalt imaging","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Geology; Geophysical imaging; Inversion (geology); Seismology; Model building; USable; Seismic migration; Regional geology; Computer science; Metamorphic petrology","score_opus":0.04049152545347508,"score_gpt":0.25651953940583294,"score_spread":0.21602801395235788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779127189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7918979,0.00085425755,0.00029180036,0.05589072,0.0018394837,0.00035536592,0.0000074412806,0.0002507609,0.14861228],"genre_scores_gemma":[0.99299216,0.000110817986,0.00011985327,0.004369301,0.00021451198,0.000001310614,0.000007121387,0.000005088814,0.002179823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990572,0.000065008455,0.00015043105,0.00019084904,0.0001885515,0.00034801496],"domain_scores_gemma":[0.99901015,0.00015404474,0.00011522769,0.000648015,0.000020608264,0.000051971136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009105544,0.00012428734,0.00013088397,0.00006776339,0.0010589315,0.0003313657,0.0010401135,0.00003678222,0.00032291343],"category_scores_gemma":[0.00011571061,0.000066356115,0.00006671164,0.00009094649,0.00034650727,0.00054698496,0.000063765954,0.00032918726,0.00120678],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070044596,0.00001035985,0.26741886,0.000019294263,0.000012952244,0.000031961186,0.0026179077,0.0000686109,0.00018840567,0.00032953324,0.17788428,0.5513478],"study_design_scores_gemma":[0.000713344,0.000116571595,0.1421564,0.00022317116,0.000037470083,0.00011630444,0.0030168553,0.22248825,0.00396733,0.010609242,0.61597896,0.0005760886],"about_ca_topic_score_codex":0.004816518,"about_ca_topic_score_gemma":0.000517624,"teacher_disagreement_score":0.5507717,"about_ca_system_score_codex":0.000013744651,"about_ca_system_score_gemma":0.000031080282,"threshold_uncertainty_score":0.9995709},"labels":[],"label_agreement":null},{"id":"W2782724050","doi":"10.15530/urtec-2017-2670043","title":"Using Fracture Stress Shadows to Drive Stage Spacing","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Stress (linguistics); Stage (stratigraphy); Fracture (geology); Computer science; Materials science; Composite material; Geology","score_opus":0.037475257530114464,"score_gpt":0.2823678524310266,"score_spread":0.24489259490091211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782724050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78723174,0.000057835998,0.028963063,0.003219529,0.00050969195,0.00023954728,0.00009833116,0.00027405893,0.17940617],"genre_scores_gemma":[0.9765019,0.000005242943,0.015444148,0.005278124,0.00008786753,1.4957774e-7,0.000014791507,0.0000018580528,0.0026659193],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999371,0.000014775891,0.000081602484,0.00018621552,0.00014354872,0.00020287759],"domain_scores_gemma":[0.9994254,0.000021325055,0.000062138395,0.00035132334,0.000024907577,0.00011487582],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000118075106,0.000088388246,0.00009590823,0.00005708172,0.0004971051,0.00023818409,0.0003109179,0.000042768406,0.0038186554],"category_scores_gemma":[0.000048833175,0.00006734265,0.000031354142,0.00002858945,0.000044512417,0.00033642678,0.000024506562,0.00010076551,0.000104255116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002238611,0.000011659978,0.86016625,0.00002082306,0.000017145207,0.000045811816,0.0007285567,0.0058233193,0.00048488865,0.00009723935,0.043831777,0.08875014],"study_design_scores_gemma":[0.00037992108,0.00016536882,0.2570957,0.00019863898,0.000023946897,0.000015906411,0.00234074,0.31666678,0.09460031,0.0009981567,0.32667834,0.000836226],"about_ca_topic_score_codex":0.03508212,"about_ca_topic_score_gemma":0.0003185852,"teacher_disagreement_score":0.60307056,"about_ca_system_score_codex":0.000003744346,"about_ca_system_score_gemma":0.000020245683,"threshold_uncertainty_score":0.997092},"labels":[],"label_agreement":null},{"id":"W2782883948","doi":"10.1016/j.jappgeo.2019.07.009","title":"On Backus average in modelling guided waves","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transverse isotropy; Isotropy; Anisotropy; Stack (abstract data type); Dispersion (optics); Physics; Geometry; Rayleigh scattering; Matrix (chemical analysis); Mathematical analysis; Computational physics; Optics; Materials science; Mathematics","score_opus":0.012453280785186344,"score_gpt":0.20151345914720697,"score_spread":0.18906017836202063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782883948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95239615,0.000026617141,0.0012039356,0.000102107195,0.0002267217,0.00007054794,0.0000027906449,0.000013075759,0.04595807],"genre_scores_gemma":[0.9960673,0.000044281136,0.00246592,0.0011735515,0.000092243165,8.6713484e-8,0.000003975387,0.0000033605675,0.00014928199],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999207,0.000014823765,0.00026344237,0.000101595855,0.00025516748,0.00015792256],"domain_scores_gemma":[0.9995311,0.00009490841,0.00017316239,0.00011711466,0.00003349098,0.000050205806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027419248,0.00009175729,0.00019088108,0.00011912752,0.000026396632,0.000027160646,0.00017697107,0.000044335004,0.0003015136],"category_scores_gemma":[0.0000039456713,0.00007199681,0.00006326009,0.00014008771,0.000018189621,0.00013287467,0.0000057107845,0.0002932547,0.0003169506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003207141,0.000075765995,0.0037129417,0.000033432458,0.0000268552,0.000035528526,0.0007456958,0.9149652,0.00061718415,0.003685371,0.008289374,0.06749194],"study_design_scores_gemma":[0.0017514813,0.00059870246,0.0051580863,0.00020096464,0.000018475928,0.00003098695,0.00045899418,0.7372634,0.010380828,0.23115812,0.012497152,0.00048279358],"about_ca_topic_score_codex":0.00016685571,"about_ca_topic_score_gemma":9.590456e-7,"teacher_disagreement_score":0.22747275,"about_ca_system_score_codex":0.000008083974,"about_ca_system_score_gemma":0.00003640591,"threshold_uncertainty_score":0.40738648},"labels":[],"label_agreement":null},{"id":"W2784372176","doi":"10.1190/geo2017-0145.1","title":"Robust time-frequency analysis of seismic data using general linear chirplet transform","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Short-time Fourier transform; Time–frequency analysis; Instantaneous phase; Fourier transform; Time–frequency representation; Computer science; Algorithm; Hilbert–Huang transform; S transform; Continuous wavelet transform; Wavelet transform; Seismic inversion; Spectrogram; Pattern recognition (psychology); Wavelet; Geology; Artificial intelligence; Energy (signal processing); Mathematics; Wavelet packet decomposition; Fourier analysis; Discrete wavelet transform; Computer vision; Statistics","score_opus":0.049498005435639446,"score_gpt":0.2542428915415195,"score_spread":0.20474488610588007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784372176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97459286,0.00008162115,0.019140685,0.00017055693,0.00017146052,0.0000981198,0.0009988919,0.00014480337,0.0046009994],"genre_scores_gemma":[0.96633184,0.00003359252,0.0303884,0.0009562334,0.0003865225,1.637195e-7,0.0016014086,0.000008167344,0.00029365096],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999013,0.00003380994,0.00021785377,0.00028663408,0.00021594785,0.00023271907],"domain_scores_gemma":[0.9991362,0.000026044785,0.0000958896,0.0006097838,0.00007186373,0.00006018023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021195711,0.00012204871,0.00025478916,0.00016118257,0.00012723294,0.00001977612,0.00051854894,0.00004146294,0.00066399825],"category_scores_gemma":[0.00001031368,0.00010695681,0.000094543306,0.00082041626,0.00018324437,0.0003359319,0.000025204847,0.00009140336,0.00014900907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016611427,0.00027992518,0.15019567,0.00014453895,0.003262875,0.000028887984,0.0023061018,0.0805077,0.0087389015,0.00025476486,0.042269155,0.71184534],"study_design_scores_gemma":[0.000081213526,0.000057033074,0.0055745933,0.000008684774,0.0003431015,0.0000017420656,0.00001847815,0.9886746,0.00184102,0.0007214609,0.0025382913,0.00013979955],"about_ca_topic_score_codex":0.017403081,"about_ca_topic_score_gemma":0.000078875666,"teacher_disagreement_score":0.9081669,"about_ca_system_score_codex":0.000004136853,"about_ca_system_score_gemma":0.0000612041,"threshold_uncertainty_score":0.9891401},"labels":[],"label_agreement":null},{"id":"W2784540332","doi":"10.1190/geo2017-0284.1","title":"Antileakage least-squares spectral analysis for seismic data regularization and random noise attenuation","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Division of Mathematical Sciences; Natural Sciences and Engineering Research Council of Canada; Pacific Institute for the Mathematical Sciences","keywords":"Series (stratigraphy); Spectral leakage; Algorithm; Fourier transform; Attenuation; Spectral density estimation; Mathematics; Robustness (evolution); Computer science; Fast Fourier transform; Mathematical analysis; Optics; Physics; Geology","score_opus":0.022283701112590464,"score_gpt":0.24037666263282148,"score_spread":0.21809296152023103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784540332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6566777,0.00011009667,0.34023187,0.0007574238,0.00022327418,0.00030998216,0.00048998295,0.00014272478,0.0010569216],"genre_scores_gemma":[0.99276656,0.00003228809,0.0035841959,0.00065900234,0.0003116246,8.996486e-7,0.002243075,0.0000035821356,0.0003987632],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922967,0.00003619379,0.00013027269,0.00030039754,0.00013436003,0.00016910245],"domain_scores_gemma":[0.9993901,0.000068672525,0.00007520627,0.0003524154,0.0000691768,0.00004439727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024332506,0.000094329676,0.00015353723,0.000101425256,0.00020656863,0.00007843419,0.00019398419,0.000038300615,0.00008755694],"category_scores_gemma":[0.00003857418,0.00008401642,0.000044883796,0.00034542131,0.00011778121,0.00039864678,0.000020419979,0.00004670281,0.00003889525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052708026,0.000064288986,0.27548704,0.000088377514,0.0004980359,0.0000034023635,0.0011201095,0.0016816349,0.0012225779,0.0004615878,0.03736344,0.68148243],"study_design_scores_gemma":[0.00044785393,0.000096756754,0.08411987,0.0000080500295,0.00022445906,0.0000013125087,0.00006959915,0.9018312,0.0013513617,0.00499747,0.0067092893,0.00014273652],"about_ca_topic_score_codex":0.0013243246,"about_ca_topic_score_gemma":0.000063315034,"teacher_disagreement_score":0.9001496,"about_ca_system_score_codex":0.000002354216,"about_ca_system_score_gemma":0.00002042547,"threshold_uncertainty_score":0.34260902},"labels":[],"label_agreement":null},{"id":"W2784728693","doi":"10.1007/s12517-018-3392-y","title":"A nonlinear multiparameter prestack seismic inversion method based on hybrid optimization approach","year":2018,"lang":"en","type":"article","venue":"Arabian Journal of Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Mathematical optimization; Particle swarm optimization; Computer science; Premature convergence; Inversion (geology); Simulated annealing; Nonlinear system; Smoothing; Regularization (linguistics); Global optimization; Optimization problem; Algorithm; Synthetic data; Seismic inversion; Mathematics; Geology; Artificial intelligence; Seismology; Physics","score_opus":0.019998303826939463,"score_gpt":0.24953935289550933,"score_spread":0.22954104906856987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784728693","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2918478,0.000056048633,0.7003639,0.0013465162,0.0007751736,0.0001457214,0.000020560145,0.000049947197,0.0053943484],"genre_scores_gemma":[0.55917543,0.000014949916,0.4376744,0.0028989178,0.00014838071,1.7006889e-7,0.000007446123,0.0000026510038,0.00007768008],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998379,0.00022111471,0.00033538791,0.0002507906,0.00054823677,0.00026549445],"domain_scores_gemma":[0.99894756,0.00018167701,0.0003340401,0.0001752625,0.00019218837,0.00016925516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013983598,0.00013827867,0.00019636971,0.00035856417,0.00026494433,0.00011548164,0.0004979645,0.000043430937,0.0003833336],"category_scores_gemma":[0.00022066268,0.00009674387,0.00010355844,0.00038405368,0.000369105,0.00056305766,0.00001083915,0.00019923551,0.000033036835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032217317,0.00018809222,0.030796181,0.000023615672,0.00001969398,0.00003128751,0.0006108724,0.6844076,0.00007489593,0.000003452489,0.014277533,0.2692446],"study_design_scores_gemma":[0.00028262878,0.0011127251,0.00082773156,0.00005043335,0.000014047286,0.00006153713,0.00020198798,0.9883332,0.0038995775,0.000103782106,0.004982469,0.00012983276],"about_ca_topic_score_codex":0.0004481339,"about_ca_topic_score_gemma":0.0000029464159,"teacher_disagreement_score":0.30392566,"about_ca_system_score_codex":0.000009474569,"about_ca_system_score_gemma":0.00013652536,"threshold_uncertainty_score":0.4197234},"labels":[],"label_agreement":null},{"id":"W2784778329","doi":"10.1190/int-2017-0149.1","title":"Inversion and interpretation of seismic-derived rock properties in the Duvernay play","year":2018,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Geology; Seismic inversion; Seismology; Classification of discontinuities; Seismic to simulation; Lithology; Inversion (geology); Facies; Petrology; Geomorphology; Tectonics; Geometry","score_opus":0.01201725412343029,"score_gpt":0.21406891613465473,"score_spread":0.20205166201122443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784778329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869273,0.00013918996,0.008816685,0.00049921224,0.00015562236,0.00014939245,0.0000047804187,0.000031562722,0.0032762636],"genre_scores_gemma":[0.99796784,0.000028149047,0.00025919048,0.0016608417,0.000024959661,0.0000015042401,0.000014723767,0.000002046407,0.000040770155],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932474,0.00011834639,0.00018257735,0.00013477076,0.00014429723,0.00009526491],"domain_scores_gemma":[0.99966353,0.00007701455,0.00008898985,0.000098391356,0.000054329088,0.000017714789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025822295,0.000075460914,0.00009014085,0.0001112712,0.0000589147,0.000032023803,0.0001422842,0.000032401964,0.000085862],"category_scores_gemma":[0.00007988768,0.000049491966,0.00002253819,0.00011565304,0.000109931054,0.0003240579,0.00001034366,0.00008139677,0.000033302877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007930919,0.000049815662,0.11020077,0.00010934123,0.00002928328,0.0000047624912,0.0977886,0.0015165274,0.007947351,0.000048094724,0.005421717,0.7760906],"study_design_scores_gemma":[0.00014941778,0.00021299295,0.026899692,0.00015076861,0.0000076813585,0.000007339866,0.0021864604,0.95011574,0.019027997,0.0006106314,0.0005555411,0.00007575007],"about_ca_topic_score_codex":0.002423586,"about_ca_topic_score_gemma":0.0001810277,"teacher_disagreement_score":0.9485992,"about_ca_system_score_codex":0.0000055648766,"about_ca_system_score_gemma":0.00001527106,"threshold_uncertainty_score":0.36637533},"labels":[],"label_agreement":null},{"id":"W2785251061","doi":"10.1190/geo2017-0340.1","title":"Computing near-surface velocity models for S-wave static corrections using raypath interferometry","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Surface wave; Inversion (geology); Waveform; Interferometry; Surface (topology); Data processing; Physics; Geology; Geodesy; Acoustics; Optics; Geometry; Seismology; Computer science; Mathematics; Database","score_opus":0.05187316355687209,"score_gpt":0.25775449440292847,"score_spread":0.20588133084605637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785251061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60988116,0.00001740534,0.38843903,0.00003921435,0.00055009674,0.00011130735,0.000050271843,0.000108470325,0.0008030773],"genre_scores_gemma":[0.89241034,0.0000028495751,0.10653038,0.0007455226,0.0001662451,2.090351e-7,0.000040296396,0.0000054195352,0.0000987585],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921656,0.000033260763,0.00014808241,0.00021167478,0.00012342092,0.00026703224],"domain_scores_gemma":[0.99946046,0.00012727492,0.00008039557,0.00015333197,0.00011710293,0.00006141982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001753471,0.00011205089,0.00014143091,0.000023938213,0.0004784449,0.00008718825,0.00011228149,0.000039896862,0.00007940493],"category_scores_gemma":[0.000022469188,0.00010674517,0.000059301485,0.00024955315,0.00015754311,0.00023576169,0.000019080397,0.000110107474,0.00005705141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020297145,0.00016177278,0.02116932,0.0002012412,0.00016469334,0.000007605244,0.009443506,0.091230884,0.0008551067,0.0005024761,0.032637693,0.8434227],"study_design_scores_gemma":[0.000115602204,0.00014031168,0.0011579582,0.00003121307,0.000014988795,0.000003591633,0.00025501588,0.9876417,0.0013584343,0.008357839,0.0007855282,0.00013779696],"about_ca_topic_score_codex":0.0041329744,"about_ca_topic_score_gemma":0.000014687626,"teacher_disagreement_score":0.8964108,"about_ca_system_score_codex":0.000011848145,"about_ca_system_score_gemma":0.000063700085,"threshold_uncertainty_score":0.6247848},"labels":[],"label_agreement":null},{"id":"W2785363821","doi":"","title":"Geologic Record of Intraplate Seismicity in Southern Ontario","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intraplate earthquake; Induced seismicity; Geology; Seismology; Tectonics","score_opus":0.016384458499186613,"score_gpt":0.2174762054999732,"score_spread":0.20109174700078658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785363821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86502653,0.0003904008,0.000015628057,0.000083727726,0.00022663477,0.000119689175,0.000044901997,0.00003651462,0.13405594],"genre_scores_gemma":[0.9591965,0.00021183053,0.0015843519,0.000043798926,0.000012272179,3.009487e-8,0.000445809,0.0000038183953,0.038501564],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999166,0.000064473,0.00013705513,0.00023486688,0.00021679295,0.00018080973],"domain_scores_gemma":[0.99930215,0.00003002115,0.00031450443,0.0001800412,0.00010341505,0.000069855356],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025056812,0.00015370005,0.00038230492,0.00009147399,0.000046044064,0.0000046342957,0.0003562584,0.00024386117,0.030406276],"category_scores_gemma":[0.000012551651,0.00017347476,0.00009609478,0.00006149205,0.0000836495,0.00021712254,0.000013702571,0.00022477175,0.00004589595],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013850979,0.000095693984,0.21605074,0.0002573534,0.00011033735,0.00006184182,0.14684673,0.00019734197,0.00008698559,0.000015224155,0.0148529,0.62003976],"study_design_scores_gemma":[0.0008423674,0.0005078918,0.8463873,0.00031904597,0.00010295573,0.0000032563769,0.13523911,0.004409616,0.00016505609,0.00085540046,0.010632809,0.0005351438],"about_ca_topic_score_codex":0.99621505,"about_ca_topic_score_gemma":0.9819381,"teacher_disagreement_score":0.6303366,"about_ca_system_score_codex":0.000089209294,"about_ca_system_score_gemma":0.0002619971,"threshold_uncertainty_score":0.9704801},"labels":[],"label_agreement":null},{"id":"W2785546602","doi":"10.1190/geo2017-0562.1","title":"Ground-roll attenuation using curvelet downscaling","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Laurentian University; University of Sudbury","funders":"","keywords":"Curvelet; Attenuation; Reflection (computer programming); Geology; Acoustics; Function (biology); Computer science; Optics; Artificial intelligence; Physics; Wavelet transform","score_opus":0.027174494331392417,"score_gpt":0.2429563291734925,"score_spread":0.2157818348421001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785546602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98523945,0.000038103328,0.0057034907,0.00016702281,0.0004672086,0.00006291119,0.000015595093,0.00014144043,0.00816481],"genre_scores_gemma":[0.99382395,0.0000064741507,0.0037794414,0.0015996,0.0005887391,1.7970433e-7,0.000050579634,0.0000031132838,0.00014789992],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935025,0.000031921136,0.00010609947,0.00015999428,0.00015833763,0.00019340699],"domain_scores_gemma":[0.9996634,0.00002991043,0.000055263168,0.0001437267,0.000064264736,0.0000434429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015771572,0.00008122401,0.000083502135,0.00004086857,0.00021195126,0.000052735995,0.00011674798,0.000035593344,0.0005089848],"category_scores_gemma":[0.000013567611,0.000072840434,0.000037568087,0.00018395319,0.00009594905,0.00025834824,0.000008852613,0.000075808945,0.00066521455],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049969716,0.000039759023,0.13296968,0.00002999621,0.00003601999,0.0000081839535,0.001085817,0.0003904284,0.0026765293,0.00048128152,0.016323484,0.8459088],"study_design_scores_gemma":[0.00041308362,0.00026857373,0.1291861,0.00006782439,0.000042204396,0.000021839558,0.00028216565,0.77056843,0.00974765,0.03504404,0.05376483,0.00059324777],"about_ca_topic_score_codex":0.010522025,"about_ca_topic_score_gemma":0.0000356818,"teacher_disagreement_score":0.8453156,"about_ca_system_score_codex":0.0000050740646,"about_ca_system_score_gemma":0.00002493372,"threshold_uncertainty_score":0.996067},"labels":[],"label_agreement":null},{"id":"W2785782420","doi":"","title":"Formation Specific Size Correction for Strength (UCS) on Rotary Sidewall Cores","year":2017,"lang":"en","type":"article","venue":"51st U.S. Rock Mechanics/Geomechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Geology","score_opus":0.018350640957571565,"score_gpt":0.22250854619256483,"score_spread":0.20415790523499328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785782420","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059770644,0.00074275804,0.85389745,0.010506275,0.041077044,0.006110923,0.0018594501,0.0030070895,0.023028389],"genre_scores_gemma":[0.9935396,0.0008740889,0.0016720981,0.0011853866,0.0005927467,0.00003753122,0.00045820407,0.00004071282,0.0015996489],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971617,0.00008968402,0.0005849628,0.0007899438,0.0005923397,0.0007813607],"domain_scores_gemma":[0.9972859,0.0003964361,0.0006461427,0.0011651949,0.00024174343,0.00026458115],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007504562,0.00049477466,0.00045893935,0.00025713525,0.0019140138,0.0005020247,0.0010536227,0.00031871718,0.000690403],"category_scores_gemma":[0.00029218252,0.0004703664,0.00027099365,0.00015589315,0.000015479845,0.0010967755,0.000092815724,0.00042662874,0.00048716686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029571902,0.00070726156,0.00074577925,0.0005213218,0.00030319206,0.000083905885,0.0019280282,0.027261062,0.049488697,0.023971707,0.6281669,0.26386493],"study_design_scores_gemma":[0.0009668678,0.0011348103,0.00007109247,0.00016088093,0.000052045107,0.00004644319,0.00033464856,0.8154208,0.08829928,0.019993806,0.07283251,0.0006867785],"about_ca_topic_score_codex":0.0010505,"about_ca_topic_score_gemma":0.00021276392,"teacher_disagreement_score":0.9337689,"about_ca_system_score_codex":0.000075688986,"about_ca_system_score_gemma":0.000079948804,"threshold_uncertainty_score":0.9997748},"labels":[],"label_agreement":null},{"id":"W2787478749","doi":"10.1155/2018/4931307","title":"3D Seismic Structural Analysis and Basin Modeling of the Matruh Basin, Western Desert, Egypt","year":2018,"lang":"en","type":"article","venue":"International Journal of Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Cenomanian; Structural basin; Cretaceous; Paleontology; Maturity (psychological); Basin modelling; Source rock; Tectonics; Subsidence","score_opus":0.010208076262319867,"score_gpt":0.23606749337496294,"score_spread":0.22585941711264307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787478749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99021274,0.00004525,0.007930742,0.00084248243,0.00052049215,0.000023249311,0.000030255454,0.0000065828312,0.00038821666],"genre_scores_gemma":[0.9965852,0.000030846604,0.00198793,0.0010323683,0.00028030048,3.9509217e-8,0.000005045692,0.0000022907777,0.000075983386],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990957,0.000046254358,0.00027647862,0.00008530767,0.0004045679,0.00009172607],"domain_scores_gemma":[0.99915475,0.000048956423,0.00027103606,0.00009821973,0.00038702635,0.000040028797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001820944,0.00007876068,0.00016190221,0.00015047663,0.00006419058,0.000052256226,0.00040264794,0.000027241309,0.00012578476],"category_scores_gemma":[0.000026727777,0.00005106969,0.00013196153,0.00018655806,0.00012506687,0.00028154455,0.000029783976,0.00012337315,0.000005186535],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009414123,0.000013983442,0.9161339,0.0000074634554,0.0006007316,0.000008180579,0.00062623376,0.010206988,0.00018900946,0.000039226925,0.0005344213,0.07154573],"study_design_scores_gemma":[0.00021702336,0.000078686186,0.21113299,0.00005374961,0.00015759392,0.000070267015,0.000107775275,0.7806635,0.0023204198,0.004332541,0.00077142904,0.00009405928],"about_ca_topic_score_codex":0.002893051,"about_ca_topic_score_gemma":0.000042631742,"teacher_disagreement_score":0.7704565,"about_ca_system_score_codex":0.000008187821,"about_ca_system_score_gemma":0.000045492987,"threshold_uncertainty_score":0.43734467},"labels":[],"label_agreement":null},{"id":"W2789647322","doi":"10.1108/ec-12-2016-0438","title":"A multi-block finite difference method for seismic wave equation in auxiliary coordinate system with irregular fluid–solid interface","year":2018,"lang":"en","type":"article","venue":"Engineering Computations","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Science Foundation","keywords":"Coordinate system; Interface (matter); Transformation (genetics); Grid; Finite difference; Finite difference method; Cylindrical coordinate system; Geometry; Mathematical analysis; Computer science; Mathematics; Mechanics; Physics","score_opus":0.022673224389180766,"score_gpt":0.25071263224515233,"score_spread":0.22803940785597157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789647322","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05790988,0.000057543482,0.94098663,0.0001546216,0.00023149412,0.00028136704,0.000034658562,0.00028367227,0.000060117894],"genre_scores_gemma":[0.74396014,0.0000012427506,0.25577998,0.000075936165,0.00003951858,0.000008587701,0.000045136763,0.0000066714438,0.00008278167],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991925,0.00004291283,0.00020135206,0.00023581447,0.00010448506,0.0002229703],"domain_scores_gemma":[0.999341,0.00033030668,0.000052538126,0.00013128518,0.000087486624,0.0000573922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002500975,0.00013948082,0.00016301595,0.00021573102,0.00010705118,0.00004775454,0.000118028314,0.0000463095,0.000011178461],"category_scores_gemma":[0.000058340414,0.00012462321,0.00003114599,0.00027922654,0.000033936845,0.000116310635,0.000010603087,0.00010510598,0.000024850971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018261031,0.000013016038,0.0007004291,0.00007889779,0.000017503087,0.0000036111228,0.00067459594,0.98735213,0.000349175,0.000048056296,0.0002275534,0.010516777],"study_design_scores_gemma":[0.00035172765,0.00014208505,0.0070040175,0.00020321723,0.000011061721,0.000017774553,0.00016785222,0.98954564,0.0019879027,0.00004013506,0.00036485333,0.0001637543],"about_ca_topic_score_codex":0.00068159925,"about_ca_topic_score_gemma":0.00003327175,"teacher_disagreement_score":0.68605024,"about_ca_system_score_codex":0.000023302347,"about_ca_system_score_gemma":0.00003266018,"threshold_uncertainty_score":0.50819874},"labels":[],"label_agreement":null},{"id":"W2789713209","doi":"10.1002/2018gl076995","title":"Numerical Solutions of the Mean‐Value Theorem: New Methods for Downward Continuation of Potential Fields","year":2018,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Chinese Academy of Geological Sciences; China Geological Survey; Natural Resources Canada; National Natural Science Foundation of China","keywords":"Continuation; Analytic continuation; Divergence (linguistics); Taylor series; Mathematics; Applied mathematics; Series (stratigraphy); Fourier transform; Stability (learning theory); Interpretation (philosophy); Mathematical analysis; Computer science; Geology","score_opus":0.05241514884754016,"score_gpt":0.35705895222286754,"score_spread":0.30464380337532737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789713209","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1878106,0.00007902093,0.7769983,0.031502564,0.0005585074,0.00065384567,0.000041487066,0.00004993192,0.0023057442],"genre_scores_gemma":[0.9778804,0.000003886731,0.020390278,0.0012550227,0.00029555408,0.000002198359,0.000009519592,0.0000026958983,0.00016045621],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998504,0.00044555982,0.00017046565,0.00016727767,0.00039649146,0.00031622453],"domain_scores_gemma":[0.9988786,0.0005763627,0.0000628372,0.00023898337,0.00017207064,0.00007112986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011590782,0.000064910295,0.0001402017,0.00006944521,0.00020120968,0.000017921191,0.00036814067,0.000046107547,0.00018386985],"category_scores_gemma":[0.00050413096,0.000042213414,0.00013749246,0.00030691095,0.0006831115,0.00008439185,0.000036916244,0.00020090454,0.00002011103],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033170712,0.00007138494,0.0008977856,0.000046760382,0.000054913537,5.7581997e-7,0.0011043283,0.0002598251,0.07958009,0.0075013624,0.2489885,0.6611628],"study_design_scores_gemma":[0.0010803639,0.0014654463,0.039389428,0.00013000917,0.00006817748,0.0000045385955,0.00037927766,0.37103903,0.38317326,0.15901478,0.043903414,0.00035228854],"about_ca_topic_score_codex":0.009018131,"about_ca_topic_score_gemma":0.000010008381,"teacher_disagreement_score":0.7900698,"about_ca_system_score_codex":0.00000528186,"about_ca_system_score_gemma":0.00008548819,"threshold_uncertainty_score":0.9975809},"labels":[],"label_agreement":null},{"id":"W2790015183","doi":"10.4095/306429","title":"Structural style and timing of deformation on the Bathurst Fault (eastern Slave Craton): implications for basement fault-controlled fluid pathways","year":2018,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Fault (geology); Basement; Style (visual arts); Craton; Deformation (meteorology); Seismology; Geochemistry; Tectonics; Archaeology; History","score_opus":0.05409019203229902,"score_gpt":0.27012524539620597,"score_spread":0.21603505336390694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790015183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5868109,0.0018623162,0.015288203,0.0074406187,0.002552963,0.009289271,0.005494462,0.0005931849,0.37066808],"genre_scores_gemma":[0.99502677,0.00025109499,0.0011744705,0.000928072,0.00020194004,0.000035372435,0.0009333107,0.00000911505,0.0014398693],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985204,0.000058848214,0.0005105133,0.00028613224,0.00036895685,0.00025518707],"domain_scores_gemma":[0.99845904,0.00035082828,0.00042650584,0.00035066047,0.0003412765,0.000071660535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009126078,0.00023874728,0.0003803767,0.00014018778,0.00032989698,0.000087819135,0.00023793562,0.00013849195,0.0008174116],"category_scores_gemma":[0.00019334293,0.00013302939,0.00014661868,0.00007661899,0.00011999613,0.0001472244,0.000020134485,0.00013220025,0.0000153112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005200731,0.000042577714,0.013125307,0.0004831701,0.00037201997,0.0000010958115,0.0015793054,0.00010444312,0.00032318587,0.00073651026,0.3953695,0.5873428],"study_design_scores_gemma":[0.0035507004,0.0017686174,0.022400599,0.0006317634,0.00047092358,0.000089145666,0.002606072,0.82817423,0.009367374,0.0045725578,0.12515798,0.001210029],"about_ca_topic_score_codex":0.00284753,"about_ca_topic_score_gemma":0.00014591709,"teacher_disagreement_score":0.8280698,"about_ca_system_score_codex":0.000023555407,"about_ca_system_score_gemma":0.00020484449,"threshold_uncertainty_score":0.8950084},"labels":[],"label_agreement":null},{"id":"W2790255858","doi":"10.1088/1361-6420/aaaf8e","title":"Total variation regularization for seismic waveform inversion using an adaptive primal dual hybrid gradient method","year":2018,"lang":"en","type":"article","venue":"Inverse Problems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Key Research and Development Program of China; China Scholarship Council; Fundamental Research Funds for the Central Universities; University of Calgary","keywords":"Total variation denoising; Maxima and minima; Mathematics; Seismogram; Inversion (geology); Mathematical optimization; Norm (philosophy); Perturbation (astronomy); Algorithm; Applied mathematics; Mathematical analysis; Geology; Computer science; Physics; Seismology","score_opus":0.03764289649480436,"score_gpt":0.25408015947217905,"score_spread":0.2164372629773747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790255858","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3350197,0.000020441823,0.6609205,0.0002898411,0.00089048926,0.00084004534,0.000120529985,0.0002899068,0.0016085568],"genre_scores_gemma":[0.8229488,0.0000060704438,0.1747281,0.0012549602,0.00035303034,0.0000051299066,0.00040849682,0.0000129565915,0.0002824584],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851143,0.0001254016,0.00028238533,0.00044188026,0.0002731419,0.00036578582],"domain_scores_gemma":[0.99918294,0.00004978496,0.00019623527,0.00022323382,0.0002032802,0.00014454215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074325665,0.00019100546,0.00017805953,0.00020690048,0.0004257255,0.000079986654,0.00014348475,0.00009673648,0.0002541385],"category_scores_gemma":[0.000042259115,0.00017415249,0.00007549454,0.00022791831,0.00013655725,0.0009554075,0.000024340308,0.00011948595,0.000054714197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027486107,0.0007479173,0.010361957,0.000489163,0.00046077883,0.00004522331,0.024638586,0.17880833,0.037767615,0.0057434146,0.04786804,0.6903204],"study_design_scores_gemma":[0.00046138244,0.0008860702,0.00042416784,0.00003872846,0.000042776293,0.0000504373,0.00024564832,0.9666923,0.015249292,0.011753112,0.0039072335,0.0002488461],"about_ca_topic_score_codex":0.0054050703,"about_ca_topic_score_gemma":0.000058482547,"teacher_disagreement_score":0.787884,"about_ca_system_score_codex":0.00005686388,"about_ca_system_score_gemma":0.000107590284,"threshold_uncertainty_score":0.81708854},"labels":[],"label_agreement":null},{"id":"W2790736834","doi":"10.1190/int-2017-0169.1","title":"Integrated shale-gas reservoir characterization: A case study incorporating multicomponent seismic data","year":2018,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Shell Canada","keywords":"Geology; Reservoir modeling; Seismic to simulation; Oil shale; Workflow; Seismic inversion; Well logging; Petrology; Petrophysics; Brittleness; Petroleum engineering; Hydraulic fracturing; Seismology; Porosity; Geotechnical engineering; Database; Computer science","score_opus":0.0453438551787907,"score_gpt":0.2840881711566075,"score_spread":0.2387443159778168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790736834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711035,0.000013243474,0.026740555,0.0003405966,0.00045024842,0.00033904458,0.00012471413,0.00023530444,0.00065283326],"genre_scores_gemma":[0.99480635,0.00000202782,0.0025101802,0.00087632064,0.00014307602,0.0000029185703,0.0015654003,0.0000062147174,0.00008753676],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987152,0.00020424946,0.00032742432,0.0003928238,0.00020001664,0.00016027065],"domain_scores_gemma":[0.9990193,0.000078684585,0.0001660192,0.00051171915,0.00015719833,0.00006704506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050264574,0.00013942433,0.0001381471,0.00015070614,0.00023088438,0.0001486154,0.0003930912,0.00004545441,0.0004108609],"category_scores_gemma":[0.00012964194,0.00011789217,0.000020522462,0.0002594323,0.000104517756,0.00082078704,0.00006427295,0.0001497251,0.00024092801],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024051416,0.00018283146,0.21631359,0.00002722852,0.00007113252,0.0008681691,0.012462753,0.00015494239,0.0016530487,0.0000044129515,0.0027363184,0.7652851],"study_design_scores_gemma":[0.00021283336,0.00031240974,0.0051904153,0.000057501795,0.000019037529,0.0003659007,0.0036828099,0.98798245,0.000528837,0.000080296806,0.0014221851,0.0001453019],"about_ca_topic_score_codex":0.015016695,"about_ca_topic_score_gemma":0.0008143988,"teacher_disagreement_score":0.98782754,"about_ca_system_score_codex":0.000012664686,"about_ca_system_score_gemma":0.000046162077,"threshold_uncertainty_score":0.9915424},"labels":[],"label_agreement":null},{"id":"W2790989335","doi":"10.1190/geo2017-0275.1","title":"An efficient tomographic inversion method based on the stochastic approximation","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Inversion (geology); Tomography; Computer science; Algorithm; Mathematical optimization; Seismic tomography; Nonlinear system; Inverse problem; Synthetic data; Iterative method; Mathematics; Applied mathematics; Geology; Mathematical analysis; Physics; Seismology","score_opus":0.013429742712290818,"score_gpt":0.23325483009343254,"score_spread":0.2198250873811417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790989335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7107751,0.0000093217195,0.28091067,0.0012985597,0.0004127565,0.00029264088,0.00002474809,0.00026714336,0.006009081],"genre_scores_gemma":[0.98988026,4.2342114e-7,0.0053900154,0.004517644,0.00013912075,0.0000014096496,0.00004558655,0.0000029941546,0.000022563163],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917895,0.00012990914,0.000083307124,0.00019338459,0.00024701527,0.00016743162],"domain_scores_gemma":[0.99938947,0.00015232731,0.000051839263,0.00029888764,0.00005363248,0.000053853368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039232656,0.000093721996,0.000070892376,0.0000727355,0.000295504,0.000046149904,0.00020734174,0.00003390849,0.00034878092],"category_scores_gemma":[0.000023805916,0.000060305247,0.000043859018,0.0002897708,0.00012213178,0.00005823566,0.000005547276,0.00010578612,0.0003007282],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003170547,0.00037626567,0.005018152,0.000044684464,0.00003343312,0.0000044704925,0.0021161928,0.1920661,0.001044926,0.0056628827,0.03472309,0.7585927],"study_design_scores_gemma":[0.00007730888,0.00027151877,0.0031490715,0.000014758755,0.000008024709,4.468451e-7,0.00009879693,0.99089044,0.001587863,0.0031892788,0.00062304793,0.00008945639],"about_ca_topic_score_codex":0.0007916767,"about_ca_topic_score_gemma":0.000005147911,"teacher_disagreement_score":0.7988243,"about_ca_system_score_codex":0.000003536326,"about_ca_system_score_gemma":0.000022002741,"threshold_uncertainty_score":0.3865353},"labels":[],"label_agreement":null},{"id":"W2791424489","doi":"10.1002/2017jb014633","title":"Shear Modulus Dispersion in Cracked and Fluid‐Saturated Quartzites: Experimental Observations and Modeling","year":2018,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Australian National University; University of Alberta","keywords":"Saturation (graph theory); Shear (geology); Shear modulus; Porosity; Mineralogy; Materials science; Bulk modulus; Dispersion (optics); Composite material; Moduli; Elastic modulus; Geotechnical engineering; Geology; Optics","score_opus":0.08063912494904445,"score_gpt":0.3446936720364523,"score_spread":0.26405454708740783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791424489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804854,0.00049774646,0.0001545971,0.00087739585,0.00007702384,0.000086034845,0.0000065942527,0.000011458067,0.00024061577],"genre_scores_gemma":[0.9979165,0.00024853967,0.0013428166,0.0001896076,0.00020887169,3.5125083e-7,0.000004228516,0.0000035524533,0.000085483036],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99845576,0.0001789429,0.0002608728,0.00017100565,0.0006163053,0.00031710198],"domain_scores_gemma":[0.9991328,0.0001621287,0.000051187995,0.000099340185,0.00034664726,0.00020785711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009612114,0.00009202513,0.00019782042,0.00024843117,0.00023278838,0.0001124466,0.00013403915,0.000051922943,0.00009742523],"category_scores_gemma":[0.00022590935,0.00006983546,0.000037042257,0.00033804556,0.00033815656,0.00055546325,0.000034071407,0.00042811243,0.000017900264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005889359,0.0018142626,0.22071363,0.0002974659,0.00026924154,0.00061586744,0.03202738,0.005414772,0.32433468,0.001611077,0.03962254,0.3673897],"study_design_scores_gemma":[0.00044358338,0.0011564161,0.047468197,0.000121701174,0.0000032256037,0.00002562625,0.0013416316,0.9405233,0.005951548,0.00212731,0.00073548325,0.000101973135],"about_ca_topic_score_codex":0.0023850172,"about_ca_topic_score_gemma":0.00003843283,"teacher_disagreement_score":0.93510854,"about_ca_system_score_codex":0.000010615166,"about_ca_system_score_gemma":0.0000947965,"threshold_uncertainty_score":0.36054486},"labels":[],"label_agreement":null},{"id":"W2791472827","doi":"10.1007/s00603-018-1428-y","title":"Rock Mass Characteristics and Tomographic Data","year":2018,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Rock mass classification; Geology; Geotechnical engineering","score_opus":0.012791178142179895,"score_gpt":0.1945237426897554,"score_spread":0.1817325645475755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791472827","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026565647,0.0013101636,0.97028196,0.00025673836,0.00075969053,0.00013805025,0.0001767376,0.00032542928,0.00018560128],"genre_scores_gemma":[0.99683183,0.00074971543,0.0017550479,0.00028808392,0.00020668573,4.9946556e-7,0.00008345806,0.00000827415,0.00007638874],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991557,0.000009645307,0.00015129722,0.00030683633,0.00012527313,0.00025124536],"domain_scores_gemma":[0.9994902,0.000041430532,0.000040839233,0.00028503992,0.000031355303,0.00011111324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015955909,0.000150727,0.00015566085,0.000115223396,0.00020717362,0.00007220514,0.0002237633,0.000076024335,0.00011242371],"category_scores_gemma":[0.000048884056,0.00013458208,0.000016524556,0.00013931052,0.0000010727546,0.0002113741,0.0000895778,0.00013718242,0.000024877882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006325481,0.0003316759,0.22099282,0.004074632,0.0016585819,0.00049054454,0.0058596204,0.03638625,0.042374417,0.048663054,0.13474295,0.5037929],"study_design_scores_gemma":[0.00007694438,0.00008368613,0.0009059556,0.000050908053,0.000016446656,0.000030488309,0.00003599416,0.9694452,0.00039585173,0.0003983228,0.028372107,0.0001880874],"about_ca_topic_score_codex":0.00010987319,"about_ca_topic_score_gemma":0.0000051733855,"teacher_disagreement_score":0.9702662,"about_ca_system_score_codex":0.000001971216,"about_ca_system_score_gemma":0.000011206939,"threshold_uncertainty_score":0.54880977},"labels":[],"label_agreement":null},{"id":"W2792042394","doi":"10.1190/int-2018-0006.1","title":"Coherence attribute applications on seismic data in various guises — Part 1","year":2018,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Coherence (philosophical gambling strategy); Computer science; Computation; Seismic inversion; Classification of discontinuities; Amplitude; Bandwidth (computing); Algorithm; Geology; Seismology; Optics; Mathematics; Physics; Telecommunications; Statistics","score_opus":0.03228016412159657,"score_gpt":0.27844571295968484,"score_spread":0.24616554883808828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792042394","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29714033,0.0006889796,0.540444,0.006127228,0.0022706932,0.0019323807,0.0014410869,0.0011507932,0.1488045],"genre_scores_gemma":[0.99486405,0.000014315973,0.0012474579,0.0030490288,0.000098435965,0.0000057503225,0.00054885563,0.0000022848878,0.0001698495],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926645,0.00004843673,0.000161616,0.00026415166,0.00012530005,0.00013402154],"domain_scores_gemma":[0.99936104,0.000101340156,0.00005839144,0.00040256555,0.0000422039,0.00003444084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002302778,0.00007388042,0.00007672124,0.00009169881,0.00007087247,0.000044005163,0.00037675627,0.000036814898,0.0005795271],"category_scores_gemma":[0.000068458154,0.000066412445,0.0000125849665,0.00017603739,0.00008959586,0.00024296805,0.00001980145,0.00009033885,0.0010102275],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065217595,0.000037234044,0.05695243,0.000012085259,0.000009667988,0.0000036578297,0.000566073,0.00036568576,0.000045696772,0.000071991344,0.06488836,0.8769819],"study_design_scores_gemma":[0.00018764359,0.00025519312,0.024975115,0.00012504707,0.000010554244,0.000008430156,0.00013531263,0.7326134,0.002036282,0.0040722084,0.23537086,0.00020996702],"about_ca_topic_score_codex":0.0024347205,"about_ca_topic_score_gemma":0.00031237397,"teacher_disagreement_score":0.8767719,"about_ca_system_score_codex":0.000007871376,"about_ca_system_score_gemma":0.000030891,"threshold_uncertainty_score":0.9997676},"labels":[],"label_agreement":null},{"id":"W2792328331","doi":"10.1190/int-2017-0202.1","title":"Determination of target-oriented parameters for computation of curvature attributes","year":2018,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Curvature; Geology; Context (archaeology); Horizon; Computation; Computer science; Geometry; Mathematics; Algorithm; Paleontology","score_opus":0.01432048242372967,"score_gpt":0.25849459808600683,"score_spread":0.24417411566227717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792328331","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25299022,0.000053366723,0.74590325,0.000102830156,0.00027581508,0.0001609541,0.000061470426,0.000032027987,0.00042006557],"genre_scores_gemma":[0.91171926,0.0000019124232,0.087911725,0.0001409273,0.00001759974,0.0000012275527,0.00019267928,0.0000016580465,0.000013005479],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994977,0.000032004624,0.00019910432,0.00009809946,0.000102073886,0.00007102709],"domain_scores_gemma":[0.9993508,0.00013148124,0.00018323546,0.000055124558,0.00026328897,0.000016102107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016929636,0.000052465064,0.0000956443,0.00010019377,0.000031103726,0.000006554196,0.00006126775,0.00003982582,0.00004158293],"category_scores_gemma":[0.00015024592,0.00004689409,0.000043086748,0.000117504744,0.00009582788,0.00017515477,0.0000026913,0.00002837052,0.000004465689],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048914895,0.00004204049,0.06116859,0.00018616316,0.000034572113,2.846723e-7,0.0036184858,0.0007664519,0.00373118,0.0001961836,0.005056735,0.92471015],"study_design_scores_gemma":[0.00016163182,0.00045829325,0.008099998,0.00008103773,0.0000142853505,9.830845e-7,0.00011896535,0.8533912,0.13308974,0.003936555,0.0005878967,0.000059451],"about_ca_topic_score_codex":0.00025424117,"about_ca_topic_score_gemma":0.0000098595365,"teacher_disagreement_score":0.9246507,"about_ca_system_score_codex":0.0000035516557,"about_ca_system_score_gemma":0.00001387333,"threshold_uncertainty_score":0.19122854},"labels":[],"label_agreement":null},{"id":"W2792375645","doi":"10.1190/geo2017-0788.1","title":"Multicomponent microseismic data denoising by 3D shearlet transform","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China; Microseismic Industry Consortium","keywords":"Shearlet; Microseism; Noise reduction; Computer science; Noise (video); SIGNAL (programming language); Signal processing; Pattern recognition (psychology); Data processing; Algorithm; Artificial intelligence; Geology; Seismology; Wavelet; Telecommunications; Image (mathematics)","score_opus":0.020997201142460595,"score_gpt":0.23558298980978803,"score_spread":0.21458578866732744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792375645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967786,0.0006346949,0.014992795,0.0021935995,0.00092745066,0.00030040287,0.0011047369,0.00046239825,0.011597883],"genre_scores_gemma":[0.9889904,0.00006412313,0.005465497,0.0037661626,0.0002922135,3.4015594e-7,0.001032152,0.0000069319926,0.0003821736],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899864,0.000026526615,0.00015093766,0.00032248182,0.00018931746,0.0003121103],"domain_scores_gemma":[0.9993031,0.000039613602,0.000042221334,0.00050004077,0.00003241746,0.000082621395],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016790585,0.00013055376,0.00012984981,0.00003416965,0.00023299792,0.000076534925,0.0005224593,0.000046399746,0.0004168033],"category_scores_gemma":[0.0000075159705,0.000114893395,0.000030387992,0.0001247857,0.0001892491,0.00038160814,0.00003097388,0.00012912956,0.0009348712],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032154523,0.000045266614,0.0028855128,0.000018071823,0.000021923235,0.0000045862243,0.0004672544,0.000007129904,0.006059726,0.0000096242,0.25759032,0.7328584],"study_design_scores_gemma":[0.00043598437,0.0001893475,0.004928536,0.000045709527,0.00003466286,0.000016043963,0.00015409014,0.13965064,0.033704866,0.0015981909,0.8187764,0.00046549147],"about_ca_topic_score_codex":0.008496142,"about_ca_topic_score_gemma":0.000029979032,"teacher_disagreement_score":0.73239297,"about_ca_system_score_codex":0.0000050400427,"about_ca_system_score_gemma":0.000028788749,"threshold_uncertainty_score":0.999843},"labels":[],"label_agreement":null},{"id":"W2792496356","doi":"10.1071/aseg2018abw8_3f","title":"Fast-Tracking Gold Exploration Below 300m around a mature mine complex – 3D Seismic Case History of the Darlot – Centenary Gold Mine","year":2018,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geology; Tracking (education); Mining engineering; Seismology; Sociology","score_opus":0.03564160311757663,"score_gpt":0.23804119236469398,"score_spread":0.20239958924711735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792496356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778192,0.00089936715,0.00017370399,0.0025014265,0.0017990163,0.0004382215,0.00024302087,0.00024204089,0.015883982],"genre_scores_gemma":[0.99057496,0.000035826793,0.0019049931,0.0030894426,0.0003173337,0.000002198273,0.00022647697,0.000013377965,0.0038354197],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825156,0.00010115375,0.00045187597,0.0003949021,0.00039773583,0.00040275799],"domain_scores_gemma":[0.99868274,0.00011275296,0.00037279254,0.00051882607,0.00017385381,0.00013905508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000372185,0.000259265,0.00025824495,0.0001397303,0.00014568091,0.00004814379,0.0003685891,0.0001343958,0.00047990592],"category_scores_gemma":[0.000088981375,0.00019433771,0.00011511427,0.00021448046,0.0004216703,0.0006932148,0.000036844125,0.00032453254,0.00010653162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022622893,0.0002719935,0.0024909016,0.00015504104,0.000081823164,0.0009085021,0.0024480312,0.0016946902,0.004084061,0.000038925256,0.5751927,0.4124071],"study_design_scores_gemma":[0.0016478258,0.0008985665,0.33251897,0.0005619276,0.00020636494,0.0044035674,0.0042563593,0.13680792,0.01351935,0.0015286893,0.50234187,0.001308601],"about_ca_topic_score_codex":0.009614637,"about_ca_topic_score_gemma":0.0009003162,"teacher_disagreement_score":0.4110985,"about_ca_system_score_codex":0.000058315625,"about_ca_system_score_gemma":0.00014147577,"threshold_uncertainty_score":0.9969804},"labels":[],"label_agreement":null},{"id":"W2793287482","doi":"10.1111/1755-6724.13512","title":"Petroleum Distribution Characteristics of the Americas and the Exploration Prospect Analysis","year":2018,"lang":"en","type":"article","venue":"Acta Geologica Sinica - English Edition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Oil shale; Geology; Natural gas; Unconventional oil; Shale oil; Source rock; Anticline; Petroleum; Paleozoic; Geochemistry; Dolomite; Fossil fuel; Tight oil; Sedimentary rock; Structural basin; Sedimentary basin; Paleontology","score_opus":0.012469264946831949,"score_gpt":0.2151720148682756,"score_spread":0.20270274992144366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793287482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98665285,0.00004958813,0.0025093984,0.005572815,0.0009818346,0.00026948287,0.00024970583,0.00013213861,0.0035821695],"genre_scores_gemma":[0.99821675,0.00015776204,0.00010131087,0.00051718316,0.0005002637,0.000003956987,0.00045822322,0.0000013189426,0.00004323776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990447,0.00020536149,0.00023706943,0.00018639337,0.00019286625,0.00013359943],"domain_scores_gemma":[0.9989873,0.0002684003,0.00027520602,0.0002548269,0.0001856713,0.00002859581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005578432,0.00009000041,0.00018870403,0.000038048107,0.00028807597,0.000046790406,0.00019428311,0.00006336757,0.0003268556],"category_scores_gemma":[0.00084146013,0.000046036737,0.000090916896,0.00041573774,0.0010547092,0.00026258448,0.000028294808,0.00013523953,0.0000061964197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007673125,0.00014694886,0.82649374,0.000030029012,0.000409826,0.000002080939,0.0034800337,0.000058837082,0.0001562501,0.0020280886,0.11540484,0.05102204],"study_design_scores_gemma":[0.00034335605,0.00026258343,0.939916,0.000013026619,0.0002788989,0.0000023499024,0.00047869867,0.02020654,0.00081953424,0.0025332659,0.035022598,0.00012313075],"about_ca_topic_score_codex":0.00039397704,"about_ca_topic_score_gemma":0.000021270325,"teacher_disagreement_score":0.113422304,"about_ca_system_score_codex":0.0000051121187,"about_ca_system_score_gemma":0.0000153437,"threshold_uncertainty_score":0.38861197},"labels":[],"label_agreement":null},{"id":"W2793673453","doi":"10.1190/geo2017-0512.1","title":"Estimation of δ and <i>C</i><sub>13</sub> of organic-rich shale from laser ultrasonic technique measurement","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council","keywords":"Ultrasonic sensor; Anisotropy; Oil shale; Lookup table; Acoustics; Attenuation; Computer science; Filter (signal processing); Synthetic data; Noise (video); Algorithm; Materials science; Geology; Optics; Image (mathematics); Physics; Artificial intelligence; Computer vision","score_opus":0.011483863180307235,"score_gpt":0.19377733857737373,"score_spread":0.1822934753970665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793673453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99122494,0.00010203605,0.0073764133,0.000049088252,0.00006716115,0.00013567584,0.00005295263,0.000054185,0.000937567],"genre_scores_gemma":[0.99655837,0.000047706344,0.0031269405,0.00016437459,0.000051604293,0.0000012188885,0.00003814152,0.0000038006988,0.000007865552],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992458,0.000033139975,0.0001757793,0.00016016554,0.00026180048,0.00012329449],"domain_scores_gemma":[0.99947983,0.000047807316,0.00012312352,0.00018433359,0.00012685751,0.00003803699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021813053,0.000092485076,0.0001508756,0.00004226995,0.000054096236,0.000010361903,0.00011502331,0.000049841525,0.00010587414],"category_scores_gemma":[0.00004132636,0.00008259065,0.00002674559,0.00017717552,0.00014949516,0.00013603976,0.00001244949,0.000068996436,0.000036917794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079892336,0.000111747024,0.050784074,0.0001244084,0.00007082815,0.0000018391959,0.0010372907,0.000097322416,0.5038189,0.000052205058,0.0069641536,0.43685734],"study_design_scores_gemma":[0.000111553905,0.000154753,0.022708943,0.00006119385,0.00002186582,0.0000014022081,0.000045510675,0.0060158907,0.9657567,0.0048891376,0.00013775637,0.00009528207],"about_ca_topic_score_codex":0.0017135796,"about_ca_topic_score_gemma":0.000063402986,"teacher_disagreement_score":0.4619378,"about_ca_system_score_codex":0.0000047377293,"about_ca_system_score_gemma":0.000045505298,"threshold_uncertainty_score":0.3367949},"labels":[],"label_agreement":null},{"id":"W2794180377","doi":"10.1093/gji/ggy037","title":"Interparameter trade-off quantification and reduction in isotropic-elastic full-waveform inversion: synthetic experiments and Hussar land data set application","year":2018,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hessian matrix; Isotropy; Inversion (geology); Eigenvalues and eigenvectors; Spurious relationship; Algorithm; Mathematical optimization; Mathematics; Computer science; Applied mathematics; Geology; Physics; Optics; Seismology; Statistics","score_opus":0.032532686627017963,"score_gpt":0.2788782078157705,"score_spread":0.24634552118875253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794180377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925403,0.00009477706,0.0039420156,0.0023403245,0.0005492343,0.00009221537,0.000030062176,0.000024198302,0.0003868883],"genre_scores_gemma":[0.9978666,0.00016405231,0.0010995236,0.00026804453,0.00040730048,0.0000011358596,0.00014996163,0.000003280409,0.000040150153],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990777,0.000051559982,0.00022534317,0.00028100086,0.0002291406,0.0001352628],"domain_scores_gemma":[0.99955565,0.000050703933,0.000108787775,0.00016172245,0.000039920298,0.00008319347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020050394,0.00010009126,0.00010624961,0.0001449261,0.00012334646,0.00012790337,0.00025448258,0.000047798236,0.00017216662],"category_scores_gemma":[0.000039251456,0.00008285113,0.000019271347,0.00008545791,0.00018675088,0.0006109809,0.000049380178,0.00019699262,0.00006910648],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005337647,0.00015975792,0.061695453,0.000021485317,0.000089570705,0.000014234915,0.0015792686,0.00004300038,0.009009377,0.00033819187,0.008106225,0.91840965],"study_design_scores_gemma":[0.0008428314,0.00045305942,0.15384193,0.00014410164,0.000031470812,0.00067179074,0.00065990194,0.81283396,0.0033651951,0.0061413688,0.020699102,0.0003152884],"about_ca_topic_score_codex":0.00043692382,"about_ca_topic_score_gemma":0.00002222298,"teacher_disagreement_score":0.9180944,"about_ca_system_score_codex":0.000017193282,"about_ca_system_score_gemma":0.000016325746,"threshold_uncertainty_score":0.33785713},"labels":[],"label_agreement":null},{"id":"W2794472926","doi":"10.1190/geo2017-0700.1","title":"Source estimation for wavefield-reconstruction inversion","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Computer science; Maxima and minima; Algorithm; Projection (relational algebra); Mathematical optimization; Geology; Mathematics; Seismology; Mathematical analysis","score_opus":0.011280365209046277,"score_gpt":0.2102208252286132,"score_spread":0.19894046001956694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794472926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81229264,0.000019754629,0.17656963,0.00056669064,0.0009988495,0.00019602719,0.000019241834,0.00025129973,0.00908587],"genre_scores_gemma":[0.9799447,0.0000048282654,0.017890103,0.0012620714,0.00032274588,9.001853e-7,0.0000657094,0.000002337146,0.00050659454],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958205,0.000011217655,0.00007719767,0.00012551031,0.00007782292,0.00012622158],"domain_scores_gemma":[0.99972755,0.00004187423,0.000044419892,0.00009861384,0.000054514938,0.000033026812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079402125,0.00005930073,0.000059714603,0.00003590074,0.00018666202,0.000025981495,0.000070779315,0.000039126244,0.0002279305],"category_scores_gemma":[0.00002147757,0.000053677915,0.000035801324,0.0000848933,0.000077078446,0.00019864072,0.0000046401587,0.000043349137,0.0003171094],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013295576,0.0000028743912,0.002327028,0.0000069092816,0.0000029128557,4.8899004e-8,0.00009912107,0.000051203362,0.00007743661,0.00007607688,0.0143223815,0.9830207],"study_design_scores_gemma":[0.00019479364,0.00022525853,0.0026724346,0.000020736508,0.000012609938,0.00000618259,0.00014378697,0.9132389,0.013670246,0.024878824,0.044792693,0.00014356383],"about_ca_topic_score_codex":0.00086440775,"about_ca_topic_score_gemma":0.000009228264,"teacher_disagreement_score":0.98287714,"about_ca_system_score_codex":0.000002988092,"about_ca_system_score_gemma":0.000015449206,"threshold_uncertainty_score":0.40759057},"labels":[],"label_agreement":null},{"id":"W2796124614","doi":"","title":"Statistical Analysis of Seismicity Associated with Hydraulic Fracturing in Western Canada","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Hydraulic fracturing; Induced seismicity; Geology; Statistical analysis; Seismology; Geotechnical engineering; Statistics; Mathematics","score_opus":0.017221630943096637,"score_gpt":0.2280598450554073,"score_spread":0.21083821411231066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796124614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944471,0.00007759467,0.00044987528,0.00027159232,0.000049678776,0.000040125597,0.0000640759,0.000035911213,0.004564013],"genre_scores_gemma":[0.997883,0.0000026401449,0.00075803,0.0011239089,0.000011653665,3.674828e-7,0.00013028207,0.0000030237925,0.00008705349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883753,0.00012416951,0.00023816795,0.00018327427,0.0003731352,0.00024375167],"domain_scores_gemma":[0.9992965,0.00024302813,0.00014126251,0.00011801897,0.00007693309,0.00012428907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006562411,0.00010186725,0.00027625106,0.00016795217,0.000034333654,0.000020862612,0.00014369244,0.000042134387,0.000019154997],"category_scores_gemma":[0.0002958531,0.00008221364,0.000021697559,0.00046342026,0.00004504845,0.000109852925,0.0000118679145,0.00014337967,0.0000033930799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012910935,0.0000075457697,0.9812655,0.0000035800163,0.000059713806,0.000019802423,0.00018801179,0.013751714,0.0000011741754,6.9441353e-7,0.0031298392,0.0015595487],"study_design_scores_gemma":[0.00022266625,0.00005117721,0.82575274,0.000060673683,0.000099410325,0.0000014445191,0.00035505014,0.17058882,0.00015314667,0.000033279925,0.0025336174,0.00014798508],"about_ca_topic_score_codex":0.98223203,"about_ca_topic_score_gemma":0.92713827,"teacher_disagreement_score":0.1568371,"about_ca_system_score_codex":0.000040280567,"about_ca_system_score_gemma":0.00022735295,"threshold_uncertainty_score":0.3352575},"labels":[],"label_agreement":null},{"id":"W2799752558","doi":"10.1111/1365-2478.12643","title":"Laboratory measurements of seismic attenuation and Young's modulus dispersion in a partially and fully water‐saturated porous sample made of sintered borosilicate glass","year":2018,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Eidgenössische Technische Hochschule Zürich; École Polytechnique Fédérale de Lausanne; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Attenuation; Borosilicate glass; Saturation (graph theory); Bulk modulus; Compressibility; Mineralogy; Materials science; Geology; Composite material; Mechanics; Optics","score_opus":0.016016495029204398,"score_gpt":0.2217198746401342,"score_spread":0.2057033796109298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799752558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991051,0.000058467114,0.00017956336,0.00018907234,0.00011066435,0.00015997556,0.000027884375,0.0000370125,0.00013224247],"genre_scores_gemma":[0.9991667,0.0000068652703,0.0006455498,0.000087268796,0.00004636507,0.0000010195554,0.000022007063,0.00000390864,0.000020281488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905914,0.00006143398,0.0002461018,0.0002468518,0.00018634104,0.00020012098],"domain_scores_gemma":[0.9995827,0.000030653693,0.00010925139,0.00010990487,0.00012007861,0.00004743201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030496676,0.00010446057,0.00019136595,0.00006325724,0.0000818729,0.000022640175,0.000078170255,0.00003863316,0.0000215587],"category_scores_gemma":[0.00008744899,0.000080723556,0.000018762616,0.00016028718,0.00019483532,0.00019690931,0.000030273994,0.000097809665,0.000006523379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019513145,0.00005277782,0.7206233,0.000070813534,0.000015779244,0.000001571045,0.0015361527,0.000021632703,0.2499926,0.000008440604,0.00009849562,0.027383301],"study_design_scores_gemma":[0.00049903884,0.0003554597,0.56302345,0.00009878011,0.000015481257,0.0000032348335,0.00022215425,0.06289749,0.3717162,0.0009851907,0.000037733862,0.00014578596],"about_ca_topic_score_codex":0.012196751,"about_ca_topic_score_gemma":0.00023346914,"teacher_disagreement_score":0.15759985,"about_ca_system_score_codex":0.0000093609815,"about_ca_system_score_gemma":0.000017304814,"threshold_uncertainty_score":0.9943811},"labels":[],"label_agreement":null},{"id":"W2800543734","doi":"10.1190/geo2016-0646.1","title":"Elastic potential and pressure dependence of elastic moduli in fluid-saturated rock with double porosity","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Elastic modulus; Shear modulus; Moduli; Isotropy; Compressibility; Bulk modulus; Shear (geology); Materials science; Mechanics; Geology; Geotechnical engineering; Physics; Composite material; Optics","score_opus":0.006712127105820686,"score_gpt":0.1899566970941305,"score_spread":0.1832445699883098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800543734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958861,0.00013159681,0.0031166757,0.000043313965,0.000107882406,0.000100181365,0.00002242342,0.000044478667,0.00054734165],"genre_scores_gemma":[0.9990182,0.000016152799,0.0006375617,0.000098989534,0.000054860564,4.521468e-7,0.000019497824,0.0000027098872,0.00015159388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930876,0.000022184344,0.00011469321,0.00019918778,0.00017361829,0.000181568],"domain_scores_gemma":[0.99965936,0.00002720906,0.000060760976,0.00013120404,0.00007147137,0.000049996277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006854537,0.00009888474,0.00013541488,0.000046649162,0.000074290765,0.000023377477,0.000119306365,0.000045571443,0.00010085333],"category_scores_gemma":[0.000007899381,0.00007697612,0.000014734203,0.00019419409,0.00011873575,0.00021554997,0.00001682263,0.00010202607,0.000031570024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004676711,0.0004307484,0.8129749,0.0006748794,0.0002646575,0.00015559814,0.0036266467,0.04725073,0.039972547,0.0006413765,0.008066293,0.08126492],"study_design_scores_gemma":[0.0014611733,0.0010326696,0.5774972,0.00017173462,0.00009160215,0.000043903416,0.00017612867,0.37647268,0.039069217,0.0029497873,0.00060777005,0.00042614236],"about_ca_topic_score_codex":0.0055466015,"about_ca_topic_score_gemma":0.00012338372,"teacher_disagreement_score":0.32922196,"about_ca_system_score_codex":0.0000016698118,"about_ca_system_score_gemma":0.000037675654,"threshold_uncertainty_score":0.8384839},"labels":[],"label_agreement":null},{"id":"W2800591725","doi":"10.1007/s10548-018-0645-8","title":"Spatio-temporal Reconstruction of Neural Sources Using Indirect Dominant Mode Rejection","year":2018,"lang":"en","type":"article","venue":"Brain Topography","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Mode (computer interface); Computer science; Artificial neural network; Artificial intelligence; Pattern recognition (psychology); Human–computer interaction","score_opus":0.017731174122979476,"score_gpt":0.23659694852560476,"score_spread":0.21886577440262528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800591725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960868,0.00011918338,0.0012603324,0.00021555039,0.0005452247,0.00009498946,0.000017865346,0.00008655883,0.0015735037],"genre_scores_gemma":[0.99281156,0.000013236319,0.0065549416,0.00039360274,0.00016156491,3.835862e-7,0.000028255728,0.000003192722,0.0000332613],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992113,0.00008932174,0.00020060931,0.00018912391,0.00014638882,0.00016325011],"domain_scores_gemma":[0.9995649,0.000047630903,0.00015161077,0.00013338697,0.00005774532,0.00004476364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025785688,0.00009521887,0.000136223,0.0003539908,0.00017400428,0.00002564277,0.00010018678,0.0000598764,0.00031368647],"category_scores_gemma":[0.000030438334,0.00008264028,0.000092965645,0.00044625587,0.0003053825,0.00023773218,0.0000064019205,0.0000780495,0.000006700203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071623384,0.000009042924,0.7994784,0.000012074374,0.000014787015,0.0000010396158,0.00036766965,0.0000854646,0.0007655363,0.00000836398,0.0028897584,0.19629624],"study_design_scores_gemma":[0.00074503524,0.0010034941,0.23277202,0.00016316843,0.000058639343,0.00023561777,0.0013055471,0.55543244,0.1780512,0.0058802976,0.02369323,0.0006592726],"about_ca_topic_score_codex":0.012154922,"about_ca_topic_score_gemma":0.00028815723,"teacher_disagreement_score":0.56670636,"about_ca_system_score_codex":0.0000030242645,"about_ca_system_score_gemma":0.000020498155,"threshold_uncertainty_score":0.9944232},"labels":[],"label_agreement":null},{"id":"W2801479271","doi":"","title":"The Canadian LAM 3D-Var continental analysis system","year":2009,"lang":"en","type":"article","venue":"23rd Conference on Weather Analysis and Forecasting/19th Conference on Numerical Weather Prediction (1-5 June 2009)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.021649244804701,"score_gpt":0.2222308227262429,"score_spread":0.2005815779215419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801479271","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15316653,0.0013160188,0.07179881,0.029073361,0.0020504936,0.002341388,0.0024680693,0.0022626824,0.7355226],"genre_scores_gemma":[0.99362427,0.00023256418,0.00043774763,0.0015130844,0.00014291423,0.000011123031,0.00025535322,0.000013444499,0.003769497],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960244,0.00036486832,0.0008208124,0.0010173406,0.0008675557,0.0009050018],"domain_scores_gemma":[0.9976668,0.00020604662,0.00040738858,0.0007082969,0.0003438871,0.0006675754],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010086898,0.0005832982,0.0009264372,0.0010103772,0.0013323011,0.00076961785,0.00058466033,0.00027173205,0.0023621852],"category_scores_gemma":[0.00008941842,0.00040190786,0.00051467103,0.0022759167,0.00033312858,0.00023074256,0.000019873474,0.00062720163,0.00019555913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062402245,0.00027680057,0.27045992,0.000025994414,0.0047743944,0.00008674452,0.0013383647,0.0037772993,0.00007400979,0.019873561,0.0069136187,0.69177526],"study_design_scores_gemma":[0.00046748295,0.0006684302,0.10812406,0.00008055876,0.0016250825,0.000016398111,0.0008865215,0.87639654,0.000051809267,0.0007159627,0.010394232,0.00057295075],"about_ca_topic_score_codex":0.06884354,"about_ca_topic_score_gemma":0.027625004,"teacher_disagreement_score":0.8726192,"about_ca_system_score_codex":0.00008469714,"about_ca_system_score_gemma":0.00020303513,"threshold_uncertainty_score":0.9999678},"labels":[],"label_agreement":null},{"id":"W2802467288","doi":"10.1190/tle37050372.1","title":"Analysis of temperature dependency of elastic moduli in heavy oil deposits","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); Geoscience BC; University of Calgary","funders":"","keywords":"Shear modulus; Bulk modulus; Porosity; Shear (geology); Geology; Elastic modulus; Saturation (graph theory); Thermal expansion; Asphalt; Geotechnical engineering; Viscoelasticity; Mineralogy; Materials science; Composite material; Petrology","score_opus":0.013873479653721339,"score_gpt":0.23467572905758352,"score_spread":0.22080224940386217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802467288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99237835,0.00029137198,0.0001044796,0.0002012032,0.00012863187,0.000022789049,0.000010744869,0.000023745166,0.0068386756],"genre_scores_gemma":[0.99888223,0.000035338606,0.00025897057,0.0002443,0.000038129998,2.3116642e-7,0.000009989061,0.0000017068361,0.0005290886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938565,0.000063806234,0.00016998137,0.00011607783,0.00013227016,0.0001322307],"domain_scores_gemma":[0.99956155,0.00011521574,0.00007043488,0.00018814187,0.000040914696,0.000023763958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028953605,0.00006503788,0.00018538516,0.00022881683,0.000053952142,0.000009668122,0.00023219571,0.000044685665,0.00015983316],"category_scores_gemma":[0.000051718675,0.000042553816,0.00005921787,0.00078326405,0.00014076062,0.00007114131,0.000009565663,0.00010714128,0.00003694987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008758325,0.00003852143,0.88454527,0.0000556869,0.00019867375,0.0000049896507,0.002918005,0.0015187574,0.0063626254,0.00008581106,0.0042821635,0.099901915],"study_design_scores_gemma":[0.00037398186,0.00039597412,0.6318718,0.00027278787,0.00053457514,0.000013713524,0.00051494304,0.17485535,0.18833153,0.00092149794,0.0015608955,0.00035291218],"about_ca_topic_score_codex":0.0022558398,"about_ca_topic_score_gemma":0.0008124936,"teacher_disagreement_score":0.25267342,"about_ca_system_score_codex":0.000003333041,"about_ca_system_score_gemma":0.000019246025,"threshold_uncertainty_score":0.34101698},"labels":[],"label_agreement":null},{"id":"W2802885703","doi":"","title":"Modeling Surface Mass Load Displacements Along The Cascadia Subduction Zone","year":2018,"lang":"en","type":"article","venue":"The Mathematics Enthusiast","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subduction; Geology; Seismology; Geodesy; Surface (topology); Geometry; Tectonics","score_opus":0.023485819274961295,"score_gpt":0.23769689143376835,"score_spread":0.21421107215880705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802885703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8820182,0.00023531754,0.089953914,0.0016231033,0.0006504351,0.00035283514,0.000020181531,0.00017915886,0.024966858],"genre_scores_gemma":[0.9934537,0.000054113836,0.0045275292,0.00054326066,0.00017885855,0.0000012071249,0.00001110824,0.000006803801,0.0012234366],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988594,0.00006874702,0.0002262112,0.00016423025,0.0004077735,0.00027361658],"domain_scores_gemma":[0.99927145,0.000098931414,0.00008216702,0.00041962304,0.000077630786,0.000050182916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091047323,0.00013901877,0.000119920864,0.000025175366,0.0005063061,0.00010484623,0.00041302876,0.000032846012,0.0009002337],"category_scores_gemma":[0.00004481437,0.0000715864,0.000052035954,0.00017455047,0.00022491915,0.00013681536,0.00002628714,0.00014817042,0.0007166498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030633848,0.0003757216,0.005597989,0.0004483796,0.00053684233,0.00003793963,0.65337396,0.11927331,0.0038215155,0.003583047,0.1241322,0.088512726],"study_design_scores_gemma":[0.00010663764,0.000042787953,0.00014430731,0.00004699463,0.00003245506,0.000036081256,0.0026490898,0.99184406,0.0018224182,0.00059766433,0.0025516197,0.00012589009],"about_ca_topic_score_codex":0.0041716765,"about_ca_topic_score_gemma":0.0005242243,"teacher_disagreement_score":0.87257075,"about_ca_system_score_codex":0.000014877654,"about_ca_system_score_gemma":0.00003303358,"threshold_uncertainty_score":0.9856928},"labels":[],"label_agreement":null},{"id":"W2803028101","doi":"10.1144/sp479.6","title":"Acoustic televiewer amplitude data for porosity estimation with application to porewater conversion","year":2018,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Amplitude; Porosity; Geology; Seismology; Estimation; Acoustics; Geotechnical engineering; Engineering; Systems engineering; Physics; Optics","score_opus":0.02896886326978234,"score_gpt":0.26514476037941764,"score_spread":0.2361758971096353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803028101","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03716972,0.000036533213,0.93512106,0.021301745,0.00022715468,0.0014777891,0.00048610824,0.0004419217,0.0037379747],"genre_scores_gemma":[0.8367458,0.000038066588,0.14419624,0.011468971,0.001440394,0.000051265153,0.0053306767,0.0000070400642,0.0007215567],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986107,0.000032412474,0.00022896143,0.0005593965,0.000249385,0.0003191451],"domain_scores_gemma":[0.9985719,0.00016473552,0.00010794138,0.0006506253,0.00033650172,0.00016830157],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005056148,0.00014260337,0.000169314,0.00004339453,0.0005631505,0.00012176832,0.000630541,0.000115272494,0.00174253],"category_scores_gemma":[0.00023300006,0.00010185281,0.00006294388,0.00042534698,0.00030817295,0.0004515059,0.00008322133,0.00011359229,0.0004402337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000920832,0.00009498645,0.038368654,0.000023301125,0.000027882346,1.7547836e-7,0.00019130326,0.00025799588,0.00013611885,0.0006781663,0.8377699,0.12235941],"study_design_scores_gemma":[0.00030648045,0.00032052555,0.10868179,0.000009557494,0.0000421933,0.000006233978,0.00009422039,0.1067624,0.00033920404,0.0020900955,0.78109276,0.00025451204],"about_ca_topic_score_codex":0.00072582444,"about_ca_topic_score_gemma":0.0001493902,"teacher_disagreement_score":0.79957604,"about_ca_system_score_codex":0.000020269967,"about_ca_system_score_gemma":0.000057813253,"threshold_uncertainty_score":0.99917},"labels":[],"label_agreement":null},{"id":"W2803452092","doi":"10.1190/int-2017-0230.1","title":"Azimuthal anisotropy analysis of multiazimuth P-wave seismic data — An example from the Rock Springs Uplift, Wyoming, USA","year":2018,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"University of Wyoming; U.S. Department of Energy","keywords":"Azimuth; Anisotropy; Geology; Seismology; Orientation (vector space); Offset (computer science); Seismic anisotropy; Amplitude; Geodesy; Mineralogy; Geometry; Geophysics; Mantle (geology); Optics; Physics","score_opus":0.06296981524316528,"score_gpt":0.2756548374470284,"score_spread":0.21268502220386312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803452092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8397931,0.00006869243,0.15856358,0.000099875266,0.00021463115,0.000097625765,0.0003099666,0.000062714644,0.00078983296],"genre_scores_gemma":[0.99287915,0.0000140260845,0.00433197,0.0013663028,0.00011063872,6.0988435e-7,0.001214971,0.0000042833217,0.000078071556],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877965,0.000114101465,0.00028762495,0.0004109503,0.00023751066,0.00017015883],"domain_scores_gemma":[0.9986234,0.00022742241,0.0002002131,0.0007986456,0.00009282404,0.00005751436],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038354457,0.00012385417,0.00019856448,0.0001434174,0.00013877457,0.000077187935,0.00058657967,0.000055505316,0.0019683114],"category_scores_gemma":[0.00006421562,0.00009028176,0.00006844511,0.00037163342,0.00012088538,0.0005830344,0.000056492743,0.00010646934,0.0001111553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052162807,0.0000877566,0.4705726,0.000013604459,0.0010829702,0.0000087146245,0.028898697,0.005351773,0.0020153497,0.00006856408,0.013772477,0.47760588],"study_design_scores_gemma":[0.00011766101,0.00010294835,0.08785087,0.000016969738,0.00022119873,0.0000013172744,0.00072373945,0.9037784,0.002652049,0.00024465154,0.004185872,0.00010432965],"about_ca_topic_score_codex":0.18235049,"about_ca_topic_score_gemma":0.0048262663,"teacher_disagreement_score":0.8984266,"about_ca_system_score_codex":0.000006795127,"about_ca_system_score_gemma":0.000030022178,"threshold_uncertainty_score":0.99894404},"labels":[],"label_agreement":null},{"id":"W2804559935","doi":"10.1007/s11001-018-9355-6","title":"Qualitative and quantitative comparison of geostatistical techniques of porosity prediction from the seismic and logging data: a case study from the Blackfoot Field, Alberta, Canada","year":2018,"lang":"en","type":"article","venue":"Marine Geophysical Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Porosity; Geology; Probabilistic neural network; Artificial neural network; Probabilistic logic; Geostatistics; Seismic inversion; Reservoir modeling; Seismic attribute; Inversion (geology); Oil field; Well logging; Soil science; Seismology; Geotechnical engineering; Petroleum engineering; Artificial intelligence; Computer science; Statistics; Mathematics; Geometry; Tectonics; Azimuth","score_opus":0.10779711505297071,"score_gpt":0.40593544387678665,"score_spread":0.29813832882381597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804559935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99650854,0.000052571915,0.00074976514,0.0014992667,0.000030342453,0.00031198305,0.0006428055,0.0000108465165,0.00019385127],"genre_scores_gemma":[0.9985306,0.000010474834,0.0010663633,0.0001835847,0.00006324994,0.0000023285418,0.00012528119,0.0000023559792,0.000015725233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980439,0.00079747726,0.00023245919,0.00029984172,0.00044314176,0.00018318313],"domain_scores_gemma":[0.9885165,0.010809643,0.00007393645,0.00037197748,0.00016725564,0.000060653507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010139169,0.00009099683,0.00021104117,0.00002648761,0.00029830734,0.000040910018,0.00031113072,0.00003111092,0.00007867813],"category_scores_gemma":[0.0009350703,0.000053566135,0.000011800913,0.00014916151,0.0008717841,0.000102855076,0.00039733795,0.0003745752,0.0000014074676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029997798,0.00012009062,0.8859781,0.00001477855,0.00008524186,0.000032019816,0.024000108,0.0000016583896,0.000057000107,0.00014560543,0.0119311465,0.077334285],"study_design_scores_gemma":[0.00030603347,0.001932986,0.6544542,0.00005114597,0.000056745805,0.000008213152,0.110408835,0.21847357,0.002775034,0.010864759,0.0005379732,0.00013050978],"about_ca_topic_score_codex":0.99741954,"about_ca_topic_score_gemma":0.8238652,"teacher_disagreement_score":0.23152389,"about_ca_system_score_codex":0.000006786001,"about_ca_system_score_gemma":0.00012280539,"threshold_uncertainty_score":0.32121247},"labels":[],"label_agreement":null},{"id":"W2804706720","doi":"10.2118/180717-pa","title":"Investigation of Post-Abandonment Surface Subsidence in Steam-Assisted-Gravity-Drainage Operations","year":2018,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Subsidence; Groundwater-related subsidence; Shear (geology); Geotechnical engineering; Context (archaeology); Petroleum engineering; Geomorphology; Petrology; Structural basin","score_opus":0.037639513211953655,"score_gpt":0.2644497963483886,"score_spread":0.22681028313643495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804706720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99601626,0.00029864235,0.001572433,0.0007236397,0.00017427084,0.00032070826,0.000016469668,0.0000691519,0.00080839853],"genre_scores_gemma":[0.9923649,0.000037858503,0.0072748545,0.000109419445,0.000047779246,0.0000032331818,0.00009599558,0.000004977021,0.000061020764],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986684,0.00012352741,0.00030596822,0.000211527,0.0004985539,0.0001920675],"domain_scores_gemma":[0.9993243,0.00008727918,0.000056964047,0.00022324822,0.00024187622,0.000066334724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015370216,0.00011161677,0.00013770231,0.00019122628,0.00007448471,0.000035457513,0.00017373663,0.00005504908,0.0005551683],"category_scores_gemma":[0.00031870778,0.00010914302,0.000033541914,0.00044742748,0.00007044778,0.00041049306,0.000016213557,0.000116943374,0.00005328369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004645544,0.000023157472,0.12900323,0.000096791526,0.000026223082,0.000004409447,0.0026377472,0.7880284,0.06594478,0.0003213338,0.0007653264,0.013102136],"study_design_scores_gemma":[0.00024456298,0.00010152628,0.25975937,0.00010406558,0.000010802828,0.000003517199,0.00013437096,0.7068355,0.032105625,0.00031525324,0.00026196754,0.00012343434],"about_ca_topic_score_codex":0.0052433275,"about_ca_topic_score_gemma":0.00086633884,"teacher_disagreement_score":0.13075612,"about_ca_system_score_codex":0.000041964417,"about_ca_system_score_gemma":0.00011399657,"threshold_uncertainty_score":0.79263777},"labels":[],"label_agreement":null},{"id":"W2805220849","doi":"10.3997/2214-4609.201800643","title":"Compressed Sensing Based Land Simultaneous Acquisition Using Encoded Sweeps","year":2018,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Bandwidth (computing); Interpolation (computer graphics); Compressed sensing; Algorithm; Sampling (signal processing); Real-time computing; Artificial intelligence; Computer vision; Telecommunications; Filter (signal processing)","score_opus":0.018472746096858825,"score_gpt":0.2323669630228317,"score_spread":0.21389421692597288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805220849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97338057,0.000039279752,0.0092766015,0.0003530123,0.00024219514,0.00014517203,0.000015290843,0.00040934334,0.016138528],"genre_scores_gemma":[0.97388047,0.0000025553018,0.023389233,0.0023784463,0.00025065034,1.0677582e-7,0.000022557473,0.0000051448715,0.00007081114],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991707,0.000009936997,0.00013574713,0.00023943788,0.00019624279,0.00024793347],"domain_scores_gemma":[0.9995327,0.00007046225,0.000076219665,0.00006519947,0.00017621684,0.00007922483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019666181,0.000116506504,0.0001204588,0.00010411372,0.0002727441,0.00011432677,0.00011818172,0.0000615292,0.00066512823],"category_scores_gemma":[0.000066587054,0.000104233826,0.00003258229,0.00019299382,0.00013022491,0.0002230614,0.000009011108,0.00009209765,0.00017264484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009044056,0.00011179173,0.4512295,0.00040756667,0.00008476109,0.0001038474,0.003864575,0.0040338133,0.14202918,0.0000663862,0.04275134,0.35441282],"study_design_scores_gemma":[0.00018345747,0.0000713472,0.000541151,0.00005236687,0.000012819284,0.000021239353,0.000079194484,0.92741936,0.06476519,0.00034520478,0.0063595385,0.000149135],"about_ca_topic_score_codex":0.0016142974,"about_ca_topic_score_gemma":0.0000060933344,"teacher_disagreement_score":0.92338556,"about_ca_system_score_codex":0.000008692937,"about_ca_system_score_gemma":0.000024169445,"threshold_uncertainty_score":0.72826874},"labels":[],"label_agreement":null},{"id":"W2805431229","doi":"10.4095/292393","title":"High-resolution shallow seismic reflection profiles for groundwater studies in the Montérégie region, east of Montreal, Quebec","year":2013,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Groundwater; Geology; Reflection (computer programming); Seismology; Resolution (logic); Archaeology; Geography; Geotechnical engineering","score_opus":0.09267301734369632,"score_gpt":0.2975850377973192,"score_spread":0.2049120204536229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805431229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64084524,0.056748908,0.014626669,0.034042567,0.018414646,0.022700267,0.00075240125,0.0023351246,0.20953415],"genre_scores_gemma":[0.9495096,0.006253691,0.0012599332,0.0008262752,0.0006171035,0.00014601761,0.0010334227,0.000019880174,0.040334027],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978933,0.00018665128,0.0005915825,0.00042570417,0.0005563975,0.0003463618],"domain_scores_gemma":[0.99856645,0.00021896407,0.00039563296,0.00036606845,0.0004176745,0.0000352081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011577859,0.00030875285,0.00054715277,0.00030759958,0.00016214336,0.00006310006,0.00034142067,0.0002634403,0.00012701402],"category_scores_gemma":[0.00016080478,0.00017276884,0.00016987792,0.00020777476,0.00022615033,0.000311019,0.000017955099,0.0002687285,0.000023062163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007599859,0.000035998135,0.00639824,0.0004745405,0.000090228714,0.000007616618,0.000697168,0.00030079923,0.0000046978193,0.000020128098,0.9204506,0.07144394],"study_design_scores_gemma":[0.0023161876,0.004004787,0.096965194,0.0030693894,0.00078391324,0.00053977594,0.016604371,0.09279376,0.0020212785,0.017494971,0.76085186,0.0025545086],"about_ca_topic_score_codex":0.7313573,"about_ca_topic_score_gemma":0.089123175,"teacher_disagreement_score":0.64223415,"about_ca_system_score_codex":0.00008272171,"about_ca_system_score_gemma":0.00023944874,"threshold_uncertainty_score":0.927498},"labels":[],"label_agreement":null},{"id":"W2805476502","doi":"10.4095/308259","title":"Reflection seismology: example using different seismic sources","year":2018,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Reflection (computer programming); Seismology; Geology; Synthetic seismogram; Computer science; Programming language","score_opus":0.09463813310597644,"score_gpt":0.2991242596654784,"score_spread":0.20448612655950196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805476502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49139932,0.0021635836,0.020048482,0.00055580575,0.009870919,0.000642531,0.000171948,0.0017638098,0.4733836],"genre_scores_gemma":[0.87959784,0.0022612978,0.006415051,0.0065862,0.0040599,0.0000039264123,0.0017221979,0.00005849587,0.09929511],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977363,0.00013075149,0.00040487997,0.00061620184,0.0006529261,0.0004589366],"domain_scores_gemma":[0.99886507,0.0000852479,0.0003011598,0.00041509554,0.00020632427,0.00012708335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060872256,0.00037137166,0.00047071738,0.00035929022,0.00033298103,0.00010550794,0.00030923152,0.00044638614,0.00808126],"category_scores_gemma":[0.00005756051,0.00027669076,0.00016739647,0.00018091712,0.000216525,0.00013733578,0.000035412933,0.0004238586,0.000314827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002763646,0.000026467847,0.05212701,0.00013644551,0.000113822425,0.000036043595,0.00015195043,0.00015172816,0.000036821508,0.000002673273,0.83707464,0.11011474],"study_design_scores_gemma":[0.00008683229,0.00018002579,0.0040467884,0.00011037183,0.00008537102,0.00033278385,0.00008523771,0.047178663,0.0013769175,0.00092721387,0.9451281,0.0004617291],"about_ca_topic_score_codex":0.21342103,"about_ca_topic_score_gemma":0.00042547096,"teacher_disagreement_score":0.3881985,"about_ca_system_score_codex":0.00006317977,"about_ca_system_score_gemma":0.00037323887,"threshold_uncertainty_score":0.9999685},"labels":[],"label_agreement":null},{"id":"W2806046626","doi":"10.1071/aj17229","title":"Full waveform inversion: early start of model building process to resolve the complex near surface model in the Exmouth sub-basin, North West Shelf Australia","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Overburden; Workflow; Geology; Inversion (geology); Structural basin; Preprocessor; Computer science; Seismology; Mining engineering; Paleontology; Artificial intelligence","score_opus":0.06320562894312569,"score_gpt":0.2756794974741122,"score_spread":0.2124738685309865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806046626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897481,0.000035753732,0.0037574957,0.005362231,0.00008839937,0.00023839364,0.000033286888,0.000024643205,0.0007116717],"genre_scores_gemma":[0.99372494,0.000021209307,0.003384293,0.0026542472,0.00012338067,6.1683096e-7,0.000005462055,0.0000062738145,0.000079604506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982843,0.0001565969,0.0003559641,0.00018248372,0.0005937297,0.00042696696],"domain_scores_gemma":[0.99909467,0.00008363491,0.00019097439,0.00036131413,0.00015732109,0.00011210234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164337,0.00017353123,0.0001879372,0.000058778045,0.0007713534,0.0001919591,0.001213063,0.00004821973,0.00016444882],"category_scores_gemma":[0.000033885888,0.00008201696,0.00008253504,0.0004260665,0.00042076464,0.00031292855,0.000044881,0.0005345046,0.00007537452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014248091,0.00011360174,0.14465193,0.000055674423,0.00007998435,0.000027801372,0.07032396,0.66471213,0.0015717046,0.00018359724,0.10324847,0.013606343],"study_design_scores_gemma":[0.00027268872,0.00035136868,0.032215197,0.00007615089,0.00002495403,0.00008501023,0.0020355608,0.9596959,0.0010718101,0.0028416119,0.0011476872,0.00018210737],"about_ca_topic_score_codex":0.002943632,"about_ca_topic_score_gemma":0.000550136,"teacher_disagreement_score":0.29498374,"about_ca_system_score_codex":0.000015709327,"about_ca_system_score_gemma":0.0001264685,"threshold_uncertainty_score":0.5932705},"labels":[],"label_agreement":null},{"id":"W2806533309","doi":"10.1190/geo2017-0516.1","title":"Multichannel band-controlled deconvolution based on a data-driven structural regularization","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"China National Petroleum Corporation; National Natural Science Foundation of China","keywords":"Deconvolution; Seismic trace; Inversion (geology); Algorithm; Inverse problem; Regularization (linguistics); Computer science; Synthetic data; Reflection (computer programming); Wavelet; Mathematics; Geology; Artificial intelligence; Seismology; Mathematical analysis","score_opus":0.019091082340095197,"score_gpt":0.23512054855096062,"score_spread":0.21602946621086544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806533309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9239848,0.00007603477,0.053394563,0.002163721,0.0024325508,0.0010342633,0.00052215956,0.00078116363,0.015610692],"genre_scores_gemma":[0.99290323,0.000002244668,0.0031825297,0.002403748,0.00033708097,0.0000010008738,0.0009338711,0.000003929656,0.0002323756],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991261,0.00006430217,0.00013783292,0.00027590035,0.0002013877,0.00019449837],"domain_scores_gemma":[0.9992906,0.00007011773,0.00008310573,0.00042833821,0.00007375058,0.000054105552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015158673,0.00011311795,0.00014782518,0.000063488566,0.00021567201,0.000050242736,0.0002748987,0.000049317856,0.0003491943],"category_scores_gemma":[0.000058815465,0.00009043728,0.00003916784,0.00014298214,0.000100356716,0.00027228385,0.00001148521,0.00007912478,0.0003046973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042304834,0.00020761127,0.07523386,0.000099138546,0.00021954869,0.00002568216,0.001390231,0.034624796,0.0024261198,0.0017634422,0.14491777,0.7348613],"study_design_scores_gemma":[0.0010639406,0.00014990878,0.012313196,0.000015351805,0.000017090326,7.9859825e-7,0.00001718887,0.9810356,0.0012479546,0.0024714626,0.0015451018,0.00012244089],"about_ca_topic_score_codex":0.0009540178,"about_ca_topic_score_gemma":0.00002489323,"teacher_disagreement_score":0.9464108,"about_ca_system_score_codex":0.0000058710034,"about_ca_system_score_gemma":0.000041441934,"threshold_uncertainty_score":0.39163694},"labels":[],"label_agreement":null},{"id":"W2806696956","doi":"10.4095/308256","title":"Reflection seismology: a very valuable method for environmental assessments","year":2018,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Reflection (computer programming); Seismology; Geology; Environmental science; Computer science","score_opus":0.06864558031016704,"score_gpt":0.3679219390170212,"score_spread":0.29927635870685415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806696956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000622635,0.0005885736,0.19446807,0.0003186233,0.0053323624,0.0008801373,0.00057401997,0.00044143447,0.79677415],"genre_scores_gemma":[0.005484142,0.0017403476,0.4762909,0.0065357797,0.0018428228,0.000035449277,0.0057262126,0.00003964177,0.5023047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982163,0.000116567906,0.0002961522,0.00052321225,0.000506829,0.0003409967],"domain_scores_gemma":[0.99921167,0.00015682416,0.00021209633,0.0002804585,0.000057081965,0.00008189758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001647663,0.00024334704,0.00033440182,0.00018762209,0.00022693984,0.00005391128,0.00021503231,0.00036114876,0.0077519356],"category_scores_gemma":[0.000053394626,0.0002025817,0.00016760231,0.000074135074,0.00008210594,0.00015891618,0.000020545493,0.00022929854,0.00027470558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025535259,0.000014035793,0.0038242787,0.000035380814,0.000057704045,0.000002553183,0.000007640502,0.0000061580217,0.000021288288,0.0000010004046,0.7565001,0.23950431],"study_design_scores_gemma":[0.00014190566,0.00045586296,0.0010834946,0.000028669318,0.0000866175,0.000101864236,0.000043596374,0.02159781,0.0013146085,0.001071133,0.9738144,0.0002600135],"about_ca_topic_score_codex":0.009253602,"about_ca_topic_score_gemma":0.00003732102,"teacher_disagreement_score":0.29446945,"about_ca_system_score_codex":0.000072328396,"about_ca_system_score_gemma":0.0003604205,"threshold_uncertainty_score":0.99734384},"labels":[],"label_agreement":null},{"id":"W2806858591","doi":"","title":"Laboratory generation of internal waves from rough topography","year":2005,"lang":"en","type":"article","venue":"17th Conference on Climate Variability and Change/15th Conference on Atmospheric and Oceanic Fluid Dynamics/13th Conference on Middle Atmosphere","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Internal wave; Geology; Oceanography","score_opus":0.042973236604633744,"score_gpt":0.2338625881234221,"score_spread":0.19088935151878833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806858591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97103333,0.0005195692,0.001961118,0.0026504786,0.0007179428,0.00090871245,0.0013062502,0.00031719863,0.020585403],"genre_scores_gemma":[0.9838817,0.006322794,0.005632708,0.0031743129,0.00029449325,0.000028294799,0.00040263767,0.000035277317,0.00022775584],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9949167,0.0005576898,0.0010791494,0.0016845474,0.00077918696,0.0009827329],"domain_scores_gemma":[0.9969027,0.0004109194,0.00059130264,0.001002375,0.0005630628,0.00052961335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010025193,0.00097034423,0.0011147222,0.000031807216,0.00049798965,0.00041874222,0.0007449502,0.0005492907,0.0051716184],"category_scores_gemma":[0.00015389992,0.0008537624,0.00019650931,0.0004900026,0.00086452503,0.000756628,0.00013075444,0.0008599611,0.00012009154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019411786,0.0011827392,0.13047236,0.00056374504,0.00035352504,0.000040640763,0.0053123133,0.00047306568,0.0009991314,0.24870615,0.0012190919,0.6087361],"study_design_scores_gemma":[0.0013157664,0.0019202898,0.030013043,0.0009007627,0.000106780695,0.0000075617036,0.0020158528,0.95398575,0.0006403655,0.006962467,0.001029476,0.0011018683],"about_ca_topic_score_codex":0.0029070068,"about_ca_topic_score_gemma":0.00093331886,"teacher_disagreement_score":0.9535127,"about_ca_system_score_codex":0.00008973373,"about_ca_system_score_gemma":0.00032218287,"threshold_uncertainty_score":0.9993913},"labels":[],"label_agreement":null},{"id":"W2808723265","doi":"10.1016/j.jcp.2018.06.053","title":"Acoustic imaging of layered media","year":2018,"lang":"en","type":"article","venue":"Journal of Computational Physics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Wavelet transform; Acoustics; Wavelet; Electrical impedance; Reflection (computer programming); Acoustic impedance; Dimension (graph theory); Computer science; Optics; Mathematics; Physics; Computer vision; Ultrasonic sensor","score_opus":0.01461666792723877,"score_gpt":0.23652306057301345,"score_spread":0.2219063926457747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808723265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.603632,0.00024668654,0.3899089,0.0007583072,0.0009644542,0.00004435404,0.000033471868,0.000026944255,0.004384895],"genre_scores_gemma":[0.9840392,0.0000052216187,0.014918014,0.0005390813,0.00048239264,1.36711344e-8,0.000007789375,0.0000016555866,0.000006630199],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934584,0.000025189853,0.00022110033,0.000044426895,0.00029158095,0.00007186126],"domain_scores_gemma":[0.9990966,0.00019816954,0.0002568501,0.000038499016,0.00036833555,0.00004157992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017743451,0.000048371094,0.00011097642,0.000057984344,0.00004111183,0.00001317752,0.0001219981,0.000010719596,0.00017204662],"category_scores_gemma":[0.0000413149,0.00003901932,0.000055273234,0.00011732404,0.00011792175,0.00019692507,0.0000046416885,0.00007648337,0.000021405509],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001793315,0.0001135492,0.11543837,0.00004479436,0.000103120496,0.000027744865,0.0017363428,0.27998272,0.0007649744,0.0008570723,0.090737246,0.5100147],"study_design_scores_gemma":[0.00048384385,0.00021473893,0.09841035,0.000092640985,0.000031046962,0.00009237989,0.0002123091,0.6602668,0.004425348,0.23400277,0.0016343208,0.00013341222],"about_ca_topic_score_codex":0.000045325993,"about_ca_topic_score_gemma":8.342408e-7,"teacher_disagreement_score":0.5098813,"about_ca_system_score_codex":0.0000029728524,"about_ca_system_score_gemma":0.00008197782,"threshold_uncertainty_score":0.18837897},"labels":[],"label_agreement":null},{"id":"W2810333951","doi":"10.1190/int-2017-0156.1","title":"Integration of outcrop, subsurface, and microseismic interpretation for rock-mass characterization: An example from the Duvernay Formation, Western Canada","year":2018,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microseism; Outcrop; Geology; Hydraulic fracturing; Rock mass classification; Reservoir modeling; Petrology; Fracture (geology); Seismology; Natural (archaeology); Geotechnical engineering; Mining engineering; Geomorphology; Paleontology","score_opus":0.015821003173130246,"score_gpt":0.2202410769088095,"score_spread":0.20442007373567928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810333951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5977549,0.00003376744,0.4011217,0.00030025182,0.0002999776,0.00021239901,0.00016115946,0.00002909726,0.00008677386],"genre_scores_gemma":[0.9949972,0.000015199537,0.0017682565,0.0016368112,0.0000866156,0.000005335478,0.0013990086,0.000005289879,0.00008629797],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911416,0.00008924482,0.00032700042,0.00019713491,0.00015374042,0.000118731456],"domain_scores_gemma":[0.9990961,0.00021537163,0.00025136714,0.00016636206,0.00023635181,0.000034463894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022418631,0.00011511004,0.00013087777,0.000045596113,0.00015918385,0.00009380728,0.00016950807,0.000047523303,0.00009760069],"category_scores_gemma":[0.000058728627,0.0000868589,0.00002610872,0.00008970524,0.000062844054,0.0008202124,0.0000070497344,0.00006140442,0.0000058850633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014742868,0.000041371015,0.099657305,0.00009626128,0.00010694362,0.0000010938725,0.05380464,0.0006381672,0.16441429,0.00014308086,0.008946173,0.6706764],"study_design_scores_gemma":[0.0002428982,0.00020416507,0.057110906,0.0001184629,0.000028456307,0.0000032428961,0.0014984945,0.8711645,0.063527964,0.0006349649,0.005315394,0.00015055061],"about_ca_topic_score_codex":0.4228996,"about_ca_topic_score_gemma":0.25950733,"teacher_disagreement_score":0.8705263,"about_ca_system_score_codex":0.000020352929,"about_ca_system_score_gemma":0.000070700175,"threshold_uncertainty_score":0.7540047},"labels":[],"label_agreement":null},{"id":"W2810451745","doi":"10.3997/2214-4609.201801120","title":"The Composite Azimuthal Effect of Intrinsic and Scattering Attenuation on 3D Seismic Data","year":2018,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Attenuation; Amplitude; Azimuth; Scattering; Waveform; Geology; Anelastic attenuation factor; Seismology; Seismic wave; Viscoelasticity; Acoustics; Computational physics; Physics; Optics","score_opus":0.016722715383378727,"score_gpt":0.24077486478417054,"score_spread":0.22405214940079182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810451745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99445903,0.00009577716,0.000031786287,0.00080918794,0.000115884744,0.00010605123,0.000012407601,0.000052532116,0.0043173386],"genre_scores_gemma":[0.9990361,0.0000434786,0.0002670943,0.00048027825,0.00010730722,4.858328e-7,0.000016780685,0.0000022733336,0.000046200614],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946105,0.000011035619,0.00009976805,0.00017478327,0.00013154783,0.00012180141],"domain_scores_gemma":[0.9996503,0.000104161314,0.0000659285,0.00011023519,0.00003922981,0.00003012533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005205404,0.000071820126,0.00008216839,0.000045345856,0.00020320702,0.000064147825,0.00024694743,0.000023409168,0.00002185582],"category_scores_gemma":[0.000057475812,0.000044711604,0.000009435066,0.00009310681,0.00020517738,0.00020744906,0.000043925807,0.00007485225,0.000040119176],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010144751,0.0000026033674,0.17361291,0.000043311848,0.000008727676,2.6287634e-7,0.00020591362,7.904345e-7,0.0011818673,0.000014071675,0.008280129,0.816548],"study_design_scores_gemma":[0.00087018136,0.0025415067,0.27083617,0.00037648997,0.0000689795,0.000073017116,0.0002174246,0.47850806,0.1399758,0.0007950851,0.105315894,0.00042138208],"about_ca_topic_score_codex":0.00042646626,"about_ca_topic_score_gemma":0.0000027699855,"teacher_disagreement_score":0.8161266,"about_ca_system_score_codex":0.000002163987,"about_ca_system_score_gemma":0.000005006854,"threshold_uncertainty_score":0.18232863},"labels":[],"label_agreement":null},{"id":"W2810501238","doi":"10.1190/geo2017-0639.1","title":"Microseismic insights into the fracturing behavior of a mature reservoir in the Pembina field, Alberta","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Microseism; Geology; Hydraulic fracturing; Moment tensor; Shearing (physics); Petrology; Stress field; Inversion (geology); Seismology; Shear (geology); Geotechnical engineering; Deformation (meteorology); Engineering; Structural engineering","score_opus":0.008144714333426974,"score_gpt":0.2218769358055639,"score_spread":0.2137322214721369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810501238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949481,0.00016877805,0.000026746695,0.0020596143,0.00014357471,0.00013930924,0.0000018341178,0.000016392583,0.0024956584],"genre_scores_gemma":[0.99533576,0.0000209535,0.00018813682,0.004229544,0.000106741376,0.0000025705629,0.000010645559,0.0000023068817,0.000103365885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993582,0.0000727644,0.00012758745,0.0001370341,0.00015401206,0.0001504203],"domain_scores_gemma":[0.9993291,0.0002143311,0.00006236158,0.00034348268,0.000033095785,0.00001764311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014461928,0.000086645996,0.00009123742,0.00003720066,0.00016076019,0.000039011487,0.00049116986,0.00005464161,0.00008839924],"category_scores_gemma":[0.000028493603,0.000046205016,0.000045812034,0.000203771,0.00014514023,0.00012064431,0.000032664295,0.0002458296,0.00005606268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030269843,0.00035309058,0.4175828,0.00015536632,0.000054744713,0.000056968172,0.19745527,0.00021318377,0.0064746807,0.0014694215,0.064774066,0.3111077],"study_design_scores_gemma":[0.00051985,0.0006624631,0.72174597,0.00015835189,0.000058998507,0.000017819515,0.0054716994,0.012360921,0.119239755,0.06910241,0.07017566,0.00048613318],"about_ca_topic_score_codex":0.059415,"about_ca_topic_score_gemma":0.0015282712,"teacher_disagreement_score":0.31062156,"about_ca_system_score_codex":0.0000023497066,"about_ca_system_score_gemma":0.000024238576,"threshold_uncertainty_score":0.94684845},"labels":[],"label_agreement":null},{"id":"W2811064868","doi":"10.1190/geo2017-0782.1","title":"A denoising framework for microseismic and reflection seismic data based on block matching","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"U.S. Geological Survey; National Natural Science Foundation of China; Microseismic Industry Consortium","keywords":"Noise reduction; Microseism; Computer science; Noise (video); Block (permutation group theory); Matching (statistics); SIGNAL (programming language); Synthetic data; Reflection (computer programming); Pattern recognition (psychology); Algorithm; Data mining; Artificial intelligence; Geology; Seismology; Image (mathematics); Mathematics","score_opus":0.034257879395285865,"score_gpt":0.28223471832186925,"score_spread":0.2479768389265834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811064868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74722016,0.00009861413,0.2488505,0.0013569677,0.00064181216,0.00027553886,0.00021399779,0.00025922287,0.0010831727],"genre_scores_gemma":[0.94876623,0.0000099922745,0.040599003,0.009962299,0.00043178373,8.896812e-7,0.00016545728,0.000007271763,0.000057056106],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991702,0.000029282864,0.000111232934,0.00034373792,0.00011865398,0.00022689729],"domain_scores_gemma":[0.9992533,0.00019350891,0.00006493548,0.0004000884,0.00003621983,0.000051994793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022078089,0.00011703037,0.0001112953,0.00006138827,0.00035863134,0.00009947668,0.00022625244,0.00006521163,0.000028980601],"category_scores_gemma":[0.000040010105,0.00010731879,0.000025168561,0.00013726027,0.0000954849,0.00019469678,0.000022244354,0.00014115477,0.00006843195],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005021579,0.00009857463,0.0101203285,0.00018461242,0.000053868112,0.0000068421705,0.001169035,0.0020527388,0.0027999175,0.0007002477,0.071010515,0.91130114],"study_design_scores_gemma":[0.00027085101,0.00039907944,0.0028951496,0.00015685763,0.000030479332,0.000008691131,0.00012653208,0.8668768,0.0057356237,0.08555643,0.037658103,0.00028544432],"about_ca_topic_score_codex":0.0014212826,"about_ca_topic_score_gemma":0.000011262364,"teacher_disagreement_score":0.9110157,"about_ca_system_score_codex":0.0000052659407,"about_ca_system_score_gemma":0.000034278688,"threshold_uncertainty_score":0.4376333},"labels":[],"label_agreement":null},{"id":"W2814987964","doi":"10.3997/2214-4609.201800257","title":"Developments in Vector Acoustic Full Waveform Inversion","year":2018,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Weighting; Computer science; Waveform; Algorithm; Geology; Seismology; Acoustics; Radar; Telecommunications","score_opus":0.013480958874792094,"score_gpt":0.21155633587067363,"score_spread":0.19807537699588154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2814987964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9100116,0.000024732208,0.000041262505,0.00030546173,0.00025267125,0.00009938671,0.0000019087654,0.0001462216,0.08911677],"genre_scores_gemma":[0.99563265,0.000020903772,0.002424965,0.0014396223,0.0000941549,8.7128166e-7,0.000008409553,0.0000028826405,0.00037551724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992556,0.0000027330345,0.00012968594,0.00019240861,0.00016896121,0.0002506151],"domain_scores_gemma":[0.9997742,0.000011312738,0.000041577892,0.000038039547,0.000065877095,0.000068995985],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020003523,0.00009067761,0.000087027496,0.00015018455,0.0001015438,0.000039830324,0.0001653927,0.000051797542,0.00063933694],"category_scores_gemma":[0.00005190049,0.00007555648,0.000016432834,0.00028125106,0.00007986429,0.00031357328,0.000017390628,0.000100344616,0.0009211429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012701402,0.000026821202,0.7023556,0.000071098664,0.000008854708,0.0000068277295,0.0026789922,0.0000016360076,0.0035252809,0.000092881535,0.052364595,0.23874035],"study_design_scores_gemma":[0.0011078231,0.00087114115,0.54093134,0.0003522121,0.00001867089,0.00006149886,0.0019076049,0.09853212,0.06654176,0.002846364,0.28591344,0.0009160077],"about_ca_topic_score_codex":0.00077750365,"about_ca_topic_score_gemma":0.000049198457,"teacher_disagreement_score":0.23782435,"about_ca_system_score_codex":0.000016109283,"about_ca_system_score_gemma":0.000029651901,"threshold_uncertainty_score":0.99985677},"labels":[],"label_agreement":null},{"id":"W28341791","doi":"10.1190/1.2792424","title":"AVO modeling with nonzero‐phase spherical waves","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Zero (linguistics); Phase (matter); Wavelet; Weighting; Mathematics; Amplitude; Reflection (computer programming); Mathematical analysis; Reflection coefficient; Plane wave; Plane (geometry); Optics; Phase angle (astronomy); Geometry; Physics; Acoustics; Quantum mechanics; Computer science","score_opus":0.018636673321231114,"score_gpt":0.24087610513171973,"score_spread":0.2222394318104886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28341791","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40287834,0.0000643405,0.5048531,0.00028471142,0.0000625052,0.000054020275,0.0000025077766,0.00023084378,0.09156962],"genre_scores_gemma":[0.9512849,0.000009750679,0.04575189,0.002282188,0.000052786363,9.721812e-8,0.000014459407,0.000002361081,0.00060157833],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999318,0.000010163683,0.00011436685,0.00015527174,0.00016658466,0.00023562115],"domain_scores_gemma":[0.9996999,0.00003874869,0.000018858043,0.00011170964,0.000024228073,0.00010656006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002558554,0.00008165288,0.00008316258,0.000039947256,0.00009005903,0.000029874498,0.00010322485,0.000032822107,0.002335794],"category_scores_gemma":[0.000008251126,0.000052315074,0.000023270548,0.00012692253,0.000048561484,0.00015002978,0.0000042703023,0.000093432,0.00016872252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047232854,0.0001221471,0.052808516,0.000018296447,0.000031328564,0.00016391986,0.00043929156,0.009092916,0.00031208294,0.00036260253,0.024036346,0.91214025],"study_design_scores_gemma":[0.00038571452,0.00027470532,0.00048226304,0.000011894248,0.0000063869225,0.0000347456,0.00047928328,0.9807948,0.005515399,0.00050465966,0.01133437,0.00017577584],"about_ca_topic_score_codex":0.0033532332,"about_ca_topic_score_gemma":0.000096192634,"teacher_disagreement_score":0.97170186,"about_ca_system_score_codex":0.0000023303678,"about_ca_system_score_gemma":0.000018291958,"threshold_uncertainty_score":0.9985762},"labels":[],"label_agreement":null},{"id":"W2845257977","doi":"10.1029/2018jb015600","title":"The Elastic Properties of Clay in Shales","year":2018,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Geomechanics; Anisotropy; Clay minerals; Geology; Shear modulus; Geotechnical engineering; Bulk modulus; Porosity; Elastic modulus; Stiffness; Shear (geology); Mineralogy; Permeability (electromagnetism); Materials science; Petrology; Composite material; Chemistry; Physics","score_opus":0.056951061645565466,"score_gpt":0.3194668736964606,"score_spread":0.26251581205089514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2845257977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99557865,0.00044331115,0.0000253665,0.0010829373,0.00012607095,0.00006797533,0.0000022055438,0.000005425896,0.0026680725],"genre_scores_gemma":[0.99884486,0.0002495138,0.00015023563,0.00007849558,0.00033247826,2.4911992e-7,3.1926157e-7,0.0000022025208,0.00034163636],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998215,0.00027374405,0.0003173714,0.000087460365,0.00076718203,0.00033922904],"domain_scores_gemma":[0.9987117,0.00047027413,0.00011100513,0.00013710935,0.0004687861,0.000101098536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017594093,0.00006417305,0.00018135707,0.00017436099,0.00018245164,0.000056776913,0.00040678927,0.0000329299,0.00010887825],"category_scores_gemma":[0.00077409385,0.000033351233,0.000071768605,0.00036071826,0.000919863,0.00019912231,0.000027224365,0.00048368002,0.00010741135],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035434107,0.0005679688,0.113177955,0.00021476275,0.00018055036,0.00017719944,0.004762308,0.00033721296,0.054272406,0.0012266829,0.04756163,0.77397794],"study_design_scores_gemma":[0.0011717273,0.007736525,0.5081926,0.0012011201,0.000018333805,0.000098338765,0.0024002886,0.09047759,0.30171925,0.026063988,0.060564704,0.00035556083],"about_ca_topic_score_codex":0.0014641107,"about_ca_topic_score_gemma":0.0001181647,"teacher_disagreement_score":0.77362233,"about_ca_system_score_codex":0.0000046249475,"about_ca_system_score_gemma":0.00018980935,"threshold_uncertainty_score":0.33892736},"labels":[],"label_agreement":null},{"id":"W2858637132","doi":"10.1139/cjes-2017-0172","title":"Conceptual hydrogeological model of the Yonge Street Aquifer, south-central Ontario: a glaciofluvial channel–fan setting","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto and Region Conservation Authority; Geological Survey of Canada","funders":"","keywords":"Geology; Aquifer; Bedrock; Hydrogeology; Channel (broadcasting); Geomorphology; Channelized; Facies; Groundwater; Geochemistry; Petrology; Hydrology (agriculture); Geotechnical engineering; Structural basin","score_opus":0.03197990028168924,"score_gpt":0.2066628218833441,"score_spread":0.17468292160165486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2858637132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941472,0.00018838336,0.00016271876,0.00068350515,0.00073950435,0.00006930766,0.00004403021,0.0000076925735,0.003957654],"genre_scores_gemma":[0.9973187,0.0000033971892,0.0011295442,0.0011890283,0.00019398861,9.276787e-8,0.0000012741154,0.0000016390255,0.0001623587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984717,0.000089640205,0.00033754937,0.00017161338,0.00039858202,0.0005309545],"domain_scores_gemma":[0.9989671,0.00005208746,0.00028484745,0.00012205908,0.00013144877,0.0004424662],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081367214,0.00011823886,0.00018881208,0.0001620229,0.00056528917,0.0000697294,0.00075752934,0.000065145956,0.0011489032],"category_scores_gemma":[0.0001457774,0.000072890536,0.00012038917,0.00027749565,0.002754287,0.00031577857,0.000014291955,0.0002558705,0.000010348305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012129565,0.0000044161143,0.9895866,0.0000017129066,0.000009748763,0.000010260503,0.0051855748,0.002369186,0.00003085887,0.00020623302,0.0011968111,0.0013864908],"study_design_scores_gemma":[0.0011873572,0.0031235393,0.6728485,0.00037419907,0.000087183995,0.00032302024,0.012103266,0.26885968,0.011837451,0.007889821,0.0205393,0.0008266255],"about_ca_topic_score_codex":0.19679697,"about_ca_topic_score_gemma":0.67039037,"teacher_disagreement_score":0.4735934,"about_ca_system_score_codex":0.0000060964007,"about_ca_system_score_gemma":0.0024775185,"threshold_uncertainty_score":0.99995965},"labels":[],"label_agreement":null},{"id":"W2883145206","doi":"10.4095/297869","title":"Multichannel seismic survey","year":2016,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Seismology; Computer science","score_opus":0.05970655663433787,"score_gpt":0.2729144243458657,"score_spread":0.21320786771152783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883145206","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012633281,0.0012586219,0.0031214943,0.0005911466,0.0041851266,0.00025311936,0.0014597279,0.0006744184,0.987193],"genre_scores_gemma":[0.5015722,0.006578458,0.0012096962,0.0045395885,0.001140343,0.0000023561213,0.0027108933,0.000030382007,0.48221612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981125,0.00012760295,0.00030075316,0.0004245831,0.0006693637,0.0003651849],"domain_scores_gemma":[0.99875736,0.00028747885,0.0001592738,0.00038094,0.00028062152,0.00013434225],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015251266,0.00026059733,0.00033975474,0.0001888592,0.00009564953,0.000051233375,0.0003618697,0.0002793923,0.01416626],"category_scores_gemma":[0.00034683943,0.00016134173,0.000116340816,0.000110631285,0.00009584429,0.00011307627,0.000019471398,0.00024437002,0.0032740473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047401268,0.0000030208284,0.037237033,0.000017988088,0.000016163858,0.000007874948,0.0000055918936,0.000003092799,3.873473e-7,3.0191808e-7,0.7822623,0.1804415],"study_design_scores_gemma":[0.00009217094,0.00004109184,0.047147207,0.00010630915,0.000013629832,0.00003999969,0.000009280331,0.0049512438,0.00016077961,0.00020233562,0.94686365,0.00037229765],"about_ca_topic_score_codex":0.1783005,"about_ca_topic_score_gemma":0.0010462131,"teacher_disagreement_score":0.50497687,"about_ca_system_score_codex":0.000018789384,"about_ca_system_score_gemma":0.00053991214,"threshold_uncertainty_score":0.997502},"labels":[],"label_agreement":null},{"id":"W2883230378","doi":"10.1093/gji/ggy290","title":"Stress inversion of shear-tensile focal mechanisms with application to hydraulic fracture monitoring","year":2018,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microseism; Focal mechanism; Geology; Hydraulic fracturing; Seismology; Fault plane; Shear (geology); Shear stress; Plane stress; Differential stress; Slip (aerodynamics); Inversion (geology); Induced seismicity; Geotechnical engineering; Fault (geology); Tectonics; Mechanics; Structural engineering; Deformation (meteorology); Petrology; Physics","score_opus":0.007750099803885699,"score_gpt":0.23075861053915853,"score_spread":0.22300851073527284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883230378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7263689,0.000017375773,0.26349837,0.005606602,0.0009289589,0.00014825791,0.000037008198,0.000070303766,0.003324246],"genre_scores_gemma":[0.9869328,0.0000059004806,0.010511588,0.001558872,0.0008623705,7.3546585e-7,0.000019513749,0.000003740135,0.0001044809],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903196,0.000024544877,0.00016079591,0.00015729922,0.00047489005,0.00015049595],"domain_scores_gemma":[0.99935204,0.000039591283,0.000112154914,0.00009862604,0.0002656214,0.00013198619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103934246,0.0000938796,0.00011131871,0.00011193625,0.00011746908,0.000050363964,0.00028166614,0.00004186021,0.0003346877],"category_scores_gemma":[0.000018643997,0.000068964575,0.000048962193,0.00013302223,0.00007022203,0.00023807146,0.000019214413,0.00019571188,0.00015979211],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014771518,0.00039637517,0.14903994,0.000033444285,0.00031920575,0.00006928325,0.0020054039,0.0073146257,0.026610395,0.0015771035,0.051490854,0.7596662],"study_design_scores_gemma":[0.0010682784,0.002611554,0.2911686,0.00045313715,0.000057452882,0.00022490905,0.0008889614,0.15953845,0.45995557,0.031053187,0.05235194,0.000627955],"about_ca_topic_score_codex":0.00101445,"about_ca_topic_score_gemma":0.0000054941197,"teacher_disagreement_score":0.75903827,"about_ca_system_score_codex":0.000013611554,"about_ca_system_score_gemma":0.000028630908,"threshold_uncertainty_score":0.36645958},"labels":[],"label_agreement":null},{"id":"W2883614194","doi":"","title":"Magnitude mN residuals of southern Ontario-southwestern Quebec seismic stations","year":2006,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Magnitude (astronomy); Geology; Seismology; Earthquake magnitude; Geometry; Mathematics","score_opus":0.04266962041042596,"score_gpt":0.28442754318784064,"score_spread":0.24175792277741467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883614194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98129797,0.000078663295,0.0016005437,0.013293602,0.000071799645,0.00024310002,0.0002323,0.00012141318,0.0030606326],"genre_scores_gemma":[0.98006797,0.0000065029208,0.0021656645,0.00802526,0.00009266957,0.000004990656,0.00030280268,0.0000068192185,0.009327296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712276,0.0005074903,0.000369286,0.00039484655,0.00086503604,0.00074058207],"domain_scores_gemma":[0.99862844,0.000645969,0.00008959511,0.00030505785,0.00014847532,0.00018244563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014785915,0.00016246391,0.00023380748,0.00029333052,0.0002513558,0.00009396144,0.00047629024,0.0001127806,0.002648855],"category_scores_gemma":[0.00025850034,0.00012433677,0.00010028055,0.00037341972,0.00072827545,0.00014775689,0.000049007456,0.0005932722,0.00071072555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022264315,0.00017740115,0.6104474,0.000057801517,0.000048198002,0.000304537,0.0019854894,0.00396236,0.0033301406,0.00029370366,0.3423117,0.03685863],"study_design_scores_gemma":[0.0011336338,0.00072836725,0.6039527,0.00013709177,0.000034742203,0.000046793346,0.0028897987,0.0042941896,0.0066761156,0.02575367,0.35351634,0.00083654374],"about_ca_topic_score_codex":0.9014601,"about_ca_topic_score_gemma":0.0934618,"teacher_disagreement_score":0.8079983,"about_ca_system_score_codex":0.00005619741,"about_ca_system_score_gemma":0.000263218,"threshold_uncertainty_score":0.9982629},"labels":[],"label_agreement":null},{"id":"W2883670108","doi":"10.1016/j.oregeorev.2018.07.004","title":"Numerical simulation of strain localization and its relationship to formation of the Sue unconformity-related uranium deposits, eastern Athabasca Basin, Canada","year":2018,"lang":"en","type":"article","venue":"Ore Geology Reviews","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"iNano Medical (Canada); University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Unconformity; Gneiss; Geochemistry; Basement; Structural basin; Mineralization (soil science); Sedimentary rock; Archean; Geomorphology; Uranium ore; Strain partitioning; Proterozoic; Petrology; Metamorphic rock; Paleontology; Uranium; Tectonics; Archaeology","score_opus":0.02057828102710852,"score_gpt":0.2367283199393851,"score_spread":0.21615003891227658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883670108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9475713,0.0032547442,0.040545564,0.0032540727,0.0005641826,0.0013684086,0.000060811744,0.000045370434,0.0033355418],"genre_scores_gemma":[0.9984404,0.000064908614,0.00022232987,0.0011038309,0.000015431766,8.5331146e-7,0.00005407351,0.0000015980563,0.00009656102],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913085,0.00018764503,0.00037179136,0.000101463156,0.000106347754,0.00010192336],"domain_scores_gemma":[0.9994061,0.000091802365,0.0002266232,0.00012383732,0.00010427285,0.000047346937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034356353,0.000073617004,0.00017618458,0.000042041713,0.00010019755,0.0000043585815,0.00010436569,0.000060529284,0.00015592329],"category_scores_gemma":[0.00031570462,0.000049680606,0.00002759623,0.0002573015,0.0000654373,0.00014426057,0.00001106018,0.000067618756,0.000015917727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022589778,0.0000061924725,0.935223,0.00013436213,0.0000066494053,3.1672522e-7,0.00062322104,0.0048251045,0.000014863885,0.00014569504,0.0033883594,0.05560964],"study_design_scores_gemma":[0.00017429315,0.00015631437,0.3608467,0.00017988174,0.00003270267,0.000021250798,0.000076530676,0.59469026,0.0014959611,0.0003057754,0.041890237,0.00013009603],"about_ca_topic_score_codex":0.07793522,"about_ca_topic_score_gemma":0.065344706,"teacher_disagreement_score":0.58986515,"about_ca_system_score_codex":0.000007115223,"about_ca_system_score_gemma":0.00007234369,"threshold_uncertainty_score":0.95171034},"labels":[],"label_agreement":null},{"id":"W2884456005","doi":"","title":"Examining Mantle Flow and Anisotropy under Southwest Alaska and Northwest Canada from Multi-layered Shear Wave Splitting","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Shear wave splitting; Shear (geology); Mantle (geology); Anisotropy; Geophysics; Seismology; Petrology; Physics","score_opus":0.02294837309561751,"score_gpt":0.19968793756232242,"score_spread":0.1767395644667049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884456005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99711454,0.00025251982,0.00023031776,0.00031971798,0.0002189788,0.00009042688,0.000072386116,0.0001182772,0.0015828526],"genre_scores_gemma":[0.9741543,0.000040715015,0.024210854,0.0012495726,0.0001347285,6.9450084e-7,0.00013743584,0.000011254947,0.0000604215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852586,0.00007879118,0.000303179,0.0004557652,0.00023974376,0.00039665788],"domain_scores_gemma":[0.99886173,0.00052697136,0.00015259016,0.00019092429,0.000039190236,0.00022860045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004338074,0.00021894216,0.0002319925,0.000054171305,0.00033283827,0.0001379919,0.000116463896,0.000090505426,0.000015316564],"category_scores_gemma":[0.00019347877,0.00020196245,0.00001991713,0.000064986096,0.00009277033,0.00016918125,0.000031870135,0.0002333517,0.000015908796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001605821,0.000008271195,0.9620661,0.000020937672,0.00001888984,0.000030299836,0.00035715228,0.0021464438,0.00013829299,0.0000020338748,0.00042614917,0.034769382],"study_design_scores_gemma":[0.0005521892,0.00005292747,0.8844983,0.0001325434,0.000021173704,0.000022752594,0.0014245722,0.11099959,0.00058103073,0.00010467685,0.0013101996,0.00030003945],"about_ca_topic_score_codex":0.9681163,"about_ca_topic_score_gemma":0.7730635,"teacher_disagreement_score":0.1950528,"about_ca_system_score_codex":0.000011762572,"about_ca_system_score_gemma":0.000076226876,"threshold_uncertainty_score":0.823579},"labels":[],"label_agreement":null},{"id":"W2884842199","doi":"10.1190/geo2017-0655.1","title":"Simultaneous reconstruction of seismic reflections and diffractions using a global hyperbolic Radon dictionary","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radon transform; Inversion (geology); Fourier transform; Reflection (computer programming); Hyperbola; Algorithm; Geology; Mathematics; Computer science; Geometry; Seismology; Mathematical analysis","score_opus":0.01727214459906126,"score_gpt":0.25562869760412305,"score_spread":0.23835655300506178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884842199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894396,0.000080385245,0.0052146073,0.00014249387,0.0005346096,0.00006829113,0.00006718322,0.000103615464,0.004349199],"genre_scores_gemma":[0.9938649,0.000052191866,0.005502127,0.00026445993,0.00023817521,2.9784442e-7,0.00001464775,0.0000023338084,0.000060883573],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944997,0.00003084313,0.00012914669,0.00015967876,0.00009851314,0.000131869],"domain_scores_gemma":[0.999632,0.00005349694,0.00007778117,0.00011599714,0.00007279432,0.000047919417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046292495,0.00008099856,0.00010200083,0.000048980157,0.00027804676,0.000016728747,0.000051607996,0.000038649694,0.0000921701],"category_scores_gemma":[0.00002196677,0.00007809393,0.000034043594,0.00027272772,0.0002526589,0.00020181424,0.0000069274192,0.00007829379,0.000028390028],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007785216,0.000057838774,0.080771536,0.00002782955,0.00005459792,0.0000046595615,0.00036318979,0.002215282,0.0037081512,0.00016076575,0.0008292631,0.91172904],"study_design_scores_gemma":[0.000393755,0.00044301062,0.06829312,0.0000873942,0.00011263104,0.0008726892,0.00093759416,0.8854107,0.0037764036,0.021265723,0.01800821,0.00039873182],"about_ca_topic_score_codex":0.008640923,"about_ca_topic_score_gemma":0.0000598781,"teacher_disagreement_score":0.9113303,"about_ca_system_score_codex":0.000011694549,"about_ca_system_score_gemma":0.00003891695,"threshold_uncertainty_score":0.9979606},"labels":[],"label_agreement":null},{"id":"W2886012437","doi":"10.36487/acg_repo/711_16","title":"Seismicity Management as Hill 50 Gold Mine, Western Australia","year":2007,"lang":"en","type":"article","venue":"Deep mining","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Induced seismicity; Term (time); Seismology; Task (project management); Geology; Computer science; Mining engineering; Engineering; Systems engineering","score_opus":0.02495468759295749,"score_gpt":0.2586505129893952,"score_spread":0.23369582539643768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886012437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91983336,0.00011281512,0.0037808598,0.00038666165,0.00040904226,0.00011294882,0.0000075025227,0.00020469197,0.075152144],"genre_scores_gemma":[0.97487026,0.000018073682,0.009645326,0.005046031,0.00010511904,4.827401e-7,0.000047191086,0.0000045979377,0.010262896],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988927,0.000029291621,0.00021747386,0.00025616115,0.000224631,0.00037973994],"domain_scores_gemma":[0.9995272,0.000069504254,0.00006928246,0.0001866393,0.0000182881,0.00012905197],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064712384,0.00013360706,0.00012330315,0.00014216034,0.00008599799,0.000054411576,0.0002270846,0.00006223008,0.0008897642],"category_scores_gemma":[0.00001491346,0.00012264597,0.00005047958,0.00015337962,0.000054854925,0.00017008808,0.000020361516,0.00011771751,0.0008413349],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042977423,0.000020868027,0.54240984,0.000036835612,0.000036113397,0.00023393868,0.00076658966,0.00015726197,0.000033546337,0.00008138813,0.048015226,0.40816543],"study_design_scores_gemma":[0.00039585074,0.00015343553,0.36696285,0.00009162872,0.000041958236,0.00009382089,0.0021374759,0.009528303,0.0022068224,0.00044908936,0.6174439,0.0004948563],"about_ca_topic_score_codex":0.005690772,"about_ca_topic_score_gemma":0.0001693619,"teacher_disagreement_score":0.5694287,"about_ca_system_score_codex":0.0000077069235,"about_ca_system_score_gemma":0.0000051854786,"threshold_uncertainty_score":0.99993664},"labels":[],"label_agreement":null},{"id":"W2886811671","doi":"10.3968/10220","title":"Seismic Attribute Analysis for Reservoir Description and Characterization of M-Field, Douala Sub-Basin, Cameroon","year":2018,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Structural basin; Sedimentary depositional environment; Seismic attribute; Submarine pipeline; Seismogram; Oil shale; Stratigraphy; Reservoir modeling; Mineral resource classification; Seismology; Paleontology; Geochemistry; Geotechnical engineering; Tectonics","score_opus":0.02431847629942715,"score_gpt":0.24634118923052747,"score_spread":0.22202271293110032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886811671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69472474,0.00020943915,0.30438408,0.0003841498,0.00009933018,0.000096500626,0.000014148449,0.00002321963,0.000064368454],"genre_scores_gemma":[0.99338424,0.0013171125,0.0044656205,0.0003693387,0.000026987,0.000009588906,0.00037235796,0.0000022210352,0.000052536074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925137,0.00003598736,0.00026237394,0.00020450307,0.00011940662,0.00012638322],"domain_scores_gemma":[0.99963284,0.0000495345,0.00012053863,0.00007292875,0.00008490641,0.00003925927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028523602,0.0000886951,0.00016237822,0.00027844094,0.000113023634,0.000032794836,0.000048954236,0.000040844083,0.000022073196],"category_scores_gemma":[0.000029476665,0.00008081458,0.000016905722,0.00025662893,0.00006426489,0.0008494501,0.000009239978,0.000039667146,0.0000029102162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002291534,0.000027850976,0.7726005,0.00006748051,0.000040084353,5.308269e-7,0.0014775483,0.00135076,0.0013571657,0.000048963706,0.00016652951,0.22263345],"study_design_scores_gemma":[0.0012666482,0.000821068,0.37861586,0.00012821195,0.00006865053,0.0000039344573,0.0014930947,0.33028334,0.16215773,0.0017374278,0.12291922,0.00050481106],"about_ca_topic_score_codex":0.000113480935,"about_ca_topic_score_gemma":0.0003814686,"teacher_disagreement_score":0.39398462,"about_ca_system_score_codex":0.000009009695,"about_ca_system_score_gemma":0.000030153851,"threshold_uncertainty_score":0.3295523},"labels":[],"label_agreement":null},{"id":"W2886929440","doi":"10.1139/cjes-2018-0055","title":"Geological origins of seismic bright spot reflections in the Ordovician strata in the Halahatang area of the Tarim Basin, western China","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Ordovician; Karst; Tectonics; Paleontology; Volcano; Volcanism; Volcanic rock; Tarim basin; Paleozoic; Carbonate rock; Structural basin; Geochemistry; Seismology; Sedimentary rock","score_opus":0.03751300207978396,"score_gpt":0.25571084514996606,"score_spread":0.21819784307018208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886929440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858443,0.00020262088,0.000032920296,0.00727147,0.00028380894,0.00009298912,0.000026867749,0.0000020179662,0.006243013],"genre_scores_gemma":[0.9976374,0.00002132342,0.00019915368,0.0020325491,0.000070511225,1.6926498e-7,0.0000010814573,9.0649183e-7,0.000036893704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868184,0.00026953535,0.00032890565,0.00011744727,0.00032982632,0.0002724439],"domain_scores_gemma":[0.99930006,0.00014761412,0.0002158631,0.00018909537,0.00006439667,0.00008294685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020187243,0.000082066595,0.00014984024,0.0002752812,0.0003470194,0.000077916724,0.0012197971,0.000036201072,0.0002809733],"category_scores_gemma":[0.00012944193,0.00003602298,0.00006289654,0.0010622003,0.0014413053,0.00027655793,0.000006661387,0.000295766,0.0000037639152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048922207,0.000009086366,0.99462885,0.0000024500362,0.0000026635555,0.000019384192,0.0019430468,0.00036994374,0.000014501538,0.00021887533,0.0006264545,0.0021598646],"study_design_scores_gemma":[0.00007779353,0.00024984486,0.9724689,0.00007289105,0.000006308759,0.00017468042,0.0020259477,0.0015436074,0.0003127521,0.0015398798,0.02147335,0.000054060078],"about_ca_topic_score_codex":0.22795324,"about_ca_topic_score_gemma":0.60374266,"teacher_disagreement_score":0.3757894,"about_ca_system_score_codex":0.0000051311654,"about_ca_system_score_gemma":0.00084295444,"threshold_uncertainty_score":0.7771879},"labels":[],"label_agreement":null},{"id":"W2887230420","doi":"10.1016/j.coal.2018.08.005","title":"Integrating mud gas and cuttings analyses to understand local CGR variation in the Montney tight gas reservoir","year":2018,"lang":"en","type":"article","venue":"International Journal of Coal Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Encana (Canada)","funders":"Natural Resources Canada","keywords":"Geology; Tight gas; Drill cuttings; Gas composition; Natural gas; Petroleum engineering; Sedimentary rock; Natural gas field; Drilling; Mineralogy; Fossil fuel; Soil science; Petrology; Geochemistry; Drilling fluid; Hydraulic fracturing; Chemistry","score_opus":0.032021228037205356,"score_gpt":0.3047718841451556,"score_spread":0.27275065610795024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887230420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158359,0.0001421331,0.056397486,0.02274143,0.00047929038,0.00005501273,0.0000037398402,0.000009718729,0.0043352805],"genre_scores_gemma":[0.99160147,0.000046083314,0.0031581155,0.004834808,0.00029988075,1.5541215e-7,0.0000044496383,0.0000015768136,0.000053461612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990106,0.00015291032,0.00030087185,0.00010562524,0.00030025974,0.00012972242],"domain_scores_gemma":[0.99918514,0.00027385986,0.00017617233,0.00006141377,0.00025363947,0.00004977695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008046247,0.00007362977,0.000121286204,0.00027596185,0.00006281583,0.00006228728,0.00036692736,0.00004634823,0.0003079821],"category_scores_gemma":[0.00024043562,0.000047247715,0.00003512152,0.000118223645,0.00017336996,0.00020725792,0.00002126466,0.00019571176,0.00001570249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00243121,0.00018468678,0.59219474,0.000020516152,0.00046595142,0.00072913495,0.04192306,0.008573308,0.0021639897,0.0054861424,0.1027339,0.24309336],"study_design_scores_gemma":[0.0027274385,0.0042024576,0.41134945,0.00043110995,0.000097940334,0.0038227916,0.02143252,0.267745,0.0059727267,0.17472409,0.106850296,0.0006441973],"about_ca_topic_score_codex":0.0048913793,"about_ca_topic_score_gemma":0.0010296241,"teacher_disagreement_score":0.2591717,"about_ca_system_score_codex":0.000016621401,"about_ca_system_score_gemma":0.000050893497,"threshold_uncertainty_score":0.73943347},"labels":[],"label_agreement":null},{"id":"W2887238685","doi":"10.1007/s00710-018-0619-2","title":"Resolution and uncertainty in lithospheric 3-D geological models","year":2018,"lang":"en","type":"article","venue":"Mineralogy and Petrology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Geological Survey of Canada; Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Geology; Lithosphere; Seismology; Classification of discontinuities; Discontinuity (linguistics); Observable; Geophysics; Tectonics; Geodesy; Mathematics","score_opus":0.01652185042216619,"score_gpt":0.21719119668456002,"score_spread":0.20066934626239383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887238685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861186,0.0009592025,0.0005750861,0.0022748678,0.0000964099,0.000037348786,0.0000041300227,0.000036745627,0.009897612],"genre_scores_gemma":[0.994565,0.00020578595,0.0013674145,0.003450344,0.00006832259,8.242422e-7,0.000017209439,9.909877e-7,0.00032411877],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935645,0.00010645747,0.00010140678,0.00020184093,0.000032194483,0.00020167514],"domain_scores_gemma":[0.9997821,0.00007377299,0.000021259719,0.00006445373,0.000014215589,0.000044229546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022713644,0.000070463764,0.00012278132,0.000055119923,0.000079158526,0.0000073541664,0.00005098314,0.000114000366,0.00040149674],"category_scores_gemma":[0.00001360128,0.000054641434,0.0000094111165,0.00007165963,0.0004753526,0.0000776975,0.000013196173,0.000114537244,0.0000151166205],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032260985,0.000019940937,0.9265597,0.0000089962095,0.000010515454,0.000036919453,0.0004958752,0.0012240299,0.00009279759,0.0044039167,0.00809431,0.05873039],"study_design_scores_gemma":[0.00040714088,0.0007211836,0.36843613,0.000004504923,0.0000063808043,0.00014546304,0.00005231728,0.58063215,0.000012345904,0.02992098,0.01953197,0.00012943844],"about_ca_topic_score_codex":0.007067025,"about_ca_topic_score_gemma":0.0013925377,"teacher_disagreement_score":0.5794081,"about_ca_system_score_codex":0.0000017262756,"about_ca_system_score_gemma":0.000008596098,"threshold_uncertainty_score":0.999545},"labels":[],"label_agreement":null},{"id":"W2888315153","doi":"10.1139/cjes-2018-0103","title":"Reprocessing legacy three-dimensional seismic data from the Halfmile Lake and Brunswick No. 6 volcanogenic massive sulphide deposits, New Brunswick, Canada","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Seismology; Prestack; Context (archaeology); Mineral exploration; Mineralogy; Geochemistry; Paleontology","score_opus":0.02725484711179018,"score_gpt":0.2212646744625092,"score_spread":0.194009827350719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888315153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98109037,0.0061687934,0.00019518395,0.009719923,0.0014228692,0.000093390896,0.0001209124,0.000013143241,0.0011754438],"genre_scores_gemma":[0.9873603,0.00003674908,0.0032691823,0.00815608,0.0008190179,2.9733426e-8,0.00003349533,0.000004643461,0.0003204838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818707,0.00007546733,0.00035992436,0.00038597637,0.0005013287,0.0004902563],"domain_scores_gemma":[0.9981093,0.0002646842,0.00029660485,0.0003589935,0.00023209187,0.00073832145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081542926,0.00016667943,0.00020989009,0.00013140979,0.0011571383,0.0005026741,0.0012594517,0.00005247301,0.0012979113],"category_scores_gemma":[0.00038779658,0.00011143987,0.0000368217,0.0003955659,0.00096930756,0.0011230252,0.000038243674,0.00027853658,0.000041325045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018819743,0.0000020852576,0.8151881,0.000003689464,0.000031468757,0.00012027641,0.00018063566,0.00024280006,0.00001771151,0.000014225909,0.15468107,0.029499076],"study_design_scores_gemma":[0.00030784536,0.00024135903,0.6454333,0.00022654647,0.000049363225,0.00039476235,0.00042965144,0.08526,0.00046217415,0.0007167826,0.2661556,0.00032262542],"about_ca_topic_score_codex":0.993586,"about_ca_topic_score_gemma":0.99978834,"teacher_disagreement_score":0.16975485,"about_ca_system_score_codex":0.000006301936,"about_ca_system_score_gemma":0.0322226,"threshold_uncertainty_score":0.999615},"labels":[],"label_agreement":null},{"id":"W2888504409","doi":"10.1190/geo2017-0824.1","title":"Uncertainty quantification for inverse problems with weak partial-differential-equation constraints","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Posterior probability; Uncertainty quantification; Inverse problem; Applied mathematics; Mathematics; Markov chain Monte Carlo; Mathematical optimization; Covariance; Gaussian; Bayesian probability; Partial differential equation; Prior probability; Computer science; Algorithm; Statistics; Mathematical analysis","score_opus":0.03330699774230627,"score_gpt":0.23233598916397408,"score_spread":0.1990289914216678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888504409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6748679,0.000013946573,0.31716353,0.00084958656,0.0006190589,0.0008913694,0.00017200054,0.00033946297,0.005083102],"genre_scores_gemma":[0.995929,0.0000066691196,0.00273305,0.00038082481,0.00021646416,0.000007993423,0.00044369377,0.0000042602287,0.00027804082],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992359,0.000031105992,0.00013794309,0.00023102584,0.00015465525,0.0002093286],"domain_scores_gemma":[0.99945843,0.00005502642,0.00010528924,0.00017786206,0.00014796949,0.000055416655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001381473,0.000106192165,0.00010512725,0.000039157494,0.00020780823,0.000054666307,0.000111301626,0.00004317883,0.0003398005],"category_scores_gemma":[0.000020524583,0.00008204282,0.000035123106,0.0001381444,0.0003214935,0.00018686545,0.000004079797,0.000057534122,0.00022669301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004747376,0.00016546997,0.028053926,0.00017847009,0.00012269532,0.0000013639138,0.0022538027,0.0028132666,0.005582927,0.011105943,0.045375656,0.9038717],"study_design_scores_gemma":[0.00096299604,0.0009011013,0.011203971,0.000088382934,0.000069663125,0.0000044953613,0.00051787245,0.9020646,0.02014731,0.015248929,0.048321515,0.00046911472],"about_ca_topic_score_codex":0.0014395354,"about_ca_topic_score_gemma":0.00011725803,"teacher_disagreement_score":0.9034026,"about_ca_system_score_codex":0.000005282372,"about_ca_system_score_gemma":0.000056170225,"threshold_uncertainty_score":0.37205774},"labels":[],"label_agreement":null},{"id":"W2888680913","doi":"10.1190/int-2018-0067.1","title":"Application of instantaneous-frequency attribute and gamma-ray wireline logs in the delineation of lithology in Serbin field, Southeast Texas: A case study","year":2018,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Imperial College London; McGill University","keywords":"Lithology; Geology; Petrophysics; Oil shale; Low frequency; Well logging; Field (mathematics); Seismology; Porosity; Mineralogy; Petrology; Geophysics; Paleontology; Geotechnical engineering","score_opus":0.010738476864738632,"score_gpt":0.2598825566085394,"score_spread":0.24914407974380073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888680913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97195053,0.000077399505,0.027144738,0.00024501138,0.000034523215,0.00029257053,0.000012828955,0.000011282644,0.00023110815],"genre_scores_gemma":[0.9989148,0.000010515792,0.0007770829,0.00025135945,0.000014961868,0.0000032832245,0.000022875707,0.0000014490903,0.0000036943984],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923193,0.00016025621,0.00031120528,0.00013262716,0.00008944159,0.0000745373],"domain_scores_gemma":[0.99950457,0.00016444246,0.000119439355,0.00012466148,0.000075826545,0.000011065785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005525134,0.000059983442,0.000109717985,0.00014335262,0.00002110422,0.000007531891,0.00009154334,0.00004361958,0.000023691193],"category_scores_gemma":[0.00009652884,0.00004450378,0.000012924367,0.00021038961,0.00007757309,0.00010135637,0.0000062029003,0.000080259466,0.0000039696174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110669156,0.00006435949,0.8531608,0.000021003294,0.000004278966,0.000054865744,0.011181483,0.00012963072,0.00022716631,0.000022568458,0.000033624463,0.13498956],"study_design_scores_gemma":[0.0011003477,0.0027959442,0.2294902,0.00015700542,0.000036119633,0.00096158026,0.032113433,0.728947,0.0024162997,0.0016683732,0.00010123092,0.00021248568],"about_ca_topic_score_codex":0.022903966,"about_ca_topic_score_gemma":0.0060998388,"teacher_disagreement_score":0.72881734,"about_ca_system_score_codex":0.000004366898,"about_ca_system_score_gemma":0.000015152897,"threshold_uncertainty_score":0.9836026},"labels":[],"label_agreement":null},{"id":"W2888703512","doi":"10.7939/r3pz51r0w","title":"Seismic response of coal seams in the Western Canadian Basin","year":2002,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Coal mining; Structural basin; Mining engineering; Coal; Geomorphology; Geography; Archaeology","score_opus":0.010400439816402587,"score_gpt":0.15964758612622307,"score_spread":0.14924714630982047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888703512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94809794,0.00005962631,0.0000067433293,0.011005577,0.000029388946,0.0000618105,0.00002206964,0.000011623935,0.04070524],"genre_scores_gemma":[0.9899591,0.000037966314,0.00016529593,0.0024600513,0.0000056047174,6.6434556e-9,0.000021692016,0.0000014485756,0.0073488313],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945396,0.00015991165,0.00007111918,0.00009411577,0.00009069244,0.00013022812],"domain_scores_gemma":[0.99948037,0.00026250028,0.000039597508,0.00015004438,0.000005178789,0.00006230653],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011471899,0.00005419016,0.00009284456,0.0001758319,0.00005755641,0.000008272813,0.0003632687,0.0000427568,0.0025390394],"category_scores_gemma":[0.000010754769,0.00004767048,0.000037516216,0.00017635434,0.00012347661,0.00036627677,0.000010551766,0.0000835859,0.00006697621],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011697096,0.000015646236,0.8278547,0.000008687738,0.0000059392355,0.00003277294,0.006063787,0.00016152851,0.0000017130338,0.000012432625,0.16380386,0.0019219512],"study_design_scores_gemma":[0.00030482028,0.00012988097,0.48502734,0.00004383356,0.000008253574,0.000013718415,0.0025377062,0.022142472,0.00032000497,0.00006355438,0.48929036,0.00011805379],"about_ca_topic_score_codex":0.6941746,"about_ca_topic_score_gemma":0.04398722,"teacher_disagreement_score":0.6501874,"about_ca_system_score_codex":0.0000030010167,"about_ca_system_score_gemma":0.0000605683,"threshold_uncertainty_score":0.9983728},"labels":[],"label_agreement":null},{"id":"W2889178886","doi":"10.1109/ssp.2018.8450788","title":"Non-Stationarity and Offset Coherence Information in Geomagnetic Applications","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Coherence (philosophical gambling strategy); Offset (computer science); Computer science; Earth's magnetic field; Coherence time; A priori and a posteriori; Statistical physics; Magnetic field; Algorithm; Physics; Mathematics; Statistics","score_opus":0.007376725437581834,"score_gpt":0.2102115984988163,"score_spread":0.20283487306123446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889178886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81034046,0.00006840252,0.024163775,0.0018158028,0.00009184692,0.00053503126,0.000050029757,0.00016675782,0.16276787],"genre_scores_gemma":[0.99344087,0.00001587305,0.004637528,0.0016845546,0.000014838758,0.0000031573636,0.00007123993,3.459921e-7,0.0001316081],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997033,0.000006999216,0.00009186593,0.000061846564,0.000063584615,0.000072412295],"domain_scores_gemma":[0.99983263,0.00002251892,0.000021759795,0.00006168259,0.00003336437,0.00002801696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001023365,0.000034776996,0.000035389497,0.000067667395,0.00006352208,0.000029926097,0.00005359994,0.000020832847,0.0009057996],"category_scores_gemma":[0.0000073201472,0.000029571524,0.0000044751514,0.00011906686,0.00008725992,0.00035272652,0.0000046939213,0.000036984904,0.0003068452],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007850056,0.000008107233,0.3846797,0.000012772508,0.0000010869604,1.9370593e-7,0.00040418433,0.00001485396,0.000012687571,0.00030713528,0.021086002,0.5934654],"study_design_scores_gemma":[0.00016042773,0.00009346162,0.7374986,0.000007619954,0.0000016675651,0.0000051042466,0.00027728447,0.168919,0.00045454648,0.0049635163,0.08752184,0.000096936004],"about_ca_topic_score_codex":0.005476733,"about_ca_topic_score_gemma":0.00025321805,"teacher_disagreement_score":0.5933685,"about_ca_system_score_codex":0.0000015479054,"about_ca_system_score_gemma":0.000015736832,"threshold_uncertainty_score":0.9917871},"labels":[],"label_agreement":null},{"id":"W2889215995","doi":"10.1190/geo2017-0621.1","title":"Computation of dry-rock <i>V</i> P/ <i>V</i> S ratio, fluid property factor, and density estimation from amplitude-variation-with-offset inversion","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Amplitude versus offset; Amplitude; Geology; Computation; Inversion (geology); Well logging; Offset (computer science); Mathematics; Geophysics; Seismology; Physics; Algorithm; Computer science; Optics","score_opus":0.011408315368896452,"score_gpt":0.20255683702681454,"score_spread":0.1911485216579181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889215995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85981894,0.000026730339,0.13913962,0.0001902248,0.00013718143,0.00016520343,0.00008159133,0.00008635625,0.00035415246],"genre_scores_gemma":[0.9871933,0.000014375467,0.011588698,0.0007549395,0.000080841324,5.965617e-7,0.00032851213,0.0000037005486,0.000035043107],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991849,0.000053706273,0.00017034118,0.0002303941,0.00023621874,0.0001244201],"domain_scores_gemma":[0.9994231,0.000072561525,0.00013862345,0.00014009695,0.0001703013,0.000055337783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007998039,0.000117809854,0.00014924172,0.000042968855,0.00018820901,0.000049815488,0.00008276045,0.00005418584,0.00007132593],"category_scores_gemma":[0.000022353093,0.0000817257,0.000022594972,0.00015945507,0.00010084465,0.00041347384,0.00001657325,0.00007352877,0.00007641025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047134116,0.00014437598,0.33963498,0.00013711695,0.00011562101,0.0000046589985,0.0061559794,0.0029923993,0.018064516,0.00021804323,0.013324764,0.6187362],"study_design_scores_gemma":[0.00038841166,0.00030776032,0.19455117,0.000059375434,0.000030672305,0.0000012579778,0.00008571616,0.77446324,0.024278305,0.004770392,0.0008603467,0.00020334651],"about_ca_topic_score_codex":0.011215424,"about_ca_topic_score_gemma":0.00007901247,"teacher_disagreement_score":0.77147084,"about_ca_system_score_codex":0.0000060798006,"about_ca_system_score_gemma":0.000045242756,"threshold_uncertainty_score":0.99536896},"labels":[],"label_agreement":null},{"id":"W2889674205","doi":"10.1190/segam2018-2997711.1","title":"Correcting for salt misinterpretation with full-waveform inversion","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Amplitude; Inversion (geology); Azimuth; Waveform; Seismology; Computer science; USable; Economic geology; Algorithm; Geodesy; Telecommunications; Mathematics; Optics; Geometry; Physics; Metamorphic petrology; World Wide Web","score_opus":0.013094805675614784,"score_gpt":0.22248586799794995,"score_spread":0.20939106232233518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889674205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7569159,0.000022246735,0.18841203,0.00073459116,0.0005691488,0.00027182436,0.000007352113,0.00034288043,0.05272397],"genre_scores_gemma":[0.97505784,0.0000016575202,0.02123307,0.002620279,0.00010235351,6.782719e-7,0.000041372303,0.0000024644414,0.00094026676],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995086,0.000010423392,0.000085418,0.00014701311,0.00009752123,0.00015099406],"domain_scores_gemma":[0.99967813,0.000067674926,0.000043952037,0.00008368868,0.00008019935,0.000046373327],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015215165,0.00006773711,0.00006440069,0.00006118823,0.00017278049,0.00003607418,0.00007890093,0.000028781731,0.0011940248],"category_scores_gemma":[0.000028874618,0.00004507512,0.000023499737,0.000094329975,0.00007224393,0.00020772296,0.0000035700423,0.00004052911,0.000193186],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037448716,0.00000848333,0.028810715,0.000020251478,0.000013080907,0.0000010670896,0.0010786458,0.000022082699,0.00023477753,0.00003814779,0.06448906,0.9049092],"study_design_scores_gemma":[0.0005998354,0.002437975,0.0030232752,0.00009817591,0.00002260177,0.00007870412,0.002687075,0.8734769,0.07347354,0.0012707784,0.04250811,0.00032298468],"about_ca_topic_score_codex":0.0024213956,"about_ca_topic_score_gemma":0.00029076432,"teacher_disagreement_score":0.9045862,"about_ca_system_score_codex":0.000004436903,"about_ca_system_score_gemma":0.00002066149,"threshold_uncertainty_score":0.999719},"labels":[],"label_agreement":null},{"id":"W2889706304","doi":"10.1190/segam2018-2996280.1","title":"An unsupervised learning method for residual seismic signal recovery","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Residual; Computer science; SIGNAL (programming language); Unsupervised learning; Artificial intelligence; Algorithm","score_opus":0.020686288712171534,"score_gpt":0.273287519943174,"score_spread":0.2526012312310025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889706304","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20043987,0.00010235244,0.7312521,0.0015693681,0.0004895582,0.0003756238,0.000053135976,0.0009893355,0.0647287],"genre_scores_gemma":[0.67329067,0.000013190818,0.3135188,0.007395386,0.0005175456,0.0000018964303,0.00018670133,0.0000073575316,0.0050684754],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990566,0.00014056703,0.0001411416,0.00027021667,0.00013030082,0.00026118793],"domain_scores_gemma":[0.99945277,0.00020261608,0.000038118586,0.00013910144,0.00007242866,0.00009493863],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007427885,0.00010214703,0.00011688263,0.00009102907,0.00028462833,0.00007387675,0.00019431068,0.0000647473,0.005474672],"category_scores_gemma":[0.000042224307,0.00008267583,0.000048402555,0.00009925225,0.00006802339,0.00024756143,0.0000056494882,0.00010699561,0.0002153798],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017921363,0.000014805554,0.009128488,0.000011375316,0.000017006505,0.000001859062,0.00027625388,0.0011540115,0.00101907,0.00006619098,0.11060458,0.8775272],"study_design_scores_gemma":[0.0002385446,0.001319186,0.0014471015,0.000009753987,0.000012047283,0.000009829969,0.0004160425,0.80989015,0.022410499,0.0033447207,0.1607044,0.00019770079],"about_ca_topic_score_codex":0.005983908,"about_ca_topic_score_gemma":0.00007497462,"teacher_disagreement_score":0.87732947,"about_ca_system_score_codex":0.0000032225464,"about_ca_system_score_gemma":0.000039299495,"threshold_uncertainty_score":0.99543446},"labels":[],"label_agreement":null},{"id":"W2889713726","doi":"10.1190/geo2018-0199.1","title":"Estimation of fracture weaknesses and integrated attenuation factors from azimuthal variations in seismic amplitudes","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuation; Geology; Anelastic attenuation factor; Amplitude; Azimuth; Fracture (geology); Seismic wave; Acoustics; Seismology; Mechanics; Geometry; Geotechnical engineering; Physics; Optics; Mathematics","score_opus":0.011523471972505037,"score_gpt":0.2243657078633611,"score_spread":0.21284223589085607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889713726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651765,0.000030677867,0.03413687,0.000156733,0.00009455666,0.00006436896,0.00009872319,0.00003997117,0.00020157437],"genre_scores_gemma":[0.99725765,0.000010283966,0.001984644,0.00025401605,0.000041838466,4.357763e-7,0.00043289523,0.000001977115,0.000016259084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952364,0.000032631375,0.00012876946,0.00012924345,0.000098891396,0.000086818865],"domain_scores_gemma":[0.9996452,0.00011563293,0.00007671836,0.00009156894,0.000047993784,0.000022886505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006467331,0.00007579996,0.00010349126,0.000066125496,0.00005877394,0.000025485528,0.00006420176,0.000048115682,0.0001978543],"category_scores_gemma":[0.000042995012,0.00006237057,0.000015060994,0.00018740405,0.00008569363,0.00024613625,0.0000055769106,0.00007503187,0.000024214796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003685322,0.000053934855,0.73348916,0.000026845546,0.000027461887,9.4792426e-7,0.0046056826,0.0029893324,0.0006629308,0.0002078881,0.0014183004,0.25648066],"study_design_scores_gemma":[0.00010013501,0.00005018685,0.74578625,0.00003097166,0.000009181813,2.8041507e-7,0.00027442368,0.22821516,0.004569597,0.020278964,0.0006022825,0.00008258767],"about_ca_topic_score_codex":0.032550734,"about_ca_topic_score_gemma":0.0001697749,"teacher_disagreement_score":0.25639808,"about_ca_system_score_codex":0.0000039954857,"about_ca_system_score_gemma":0.000028814737,"threshold_uncertainty_score":0.9738916},"labels":[],"label_agreement":null},{"id":"W2889782288","doi":"10.1190/segam2018-2995048.1","title":"Focal-time estimation: A new method for stratigraphic depth control of induced seismicity","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Induced seismicity; Geology; Estimation; Seismology; Geodesy; Engineering; Systems engineering","score_opus":0.0240201534357432,"score_gpt":0.28207998821565305,"score_spread":0.25805983477990985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889782288","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022107955,0.000031188574,0.965311,0.0015002573,0.00009627369,0.00029698407,0.000028498036,0.00013954667,0.010488333],"genre_scores_gemma":[0.72472787,0.0000011969717,0.27189097,0.002896043,0.00006975036,8.620146e-7,0.000016672251,0.0000019213494,0.00039471805],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992675,0.000054102165,0.00020539235,0.00017275562,0.00013242863,0.00016782359],"domain_scores_gemma":[0.9993619,0.00022342554,0.00008890602,0.00014912912,0.00008594513,0.00009069838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039984594,0.00009494421,0.00018032412,0.0000929084,0.00008492834,0.000022870287,0.00015306335,0.00006396065,0.0013784902],"category_scores_gemma":[0.00007919762,0.000073657655,0.000071122486,0.00016843784,0.000067010675,0.00016211945,0.0000030741592,0.000053866173,0.000057283127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013297868,0.000019865098,0.006079907,0.000021739152,0.000046051395,4.7588054e-7,0.00016867231,0.00015165326,0.002333385,0.00055164355,0.077482805,0.91301084],"study_design_scores_gemma":[0.0005422388,0.00056744966,0.0047033164,0.000013994426,0.000024512101,0.000005212914,0.00003510075,0.93287885,0.045974758,0.01051472,0.0046212263,0.000118607415],"about_ca_topic_score_codex":0.010365288,"about_ca_topic_score_gemma":0.00010564263,"teacher_disagreement_score":0.9327272,"about_ca_system_score_codex":0.0000014591955,"about_ca_system_score_gemma":0.0000899703,"threshold_uncertainty_score":0.99953437},"labels":[],"label_agreement":null},{"id":"W2889849035","doi":"10.1190/geo2018-0060.1","title":"Robust refraction statics solution and near-surface velocity model building using feedback from reflection data","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Statics; Refraction; Residual; Inversion (geology); Reflection (computer programming); Geology; Optics; Algorithm; Computer science; Physics; Seismology","score_opus":0.10675301915839015,"score_gpt":0.2875992779522859,"score_spread":0.18084625879389576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889849035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76299393,0.000043911343,0.23606339,0.000121082434,0.00023572019,0.000052887248,0.00012338115,0.00009105331,0.00027464857],"genre_scores_gemma":[0.74674964,0.00004665991,0.25240898,0.000310783,0.00018660078,6.251477e-8,0.00025272014,0.000004337413,0.000040216397],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991748,0.00004046635,0.0001278533,0.00030507933,0.00016809654,0.00018374214],"domain_scores_gemma":[0.99943876,0.000040009323,0.00009821274,0.00030460494,0.00006627688,0.000052146876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020035105,0.000101143996,0.00010071813,0.000014316238,0.00046641336,0.000118688615,0.00014571192,0.000060942995,0.00004029874],"category_scores_gemma":[0.000024005874,0.0001009445,0.000013232361,0.00014956293,0.000135892,0.00081243773,0.000046824924,0.00014060682,0.000035562738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003090696,0.000093712544,0.027540892,0.000071734554,0.00010943362,0.0000046435202,0.0023468928,0.18290958,0.0352219,0.00010988277,0.03837765,0.71290463],"study_design_scores_gemma":[0.00009032856,0.000037858463,0.0033483524,0.000020450276,0.000023734347,0.0000020970265,0.00006765097,0.9878202,0.0018261498,0.005276881,0.0013615801,0.00012472317],"about_ca_topic_score_codex":0.02299543,"about_ca_topic_score_gemma":0.00011235153,"teacher_disagreement_score":0.8049106,"about_ca_system_score_codex":0.000015728863,"about_ca_system_score_gemma":0.000055831613,"threshold_uncertainty_score":0.98351055},"labels":[],"label_agreement":null},{"id":"W2889866432","doi":"10.1190/segam2018-2998081.1","title":"Multiparameter vector acoustic full-waveform inversion","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Waveform; Computer science; Acoustics; Speech recognition; Geology; Telecommunications; Physics; Seismology","score_opus":0.017571392088767963,"score_gpt":0.22083552828527117,"score_spread":0.20326413619650321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889866432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8654792,0.000039222057,0.008937949,0.0009770566,0.0010499194,0.00016466458,0.000011593856,0.0005717415,0.1227687],"genre_scores_gemma":[0.9858645,0.000010514839,0.0070248907,0.00477138,0.00016936098,2.9626202e-7,0.000021833823,0.0000024794435,0.002134695],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929947,0.000020250713,0.00011000548,0.00018567326,0.00015697064,0.00022760635],"domain_scores_gemma":[0.9996057,0.000053450825,0.00003034941,0.00017003872,0.000045416964,0.000095041374],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013382938,0.00009331055,0.00008538119,0.00008130725,0.0001464609,0.000037635004,0.00015444185,0.000053564454,0.014206863],"category_scores_gemma":[0.00004135692,0.00006604008,0.000040431525,0.00013272167,0.00015298689,0.00020433411,0.000012613151,0.00008036114,0.0055007106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016134663,0.000035398494,0.053730085,0.000024230329,0.000027497517,0.000015687416,0.0005489013,0.00005404663,0.003878421,0.0000501471,0.433265,0.5082092],"study_design_scores_gemma":[0.0004148198,0.00084056455,0.025147863,0.00002994165,0.000020548241,0.000033574343,0.00035461845,0.77017856,0.03751998,0.00085299095,0.16419159,0.00041493974],"about_ca_topic_score_codex":0.0030144057,"about_ca_topic_score_gemma":0.00016385356,"teacher_disagreement_score":0.7701245,"about_ca_system_score_codex":0.0000050012864,"about_ca_system_score_gemma":0.000018070556,"threshold_uncertainty_score":0.99527365},"labels":[],"label_agreement":null},{"id":"W2889869056","doi":"10.1190/segam2018-2997924.1","title":"A subsampled truncated Newton approach for multiparameter full-waveform inversion","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hessian matrix; Computer science; Algorithm; Inversion (geology); Computation; Newton's method; Waveform; Applied mathematics; Mathematics; Geology; Telecommunications; Physics","score_opus":0.033706321857895856,"score_gpt":0.23524395891125496,"score_spread":0.20153763705335911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889869056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6839315,0.00005337538,0.23327442,0.0014378761,0.000713982,0.001165689,0.00006340557,0.0010419892,0.078317754],"genre_scores_gemma":[0.8785282,0.000007630169,0.114473395,0.003712426,0.00016460879,0.000004097985,0.00040256654,0.0000056200493,0.0027014695],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990374,0.000026602258,0.00017159122,0.0002942504,0.00015287264,0.00031731222],"domain_scores_gemma":[0.9994595,0.00008162165,0.00005447417,0.00020560544,0.0000895289,0.000109263616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002749972,0.00013464478,0.00014454412,0.00012060393,0.00020971887,0.000052160998,0.00020326977,0.00008718165,0.0021009345],"category_scores_gemma":[0.000057225774,0.000095996395,0.00008141113,0.00019001303,0.00014896579,0.00023083872,0.000011550192,0.00007397186,0.00030959456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010428911,0.000109109424,0.03623672,0.00007643801,0.00006862137,0.0000019119643,0.00097355526,0.000079065736,0.0021659401,0.00022055228,0.5525572,0.40646803],"study_design_scores_gemma":[0.00058459945,0.00050021114,0.0016459043,0.0000061797764,0.0000138096775,0.000007920012,0.0002504105,0.8811684,0.016021376,0.0006394477,0.09894718,0.0002145269],"about_ca_topic_score_codex":0.0050568166,"about_ca_topic_score_gemma":0.00007899273,"teacher_disagreement_score":0.8810894,"about_ca_system_score_codex":0.0000067765077,"about_ca_system_score_gemma":0.000026209418,"threshold_uncertainty_score":0.9988113},"labels":[],"label_agreement":null},{"id":"W2889902496","doi":"10.1190/segam2018-2998404.1","title":"Low-rank representation of extended image volumes: Applications to imaging and velocity continuation","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Continuation; Representation (politics); Image (mathematics); Computer science; Rank (graph theory); Artificial intelligence; Computer vision; Mathematics; Combinatorics","score_opus":0.012582298049727138,"score_gpt":0.2627653773112312,"score_spread":0.250183079261504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889902496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4997835,0.00009234589,0.43835688,0.0026678182,0.00013661134,0.00068922,0.000040691168,0.00027860375,0.05795435],"genre_scores_gemma":[0.9695101,0.000014795154,0.029106023,0.0009491253,0.00005369531,0.0000032207972,0.000032674074,0.0000016954057,0.00032869796],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99944633,0.000026283431,0.00014350201,0.00017502364,0.00011080896,0.000098076955],"domain_scores_gemma":[0.99957937,0.00004548825,0.00005314142,0.00013914504,0.00012983741,0.00005304196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017084001,0.00005429484,0.0000809922,0.000083833234,0.00009484025,0.00003198069,0.0000776268,0.000016016744,0.00062893704],"category_scores_gemma":[0.000046442896,0.000048365266,0.000016988814,0.00019892048,0.00013747862,0.00022596554,0.000010164821,0.000030416082,0.00008993302],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020915517,0.00001358172,0.05043065,0.000013144025,0.000004966128,3.4806044e-7,0.0004432401,0.000002145375,0.0045664697,0.00012202317,0.021798747,0.92258376],"study_design_scores_gemma":[0.00046508256,0.0001680098,0.48497152,0.0000483164,0.000026261965,0.000012849431,0.0019191254,0.19444926,0.28853065,0.0075193024,0.021569086,0.00032052302],"about_ca_topic_score_codex":0.0030256396,"about_ca_topic_score_gemma":0.000047316094,"teacher_disagreement_score":0.92226326,"about_ca_system_score_codex":0.0000022803383,"about_ca_system_score_gemma":0.000012776002,"threshold_uncertainty_score":0.68864197},"labels":[],"label_agreement":null},{"id":"W2890044217","doi":"10.1190/segam2018-2996106.1","title":"Amplitude variation with offset (AVO) inversion modeling with a local elastic solver","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Solver; Inversion (geology); Amplitude; Offset (computer science); Amplitude versus offset; Waveform; Geology; Computer science; Acoustics; Algorithm; Seismology; Optics; Physics; Telecommunications","score_opus":0.012720775159115905,"score_gpt":0.1960156076512026,"score_spread":0.1832948324920867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890044217","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1791267,0.00001094102,0.8091402,0.0003348641,0.00006831217,0.000091542825,0.0000049022547,0.0001970627,0.011025481],"genre_scores_gemma":[0.9788719,0.0000046498058,0.018479478,0.0023395277,0.00006853801,5.7899234e-7,0.00004241603,0.0000038072637,0.00018910899],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916255,0.000025798992,0.000106026026,0.00023830973,0.00025540747,0.00021187955],"domain_scores_gemma":[0.99957716,0.00003230541,0.000038566843,0.00015116899,0.00009397379,0.00010680165],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014356364,0.00011331822,0.000097728116,0.0000862918,0.00018439353,0.000051699164,0.000113988666,0.00004597659,0.0018090875],"category_scores_gemma":[0.000009221856,0.00006879471,0.000016183501,0.00018083592,0.00014551074,0.00031627764,0.0000082714405,0.00009311607,0.00028696746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046258,0.0002906036,0.27825865,0.00017302297,0.0003462075,0.000096326694,0.0065699294,0.2687548,0.0004931646,0.003542187,0.10558203,0.33126727],"study_design_scores_gemma":[0.00027964657,0.00051731284,0.0017761495,0.000038626436,0.000017351827,0.000016945327,0.00023261164,0.99420804,0.0004293772,0.00051051495,0.0018238355,0.0001495633],"about_ca_topic_score_codex":0.008115865,"about_ca_topic_score_gemma":0.00039853773,"teacher_disagreement_score":0.7997452,"about_ca_system_score_codex":0.00000801463,"about_ca_system_score_gemma":0.00006914605,"threshold_uncertainty_score":0.99910337},"labels":[],"label_agreement":null},{"id":"W2890064208","doi":"10.1190/segam2018-2998504.1","title":"Monogenic signal in seismic pattern recognition","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Instantaneous phase; Hilbert transform; Analytic signal; Interpretation (philosophy); Algorithm; SIGNAL (programming language); Computer science; Riesz transform; Envelope (radar); Speech recognition; Signal processing; Seismology; Geology; Mathematics; Mathematical analysis; Digital signal processing; Telecommunications","score_opus":0.022011985208471502,"score_gpt":0.2161210169719354,"score_spread":0.1941090317634639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890064208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940482,0.000039776685,0.0070872447,0.00061709055,0.00015851874,0.000075718955,0.00001270336,0.00014925475,0.05137768],"genre_scores_gemma":[0.9929151,0.000015660167,0.00093791867,0.0056993114,0.00009208993,4.2029467e-7,0.000039966973,0.0000014428942,0.00029806924],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949855,0.000031664986,0.00010208897,0.0001361862,0.00007989671,0.00015164589],"domain_scores_gemma":[0.9998299,0.000024033227,0.000019702615,0.000070234644,0.000019489222,0.000036650803],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015468795,0.0000562142,0.0000564686,0.000093614406,0.000042918444,0.000019777191,0.00008485281,0.000033279764,0.012698041],"category_scores_gemma":[0.0000053784456,0.00004651334,0.000020625319,0.00011912169,0.000052811476,0.00013774635,0.000004205483,0.00006400361,0.0025660882],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006030698,0.000004548355,0.1074535,0.0000014905196,0.0000013457188,0.000002895828,0.00006275663,0.000004485287,0.000026220712,2.5114946e-7,0.011682732,0.88075376],"study_design_scores_gemma":[0.00049865356,0.00043944773,0.14009796,0.000053524975,0.000007437805,0.00003714739,0.00034582758,0.776532,0.034847375,0.007881219,0.038849402,0.0004100024],"about_ca_topic_score_codex":0.011990166,"about_ca_topic_score_gemma":0.00037399825,"teacher_disagreement_score":0.88034374,"about_ca_system_score_codex":0.0000028550483,"about_ca_system_score_gemma":0.000013126002,"threshold_uncertainty_score":0.99821055},"labels":[],"label_agreement":null},{"id":"W2890136549","doi":"10.1190/segam2018-2987815.1","title":"The Duvernay Formation: The application of structure and simultaneous inversion for reservoir characterization and induced seismicity","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Prestack; Inversion (geology); Seismology; Seismic inversion; Classification of discontinuities; Reservoir modeling; Seismogram; Lithology; Economic geology; Petrology; Geotechnical engineering; Tectonics; Volcanism; Geometry","score_opus":0.01140527598202573,"score_gpt":0.22004569438317167,"score_spread":0.20864041840114594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890136549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816554,0.000025435651,0.014839957,0.002844996,0.00005893927,0.0003030545,0.000036979938,0.000027129681,0.000208094],"genre_scores_gemma":[0.9981488,0.00005554035,0.00034195193,0.001238103,0.00005078975,0.0000010112697,0.000058767695,0.0000012404079,0.000103792],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962646,0.000022170145,0.00010448581,0.00008814565,0.000083905274,0.00007482772],"domain_scores_gemma":[0.9994952,0.00020649405,0.00008652758,0.00010832947,0.000082296916,0.000021140675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830644,0.00005026424,0.000049520273,0.000018884386,0.00040270208,0.00003894145,0.0000959447,0.000037712907,0.000015377876],"category_scores_gemma":[0.000057056743,0.000025468986,0.0000094112675,0.000070350725,0.00013556266,0.00017350049,0.000012699187,0.000042228723,0.0000013228478],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012096376,0.0000030496167,0.009472821,0.000034281493,0.000008078089,7.294865e-8,0.00090994616,0.000014210156,0.009862074,0.00035185617,0.0026938894,0.97652876],"study_design_scores_gemma":[0.00013991172,0.00013602659,0.011953966,0.000006960054,0.0000075319444,0.0000061253536,0.00029067576,0.86210966,0.048656926,0.0017442225,0.074888,0.00005997012],"about_ca_topic_score_codex":0.00083181344,"about_ca_topic_score_gemma":0.00009762792,"teacher_disagreement_score":0.9764688,"about_ca_system_score_codex":0.0000020425084,"about_ca_system_score_gemma":0.000008305028,"threshold_uncertainty_score":0.30972996},"labels":[],"label_agreement":null},{"id":"W2890169811","doi":"10.1190/segam2018-2997713.1","title":"Strategies for reducing crosstalk in viscoacoustic full-waveform inversion","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Computer science; Waveform; Crosstalk; Amplitude; Attenuation; Acoustics; Geology; Telecommunications; Seismology; Physics; Optics","score_opus":0.020450175396545554,"score_gpt":0.25068246030880714,"score_spread":0.23023228491226158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890169811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8812537,0.000049492413,0.023092033,0.0005373944,0.0005322186,0.00026774334,0.0000159673,0.00022515835,0.09402628],"genre_scores_gemma":[0.99076414,0.000008503473,0.0072296737,0.001071001,0.000104182596,0.0000011578803,0.000031544623,0.0000026914136,0.0007871294],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992779,0.000013272613,0.0001476091,0.00019934987,0.00010496641,0.00025692108],"domain_scores_gemma":[0.9996932,0.00005815938,0.000034557426,0.000119911674,0.000043229473,0.000050914252],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025324762,0.000089118534,0.00009618396,0.00012893925,0.00015592229,0.000095219795,0.00012886697,0.000051126182,0.0015486771],"category_scores_gemma":[0.000024343071,0.00006916622,0.00003298316,0.00015658153,0.00014527017,0.00041632846,0.000009089442,0.00006588944,0.00015919891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059379474,0.00009812569,0.043234702,0.0002484173,0.00003150292,0.000023934688,0.005124789,0.0022999886,0.00993646,0.0021054263,0.28671667,0.6495862],"study_design_scores_gemma":[0.0005842482,0.00089244195,0.00564475,0.00008833998,0.000009156164,0.000012214906,0.0073448583,0.9294047,0.012840475,0.013714446,0.029121531,0.00034286204],"about_ca_topic_score_codex":0.007884643,"about_ca_topic_score_gemma":0.0006129273,"teacher_disagreement_score":0.9271047,"about_ca_system_score_codex":0.000008109679,"about_ca_system_score_gemma":0.00007107373,"threshold_uncertainty_score":0.999364},"labels":[],"label_agreement":null},{"id":"W2890385649","doi":"10.1190/segam2018-2989453.1","title":"Should we include the density perturbation in elastic least-squares reverse time migration?","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Seismic migration; Perturbation (astronomy); Least-squares function approximation; Computer science; Statistical physics; Physics; Mathematics; Statistics; Geophysics; Quantum mechanics","score_opus":0.020997220698292875,"score_gpt":0.23328769344089192,"score_spread":0.21229047274259905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890385649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9085937,0.00016916411,0.0030532856,0.047441527,0.00047728457,0.00032604655,0.000013552667,0.00031761173,0.039607804],"genre_scores_gemma":[0.9861488,0.000033849643,0.0007986347,0.0064324406,0.00009581924,6.3233506e-7,0.000023699267,0.0000017847095,0.006464369],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932224,0.00008189214,0.00012656435,0.00015299166,0.0001705768,0.00014576576],"domain_scores_gemma":[0.99961686,0.00011704981,0.000034307333,0.0001502997,0.000046262132,0.00003523731],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030419318,0.00007876665,0.00007424265,0.00007543511,0.00018486341,0.000043146512,0.00015259103,0.000046552785,0.0035896057],"category_scores_gemma":[0.00009449141,0.00004734945,0.000026048872,0.00018290218,0.0001336501,0.00020580385,0.0000126391915,0.000105550826,0.001325547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076443874,0.000028960616,0.28499863,0.000009088081,0.000009366058,0.000005688884,0.002326129,0.000113343165,0.00038187642,0.00022785798,0.6508073,0.061015323],"study_design_scores_gemma":[0.00026489847,0.00027907352,0.17066987,0.000056163648,0.00001598618,0.00002262473,0.0009793722,0.5741674,0.0060125887,0.008236359,0.23899534,0.00030036282],"about_ca_topic_score_codex":0.008784956,"about_ca_topic_score_gemma":0.0025418785,"teacher_disagreement_score":0.574054,"about_ca_system_score_codex":0.0000068048944,"about_ca_system_score_gemma":0.000027457629,"threshold_uncertainty_score":0.99945205},"labels":[],"label_agreement":null},{"id":"W2890467181","doi":"10.1190/segam2018-2990942.1","title":"Application of multicomponent joint inversion in Canada oil-sand prediction","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Geology; Joint (building); Prospecting; Seismic inversion; Computer science; Petroleum engineering; Mining engineering; Geomorphology; Engineering; Structural basin; Civil engineering; Geometry; Mathematics","score_opus":0.011032846063058719,"score_gpt":0.18381172756589553,"score_spread":0.17277888150283682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890467181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868479,0.000025468944,0.0015456291,0.00036057993,0.00015854265,0.00005197818,0.000017407907,0.000032041386,0.010960478],"genre_scores_gemma":[0.998304,0.000019772224,0.0011011214,0.00046132095,0.000019194262,4.6041484e-7,0.000034145745,8.3625986e-7,0.000059112717],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995079,0.000019415264,0.00014482788,0.00010566455,0.00013300247,0.0000891886],"domain_scores_gemma":[0.99978316,0.000016735996,0.000043324868,0.00009295334,0.00002851946,0.000035295176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010828257,0.0000433819,0.000066903776,0.00006280892,0.00003116867,0.0000032835917,0.000060969047,0.000018872344,0.0003687849],"category_scores_gemma":[0.000008402167,0.000035263318,0.000010426775,0.00009991703,0.000032997854,0.000072157854,0.0000054149377,0.000040037277,0.00002353198],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002640447,0.000013173054,0.66914594,0.000019544479,0.0000031930394,8.1680264e-7,0.00011181608,0.00023239639,0.003294707,0.000014201452,0.014637986,0.31249982],"study_design_scores_gemma":[0.00015633248,0.00004200427,0.25668103,0.000016423968,0.0000020211257,0.0000012803383,0.00016700938,0.69040567,0.04338416,0.00007366326,0.009017981,0.00005245413],"about_ca_topic_score_codex":0.98890924,"about_ca_topic_score_gemma":0.7296963,"teacher_disagreement_score":0.69017327,"about_ca_system_score_codex":0.000024267703,"about_ca_system_score_gemma":0.00009552793,"threshold_uncertainty_score":0.40379363},"labels":[],"label_agreement":null},{"id":"W2890471915","doi":"10.1190/segam2018-2998082.1","title":"Time delays from stress-induced velocity changes around fractures in a time-lapse DAS VSP","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Hydraulic fracturing; Geology; Stress field; Fracture (geology); Stress (linguistics); Field (mathematics); Geotechnical engineering; Seismology; Engineering; Mathematics; Structural engineering; Philosophy; Finite element method","score_opus":0.016318344510022245,"score_gpt":0.24825204622306377,"score_spread":0.2319337017130415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890471915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765347,0.000110584464,0.000051698687,0.0011317928,0.00014349724,0.00012061234,0.00011086407,0.00022483639,0.021571418],"genre_scores_gemma":[0.99123776,0.000023805504,0.001633479,0.00520885,0.00031013272,0.0000010543088,0.00021761372,0.0000049423465,0.0013623437],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988893,0.00007540122,0.00015276896,0.00032353576,0.0002538878,0.0003050797],"domain_scores_gemma":[0.99941206,0.00014110577,0.00005900041,0.00024871426,0.00003623284,0.000102862025],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023208068,0.00016048289,0.00018900167,0.00010854219,0.00012222101,0.000088168454,0.00034137556,0.00012155703,0.019894537],"category_scores_gemma":[0.00004567047,0.0001253295,0.000033325603,0.00018185284,0.00013441245,0.00021213904,0.000027414984,0.0001733038,0.0034100628],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028133715,0.00016879111,0.27963376,0.000017400389,0.000087662185,0.00008463377,0.0027753755,0.000044142038,0.0057876017,0.000011709349,0.30754876,0.40355882],"study_design_scores_gemma":[0.0011803653,0.000973317,0.35799727,0.00020043727,0.000044319804,0.000015980198,0.00087991,0.32926604,0.22970638,0.0058423,0.07262864,0.001265026],"about_ca_topic_score_codex":0.034448843,"about_ca_topic_score_gemma":0.002221091,"teacher_disagreement_score":0.40229377,"about_ca_system_score_codex":0.0000086013115,"about_ca_system_score_gemma":0.000034490342,"threshold_uncertainty_score":0.9973659},"labels":[],"label_agreement":null},{"id":"W2890605592","doi":"10.1190/segam2018-2995792.1","title":"Joint multinary inversion of gravity and magnetic data using Gramian constraints","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gramian matrix; Inversion (geology); Computer science; Joint (building); Magnetic anomaly; Geodesy; Geology; Geophysics; Physics; Engineering; Seismology; Structural engineering","score_opus":0.06346190316270768,"score_gpt":0.260108697045803,"score_spread":0.1966467938830953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890605592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912149,0.00012491165,0.001283127,0.00024952006,0.00013686676,0.00009062297,0.00008292614,0.000060574886,0.0067566037],"genre_scores_gemma":[0.9730332,0.000026664191,0.026229326,0.0005701465,0.000026695474,2.1627812e-8,0.000051109386,0.0000012939747,0.00006157032],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994064,0.00003973054,0.00012642349,0.0001962864,0.00010708801,0.00012408449],"domain_scores_gemma":[0.9995648,0.000027705406,0.000046655707,0.00026197662,0.000033430148,0.000065390355],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026328018,0.00006678155,0.0000982283,0.00006733131,0.00009370596,0.000015640828,0.00016331644,0.000034974957,0.0014209803],"category_scores_gemma":[0.00003610839,0.000053142398,0.000012069715,0.00008220095,0.0007122481,0.00018403021,0.00006149711,0.000054996195,0.000024790075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030095267,0.000023908295,0.25266686,0.000045419016,0.000008278397,0.000008933865,0.00024119322,0.0000020404375,0.0040086056,0.000046045025,0.016030641,0.726888],"study_design_scores_gemma":[0.00039724846,0.00047472125,0.08089618,0.000078613695,0.00002654735,0.00007723018,0.00070233253,0.89562184,0.0153262345,0.0019086581,0.0042577786,0.00023261787],"about_ca_topic_score_codex":0.0105800275,"about_ca_topic_score_gemma":0.00006757102,"teacher_disagreement_score":0.8956198,"about_ca_system_score_codex":0.0000013635262,"about_ca_system_score_gemma":0.000023668388,"threshold_uncertainty_score":0.9994919},"labels":[],"label_agreement":null},{"id":"W2890624386","doi":"10.1190/segam2018-2996043.1","title":"The comprehensive PS-wave static correction technique used for Canadian oil sand reservoirs","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Oil sands; Petroleum engineering; Geotechnical engineering; Materials science; Composite material","score_opus":0.028962906753477537,"score_gpt":0.2414593543768655,"score_spread":0.21249644762338796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890624386","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.274437,0.0007523395,0.059770346,0.044054277,0.012323214,0.0035859786,0.00057236926,0.0020353254,0.60246915],"genre_scores_gemma":[0.974762,0.00007645469,0.0061744074,0.005519197,0.00018207944,0.000018173116,0.00008662049,0.0000069274784,0.013174122],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992063,0.000055942834,0.00013511056,0.00017125809,0.00011923913,0.00031211865],"domain_scores_gemma":[0.9991318,0.00034314313,0.000043820444,0.00019363193,0.0001536741,0.00013393037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002858581,0.00009388924,0.00008817951,0.0000938504,0.0008056005,0.000093215946,0.00015141202,0.00005538661,0.0005742417],"category_scores_gemma":[0.0000724229,0.000061035076,0.000037776485,0.00015225576,0.00021646208,0.000112485555,0.00000519862,0.000093156596,0.0000843241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041351133,0.0000031893583,0.002109591,0.000010086579,0.000013483477,0.000002319292,0.00028010897,0.00001634072,0.00021383913,0.00005898145,0.86846143,0.12878928],"study_design_scores_gemma":[0.00015312023,0.00024882666,0.0022602216,0.000024362842,0.0000081699745,0.000021420456,0.0009147417,0.0910728,0.016836695,0.0019431737,0.88635606,0.00016039339],"about_ca_topic_score_codex":0.4417815,"about_ca_topic_score_gemma":0.23317349,"teacher_disagreement_score":0.700325,"about_ca_system_score_codex":0.000016528853,"about_ca_system_score_gemma":0.00014652358,"threshold_uncertainty_score":0.7808191},"labels":[],"label_agreement":null},{"id":"W2890700511","doi":"","title":"A theoretical study of waves forced by isolated topography","year":2006,"lang":"en","type":"article","venue":"12th Conference on Mountain Meteorology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geology","score_opus":0.00953878277593901,"score_gpt":0.22704897447207345,"score_spread":0.21751019169613445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890700511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95944643,0.00007654987,0.00090420566,0.0004861633,0.00010829737,0.00028550133,0.000038683043,0.00011686602,0.038537275],"genre_scores_gemma":[0.99801654,0.000012891024,0.000298741,0.0014672662,0.000021784437,0.000003807629,0.000077164965,0.0000045037864,0.00009733028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99851155,0.00027828597,0.00031739968,0.0003367916,0.00022608627,0.00032990662],"domain_scores_gemma":[0.9992809,0.00019921357,0.000112907546,0.00026971614,0.00007581982,0.000061412524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003919366,0.00017679457,0.0003071058,0.00016135126,0.00011059581,0.0000289083,0.00030301494,0.000121111225,0.0039674705],"category_scores_gemma":[0.000023829876,0.00013906398,0.000059618047,0.00019899203,0.0005321394,0.00007764402,0.00001422786,0.00020585966,0.000031035306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013410373,0.0009145076,0.1640605,0.00002849719,0.00014317148,0.000043753345,0.00096002454,0.00020576525,0.0063061067,0.77809656,0.022206878,0.025693167],"study_design_scores_gemma":[0.0055776434,0.029072683,0.049087927,0.000068369496,0.0002474276,0.00005493613,0.0063178907,0.2096769,0.033458542,0.6529363,0.0118858805,0.0016155359],"about_ca_topic_score_codex":0.014083933,"about_ca_topic_score_gemma":0.0002614684,"teacher_disagreement_score":0.20947115,"about_ca_system_score_codex":0.000003537454,"about_ca_system_score_gemma":0.000022672215,"threshold_uncertainty_score":0.99694306},"labels":[],"label_agreement":null},{"id":"W2890788408","doi":"10.1190/geo2017-0591.1","title":"Detection of subtle differences in seismic amplitude using convergence rate of the logistic map","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Rate of convergence; Convergence (economics); Geology; Amplitude; Amplitude versus offset; Seismic attribute; Computer science; Seismology; Key (lock)","score_opus":0.034787680760301566,"score_gpt":0.23228966388048364,"score_spread":0.19750198312018208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890788408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950828,0.00003773202,0.004231826,0.000035727815,0.0003655557,0.000060065195,0.000014404345,0.000012308872,0.0001596105],"genre_scores_gemma":[0.99958545,0.000009000231,0.00017706995,0.00015067539,0.000036322326,1.8987024e-7,0.0000018773806,0.0000012660174,0.00003816572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995003,0.00006055019,0.00013980207,0.00010113714,0.00008714645,0.00011111577],"domain_scores_gemma":[0.9996318,0.000056403875,0.0001100689,0.00014190428,0.000045599034,0.000014203863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013067447,0.000058260724,0.00010782646,0.000033092572,0.000051485724,0.0000060141583,0.0001628519,0.000026387237,0.00007043146],"category_scores_gemma":[0.000022337112,0.000040481635,0.00003165311,0.00020512367,0.0002840397,0.00006809636,0.000014104408,0.00006228966,0.00001721232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006560239,0.000047375765,0.92164284,0.00012213616,0.000018203358,0.0000011907756,0.00089129235,0.0006317664,0.042354293,0.00017046329,0.00020649395,0.033848356],"study_design_scores_gemma":[0.00011409198,0.00011641259,0.6149713,0.00007580716,0.000012884692,0.0000013213187,0.00017523141,0.20814817,0.16050805,0.015545363,0.00022117561,0.000110218854],"about_ca_topic_score_codex":0.017904906,"about_ca_topic_score_gemma":0.00013483032,"teacher_disagreement_score":0.30667156,"about_ca_system_score_codex":0.0000033805634,"about_ca_system_score_gemma":0.00003024112,"threshold_uncertainty_score":0.98863494},"labels":[],"label_agreement":null},{"id":"W2891127460","doi":"10.1190/geo2017-0605.1","title":"Identification of shallow geohazard channels based on discontinuity seismic attributes in the South Caspian Sea","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Doug Bragg Enterprises (Canada)","funders":"","keywords":"Geology; Curvature; Discontinuity (linguistics); Channel (broadcasting); Seismic attribute; Kriging; Seismology; Computer science; Geometry; Mathematics","score_opus":0.017003525464616587,"score_gpt":0.22433484226482395,"score_spread":0.20733131680020736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891127460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954528,0.000012510036,0.0020702372,0.0010223993,0.0002266317,0.00016307381,0.000121682875,0.000040518837,0.00089013187],"genre_scores_gemma":[0.9979378,0.0000022549204,0.000058969043,0.0016764442,0.00015037115,0.0000018017938,0.00008601105,0.0000026331757,0.00008373598],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991056,0.00009211032,0.00018479476,0.00018704035,0.00023823294,0.00019222448],"domain_scores_gemma":[0.9994233,0.00008428852,0.000114085946,0.00029976133,0.00005261695,0.000025904874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047304688,0.000096451666,0.00011930001,0.00006744545,0.00010144043,0.000044537843,0.00029650802,0.000037879643,0.000071571856],"category_scores_gemma":[0.000035442783,0.00006760444,0.00005508809,0.0002755633,0.000120047036,0.00011897307,0.0000076156734,0.00011412718,0.0001674938],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019975864,0.00029497646,0.69470316,0.00012255862,0.00003196375,0.000018290648,0.011188031,0.005041162,0.0012435954,0.00043778724,0.0151547,0.27156404],"study_design_scores_gemma":[0.00025563137,0.00026030868,0.42448312,0.000052904805,0.00001453849,0.0000011700357,0.00058002287,0.5563648,0.01196819,0.0043628644,0.0014711767,0.00018528212],"about_ca_topic_score_codex":0.0027649056,"about_ca_topic_score_gemma":0.00007940456,"teacher_disagreement_score":0.55132365,"about_ca_system_score_codex":0.0000042526685,"about_ca_system_score_gemma":0.000027213555,"threshold_uncertainty_score":0.41797283},"labels":[],"label_agreement":null},{"id":"W2891202114","doi":"10.1190/segam2018-2997862.1","title":"PP-wave and PS-wave 5D reconstruction and denoising to assist registration","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Noise reduction; Computer science; Artificial intelligence; Computer vision","score_opus":0.03490510290067374,"score_gpt":0.21899610591819033,"score_spread":0.18409100301751657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891202114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.947955,0.000114807255,0.0065344945,0.0017755032,0.00023948577,0.00009802646,0.000005597616,0.000117099684,0.04315999],"genre_scores_gemma":[0.9811083,0.000046145975,0.016240884,0.001665549,0.000117733565,2.2945551e-7,0.000008090399,0.0000015230338,0.0008115254],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995011,0.000023020793,0.0001006427,0.00018502343,0.000080733924,0.00010944413],"domain_scores_gemma":[0.99974144,0.000028008488,0.000033318905,0.00008127475,0.00003524692,0.00008070684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019314371,0.00006409233,0.00006552174,0.000054243374,0.00018365654,0.00010563134,0.000020874251,0.000038544007,0.00041417318],"category_scores_gemma":[0.00003521283,0.000053189204,0.000008958612,0.00007859889,0.0001349374,0.00022575347,0.0000065442287,0.000046057958,0.000030842515],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021053367,0.0000021415108,0.050892618,0.000006679889,0.00000449021,0.0000028489558,0.00020725562,5.0077364e-7,0.000537828,0.00014653607,0.020900082,0.927278],"study_design_scores_gemma":[0.0007046689,0.0015008897,0.66268325,0.0002258506,0.0000542235,0.0021449763,0.0030885534,0.09279462,0.08639979,0.01803792,0.1313779,0.0009873601],"about_ca_topic_score_codex":0.003196889,"about_ca_topic_score_gemma":0.00036598014,"teacher_disagreement_score":0.92629063,"about_ca_system_score_codex":0.000003071642,"about_ca_system_score_gemma":0.000012637504,"threshold_uncertainty_score":0.4832761},"labels":[],"label_agreement":null},{"id":"W2891258367","doi":"10.1190/segam2018-2988169.1","title":"Viscoacoustic VTI and TTI wave equations applied in constant-Q anisotropic reverse time migration","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transverse isotropy; Seismic migration; Anisotropy; Wave equation; Isotropy; Physics; Mathematical analysis; Wave propagation; Regularization (linguistics); Mathematics; Optics; Computer science; Geophysics","score_opus":0.015147582518822374,"score_gpt":0.2067825454449221,"score_spread":0.19163496292609974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891258367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58981824,0.00018318735,0.052146155,0.0058653727,0.0004114627,0.00077599316,0.00007398755,0.00055924803,0.35016632],"genre_scores_gemma":[0.99159735,0.000026763833,0.0048754956,0.0022027737,0.000039849954,7.651642e-7,0.000041899355,0.0000017140336,0.0012134077],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994542,0.000025099907,0.00012523627,0.00016306136,0.0000934192,0.00013895995],"domain_scores_gemma":[0.99971956,0.00007159958,0.000030611227,0.00009545461,0.00002291855,0.00005988077],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013772052,0.000071151226,0.00008401841,0.00010331212,0.000097982185,0.000036548365,0.000046019784,0.000039997714,0.0028414475],"category_scores_gemma":[0.00004477985,0.00005924949,0.000010677139,0.00014121688,0.0001568125,0.00012578657,0.0000065273416,0.000057051806,0.00044839032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021629805,0.00012779902,0.10181816,0.00007627363,0.000039960323,0.00005381659,0.0039910413,0.00020906201,0.019313063,0.01150299,0.47934112,0.38331044],"study_design_scores_gemma":[0.0007077678,0.00030317347,0.014017105,0.000044534027,0.000026036585,0.000025324132,0.0010304219,0.94509894,0.0050929314,0.00993848,0.023319913,0.00039537816],"about_ca_topic_score_codex":0.0026181275,"about_ca_topic_score_gemma":0.00045081455,"teacher_disagreement_score":0.94488984,"about_ca_system_score_codex":0.0000045333936,"about_ca_system_score_gemma":0.00003531006,"threshold_uncertainty_score":0.99807006},"labels":[],"label_agreement":null},{"id":"W2891292466","doi":"10.1190/segam2018-2992496.1","title":"Analysis of simultaneous velocity and source parameter updates in microseismic FWI","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Geology; Reservoir modeling; Inversion (geology); Hessian matrix; Computer science; Seismology; Geophysics; Applied mathematics; Mathematics","score_opus":0.00904979441292711,"score_gpt":0.2207750526683959,"score_spread":0.21172525825546878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891292466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99684113,0.00009001804,0.0012454236,0.00012868621,0.000024470255,0.00003862594,0.000016142178,0.000039643463,0.0015758283],"genre_scores_gemma":[0.9944679,0.00003183322,0.0036251172,0.0014992354,0.000009551569,1.07391465e-7,0.000023534425,0.0000011792238,0.0003415242],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994339,0.000033471675,0.00015064525,0.00016633235,0.000078985984,0.0001366602],"domain_scores_gemma":[0.9995433,0.00023112989,0.00004209739,0.0001162409,0.000029140267,0.00003807139],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017425301,0.000068148394,0.00016819725,0.00025043663,0.00003844783,0.000019100522,0.0000964106,0.00004006123,0.0011368463],"category_scores_gemma":[0.000052350846,0.000052948988,0.000036002984,0.00045087043,0.00021704126,0.000068317066,0.000010785301,0.00005272197,0.000027139038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024744426,0.00001098214,0.810616,0.00000519554,0.00006130891,0.000002646652,0.00038178306,0.0004379494,0.00014877474,0.0000033281028,0.0011251445,0.18718214],"study_design_scores_gemma":[0.000090092675,0.00007884641,0.08021008,0.0000056663134,0.00005961721,0.0000026093867,0.00018590402,0.9041757,0.008531265,0.00020893829,0.0063497494,0.000101554746],"about_ca_topic_score_codex":0.017284472,"about_ca_topic_score_gemma":0.0006211093,"teacher_disagreement_score":0.9037377,"about_ca_system_score_codex":0.0000017893823,"about_ca_system_score_gemma":0.000008452601,"threshold_uncertainty_score":0.99977624},"labels":[],"label_agreement":null},{"id":"W2891369960","doi":"","title":"A Numerical Investigation of the Effects of Formation Stiffness on Induced Seismicity Magnitudes","year":2018,"lang":"en","type":"article","venue":"52nd U.S. Rock Mechanics/Geomechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Induced seismicity; Geology; Stiffness; Seismology; Structural engineering; Engineering","score_opus":0.012061285229968096,"score_gpt":0.2076854230234314,"score_spread":0.1956241377934633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891369960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93497807,0.00007823442,0.05886642,0.0011375814,0.0027308117,0.0010907085,0.000070453985,0.00023405864,0.0008136587],"genre_scores_gemma":[0.997966,0.000040864565,0.00022296197,0.0015655421,0.00010575273,0.000006180278,0.000034867655,0.000013183602,0.000044650613],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979347,0.00023040987,0.000513426,0.0003528442,0.0006164035,0.00035221624],"domain_scores_gemma":[0.99834466,0.00021758978,0.00049984746,0.0005210946,0.0002962747,0.00012052447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004506447,0.00026823548,0.0003503912,0.00021775813,0.0002801686,0.000031199095,0.00059294165,0.00020449865,0.00009845491],"category_scores_gemma":[0.0001981193,0.00020070613,0.00014377607,0.0006789378,0.00002738029,0.00033107944,0.00006954517,0.00027897395,0.000056729135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056130096,0.00028196923,0.0009889822,0.0017317645,0.00015042112,0.000006349672,0.003765449,0.0031112058,0.93953323,0.014506079,0.007282722,0.028080504],"study_design_scores_gemma":[0.00034828566,0.00082303997,0.00026844753,0.00026606393,0.00004236356,0.000009909819,0.00008311587,0.2855321,0.69745153,0.014677187,0.00029873586,0.00019921892],"about_ca_topic_score_codex":0.001181634,"about_ca_topic_score_gemma":0.000019572244,"teacher_disagreement_score":0.28242087,"about_ca_system_score_codex":0.000028976776,"about_ca_system_score_gemma":0.00010657346,"threshold_uncertainty_score":0.8184558},"labels":[],"label_agreement":null},{"id":"W2891478434","doi":"10.1190/segam2018-2997973.1","title":"Egypt West Kalabsha 3D broadband ultrahigh density seismic survey","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Seismic survey; Broadband; Geology; Seismology; Archaeology; Geological survey; Telecommunications; Geography; Engineering; Paleontology","score_opus":0.018611624760332277,"score_gpt":0.22432368718407927,"score_spread":0.205712062423747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891478434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9144543,0.000084207524,0.003752882,0.00055464974,0.0006950802,0.00011725057,0.00007126957,0.00043874618,0.07983163],"genre_scores_gemma":[0.9858893,0.00003757537,0.0019527025,0.0067004715,0.00017677783,2.3145351e-7,0.00013968177,0.0000040608707,0.0050992104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988496,0.00012161333,0.0001742379,0.0003107348,0.00021493403,0.00032892436],"domain_scores_gemma":[0.9992762,0.00014490374,0.000050893348,0.00027458757,0.00011675464,0.00013662882],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00059216266,0.00014643262,0.00015737888,0.000063314386,0.00025251854,0.0000812452,0.00025711703,0.000081035476,0.010967761],"category_scores_gemma":[0.00007663796,0.00011389958,0.000040659128,0.00023327766,0.0002607717,0.0002249893,0.000013790035,0.00013227895,0.003548033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029482231,0.000011365361,0.7633895,0.00000405829,0.000009765055,0.0000051067664,0.00009138191,0.000008002149,0.00004559465,0.00000832407,0.19071941,0.045678012],"study_design_scores_gemma":[0.00018541292,0.0001739917,0.867972,0.000011322577,0.000007947461,0.000032729633,0.00004292968,0.027703317,0.009849285,0.0002891018,0.09347069,0.000261229],"about_ca_topic_score_codex":0.08820652,"about_ca_topic_score_gemma":0.0034387612,"teacher_disagreement_score":0.10458254,"about_ca_system_score_codex":0.0000045147785,"about_ca_system_score_gemma":0.000045431425,"threshold_uncertainty_score":0.99722785},"labels":[],"label_agreement":null},{"id":"W2891647592","doi":"10.1190/geo2017-0642.1","title":"Three-dimensional geosteering coherence attributes for deep-formation discontinuity detection","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Science and Technology Major Project","keywords":"Coherence (philosophical gambling strategy); Classification of discontinuities; Geology; Discontinuity (linguistics); Seismic trace; Perpendicular; Spatial coherence; Weighting; Seismology; Algorithm; Computer science; Geometry; Acoustics; Artificial intelligence; Mathematics; Wavelet; Mathematical analysis","score_opus":0.017606608360416748,"score_gpt":0.21533684072948922,"score_spread":0.19773023236907247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891647592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7760797,0.00004768352,0.22239684,0.00013390963,0.00046434693,0.00022041076,0.000057802667,0.00017395777,0.00042536555],"genre_scores_gemma":[0.9953583,0.0000015007512,0.0038567442,0.0003322874,0.00028878317,0.000003328846,0.000105906205,0.000002622398,0.000050563896],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993992,0.0000105509225,0.00011744262,0.00014757036,0.00012865465,0.00019658837],"domain_scores_gemma":[0.9996128,0.00006304714,0.00006707935,0.000115423696,0.00010152347,0.00004014279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014391945,0.000085725645,0.00008630606,0.00003031335,0.00026013874,0.00004426151,0.000100869904,0.000037358564,0.00010985972],"category_scores_gemma":[0.000025568297,0.00007446086,0.000044349104,0.00010786414,0.00007816429,0.00039247138,0.000011107801,0.00006187574,0.00017752543],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057179255,0.000013003017,0.009179518,0.000027101909,0.000010665342,5.420652e-7,0.00015845253,0.00012332703,0.002153048,0.00006396583,0.0034181194,0.9847951],"study_design_scores_gemma":[0.0003421301,0.00044271568,0.08993639,0.00004408445,0.000022796981,0.0000101710975,0.00007482956,0.7712664,0.10327749,0.022728747,0.0115299,0.00032431798],"about_ca_topic_score_codex":0.0016755657,"about_ca_topic_score_gemma":0.0006905501,"teacher_disagreement_score":0.9844708,"about_ca_system_score_codex":0.000006202219,"about_ca_system_score_gemma":0.000013365225,"threshold_uncertainty_score":0.3036426},"labels":[],"label_agreement":null},{"id":"W2891743818","doi":"10.1190/segam2018-2989220.1","title":"Moment tensor and stress inversion based on hydraulic-fracturing induced events","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hydraulic fracturing; Inversion (geology); Geology; Moment tensor; Stress (linguistics); Cauchy stress tensor; Tensor (intrinsic definition); Geotechnical engineering; Structural engineering; Petroleum engineering; Engineering; Seismology; Physics; Geometry; Mathematics; Classical mechanics","score_opus":0.016926518703151677,"score_gpt":0.2244779189813875,"score_spread":0.20755140027823582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891743818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726432,0.000009612338,0.0003255946,0.001764611,0.00015711211,0.00010388858,0.000011874964,0.00013152965,0.024852587],"genre_scores_gemma":[0.9890949,0.0000074872287,0.00096363336,0.0094902795,0.00006599001,4.0251024e-7,0.000017826078,0.0000023194636,0.00035712947],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999309,0.000033024193,0.00009060418,0.00020647013,0.0001908065,0.00017012065],"domain_scores_gemma":[0.9996598,0.000044253626,0.000033859887,0.00014342678,0.000022231112,0.00009646539],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012728447,0.00009548089,0.00007926503,0.00010773961,0.00014922659,0.000025451607,0.000100134304,0.000045318364,0.001392489],"category_scores_gemma":[0.000014935461,0.00006973971,0.00001998433,0.000076347875,0.000043102795,0.000119951204,0.000011054773,0.00008322833,0.00019182138],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015444499,0.0000658136,0.60070664,0.00003008142,0.000014553184,0.000010371834,0.00027827808,0.00016260459,0.00053593377,0.000016818069,0.035930093,0.36209434],"study_design_scores_gemma":[0.00074699335,0.0010323765,0.3264233,0.00013588693,0.000012095986,0.0000035190349,0.00026970496,0.47337115,0.15338913,0.00036661726,0.043880668,0.0003685795],"about_ca_topic_score_codex":0.0024216378,"about_ca_topic_score_gemma":0.000025092268,"teacher_disagreement_score":0.47320855,"about_ca_system_score_codex":0.000005140556,"about_ca_system_score_gemma":0.000012967713,"threshold_uncertainty_score":0.99952036},"labels":[],"label_agreement":null},{"id":"W2891749414","doi":"10.3997/2214-4609.201801393","title":"Seismic Data Reconstruction with Generative Adversarial Networks","year":2018,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Sampling (signal processing); Artificial neural network; Compressed sensing; Artificial intelligence; Adaptive sampling; Process (computing); Key (lock); Iterative reconstruction; Adversarial system; Data mining; Pattern recognition (psychology); Machine learning; Algorithm; Computer vision; Mathematics","score_opus":0.022094282423085268,"score_gpt":0.2202410631804739,"score_spread":0.19814678075738862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891749414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8263532,0.00022054158,0.042505264,0.0025335578,0.0019351919,0.0004719827,0.000073993244,0.00086747867,0.12503883],"genre_scores_gemma":[0.9841089,0.00003171745,0.013237735,0.0013375402,0.0009763692,6.091729e-7,0.00007265125,0.000003673111,0.00023077513],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926305,0.0000060090183,0.00009889753,0.00030946964,0.00012881953,0.00019376073],"domain_scores_gemma":[0.9996318,0.000011997288,0.00006904198,0.00012040713,0.00010561594,0.000061117455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020752636,0.000096141775,0.00008899323,0.000054776683,0.00020815563,0.00008396305,0.00028084815,0.00004941619,0.0005280686],"category_scores_gemma":[0.000022303837,0.00007136364,0.000010760684,0.00018557295,0.00022063965,0.0007010462,0.000024116795,0.00011816668,0.00008692882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023985893,0.000009314477,0.18780018,0.000011116203,0.00003924102,0.000001825282,0.00050324353,0.00011979044,0.000055709093,0.00007397499,0.19291663,0.6182291],"study_design_scores_gemma":[0.00021724167,0.00023642858,0.0028203013,0.000030533065,0.00001747517,0.00009801854,0.00028700143,0.94305575,0.0014926589,0.00040711238,0.05117919,0.00015828203],"about_ca_topic_score_codex":0.00095143117,"about_ca_topic_score_gemma":0.000025069437,"teacher_disagreement_score":0.94293594,"about_ca_system_score_codex":0.0000043376167,"about_ca_system_score_gemma":0.00002942811,"threshold_uncertainty_score":0.578198},"labels":[],"label_agreement":null},{"id":"W2891818083","doi":"10.1190/segam2018-2998601.1","title":"Improved upscaling of steel-cased wells through inversion","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Homogenization (climate); Borehole; Inversion (geology); Geology; Computer science; Petroleum engineering; Geotechnical engineering; Seismology","score_opus":0.019334882014251792,"score_gpt":0.23030528606980877,"score_spread":0.21097040405555698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891818083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77824026,0.000119308956,0.0072052563,0.0010039385,0.0006755075,0.0001944785,0.000025652886,0.00030274768,0.21223284],"genre_scores_gemma":[0.97919786,0.000027053837,0.01622939,0.0033651257,0.00008140819,1.1443308e-7,0.000012858519,0.0000021153521,0.00108405],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993474,0.000031251973,0.00016203312,0.00016095043,0.00013123766,0.00016712163],"domain_scores_gemma":[0.9995943,0.00006563039,0.00006487522,0.0001701924,0.000059586684,0.00004545781],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017883848,0.00007925004,0.000111927664,0.00004988218,0.00008995481,0.000014813248,0.00015426816,0.000051079947,0.0056180535],"category_scores_gemma":[0.0000284892,0.000059535945,0.000046101584,0.00015189876,0.00016883125,0.00021113774,0.000012085026,0.000061323946,0.00025059498],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033291394,0.00009588003,0.16637921,0.0001232286,0.00007225963,0.000010879236,0.0025843994,0.00004344664,0.033986293,0.00045175164,0.4509409,0.3449788],"study_design_scores_gemma":[0.00044500505,0.00054981693,0.0038335489,0.00004438796,0.000016690512,0.000006214837,0.00080573774,0.16035579,0.7098084,0.0023287565,0.121561356,0.00024428344],"about_ca_topic_score_codex":0.008373781,"about_ca_topic_score_gemma":0.000043714306,"teacher_disagreement_score":0.67582214,"about_ca_system_score_codex":0.0000022755962,"about_ca_system_score_gemma":0.000023355109,"threshold_uncertainty_score":0.99822956},"labels":[],"label_agreement":null},{"id":"W2891897793","doi":"10.1190/segam2018-2997831.1","title":"Frequency-domain elastic FWI for VTI media","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Geology; Frequency domain","score_opus":0.017242040530282058,"score_gpt":0.2232979274203713,"score_spread":0.20605588689008925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891897793","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26676393,0.00036388054,0.17173901,0.0070515308,0.0031998158,0.00059700763,0.0001991872,0.0011621313,0.5489235],"genre_scores_gemma":[0.88568777,0.000010221231,0.106101885,0.0067738737,0.0004357189,0.0000016826066,0.00006478935,0.0000033688284,0.0009206588],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993857,0.000017498367,0.00010873292,0.00016167625,0.00011099962,0.00021535358],"domain_scores_gemma":[0.99951434,0.00018211333,0.000025595356,0.00012586697,0.000046942023,0.000105147185],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021497422,0.00007493231,0.000081065904,0.000059078364,0.00012968882,0.000027539758,0.00016201114,0.00004089435,0.006927282],"category_scores_gemma":[0.00014807291,0.000055047873,0.000037389007,0.00009119939,0.00014717996,0.00011796975,0.000004344752,0.000043903507,0.00086645136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031892985,0.000014829531,0.047048837,0.000016150034,0.000016199814,0.000003990847,0.000593208,0.0000015207422,0.00041109478,0.0052574156,0.8285412,0.118063614],"study_design_scores_gemma":[0.00074222,0.00075577677,0.020836987,0.000043730688,0.00002624081,0.000032708,0.00091997423,0.028395196,0.017066393,0.41939464,0.51117414,0.0006119712],"about_ca_topic_score_codex":0.0016555601,"about_ca_topic_score_gemma":0.0002090156,"teacher_disagreement_score":0.6189239,"about_ca_system_score_codex":0.0000022993936,"about_ca_system_score_gemma":0.000039613988,"threshold_uncertainty_score":0.9999115},"labels":[],"label_agreement":null},{"id":"W2891900108","doi":"10.1190/geo2017-0821.1","title":"Mechanical interpretation and generalization of the Cole-Cole model in viscoelasticity","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Viscoelasticity; Attenuation; Nonlinear system; Dissipation; Relaxation (psychology); Dispersion (optics); Fractional calculus; Rheology; Standard linear solid model; Cole–Cole equation; Linearity; Statistical physics; Physics; Mechanics; Mathematics; Mathematical analysis; Thermodynamics; Optics","score_opus":0.008863888540777463,"score_gpt":0.20844772082956692,"score_spread":0.19958383228878945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891900108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95867276,0.000009969194,0.040137872,0.00011790571,0.00008608528,0.00006515009,0.000009473605,0.000013753426,0.00088704645],"genre_scores_gemma":[0.9977148,0.0000052055134,0.0016160002,0.0005908269,0.000023429839,3.4171384e-7,0.0000060037573,0.0000010010604,0.000042359952],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967396,0.000027332475,0.000080391874,0.00007813989,0.000077807235,0.00006236517],"domain_scores_gemma":[0.9998333,0.000018596902,0.00003741377,0.00006939612,0.00002824225,0.000013059909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007458944,0.000036781534,0.00005272091,0.000018434353,0.00003949621,0.000008476165,0.000067154084,0.000021970598,0.000024433552],"category_scores_gemma":[0.000017715376,0.000026363441,0.000012896024,0.00010478031,0.00007514674,0.00008037652,0.000012226359,0.000039627572,0.000005494011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041837717,0.00021543982,0.30519554,0.00017877678,0.00004392728,0.0000018032241,0.009699701,0.100778736,0.021699857,0.01653402,0.01255715,0.53267664],"study_design_scores_gemma":[0.000060290473,0.0000377012,0.021086795,0.000016832306,0.0000033807696,3.347184e-7,0.00002162252,0.95797986,0.008614843,0.012092777,0.000052550546,0.000033004595],"about_ca_topic_score_codex":0.0010797698,"about_ca_topic_score_gemma":0.0001051546,"teacher_disagreement_score":0.85720116,"about_ca_system_score_codex":0.0000020476452,"about_ca_system_score_gemma":0.000016110553,"threshold_uncertainty_score":0.16322961},"labels":[],"label_agreement":null},{"id":"W2891977561","doi":"10.1190/segam2018-2995329.1","title":"Seismic amplitude difference inversion for fracture weaknesses and attenuation factors","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Geology; Anelastic attenuation factor; Amplitude; Azimuth; Seismic wave; Acoustics; Seismology; Geophysics; Physics; Optics","score_opus":0.021227560783150076,"score_gpt":0.23842912431341046,"score_spread":0.21720156353026038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891977561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462305,0.0000557316,0.050710563,0.0013612348,0.00017613196,0.0001465539,0.000020959133,0.00013587733,0.0011624611],"genre_scores_gemma":[0.993454,0.000029725124,0.001967183,0.003809503,0.00007829846,6.9161587e-7,0.00008806043,0.0000021430517,0.00057044293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994629,0.000016705837,0.00008608457,0.00019044308,0.00009760876,0.00014625568],"domain_scores_gemma":[0.9996243,0.00012794885,0.00003931902,0.0000945569,0.000052932177,0.00006092948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087555,0.00009193523,0.00008807225,0.000059223083,0.00020302268,0.000053180796,0.000089566165,0.000056613837,0.00055735465],"category_scores_gemma":[0.000043664953,0.00006331101,0.000022343516,0.00006496485,0.00011236023,0.00016478758,0.0000077285795,0.000049769427,0.000033201974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004015292,0.0000101250225,0.854323,0.000029107756,0.00001027313,2.2588621e-7,0.00058642664,0.000016964701,0.00031878438,0.000052712454,0.056804214,0.08780797],"study_design_scores_gemma":[0.00029606753,0.00035063876,0.69874626,0.000031590756,0.00001892454,0.0000034233185,0.0007137949,0.15122283,0.020822668,0.00625661,0.12125449,0.00028268155],"about_ca_topic_score_codex":0.0030939155,"about_ca_topic_score_gemma":0.00006296347,"teacher_disagreement_score":0.15557675,"about_ca_system_score_codex":0.0000026252817,"about_ca_system_score_gemma":0.000014394351,"threshold_uncertainty_score":0.6102643},"labels":[],"label_agreement":null},{"id":"W2892197827","doi":"10.1190/segam2018-2997373.1","title":"Time-domain elastic Gauss-Newton full-waveform inversion: A matrix-free approach","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Newton's method; Gauss; Time domain; Waveform; Computer science; Mathematical analysis; Algorithm; Mathematics; Physics; Geology; Telecommunications; Nonlinear system; Computer vision","score_opus":0.01122914036610403,"score_gpt":0.20747167397002064,"score_spread":0.1962425336039166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892197827","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.259224,0.00016577111,0.015122702,0.0041007884,0.00082346384,0.00044953986,0.00005006748,0.0012138076,0.71884984],"genre_scores_gemma":[0.8566875,0.00004690543,0.08417059,0.007943028,0.001237711,0.0000035450716,0.00031089634,0.000021875327,0.049577978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859464,0.00005543283,0.00021988092,0.0003594749,0.00035567716,0.0004148721],"domain_scores_gemma":[0.99913895,0.000066251014,0.000068384295,0.00047998267,0.000059410064,0.00018699936],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003691878,0.00019064527,0.00018717827,0.00016857297,0.00027763037,0.00007001096,0.000527429,0.00010887659,0.01580202],"category_scores_gemma":[0.000050008606,0.000140368,0.00008050421,0.00032166622,0.00036894344,0.00030893687,0.000057743142,0.00015677333,0.007830308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011431445,0.000034353874,0.003047054,0.000025152543,0.000022258293,0.000010009711,0.00031596253,0.00002345991,0.000324202,0.00024202082,0.97881424,0.017026953],"study_design_scores_gemma":[0.0011983062,0.0012824173,0.0021778466,0.000054329426,0.000042563584,0.00021526549,0.0013532457,0.4687394,0.005561203,0.011515883,0.5070147,0.00084484956],"about_ca_topic_score_codex":0.0015220216,"about_ca_topic_score_gemma":0.000029848095,"teacher_disagreement_score":0.6692719,"about_ca_system_score_codex":0.000011820771,"about_ca_system_score_gemma":0.00005062896,"threshold_uncertainty_score":0.9929422},"labels":[],"label_agreement":null},{"id":"W2892243180","doi":"10.1007/s11770-018-0668-7","title":"Optimized staggered-grid finite-difference operators using window functions","year":2018,"lang":"en","type":"article","venue":"Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Window function; Operator (biology); Wavenumber; Conjugate gradient method; Mathematics; Convolution (computer science); Grid; Window (computing); Finite difference; Applied mathematics; Algorithm; Function (biology); Mathematical optimization; Mathematical analysis; Computer science; Geometry; Physics; Optics","score_opus":0.018266177122141607,"score_gpt":0.21569520147943416,"score_spread":0.19742902435729257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892243180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93234015,0.000049506834,0.03353541,0.00014153372,0.0011503869,0.0003227989,0.00015816597,0.0004699978,0.031832054],"genre_scores_gemma":[0.98533356,0.000012271743,0.011580985,0.0018823523,0.0005996684,0.0000024780493,0.00012860986,0.000008104817,0.00045195635],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894375,0.000027617627,0.00017458333,0.00031346476,0.00021283173,0.00032777415],"domain_scores_gemma":[0.9993471,0.000097698496,0.000073946874,0.0003030143,0.00007172848,0.00010651988],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011549245,0.00017773644,0.00018806079,0.00007168776,0.00041456454,0.00008848802,0.00023145221,0.00006775544,0.0010565462],"category_scores_gemma":[0.000014285302,0.00015513829,0.000054778007,0.0003432271,0.00023696038,0.00013253896,0.000024942194,0.00017113955,0.0009946584],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009585658,0.00041946885,0.055476993,0.00011352965,0.00037691352,0.000031662254,0.003506563,0.028233716,0.025053952,0.0035278702,0.08817249,0.7941283],"study_design_scores_gemma":[0.003725896,0.00097595697,0.047835108,0.00014088431,0.00028375798,0.000026310021,0.0025831924,0.70966583,0.100726,0.019674841,0.111312956,0.0030492472],"about_ca_topic_score_codex":0.0016845356,"about_ca_topic_score_gemma":0.00000837856,"teacher_disagreement_score":0.79107904,"about_ca_system_score_codex":0.0000075695193,"about_ca_system_score_gemma":0.00007791423,"threshold_uncertainty_score":0.99985665},"labels":[],"label_agreement":null},{"id":"W2892270126","doi":"10.1190/segam2018-2998378.1","title":"Modeling the response of shaped DAS fibres to microseismic moment tensor sources","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Moment (physics); Moment tensor; Tensor (intrinsic definition); Physics; Computer science; Geology; Classical mechanics; Mathematics; Seismology; Geometry","score_opus":0.02175809033184009,"score_gpt":0.2532259464347084,"score_spread":0.23146785610286832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892270126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842744,0.00009835483,0.008715504,0.004834159,0.00009476351,0.00013271598,0.00001780769,0.00008861391,0.0017436984],"genre_scores_gemma":[0.98691565,0.000009738838,0.0040336796,0.0070164795,0.000061743995,7.566609e-7,0.0000038591506,0.0000026994135,0.001955388],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991924,0.00008708915,0.00017628746,0.00017168284,0.00017450444,0.0001980306],"domain_scores_gemma":[0.99949384,0.00011620661,0.000031455875,0.00022970274,0.00006571122,0.000063094194],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005927655,0.00008812053,0.00010403943,0.000092432594,0.00017232064,0.000037328464,0.00029970257,0.000029593746,0.001285775],"category_scores_gemma":[0.000054036973,0.00005070154,0.000042955573,0.00015693421,0.00013276712,0.00007483133,0.000024778139,0.000055533033,0.00026920918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00826383,0.00015253032,0.105402485,0.00009028131,0.0001956638,0.000016206774,0.026272463,0.03963269,0.14927395,0.0003025863,0.41132006,0.25907725],"study_design_scores_gemma":[0.00013234282,0.0004297973,0.0052695684,0.000032407046,0.000009202711,0.000008421522,0.0013819494,0.87055594,0.06954249,0.00037948854,0.052100625,0.00015773886],"about_ca_topic_score_codex":0.007234917,"about_ca_topic_score_gemma":0.00003738764,"teacher_disagreement_score":0.83092326,"about_ca_system_score_codex":0.0000028895117,"about_ca_system_score_gemma":0.000030102547,"threshold_uncertainty_score":0.9996272},"labels":[],"label_agreement":null},{"id":"W2895273918","doi":"10.1190/tle37100754.1","title":"Qualitative time-lapse seismic interpretation of Norne Field to assess challenges of 4D seismic attributes","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Energi Simulation","keywords":"Seismic inversion; Geology; Seismic to simulation; Amplitude; Seismology; Amplitude versus offset; Inversion (geology); Petrophysics; Saturation (graph theory); Geotechnical engineering; Data assimilation","score_opus":0.06475858607015286,"score_gpt":0.3237573084013004,"score_spread":0.2589987223311475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895273918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93301725,0.0006168375,0.037837923,0.010207453,0.00045809243,0.0002704856,0.00006669804,0.0001251695,0.01740007],"genre_scores_gemma":[0.996187,0.000038998944,0.0012328614,0.0018081461,0.000086154076,0.0000011946225,0.000012766181,0.0000040232217,0.00062886823],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906653,0.00021292403,0.00022714493,0.00016368127,0.00015865649,0.00017104825],"domain_scores_gemma":[0.9986393,0.0008359235,0.00013636341,0.00022592174,0.00012028408,0.000042222782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085665396,0.00010222837,0.00021057412,0.00010880973,0.00008833817,0.000016980825,0.0003209143,0.000050959916,0.00022102773],"category_scores_gemma":[0.00024145831,0.00007272571,0.000053498232,0.00018343398,0.00020079274,0.00013272506,0.000024234036,0.00010768902,0.00034288014],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055602816,0.000094942436,0.003973712,0.00031345958,0.00019043288,0.000003424524,0.17382963,0.0017704493,0.0077209645,0.0012944468,0.18561415,0.6246384],"study_design_scores_gemma":[0.00041951,0.0024191802,0.0035113788,0.0007515904,0.00008132143,0.00001538632,0.0131216515,0.49086046,0.45773652,0.012368968,0.018204065,0.0005099614],"about_ca_topic_score_codex":0.0009183533,"about_ca_topic_score_gemma":0.000028230374,"teacher_disagreement_score":0.6241284,"about_ca_system_score_codex":0.000005753695,"about_ca_system_score_gemma":0.000029894698,"threshold_uncertainty_score":0.4407145},"labels":[],"label_agreement":null},{"id":"W2895694880","doi":"10.1109/access.2018.2873174","title":"A Topographic Kirchhoff Dynamic Focused Beam Migration Method Based on Compressed Sensing","year":2018,"lang":"en","type":"article","venue":"IEEE Access","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"China Geological Survey; Fundamental Research Funds for the Central Universities; Inner Mongolia University of Technology; Natural Science Foundation of Inner Mongolia; National Natural Science Foundation of China","keywords":"Seismic migration; Beam (structure); Computer science; Flexibility (engineering); Divergence (linguistics); Computational complexity theory; Grid; Compressed sensing; Gaussian beam; Geophysical imaging; Algorithm; Optics; Geology; Mathematics; Physics; Seismology","score_opus":0.025372134564486847,"score_gpt":0.2963804484382392,"score_spread":0.27100831387375235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895694880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6833302,0.000045430337,0.30461377,0.0019164806,0.0012144251,0.0003270405,0.000041308056,0.0005503821,0.007960978],"genre_scores_gemma":[0.97677517,0.0000068354307,0.017367374,0.005600195,0.00012495098,7.60455e-7,0.000056483914,0.000006418195,0.00006178259],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988257,0.00014246607,0.00018014738,0.00032148362,0.00027086947,0.0002593045],"domain_scores_gemma":[0.9992085,0.0002191395,0.00009354752,0.000309212,0.0000862792,0.00008331973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036703964,0.00015057236,0.00015872027,0.00028688883,0.00025051256,0.00018956198,0.00033751948,0.000076675235,0.00037405643],"category_scores_gemma":[0.000029285393,0.00012771961,0.0000715918,0.00042951488,0.00012346114,0.0003307477,0.000007611109,0.00014742436,0.0000907256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003341913,0.0000811027,0.04953011,0.000047134494,0.000041662977,0.000029276589,0.00035956543,0.008034552,0.0044761924,0.000010626435,0.044796526,0.89225906],"study_design_scores_gemma":[0.0002713267,0.0001840935,0.014746797,0.00005296239,0.000014386965,0.0000034532152,0.000015586196,0.92839015,0.047743347,0.0005849333,0.007801867,0.00019107472],"about_ca_topic_score_codex":0.0070661916,"about_ca_topic_score_gemma":0.0006596678,"teacher_disagreement_score":0.9203556,"about_ca_system_score_codex":0.0000068034615,"about_ca_system_score_gemma":0.000036323432,"threshold_uncertainty_score":0.9995458},"labels":[],"label_agreement":null},{"id":"W2895925114","doi":"10.3997/2214-4609.201800936","title":"Removal of Artefacts in Kx-Ky Domain to Improve Seismic Images over the Brunswick No. 6 Massive Sulphide Deposit, Canada","year":2018,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Prestack; Geology; Classification of discontinuities; Azimuth; Offset (computer science); Seismology; Gaussian; Limiting; Mineralogy; Computer science; Engineering; Geometry","score_opus":0.005078078816309765,"score_gpt":0.19526737784686032,"score_spread":0.19018929903055057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895925114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733128,0.00008405205,0.000033435117,0.0025496758,0.00030696072,0.00025283094,0.000023041346,0.000043271022,0.023393922],"genre_scores_gemma":[0.99156535,0.000014955087,0.0017156508,0.0059077446,0.00016857135,0.0000017258976,0.000004733532,0.0000052948135,0.0006159482],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987812,0.000012725431,0.00024560516,0.00028387978,0.00031130362,0.0003653009],"domain_scores_gemma":[0.9994197,0.00005660888,0.00011688658,0.00011772345,0.00017760297,0.0001114815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000319343,0.00014918156,0.00017643912,0.00010060929,0.00012326468,0.000052809588,0.00035062095,0.000049951184,0.00015928686],"category_scores_gemma":[0.00013965496,0.00010596178,0.000033998273,0.00031917484,0.00014372394,0.00021949924,0.000034129083,0.00016746651,0.00006197392],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002384582,0.000033806315,0.35764468,0.00015227303,0.00004187466,0.00010207528,0.0031538052,0.000024878158,0.020587038,0.00015887115,0.5576118,0.06025041],"study_design_scores_gemma":[0.0007166016,0.0005984037,0.538483,0.00024331447,0.000025923748,0.00016545458,0.0017956587,0.013035134,0.17934047,0.0020994702,0.26286,0.0006365671],"about_ca_topic_score_codex":0.8460191,"about_ca_topic_score_gemma":0.14217274,"teacher_disagreement_score":0.70384634,"about_ca_system_score_codex":0.0000316951,"about_ca_system_score_gemma":0.00024608395,"threshold_uncertainty_score":0.8734804},"labels":[],"label_agreement":null},{"id":"W2895980048","doi":"10.3997/2214-4609.201801571","title":"Applications of FWI to the Microseismic Source Problem","year":2018,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Inversion (geology); Computer science; Geology; Algorithm; Seismology","score_opus":0.00782140503432831,"score_gpt":0.21247584314706955,"score_spread":0.20465443811274123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895980048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5706232,0.0005566936,0.039086383,0.025945403,0.00027954637,0.00228958,0.000070592134,0.0008296696,0.3603189],"genre_scores_gemma":[0.98772,0.0000085026695,0.006737638,0.0038781825,0.00015497066,0.000007945228,0.0000036096542,0.00000270528,0.0014864226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948585,0.0000028691595,0.0001127416,0.00014053666,0.00011434688,0.00014367678],"domain_scores_gemma":[0.999685,0.000015807082,0.00005404748,0.00007573353,0.0001221882,0.00004721968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002221164,0.00005917986,0.00006409987,0.000058910886,0.00015780702,0.00003387162,0.0002930057,0.000023662355,0.000236467],"category_scores_gemma":[0.000015776088,0.0000389362,0.00002321125,0.00030716838,0.00012485431,0.00007968674,0.000017264714,0.00006007526,0.0004422728],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019820054,0.000015019624,0.046320885,0.000041423278,0.000009287184,5.116711e-8,0.0038090954,0.00000474057,0.002180679,0.00030812316,0.31619686,0.63109404],"study_design_scores_gemma":[0.0000362977,0.00008695357,0.0017289461,0.00001564497,0.000005532924,0.000006195542,0.00047848295,0.0021301482,0.026686622,0.0013718546,0.96738434,0.00006899808],"about_ca_topic_score_codex":0.0010942504,"about_ca_topic_score_gemma":0.000008766113,"teacher_disagreement_score":0.6511875,"about_ca_system_score_codex":0.0000020661066,"about_ca_system_score_gemma":0.000013999435,"threshold_uncertainty_score":0.56846696},"labels":[],"label_agreement":null},{"id":"W2896485482","doi":"10.1007/978-1-4939-8844-0_5","title":"Practical Operating Procedures","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","score_opus":0.03419392440607741,"score_gpt":0.26418194332281236,"score_spread":0.22998801891673495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896485482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028871276,0.00010198669,0.00035182596,0.0008758567,0.00019708872,0.000110351066,0.000016026317,0.00025187607,0.9980661],"genre_scores_gemma":[0.0021674111,0.00014753293,0.022651168,0.004142279,0.00045396356,2.3094515e-7,0.00009707571,0.000008598746,0.9703317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917364,0.000008460857,0.00016639872,0.00027215993,0.00021552418,0.00016381871],"domain_scores_gemma":[0.9995496,0.000067396446,0.00007195696,0.00016862706,0.0000622624,0.00008012926],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001535632,0.0001728114,0.00015626925,0.00007014988,0.00014124264,0.000082706385,0.00012975476,0.00017364719,0.09634737],"category_scores_gemma":[0.00005661651,0.00012695073,0.000055945817,0.000011761289,0.00013831073,0.00014040583,0.000009239714,0.00024186441,0.004936825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039720935,0.0000016084422,0.00012113449,0.000019543657,0.000013477219,0.00001596996,0.000034939392,4.698557e-7,6.9659586e-7,0.0057485253,0.97876936,0.015270325],"study_design_scores_gemma":[0.00003661812,0.00014963352,0.000019510904,0.00008866861,0.000015381718,0.00007200915,0.000024447745,0.0024173385,0.00017335509,0.008982851,0.98778194,0.00023826862],"about_ca_topic_score_codex":0.000527094,"about_ca_topic_score_gemma":0.00011920074,"teacher_disagreement_score":0.09141055,"about_ca_system_score_codex":0.0000029968512,"about_ca_system_score_gemma":0.00019616092,"threshold_uncertainty_score":0.9958379},"labels":[],"label_agreement":null},{"id":"W2896774173","doi":"10.3997/2214-4609.201801351","title":"Seismic Modeling with Half Precision Floating Point Numbers","year":2018,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Inversion (geology); Double-precision floating-point format; Single-precision floating-point format; Computer science; Seismogram; Algorithm; Accuracy and precision; Floating point; Seismic inversion; Finite difference; Parallel computing; Geology; Seismology; Optics; Mathematics; Physics; Statistics; Mathematical analysis","score_opus":0.014678300634204932,"score_gpt":0.21606619400251348,"score_spread":0.20138789336830853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896774173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8971948,0.000048088037,0.01817227,0.000918917,0.00013435939,0.00014090318,0.0000024164992,0.00038868928,0.082999565],"genre_scores_gemma":[0.97719723,0.000011844398,0.021014987,0.0013132481,0.00019400728,6.984357e-7,0.000006428389,0.0000066272905,0.00025495215],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902076,0.000004897517,0.00015238124,0.00028587205,0.00025545043,0.00028063863],"domain_scores_gemma":[0.99959254,0.000018102382,0.00006500466,0.0000706482,0.00016276017,0.00009091732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032554113,0.00012657298,0.000113509006,0.00009053583,0.00025819198,0.000110172936,0.00018465833,0.00004845623,0.0004293223],"category_scores_gemma":[0.000048328013,0.00009389077,0.000027409837,0.00022303093,0.0000914918,0.0005192927,0.000015082642,0.00013657653,0.00024620554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005855092,0.000059022554,0.32854775,0.0001815135,0.00007076069,0.000010507253,0.012664195,0.003916915,0.0013820202,0.0005075445,0.08627957,0.5657947],"study_design_scores_gemma":[0.00015203531,0.0002102245,0.00036395717,0.000112621754,0.000008968487,0.000042579075,0.0008541581,0.9823806,0.0057118903,0.0018028778,0.0081825,0.00017758405],"about_ca_topic_score_codex":0.0033463165,"about_ca_topic_score_gemma":0.000015731714,"teacher_disagreement_score":0.9784637,"about_ca_system_score_codex":0.000007483544,"about_ca_system_score_gemma":0.000024356657,"threshold_uncertainty_score":0.50586516},"labels":[],"label_agreement":null},{"id":"W2897517396","doi":"10.1121/1.5067987","title":"Dynamic permeability and tortuosity in weakly consolidated granular media","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tortuosity; Porous medium; Permeability (electromagnetism); Porosity; Mechanics; Geology; Characterisation of pore space in soil; Fluid dynamics; Materials science; Pressure gradient; Matrix (chemical analysis); Geotechnical engineering; Composite material; Physics","score_opus":0.008440815509064436,"score_gpt":0.22437285473435561,"score_spread":0.21593203922529117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897517396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832197,0.00036289837,0.008479749,0.0073853983,0.00017611522,0.00008428755,0.000020371315,0.00001184423,0.00025967558],"genre_scores_gemma":[0.9890725,0.0003847338,0.0079734335,0.0025222336,0.00003519174,3.6346307e-8,6.398471e-7,0.0000015924012,0.000009659534],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912024,0.00017100484,0.00024737327,0.00006680008,0.00024983034,0.00014475765],"domain_scores_gemma":[0.9990931,0.00041906958,0.00018135933,0.00015562802,0.00009189318,0.000058920985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082527404,0.00007167562,0.00018607623,0.000014123973,0.0001231557,0.000009414685,0.0003363972,0.000040996074,0.00018982604],"category_scores_gemma":[0.00020827678,0.00003541019,0.00010110059,0.00017278953,0.001765896,0.000073398114,0.000035828452,0.00027561554,0.000003090463],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012693916,0.00035709477,0.35017377,0.00015770597,0.00025228146,0.000007719182,0.014969607,0.0013897794,0.018415561,0.000006728633,0.16998796,0.4430124],"study_design_scores_gemma":[0.0003261514,0.0003771018,0.35277697,0.0000768276,0.000109519446,0.00008444226,0.0038947624,0.6350405,0.0014987803,0.003058936,0.0026314124,0.00012455754],"about_ca_topic_score_codex":0.0014831066,"about_ca_topic_score_gemma":0.00001131201,"teacher_disagreement_score":0.6336507,"about_ca_system_score_codex":0.00000978314,"about_ca_system_score_gemma":0.000050326624,"threshold_uncertainty_score":0.65065175},"labels":[],"label_agreement":null},{"id":"W2897819812","doi":"10.3997/2214-4609.201800880","title":"Illumination Compensation with Seismic-While-Drilling Plus Surface Seismic Imaging","year":2018,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geophysical imaging; Drilling; Deconvolution; Workflow; Geology; Computer science; Drill; Drill bit; Vertical seismic profile; Seismic wave; Seismology; Algorithm; Engineering","score_opus":0.013932232739876762,"score_gpt":0.21069892741923826,"score_spread":0.1967666946793615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897819812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439233,0.00009252982,0.012136595,0.0021395504,0.00024840495,0.00023934181,0.000009543163,0.00054350164,0.040667217],"genre_scores_gemma":[0.9895127,0.000020246855,0.007104011,0.0026627833,0.00022422848,9.922333e-7,0.000043726148,0.000010417778,0.00042088953],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987951,0.000010439337,0.00018877497,0.00035657294,0.00031879253,0.0003303561],"domain_scores_gemma":[0.9993329,0.000031800504,0.00014259151,0.000085482316,0.0003170014,0.000090238675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036115773,0.00017371296,0.00015340415,0.00012306048,0.0003561414,0.00016571688,0.00019963802,0.000047269412,0.00035153123],"category_scores_gemma":[0.00002670486,0.00014511691,0.000030142457,0.00033998952,0.00023304748,0.00078128657,0.000014623233,0.00015119764,0.00027062034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003382665,0.000041423133,0.6553284,0.0001915377,0.00005502372,0.000014106839,0.010049268,0.0038973019,0.0029946102,0.0003944455,0.068515636,0.25818],"study_design_scores_gemma":[0.00030618117,0.00012507208,0.0076662023,0.000092601935,0.000017955526,0.00006313864,0.0011003288,0.9356194,0.013395206,0.0004643544,0.040882476,0.00026709784],"about_ca_topic_score_codex":0.0018630897,"about_ca_topic_score_gemma":0.0000114437435,"teacher_disagreement_score":0.9317221,"about_ca_system_score_codex":0.000026980508,"about_ca_system_score_gemma":0.000047155445,"threshold_uncertainty_score":0.5917696},"labels":[],"label_agreement":null},{"id":"W2898113870","doi":"","title":"Latent Surgical Interventions in Residual Neural Networks","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Residual; Psychological intervention; Artificial neural network; Computer science; Artificial intelligence; Psychology; Algorithm; Psychiatry","score_opus":0.026266652465734203,"score_gpt":0.24222594784469054,"score_spread":0.21595929537895633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898113870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7914674,0.0070918747,0.04681593,0.028625082,0.0018489345,0.0010933947,0.0002606937,0.0010731128,0.12172352],"genre_scores_gemma":[0.9858023,0.0006536941,0.0081602065,0.00022942558,0.00007586459,0.000009421115,0.0011571695,0.0000140426055,0.0038978904],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9942225,0.0037874496,0.0005898274,0.00066233677,0.00032674032,0.00041114294],"domain_scores_gemma":[0.9971631,0.0007448906,0.0003118059,0.0010630537,0.00055331626,0.00016381117],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047277207,0.00027376722,0.00033557732,0.00027358386,0.00023019714,0.000307547,0.0010227463,0.00029153482,0.0015961614],"category_scores_gemma":[0.00037001562,0.00026818024,0.00026335614,0.00032196497,0.00034114355,0.00014445095,0.00043528635,0.00087262475,0.00007760752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011736625,0.00086615555,0.3868329,0.00045308418,0.00014498932,0.0001712669,0.005775192,0.008120829,0.000012557835,0.0048086965,0.062085155,0.5306118],"study_design_scores_gemma":[0.0006001919,0.0000019161791,0.06563537,0.0029481854,0.00003883155,0.00004081287,0.00007527971,0.90797895,0.0011305365,0.004133434,0.016797213,0.0006192666],"about_ca_topic_score_codex":0.014480482,"about_ca_topic_score_gemma":0.0042720255,"teacher_disagreement_score":0.8998581,"about_ca_system_score_codex":0.000028311786,"about_ca_system_score_gemma":0.00009272849,"threshold_uncertainty_score":0.99997705},"labels":[],"label_agreement":null},{"id":"W2898167566","doi":"10.4133/sageep.31-025","title":"HVSR MEASUREMENTS IN COMPLEX SEDIMENTARY ENVIRONMENT AND HIGHLY STRUCTURED RESONATOR TOPOGRAPHY – COMPARISONS WITH SEISMIC REFLECTION PROFILES AND GEOPHYSICAL BOREHOLE LOGS","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Borehole; Geology; Reflection (computer programming); Geophysics; Seismology; Sedimentary rock; Remote sensing; Paleontology; Computer science","score_opus":0.02706749193763971,"score_gpt":0.22851675579479228,"score_spread":0.20144926385715256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898167566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968435,0.00012087946,0.00026069218,0.00079633656,0.00004383486,0.00023433848,0.000022305134,0.000069558504,0.0016085318],"genre_scores_gemma":[0.99134886,0.000024283032,0.006938068,0.0015051094,0.000043527703,0.0000021930039,0.00008293469,0.0000035685673,0.000051475712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999058,0.000072909184,0.00013351422,0.00030441012,0.00022954404,0.00020162681],"domain_scores_gemma":[0.9997206,0.000021551707,0.000043767293,0.00011412552,0.0000122251395,0.00008773678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014293224,0.00014087779,0.00015800071,0.00011970134,0.00017118042,0.000038284412,0.00006911977,0.000042510885,0.00026642915],"category_scores_gemma":[0.0000017906647,0.00010043005,0.00001474029,0.00011846002,0.0003443633,0.00015268942,0.000016630273,0.000110215864,0.00000996391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014097885,0.000021086309,0.97017413,0.000010698311,0.000019235278,0.0000017862087,0.00015547815,0.000011075768,0.001033258,0.000011197061,0.015846578,0.01257451],"study_design_scores_gemma":[0.00076914625,0.0010197536,0.9323073,0.000021358477,0.000020482028,0.000015411702,0.00023940111,0.019001858,0.016172905,0.0003983483,0.029810745,0.00022329713],"about_ca_topic_score_codex":0.008506124,"about_ca_topic_score_gemma":0.0002372132,"teacher_disagreement_score":0.037866823,"about_ca_system_score_codex":0.000008596598,"about_ca_system_score_gemma":0.000010038191,"threshold_uncertainty_score":0.99809635},"labels":[],"label_agreement":null},{"id":"W2898699348","doi":"10.1190/int-2018-0081.1","title":"Seismic reconstruction of the in situ anisotropic stress field for caprock integrity in the Athabasca oil-sands basin, Canada","year":2018,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Magna International (Canada)","funders":"","keywords":"Geology; Caprock; Transverse isotropy; Stress field; Overburden pressure; Biot number; Anisotropy; Pore water pressure; Stress (linguistics); Geotechnical engineering; Mechanics; Finite element method","score_opus":0.009011615571030047,"score_gpt":0.22029930248066915,"score_spread":0.2112876869096391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898699348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296063,0.00003123418,0.0020919042,0.0016691894,0.00047063874,0.00010798535,0.000026841322,0.000008258556,0.0026332908],"genre_scores_gemma":[0.9980544,0.000007050408,0.00024805358,0.0015906353,0.00003482487,0.0000030992398,0.000012893646,0.0000011816197,0.000047866582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994223,0.00010401626,0.00016738908,0.000105333704,0.000104100094,0.00009684729],"domain_scores_gemma":[0.9995706,0.00018525,0.00007359384,0.00011332428,0.000047333848,0.0000099005165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021621845,0.000055716286,0.00007446093,0.000047609552,0.000050805113,0.000015329977,0.00018810453,0.00003891565,0.000054142038],"category_scores_gemma":[0.00013172407,0.000034277804,0.000027460354,0.00013622399,0.00005168137,0.00011381078,0.0000053482327,0.00012976311,0.0000011241588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008301087,0.000011363673,0.6006141,0.000044236025,0.0000051214656,5.6817424e-7,0.002773871,0.00012302233,0.00010000036,0.00002386433,0.006168888,0.390052],"study_design_scores_gemma":[0.00046730385,0.00033810816,0.47593695,0.0004924206,0.000015042789,0.00002184912,0.00480175,0.444955,0.066931754,0.0026121845,0.003243511,0.00018413401],"about_ca_topic_score_codex":0.6638567,"about_ca_topic_score_gemma":0.7381388,"teacher_disagreement_score":0.44483197,"about_ca_system_score_codex":0.00001823206,"about_ca_system_score_gemma":0.00010703406,"threshold_uncertainty_score":0.33838174},"labels":[],"label_agreement":null},{"id":"W2898728932","doi":"10.1016/j.petrol.2018.10.103","title":"REMOVED: The stress dependence of velocities and its influencing factors for carbonate rocks in Arab formation, Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"Journal of Petroleum Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Carbonate; Geology; Geochemistry; Carbonate rock; Stress (linguistics); Petroleum engineering; Petrology; Mineralogy; Mining engineering; Materials science; Metallurgy; Sedimentary rock","score_opus":0.010675516346218397,"score_gpt":0.20507151837438967,"score_spread":0.19439600202817126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898728932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99798596,0.0004939229,0.0011219961,0.00013239692,0.00013044161,0.000030894258,0.0000061733786,0.00000576376,0.00009244503],"genre_scores_gemma":[0.9992755,0.00014059986,0.0004803612,0.00005812062,0.000037655805,1.8150251e-7,2.5174865e-7,0.0000012260248,0.000006074845],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929637,0.0000072992502,0.00021720512,0.00007152918,0.00024892826,0.00015866384],"domain_scores_gemma":[0.99951035,0.00010728976,0.00012618375,0.000045493594,0.00016007655,0.00005063397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086039497,0.000062893465,0.00011099023,0.00022382433,0.000117153664,0.000050282837,0.00017766617,0.000020337022,0.000003180232],"category_scores_gemma":[0.00025944808,0.000040678693,0.000017026767,0.0001846239,0.00012901596,0.0007456377,0.000012274763,0.00009882164,1.2095894e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017928978,0.000027266824,0.7236524,0.0006634258,0.00004613447,0.000015163133,0.026878556,0.11871853,0.07780035,0.0003291921,0.00047639638,0.051213298],"study_design_scores_gemma":[0.00023283238,0.00021419927,0.25239694,0.00025569156,0.000009120895,0.0000619283,0.002981782,0.7030017,0.04002808,0.00021210675,0.00049017236,0.00011548058],"about_ca_topic_score_codex":0.00025580538,"about_ca_topic_score_gemma":0.000030449857,"teacher_disagreement_score":0.5842831,"about_ca_system_score_codex":0.000010685905,"about_ca_system_score_gemma":0.000055767527,"threshold_uncertainty_score":0.1658829},"labels":[],"label_agreement":null},{"id":"W2898788693","doi":"10.1007/s10659-018-9703-4","title":"On Commutativity and Near Commutativity of Translational and Rotational Averages: Analytical Proofs and Numerical Examinations","year":2018,"lang":"en","type":"article","venue":"Journal of Elasticity","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anisotropy; Commutative property; Commutator; Mathematics; Elasticity (physics); Mathematical proof; Perturbation (astronomy); Translational symmetry; Mathematical analysis; Parity (physics); Mathematical physics; Physics; Geometry; Quantum mechanics; Pure mathematics","score_opus":0.018325812877860805,"score_gpt":0.25859119242522466,"score_spread":0.24026537954736385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898788693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96920425,0.0000674888,0.029263154,0.00079062395,0.000036536785,0.000049368024,0.000042432563,0.000005746155,0.000540389],"genre_scores_gemma":[0.99338585,0.000012200025,0.0063523245,0.0002063544,0.000031342865,1.10063134e-7,0.00000412635,0.000001471429,0.000006202507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922824,0.00014041306,0.00022443695,0.00008476523,0.00023899738,0.0000831203],"domain_scores_gemma":[0.9984115,0.0011639309,0.00015032834,0.00003945059,0.00014202435,0.00009281388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046007996,0.0000732585,0.00017459811,0.00008320785,0.00016943077,0.000034325967,0.000051624844,0.000035137073,0.0001570431],"category_scores_gemma":[0.00030077365,0.000056659603,0.000023851408,0.000089413836,0.00059287384,0.00020976205,0.000007897225,0.00018431988,0.00000128631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004428824,0.00023522727,0.8698584,0.000067336194,0.000101429876,0.000013767571,0.0023668415,0.0005889636,0.00011904549,0.0025922884,0.0016035226,0.12201029],"study_design_scores_gemma":[0.00032504185,0.0006815014,0.7716318,0.000038771697,0.000024926632,0.000077542216,0.00004894188,0.21994509,0.00022732207,0.0067785485,0.00016380346,0.00005670676],"about_ca_topic_score_codex":0.00013172603,"about_ca_topic_score_gemma":0.000011641449,"teacher_disagreement_score":0.21935612,"about_ca_system_score_codex":0.000003044341,"about_ca_system_score_gemma":0.000049268743,"threshold_uncertainty_score":0.23105116},"labels":[],"label_agreement":null},{"id":"W2899059684","doi":"10.1190/geo2018-0109.1","title":"Robust tensor-completion algorithm for 5D seismic-data reconstruction","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Algorithm; Computer science; Synthetic data; Noisy data; Noise (video); Data processing; Measure (data warehouse); Data mining; Mathematical optimization; Mathematics; Artificial intelligence","score_opus":0.06242182794578906,"score_gpt":0.2359460348459843,"score_spread":0.17352420690019527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899059684","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.115251735,0.000102418446,0.8697149,0.0013641116,0.0031014176,0.0005703427,0.0014356294,0.00061968545,0.007839725],"genre_scores_gemma":[0.45166126,0.00010304264,0.53057146,0.0067682764,0.0049055554,0.000006238515,0.003988711,0.00002234474,0.001973106],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991951,0.00002418598,0.00013292799,0.00030231304,0.00012498681,0.00022047036],"domain_scores_gemma":[0.999343,0.00004931819,0.00007251596,0.00037312918,0.00011235693,0.000049688417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001972131,0.00010034034,0.000115809766,0.000046421166,0.00024977516,0.000050576422,0.00028110374,0.000050087787,0.00026775664],"category_scores_gemma":[0.000020337937,0.00009122915,0.000037211572,0.00013292565,0.00014664905,0.00037099028,0.00002010948,0.00007661746,0.0003844555],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007067431,0.0000055647834,0.0010593507,0.0000046590253,0.00000701141,3.0266833e-7,0.000027195412,0.000023409697,0.000019566507,0.000015286954,0.038773287,0.9600573],"study_design_scores_gemma":[0.0001657306,0.00012790933,0.0036394268,0.00001501111,0.000015434134,0.000018485804,0.0000825559,0.8825379,0.0007707086,0.0057682763,0.10671251,0.00014605118],"about_ca_topic_score_codex":0.001973142,"about_ca_topic_score_gemma":0.000015228119,"teacher_disagreement_score":0.9599112,"about_ca_system_score_codex":0.0000046663104,"about_ca_system_score_gemma":0.000029448174,"threshold_uncertainty_score":0.49415258},"labels":[],"label_agreement":null},{"id":"W2899211404","doi":"10.1007/978-3-319-99719-3_26","title":"A Fourth-Order Compact Numerical Scheme for Three-Dimensional Acoustic Wave Equation with Variable Velocity","year":2018,"lang":"en","type":"book-chapter","venue":"Springer proceedings in mathematics & statistics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Variable (mathematics); Scheme (mathematics); Mathematical analysis; Order (exchange); Mathematics; Acoustic wave equation; Physics; Acoustics; Acoustic wave; Economics","score_opus":0.03442258483333514,"score_gpt":0.2370148661446348,"score_spread":0.20259228131129964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899211404","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00059439655,0.00006350502,0.945803,0.00010190946,0.00022278319,0.0011156261,0.00069549115,0.00019075812,0.05121254],"genre_scores_gemma":[0.002081513,0.000016121436,0.98526955,0.00023698421,0.00019133813,0.000008298315,0.00027016122,0.00005598153,0.011870078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978008,0.000004245258,0.00057822303,0.0005096932,0.0006400542,0.00046695667],"domain_scores_gemma":[0.9980621,0.00045353745,0.0005156349,0.0001844048,0.00065156363,0.0001327611],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006319796,0.00046277881,0.0005903356,0.00022579348,0.00018620676,0.00013958711,0.0002517582,0.0002688167,0.0018082082],"category_scores_gemma":[0.0003481952,0.0003903344,0.00005368889,0.000099127086,0.00023582338,0.0001618983,0.000033582983,0.0004796756,0.00012997417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018894747,0.0009784924,0.008579675,0.017793499,0.0018187491,0.00022368522,0.009791391,0.006159303,0.00029441807,0.4811894,0.4086099,0.06267201],"study_design_scores_gemma":[0.00031849084,0.00028741665,0.00012362556,0.0006164431,0.0001029742,0.000023611596,0.000032954977,0.729723,0.000029512941,0.2607937,0.007476986,0.00047134253],"about_ca_topic_score_codex":0.00020915628,"about_ca_topic_score_gemma":0.000048065274,"teacher_disagreement_score":0.7235637,"about_ca_system_score_codex":0.00005853447,"about_ca_system_score_gemma":0.00021692837,"threshold_uncertainty_score":0.99985486},"labels":[],"label_agreement":null},{"id":"W2899512866","doi":"10.1306/10261818055","title":"Unsupervised seismic facies classification applied to a presalt carbonate reservoir, Santos Basin, offshore Brazil","year":2019,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Submarine pipeline; Facies; Carbonate; Structural basin; Carbonate platform; Geochemistry; Seismology; Geomorphology; Petrology; Mining engineering; Geotechnical engineering","score_opus":0.013659396812534056,"score_gpt":0.2176672910904447,"score_spread":0.20400789427791063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899512866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8591703,0.00021036476,0.00025100794,0.022119394,0.0003217608,0.00077043223,0.00008398339,0.00044350917,0.11662924],"genre_scores_gemma":[0.9802925,0.000062468076,0.0014370203,0.012508422,0.00006925725,0.000009818665,0.00017135518,0.00001179274,0.0054373783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835277,0.000087587825,0.0002739633,0.0004982556,0.00037814147,0.00040929604],"domain_scores_gemma":[0.9991005,0.00012179393,0.0000761755,0.0004997869,0.00006401814,0.00013774452],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039506593,0.0002087089,0.00024348593,0.0001646514,0.00013763507,0.00009343328,0.00045662367,0.000111615,0.0062081553],"category_scores_gemma":[0.00003944547,0.00018391112,0.00006785605,0.00026031205,0.00007217843,0.000070176946,0.000037695205,0.00021272116,0.0065926258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028823462,0.000044208387,0.08337725,0.00009265731,0.0000346389,0.000008113461,0.0011649741,0.0015348324,0.002788488,0.00023458982,0.8472026,0.06322942],"study_design_scores_gemma":[0.00032669518,0.0001137174,0.058893573,0.00004065583,0.0000109937155,0.000005545768,0.000638375,0.025870226,0.0030528628,0.0003207204,0.91041327,0.00031336464],"about_ca_topic_score_codex":0.0041615693,"about_ca_topic_score_gemma":0.000027904849,"teacher_disagreement_score":0.12112218,"about_ca_system_score_codex":0.000013445097,"about_ca_system_score_gemma":0.000051864983,"threshold_uncertainty_score":0.9947003},"labels":[],"label_agreement":null},{"id":"W2900348381","doi":"10.2118/193268-ms","title":"Combined use of Optical-fiber DAS and a Permanent Seismic Source for Vertical Seismic Profiling Demonstrated at the Aquistore CO2 Storage Site","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Research Centre","funders":"Lawrence Berkeley National Laboratory","keywords":"Geophone; Offset (computer science); Data acquisition; Repeatability; Optical fiber; Distributed acoustic sensing; Data quality; Vertical seismic profile; Computer science; Geology; Real-time computing; Remote sensing; Fiber optic sensor; Engineering; Seismology; Telecommunications","score_opus":0.021949248470670476,"score_gpt":0.23877955929773934,"score_spread":0.21683031082706886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900348381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899454,0.00007264424,0.0066904314,0.0010721255,0.000095097246,0.00040186272,0.000052763095,0.00011490917,0.001554768],"genre_scores_gemma":[0.9893144,0.000010125011,0.0038340138,0.0023795262,0.000045130408,0.0000028319723,0.00009353144,0.000007083999,0.004313396],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989496,0.000062522355,0.00023965447,0.00027110512,0.000186829,0.00029030183],"domain_scores_gemma":[0.9991626,0.00034446103,0.00004932031,0.00022870272,0.00009849004,0.000116428375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027521717,0.000149147,0.00018727245,0.00005385868,0.0002854483,0.000057170568,0.00013311412,0.00008016076,0.0006351386],"category_scores_gemma":[0.000080556856,0.00009568391,0.000059047343,0.00011027719,0.00069111923,0.00014888839,0.00003683899,0.000113414295,0.00010955385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004182546,0.00044478013,0.34840494,0.00053643587,0.00040724818,0.00003417565,0.004105439,0.00856511,0.018997509,0.0012749098,0.49349007,0.11955683],"study_design_scores_gemma":[0.00051416527,0.0005847075,0.0051445747,0.00003398533,0.00005773025,0.000030857056,0.00015516611,0.89584374,0.037530947,0.00016977845,0.05972652,0.00020781082],"about_ca_topic_score_codex":0.0014414608,"about_ca_topic_score_gemma":0.00003364476,"teacher_disagreement_score":0.8872787,"about_ca_system_score_codex":0.000012213684,"about_ca_system_score_gemma":0.000045131863,"threshold_uncertainty_score":0.6954322},"labels":[],"label_agreement":null},{"id":"W2900513187","doi":"10.1190/geo2017-0832.1","title":"Interparameter trade-off quantification for isotropic-elastic full-waveform inversion with various model parameterizations","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Isotropy; Inversion (geology); Hessian matrix; Gaussian; Electrical impedance; Waveform; Mathematical analysis; Mathematics; Geology; Applied mathematics; Physics; Optics; Seismology","score_opus":0.02059953771294567,"score_gpt":0.22486636694489137,"score_spread":0.2042668292319457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900513187","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4156211,0.00001192044,0.5821396,0.00048341666,0.00023606217,0.0002903935,0.00006973012,0.0001588762,0.0009889181],"genre_scores_gemma":[0.9682247,0.0000141272185,0.029874183,0.0012592276,0.00010946901,0.000006508984,0.00028917415,0.000007864454,0.0002147479],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914736,0.00001917278,0.00016089652,0.00027450058,0.00015302973,0.00024505588],"domain_scores_gemma":[0.9994392,0.00007737636,0.00009019574,0.00025107703,0.00007276457,0.000069433976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006810463,0.00014020251,0.00013501504,0.000077098055,0.00025596042,0.00006961002,0.00017556423,0.00005887494,0.000077785655],"category_scores_gemma":[0.000021620053,0.00010938938,0.000055150605,0.00019535894,0.00017673617,0.00030423322,0.000009501159,0.0000891461,0.0001785527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013113951,0.00030030476,0.008095778,0.0001839769,0.00018756639,0.0000048684933,0.004338657,0.017961264,0.0060755075,0.0047720834,0.03836183,0.9184068],"study_design_scores_gemma":[0.00023578288,0.0007060651,0.0014087579,0.000026265501,0.000038419974,0.000004556318,0.00007063176,0.98269176,0.0023706914,0.006994855,0.0052641006,0.0001881176],"about_ca_topic_score_codex":0.00027276186,"about_ca_topic_score_gemma":0.000040010054,"teacher_disagreement_score":0.9647305,"about_ca_system_score_codex":0.000009509064,"about_ca_system_score_gemma":0.000050925526,"threshold_uncertainty_score":0.44607696},"labels":[],"label_agreement":null},{"id":"W2901040857","doi":"10.1088/1361-6420/aaf317","title":"Simultaneous-shot inversion for PDE-constrained optimization problems with missing data","year":2018,"lang":"en","type":"article","venue":"Inverse Problems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Washington Research Foundation","keywords":"Mathematics; Inversion (geology); Missing data; Inverse problem; Applied mathematics; Mathematical optimization; Mathematical analysis; Statistics; Geology","score_opus":0.04905921034764132,"score_gpt":0.2511500523572331,"score_spread":0.20209084200959176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901040857","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03325414,0.00050073303,0.89138323,0.009751496,0.0018059697,0.005432637,0.0013032515,0.0025041902,0.05406433],"genre_scores_gemma":[0.74079734,0.000078908786,0.25139397,0.004126875,0.0003362201,0.000008342563,0.0023063524,0.000027838945,0.0009241534],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99836075,0.00005403691,0.0002821055,0.00059493625,0.00027966444,0.00042850402],"domain_scores_gemma":[0.99871397,0.00018392033,0.00017559898,0.0005646613,0.0001986659,0.00016320335],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005064112,0.00022555102,0.0002021919,0.00015182367,0.000426534,0.00014717646,0.00055941293,0.00011229814,0.0009275942],"category_scores_gemma":[0.00014935982,0.00017834992,0.00003676176,0.00031328885,0.0004325813,0.0007421127,0.000046780373,0.0001373067,0.00011020866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075158576,0.00018201157,0.02057022,0.00067508564,0.00020792705,0.000036832043,0.0030364324,0.43272746,0.0016185305,0.000084954416,0.18855467,0.35155427],"study_design_scores_gemma":[0.0006664121,0.0004482024,0.0000123884365,0.00016284583,0.000036225934,0.000023372495,0.0001756189,0.90838987,0.0009995002,0.00052532664,0.08828259,0.0002776673],"about_ca_topic_score_codex":0.0018131642,"about_ca_topic_score_gemma":0.00030546775,"teacher_disagreement_score":0.7075432,"about_ca_system_score_codex":0.000013908445,"about_ca_system_score_gemma":0.00013848556,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W2901837847","doi":"10.4095/297315","title":"Lignes directrices sur la mesure de la vitesse des ondes de cisaillement pour la caractérisation sismique de sites canadiens dans le sol et la roche","year":2015,"lang":"fr","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Humanities; Physics; Art","score_opus":0.029006816237003692,"score_gpt":0.26620872988970273,"score_spread":0.23720191365269905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901837847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.515906,0.00914261,0.0051487847,0.002337751,0.00022017828,0.0004489935,0.00040716125,0.00053352007,0.465855],"genre_scores_gemma":[0.9203111,0.015118142,0.013986656,0.0015708668,0.00025734396,0.000027862423,0.0005786453,0.000050414597,0.04809895],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99346805,0.003472442,0.00060087297,0.0006758836,0.0007607587,0.0010219715],"domain_scores_gemma":[0.99371964,0.004340102,0.00044916698,0.0003782626,0.00049570005,0.0006171019],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012385522,0.00063112075,0.0006487812,0.00039295343,0.00040210868,0.0005517068,0.00054679933,0.0008984757,0.0004761963],"category_scores_gemma":[0.0019090278,0.0005616328,0.0002540295,0.00029463528,0.00053866726,0.0005505302,0.000063754014,0.00084757194,0.00002673909],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043511103,0.00023998633,0.5757079,0.0005335715,0.0003438292,0.0007066921,0.01388889,0.0017471955,0.0031959957,0.00029163397,0.33224386,0.071056895],"study_design_scores_gemma":[0.00041154967,0.00015963844,0.054258622,0.00051556056,0.00037488915,0.0020682835,0.004329757,0.02389834,0.026456904,0.0037099384,0.8827659,0.0010506271],"about_ca_topic_score_codex":0.63588697,"about_ca_topic_score_gemma":0.10303067,"teacher_disagreement_score":0.550522,"about_ca_system_score_codex":0.0004829167,"about_ca_system_score_gemma":0.008057366,"threshold_uncertainty_score":0.9996835},"labels":[],"label_agreement":null},{"id":"W2901965908","doi":"10.1007/s00024-018-2045-0","title":"Effective Stress Coefficient for Seismic Velocities in Carbonate Rocks: Effects of Pore Characteristics and Fluid Types","year":2018,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Carbon Management Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Siliciclastic; Compaction; Pore water pressure; Geology; Carbonate rock; Carbonate; Effective stress; Mineralogy; Context (archaeology); Shear (geology); Geotechnical engineering; Materials science; Petrology; Geomorphology","score_opus":0.0035966409176403317,"score_gpt":0.18706603324950902,"score_spread":0.18346939233186868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901965908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755585,0.00025024184,0.0007451015,0.000041056912,0.00009979303,0.00037791362,0.00008605994,0.00002628312,0.0008176832],"genre_scores_gemma":[0.9992701,0.00007306046,0.00016316643,0.0003000062,0.00009293702,0.0000089822,0.000060541013,0.000003830316,0.000027399648],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99947494,0.000012985523,0.0001038711,0.00016879829,0.00008722137,0.00015220992],"domain_scores_gemma":[0.99964416,0.00016061982,0.000055496334,0.00007117076,0.00003377409,0.00003477514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007611407,0.00010602203,0.0001868494,0.000048127007,0.00007017469,0.000018106351,0.000055487017,0.000046555277,0.000003261279],"category_scores_gemma":[0.000011599133,0.00008943924,0.000016754115,0.00008267106,0.00015970768,0.000036931215,0.0000143149755,0.000060830407,0.0000014658912],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039477053,0.00009308388,0.040706858,0.0013436709,0.00006075053,0.00000589392,0.00569457,0.0001714067,0.0024263118,0.0010620366,0.0009195187,0.94712114],"study_design_scores_gemma":[0.0029411044,0.0019388541,0.39631394,0.00070523086,0.00020007168,0.000009480936,0.0015164841,0.23683025,0.31398,0.035787296,0.008625213,0.0011520835],"about_ca_topic_score_codex":0.00024249459,"about_ca_topic_score_gemma":0.0000070081255,"teacher_disagreement_score":0.94596905,"about_ca_system_score_codex":0.0000022413114,"about_ca_system_score_gemma":0.000012782392,"threshold_uncertainty_score":0.36472264},"labels":[],"label_agreement":null},{"id":"W2903073790","doi":"10.1093/gji/ggy507","title":"Automated seismic waveform location using Multichannel Coherency Migration (MCM)—II. Application to induced and volcano-tectonic seismicity","year":2018,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Petroleum Technology Research Centre; Natural Environment Research Council; Sight Research UK","keywords":"Microseism; Seismology; Induced seismicity; Geology; Volcano; Noise (video); Waveform; Earthquake location; Tectonics; Computer science; Artificial intelligence","score_opus":0.015998443100980694,"score_gpt":0.26112679945131684,"score_spread":0.24512835635033614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903073790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95767325,0.000016241114,0.03878375,0.0021670347,0.00058611715,0.0001728306,0.000018881516,0.00017418465,0.00040767802],"genre_scores_gemma":[0.9939219,0.000011702484,0.0028328763,0.002309063,0.0007491923,0.0000021905666,0.00006096672,0.000006245943,0.00010590412],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880177,0.00004954391,0.00029810134,0.0002582613,0.00036231749,0.00023002515],"domain_scores_gemma":[0.99907637,0.00003583095,0.00017768522,0.00011365536,0.00042752264,0.0001689124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024049733,0.00015069672,0.00013853046,0.0002060754,0.00042709903,0.00013691241,0.00023859229,0.00007616832,0.00013646329],"category_scores_gemma":[0.00006505573,0.00013121463,0.00004561176,0.00026938156,0.000078341574,0.00048099112,0.000037855807,0.00022670059,0.00016704416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050609815,0.00040550416,0.032337733,0.000042382202,0.000270405,0.000017965343,0.00397951,0.01349319,0.07775721,0.00038597005,0.02347545,0.8473286],"study_design_scores_gemma":[0.00023768912,0.00024116234,0.037689857,0.000046291294,0.000014029899,0.00009419828,0.00008906886,0.94960874,0.0069994973,0.0013870362,0.00342796,0.0001644731],"about_ca_topic_score_codex":0.008563496,"about_ca_topic_score_gemma":0.00011053486,"teacher_disagreement_score":0.93611556,"about_ca_system_score_codex":0.00006161888,"about_ca_system_score_gemma":0.00008382148,"threshold_uncertainty_score":0.9980386},"labels":[],"label_agreement":null},{"id":"W2903786527","doi":"10.1190/geo2018-0192.1","title":"Projection methods and applications for seismic nonlinear inverse problems with multiple constraints","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Heuristics; Tikhonov regularization; Computer science; Regularization (linguistics); Mathematical optimization; Algorithm; Inverse problem; Maxima and minima; Nonlinear system; Inversion (geology); Mathematics; Artificial intelligence; Geology","score_opus":0.019022256881226555,"score_gpt":0.26991661395296906,"score_spread":0.2508943570717425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903786527","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10246093,0.0000372919,0.8911548,0.00030745854,0.00014428508,0.001487871,0.00016680532,0.0002861975,0.0039543607],"genre_scores_gemma":[0.42799845,0.000022531725,0.5693216,0.0016133747,0.0004372186,0.000050875427,0.00018778941,0.0000086222935,0.00035958563],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948716,0.000025207377,0.00008397173,0.00019619337,0.00006143827,0.00014601032],"domain_scores_gemma":[0.9996199,0.00008112369,0.000053595333,0.00011442004,0.000084522275,0.000046442183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016445799,0.00008167348,0.00008564622,0.00003799359,0.00019830077,0.000030174255,0.00006313994,0.000033688702,0.000028527038],"category_scores_gemma":[0.000012581608,0.00006406278,0.000018613327,0.00013779274,0.00033420505,0.00012941707,0.000005918389,0.00006046486,0.00003153838],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003304357,0.000021302012,0.01101932,0.000051049912,0.000017994456,1.8564843e-7,0.00032950804,0.00005490511,0.00038179086,0.00006998638,0.0018783114,0.9861426],"study_design_scores_gemma":[0.0006036507,0.00055375934,0.0032754298,0.000029317262,0.000036900103,0.000019329103,0.00040677548,0.7283425,0.008502879,0.006988967,0.2509783,0.00026222767],"about_ca_topic_score_codex":0.0009870346,"about_ca_topic_score_gemma":0.000060708408,"teacher_disagreement_score":0.9858804,"about_ca_system_score_codex":0.0000026365317,"about_ca_system_score_gemma":0.000039950668,"threshold_uncertainty_score":0.26124042},"labels":[],"label_agreement":null},{"id":"W2903980309","doi":"10.1016/j.compgeo.2018.11.026","title":"Interaction of pore pressures in double-porosity medium: Fluid injection in borehole","year":2018,"lang":"en","type":"article","venue":"Computers and Geotechnics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China","keywords":"Borehole; Porosity; Fluid pressure; Permeability (electromagnetism); Geology; Pore water pressure; Matrix (chemical analysis); Volume (thermodynamics); Porous medium; Fluid dynamics; Geotechnical engineering; Mineralogy; Materials science; Petroleum engineering; Mechanics; Chemistry; Composite material; Thermodynamics; Membrane","score_opus":0.014385481473004339,"score_gpt":0.2344214957299044,"score_spread":0.22003601425690006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903980309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99469036,0.0002464308,0.0032208834,0.00031034654,0.00039977004,0.0001283593,0.000005857072,0.00006638845,0.0009315799],"genre_scores_gemma":[0.9984585,0.00009523125,0.0010876164,0.00026300765,0.000045578763,5.142595e-7,0.000023232147,0.0000016577002,0.000024628222],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994223,0.00002577496,0.00017652928,0.00016283905,0.000092871975,0.00011967356],"domain_scores_gemma":[0.99974257,0.000030149713,0.000061413295,0.00010853586,0.000028414344,0.000028930493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026096773,0.00007230169,0.000121134915,0.00019446711,0.000038100152,0.00001774438,0.000102783175,0.00007192661,0.00003275426],"category_scores_gemma":[0.000007556465,0.00006577408,0.00001759949,0.00020577035,0.000105428786,0.0001848112,0.000024373368,0.00013124953,0.0000023150908],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005753861,0.00013233839,0.35967925,0.00013703151,0.00001623599,0.000029069482,0.0030511639,0.006437462,0.00079578883,0.00018469855,0.024082152,0.60487944],"study_design_scores_gemma":[0.0011942843,0.0008534737,0.35493872,0.00033621682,0.0000098828605,0.00006629723,0.0003265869,0.57837373,0.022417031,0.0028251363,0.03833309,0.00032553796],"about_ca_topic_score_codex":0.0080605075,"about_ca_topic_score_gemma":0.0005282856,"teacher_disagreement_score":0.6045539,"about_ca_system_score_codex":0.0000071588042,"about_ca_system_score_gemma":0.000021301234,"threshold_uncertainty_score":0.99854493},"labels":[],"label_agreement":null},{"id":"W2904395757","doi":"10.5539/mas.v13n1p45","title":"Theoretical Approach in Vp/Vs Prediction from Rock Conductivity in Gas Saturating Shaly Sand","year":2018,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Porosity; Electrical resistivity and conductivity; Oil shale; Water saturation; Saturation (graph theory); Mineralogy; Turbidite; Conductivity; Geotechnical engineering; Compaction; Amplitude versus offset; Texture (cosmology); Amplitude; Structural basin; Geomorphology; Chemistry; Mathematics","score_opus":0.014763958058075543,"score_gpt":0.21624229869714653,"score_spread":0.201478340639071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904395757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9131914,0.00003394639,0.03252213,0.00015235235,0.00013610127,0.00019883538,0.000020616777,0.00009870603,0.053645954],"genre_scores_gemma":[0.99380374,0.0000043198697,0.00557535,0.0005001411,0.000082112274,0.0000033483086,0.000019232286,0.000002695224,0.00000903773],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984071,0.00004574793,0.00020019611,0.00056362187,0.00040507875,0.0003782101],"domain_scores_gemma":[0.99952877,0.0000770518,0.000050491624,0.00022633543,0.000027245347,0.000090101836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010172201,0.00012086189,0.00015300619,0.00018864119,0.00021596914,0.000109511304,0.0003826169,0.000069307636,0.0003010037],"category_scores_gemma":[0.000055529927,0.00010020163,0.000016884824,0.00058247504,0.0008949281,0.00038398022,0.000039575152,0.0002551887,0.00004891519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005267714,0.00024942472,0.49250323,0.000030711893,0.000008244457,0.000013618825,0.013788457,0.004928658,0.19137955,0.010575232,0.0012274429,0.28476867],"study_design_scores_gemma":[0.00019051271,0.00003781658,0.05064166,0.000014430659,0.000001608891,0.0000029848245,0.00021218177,0.9002997,0.011050715,0.03739897,0.000034377994,0.000115011084],"about_ca_topic_score_codex":0.0020301102,"about_ca_topic_score_gemma":0.00007267926,"teacher_disagreement_score":0.8953711,"about_ca_system_score_codex":0.000023898037,"about_ca_system_score_gemma":0.00008524991,"threshold_uncertainty_score":0.40861037},"labels":[],"label_agreement":null},{"id":"W2904992418","doi":"10.1017/s1431927618015234","title":"Multi-Angle Plasma Focused Ion Beam (FIB) Curtaining Artifact Correction Using a Fourier-Based Linear Optimization Model","year":2018,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"University of Connecticut","keywords":"Artifact (error); Focused ion beam; Computer science; Discretization; Materials science; Segmentation; Sample (material); Image processing; Computer vision; Artificial intelligence; Optics; Algorithm; Image (mathematics); Ion; Mathematics; Physics","score_opus":0.027405937308144217,"score_gpt":0.2647025207131217,"score_spread":0.2372965834049775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904992418","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46735469,0.000113023,0.53194094,0.00007071561,0.00019465579,0.00009667699,0.000029011995,0.00010893167,0.000091359245],"genre_scores_gemma":[0.67360663,0.00002833806,0.3251181,0.00066823093,0.00008910497,0.0000010508461,0.00016194757,0.000010254532,0.00031632674],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987624,0.00006766631,0.0002875387,0.00042360503,0.0001435393,0.00031524964],"domain_scores_gemma":[0.99933237,0.000049101433,0.00016644163,0.00021806163,0.00012481057,0.00010923221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032540524,0.00020803271,0.00025417216,0.0003262615,0.0005833675,0.00012299539,0.00012373009,0.0001240614,0.00032703983],"category_scores_gemma":[0.000047985595,0.00019349261,0.00011114503,0.0004400206,0.00018916266,0.0002816631,0.000012164217,0.00014469842,0.000032077132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001932293,0.000068024834,0.026070073,0.000020716405,0.00009550627,0.0000034361233,0.0006830355,0.8629334,0.08233588,3.4576146e-7,0.0019430872,0.025653267],"study_design_scores_gemma":[0.0003538229,0.0000869075,0.00009782472,0.000037156628,0.00013235264,0.000005772149,0.00011911634,0.81544125,0.18303493,0.000006465533,0.0004886501,0.00019573473],"about_ca_topic_score_codex":0.0033282568,"about_ca_topic_score_gemma":0.00014878485,"teacher_disagreement_score":0.20682284,"about_ca_system_score_codex":0.000020781688,"about_ca_system_score_gemma":0.00007412751,"threshold_uncertainty_score":0.78903997},"labels":[],"label_agreement":null},{"id":"W2905418419","doi":"10.1190/geo2018-0311.1","title":"Extended poroelastic impedance","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Poromechanics; Mathematical analysis; Amplitude; Mathematics; Amplitude versus offset; Function (biology); Electrical impedance; Geometry; Optics; Physics; Geology; Porous medium; Porosity","score_opus":0.008895410001689844,"score_gpt":0.21201407572509579,"score_spread":0.20311866572340595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905418419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8610039,0.00011855377,0.0045199664,0.00046030202,0.0012001665,0.00010797442,0.000031729112,0.00045630985,0.1321011],"genre_scores_gemma":[0.99502003,0.000011723764,0.001725617,0.0018999046,0.000424193,2.887031e-7,0.000017192035,0.0000022527538,0.0008987901],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99945,0.000015372438,0.000075299315,0.00014659943,0.00012159664,0.00019109547],"domain_scores_gemma":[0.99967766,0.000034046014,0.00003269962,0.00016242929,0.00004158223,0.000051609575],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006551154,0.000071408984,0.00007062435,0.000024599614,0.00011884274,0.000024216593,0.00014056789,0.00002321279,0.0009598868],"category_scores_gemma":[0.00001806667,0.00006014989,0.000030178817,0.0001317541,0.0001327561,0.00013313316,0.000007705349,0.00006510983,0.0024229877],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024253304,0.00002204767,0.01920873,0.000011224312,0.000013455708,0.000007189885,0.00031074983,0.000007891026,0.00033668286,0.0010933504,0.07423563,0.9047288],"study_design_scores_gemma":[0.00053030875,0.0009986431,0.4534362,0.00006291329,0.00003911129,0.000042544267,0.00028463698,0.11105287,0.021289362,0.16189364,0.24955022,0.00081955834],"about_ca_topic_score_codex":0.0009425699,"about_ca_topic_score_gemma":0.000009678665,"teacher_disagreement_score":0.9039092,"about_ca_system_score_codex":0.0000019375339,"about_ca_system_score_gemma":0.00002411697,"threshold_uncertainty_score":0.9999534},"labels":[],"label_agreement":null},{"id":"W2906364729","doi":"10.1007/s13202-018-0600-y","title":"Estimating reservoir zone from seismic reflection data using maximum-likelihood sparse spike inversion technique: a case study from the Blackfoot field (Alberta, Canada)","year":2018,"lang":"en","type":"article","venue":"Journal of Petroleum Exploration and Production Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science and Engineering Research Board","keywords":"Seismic inversion; Geology; Seismic to simulation; Inversion (geology); Synthetic seismogram; Seismic trace; Seismology; Reflection (computer programming); Reservoir modeling; Lithology; Acoustic impedance; Electrical impedance; Petrology; Geotechnical engineering; Tectonics; Azimuth; Engineering; Computer science; Artificial intelligence; Geometry","score_opus":0.04998022289888076,"score_gpt":0.2780443423629971,"score_spread":0.2280641194641163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906364729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93047875,0.00018319467,0.05077691,0.017002754,0.0012160066,0.00023403567,0.000018109902,0.000068123736,0.000022122855],"genre_scores_gemma":[0.98494244,0.000039881354,0.013720801,0.0005052759,0.00074460084,0.0000020561397,0.00002432548,0.000006739227,0.000013890024],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983447,0.00023378705,0.0005036234,0.0003937946,0.00032946133,0.00019460548],"domain_scores_gemma":[0.9984041,0.00016242552,0.00054671953,0.00059013476,0.00022732244,0.000069293645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089245057,0.00017106123,0.00024310444,0.00028097816,0.0005706251,0.00008822494,0.00039717325,0.00013617029,0.000100954945],"category_scores_gemma":[0.0006154609,0.00012513786,0.000025661084,0.00041765126,0.00015094243,0.00090319937,0.00010523694,0.00055544404,0.0000037921466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00130106,0.0002634691,0.29443344,0.00003800248,0.00030430438,0.00084377,0.004219651,0.007991827,0.009335923,0.000004494175,0.051312875,0.6299512],"study_design_scores_gemma":[0.0012469945,0.003985968,0.00089961995,0.0003089866,0.00039429482,0.0042308345,0.034849506,0.8455219,0.080772094,0.015048847,0.012144005,0.0005968979],"about_ca_topic_score_codex":0.60384065,"about_ca_topic_score_gemma":0.31414232,"teacher_disagreement_score":0.83753014,"about_ca_system_score_codex":0.000042564505,"about_ca_system_score_gemma":0.00023381026,"threshold_uncertainty_score":0.6983728},"labels":[],"label_agreement":null},{"id":"W2906785942","doi":"10.1190/tle38010035.1","title":"A high-density, high-resolution joint 3D VSP–3D surface seismic case study in the Canadian oil sands","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Virtual Materials Group (Canada); Ambrose University; Canadian Bio-Systems (Canada); D-Wave Systems (Canada)","funders":"Suncor Energy Incorporated","keywords":"Geology; Vertical seismic profile; Seismology; Anisotropy; Inversion (geology); Azimuth; Joint (building); Seismic inversion; Attenuation; Geophysical imaging; Data processing; Seismic survey; Seismic tomography; Mineralogy; Oil sands; Petrology; Geophysics; Geometry; Mantle (geology); Optics","score_opus":0.025453831234433046,"score_gpt":0.22961383769871813,"score_spread":0.2041600064642851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906785942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908198,0.00010894256,0.000022665608,0.0033916768,0.00066295225,0.00024445142,0.000016959135,0.00008469255,0.0046478515],"genre_scores_gemma":[0.99427295,0.000013507038,0.00018548955,0.0035537072,0.0001032845,0.0000013761572,0.000021546102,0.000006160652,0.0018419536],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851125,0.0003528684,0.00019464972,0.00026328504,0.00025808817,0.00041984252],"domain_scores_gemma":[0.99919677,0.00016893781,0.000066101216,0.00045308442,0.000030464475,0.00008465719],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015991671,0.00015680578,0.00019712107,0.0001340823,0.00046537744,0.00014540157,0.0003817776,0.00006997356,0.00026287642],"category_scores_gemma":[0.00003029958,0.00009496593,0.000039178114,0.00032625181,0.00009129942,0.0001509681,0.000023671364,0.00041593003,0.0010672065],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110106324,0.00019869582,0.568302,0.00008663231,0.00010591842,0.0036060433,0.04127896,0.03423336,0.00020882752,0.00023498757,0.20109352,0.15054098],"study_design_scores_gemma":[0.0033073293,0.001497799,0.32595715,0.00031697884,0.000226587,0.004702119,0.026561437,0.55639905,0.0012463275,0.0017882095,0.076140724,0.0018563071],"about_ca_topic_score_codex":0.92459255,"about_ca_topic_score_gemma":0.5000376,"teacher_disagreement_score":0.52216566,"about_ca_system_score_codex":0.00005500071,"about_ca_system_score_gemma":0.000120246674,"threshold_uncertainty_score":0.99971056},"labels":[],"label_agreement":null},{"id":"W2907346126","doi":"10.1190/int-2018-0225.1","title":"Multiresolution neural networks for tracking seismic horizons from few training images","year":2019,"lang":"en","type":"preprint","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; University of British Columbia","funders":"","keywords":"Computer science; Artificial intelligence; Extrapolation; Convolutional neural network; Interpolation (computer graphics); Horizon; Training (meteorology); Artificial neural network; Function (biology); Kernel (algebra); Machine learning; Pattern recognition (psychology); Image (mathematics); Mathematics; Geography","score_opus":0.02947175355961855,"score_gpt":0.2616529513976188,"score_spread":0.23218119783800023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907346126","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12677468,0.0014100277,0.86421597,0.00061955623,0.004092442,0.0007921426,0.00063319353,0.00042166223,0.0010403387],"genre_scores_gemma":[0.98800737,0.000064210326,0.0069714594,0.0011293604,0.00041935887,0.00001477279,0.003273368,0.000015734251,0.000104385625],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99844766,0.00012020593,0.00037390718,0.0005508621,0.0001848796,0.00032247783],"domain_scores_gemma":[0.99881965,0.00043797906,0.0003032931,0.00027665368,0.000097262404,0.00006514727],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030422764,0.00027210245,0.0003232101,0.00015681883,0.00013225534,0.0002456743,0.00033058343,0.00028166815,0.00014465321],"category_scores_gemma":[0.00011619305,0.00026724834,0.00022155004,0.000065381624,0.000063128784,0.00032510323,0.000038432685,0.0005317039,0.00003228827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009287932,0.000005551313,0.0028079771,0.00004002736,0.00003667844,0.0000015798764,0.0013676106,0.34152427,0.00003453344,0.000001831624,0.004498182,0.6495889],"study_design_scores_gemma":[0.00020284537,0.00008949674,0.0059255417,0.00031530403,0.0000634394,0.0000026771647,0.0003455947,0.98964655,0.0003152696,0.0017590094,0.0010360592,0.00029822212],"about_ca_topic_score_codex":0.006566986,"about_ca_topic_score_gemma":0.000071259514,"teacher_disagreement_score":0.8612327,"about_ca_system_score_codex":0.000026226446,"about_ca_system_score_gemma":0.000059237183,"threshold_uncertainty_score":0.99997795},"labels":[],"label_agreement":null},{"id":"W2908655152","doi":"10.4095/313421","title":"Surficial geology and drift isopach mapping","year":2019,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Isopach map; Geology; Cartography; Geomorphology; Geography","score_opus":0.03292324200520629,"score_gpt":0.2419666133331885,"score_spread":0.2090433713279822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908655152","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012647115,0.00259351,0.00040016873,0.0007736262,0.0023702502,0.0002038566,0.000048942016,0.00025925733,0.9807033],"genre_scores_gemma":[0.5933885,0.011292867,0.005712177,0.008418357,0.0018192028,0.0000019314864,0.0016669296,0.000030399087,0.37766966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987323,0.0000491965,0.00023393857,0.00037176016,0.0003338685,0.0002788917],"domain_scores_gemma":[0.9993961,0.00010866999,0.0001223352,0.00021248918,0.000089983405,0.00007045737],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058995077,0.00019197779,0.0003485186,0.00020434526,0.00008741183,0.00004611247,0.00016407967,0.0003066208,0.0057241577],"category_scores_gemma":[0.00006893538,0.00015234268,0.00006283138,0.00008435273,0.00010958444,0.000081168844,0.000025832458,0.0003386388,0.0004462289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003945532,0.0000028797842,0.2941895,0.00007881299,0.000021351234,0.000014804845,0.000038831164,0.0000030034744,0.0000019545835,0.000016505996,0.5555998,0.1500286],"study_design_scores_gemma":[0.000060154638,0.000054896693,0.05184434,0.00003955766,0.000012199098,0.00014152765,0.00008492049,0.002479621,0.000020537573,0.00028631877,0.9447332,0.00024272544],"about_ca_topic_score_codex":0.05600502,"about_ca_topic_score_gemma":0.0002459264,"teacher_disagreement_score":0.6030336,"about_ca_system_score_codex":0.0000062151616,"about_ca_system_score_gemma":0.00033790496,"threshold_uncertainty_score":0.9951847},"labels":[],"label_agreement":null},{"id":"W2908873168","doi":"10.4095/299734","title":"Induced seismicity associated with shale gas development","year":2017,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Shale gas; Induced seismicity; Geology; Oil shale; Petroleum engineering; Unconventional oil; Seismology; Earth science; Mining engineering; Paleontology","score_opus":0.06282237144963129,"score_gpt":0.2618528047181179,"score_spread":0.1990304332684866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908873168","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.093934655,0.00016275358,0.00013136896,0.00035165425,0.000735383,0.000288822,0.00007019051,0.0005203047,0.9038049],"genre_scores_gemma":[0.84767616,0.00029812352,0.002383524,0.002217194,0.00023978767,0.000004441329,0.0021674174,0.000023331631,0.14499006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785507,0.00004871285,0.00029883382,0.00046071937,0.00093428436,0.00040238822],"domain_scores_gemma":[0.9985944,0.00006802703,0.00044949455,0.0004463203,0.0002965813,0.00014517254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009193249,0.00032261416,0.00043771107,0.00015614719,0.00045263156,0.00016764553,0.0005138584,0.00033980087,0.0025258667],"category_scores_gemma":[0.0002441419,0.00022344849,0.00006995803,0.000079593294,0.00009256052,0.00017379347,0.000029310459,0.0004904565,0.0002828836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013156461,0.000026530755,0.10583834,0.000042237043,0.00016500926,0.000087518754,0.00010034375,0.0000032136454,0.0000016856698,6.337671e-7,0.5648287,0.32889262],"study_design_scores_gemma":[0.00019735936,0.000120765166,0.10764508,0.00047157556,0.00004848008,0.000061429164,0.000040501665,0.0009021223,0.0016092415,0.000073839765,0.8881736,0.00065602147],"about_ca_topic_score_codex":0.045202035,"about_ca_topic_score_gemma":0.0009834367,"teacher_disagreement_score":0.7588148,"about_ca_system_score_codex":0.000061188264,"about_ca_system_score_gemma":0.0025278428,"threshold_uncertainty_score":0.99838597},"labels":[],"label_agreement":null},{"id":"W2909691262","doi":"10.4095/220884","title":"Waveform tomography images of velocity and inelastic attenuation from the Mallik 2002 crosshole seismic surveys","year":2005,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismology; Waveform; Geology; Tomography; Attenuation; Seismic velocity; Geodesy; Physics; Optics","score_opus":0.02421853280311835,"score_gpt":0.2404156340173448,"score_spread":0.21619710121422647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909691262","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42048657,0.028052406,0.020234467,0.006531323,0.0038099778,0.0019317352,0.010672248,0.0009620595,0.5073192],"genre_scores_gemma":[0.97942936,0.0054110847,0.0020663629,0.001186245,0.0004818851,0.0000023730306,0.0015257897,0.000013560595,0.009883311],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99821234,0.00016330734,0.00042117364,0.00035735808,0.0006049989,0.0002408071],"domain_scores_gemma":[0.9986587,0.00041801285,0.0003042632,0.00032058722,0.00022779779,0.00007061657],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016631302,0.00024998953,0.0003530125,0.00013442278,0.0001661524,0.00009228692,0.00029127806,0.00020765775,0.0036810257],"category_scores_gemma":[0.00013609247,0.00015516255,0.000120684745,0.00021338875,0.0003463143,0.00020282793,0.000032819164,0.00033524795,0.000059605645],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009676012,0.000015918049,0.22715254,0.000053696298,0.000075564116,0.00000353407,0.0001022589,0.00007795472,0.0000120255445,7.8361865e-7,0.29691756,0.47557852],"study_design_scores_gemma":[0.0001370069,0.000058599966,0.8712883,0.000112344846,0.00007072003,0.000017792308,0.000099545454,0.012664833,0.00055606454,0.00021452922,0.1145086,0.00027163973],"about_ca_topic_score_codex":0.13395375,"about_ca_topic_score_gemma":0.001177357,"teacher_disagreement_score":0.6441358,"about_ca_system_score_codex":0.000011257336,"about_ca_system_score_gemma":0.00021130365,"threshold_uncertainty_score":0.99722975},"labels":[],"label_agreement":null},{"id":"W2909699829","doi":"","title":"The Middle Montney Altares Member: lithology, depositional setting and significance for horizontal drilling and completion in the Altares Field, British Columbia","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy; University of Alberta","funders":"","keywords":"Siltstone; Geology; Grainstone; Lithology; Sedimentary depositional environment; Calcarenite; Bedding; Geochemistry; Sedimentary rock; Geomorphology; Wackestone; Petrology; Paleontology; Facies; Structural basin","score_opus":0.019541809293955572,"score_gpt":0.2246806668495821,"score_spread":0.20513885755562652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909699829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99197584,0.00088585855,0.0013496245,0.0032746757,0.00012196963,0.0003087438,0.00005179055,0.00004299726,0.0019885215],"genre_scores_gemma":[0.992417,0.00014722049,0.0042486703,0.002900426,0.00011511105,0.0000072925327,0.000037215326,0.0000018395425,0.00012523001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935025,0.00007324682,0.00013040857,0.0001739747,0.000096761934,0.00017533555],"domain_scores_gemma":[0.99913615,0.0006922288,0.00003755698,0.00006811683,0.000037976348,0.000027964585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050923915,0.000052946285,0.00007439619,0.000013944334,0.00071913423,0.00034742954,0.000108935936,0.000039110244,0.000082579005],"category_scores_gemma":[0.00007504556,0.00004407795,0.000017414566,0.000050324816,0.0003196848,0.00011540618,0.000011109546,0.00008190768,0.0000013729515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006977241,0.000015554178,0.65346116,0.00003322746,0.000014845509,0.0000092479295,0.0010015088,0.000007025439,0.00010798569,0.00022898693,0.12530045,0.21975026],"study_design_scores_gemma":[0.0009873579,0.0015221044,0.72050434,0.00021441934,0.00003192631,0.00054690544,0.010646778,0.16205116,0.0014240469,0.019927332,0.08162752,0.0005161385],"about_ca_topic_score_codex":0.16503079,"about_ca_topic_score_gemma":0.20980373,"teacher_disagreement_score":0.21923411,"about_ca_system_score_codex":0.0000021949681,"about_ca_system_score_gemma":0.000012425775,"threshold_uncertainty_score":0.8405293},"labels":[],"label_agreement":null},{"id":"W2910350654","doi":"10.4095/216192","title":"Figure 41. Seismic time-thickness map of the DL Assemblage","year":2004,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Assemblage (archaeology); Geology; Seismology; Paleontology","score_opus":0.01798844657154524,"score_gpt":0.23485622584398083,"score_spread":0.21686777927243558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910350654","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038640776,0.001965214,0.0005187365,0.0045415177,0.0031913777,0.00056269555,0.00031553538,0.00041930468,0.9846215],"genre_scores_gemma":[0.34459907,0.0008780789,0.0015219217,0.0063421647,0.0006714208,0.0000032911544,0.0008768189,0.000035888344,0.6450713],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977561,0.00009658826,0.0004290973,0.00037784124,0.0010275567,0.00031281568],"domain_scores_gemma":[0.9985778,0.00010096514,0.0003704095,0.00065237173,0.00021921493,0.00007925237],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007918591,0.00029677027,0.0004467312,0.00013453363,0.00014709392,0.000047183923,0.0007807971,0.00041614086,0.013962961],"category_scores_gemma":[0.00008825458,0.00017717092,0.00029129544,0.00019574918,0.00019723261,0.00011258804,0.000045921148,0.00059165555,0.0013072948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054031034,0.000014650409,0.0052589932,0.00025507013,0.000039704857,0.000012731675,0.000047776226,0.00021823976,0.000027317667,0.000008006901,0.97240317,0.021708958],"study_design_scores_gemma":[0.000107934706,0.000053309435,0.0034361873,0.00046850275,0.00006986902,0.00008535913,0.000045897163,0.0035556252,0.0026871176,0.0011321974,0.9880129,0.00034507006],"about_ca_topic_score_codex":0.0315621,"about_ca_topic_score_gemma":0.00008998505,"teacher_disagreement_score":0.340735,"about_ca_system_score_codex":0.000031179425,"about_ca_system_score_gemma":0.001299357,"threshold_uncertainty_score":0.9994703},"labels":[],"label_agreement":null},{"id":"W2911503742","doi":"","title":"Streamwise velocity spectra and other statistics from Dugway 2005","year":2008,"lang":"en","type":"article","venue":"18th Conference on Atmospheric BioGeosciences/28th Conference on Agricultural and Forest Meteorology/28th Conference on Hurricanes and Tropical Meteorology<br> (28 April–2 May 2008)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Statistics; Mathematics; Physics","score_opus":0.026242328843374237,"score_gpt":0.22734459158486003,"score_spread":0.2011022627414858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911503742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97902673,0.0006770481,0.0010811981,0.007727551,0.00080574775,0.00086638366,0.0011271109,0.0003457301,0.008342509],"genre_scores_gemma":[0.9790858,0.004994106,0.009527036,0.0050583687,0.00024152598,0.000043532986,0.0001718413,0.000025276378,0.0008525351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927729,0.00067735516,0.0010531687,0.0024739578,0.001184248,0.0018383982],"domain_scores_gemma":[0.99616855,0.0007746183,0.0006560113,0.00070607604,0.0004592436,0.0012354731],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0005255793,0.0013442822,0.0016049786,0.00014381977,0.0013255693,0.00044766764,0.001044695,0.00076934235,0.0037691721],"category_scores_gemma":[0.00034850964,0.00088670745,0.00017989347,0.0006749901,0.00482088,0.00047339985,0.00018259567,0.0013543827,0.0002388128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002018044,0.0007903914,0.625779,0.00009025039,0.00033318577,0.00034963965,0.0016053725,0.000073661584,0.0011389193,0.21203016,0.010090292,0.1457011],"study_design_scores_gemma":[0.0020033687,0.005359322,0.9283479,0.00015473935,0.00016991206,0.00030090334,0.0012973781,0.030301053,0.00022786352,0.021684462,0.008461635,0.0016914746],"about_ca_topic_score_codex":0.012427611,"about_ca_topic_score_gemma":0.0028504052,"teacher_disagreement_score":0.30256888,"about_ca_system_score_codex":0.000056345358,"about_ca_system_score_gemma":0.00040828888,"threshold_uncertainty_score":0.99997455},"labels":[],"label_agreement":null},{"id":"W2911891530","doi":"10.11575/prism/36133","title":"Moment-Tensor Analysis of Seismicity Related to Hydraulic Fracturing in North America","year":2019,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Induced seismicity; Moment tensor; Seismology; Geology; Moment (physics); Geotechnical engineering; Physics; Classical mechanics","score_opus":0.005991818516218839,"score_gpt":0.19201704245808318,"score_spread":0.18602522394186435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911891530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847998,0.0001307883,0.0027570417,0.00016856575,0.000098518445,0.00022152039,0.000012637919,0.000041962383,0.011769186],"genre_scores_gemma":[0.98597723,0.00025604985,0.004613872,0.0003925844,0.0000022077775,8.895606e-8,0.0021588954,0.000006280762,0.0065927682],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998839,0.00006586868,0.00024036808,0.0003403261,0.00031034424,0.0002040689],"domain_scores_gemma":[0.9991596,0.00006340354,0.0003518176,0.00027162064,0.00006420115,0.00008938562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115166215,0.0001678646,0.0005960141,0.0010697099,0.00005827482,0.000006344237,0.000391627,0.00017263704,0.000912806],"category_scores_gemma":[0.000015903852,0.00019658063,0.00022412272,0.0012315458,0.000051922936,0.00014971526,0.000019731558,0.00029082096,0.000075283104],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033946286,0.00007515945,0.4251094,0.0001831477,0.0007726079,0.000043771895,0.010589807,0.0022251424,0.00005419568,0.0000044707745,0.003066481,0.55753636],"study_design_scores_gemma":[0.00019629435,0.00009060799,0.7801137,0.00006436459,0.0004031128,2.4816066e-7,0.00083057984,0.20432733,0.00020234787,0.000024351662,0.013514225,0.0002328241],"about_ca_topic_score_codex":0.09078075,"about_ca_topic_score_gemma":0.0006562397,"teacher_disagreement_score":0.55730355,"about_ca_system_score_codex":0.000020830803,"about_ca_system_score_gemma":0.00006438788,"threshold_uncertainty_score":0.99945855},"labels":[],"label_agreement":null},{"id":"W2911938145","doi":"10.30765/er.39.1.5","title":"Correlation between seismic wave velocity, rock porosity and maximum principal stress based on the laboratory test data","year":2019,"lang":"en","type":"article","venue":"Engineering review","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"China Academy of Railway Sciences; University of Toronto","keywords":"Porosity; Borehole; Geology; Geotechnical engineering; Cylinder stress; Overburden pressure; Compression (physics); Mineralogy; Ultimate tensile strength; Materials science; Composite material","score_opus":0.020550699318036807,"score_gpt":0.21389963970159243,"score_spread":0.19334894038355563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911938145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76362437,0.12921761,0.058522277,0.023974873,0.0027050734,0.0060728216,0.006272872,0.0023329924,0.007277097],"genre_scores_gemma":[0.9947304,0.0019353087,0.0005379012,0.0022776374,0.000055732828,0.0000011350394,0.0003940338,0.0000057978464,0.00006201717],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930924,0.000036926995,0.0001407033,0.00021187586,0.0001649093,0.00013633499],"domain_scores_gemma":[0.99906665,0.0003567176,0.000053597083,0.00045121153,0.000019885283,0.000051924402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054247194,0.00011326688,0.00016225645,0.000031649037,0.000057917372,0.000030846753,0.00020245032,0.00003671898,0.0002876014],"category_scores_gemma":[0.00018500141,0.000078737736,0.000018818717,0.00014427658,0.000011447559,0.0001354455,0.000034150355,0.00020219856,0.00014260162],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055314094,0.000027874512,0.8373193,0.0032137935,0.00003123478,0.000012638088,0.00005624672,0.024656065,0.000014971451,0.000027058353,0.03494353,0.09969173],"study_design_scores_gemma":[0.000058637892,0.000037091904,0.08677586,0.0012733819,0.000021832087,0.0000019083354,0.0000029998496,0.8336664,0.000063310035,0.000008294065,0.07796459,0.00012573144],"about_ca_topic_score_codex":0.00010578798,"about_ca_topic_score_gemma":9.0765667e-7,"teacher_disagreement_score":0.8090103,"about_ca_system_score_codex":0.000005859934,"about_ca_system_score_gemma":0.00002684918,"threshold_uncertainty_score":0.32108316},"labels":[],"label_agreement":null},{"id":"W2912173455","doi":"10.1190/geo2017-0376.1","title":"Matrix-fluid decoupling-based joint PP-PS-wave seismic inversion for fluid identification","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Amplitude versus offset; Decoupling (probability); Poromechanics; Geology; Inversion (geology); Fluid dynamics; Seismic inversion; Bulk modulus; Matrix (chemical analysis); Mechanics; Amplitude; Porosity; Porous medium; Seismology; Geotechnical engineering; Mathematics; Physics; Materials science; Optics; Geometry; Engineering","score_opus":0.01812003434619434,"score_gpt":0.22096213751684293,"score_spread":0.2028421031706486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912173455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711125,0.00020080518,0.025046589,0.00079262716,0.0010669151,0.00063870655,0.00012799008,0.00028932406,0.0007245472],"genre_scores_gemma":[0.99362034,0.000034178756,0.0024250099,0.0022437659,0.00014561418,0.0000047548383,0.000644578,0.000010527171,0.0008712455],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987769,0.00002767069,0.0002636891,0.0003650855,0.00025575148,0.00031086997],"domain_scores_gemma":[0.99918723,0.00009824715,0.00014111742,0.0003807222,0.00010861466,0.00008408934],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031031715,0.00016792625,0.00019344906,0.00009186179,0.00017631774,0.000082891354,0.00018578727,0.00008768237,0.0003426374],"category_scores_gemma":[0.00002640067,0.00015842423,0.00014500567,0.0002025999,0.000050756513,0.00028275937,0.000014226481,0.00011226068,0.001631193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065146905,0.0002929295,0.047862105,0.0010737334,0.00014094984,0.000015548767,0.00081867067,0.060209025,0.07684993,0.0012014759,0.4715414,0.33934274],"study_design_scores_gemma":[0.0004223368,0.00014646951,0.0042766575,0.000038437785,0.000024141618,0.0000017507483,0.00007967396,0.91032815,0.04867052,0.0038724702,0.031889983,0.00024942632],"about_ca_topic_score_codex":0.0013073207,"about_ca_topic_score_gemma":0.0000041769604,"teacher_disagreement_score":0.8501191,"about_ca_system_score_codex":0.000016991207,"about_ca_system_score_gemma":0.00008296242,"threshold_uncertainty_score":0.99914616},"labels":[],"label_agreement":null},{"id":"W2912471211","doi":"10.1190/tle38020144.1","title":"Can fracture orientation and intensity be detected from seismic data? Woodford Formation, Anadarko Basin, Oklahoma investigation","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Transverse isotropy; Azimuth; Anisotropy; Seismic anisotropy; Seismology; Orientation (vector space); Oil shale; Borehole; Fracture (geology); Isotropy; Geophysics; Geometry; Mineralogy; Geotechnical engineering; Optics","score_opus":0.022891947793573748,"score_gpt":0.2195404686401673,"score_spread":0.19664852084659354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912471211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868586,0.00007814292,0.0011639883,0.010737376,0.0003257366,0.0001770129,0.00012952532,0.00012635527,0.00040324382],"genre_scores_gemma":[0.98562026,0.000022292335,0.0007039942,0.01189904,0.00007707289,4.4115743e-7,0.0014174875,0.0000037628624,0.00025566865],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925655,0.00007110459,0.0001400999,0.00022340243,0.00015960672,0.00014921564],"domain_scores_gemma":[0.99929416,0.00013284395,0.00009823011,0.00036602002,0.000051134248,0.00005758597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030238336,0.00010116305,0.00011470412,0.000060465514,0.00020379754,0.00008980698,0.0002502568,0.00005598022,0.00013863824],"category_scores_gemma":[0.000072794726,0.00007232641,0.0000137336,0.00015461622,0.000083704435,0.0005622179,0.000028715824,0.0001833037,0.00007170921],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008517495,0.000006201428,0.4790122,0.000040268664,0.000036013003,0.0000033365875,0.0072580795,0.00024831112,0.0011492579,0.00001825213,0.39844456,0.11369834],"study_design_scores_gemma":[0.00046326988,0.00009700984,0.40698716,0.00009738308,0.000058849182,0.00003159516,0.0020219549,0.43043962,0.020502502,0.006091935,0.13284853,0.00036020417],"about_ca_topic_score_codex":0.019544955,"about_ca_topic_score_gemma":0.001056167,"teacher_disagreement_score":0.4301913,"about_ca_system_score_codex":0.000011551615,"about_ca_system_score_gemma":0.000036435533,"threshold_uncertainty_score":0.98698395},"labels":[],"label_agreement":null},{"id":"W2912539855","doi":"","title":"Velocity, attenuation, and microseismic uncertainty analysis of the Niobrara and Montney reservoirs","year":2018,"lang":"en","type":"dissertation","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Attenuation; Hydraulic fracturing; Microseism; Reservoir modeling; Seismology; Well logging; Petrology; Petroleum engineering","score_opus":0.008185135312321224,"score_gpt":0.1929758874629305,"score_spread":0.18479075215060928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912539855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97844994,0.00014748618,0.000057407196,0.00017087141,0.0002001109,0.0003839633,0.001695497,0.00004969977,0.018845052],"genre_scores_gemma":[0.9710606,0.00041899155,0.00018297526,0.000059632523,0.000010552965,5.814568e-7,0.0008240569,0.000008409488,0.027434213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869734,0.00009072693,0.00033097598,0.00038885514,0.0002808204,0.00021129935],"domain_scores_gemma":[0.9985114,0.00018005553,0.00048652748,0.000286602,0.00043980006,0.00009564732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015204867,0.00023503568,0.00048585288,0.0015020693,0.00059066113,0.00013310513,0.00037667007,0.00017495925,0.00009993361],"category_scores_gemma":[0.00007515976,0.00021317665,0.00018661232,0.004134809,0.0005853345,0.00044928008,0.00005691406,0.00020856927,0.0000021330163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008140322,0.0008548308,0.6673285,0.0016111182,0.014619811,0.00006431538,0.021556765,0.015504768,0.00044473534,0.0009985379,0.19021206,0.07866428],"study_design_scores_gemma":[0.002800298,0.0023103883,0.5883885,0.0006517548,0.0065876977,0.000020654552,0.030099113,0.10833373,0.0043053622,0.006407297,0.24798933,0.0021059017],"about_ca_topic_score_codex":0.0063486197,"about_ca_topic_score_gemma":0.0074976585,"teacher_disagreement_score":0.09282896,"about_ca_system_score_codex":0.00004033665,"about_ca_system_score_gemma":0.00027436245,"threshold_uncertainty_score":0.9597256},"labels":[],"label_agreement":null},{"id":"W2912919848","doi":"10.1190/geo2018-0309.1","title":"Empirical modeling of the saturated shear modulus in oil sands","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Union of Biochemistry and Molecular Biology; International Development Research Centre; University of Calgary","funders":"China National Offshore Oil Corporation","keywords":"Shear modulus; Bulk modulus; Geology; Saturation (graph theory); Shear (geology); Oil sands; Geotechnical engineering; Modulus; Mineralogy; Materials science; Petrology; Asphalt; Composite material; Mathematics","score_opus":0.015384800788273194,"score_gpt":0.21909221523020433,"score_spread":0.20370741444193113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912919848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99093896,0.00005740019,0.00004974365,0.0003717409,0.00027150326,0.000033152686,0.000007930662,0.000026688283,0.008242891],"genre_scores_gemma":[0.998469,0.0000175268,0.00021903505,0.00076787436,0.000023759381,1.7594436e-7,0.000009708799,0.0000017950075,0.0004911221],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945974,0.000034374014,0.000113389164,0.00011434804,0.00014461293,0.00013351333],"domain_scores_gemma":[0.99972665,0.000019449595,0.000031371754,0.00018049002,0.000022308217,0.000019701498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009849156,0.00005985084,0.00010121361,0.000027757114,0.000028357928,0.000009538879,0.00016254462,0.000036429024,0.0001190743],"category_scores_gemma":[0.000008888753,0.000039174585,0.000043216878,0.00024369934,0.00003011375,0.00008660085,0.00001390585,0.00013436838,0.000084490675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007315191,0.00005557848,0.7072166,0.00007174269,0.000015321933,0.0000026667265,0.0012648975,0.10183869,0.0007713149,0.00009432279,0.005846383,0.18274929],"study_design_scores_gemma":[0.0001269388,0.00002328499,0.03753359,0.000029752184,0.0000024972449,8.8588e-7,0.000083916275,0.95842075,0.0006480939,0.0022317765,0.0008299519,0.000068585556],"about_ca_topic_score_codex":0.003341848,"about_ca_topic_score_gemma":0.000012767065,"teacher_disagreement_score":0.85658205,"about_ca_system_score_codex":0.0000030934414,"about_ca_system_score_gemma":0.000034165725,"threshold_uncertainty_score":0.50518966},"labels":[],"label_agreement":null},{"id":"W2913656727","doi":"10.1016/j.dsp.2019.02.001","title":"Quaternionic rank-reduction methods for vector-field seismic data processing","year":2019,"lang":"en","type":"article","venue":"Digital Signal Processing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Quaternion; Lanczos resampling; Rank (graph theory); Algorithm; Scalar (mathematics); Signal processing; Reduction (mathematics); Mathematics; Quaternion algebra; Computer science; Algebra over a field; Applied mathematics; Pure mathematics; Eigenvalues and eigenvectors; Geometry; Digital signal processing; Physics","score_opus":0.035932212902843666,"score_gpt":0.30848380115103796,"score_spread":0.2725515882481943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913656727","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04195245,0.0024717706,0.9434932,0.0012158082,0.00044169117,0.0005845018,0.00009255304,0.0005210357,0.009226975],"genre_scores_gemma":[0.987902,0.000007915264,0.010206133,0.00068203616,0.00017813094,0.0000024936762,0.00049423304,0.000012240831,0.00051485666],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862415,0.00003726139,0.00026862038,0.000518878,0.00019836212,0.00035272638],"domain_scores_gemma":[0.9992814,0.00014143897,0.0001536154,0.00025355202,0.00008507359,0.0000849055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005328437,0.00018195702,0.00020686164,0.000104526625,0.0002273274,0.00064620614,0.00049113145,0.00008586817,0.00023483648],"category_scores_gemma":[0.000062425424,0.00015477392,0.00005622355,0.00022651094,0.000053815475,0.0026120984,0.0000411504,0.00016782328,0.00010395626],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000616142,0.000011801417,0.0017137091,0.00014117335,0.0000064832807,5.148748e-7,0.00009984409,0.00022020041,0.00030075118,0.0000029464481,0.0011275777,0.9963134],"study_design_scores_gemma":[0.0002668965,0.00015313954,0.00020690661,0.00017316068,0.000017139813,0.000035495672,0.00029884157,0.9558171,0.003833768,0.0019676315,0.036952253,0.000277636],"about_ca_topic_score_codex":0.0002276784,"about_ca_topic_score_gemma":9.2329964e-7,"teacher_disagreement_score":0.99603575,"about_ca_system_score_codex":0.000010332932,"about_ca_system_score_gemma":0.00014556308,"threshold_uncertainty_score":0.6311497},"labels":[],"label_agreement":null},{"id":"W2914018996","doi":"10.1190/geo2018-0116.1","title":"Applications of low-rank compressed seismic data to full-waveform inversion and extended image volumes","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Durham University; SENAI CIMATEC","keywords":"Computer science; Algorithm; Inversion (geology); Compressed sensing; Offset (computer science); Data processing; Seismic inversion; Data mining; Geology; Mathematics; Seismology","score_opus":0.012088086997326225,"score_gpt":0.22227406092592006,"score_spread":0.21018597392859384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914018996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98692936,0.00009182944,0.0078041456,0.0004923665,0.00012311152,0.00047862364,0.0003294973,0.000104388106,0.0036466666],"genre_scores_gemma":[0.9937173,0.00004616513,0.004299744,0.0010480178,0.000042298674,0.0000014713614,0.00047582248,0.000003962723,0.00036517638],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992292,0.000018521852,0.00014040337,0.00027997882,0.00016864929,0.00016325207],"domain_scores_gemma":[0.9991572,0.000050761144,0.00006875354,0.00059383834,0.000050074967,0.00007939415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113080205,0.00009878979,0.00015459419,0.00006506521,0.00007124181,0.000028963364,0.00038792708,0.00003498234,0.00022280894],"category_scores_gemma":[0.0000071205363,0.00008846866,0.0000236155,0.00019703005,0.00007698295,0.00033103276,0.00009665687,0.00008540282,0.0005977832],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109834495,0.00010006306,0.018202137,0.00034198543,0.000039934577,0.0000022500215,0.00056612573,0.0002248514,0.014757952,0.00012423967,0.044480618,0.92105],"study_design_scores_gemma":[0.0006129712,0.0003020727,0.039766464,0.00010248869,0.000038475475,0.000006582989,0.00062322576,0.85508215,0.011510499,0.004534737,0.08697555,0.00044474984],"about_ca_topic_score_codex":0.002036228,"about_ca_topic_score_gemma":0.000008870804,"teacher_disagreement_score":0.92060524,"about_ca_system_score_codex":0.00000272285,"about_ca_system_score_gemma":0.000027636665,"threshold_uncertainty_score":0.7683493},"labels":[],"label_agreement":null},{"id":"W2914135526","doi":"10.1190/tle38020151.1","title":"Application of structural interpretation and simultaneous inversion to reservoir characterization of the Duvernay Formation, Fox Creek, Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Prestack; Seismology; Classification of discontinuities; Inversion (geology); Seismogram; Seismic inversion; Reservoir modeling; Petrophysics; Workflow; Graben; Petrology; Tectonics; Geotechnical engineering; Geometry; Porosity","score_opus":0.004685052966717608,"score_gpt":0.19012647820157266,"score_spread":0.18544142523485505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914135526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972992,0.000011735272,0.00065062346,0.0009683836,0.00015196741,0.00022822975,0.000017262884,0.0000082403885,0.0006643605],"genre_scores_gemma":[0.9986081,0.0000031386764,0.000041121537,0.00067302375,0.0000108622535,5.42611e-7,0.000037664013,0.0000017494963,0.0006237621],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954385,0.000036029498,0.00013552872,0.00007815627,0.0001358986,0.000070552334],"domain_scores_gemma":[0.9994932,0.00015131003,0.00013087195,0.00015642015,0.00005134776,0.000016870334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011300242,0.000047753358,0.00007453191,0.000025184536,0.000075077056,0.000012885646,0.00017690234,0.00002089782,0.00003226381],"category_scores_gemma":[0.00006386171,0.000030560896,0.000014301748,0.00012549489,0.000032028292,0.00014022406,0.00001803907,0.000052767427,0.000009064715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020003514,0.0000064725523,0.5844618,0.00025541152,0.000025577607,2.8487614e-7,0.010081027,0.0075237527,0.050956298,0.0001239471,0.0069138417,0.33945152],"study_design_scores_gemma":[0.00011408061,0.000056469606,0.14594914,0.000079784426,0.000010431363,0.000004660597,0.0002973267,0.8054012,0.03787897,0.00020562217,0.009910007,0.00009230129],"about_ca_topic_score_codex":0.40941057,"about_ca_topic_score_gemma":0.09406685,"teacher_disagreement_score":0.79787743,"about_ca_system_score_codex":0.000012543388,"about_ca_system_score_gemma":0.00002966865,"threshold_uncertainty_score":0.9224641},"labels":[],"label_agreement":null},{"id":"W2914597760","doi":"10.1190/geo2018-0624.1","title":"A subsampled truncated-Newton method for multiparameter full-waveform inversion","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hessian matrix; Algorithm; Computer science; Newton's method; Computation; Inversion (geology); Mathematical optimization; Convergence (economics); Applied mathematics; Mathematics; Nonlinear system; Geology","score_opus":0.01554739311038205,"score_gpt":0.23842930563792705,"score_spread":0.222881912527545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914597760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649195,0.000039569746,0.028700653,0.0006538142,0.0008148301,0.0006901773,0.00008701032,0.00029303698,0.0038013968],"genre_scores_gemma":[0.88622004,0.000021687818,0.10513129,0.004602673,0.0001944882,0.000007050275,0.00061729364,0.000014745011,0.0031907607],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898636,0.000039607206,0.00016321205,0.00030154843,0.000183328,0.0003259299],"domain_scores_gemma":[0.99926263,0.00023493679,0.000085592656,0.00027116973,0.000064284664,0.00008139306],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025909903,0.00015267084,0.00020400967,0.00007499256,0.00010523574,0.000043875305,0.00020512988,0.00008034816,0.00063573127],"category_scores_gemma":[0.000027971751,0.0001244814,0.0001345103,0.00017471613,0.000031554886,0.00025280935,0.00001536337,0.00012224486,0.0012152261],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058131997,0.00007751411,0.029851384,0.00018566783,0.000089227746,0.0000036598417,0.0009615928,0.0008689179,0.00806879,0.00056798116,0.056891866,0.9018521],"study_design_scores_gemma":[0.001022181,0.00052046875,0.0062023886,0.000031333282,0.000036897716,0.0000060246193,0.00023931834,0.8149734,0.016194137,0.012375961,0.14797834,0.00041953643],"about_ca_topic_score_codex":0.004106448,"about_ca_topic_score_gemma":0.000024734107,"teacher_disagreement_score":0.9014325,"about_ca_system_score_codex":0.0000087679755,"about_ca_system_score_gemma":0.000034395995,"threshold_uncertainty_score":0.99956244},"labels":[],"label_agreement":null},{"id":"W2915064909","doi":"10.1016/j.tecto.2019.04.023","title":"Quantitative constraints to the complete state of stress from the combined borehole and focal mechanism inversions: Fox Creek, Alberta","year":2019,"lang":"en","type":"article","venue":"Tectonophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Helmholtz-Alberta Initiative","keywords":"Borehole; Geology; Focal mechanism; Inversion (geology); Compression (physics); Seismology; Stress (linguistics); Kriging; Geotechnical engineering; Induced seismicity; Tectonics","score_opus":0.017513341900867025,"score_gpt":0.21556321108481266,"score_spread":0.19804986918394563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915064909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944936,0.0000719917,0.0012466188,0.0017406191,0.0001583254,0.00038237768,0.0006890825,0.000033260898,0.0011841198],"genre_scores_gemma":[0.99606615,0.00001962181,0.0010890955,0.002628016,0.000013075903,0.0000014903865,0.00007642616,0.000004012976,0.00010209015],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920326,0.0000953202,0.00014889022,0.00019799123,0.0001874157,0.00016712924],"domain_scores_gemma":[0.99871707,0.00081369135,0.00008881878,0.0002861232,0.000046907146,0.000047381025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015498826,0.00011101762,0.00017052876,0.00002071778,0.00014620168,0.00004774308,0.00031829506,0.000023674222,0.00022598942],"category_scores_gemma":[0.000039537546,0.00006848295,0.000042133306,0.00014536377,0.00025559112,0.00009822601,0.000049995328,0.00014565191,0.00016269073],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013332677,0.0002996389,0.16129555,0.0001570748,0.00088719686,0.000021213778,0.033409394,0.0029528947,0.017722763,0.060211126,0.06330712,0.65840274],"study_design_scores_gemma":[0.0031192699,0.0039071213,0.1749245,0.00058036804,0.00018224897,0.000008780695,0.014801347,0.508242,0.044425845,0.22084121,0.027639335,0.0013279679],"about_ca_topic_score_codex":0.054500517,"about_ca_topic_score_gemma":0.0011445214,"teacher_disagreement_score":0.6570748,"about_ca_system_score_codex":0.0000031341494,"about_ca_system_score_gemma":0.000031945143,"threshold_uncertainty_score":0.95179564},"labels":[],"label_agreement":null},{"id":"W2915945253","doi":"10.1111/1365-2478.12775","title":"Topographic elastic least‐squares reverse time migration based on vector P‐ and S‐wave equations in the curvilinear coordinates","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Seismic migration; Curvilinear coordinates; Geology; Spurious relationship; Least-squares function approximation; Geometry; Mathematical analysis; Algorithm; Geodesy; Mathematics; Geophysics","score_opus":0.009096928586710018,"score_gpt":0.19866540026940044,"score_spread":0.18956847168269042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915945253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952513,0.000028997143,0.00020771266,0.0019589083,0.00009363749,0.00029546284,0.000009425895,0.00007755165,0.0020769993],"genre_scores_gemma":[0.99866265,0.0000020323037,0.00025867924,0.0008294816,0.00007165849,0.0000026478433,0.000032155942,0.0000029363096,0.00013778676],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921954,0.00008480387,0.00012107213,0.00021898244,0.0001837423,0.00017188587],"domain_scores_gemma":[0.9992421,0.0005157275,0.000050523282,0.00013881242,0.000024058623,0.000028758754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027782703,0.00009747511,0.0001095662,0.000085969354,0.00014025008,0.000069622656,0.00008400388,0.000032670974,0.00018788126],"category_scores_gemma":[0.00015031762,0.00006777371,0.00003941328,0.00030531143,0.00005615319,0.00014017794,0.000006089291,0.00020762441,0.00024695302],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024004959,0.00034496145,0.9192827,0.00016522473,0.000026419379,0.000026669119,0.0031081426,0.0069076885,0.0024144836,0.0035117436,0.003977217,0.05999471],"study_design_scores_gemma":[0.00019957164,0.00027769554,0.12587965,0.000059207392,0.00000714447,0.000001545414,0.00027392962,0.87056285,0.0002665351,0.0019253385,0.0004295758,0.00011696595],"about_ca_topic_score_codex":0.0022173682,"about_ca_topic_score_gemma":0.000062818544,"teacher_disagreement_score":0.86365515,"about_ca_system_score_codex":0.0000047209787,"about_ca_system_score_gemma":0.000014271592,"threshold_uncertainty_score":0.33520123},"labels":[],"label_agreement":null},{"id":"W2916217489","doi":"10.1190/geo2017-0636.1","title":"Experimental testing of semirigid corrugated baffles for the suppression of tube waves in vertical seismic profile data","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Baffle; Geophone; Borehole; Attenuation; Vertical seismic profile; Hydrophone; Geology; Acoustics; Tube (container); Amplitude; Noise (video); Geotechnical engineering; Engineering; Seismology; Optics; Physics; Mechanical engineering; Computer science","score_opus":0.03494871445050533,"score_gpt":0.25964120140297325,"score_spread":0.2246924869524679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916217489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829435,0.00019197357,0.00017192955,0.00007888703,0.0001533369,0.00028166946,0.00019253779,0.000022991884,0.0006123353],"genre_scores_gemma":[0.99785,0.0000050188437,0.0016876883,0.00012596001,0.00002366872,0.0000013411923,0.0002461171,0.0000029911514,0.000057194888],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993573,0.000027203872,0.00018041223,0.0001607585,0.00013404746,0.00014027802],"domain_scores_gemma":[0.99915475,0.00042267924,0.000051886513,0.00032066167,0.000031090865,0.000018949175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017454533,0.00007092962,0.00013876092,0.000024994737,0.000035201996,0.000008578759,0.0003277558,0.000030221234,0.00013052858],"category_scores_gemma":[0.000059177004,0.000047037036,0.000024266561,0.00012705442,0.00008448046,0.00016421861,0.000049702616,0.00006995161,0.000016129809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064684806,0.00042256,0.41989982,0.0005342804,0.00007089424,0.0000037035923,0.0023892254,0.0039430577,0.33101228,0.00022337477,0.052883018,0.18797095],"study_design_scores_gemma":[0.00022381313,0.00013729905,0.012095791,0.00008021479,0.000007121906,0.0000011475428,0.00051065563,0.67703,0.3086486,0.0002521426,0.0009448434,0.00006833979],"about_ca_topic_score_codex":0.002465734,"about_ca_topic_score_gemma":0.0000030997253,"teacher_disagreement_score":0.673087,"about_ca_system_score_codex":0.000002142385,"about_ca_system_score_gemma":0.000041596886,"threshold_uncertainty_score":0.37274686},"labels":[],"label_agreement":null},{"id":"W2917881360","doi":"10.5194/se-10-637-2019","title":"Migration of reflector orientation attributes in deep seismic profiles: evidence for decoupling of the Yilgarn Craton lower crust","year":2019,"lang":"en","type":"article","venue":"Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Terrane; Crust; Yilgarn Craton; Seismology; Tectonics; Craton; Archean; Geophysics; Paleontology","score_opus":0.030581145790179873,"score_gpt":0.2832518795710481,"score_spread":0.2526707337808682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917881360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99664235,0.00024427028,0.0019307325,0.00027327295,0.0002910858,0.0004404269,0.000023724035,0.000019008296,0.00013512309],"genre_scores_gemma":[0.99809074,0.000051333634,0.0013806699,0.00026522338,0.00002490439,0.0000029526973,0.000028410159,0.0000028503357,0.00015289255],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923533,0.000039763177,0.00024995414,0.00016065803,0.00016765388,0.00014663937],"domain_scores_gemma":[0.99934196,0.00019656986,0.00016847056,0.0001753581,0.00009730896,0.00002035005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003387626,0.000075097334,0.00014358835,0.00007559528,0.000042713138,0.000013266488,0.00014764068,0.0000488789,0.00018460052],"category_scores_gemma":[0.00012204864,0.000054175023,0.00006064573,0.00024241753,0.000051236337,0.00024597844,0.000008074992,0.000074141084,0.000017360982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012830451,0.000019686317,0.9752553,0.00014078064,0.000008128042,2.10323e-7,0.0007036746,0.009195326,0.0051808013,0.000019436757,0.0005890192,0.008759341],"study_design_scores_gemma":[0.00032609966,0.00031136267,0.22746764,0.00041258,0.000015147039,0.0000014791524,0.00042188124,0.5026662,0.26673707,0.00048581074,0.0010250988,0.00012964808],"about_ca_topic_score_codex":0.0021288341,"about_ca_topic_score_gemma":0.00049100624,"teacher_disagreement_score":0.74778765,"about_ca_system_score_codex":0.000004952873,"about_ca_system_score_gemma":0.0000673114,"threshold_uncertainty_score":0.32181746},"labels":[],"label_agreement":null},{"id":"W2918088814","doi":"10.3390/min9030145","title":"Acquisition and Processing of Wider Bandwidth Seismic Data in Crystalline Crust: Progress with the Metal Earth Project","year":2019,"lang":"en","type":"article","venue":"Minerals","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"Canada First Research Excellence Fund","keywords":"Geology; Crust; Seismic vibrator; Seismology; Archean; Mineral exploration; Geophysics; Geochemistry","score_opus":0.019677697247091216,"score_gpt":0.24631317257419133,"score_spread":0.2266354753271001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918088814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959947,0.0010947991,0.00013003168,0.001249298,0.000015648895,0.00032892099,0.0000485728,0.000029956385,0.0011080989],"genre_scores_gemma":[0.99647033,0.000025399708,0.0019677833,0.00065233896,0.000023007371,0.0000015600456,0.00014233837,0.0000033102401,0.0007139123],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992643,0.00005746996,0.00013574178,0.0002214603,0.00017265706,0.00014838192],"domain_scores_gemma":[0.99958694,0.000038027465,0.00008321999,0.0002426665,0.000029819923,0.00001935229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039152245,0.00009158846,0.00014866084,0.00007777345,0.00004044994,0.000045872202,0.00019936619,0.00002841174,0.00014031005],"category_scores_gemma":[0.0000071716745,0.000050011397,0.000010656396,0.00019513688,0.0001238011,0.00040013736,0.00002598762,0.000084555395,0.0000045033507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042332217,0.00010539005,0.76571095,0.00052320387,0.000058677946,0.000028560378,0.0020036364,0.0013816402,0.0039131427,0.000022969838,0.016734295,0.20909421],"study_design_scores_gemma":[0.0014467646,0.0006465366,0.07388408,0.00047463257,0.000060201448,0.0001019847,0.0011168849,0.8587219,0.0054755756,0.00018293959,0.057442326,0.00044614557],"about_ca_topic_score_codex":0.0018945673,"about_ca_topic_score_gemma":0.00014550303,"teacher_disagreement_score":0.8573403,"about_ca_system_score_codex":0.0000011483824,"about_ca_system_score_gemma":0.00004748614,"threshold_uncertainty_score":0.28640318},"labels":[],"label_agreement":null},{"id":"W2918372629","doi":"","title":"Pushing the envelope of seismic stratigraphic interpretation: a case-study from the Mannville Group using small 3-D surveys","year":2018,"lang":"en","type":"article","venue":"Bulletin of Canadian Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Shell (Canada); McGill University","funders":"","keywords":"Geology; Lithology; Unconformity; Inversion (geology); Wireline; Group (periodic table); Sedimentary depositional environment; Seismic inversion; Cretaceous; Seismic to simulation; Hydrocarbon exploration; Petrology; Devonian; Paleontology; Sedimentary rock; Tectonics; Structural basin","score_opus":0.02179320720291831,"score_gpt":0.20726504077482982,"score_spread":0.18547183357191152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918372629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98934406,0.00035776504,0.0007075594,0.0046869596,0.00029573473,0.00016932182,0.00007846257,0.000018718954,0.004341446],"genre_scores_gemma":[0.9963103,0.000019428255,0.00074501574,0.0027258673,0.00009284062,0.0000016496159,0.000024769697,0.000004812283,0.000075316464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817044,0.0008244947,0.00033416302,0.00023620359,0.00013415184,0.00030052415],"domain_scores_gemma":[0.9987574,0.0005081879,0.0001897262,0.00035314044,0.00009234845,0.00009917549],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013539337,0.00013685053,0.00021767664,0.00026118546,0.00032398076,0.000027855514,0.0004797409,0.000065551496,0.0023323027],"category_scores_gemma":[0.00009797031,0.00009076058,0.00006565271,0.00026439768,0.0006187295,0.00002641892,0.000021870426,0.00019969215,0.00003037242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004583487,0.000027083957,0.94775,0.000010338766,0.00014704313,0.00027903152,0.0043914756,0.00080411584,0.000020876814,0.00005947879,0.017827574,0.0286372],"study_design_scores_gemma":[0.000784735,0.0011867407,0.6064959,0.00008241495,0.00014284902,0.0011317481,0.023010412,0.08696977,0.0001913462,0.0007016104,0.27883062,0.00047185575],"about_ca_topic_score_codex":0.98369294,"about_ca_topic_score_gemma":0.90634805,"teacher_disagreement_score":0.34125403,"about_ca_system_score_codex":0.000007918763,"about_ca_system_score_gemma":0.0001575732,"threshold_uncertainty_score":0.9985797},"labels":[],"label_agreement":null},{"id":"W2919016321","doi":"10.1016/j.marpetgeo.2019.02.022","title":"Microstructures and physical properties in carbonate rocks: A comprehensive review","year":2019,"lang":"en","type":"review","venue":"Marine and Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":116,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Centre National de la Recherche Scientifique","keywords":"Carbonate; Geology; Carbonate rock; Permeability (electromagnetism); Porosity; Mineralogy; Sedimentary rock; Geochemistry; Geotechnical engineering; Materials science","score_opus":0.02822252713959268,"score_gpt":0.25746578015154553,"score_spread":0.22924325301195286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919016321","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014702464,0.99589026,2.620666e-7,0.00019549226,0.00011695369,0.00028004762,0.00002096817,0.000031736876,0.0019940252],"genre_scores_gemma":[0.00051890116,0.9968733,0.000032837324,0.0016226241,0.000064509404,0.0000061548035,0.00017089189,0.0000067499923,0.0007040058],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987669,0.0001913031,0.00027936825,0.00040992856,0.000080758065,0.00027175064],"domain_scores_gemma":[0.9994904,0.00011625318,0.0001300811,0.00018591083,0.000020183472,0.000057184632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094144234,0.00030814338,0.001394269,0.00016201819,0.0000446626,0.000021893482,0.00015275323,0.00014157892,0.0001653003],"category_scores_gemma":[0.000019099805,0.00020386586,0.0000989399,0.00009414068,0.0001912935,0.000051822535,0.000115056675,0.00040860134,0.000034848348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006147449,0.0000045381566,0.0053843465,0.020121168,0.000024317449,0.000016695592,0.000023909477,0.0000013233973,1.05705354e-7,0.00000273182,0.0010514392,0.9733633],"study_design_scores_gemma":[0.00011679759,0.000107399195,0.00080614106,0.003991232,0.00013716839,0.00027152975,0.000009726627,0.0007194108,3.4001937e-7,0.00014585687,0.9934524,0.00024197418],"about_ca_topic_score_codex":0.008404378,"about_ca_topic_score_gemma":0.00015483903,"teacher_disagreement_score":0.992401,"about_ca_system_score_codex":0.0000040854056,"about_ca_system_score_gemma":0.00005698767,"threshold_uncertainty_score":0.99819875},"labels":[],"label_agreement":null},{"id":"W2920063286","doi":"10.22215/etd/2018-12677","title":"The Use of Distributed Acoustic Sensing for 4D Monitoring Using Vertical Seismic Profiles: Results from the Aquistore CO2 Storage Project","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Resources Canada; SaskPower","keywords":"Plume; Repeatability; Geology; Petroleum engineering; Distributed acoustic sensing; Environmental science; Remote sensing; Engineering; Meteorology","score_opus":0.0660275786305813,"score_gpt":0.2850115439742925,"score_spread":0.21898396534371123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920063286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97664857,0.00031465312,0.01569751,0.00015018218,0.0024916253,0.0011157321,0.0032772457,0.00016915842,0.00013531651],"genre_scores_gemma":[0.97790366,0.000084068015,0.012685253,0.00017198468,0.0006146748,0.0000035027892,0.007599951,0.00002381844,0.000913064],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99829346,0.00013280375,0.00048410395,0.00038079548,0.0003657838,0.0003430423],"domain_scores_gemma":[0.99720466,0.0017910282,0.00025298801,0.00042505542,0.00027753733,0.000048749353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036466302,0.00025550183,0.00027173667,0.00005601958,0.00082980614,0.0002561722,0.00032647108,0.00020604349,0.000016792515],"category_scores_gemma":[0.0010476048,0.00014214865,0.00013027882,0.00018616806,0.00023223842,0.00016158221,0.000013159507,0.00028203308,0.0000046113514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011746358,0.00012814936,0.009989716,0.00078766025,0.0010127281,0.000048180005,0.01455066,0.017940823,0.0069012293,0.000027532473,0.73720104,0.19966593],"study_design_scores_gemma":[0.0003170958,0.0001261219,0.0022051071,0.00057035964,0.00020324264,0.000003803859,0.0044548507,0.94538814,0.016937273,0.0001286731,0.029362475,0.00030286072],"about_ca_topic_score_codex":0.02662043,"about_ca_topic_score_gemma":0.0004546214,"teacher_disagreement_score":0.9274473,"about_ca_system_score_codex":0.00003169221,"about_ca_system_score_gemma":0.00032165405,"threshold_uncertainty_score":0.9798614},"labels":[],"label_agreement":null},{"id":"W2920815884","doi":"10.2118/194722-ms","title":"Application of High Performance Asynchronous Acoustic Wave Equation Stencil Solver into a Land Survey","year":2019,"lang":"en","type":"article","venue":"SPE Middle East Oil and Gas Show and Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Stencil; Computer science; Asynchronous communication; Solver; Parallel computing; Kernel (algebra); Finite-difference time-domain method; Computational science; Algorithm; Mathematics; Optics; Physics; Telecommunications","score_opus":0.030998067666354014,"score_gpt":0.19202779288464356,"score_spread":0.16102972521828954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920815884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929648,0.00028956324,0.0040286663,0.00014775121,0.00009633058,0.000052932344,0.000030994423,0.000026918799,0.0023620173],"genre_scores_gemma":[0.99814016,0.0005992997,0.00045455905,0.00013747353,0.000026371972,0.0000014758006,0.00009645196,0.0000023617472,0.00054183777],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99931765,0.00003734105,0.00013783827,0.00022009983,0.00014605575,0.00014102235],"domain_scores_gemma":[0.9995956,0.000049545302,0.00007725097,0.00012669,0.00009145542,0.00005949535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024462352,0.00010428157,0.00015631456,0.000047034555,0.00007304417,0.000037242327,0.00007217289,0.000052825642,0.00019673869],"category_scores_gemma":[0.000013952655,0.000084561994,0.000012882261,0.000078158,0.00010346148,0.00017135256,0.00001547916,0.00007975056,0.000043427914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004128037,0.000008232399,0.37630144,0.000098353354,0.0000057064053,3.2594943e-7,0.0003033205,0.00007264726,0.00019880146,0.000040892985,0.000021051925,0.62290794],"study_design_scores_gemma":[0.00041238964,0.00030391684,0.5072237,0.000097698496,0.000018073886,0.000013257643,0.00032314504,0.48874632,0.00088797224,0.001321844,0.00042665776,0.00022497778],"about_ca_topic_score_codex":0.009978726,"about_ca_topic_score_gemma":0.00055807317,"teacher_disagreement_score":0.622683,"about_ca_system_score_codex":0.0000034011414,"about_ca_system_score_gemma":0.00004803454,"threshold_uncertainty_score":0.9966139},"labels":[],"label_agreement":null},{"id":"W2920926257","doi":"10.1190/geo2018-0475.1","title":"Shot-record extended model domain preconditioners for least-squares migration","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Preconditioner; Hessian matrix; Conjugate gradient method; Mathematics; Rate of convergence; Algorithm; Least-squares function approximation; Operator (biology); Applied mathematics; Mathematical optimization; Computer science; Iterative method; Statistics","score_opus":0.014387838979384634,"score_gpt":0.2219583535717085,"score_spread":0.20757051459232387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920926257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535685,0.00004451498,0.03434539,0.001085083,0.0004648625,0.00050691783,0.0002571407,0.0002074405,0.009520136],"genre_scores_gemma":[0.9804415,0.000015357087,0.013997683,0.0017431111,0.00011688132,0.000007841141,0.0005625739,0.000005912462,0.0031091569],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933016,0.000017568118,0.000119905824,0.00020918665,0.00012650546,0.0001966753],"domain_scores_gemma":[0.9996447,0.00004771457,0.00005979184,0.00016306595,0.00003696834,0.000047789068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096189266,0.000100779034,0.00011144375,0.00004736917,0.00009459792,0.000037115526,0.00012294337,0.000044852757,0.00034075652],"category_scores_gemma":[0.000004270621,0.00009148867,0.00007557299,0.00007759409,0.00003109644,0.00030695484,0.0000047222447,0.00006676493,0.00032266165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036607744,0.00013813913,0.03681711,0.00027711838,0.00009273045,0.0000023704126,0.0024271486,0.032922436,0.004078947,0.0066710743,0.22608206,0.6901248],"study_design_scores_gemma":[0.00034855545,0.00019798747,0.004580584,0.000019943363,0.000012918536,0.0000015634539,0.00032955295,0.8188225,0.0018174835,0.14676696,0.026844794,0.00025716165],"about_ca_topic_score_codex":0.0018238667,"about_ca_topic_score_gemma":0.000101520345,"teacher_disagreement_score":0.78590006,"about_ca_system_score_codex":0.0000052623004,"about_ca_system_score_gemma":0.000038872047,"threshold_uncertainty_score":0.41472703},"labels":[],"label_agreement":null},{"id":"W2921020781","doi":"10.2118/194753-ms","title":"Acoustic Properties of Carbonate: An Experimental and Modelling Study","year":2019,"lang":"en","type":"article","venue":"SPE Middle East Oil and Gas Show and Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Petrophysics; Porosity; Geology; Outcrop; Carbonate; Permeability (electromagnetism); Mineralogy; Permeameter; Porosimetry; Compaction; Carbonate rock; Geotechnical engineering; Porous medium; Materials science; Sedimentary rock; Geomorphology; Geochemistry; Soil science","score_opus":0.04774794054803085,"score_gpt":0.20922607167351573,"score_spread":0.16147813112548487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921020781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99487644,0.0022114718,0.000044173325,0.0000790865,0.00006810767,0.00005825574,0.0000074627956,0.00002506014,0.0026299388],"genre_scores_gemma":[0.9989148,0.00022732983,0.00012676218,0.00007374948,0.000018293125,0.0000010631358,0.000003726437,0.0000023778314,0.00063190295],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993973,0.000031162115,0.00010550048,0.00022583507,0.0001112268,0.00012901226],"domain_scores_gemma":[0.9997538,0.000007890085,0.000033099954,0.0000924888,0.00003583526,0.00007692545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009432054,0.0001058977,0.00015269796,0.000040938135,0.00006872759,0.000059038925,0.000064095344,0.000029180046,0.00007597876],"category_scores_gemma":[0.0000024885405,0.00007873963,0.000009824573,0.000032905213,0.00012849098,0.00018124966,0.000019112525,0.000068507354,0.0000026673215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003874724,0.0002858829,0.4861174,0.0004069245,0.000053721313,0.00001439504,0.024961866,0.0013571162,0.015280854,0.00021864501,0.000027271199,0.47088844],"study_design_scores_gemma":[0.0008623815,0.0013774403,0.004578791,0.00022000675,0.00003582284,0.0000402389,0.043784816,0.94101334,0.006688004,0.00076390064,0.00023204625,0.00040321864],"about_ca_topic_score_codex":0.0025087998,"about_ca_topic_score_gemma":0.000054691987,"teacher_disagreement_score":0.9396562,"about_ca_system_score_codex":0.0000011399752,"about_ca_system_score_gemma":0.000023796822,"threshold_uncertainty_score":0.37925714},"labels":[],"label_agreement":null},{"id":"W2921304388","doi":"10.2118/195020-ms","title":"Validation of High Pressure Resin Impregnation Technique for High Resolution Confocal Imaging of Geological Samples","year":2019,"lang":"en","type":"article","venue":"SPE Middle East Oil and Gas Show and Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Microporous material; Materials science; Shrinkage; Confocal; Epoxy; Confocal laser scanning microscopy; High resolution; Composite material; Biomedical engineering; Geology; Optics; Remote sensing","score_opus":0.0268831729878388,"score_gpt":0.2107311821157338,"score_spread":0.183848009127895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921304388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771243,0.0010048724,0.017869575,0.0012175088,0.00014892266,0.00022399853,0.0002310386,0.000050352046,0.0021294414],"genre_scores_gemma":[0.9950397,0.00025652684,0.0040627024,0.000064026724,0.000026498172,0.000003952636,0.00012591746,0.0000021457256,0.00041851206],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992835,0.00005020754,0.00019100115,0.00021694145,0.00012362974,0.00013470302],"domain_scores_gemma":[0.9995199,0.000077776545,0.00012666822,0.00010398001,0.00013224005,0.0000394512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002536131,0.00009752008,0.00018848537,0.000070803624,0.000057052283,0.00002423405,0.00008279929,0.00007001719,0.00016899554],"category_scores_gemma":[0.000037617534,0.00007908705,0.000023826771,0.000056673576,0.0001762025,0.00016207044,0.00001676787,0.00006975668,0.0000014017511],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061077985,0.000062517924,0.29627523,0.0009240401,0.00004414652,0.0000013931219,0.00061569706,0.00022713683,0.028021682,0.02498197,0.0005245276,0.64771086],"study_design_scores_gemma":[0.0030123906,0.0019450192,0.22633368,0.0015725642,0.00022257482,0.000081613915,0.0020830825,0.107351966,0.4803623,0.16872564,0.0072640814,0.001045091],"about_ca_topic_score_codex":0.0027162016,"about_ca_topic_score_gemma":0.000019436333,"teacher_disagreement_score":0.6466658,"about_ca_system_score_codex":0.0000015158976,"about_ca_system_score_gemma":0.000030435938,"threshold_uncertainty_score":0.41061026},"labels":[],"label_agreement":null},{"id":"W2921493105","doi":"10.1111/1365-2478.12779","title":"Target‐oriented imaging using extended image volumes: a low‐rank factorization approach","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Geophysical imaging; Singular value decomposition; Geodetic datum; Matrix decomposition; Computer science; Algorithm; Reflection (computer programming); Rank (graph theory); Geology; Memory footprint; Wave equation; Geophysics; Mathematics; Geodesy","score_opus":0.007126156492750888,"score_gpt":0.21110449707659334,"score_spread":0.20397834058384245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921493105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90321195,0.00007937253,0.08269083,0.00007623386,0.00051424815,0.0004751308,0.000018595068,0.00055679295,0.0123768635],"genre_scores_gemma":[0.96820897,0.0000018742808,0.030833093,0.00026867277,0.000267735,0.000001414955,0.00009760774,0.000013150058,0.00030745444],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99832106,0.00006037705,0.00025930078,0.0005253027,0.00035508932,0.00047884588],"domain_scores_gemma":[0.9993409,0.000056270695,0.00014890886,0.00025453072,0.00009686537,0.000102550635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022756461,0.00021440892,0.00025420374,0.00010155036,0.00028675603,0.0001411329,0.0001944924,0.000050374325,0.0004980535],"category_scores_gemma":[0.000056205463,0.00019296307,0.00010729989,0.0004333104,0.0000811244,0.0007267316,0.000033046537,0.00030989712,0.00032343811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009381873,0.00024688977,0.9064667,0.00026642912,0.00005386043,0.000021313386,0.0019760986,0.0016675247,0.03007213,0.00058712036,0.0009220654,0.057626043],"study_design_scores_gemma":[0.00033217733,0.000049604296,0.038488243,0.000053299926,0.000013486071,0.0000139428985,0.0007319353,0.9513027,0.0060505024,0.00209262,0.00053077436,0.00034072183],"about_ca_topic_score_codex":0.0022738928,"about_ca_topic_score_gemma":7.019755e-7,"teacher_disagreement_score":0.94963515,"about_ca_system_score_codex":0.000027276503,"about_ca_system_score_gemma":0.000042161933,"threshold_uncertainty_score":0.78688055},"labels":[],"label_agreement":null},{"id":"W2921771552","doi":"10.1016/j.cam.2019.04.013","title":"A compact high order Alternating Direction Implicit method for three-dimensional acoustic wave equation with variable coefficient","year":2019,"lang":"en","type":"article","venue":"Journal of Computational and Applied Mathematics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Acoustic wave equation; Mathematics; Wave equation; Inversion (geology); Numerical analysis; Alternating direction implicit method; Finite difference method; Finite difference; Courant–Friedrichs–Lewy condition; Stability (learning theory); Applied mathematics; Mathematical analysis; Algorithm; Acoustic wave; Computer science; Acoustics","score_opus":0.017458490403269612,"score_gpt":0.2428805530365631,"score_spread":0.2254220626332935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921771552","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18408401,0.000017909426,0.81495357,0.00014838706,0.0000826579,0.00018687267,0.000012683727,0.000014992569,0.0004989033],"genre_scores_gemma":[0.4981364,7.589458e-7,0.5015535,0.00021855254,0.000042279244,4.6775224e-7,0.000019280298,0.0000033184265,0.000025473433],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991798,0.000010888295,0.0002880786,0.00009842115,0.00031374808,0.00010906925],"domain_scores_gemma":[0.99861777,0.00070955954,0.0003548627,0.00004170211,0.0002263908,0.000049687726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005067911,0.00009492927,0.000203426,0.00009023282,0.000098672,0.00004993087,0.00005310066,0.000028823095,0.00010575638],"category_scores_gemma":[0.0000214662,0.000064341104,0.000026548345,0.000113887756,0.000020279162,0.0000888918,0.000005026524,0.00009355453,0.000005130417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006573055,0.00004203783,0.00020439309,0.00007331705,0.000042470398,6.222219e-7,0.00009925235,0.98360705,0.0004740015,0.0042774267,0.00040948414,0.010704196],"study_design_scores_gemma":[0.0005612069,0.00021370784,0.0012761372,0.000070690956,0.00003873291,0.00012035892,0.00007224099,0.9376514,0.0003245189,0.05941825,0.0001656828,0.000087082866],"about_ca_topic_score_codex":0.000061590785,"about_ca_topic_score_gemma":0.0000018590492,"teacher_disagreement_score":0.31405237,"about_ca_system_score_codex":0.000009133292,"about_ca_system_score_gemma":0.000063494444,"threshold_uncertainty_score":0.2623754},"labels":[],"label_agreement":null},{"id":"W2921927751","doi":"10.2118/195046-ms","title":"Enhancing the Near-Surface Image Using Duplex-Wave Reverse Time Migration","year":2019,"lang":"en","type":"article","venue":"SPE Middle East Oil and Gas Show and Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Wavelet; Seismic migration; Multiple; Cross-correlation; SIGNAL (programming language); Duplex (building); Surface (topology); Geology; Surface wave; Computation; Optics; Computer science; Algorithm; Acoustics; Physics; Geometry; Mathematics; Computer vision; Seismology; Mathematical analysis","score_opus":0.026944062282852083,"score_gpt":0.19728876457110595,"score_spread":0.17034470228825385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921927751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894666,0.00049683935,0.00020513164,0.002159287,0.00016035893,0.000049130198,0.00001907902,0.000044610744,0.0073989327],"genre_scores_gemma":[0.98624045,0.00041218702,0.0030278377,0.00093363127,0.000058255882,2.9844722e-7,0.000022553322,0.000003921731,0.009300858],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999246,0.00005425111,0.00011671347,0.00024309107,0.00013476265,0.0002052017],"domain_scores_gemma":[0.9996152,0.000039475166,0.00007617979,0.00014656283,0.000049202834,0.000073413794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022495184,0.0001291474,0.00013825903,0.000015252317,0.00023910875,0.00022079799,0.00008269706,0.00004753263,0.00114403],"category_scores_gemma":[0.000017390488,0.000089097106,0.000027242253,0.00007897567,0.00017147955,0.00026968523,0.000021771653,0.00013025034,0.00017351139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002158177,0.000041579075,0.118796475,0.00031980505,0.00006983806,0.000038678456,0.008646704,0.00029957437,0.07605172,0.0003330008,0.005933181,0.78925365],"study_design_scores_gemma":[0.0005292523,0.00021406269,0.008239077,0.00037677085,0.000055020006,0.00017511845,0.003961382,0.93825257,0.009667393,0.0013892894,0.03654829,0.00059174636],"about_ca_topic_score_codex":0.0025716943,"about_ca_topic_score_gemma":0.00016397859,"teacher_disagreement_score":0.937953,"about_ca_system_score_codex":0.0000027327512,"about_ca_system_score_gemma":0.00004972341,"threshold_uncertainty_score":0.99976903},"labels":[],"label_agreement":null},{"id":"W2923125279","doi":"10.48550/arxiv.1903.12060","title":"Penobscot Dataset: Fostering Machine Learning Development for Seismic Interpretation","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Computer science; Machine learning; Interpretation (philosophy); Submarine pipeline; Nova scotia; Geology","score_opus":0.0749835839013377,"score_gpt":0.1969431180788851,"score_spread":0.12195953417754739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923125279","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38079748,0.00032547838,0.6112586,0.00013703489,0.0012299976,0.0009630684,0.0012277948,0.00043097243,0.0036295424],"genre_scores_gemma":[0.9884827,0.000100084064,0.0020478384,0.00046269718,0.000038346796,4.7442975e-7,0.0072874767,0.0000107121705,0.0015696704],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869347,0.00008096233,0.0001951596,0.00067029515,0.00007220145,0.0002878941],"domain_scores_gemma":[0.99917626,0.00012793101,0.00021427037,0.00033912415,0.00005421595,0.000088195906],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031559018,0.0002512012,0.00025620114,0.000223534,0.00020224694,0.00008309347,0.0005294867,0.00015743385,0.0003208597],"category_scores_gemma":[0.000034845438,0.00027252708,0.00009527101,0.0001118629,0.000050347506,0.00024325085,0.0002908296,0.0004434736,0.00026461825],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026599196,0.00002208071,0.03517429,0.00039060248,0.000114187904,0.000033445638,0.00053878606,0.8952452,0.000014731618,0.00006746985,0.005091397,0.06304179],"study_design_scores_gemma":[0.00026582723,0.00006452222,0.00086006994,0.00014225539,0.00004430694,0.0000031444022,0.00013150433,0.9462376,0.00029771004,0.0011182568,0.05049339,0.0003413758],"about_ca_topic_score_codex":0.0018672203,"about_ca_topic_score_gemma":0.00008610076,"teacher_disagreement_score":0.6092108,"about_ca_system_score_codex":0.000044380078,"about_ca_system_score_gemma":0.00013158862,"threshold_uncertainty_score":0.9999727},"labels":[],"label_agreement":null},{"id":"W2923217486","doi":"10.1190/int-2018-0137.1","title":"Seismic amplitude variation with offset inversion in a vertical transverse isotropy medium","year":2019,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Anisotropy; Isotropy; Amplitude; Amplitude versus offset; Inversion (geology); Offset (computer science); Transverse isotropy; Seismic inversion; Geology; Physics; Optics; Azimuth; Seismology; Computer science","score_opus":0.005967868260021407,"score_gpt":0.20491724364822161,"score_spread":0.1989493753882002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923217486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663556,0.000018798688,0.029686129,0.00094272534,0.00023697605,0.00020431596,0.00000806085,0.000088469074,0.002458905],"genre_scores_gemma":[0.9973491,0.000010017236,0.0010759832,0.0013662622,0.000016205011,0.0000015352848,0.00010695185,0.0000035512153,0.0000704342],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915844,0.00007293604,0.0001674196,0.00021872847,0.00021967897,0.00016281208],"domain_scores_gemma":[0.9996831,0.00007759396,0.000034018267,0.00012365676,0.00003299234,0.00004867087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017201406,0.00009717168,0.00011596244,0.00016386391,0.000028496639,0.000033788237,0.00011069068,0.00006255024,0.0009095886],"category_scores_gemma":[0.000019727442,0.00007864308,0.00002972371,0.00018443128,0.000036315276,0.00042536473,0.0000040832642,0.00014107446,0.0005074867],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022752585,0.0001084543,0.8747192,0.00011685172,0.000049332284,0.000024882624,0.011546848,0.025875757,0.0039753024,0.00020805985,0.0045651533,0.07653493],"study_design_scores_gemma":[0.00054420385,0.00025787248,0.13747764,0.000090752634,0.000010377779,0.0000067165447,0.00029493056,0.8577429,0.0015969336,0.00048971456,0.0013603346,0.00012762798],"about_ca_topic_score_codex":0.003175455,"about_ca_topic_score_gemma":0.00015210298,"teacher_disagreement_score":0.83186716,"about_ca_system_score_codex":0.000022148515,"about_ca_system_score_gemma":0.000042973887,"threshold_uncertainty_score":0.99593574},"labels":[],"label_agreement":null},{"id":"W2923330892","doi":"10.1190/tle38070534.1","title":"Neural networks for geophysicists and their application to seismic data interpretation","year":2019,"lang":"en","type":"preprint","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Inversion (geology); Artificial neural network; Interpretation (philosophy); Interpolation (computer graphics); Computer science; Geology; Field (mathematics); Segmentation; Deep neural networks; Artificial intelligence; Seismology; Image (mathematics); Tectonics","score_opus":0.028217572042560323,"score_gpt":0.2646455698626251,"score_spread":0.2364279978200648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923330892","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.071128435,0.00078400865,0.92025435,0.003606885,0.0013464394,0.0014017015,0.00034452797,0.00021167225,0.0009219784],"genre_scores_gemma":[0.99303377,0.000039317867,0.0006064925,0.004292091,0.00033450086,0.000011750771,0.0013777625,0.0000081631015,0.00029618377],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991299,0.00005311442,0.00014430624,0.00042134695,0.000066406334,0.00018492552],"domain_scores_gemma":[0.9987869,0.00026973127,0.00010832549,0.00076419517,0.000029842935,0.000040989267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000436249,0.00015973744,0.00018561016,0.000054816945,0.00011737384,0.00012413348,0.0007702115,0.00008666372,0.000005643165],"category_scores_gemma":[0.00003013958,0.000106212436,0.000037635094,0.00006378172,0.000050187748,0.000112631926,0.0002142509,0.00027693016,0.00006344419],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004696912,0.0000034278921,0.00092595094,0.00006746533,0.000018721043,9.079506e-8,0.0007915678,0.08167799,0.000018771805,0.000014368199,0.04739607,0.8690386],"study_design_scores_gemma":[0.00004538973,0.000030526466,0.00096389366,0.000057245245,0.00001742524,0.0000022941713,0.00005402631,0.97903466,0.00006554817,0.0019019633,0.017690558,0.0001364537],"about_ca_topic_score_codex":0.00086062757,"about_ca_topic_score_gemma":0.000021834481,"teacher_disagreement_score":0.9219053,"about_ca_system_score_codex":0.000006656018,"about_ca_system_score_gemma":0.000017229442,"threshold_uncertainty_score":0.43312174},"labels":[],"label_agreement":null},{"id":"W2923782101","doi":"10.1190/geo2018-0541.1","title":"A grid-search approach for 4D pressure-saturation discrimination","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Saturation (graph theory); Grid; Workflow; Attenuation; Geology; Well control; Computer science; Algorithm; Seismology; Geodesy; Materials science; Optics; Mathematics; Tectonics; Physics","score_opus":0.016616322888274533,"score_gpt":0.22333121039896833,"score_spread":0.2067148875106938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923782101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7389952,0.0004341546,0.20357093,0.0011232613,0.0017200594,0.0023168083,0.00038017944,0.00052584993,0.05093358],"genre_scores_gemma":[0.98639256,0.000007907263,0.010483593,0.00041222604,0.00019710347,0.000003848277,0.00080857496,0.000003275423,0.0016909144],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939716,0.00002351359,0.000079375226,0.00017774997,0.00016380787,0.0001583884],"domain_scores_gemma":[0.99969876,0.000045231343,0.000032274518,0.00014116192,0.00005267959,0.000029886694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014575552,0.00006952487,0.000080127014,0.000036344867,0.000103256345,0.00006870494,0.000117284195,0.000037249258,0.00010499876],"category_scores_gemma":[0.000009572111,0.00005753285,0.00004401318,0.00009203891,0.000030237692,0.00027303607,0.0000064173123,0.00007379351,0.00008843254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028522997,0.00017750458,0.052748207,0.0007808008,0.00008960727,8.865521e-7,0.0029239533,0.018484479,0.0022412587,0.011720489,0.06470444,0.84584314],"study_design_scores_gemma":[0.0002738462,0.00016812563,0.02321728,0.000011806823,0.000022578597,0.0000013929508,0.0002963021,0.9399557,0.0041409694,0.0039076856,0.02781808,0.00018624146],"about_ca_topic_score_codex":0.000988997,"about_ca_topic_score_gemma":0.0000020828425,"teacher_disagreement_score":0.92147124,"about_ca_system_score_codex":0.000002289904,"about_ca_system_score_gemma":0.00002578499,"threshold_uncertainty_score":0.23461214},"labels":[],"label_agreement":null},{"id":"W2926798025","doi":"10.1190/tle38040254.1","title":"Integrated study of a fractured granitic basement reservoir with connectivity analysis and identification of sweet spots: Cauvery Basin, India","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"AGE-WELL","keywords":"Geology; Petrology; Fracture (geology); Basement; Stress field; Reservoir modeling; Structural basin; Drilling; Overburden; Mining engineering; Seismology; Geomorphology; Geotechnical engineering; Finite element method","score_opus":0.012565402925021372,"score_gpt":0.22661762976625882,"score_spread":0.21405222684123745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2926798025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99881804,0.000052396575,0.00036114902,0.00010943365,0.000048159265,0.0002521983,0.000027300466,0.000023675888,0.000307667],"genre_scores_gemma":[0.99960655,0.000005982099,0.00005236902,0.00010754519,0.000006451517,0.0000010857127,0.000030630756,0.0000021840392,0.00018723164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992161,0.00017032129,0.00018217179,0.00015749621,0.00017899723,0.0000949315],"domain_scores_gemma":[0.99928284,0.00022424065,0.00016976953,0.00023161616,0.00006894193,0.00002257247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007104927,0.00007780165,0.00021588606,0.00020297506,0.000062256644,0.000022451388,0.00013422192,0.00002485791,0.00012516901],"category_scores_gemma":[0.00004689483,0.000046495676,0.000028955785,0.0005600594,0.00008146796,0.00011882494,0.000009240805,0.00010392815,0.000010597315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008624784,0.000051258172,0.99215716,0.000024687492,0.00016462345,0.0000011519726,0.0026515713,0.00020063059,0.00054729806,0.0000034795232,0.0005457761,0.0035661273],"study_design_scores_gemma":[0.00028900398,0.0002799182,0.9733147,0.000033961856,0.00025050723,0.0000013519002,0.0033053276,0.01154044,0.010591572,0.000087019565,0.00022687379,0.00007930668],"about_ca_topic_score_codex":0.011998666,"about_ca_topic_score_gemma":0.0005386363,"teacher_disagreement_score":0.01884243,"about_ca_system_score_codex":0.0000056356985,"about_ca_system_score_gemma":0.00002020662,"threshold_uncertainty_score":0.9945805},"labels":[],"label_agreement":null},{"id":"W2929642963","doi":"10.1190/aiml2018-14.1","title":"Unsupervised learning technique reveals hydrocarbon potential zone on the Penobscot","year":2018,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beijing; Artificial intelligence; Hydrocarbon exploration; Computer science; Principal component analysis; Petroleum; Interpretation (philosophy); China; Geology; Machine learning; Seismology; Archaeology; Geography; Paleontology; Tectonics","score_opus":0.013001832869416202,"score_gpt":0.2076142208478403,"score_spread":0.1946123879784241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2929642963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5610377,0.00009058231,0.019644743,0.0073907664,0.00045762272,0.00064250606,0.0000073946694,0.0010665794,0.40966207],"genre_scores_gemma":[0.98733157,0.000023099787,0.0017307639,0.0060175573,0.00020568183,0.0000028906254,0.000015345033,0.000004985429,0.004668126],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893767,0.00015658521,0.00015208952,0.00023879806,0.00024946773,0.0002654177],"domain_scores_gemma":[0.999498,0.00010215075,0.000049375,0.00024535644,0.00004078812,0.00006429992],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000626358,0.00012780399,0.00011144618,0.00008304458,0.00038755636,0.00006679598,0.0003055481,0.00006784129,0.007147327],"category_scores_gemma":[0.00006327927,0.00007578336,0.000055746368,0.00019356584,0.00018435459,0.000099321776,0.000016982955,0.0002625509,0.0010236093],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045458725,0.00013703389,0.0798206,0.00004670144,0.00010574388,0.00008267947,0.0013239568,0.00047078397,0.051515847,0.003801041,0.48623186,0.37600917],"study_design_scores_gemma":[0.0007451905,0.0036828443,0.029465565,0.00026052576,0.00005723977,0.00016290594,0.0015240551,0.25342017,0.37763807,0.013681636,0.31803584,0.0013259258],"about_ca_topic_score_codex":0.0031571232,"about_ca_topic_score_gemma":0.000021387921,"teacher_disagreement_score":0.42629382,"about_ca_system_score_codex":0.000004058013,"about_ca_system_score_gemma":0.000019013836,"threshold_uncertainty_score":0.9997542},"labels":[],"label_agreement":null},{"id":"W2934760871","doi":"10.1016/j.jappgeo.2019.04.004","title":"Broadband Q-factor tomography for reservoir monitoring","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Observable; Geology; Broadband; Amplitude; Tomography; Geophysical imaging; Reflection (computer programming); Anelastic attenuation factor; Seismology; Reservoir modeling; Seismic inversion; Mineralogy; Seismic wave; Optics; Geotechnical engineering; Physics; Computer science; Azimuth","score_opus":0.01272130335769107,"score_gpt":0.2202563467143835,"score_spread":0.20753504335669243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934760871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934083,0.00013821684,0.00039182542,0.00010082954,0.00068770215,0.00014120594,0.000016806289,0.000024133975,0.0050909803],"genre_scores_gemma":[0.99484545,0.00005604745,0.0042858217,0.00021074935,0.00047083208,4.2092822e-7,0.0000043113905,0.0000045049906,0.000121864556],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925613,0.000008281265,0.00021880698,0.00010129314,0.00023690042,0.00017857667],"domain_scores_gemma":[0.9993675,0.00012297841,0.00021670722,0.00012467647,0.00009433454,0.00007385441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018406226,0.000093839095,0.00018892832,0.00010250889,0.000060972856,0.00004555457,0.00022188426,0.00004887065,0.00011458252],"category_scores_gemma":[0.000005420319,0.00007333928,0.00013521848,0.00015372486,0.000024627217,0.0001910128,0.0000048285433,0.0001844391,0.000048334423],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016575665,0.00014327519,0.33374938,0.00031033385,0.00030901958,0.000012270327,0.0018501463,0.0028591896,0.01763011,0.00085424713,0.036576446,0.604048],"study_design_scores_gemma":[0.004497929,0.0025404787,0.27507362,0.0003694395,0.00015268054,0.000042793894,0.0022066168,0.007130064,0.24293979,0.1148461,0.34894988,0.0012506014],"about_ca_topic_score_codex":0.000052278006,"about_ca_topic_score_gemma":3.9315628e-7,"teacher_disagreement_score":0.6027974,"about_ca_system_score_codex":0.0000038473363,"about_ca_system_score_gemma":0.00003178608,"threshold_uncertainty_score":0.29906893},"labels":[],"label_agreement":null},{"id":"W2937679811","doi":"10.1785/0220180284","title":"Implementation of a Smoothed‐Seismicity Algorithm in Monte Carlo PSHA Software EqHaz and Implications for Localization of Hazard in the Western Canada Sedimentary Basin","year":2019,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"U.S. Geological Survey","keywords":"Induced seismicity; Geology; Structural basin; Monte Carlo method; Hazard; Seismology; Seismic hazard; Algorithm; Software; Geomorphology; Computer science; Statistics; Mathematics","score_opus":0.03639639133556427,"score_gpt":0.3152226445498312,"score_spread":0.2788262532142669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937679811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96841455,0.0000821806,0.007076465,0.023384636,0.000028026749,0.000749822,0.0002375943,0.0000081570015,0.000018552408],"genre_scores_gemma":[0.9819478,0.000031355015,0.0013452137,0.016554734,0.000010362442,0.000014834442,0.00008099886,0.0000024044816,0.000012309658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986385,0.0003230545,0.0002595831,0.00021014646,0.00029738655,0.00027134456],"domain_scores_gemma":[0.9989636,0.0007238751,0.00006554584,0.00014721896,0.0000629501,0.000036788188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012549213,0.00007545552,0.00015809631,0.00014552772,0.00005623629,0.000015281648,0.00022795066,0.00004172981,0.000042428554],"category_scores_gemma":[0.00007349635,0.00005325092,0.000024859726,0.00029777375,0.00014422722,0.0000987759,0.000023695575,0.0001676607,6.8061195e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025310823,0.000013333051,0.9328689,0.00003416631,0.0000043762448,0.0000022182771,0.00017389387,0.0006308116,0.000050116454,0.000010109572,0.0076449765,0.058541816],"study_design_scores_gemma":[0.00055256975,0.00025571726,0.9670697,0.000040124385,0.0000039656616,0.0000044966378,0.0013747256,0.018086212,0.00088689855,0.0006983647,0.010930753,0.00009648923],"about_ca_topic_score_codex":0.8729358,"about_ca_topic_score_gemma":0.051436413,"teacher_disagreement_score":0.8214994,"about_ca_system_score_codex":0.000035818513,"about_ca_system_score_gemma":0.00012535483,"threshold_uncertainty_score":0.9658724},"labels":[],"label_agreement":null},{"id":"W2940093513","doi":"10.5539/apr.v11n3p36","title":"Investigation of Pore Pressure on Seismic Amplitude Response: A Well-Based Modeling Case Study of Sojuko Field, Niger Delta","year":2019,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overpressure; Geology; Oil shale; Pore water pressure; Compaction; Amplitude; Geotechnical engineering; Petrology; Hydrostatic equilibrium; Oil sands; Petroleum engineering; Submarine pipeline; Permeability (electromagnetism); Asphalt","score_opus":0.06660465890965178,"score_gpt":0.3161599031497304,"score_spread":0.24955524424007863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940093513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959731,0.000022468072,0.0011806766,0.0001231945,0.000030541014,0.00070375035,0.000022475746,0.00003506895,0.0019087364],"genre_scores_gemma":[0.9992033,0.0000025320346,0.00029703017,0.00029690424,0.00002628495,0.000008112718,0.000039743325,0.0000075744065,0.00011848615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99808687,0.00029990266,0.00025882103,0.00032637923,0.0007557052,0.0002723402],"domain_scores_gemma":[0.9983765,0.0007653022,0.000087223736,0.0005039786,0.00018983491,0.00007714301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014145662,0.00012056243,0.00021609657,0.00019982958,0.000122031866,0.000027067195,0.0002877328,0.00007483435,0.00016353444],"category_scores_gemma":[0.00003190735,0.00010619685,0.000042545857,0.00046629642,0.00008968098,0.000079424884,0.000033109503,0.00040196537,0.000043495256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038648327,0.000420471,0.07883029,0.00041551204,0.0001329845,0.00008964017,0.0077740396,0.86226374,0.010554915,0.00033688865,0.0061443024,0.029172381],"study_design_scores_gemma":[0.0006979031,0.0010121558,0.00043963338,0.000054528948,0.000014387344,0.000005176434,0.00404823,0.9427034,0.04819984,0.0023514295,0.00032295985,0.0001503541],"about_ca_topic_score_codex":0.01260205,"about_ca_topic_score_gemma":0.0000243746,"teacher_disagreement_score":0.08043966,"about_ca_system_score_codex":0.0000064110186,"about_ca_system_score_gemma":0.00015723763,"threshold_uncertainty_score":0.99397314},"labels":[],"label_agreement":null},{"id":"W2940893963","doi":"10.1190/geo2018-0410.1","title":"Parameter crosstalk and modeling errors in viscoacoustic seismic full-waveform inversion","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Inversion (geology); Waveform; Frequency band; Computer science; Earth model; Acoustics; Seismic wave; Algorithm; Geology; Physics; Optics; Seismology; Telecommunications; Bandwidth (computing)","score_opus":0.013680679120689659,"score_gpt":0.21215386701888392,"score_spread":0.19847318789819426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940893963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99648046,0.00007298705,0.0013084079,0.00012666607,0.00021046975,0.00013070743,0.000009548729,0.00006594739,0.0015948198],"genre_scores_gemma":[0.9975862,0.000041760904,0.00081378367,0.0012464583,0.00003068824,5.300251e-7,0.000039598362,0.000004471122,0.00023649177],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999178,0.000020978254,0.00014101918,0.00024600216,0.00015374288,0.00026026284],"domain_scores_gemma":[0.9996688,0.000049305163,0.000038728722,0.00016464124,0.000018087936,0.000060464794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012909538,0.00012202981,0.00014718332,0.00009021298,0.000067389985,0.00004909659,0.00010632944,0.000059572518,0.00015911665],"category_scores_gemma":[0.000010589102,0.000105718515,0.000035318648,0.00015718292,0.000050745268,0.00032754874,0.000023875242,0.00017302873,0.00039110746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028891163,0.000091705326,0.28032228,0.00032168167,0.000045771547,0.000052011863,0.0032924088,0.328,0.002346931,0.000094654875,0.0023724379,0.38277122],"study_design_scores_gemma":[0.00021789287,0.000084198255,0.003422621,0.000037580827,0.000006420381,0.0000052591904,0.00030123416,0.99056154,0.00017440986,0.0046144333,0.00041844285,0.00015595781],"about_ca_topic_score_codex":0.0049449448,"about_ca_topic_score_gemma":0.00003103657,"teacher_disagreement_score":0.66256154,"about_ca_system_score_codex":0.000008118223,"about_ca_system_score_gemma":0.000025528509,"threshold_uncertainty_score":0.74753106},"labels":[],"label_agreement":null},{"id":"W2941274620","doi":"10.1190/geo2018-0086.1","title":"Combining reflection and transmission information in time-lapse velocity inversion: A new hybrid approach","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Geology; Waveform; Time domain; Algorithm; Computer science; Geophysics; Geodesy; Seismology; Computer vision; Telecommunications","score_opus":0.009386755142934959,"score_gpt":0.1934332117646533,"score_spread":0.18404645662171834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941274620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98654264,0.00004016351,0.0021858972,0.00018714798,0.00009063675,0.0001600044,0.000004274974,0.00009070141,0.010698531],"genre_scores_gemma":[0.99480575,0.000043040272,0.0034987775,0.0009809937,0.000027506629,3.801721e-7,0.00017411404,0.0000019714691,0.00046747708],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994379,0.000029687555,0.00012005866,0.00011981736,0.00016015982,0.00013235422],"domain_scores_gemma":[0.99976593,0.000022477716,0.00004709353,0.000088095374,0.000014230463,0.00006219909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015021124,0.00007975788,0.0001032354,0.000083435974,0.00006209446,0.000049732753,0.00008215365,0.000038378206,0.00013215526],"category_scores_gemma":[0.000004816075,0.000072639246,0.000021293421,0.00017198728,0.000020534932,0.000735772,0.000009536377,0.00013899743,0.00028821712],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001032953,0.000023710047,0.034007546,0.00007034899,0.0000061013934,0.0000011925309,0.0016092818,0.00061900547,0.00024678215,0.00003940388,0.013101511,0.9501718],"study_design_scores_gemma":[0.0011723575,0.00024010615,0.037517376,0.00009167439,0.000010397035,0.000015892541,0.00030104668,0.9046235,0.0031246617,0.005940587,0.046632543,0.0003298712],"about_ca_topic_score_codex":0.0028360537,"about_ca_topic_score_gemma":0.0000010351753,"teacher_disagreement_score":0.949842,"about_ca_system_score_codex":0.0000067795277,"about_ca_system_score_gemma":0.00003484841,"threshold_uncertainty_score":0.4287284},"labels":[],"label_agreement":null},{"id":"W2941607998","doi":"10.1111/1365-2478.12811","title":"On Christoffel roots for nondetached slowness surfaces","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slowness; Christoffel symbols; Wavefront; Transverse isotropy; Geology; Mathematical analysis; Isotropy; Optics; Geometry; Mathematics; Physics; Seismology","score_opus":0.009848863120691758,"score_gpt":0.22060256976680603,"score_spread":0.21075370664611429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941607998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857338,0.000038688344,0.00033306808,0.00031066342,0.00047911893,0.00039995572,0.000017391607,0.00023673366,0.012450584],"genre_scores_gemma":[0.9965935,0.0000013380551,0.0010165835,0.0005973894,0.00016394466,0.0000032417995,0.000030349778,0.0000065203058,0.0015871626],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989885,0.00002139238,0.0001388407,0.00034096433,0.0001971544,0.00031315847],"domain_scores_gemma":[0.99934244,0.00029609926,0.00007259715,0.000187566,0.0000386826,0.00006258941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020729624,0.00013486794,0.00019143432,0.00004206085,0.0001759779,0.00005979512,0.00017615415,0.00005011909,0.00036917676],"category_scores_gemma":[0.000071451956,0.00010701761,0.00009312173,0.0001341129,0.000036162284,0.00015818006,0.000010744914,0.00017487809,0.0007410935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062555773,0.00029785966,0.6692796,0.0003719668,0.00009707568,0.000011667572,0.00089844374,0.005371489,0.008394617,0.006571178,0.022228869,0.28585172],"study_design_scores_gemma":[0.0018112601,0.0016522779,0.37246338,0.00017935804,0.000028956969,0.000008398176,0.000525801,0.50311327,0.03507221,0.072239384,0.011827535,0.0010781824],"about_ca_topic_score_codex":0.00087501,"about_ca_topic_score_gemma":0.000007071759,"teacher_disagreement_score":0.49774176,"about_ca_system_score_codex":0.000007832576,"about_ca_system_score_gemma":0.000017724513,"threshold_uncertainty_score":0.9525504},"labels":[],"label_agreement":null},{"id":"W2942958029","doi":"10.1144/petgeo2018-135","title":"A feasibility study for detection thresholds of CO <sub>2</sub> at shallow depths at the CaMI Field Research Station, Newell County, Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Petroleum Geoscience","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"CMC Research Institutes; University of Calgary","funders":"Cenovus Energy; Canada First Research Excellence Fund; University of Calgary","keywords":"Geology; Palaeogeography; Telmatology; Metamorphic petrology; Field (mathematics); Environmental geology; Regional geology; Geobiology; Economic geology; Seismology; Volcanism; Tectonics","score_opus":0.024435605860481754,"score_gpt":0.27255462230445987,"score_spread":0.2481190164439781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942958029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99607027,0.0000613023,0.00028183966,0.00070016476,0.00036881142,0.0006684462,0.00011909426,0.000021116613,0.0017089768],"genre_scores_gemma":[0.9973402,0.000016445589,0.000030186793,0.00059236644,0.000024636796,0.000011600227,0.000027359934,0.0000036716815,0.0019535013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977086,0.00017352695,0.00025836853,0.00047527248,0.0009298955,0.000454341],"domain_scores_gemma":[0.99790204,0.0012024783,0.00011765943,0.00047250092,0.0002070719,0.00009827851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019948795,0.00012473082,0.00016360755,0.00009103099,0.0006569236,0.000053406002,0.00052021834,0.00004761743,0.0002871866],"category_scores_gemma":[0.00031953564,0.00008932364,0.000049125643,0.000344943,0.00019120396,0.000200045,0.00005987794,0.0001824053,0.000045398785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013259701,0.00003169653,0.98325276,0.000021412514,0.000004958021,0.0000010164995,0.00027499083,0.0003645999,0.0033265075,0.0000036928243,0.007924475,0.00466127],"study_design_scores_gemma":[0.00070352096,0.0013782397,0.7739419,0.000022309248,0.00001638058,0.000014588611,0.0023337754,0.099908866,0.104837894,0.000250783,0.016307402,0.00028434608],"about_ca_topic_score_codex":0.8702757,"about_ca_topic_score_gemma":0.9651664,"teacher_disagreement_score":0.20931089,"about_ca_system_score_codex":0.00012798482,"about_ca_system_score_gemma":0.00040090442,"threshold_uncertainty_score":0.5052592},"labels":[],"label_agreement":null},{"id":"W2943541040","doi":"10.1190/tle38050334.1","title":"Consolidating rock-physics classics: A practical take on granular effective medium models","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Virtual Materials Group (Canada)","funders":"","keywords":"Geology; Context (archaeology); Texture (cosmology); Permeability (electromagnetism); Geotechnical engineering; Geophysics; Statistical physics; Computer science; Physics; Artificial intelligence","score_opus":0.02879767842188239,"score_gpt":0.2626528817237345,"score_spread":0.23385520330185214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943541040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57801485,0.00047471953,0.06346173,0.017024081,0.0037378608,0.0021522383,0.00007846297,0.0012757946,0.3337803],"genre_scores_gemma":[0.99409896,0.000012853006,0.0006740217,0.004013669,0.00023610318,0.0000028646994,0.000021494305,0.000007288441,0.0009327309],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989079,0.00017162795,0.00013044442,0.00024334028,0.00025642366,0.00029023064],"domain_scores_gemma":[0.99863756,0.0008956153,0.00008533167,0.000282497,0.000034926612,0.00006408514],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052953855,0.00014042304,0.00017910312,0.000040101935,0.00019292398,0.00007157605,0.00021653133,0.00006444529,0.00018499339],"category_scores_gemma":[0.00009768999,0.00009148957,0.000065172695,0.00014121513,0.000073031115,0.00027510925,0.00001759104,0.00042109794,0.0027257078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006084846,0.00020401346,0.05838666,0.0002233118,0.00022606744,0.00008300485,0.010597709,0.035923064,0.0022341898,0.019908696,0.35731804,0.51428676],"study_design_scores_gemma":[0.0004259715,0.00036883572,0.0010646766,0.00016165586,0.000042719086,0.00003524604,0.00034112216,0.92020464,0.018560296,0.024176914,0.03427087,0.0003470675],"about_ca_topic_score_codex":0.00021913636,"about_ca_topic_score_gemma":0.000002666443,"teacher_disagreement_score":0.8842816,"about_ca_system_score_codex":0.00001151989,"about_ca_system_score_gemma":0.00004280745,"threshold_uncertainty_score":0.9980508},"labels":[],"label_agreement":null},{"id":"W2943754646","doi":"10.1190/tle38050374.1","title":"Thermal effective stress in shales","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"OPKO Health (Canada); Petro-Canada","funders":"","keywords":"Oil shale; Scaling; Thermal; Effective stress; Thermal expansion; Stress (linguistics); Geology; Pore water pressure; Core (optical fiber); Matrix (chemical analysis); Geomechanics; Calibration; Mechanics; Geotechnical engineering; Materials science; Geometry; Mathematics; Thermodynamics; Composite material; Physics; Statistics","score_opus":0.010423182599078882,"score_gpt":0.2206116596007027,"score_spread":0.21018847700162382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943754646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406205,0.0002002432,0.000013733245,0.00045266034,0.00024278456,0.00014903554,0.000005284345,0.00006348753,0.0582523],"genre_scores_gemma":[0.99757856,0.000008528578,0.00004474025,0.0007687075,0.000055805445,9.1399875e-7,0.0000068570944,0.0000020272894,0.0015338872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995274,0.00007352147,0.000060238344,0.00010824477,0.00007678096,0.00015384787],"domain_scores_gemma":[0.99963385,0.00018843428,0.00002155344,0.00013228017,0.0000062386825,0.000017658993],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027015235,0.000059282665,0.00007852155,0.00004639689,0.000044654967,0.000023769357,0.00019276814,0.000026199274,0.0005135676],"category_scores_gemma":[0.000014312283,0.000035955673,0.000023802759,0.00009779976,0.000045990495,0.000095173855,0.000008680507,0.00013834758,0.001821833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018288898,0.000006749211,0.8373735,0.00001246697,0.0000051042116,0.0000039327215,0.0010297457,0.0006786206,0.00043881373,0.00008395497,0.004151488,0.15619734],"study_design_scores_gemma":[0.0004428664,0.00017344469,0.8787239,0.00019017345,0.000009143636,0.000008506533,0.00071584625,0.056314696,0.028505908,0.0013114295,0.033290397,0.00031365643],"about_ca_topic_score_codex":0.0013886553,"about_ca_topic_score_gemma":0.0000569221,"teacher_disagreement_score":0.15588368,"about_ca_system_score_codex":0.0000041859416,"about_ca_system_score_gemma":0.0000073943506,"threshold_uncertainty_score":0.99895537},"labels":[],"label_agreement":null},{"id":"W2943982589","doi":"10.1016/j.jappgeo.2019.04.014","title":"Azimuth ambiguity elimination for borehole imaging using 3D borehole RTM scheme","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Science and Engineering Research Council; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Borehole; Azimuth; Geology; Ambiguity; Reflection (computer programming); Context (archaeology); Anisotropy; Dipole; Acoustics; Seismology; Optics; Computer science; Physics; Geotechnical engineering","score_opus":0.012714078783213277,"score_gpt":0.2294168039828347,"score_spread":0.21670272519962142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943982589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826589,0.00012524969,0.00928392,0.0002800183,0.00054326875,0.00024887797,0.000031423577,0.000043076896,0.0067852447],"genre_scores_gemma":[0.9608091,0.000017247221,0.037702266,0.0010175236,0.00035903434,4.2248357e-7,0.0000284193,0.000007963033,0.000058004625],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989581,0.000015061193,0.0003144538,0.00015649304,0.00031528858,0.00024058433],"domain_scores_gemma":[0.9991228,0.00007588016,0.0003990119,0.00015495883,0.00017056036,0.00007681918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047570313,0.00013135458,0.00023055865,0.000095084106,0.00011877361,0.000073736024,0.0002216598,0.00004780715,0.0000967209],"category_scores_gemma":[0.000015694171,0.00011422418,0.000117192845,0.00017066345,0.000047026202,0.00037516293,0.000013476456,0.00022849183,0.000044477893],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009135859,0.0002434204,0.04989653,0.00030371425,0.00016219693,0.000019776275,0.0013797513,0.012161754,0.047047675,0.0025758473,0.02925017,0.8560456],"study_design_scores_gemma":[0.0028679934,0.0005177567,0.04088717,0.0002085105,0.00016073453,0.000065803455,0.001864926,0.78409725,0.057608027,0.036318634,0.074529015,0.0008741492],"about_ca_topic_score_codex":0.00016720247,"about_ca_topic_score_gemma":9.377095e-7,"teacher_disagreement_score":0.85517144,"about_ca_system_score_codex":0.000019238782,"about_ca_system_score_gemma":0.0000878387,"threshold_uncertainty_score":0.4657927},"labels":[],"label_agreement":null},{"id":"W2944330201","doi":"10.1190/geo2018-0762.1","title":"Case study: Phase-component amplitude variation with angle","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Amplitude; Phase (matter); Component (thermodynamics); Electrical impedance; Geology; Offset (computer science); Phase angle (astronomy); Seismology; Optics; Geometry; Physics; Mathematics; Computer science; Thermodynamics","score_opus":0.014421557586998725,"score_gpt":0.22713309809879895,"score_spread":0.21271154051180022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944330201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99628174,0.000011864919,0.0010788207,0.000051818126,0.00014708802,0.00026470257,0.000015277172,0.000117412805,0.002031281],"genre_scores_gemma":[0.99842244,0.0000012725909,0.0008436219,0.0004229005,0.000057845584,0.0000012337727,0.00004344682,0.0000031346412,0.00020408031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993671,0.00003455268,0.00008761985,0.00018847952,0.00017181026,0.00015041],"domain_scores_gemma":[0.99962497,0.000037623606,0.000050020983,0.00021160017,0.00003150199,0.000044303342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010928571,0.000088422064,0.000104642146,0.00003498341,0.0000878851,0.00004708923,0.00008616089,0.000018745182,0.00039255322],"category_scores_gemma":[0.0000019044019,0.00006718735,0.000021868735,0.00013626377,0.000018341074,0.00018776326,0.000006910356,0.000082184524,0.00048234107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027450992,0.001421835,0.607403,0.000059508326,0.00017354487,0.0021588518,0.009660266,0.0016190863,0.00082888606,0.00025149016,0.0052337875,0.37091523],"study_design_scores_gemma":[0.014669117,0.014732513,0.61103433,0.00013091609,0.00036556803,0.003725417,0.02113946,0.271381,0.0031240971,0.0083516035,0.048533957,0.0028120338],"about_ca_topic_score_codex":0.014669512,"about_ca_topic_score_gemma":0.000040619037,"teacher_disagreement_score":0.3681032,"about_ca_system_score_codex":0.0000039545976,"about_ca_system_score_gemma":0.00002151395,"threshold_uncertainty_score":0.99189186},"labels":[],"label_agreement":null},{"id":"W2944658541","doi":"10.48550/arxiv.1905.04307","title":"Semantic Segmentation of Seismic Images","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Segmentation; Geology; Computer science; Artificial intelligence; Seismology; Computer vision","score_opus":0.0405388137518825,"score_gpt":0.17872449812194144,"score_spread":0.13818568437005893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944658541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427621,0.00017166705,0.044138726,0.000098150165,0.0006171463,0.00030174182,0.00016028485,0.00016622088,0.011583971],"genre_scores_gemma":[0.9961952,0.0003832167,0.00044189283,0.00024757843,0.000030143447,5.1667794e-8,0.00019340425,0.000005273182,0.0025032365],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901605,0.000091041744,0.00016380916,0.000456225,0.00008230018,0.00019058026],"domain_scores_gemma":[0.9991342,0.0000730826,0.00024209874,0.0004153965,0.00007409111,0.000061153914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017825139,0.00018300241,0.00025782813,0.00022492175,0.00005614264,0.000024392508,0.00042061342,0.00012223306,0.0006589253],"category_scores_gemma":[0.00001266615,0.0001927037,0.00013887562,0.00019353836,0.00012405189,0.0001805487,0.00009201908,0.0002812238,0.00027869997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007781609,0.000040681734,0.35069647,0.00045825576,0.00011029159,0.00006962289,0.00020010365,0.625865,0.00018613678,0.0002262352,0.012070574,0.009998798],"study_design_scores_gemma":[0.00039778004,0.00009144927,0.022196542,0.0002167036,0.00014681117,0.0000053916383,0.00047372514,0.9540533,0.009443738,0.011460478,0.0010554835,0.00045858626],"about_ca_topic_score_codex":0.007098101,"about_ca_topic_score_gemma":0.000019911213,"teacher_disagreement_score":0.32849994,"about_ca_system_score_codex":0.000016299524,"about_ca_system_score_gemma":0.00009243164,"threshold_uncertainty_score":0.99951375},"labels":[],"label_agreement":null},{"id":"W2945069928","doi":"10.1190/geo2019-0122.1","title":"Efficient wavefield reconstruction at half the Nyquist rate","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. John’s Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Nyquist rate; Nyquist–Shannon sampling theorem; Inversion (geology); Seismic migration; Waveform; Computer science; Algorithm; Nyquist frequency; Derivative (finance); Telecommunications; Sampling (signal processing); Geology; Bandwidth (computing); Computer vision; Seismology","score_opus":0.006895204033485113,"score_gpt":0.17691452224537718,"score_spread":0.17001931821189206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945069928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610116,0.000054252436,0.000077431985,0.00092500297,0.00093418045,0.00010853751,0.0000085493775,0.00007901464,0.036801443],"genre_scores_gemma":[0.99447495,0.000013574419,0.00016240875,0.0018114407,0.000102292244,4.6912183e-7,0.0000194012,0.000002045778,0.0034134146],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994603,0.000040011608,0.00008501017,0.0001478383,0.000108980086,0.00015786187],"domain_scores_gemma":[0.99960256,0.000080840335,0.000048335336,0.0002167382,0.000022420218,0.000029130817],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016177849,0.00007233731,0.000072831455,0.000018259345,0.00016652938,0.00003097522,0.00012965148,0.000029930014,0.001309222],"category_scores_gemma":[0.000008254224,0.000046666042,0.000047595557,0.00010134836,0.000066056324,0.000038702285,0.000014241841,0.000102722835,0.0028887808],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008271317,0.000025621077,0.08527658,0.0000373618,0.000032951473,0.0000056669696,0.0007492275,0.005919727,0.0013477241,0.0011536998,0.041715126,0.8636536],"study_design_scores_gemma":[0.00055740244,0.0002603286,0.11375032,0.000070596136,0.000036580223,0.00008059865,0.00078374986,0.6354109,0.019024216,0.009978668,0.21943247,0.00061413],"about_ca_topic_score_codex":0.0018878127,"about_ca_topic_score_gemma":0.000017091466,"teacher_disagreement_score":0.8630395,"about_ca_system_score_codex":0.0000050883223,"about_ca_system_score_gemma":0.0000144911955,"threshold_uncertainty_score":0.9996037},"labels":[],"label_agreement":null},{"id":"W2945262583","doi":"10.1190/geo2018-0619.1","title":"Least-squares reverse time migration via linearized waveform inversion using a Wasserstein metric","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities","keywords":"Mathematics; Norm (philosophy); Metric (unit); Seismogram; Algorithm; Applied mathematics; Computer science","score_opus":0.009544473786315387,"score_gpt":0.19704676831174148,"score_spread":0.18750229452542608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945262583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950462,0.000065670974,0.0013630334,0.00023855886,0.00038032493,0.00022542464,0.000020675523,0.00016475185,0.002495381],"genre_scores_gemma":[0.9920082,0.000022732036,0.0042023207,0.001115901,0.00012110579,3.707603e-7,0.00020841554,0.000006998245,0.002313951],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898016,0.000052562486,0.00017199604,0.00025026067,0.00029110062,0.00025393293],"domain_scores_gemma":[0.99945337,0.000049778893,0.00011107972,0.00024460236,0.0000650203,0.00007615204],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018648461,0.00014688366,0.00018774212,0.00017678319,0.00012899883,0.000052313055,0.00016549663,0.000079780286,0.00097805],"category_scores_gemma":[0.000019318517,0.00012665645,0.00009720703,0.0005577505,0.000037807673,0.00050193473,0.000019833173,0.0001504833,0.0032758515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066111534,0.00024766673,0.1566594,0.00037396548,0.00021099453,0.000045655463,0.0024075732,0.009697447,0.09554644,0.0000906223,0.07313859,0.6609205],"study_design_scores_gemma":[0.00037007596,0.00016338124,0.0022317008,0.000039213504,0.000030448862,0.0000053916056,0.00017049443,0.9743967,0.008264454,0.00088298385,0.013190889,0.00025426626],"about_ca_topic_score_codex":0.011547301,"about_ca_topic_score_gemma":0.000018344095,"teacher_disagreement_score":0.96469927,"about_ca_system_score_codex":0.000019324001,"about_ca_system_score_gemma":0.00004631379,"threshold_uncertainty_score":0.9999352},"labels":[],"label_agreement":null},{"id":"W2945348804","doi":"10.1190/geo2018-0171.1","title":"Attenuation analysis of heavy oil sands based on laboratory measurements","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cenovus Energy (Canada)","funders":"National Natural Science Foundation of China","keywords":"Attenuation; Oil sands; Porosity; Mineralogy; Geology; Soil science; Petroleum engineering; Materials science; Geotechnical engineering; Optics; Composite material; Asphalt; Physics","score_opus":0.016475984006522715,"score_gpt":0.21641083324571878,"score_spread":0.19993484923919605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945348804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891086,0.000023235292,0.00017728438,0.0001261234,0.00014609587,0.00003178874,0.00007907019,0.00004432017,0.010263474],"genre_scores_gemma":[0.9977426,0.0000040919804,0.00035606386,0.00158237,0.000019603625,3.181397e-7,0.00014441619,0.0000017257121,0.0001488208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930036,0.000042814703,0.00010845299,0.00013654651,0.00030903457,0.000102810445],"domain_scores_gemma":[0.99955946,0.000043343156,0.00007581612,0.00021069073,0.00008121683,0.000029492327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020076125,0.0000671582,0.00014266341,0.00014444058,0.000032726242,0.000009470997,0.000086603315,0.000027858208,0.0005745202],"category_scores_gemma":[0.00001092717,0.00005845806,0.00006964278,0.0006478199,0.00002185583,0.00008211546,0.0000025430177,0.000052975178,0.00020461775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005540161,0.000044527176,0.90885824,0.000025134226,0.000120462,4.267862e-7,0.0000740761,0.018053837,0.0008287109,0.000017079197,0.0026478157,0.06927429],"study_design_scores_gemma":[0.00033562028,0.00020702324,0.5419729,0.0000362527,0.0002177924,3.34748e-8,0.000046081906,0.43656802,0.015938446,0.000091728005,0.0043964335,0.00018966132],"about_ca_topic_score_codex":0.0009071209,"about_ca_topic_score_gemma":0.000009180063,"teacher_disagreement_score":0.4185142,"about_ca_system_score_codex":0.000004597289,"about_ca_system_score_gemma":0.000036902817,"threshold_uncertainty_score":0.6290593},"labels":[],"label_agreement":null},{"id":"W2946195103","doi":"10.1007/s00033-019-1128-9","title":"On the Backus average of a layered medium with elasticity tensors in random orientations","year":2019,"lang":"de","type":"article","venue":"Zeitschrift für angewandte Mathematik und Physik","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Transverse isotropy; Isotropy; Anisotropy; Elasticity (physics); Stack (abstract data type); Symmetry (geometry); Axis of symmetry; Geometry; Physics; Mathematics; Optics; Computer science; Thermodynamics","score_opus":0.011680938431135756,"score_gpt":0.23735781467338626,"score_spread":0.2256768762422505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946195103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9010226,0.0017169991,0.0025041879,0.0020628164,0.00083989894,0.0023260901,0.00055741664,0.00015781038,0.088812165],"genre_scores_gemma":[0.99729234,0.0001819051,0.00039656446,0.00095788453,0.00010638028,0.0000119948145,0.00009325735,0.00002219592,0.0009374889],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975,0.00029930726,0.00053597835,0.00048098637,0.0006932719,0.0004904649],"domain_scores_gemma":[0.997104,0.0016728487,0.00037599722,0.0006088411,0.00011648895,0.000121839104],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00068189803,0.00039364936,0.0006518204,0.00022372406,0.00018505505,0.000100837016,0.00049910735,0.00012567152,0.0028017147],"category_scores_gemma":[0.00013227966,0.00023415402,0.00014515688,0.0006777068,0.00028873573,0.00025289945,0.000038010712,0.00048026134,0.0012096432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02160633,0.008555117,0.08784731,0.0076364106,0.005701931,0.00039905618,0.11689879,0.11638886,0.008464549,0.4328092,0.17901964,0.014672813],"study_design_scores_gemma":[0.054733906,0.014035881,0.048808392,0.015368852,0.0024598034,0.000099760364,0.020262014,0.36104536,0.22110796,0.062641434,0.19201915,0.007417495],"about_ca_topic_score_codex":0.0017672182,"about_ca_topic_score_gemma":0.000079681515,"teacher_disagreement_score":0.37016776,"about_ca_system_score_codex":0.0000059533936,"about_ca_system_score_gemma":0.00018220405,"threshold_uncertainty_score":0.99956805},"labels":[],"label_agreement":null},{"id":"W2946757863","doi":"10.1190/geo2017-0790.1","title":"Anisotropic full-waveform inversion of crosshole seismic data: A vertical symmetry axis field data application","year":2018,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Anisotropy; Geology; Tomography; Transverse isotropy; Inversion (geology); Spurious relationship; Isotropy; Seismic anisotropy; Geophysics; Computational physics; Seismology; Optics; Physics; Computer science","score_opus":0.02817813088713572,"score_gpt":0.25952523793361215,"score_spread":0.23134710704647643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946757863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548435,0.00008087327,0.03801091,0.0010683868,0.0004365503,0.00020797884,0.0004106813,0.00015489406,0.0047862055],"genre_scores_gemma":[0.994173,0.000047366633,0.002106195,0.0018827486,0.00027263627,3.8888572e-7,0.0014586176,0.0000038035225,0.00005525774],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894893,0.00002440143,0.00018867575,0.00038842802,0.00023585507,0.00021370192],"domain_scores_gemma":[0.99833083,0.00007761314,0.00006104989,0.0014010125,0.0000613567,0.000068122936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000178812,0.00010636947,0.00014529799,0.000052384104,0.000139663,0.000032242344,0.0009775258,0.00007363582,0.00019624874],"category_scores_gemma":[0.000053961983,0.000092833994,0.000024578645,0.00027005826,0.00019456304,0.00057361054,0.00023787162,0.00012781378,0.0005653183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013333639,0.00008282119,0.027341936,0.000081540114,0.00003646552,0.0000031027478,0.00019529198,0.000011246118,0.0017456453,0.00023784161,0.10884268,0.8612881],"study_design_scores_gemma":[0.00027036318,0.00042680916,0.00827741,0.000032322445,0.00003989784,0.0000059843383,0.000120695804,0.8880135,0.015312684,0.0041221515,0.083159044,0.00021916041],"about_ca_topic_score_codex":0.0072330055,"about_ca_topic_score_gemma":0.000066816894,"teacher_disagreement_score":0.8880022,"about_ca_system_score_codex":0.0000048250663,"about_ca_system_score_gemma":0.000054462675,"threshold_uncertainty_score":0.9993779},"labels":[],"label_agreement":null},{"id":"W2947351258","doi":"10.3997/2214-4609.201900834","title":"Fast Least-Squares Reverse Time Migration Via Approximating the Hessian as the Sum of Kronecker Products","year":2019,"lang":"en","type":"article","venue":"81st EAGE Conference and Exhibition 2019","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hessian matrix; Kronecker product; Kronecker delta; Superposition principle; Computer science; Computation; Algorithm; Seismic migration; Matrix (chemical analysis); Applied mathematics; Mathematics; Mathematical analysis; Physics","score_opus":0.011970434617837025,"score_gpt":0.20203842014709736,"score_spread":0.19006798552926032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947351258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732322,0.00028071296,0.0008130937,0.009319859,0.00022379818,0.0005490739,0.000059823473,0.00005875527,0.015462692],"genre_scores_gemma":[0.9939748,0.00007105053,0.00028490345,0.0010623,0.000055104716,0.0000019140186,0.00013673304,0.00000316005,0.0044100005],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909884,0.000110742374,0.00020677796,0.00021932284,0.00020262323,0.00016170497],"domain_scores_gemma":[0.99938357,0.00007072542,0.0001593496,0.00025992168,0.00009368094,0.00003278285],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044879763,0.00011361076,0.0001365301,0.000045931185,0.00017794668,0.00008547671,0.00015727505,0.000050820858,0.0022143465],"category_scores_gemma":[0.000044297965,0.000064043736,0.000034772707,0.00012421969,0.00016626892,0.0003377843,0.000017323926,0.00014378622,0.0013022943],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031013883,0.00014281367,0.09963095,0.0005339912,0.000106639236,0.000009148875,0.018958805,0.00045041743,0.05871271,0.0021472692,0.22132693,0.5976702],"study_design_scores_gemma":[0.0018776733,0.0015856627,0.10135836,0.0015045189,0.00019535342,0.0002081039,0.018424682,0.5204646,0.15435474,0.010169095,0.18815628,0.0017009238],"about_ca_topic_score_codex":0.0024563042,"about_ca_topic_score_gemma":0.000028802306,"teacher_disagreement_score":0.59596926,"about_ca_system_score_codex":0.0000024643673,"about_ca_system_score_gemma":0.000048302514,"threshold_uncertainty_score":0.9994753},"labels":[],"label_agreement":null},{"id":"W2949338561","doi":"10.48550/arxiv.1306.6539","title":"Multiscale reverse-time-migration-type imaging using the dyadic parabolic decomposition of phase space","year":2013,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fourier transform; Mathematics; Boundary (topology); Seismic migration; Mathematical analysis; Wave packet; Representation (politics); Homogeneous; Phase (matter); Basis function; Physics","score_opus":0.046114320207819366,"score_gpt":0.21795890471072957,"score_spread":0.1718445845029102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949338561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98317856,0.00029563552,0.014195293,0.0003115636,0.00043689265,0.00034671059,0.00006834935,0.00012604578,0.0010409785],"genre_scores_gemma":[0.99706346,0.00028389168,0.0014463195,0.0002760977,0.00006643773,1.202971e-7,0.00016355985,0.000007596652,0.00069254625],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987881,0.00018861011,0.00020699103,0.0004624176,0.00010201242,0.00025185006],"domain_scores_gemma":[0.99881107,0.00010301437,0.000326333,0.0005038145,0.00015790404,0.00009785628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023544142,0.00022865877,0.00026507658,0.00019975282,0.00024313956,0.00006212356,0.0004936258,0.00012506203,0.00086317706],"category_scores_gemma":[0.000025998826,0.00020082205,0.00014324451,0.00034852567,0.00026565828,0.00032945702,0.00009377316,0.00036549763,0.00015754496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005221643,0.0004254743,0.21553281,0.00038116938,0.00042023492,0.00025263536,0.002168697,0.6659675,0.00960844,0.0013710861,0.08057354,0.022776248],"study_design_scores_gemma":[0.00034017948,0.00003745731,0.001162645,0.00012292914,0.00012032816,0.000010204004,0.00023303757,0.99098545,0.0020477055,0.0026477785,0.002041692,0.00025057315],"about_ca_topic_score_codex":0.020268181,"about_ca_topic_score_gemma":0.0000610703,"teacher_disagreement_score":0.32501796,"about_ca_system_score_codex":0.000029498497,"about_ca_system_score_gemma":0.000106641135,"threshold_uncertainty_score":0.98625594},"labels":[],"label_agreement":null},{"id":"W2949551360","doi":"10.1093/jge/gxz016","title":"Azimuthally-dependent scattering potentials and full waveform inversion sensitivities in low-loss viscoelastic orthorhombic media","year":2019,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscoelasticity; Isotropy; Scattering; Transverse isotropy; Physics; Anisotropy; Mathematical analysis; Standard linear solid model; Computational physics; Amplitude; Optics; Classical mechanics; Mathematics","score_opus":0.003653221610236059,"score_gpt":0.1610936228185818,"score_spread":0.15744040120834574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949551360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987003,0.00021730085,0.000497568,0.0000883969,0.00035930195,0.000037706155,0.0000031860138,0.000012466731,0.00008375024],"genre_scores_gemma":[0.9990905,0.00032006495,0.00040983167,0.000070102724,0.000088007095,6.901542e-8,0.0000027812546,0.0000044506933,0.000014218221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934757,0.000011996036,0.0002066107,0.00009740097,0.00017077284,0.00016568054],"domain_scores_gemma":[0.9996691,0.00008377784,0.00008729443,0.000054248372,0.000026931606,0.00007867432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000240477,0.00010488894,0.00020321821,0.00016643347,0.00002926907,0.00004985019,0.000057007892,0.000037755934,0.000028966584],"category_scores_gemma":[0.000014141624,0.0000879876,0.000034651028,0.00007472333,0.000025272975,0.00035550183,0.000021204007,0.00018367471,0.000008361586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047948473,0.0001259873,0.42188388,0.0020357936,0.00026337526,0.0011430132,0.008335216,0.10683512,0.111991644,0.00032552477,0.00023129137,0.34634966],"study_design_scores_gemma":[0.0015180442,0.0005543445,0.5172186,0.0016312617,0.000058152953,0.00081395986,0.0018334906,0.46733722,0.006481304,0.001593807,0.00028914947,0.0006707103],"about_ca_topic_score_codex":0.00022595936,"about_ca_topic_score_gemma":0.000008149061,"teacher_disagreement_score":0.3605021,"about_ca_system_score_codex":0.0000074010395,"about_ca_system_score_gemma":0.000014921268,"threshold_uncertainty_score":0.35880303},"labels":[],"label_agreement":null},{"id":"W2950117945","doi":"10.48550/arxiv.1903.02514","title":"On Christoffel roots for nondetached slowness surfaces","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Slowness; Wavefront; Christoffel symbols; Mathematical analysis; Transverse isotropy; Mathematics; Isotropy; Optics; Physics; Geology; Seismology","score_opus":0.059818352259605995,"score_gpt":0.1851092905322579,"score_spread":0.1252909382726519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950117945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586141,0.00018333833,0.023857746,0.00020145229,0.001681895,0.0007740204,0.0004039928,0.00038225405,0.013901193],"genre_scores_gemma":[0.9922452,0.00012857771,0.00032749082,0.0005526967,0.00007378138,3.6662428e-7,0.00035427386,0.000011727491,0.006305901],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983853,0.00008913866,0.00016587452,0.00087937637,0.000103637816,0.00037666253],"domain_scores_gemma":[0.9986109,0.00031364098,0.00020496895,0.00064411876,0.00009504829,0.00013130212],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030209948,0.0003259558,0.00037845568,0.00023184222,0.00017620271,0.00007043212,0.0007706716,0.0003278169,0.00058870314],"category_scores_gemma":[0.000047302827,0.00032108597,0.0002516604,0.00018751269,0.00011555297,0.00016196893,0.000093386494,0.00046476923,0.00041369817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052635605,0.000086850036,0.089623444,0.00036542848,0.00015400536,0.00007343902,0.00012745569,0.8515452,0.000020003417,0.0026500542,0.049285166,0.0055425805],"study_design_scores_gemma":[0.0007382181,0.0002399404,0.011493586,0.00016979524,0.000088854526,0.0000022031209,0.00015992939,0.9450565,0.00053126307,0.029084139,0.011710859,0.00072474394],"about_ca_topic_score_codex":0.0021904379,"about_ca_topic_score_gemma":0.00006220438,"teacher_disagreement_score":0.09351125,"about_ca_system_score_codex":0.00003293637,"about_ca_system_score_gemma":0.00013368609,"threshold_uncertainty_score":0.9999241},"labels":[],"label_agreement":null},{"id":"W2950292978","doi":"10.1080/08123985.2019.1606206","title":"Characterising sand channel from seismic data using linear programming (l1-norm) sparse spike inversion technique: a case study from offshore, Canada","year":2019,"lang":"en","type":"article","venue":"Exploration Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science and Engineering Research Board; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Geology; Seismic inversion; Acoustic impedance; Electrical impedance; Reservoir modeling; Inversion (geology); Submarine pipeline; Clastic rock; Porosity; Mineralogy; Seismology; Geotechnical engineering; Geomorphology; Tectonics; Geometry; Mathematics","score_opus":0.05654781186219188,"score_gpt":0.25178344401283537,"score_spread":0.1952356321506435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950292978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890229,0.000067792964,0.008254032,0.0001534557,0.0007030999,0.0009448947,0.0006298346,0.00017794006,0.000046020923],"genre_scores_gemma":[0.9892184,0.000017350696,0.006098124,0.0008178563,0.00039020347,0.0000055171886,0.0034030436,0.000016811666,0.0000326661],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980213,0.00014058877,0.00037079657,0.0006735785,0.00046679747,0.00032694446],"domain_scores_gemma":[0.9985451,0.00009913833,0.00026420437,0.0008661081,0.000093687384,0.00013174136],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002675061,0.00027744137,0.00031188133,0.000095605814,0.0003139702,0.00016032154,0.00042451537,0.000084893734,0.00016560598],"category_scores_gemma":[0.000026564332,0.00026719453,0.000038616352,0.0003507936,0.000040170486,0.0018332605,0.000121936166,0.00029453973,0.00008266942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050635915,0.00086198235,0.34214014,0.00015570584,0.00043318403,0.0040664403,0.017532265,0.009350431,0.00824969,0.000003082221,0.017900541,0.5988002],"study_design_scores_gemma":[0.0005358073,0.00020886265,0.0024445984,0.0001640022,0.000094536284,0.000043509808,0.0122192055,0.96967196,0.0053588706,0.0002941542,0.0083179055,0.0006465741],"about_ca_topic_score_codex":0.9168501,"about_ca_topic_score_gemma":0.069544524,"teacher_disagreement_score":0.96032155,"about_ca_system_score_codex":0.000043153355,"about_ca_system_score_gemma":0.00031603588,"threshold_uncertainty_score":0.999978},"labels":[],"label_agreement":null},{"id":"W2950432285","doi":"10.1190/int-2018-0142.1","title":"Enhancing subsurface imaging and reservoir characterization in the Marcellus Shale play, northeast Pennsylvania, through advanced reprocessing of wide-azimuth 3D seismic data","year":2019,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society of Petroleum Geologists; Virtual Materials Group (Canada)","funders":"","keywords":"Geology; Seismology; Geophysical imaging; Azimuth; Reservoir modeling; Borehole; Economic geology; Vertical seismic profile; Petrology; Geometry; Petroleum engineering; Geotechnical engineering","score_opus":0.012224884103630516,"score_gpt":0.2417986692020451,"score_spread":0.22957378509841458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950432285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773746,0.0003217632,0.019717282,0.0006219981,0.00014052923,0.00023437932,0.000065002045,0.0000391815,0.0014852599],"genre_scores_gemma":[0.99624276,0.00007527892,0.0018590222,0.0011292285,0.000013273463,0.0000010238069,0.0006144243,0.000005234737,0.00005976451],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988942,0.00011500176,0.00029436382,0.0003406973,0.00019876506,0.00015695058],"domain_scores_gemma":[0.9991482,0.00020229057,0.00019542307,0.0003895426,0.00004695511,0.00001759973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059943285,0.00010611148,0.00014318815,0.000073977746,0.00006905419,0.000073148796,0.00034783233,0.00003067665,0.00008706873],"category_scores_gemma":[0.000102629034,0.000084481355,0.00001562585,0.000193128,0.000058573227,0.0013741321,0.000039843377,0.00014057152,0.00002090794],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021140839,0.000023198287,0.766439,0.0002169467,0.000009651509,0.0000074184954,0.018118436,0.0017746208,0.014980141,0.000005636622,0.00013536378,0.19807817],"study_design_scores_gemma":[0.00024056731,0.000051037143,0.11914585,0.00036708586,0.0000105128065,0.00001862481,0.0023499653,0.87224305,0.004076975,0.0002925361,0.0010574644,0.0001463368],"about_ca_topic_score_codex":0.0021718852,"about_ca_topic_score_gemma":0.00018698303,"teacher_disagreement_score":0.87046844,"about_ca_system_score_codex":0.000007031059,"about_ca_system_score_gemma":0.00003221561,"threshold_uncertainty_score":0.34450495},"labels":[],"label_agreement":null},{"id":"W2950471459","doi":"10.1111/1365-2478.12829","title":"The impact of different clay minerals on the anisotropy of clay matrix in shale","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Anisotropy; Isotropy; Clay minerals; Stiffness; Elastic modulus; Transverse isotropy; Matrix (chemical analysis); Materials science; Seismic anisotropy; Geology; Tensor (intrinsic definition); Stiffness matrix; Composite material; Mineralogy; Geometry; Physics; Mathematics","score_opus":0.010399116512754089,"score_gpt":0.2502598136513124,"score_spread":0.2398606971385583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950471459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939089,0.00004475146,0.0000050027525,0.00030173495,0.000072831055,0.00021876306,0.000009367338,0.000020346954,0.0054183304],"genre_scores_gemma":[0.99942416,0.000009898337,0.00004311862,0.00005812623,0.000050578634,0.000001005963,0.0000033885567,0.0000028696904,0.0004068546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991801,0.00006960538,0.0002045192,0.0001443292,0.00019269329,0.00020880012],"domain_scores_gemma":[0.99910164,0.0004903973,0.00013161154,0.00022635837,0.00002528508,0.000024723651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024802613,0.00009861464,0.00018205153,0.000031607484,0.00007922721,0.000022222634,0.00022855471,0.000028532746,0.000205736],"category_scores_gemma":[0.00006071409,0.000043666714,0.00012211948,0.00016293177,0.000082469276,0.000056244437,0.00001807081,0.00019596229,0.000055845485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012748284,0.00009419823,0.9565476,0.000023760718,0.0000267739,0.0000013106751,0.00045689833,0.00056587975,0.02804039,0.0022386305,0.0018535078,0.010023548],"study_design_scores_gemma":[0.00034008324,0.0011390921,0.8548176,0.00010672887,0.0000068484414,0.0000021668109,0.00029060605,0.0700829,0.055542547,0.017429562,0.00007714615,0.00016468382],"about_ca_topic_score_codex":0.0057967748,"about_ca_topic_score_gemma":0.000011836755,"teacher_disagreement_score":0.10172999,"about_ca_system_score_codex":0.000009480814,"about_ca_system_score_gemma":0.00001640375,"threshold_uncertainty_score":0.8763028},"labels":[],"label_agreement":null},{"id":"W2951738848","doi":"10.48550/arxiv.1801.00819","title":"Block row recursive least squares migration","year":2017,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Recursive least squares filter; Least-squares function approximation; Algorithm; Non-linear least squares; Computation; Rank (graph theory); Context (archaeology); Block (permutation group theory); Signal processing; Mathematics; Mathematical optimization; Adaptive filter; Generalized least squares; Computer science; Estimation theory; Digital signal processing; Statistics","score_opus":0.062062316463516135,"score_gpt":0.1834572273591652,"score_spread":0.12139491089564906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951738848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562511,0.00044158075,0.0036804331,0.001079484,0.0014791314,0.00041138305,0.00026200933,0.0004814337,0.035913464],"genre_scores_gemma":[0.9940142,0.0006430694,0.000246027,0.00036507435,0.0001526833,1.4131756e-7,0.00025490177,0.0000067684628,0.0043171425],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986378,0.00010904266,0.00014272165,0.00070945174,0.000101403704,0.00029960193],"domain_scores_gemma":[0.99857396,0.000060057053,0.00030973667,0.00078229397,0.00012397981,0.00014997342],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019870559,0.00026928884,0.00026366263,0.0002080589,0.00040730878,0.00014395459,0.0008756801,0.0002854626,0.00042280235],"category_scores_gemma":[0.000060941722,0.00028433217,0.00018397198,0.000107958345,0.00022717107,0.0003158522,0.00012995143,0.0005234075,0.00033549525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041732495,0.00013856382,0.54280967,0.00033026954,0.00033177555,0.0010118249,0.0012261334,0.20894945,0.00003082685,0.0046836846,0.2022523,0.037818193],"study_design_scores_gemma":[0.0008457651,0.00032624044,0.045302484,0.00066580705,0.000349681,0.000034578305,0.0010125785,0.73125273,0.0017225852,0.10398077,0.112643145,0.001863621],"about_ca_topic_score_codex":0.020741004,"about_ca_topic_score_gemma":0.0011087583,"teacher_disagreement_score":0.5223033,"about_ca_system_score_codex":0.00002755981,"about_ca_system_score_gemma":0.00014795124,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W2951978030","doi":"10.1155/2019/2128373","title":"The Experimental Investigation of Longmaxi Shale Dynamic Parameters under Water-Based Mud Soaking","year":2019,"lang":"en","type":"article","venue":"Geofluids","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Sichuan Province Science and Technology Support Program; Southwest Petroleum University; National Key Research and Development Program of China; National Science and Technology Major Project; China Scholarship Council","keywords":"Oil shale; Overburden pressure; Anisotropy; Geology; Shale gas; Modulus; Mineralogy; Geotechnical engineering; Materials science; Composite material; Optics","score_opus":0.012422395042154569,"score_gpt":0.21608787896121961,"score_spread":0.20366548391906505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951978030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722725,0.00029863272,0.0004350098,0.0005256067,0.00027954488,0.00012753946,0.0000067937276,0.00006294342,0.0010366676],"genre_scores_gemma":[0.99769986,0.000008543994,0.00076117285,0.0012103071,0.000007917443,0.0000012027537,0.00007142082,0.0000033710085,0.00023622294],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992338,0.000055152097,0.00015381165,0.0001523264,0.00018513382,0.00021982256],"domain_scores_gemma":[0.99961567,0.00008164796,0.000039370894,0.00020229617,0.000019844387,0.000041200637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027519968,0.00008619662,0.00008927395,0.000051181585,0.00012982222,0.000040276816,0.00018476041,0.000040283838,0.0005032503],"category_scores_gemma":[0.0000057241546,0.000052245596,0.000049791255,0.00007070944,0.00014685385,0.000121320205,0.000011977012,0.000073443145,0.00017620373],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021724666,0.000057219233,0.67136574,0.00010928328,0.00008884896,0.000007799103,0.0023818966,0.008477242,0.24312264,0.00041453718,0.009677721,0.06407982],"study_design_scores_gemma":[0.0003313028,0.0002530291,0.02238644,0.000043335855,0.000008873437,0.0000045988068,0.0010019115,0.17279857,0.7992026,0.0016586873,0.002117134,0.00019347231],"about_ca_topic_score_codex":0.001654739,"about_ca_topic_score_gemma":0.000009855509,"teacher_disagreement_score":0.6489793,"about_ca_system_score_codex":0.000008663797,"about_ca_system_score_gemma":0.000025904252,"threshold_uncertainty_score":0.5510238},"labels":[],"label_agreement":null},{"id":"W2952596929","doi":"10.7939/r3mc8rz0x","title":"Seismic imaging of lithosphere structures of the Western Canada Sedimentary Basin","year":2018,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Lithosphere; Sedimentary rock; Structural basin; Seismology; Geophysical imaging; Sedimentary basin; Paleontology; Tectonics","score_opus":0.003885938339363063,"score_gpt":0.15088429385325897,"score_spread":0.1469983555138959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952596929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800238,0.00009163044,0.000022696027,0.0027708535,0.00015954282,0.000056730547,0.000047503392,0.000011802182,0.016815457],"genre_scores_gemma":[0.99465907,0.00001074116,0.0008087984,0.0017013567,0.000018663319,2.7492841e-9,0.000021333859,0.0000022053648,0.002777857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994945,0.000050155224,0.00009954152,0.000108170505,0.0001456143,0.0001020178],"domain_scores_gemma":[0.9995379,0.00008236786,0.00012822941,0.00019217057,0.000020500162,0.000038870683],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030051238,0.0000688886,0.00012404761,0.000031148524,0.00007613546,0.0000037397076,0.0004061022,0.00002305525,0.0021105786],"category_scores_gemma":[0.0000045431034,0.000056227833,0.000048693564,0.00013063118,0.0003173962,0.00030686235,0.00005486902,0.00006134557,0.0000020436871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003054449,0.000004159438,0.86667645,0.000021251499,0.000015083475,0.0000013727858,0.00063692423,0.000031296044,0.000011642561,0.000013340276,0.13018824,0.0023696874],"study_design_scores_gemma":[0.00032535728,0.00007798079,0.7440719,0.00012790601,0.00003960122,0.000008597882,0.0023530314,0.0067928126,0.045315173,0.0004436828,0.20027883,0.00016510095],"about_ca_topic_score_codex":0.9412269,"about_ca_topic_score_gemma":0.10564684,"teacher_disagreement_score":0.83558005,"about_ca_system_score_codex":0.0000033391518,"about_ca_system_score_gemma":0.0002323655,"threshold_uncertainty_score":0.99880165},"labels":[],"label_agreement":null},{"id":"W2953175679","doi":"10.1190/geo2018-0399.1","title":"Shock-induced Stoneley waves in carbonate rock samples","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Carbonate; Geology; Reflection coefficient; Fracture (geology); Shock wave; Mineralogy; Reflection (computer programming); Annulus (botany); Materials science; Acoustics; Geotechnical engineering; Optics; Composite material; Mechanics","score_opus":0.014570557999245996,"score_gpt":0.20743577009621977,"score_spread":0.19286521209697377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953175679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98230815,0.000073941635,0.000023595347,0.00018375267,0.00029417776,0.00011235803,0.000017586077,0.00009568896,0.01689076],"genre_scores_gemma":[0.9978167,0.000023906137,0.000279477,0.0009746107,0.0000602433,6.1055795e-7,0.000052335454,0.0000039193887,0.0007882197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991988,0.00003372342,0.00012577964,0.00021679352,0.00016688048,0.0002580257],"domain_scores_gemma":[0.9996264,0.00006228935,0.000040780516,0.00020378036,0.000018960283,0.000047818052],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010364621,0.0001098139,0.00015065155,0.00009723014,0.000040453968,0.000028640465,0.00017920113,0.000047680915,0.0004438424],"category_scores_gemma":[0.000009711395,0.00009693832,0.00004333132,0.0002482788,0.000013394486,0.00017898608,0.000014128986,0.00015326937,0.0009496874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005901486,0.000057839403,0.7719644,0.00006117934,0.000024902623,0.000021102042,0.0011823964,0.0023771115,0.004089329,0.0007735493,0.0045203087,0.2148689],"study_design_scores_gemma":[0.000807099,0.00032350127,0.76934004,0.00010160298,0.000014489257,0.000009127995,0.00088943815,0.1576105,0.01621397,0.023061061,0.030820414,0.0008087207],"about_ca_topic_score_codex":0.011535611,"about_ca_topic_score_gemma":0.000076095006,"teacher_disagreement_score":0.21406019,"about_ca_system_score_codex":0.0000057290804,"about_ca_system_score_gemma":0.000036310877,"threshold_uncertainty_score":0.99982816},"labels":[],"label_agreement":null},{"id":"W2953402149","doi":"10.3390/min9060384","title":"Elucidating the Effects of Hydrothermal Alteration on Seismic Reflectivity in the Footwall of the Lalor Volcanogenic Massive Sulfide Deposit, Snow Lake, Manitoba, Canada","year":2019,"lang":"en","type":"article","venue":"Minerals","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"Natural Resources Canada","keywords":"Geology; Felsic; Mafic; Volcanogenic massive sulfide ore deposit; Geochemistry; Hydrothermal circulation; Volcanic rock; Mineralogy; Volcano; Petrology; Pyrite; Seismology","score_opus":0.008102987776713139,"score_gpt":0.19415564443792319,"score_spread":0.18605265666121004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953402149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99507934,0.000093964765,0.000032459662,0.0012000059,0.00023691918,0.00045773506,0.000022519796,0.000008332213,0.0028687515],"genre_scores_gemma":[0.99581236,0.000006947934,0.000032378055,0.0037688664,0.000038209768,0.0000042013676,0.000013300446,0.0000032317514,0.00032053114],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998881,0.00034760297,0.00018827828,0.00014103664,0.00027680787,0.00016528372],"domain_scores_gemma":[0.9988483,0.00066454365,0.00015128884,0.0002951547,0.000025269463,0.000015398235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003627358,0.00010109174,0.0001382686,0.00003489058,0.000085128784,0.000018546549,0.00034921966,0.000031905445,0.00005141115],"category_scores_gemma":[0.00011230737,0.00004899621,0.000051624378,0.00018131912,0.000046240617,0.00007212406,0.000013308625,0.00015728502,0.0000046991354],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021696591,0.00011660774,0.6826019,0.0003790171,0.00011059332,0.000027873977,0.003542708,0.025003165,0.18408693,0.00015811036,0.05926428,0.04449183],"study_design_scores_gemma":[0.00049964816,0.00033525846,0.22640474,0.00031300032,0.000029920122,0.000014079491,0.00034092067,0.06192289,0.70645046,0.00039403338,0.0030958753,0.00019915044],"about_ca_topic_score_codex":0.6533834,"about_ca_topic_score_gemma":0.67875004,"teacher_disagreement_score":0.52236354,"about_ca_system_score_codex":0.000014492571,"about_ca_system_score_gemma":0.00008673252,"threshold_uncertainty_score":0.3489248},"labels":[],"label_agreement":null},{"id":"W2953764656","doi":"10.2113/jeeg22.4.353","title":"Enhanced Difference Algorithm For Seismic Modeling Based On Fruit Fly Optimization","year":2017,"lang":"en","type":"article","venue":"Journal of Environmental and Engineering Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions","keywords":"Finite difference; Approximation error; Dispersion (optics); Wavenumber; Operator (biology); Acoustic wave equation; Dispersion relation; Mathematics; Taylor series; Algorithm; Range (aeronautics); Mathematical optimization; Fitness function; Applied mathematics; Computer science; Wave propagation; Mathematical analysis; Genetic algorithm; Physics; Optics","score_opus":0.007715643779383823,"score_gpt":0.17698346371264934,"score_spread":0.1692678199332655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953764656","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33854118,0.00004598011,0.6610327,0.00007114249,0.0001729171,0.000045128018,0.000026181193,0.0000095123005,0.00005528982],"genre_scores_gemma":[0.96763575,0.0000962489,0.0319562,0.00015541338,0.00010896611,4.096911e-7,0.000009400585,0.0000040309583,0.000033597025],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995722,0.000004060946,0.00012029564,0.00008188616,0.00011602664,0.00010549945],"domain_scores_gemma":[0.9997132,0.000028988958,0.000104781226,0.00009196757,0.000006117678,0.000054982498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075137345,0.00008689228,0.00011131551,0.000036832473,0.00014456462,0.000052891563,0.000117854805,0.000028465647,0.000018704402],"category_scores_gemma":[0.000008802754,0.00007253723,0.0000487069,0.00000824165,0.000023478004,0.00016625563,0.0000066475036,0.00009238468,0.0000020142309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014061059,0.00001544127,0.00019683917,0.000008848198,0.000007744602,0.0000015091135,0.000024333403,0.8160296,0.0015307119,0.00000196647,0.00001639146,0.18215252],"study_design_scores_gemma":[0.0002594266,0.00017593845,0.0076200766,0.00004162084,0.000011627387,0.000003103517,0.000014115947,0.990732,0.0008640711,0.0001028538,0.000087454,0.00008770446],"about_ca_topic_score_codex":0.000027597487,"about_ca_topic_score_gemma":5.5177267e-8,"teacher_disagreement_score":0.62909454,"about_ca_system_score_codex":0.000007062937,"about_ca_system_score_gemma":0.000005936088,"threshold_uncertainty_score":0.29579824},"labels":[],"label_agreement":null},{"id":"W2955188838","doi":"10.1111/1365-2478.12836","title":"Seismic depth imaging of iron‐oxide deposits and their host rocks in the Ludvika mining area of central Sweden","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"European Commission","keywords":"Geology; Overburden; Geophysical imaging; Seismology; Regional geology; Borehole; Economic geology; Workflow; Environmental geology; Mineral exploration; Mineralogy; Geophysics; Mining engineering; Tectonics; Volcanism; Paleontology","score_opus":0.008753708333110878,"score_gpt":0.2009144254482179,"score_spread":0.19216071711510702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955188838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963289,0.00021810402,0.00021281134,0.00019739248,0.00006037882,0.00018685772,0.000006550891,0.000031355372,0.0027576427],"genre_scores_gemma":[0.9992603,0.0000082904735,0.0003994154,0.00024994987,0.000038160408,7.101832e-7,0.0000063323873,0.000004022415,0.000032806685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990767,0.000053218286,0.00022425043,0.00021999466,0.000141658,0.0002841663],"domain_scores_gemma":[0.999411,0.00023412991,0.00013207024,0.00016429038,0.000022859664,0.00003564025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023026993,0.00012232045,0.00022353897,0.00005810523,0.00007159644,0.000030746232,0.0002079277,0.000028121358,0.000016610895],"category_scores_gemma":[0.00003938948,0.00008075117,0.000053394746,0.00018893728,0.000080633145,0.00017296213,0.000028859604,0.00018402627,0.000004270133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015328587,0.000017298222,0.9805264,0.000040029943,0.000004557907,0.000001577946,0.00197348,0.00025725635,0.002476911,0.000008485094,0.000054907912,0.014623752],"study_design_scores_gemma":[0.00021865136,0.00006708934,0.8248003,0.00012058253,0.0000071075588,0.000016664011,0.0035744677,0.1546946,0.015936995,0.0004130449,0.00003209882,0.000118357144],"about_ca_topic_score_codex":0.0063214125,"about_ca_topic_score_gemma":0.000101193575,"teacher_disagreement_score":0.15572608,"about_ca_system_score_codex":0.0000052390947,"about_ca_system_score_gemma":0.000018432153,"threshold_uncertainty_score":0.9556127},"labels":[],"label_agreement":null},{"id":"W2955194833","doi":"10.3997/2214-4609.201900697","title":"Joint Least-Squares RTM of Surface Seismic and Seismic-While-Drilling Datasets","year":2019,"lang":"en","type":"article","venue":"81st EAGE Conference and Exhibition 2019","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Least-squares function approximation; Seismic migration; Joint (building); Geophysical imaging; Surface (topology); Drilling; Seismology; Shadow (psychology); Computer science; Geometry; Structural engineering; Engineering; Mathematics; Statistics","score_opus":0.024311196206670653,"score_gpt":0.21635025434095398,"score_spread":0.19203905813428332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955194833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912843,0.00075753074,0.0023365372,0.00069934805,0.00018890973,0.00022110973,0.0010059227,0.00007644407,0.0034298804],"genre_scores_gemma":[0.99600583,0.00082277844,0.00050865096,0.0011740556,0.00003033241,4.3182877e-7,0.0008254467,0.000005076748,0.00062740437],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998868,0.000070118695,0.00026977618,0.0003596568,0.00019351434,0.00023892417],"domain_scores_gemma":[0.9993626,0.000078432546,0.0001394147,0.00024699676,0.000064621396,0.00010796256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030267303,0.00017127267,0.000271761,0.000097253236,0.00010222326,0.00008839938,0.000113327354,0.000091151815,0.0013392103],"category_scores_gemma":[0.000017301725,0.00014963829,0.000038714585,0.000092780756,0.00015665458,0.00046898075,0.000035341174,0.00016114551,0.00031632074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004184845,0.0001639445,0.4279199,0.0014183724,0.00015445238,0.00005325705,0.003976016,0.009659058,0.033412896,0.0012998021,0.23234949,0.28917435],"study_design_scores_gemma":[0.0018491092,0.0008557435,0.06173692,0.0010552234,0.00008140033,0.00013407807,0.002837687,0.7886489,0.04819319,0.0032306628,0.09019152,0.0011855855],"about_ca_topic_score_codex":0.0034595747,"about_ca_topic_score_gemma":0.0000140626735,"teacher_disagreement_score":0.77898985,"about_ca_system_score_codex":0.0000031228292,"about_ca_system_score_gemma":0.000046671867,"threshold_uncertainty_score":0.9995737},"labels":[],"label_agreement":null},{"id":"W2958145471","doi":"10.1190/geo2019-0046.1","title":"Focal-time analysis: A new method for stratigraphic depth control of microseismicity and induced seismic events","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hypocenter; Microseism; Geology; Seismology; Offset (computer science); Borehole; Induced seismicity; Focal mechanism; Inversion (geology); Vertical seismic profile; Geodesy; Seismic inversion; Tectonics; Azimuth; Computer science; Optics; Geotechnical engineering","score_opus":0.010100371981356358,"score_gpt":0.2414745783973367,"score_spread":0.23137420641598033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958145471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9098857,0.00011995701,0.08889522,0.00022178577,0.00006793024,0.0003693395,0.00012672937,0.000049129154,0.00026420108],"genre_scores_gemma":[0.9885381,0.000010596811,0.009808693,0.0012612515,0.00003472601,0.0000012093487,0.00006968834,0.00000390846,0.00027183545],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907684,0.0000695864,0.00021469226,0.0002707169,0.000147811,0.00022032106],"domain_scores_gemma":[0.9993352,0.0001565345,0.00015238038,0.00021315741,0.00005289267,0.00008978617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002682508,0.00013976739,0.0003742385,0.00014078147,0.000054381886,0.000020479403,0.00015853212,0.00007147829,0.00007978744],"category_scores_gemma":[0.000013498504,0.00012258741,0.00017243759,0.0003907328,0.000028095792,0.00014883185,0.000007780357,0.00009720182,0.000029808223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040886053,0.00010947333,0.39602417,0.00018942337,0.0016531753,0.0000016614725,0.00069812,0.004158025,0.046808235,0.00022223472,0.0041395132,0.5455871],"study_design_scores_gemma":[0.0014606607,0.00048278077,0.16543736,0.000030985135,0.00058485055,0.0000026725425,0.00009743123,0.8004374,0.013096338,0.016844962,0.0011957729,0.00032876674],"about_ca_topic_score_codex":0.0087852655,"about_ca_topic_score_gemma":0.000033445216,"teacher_disagreement_score":0.7962794,"about_ca_system_score_codex":0.0000021432134,"about_ca_system_score_gemma":0.00006706842,"threshold_uncertainty_score":0.9978153},"labels":[],"label_agreement":null},{"id":"W2961349624","doi":"10.1190/tle38070556.1","title":"Frequency-dependent seismic analysis: Data processing, modeling, and interpretation","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Seismology; Attenuation; Geology; Vertical seismic profile; Interpretation (philosophy); Geophysics; Computer science; Physics; Optics","score_opus":0.027078897331349,"score_gpt":0.2578256074641184,"score_spread":0.23074671013276943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961349624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9028366,0.0024202836,0.07318216,0.0015169658,0.0003236288,0.00023307941,0.000046191504,0.00026858193,0.019172465],"genre_scores_gemma":[0.9966341,0.000058639886,0.000648924,0.0013561642,0.00003973792,4.4416456e-7,0.00012486515,0.000003100577,0.0011340027],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924034,0.00005461856,0.00013251088,0.00027210414,0.00014665099,0.00015374979],"domain_scores_gemma":[0.9994197,0.000040454703,0.000059766357,0.00042206093,0.00002278087,0.000035263394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005400061,0.00008767936,0.00013005725,0.00011151274,0.00011371754,0.00011170294,0.00046476646,0.000034943918,0.00018702763],"category_scores_gemma":[0.000021519714,0.000057815683,0.000024855504,0.0002129089,0.00004582843,0.00038945343,0.000038545284,0.00014582145,0.0003174667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041596824,0.000019256653,0.3276187,0.00009985796,0.00027188694,0.0000051712755,0.005007151,0.05277018,0.0002196946,0.000073848605,0.011836186,0.6020365],"study_design_scores_gemma":[0.00005564483,0.000016612154,0.001053182,0.0000259233,0.00009931219,0.0000057547054,0.00022273677,0.9963358,0.000062402396,0.0010856093,0.0009476741,0.00008935062],"about_ca_topic_score_codex":0.001984519,"about_ca_topic_score_gemma":0.000081635306,"teacher_disagreement_score":0.9435656,"about_ca_system_score_codex":0.000004346246,"about_ca_system_score_gemma":0.000025187635,"threshold_uncertainty_score":0.40804982},"labels":[],"label_agreement":null},{"id":"W2961677924","doi":"10.1111/1365-2478.12846","title":"The attenuated Ricker wavelet basis for seismic trace decomposition and attenuation analysis","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China","keywords":"Wavelet; Seismic trace; Attenuation; Matching pursuit; Geology; Basis (linear algebra); Context (archaeology); Matching (statistics); Basis pursuit; Computer science; Seismology; Algorithm; Mathematics; Artificial intelligence; Statistics; Optics; Paleontology","score_opus":0.007926670011754348,"score_gpt":0.23206752575394918,"score_spread":0.22414085574219483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961677924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99228793,0.00007242568,0.0047681755,0.0016587097,0.00010844953,0.00032156974,0.000018214581,0.000097541655,0.00066699093],"genre_scores_gemma":[0.99775463,0.000010512358,0.001285877,0.00041837557,0.00008571334,0.0000042159727,0.000055358127,0.0000035648193,0.00038172476],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991899,0.00003930494,0.00014986226,0.00025869973,0.00014292353,0.00021926829],"domain_scores_gemma":[0.99926925,0.00040165125,0.00009055015,0.00013703077,0.000059772214,0.000041729847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032265202,0.0000954873,0.00014601245,0.000057385445,0.0004132053,0.00011093694,0.00008965075,0.000035608984,0.000047771162],"category_scores_gemma":[0.000050758983,0.000066796034,0.00009251385,0.00035708398,0.000046249916,0.0001696115,0.000009306219,0.00011097828,0.000076929566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001654488,0.000046282817,0.4857968,0.00005526051,0.00037381827,0.0000015760278,0.0008561156,0.002350649,0.0021063772,0.00044500633,0.0026801715,0.5051225],"study_design_scores_gemma":[0.00015431514,0.000087165514,0.26850867,0.000009958915,0.00010134227,0.000002032057,0.00019926063,0.7258194,0.0012897155,0.0023102204,0.0013974187,0.000120486875],"about_ca_topic_score_codex":0.0012300713,"about_ca_topic_score_gemma":0.00002653469,"teacher_disagreement_score":0.7234688,"about_ca_system_score_codex":0.000008779723,"about_ca_system_score_gemma":0.000009579013,"threshold_uncertainty_score":0.31780827},"labels":[],"label_agreement":null},{"id":"W2962912667","doi":"10.1111/1365-2478.12850","title":"Widely linear denoising of multicomponent seismic data","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Deconvolution; Blind deconvolution; Computer science; Noise (video); Algorithm; Signal processing; Quaternion; Mathematics; Artificial intelligence; Digital signal processing","score_opus":0.025676575223245592,"score_gpt":0.2457910401213694,"score_spread":0.2201144648981238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962912667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953864,0.0000701193,0.0009034865,0.00021262627,0.000233857,0.00016515865,0.000028024238,0.00012971791,0.0028705744],"genre_scores_gemma":[0.9938143,0.0000041869685,0.005441095,0.00033413834,0.00013341363,1.7488057e-7,0.00007564263,0.000004869117,0.0001921792],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894696,0.00003122522,0.00021613728,0.00033808764,0.00023431735,0.00023329044],"domain_scores_gemma":[0.99917585,0.0001307426,0.00011524667,0.00048736128,0.000037303285,0.00005347147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026251,0.000105230516,0.00019718886,0.00004549651,0.000081932834,0.00002312158,0.00040303144,0.000034349065,0.00020886617],"category_scores_gemma":[0.000061680184,0.00008889404,0.00004444131,0.000151362,0.00005649208,0.00029372016,0.00008101713,0.00019253345,0.00049557415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096085765,0.00015014801,0.68369246,0.00021289768,0.00006291606,0.000013626657,0.00067665346,0.0047735623,0.016186997,0.00021843589,0.0020122598,0.29190397],"study_design_scores_gemma":[0.00022233857,0.000091313996,0.043995686,0.000073241805,0.000011947506,0.0000060267826,0.00015702638,0.9399817,0.012019662,0.0011494975,0.0021240984,0.00016743835],"about_ca_topic_score_codex":0.006252605,"about_ca_topic_score_gemma":0.0000062143818,"teacher_disagreement_score":0.93520814,"about_ca_system_score_codex":0.00000483332,"about_ca_system_score_gemma":0.000023567974,"threshold_uncertainty_score":0.94521105},"labels":[],"label_agreement":null},{"id":"W2963483495","doi":"10.1016/j.cageo.2020.104522","title":"Recursive convolutional neural networks in a multiple-point statistics framework","year":2020,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Convolutional neural network; Sensitivity (control systems); Strengths and weaknesses; Point (geometry); Image (mathematics); Artificial intelligence; Data mining; Artificial neural network; Machine learning; Algorithm; Pattern recognition (psychology); Mathematics","score_opus":0.022994123233870928,"score_gpt":0.22203316842987877,"score_spread":0.19903904519600785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963483495","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.077454574,0.0005836585,0.9136033,0.0060764938,0.001533031,0.0002036572,0.000092069604,0.00017876379,0.0002744639],"genre_scores_gemma":[0.91480255,0.000040777115,0.073452406,0.011492812,0.00015371408,8.0590684e-7,0.000047547514,0.0000020045359,0.000007372511],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866134,0.00008837338,0.00021864274,0.00036922027,0.00027129974,0.00039110423],"domain_scores_gemma":[0.99906796,0.00051629625,0.00008147167,0.00009947208,0.00003801808,0.00019675372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024124395,0.00012923345,0.00016188728,0.000078329074,0.00017861798,0.00010006428,0.00044737282,0.000056364315,0.0002751733],"category_scores_gemma":[0.00021647161,0.000111791625,0.00003711465,0.00048064868,0.00038743313,0.0002508201,0.000036932015,0.0002722542,0.000048640468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006600538,0.0000282644,0.6296033,0.000016114407,0.000007798786,0.00008328707,0.0019469245,0.10570504,0.00000289137,0.0011106775,0.06383171,0.197598],"study_design_scores_gemma":[0.00011741296,0.00014489342,0.062586546,0.000025629124,0.0000022409063,0.000006735032,0.00025138346,0.9310055,0.0000074978693,0.003028979,0.002677643,0.00014555755],"about_ca_topic_score_codex":0.0015189644,"about_ca_topic_score_gemma":0.00005547697,"teacher_disagreement_score":0.8401509,"about_ca_system_score_codex":0.000007855359,"about_ca_system_score_gemma":0.000053814278,"threshold_uncertainty_score":0.45587304},"labels":[],"label_agreement":null},{"id":"W2963616548","doi":"10.5555/3019129.3019131","title":"Devito: automated fast finite difference computation","year":2016,"lang":"en","type":"article","venue":"IEEE International Conference on High Performance Computing, Data, and Analytics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Domain-specific language; Abstraction; Domain (mathematical analysis); Stencil; Theoretical computer science; Programming language; Code (set theory); Computation; Variety (cybernetics); Finite difference; Algorithm; Computational science; Artificial intelligence; Mathematics","score_opus":0.05559194547291946,"score_gpt":0.29391785525895203,"score_spread":0.23832590978603257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963616548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94057095,0.000020174477,0.05247307,0.0016270551,0.0011527381,0.00009594691,0.0006061812,0.00041898742,0.0030348992],"genre_scores_gemma":[0.9958353,0.0005124234,0.0019014649,0.0007847559,0.00018485953,2.819875e-7,0.0003984508,0.0000046922282,0.00037778172],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865234,0.000038694052,0.00029409188,0.0004175763,0.0003615813,0.00023572349],"domain_scores_gemma":[0.99906504,0.00022579815,0.00017653228,0.00026696757,0.0001708856,0.000094749994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023688277,0.00018412546,0.0001777925,0.00017306556,0.00018111034,0.00015926821,0.00064288103,0.00006147162,0.00027135314],"category_scores_gemma":[0.00006110273,0.00012791964,0.000021701646,0.00011381306,0.00016908723,0.00036475097,0.00006518428,0.0001395314,0.00016570989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006796593,0.00005088923,0.17058238,0.000032855278,0.00006706833,0.000011058454,0.00012405137,0.0030145822,0.00017952561,0.000582018,0.012835796,0.8124518],"study_design_scores_gemma":[0.000294782,0.00011568836,0.07462093,0.00022915745,0.000010133245,0.000009400348,0.00003020596,0.92227864,0.0003965659,0.0003942816,0.0014256375,0.00019455315],"about_ca_topic_score_codex":0.00033064507,"about_ca_topic_score_gemma":0.000021551412,"teacher_disagreement_score":0.9192641,"about_ca_system_score_codex":0.000012813622,"about_ca_system_score_gemma":0.000058278387,"threshold_uncertainty_score":0.5216412},"labels":[],"label_agreement":null},{"id":"W2963775778","doi":"10.1190/geo2019-0473.1","title":"Mapping full seismic waveforms to vertical velocity profiles by deep learning","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fisheries and Oceans Canada; National Science and Technology Major Project; Mohamed bin Zayed Species Conservation Fund; Saudi Aramco; European Regional Development Fund; Fundación Charles Darwin; Instituto Nacional de Pesquisas da Amazônia; Ben-Gurion University of the Negev; Institut Polaire Français Paul Emile Victor; Liber Ero Foundation; Centre National de la Recherche Scientifique; King Abdullah University of Science and Technology; Fundação para a Ciência e a Tecnologia; A.G. Leventis Foundation; Centre National d’Etudes Spatiales; Disney Conservation Fund; Agence Nationale de la Recherche; Agência Regional para o Desenvolvimento da Investigação, Tecnologia e Inovação; University of Tasmania; Ministerio de Ciencia e Innovación; European Commission; National Geographic Society; Instituto de Investigación de Recursos Biológicos Alexander von Humboldt; Cape Eleuthera Foundation; BC Hydro; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Primate Conservation; ArcticNet; Ministerio para la Transición Ecológica y el Reto Demográfico; Gordon and Betty Moore Foundation; Agencia Estatal de Investigación; Commission for Environmental Cooperation; Ministry of Education, India; Holsworth Wildlife Research Endowment; Ministry of Environment and Sustainable Development; Ministry of Environment; National Oceanic and Atmospheric Administration; Florida Fish and Wildlife Conservation Commission; National Aeronautics and Space Administration; Fondation Bertarelli; National Science Foundation","keywords":"Overfitting; Computer science; Convolutional neural network; Inversion (geology); Exploit; Pattern recognition (psychology); Geology; Artificial neural network; Midpoint; Waveform; Artificial intelligence; Algorithm; Seismology; Mathematics","score_opus":0.008825939456666753,"score_gpt":0.1986011527336905,"score_spread":0.18977521327702374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963775778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744115,0.00017452757,0.017868433,0.00135264,0.00024038607,0.00009544371,0.000020231579,0.0002388257,0.005598006],"genre_scores_gemma":[0.9908982,0.000034074532,0.003508833,0.0042596953,0.00012284971,0.0000017269517,0.00023692027,0.0000059619924,0.0009317322],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896634,0.00004904771,0.00014283415,0.0002749869,0.00022344946,0.0003433666],"domain_scores_gemma":[0.9995672,0.000052320025,0.000023037896,0.0001577983,0.00006257229,0.00013708504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012029209,0.00012376993,0.00014808303,0.000035540023,0.00021306692,0.00007048072,0.00014579274,0.000054429882,0.00043182078],"category_scores_gemma":[0.00006129771,0.0001096056,0.000058713707,0.00031284319,0.000047489055,0.00016237092,0.000034423694,0.00024183172,0.0009554271],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003528379,0.00005301843,0.029559001,0.00006287421,0.000039073526,0.000051801493,0.0017131937,0.0014274315,0.006168782,0.0000675198,0.05873897,0.90208304],"study_design_scores_gemma":[0.000427063,0.00033491757,0.059022844,0.000109133325,0.00002369798,0.000053315034,0.0030091568,0.46221367,0.07994696,0.0065356703,0.387381,0.00094261416],"about_ca_topic_score_codex":0.0009574542,"about_ca_topic_score_gemma":0.00000865034,"teacher_disagreement_score":0.90114045,"about_ca_system_score_codex":0.0000097501415,"about_ca_system_score_gemma":0.000044500557,"threshold_uncertainty_score":0.99982244},"labels":[],"label_agreement":null},{"id":"W2963915532","doi":"10.1111/1365-2478.12854","title":"High‐resolution seismic imaging of crooked two‐dimensional profiles in greenstone belts of the Canadian shield: results from the Swayze area, Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Laurentian University","funders":"","keywords":"Greenstone belt; Geology; Seismology; Dome (geology); Reflection (computer programming); Prestack; Archean; Geochemistry; Paleontology","score_opus":0.0069987033684472365,"score_gpt":0.17869982739430335,"score_spread":0.1717011240258561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963915532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467325,0.000035107434,0.0000020328582,0.0026224838,0.00036953078,0.00029537393,0.0001858939,0.000015360783,0.0018009857],"genre_scores_gemma":[0.9983502,4.1699587e-7,0.00027104543,0.0009969581,0.00006380023,0.0000010140996,0.00007322812,0.0000037946188,0.00023954474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998632,0.00007162595,0.0003292756,0.00027604905,0.00038253202,0.00030849583],"domain_scores_gemma":[0.9990671,0.00029395052,0.0002060096,0.00030569002,0.00006441094,0.00006279022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003037912,0.00012742751,0.00020692508,0.000043801723,0.00021943223,0.000019437715,0.00030609494,0.000035325167,0.00017834741],"category_scores_gemma":[0.000085333464,0.000081770326,0.00005693763,0.00024226532,0.00012679453,0.000107941465,0.000037562797,0.0003829357,0.000008233372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006608627,0.0000149218085,0.9773747,0.000008401682,0.0000141726105,0.000004961111,0.0008610005,0.011977464,0.00041311124,0.000103498685,0.0039133653,0.0052483347],"study_design_scores_gemma":[0.00039153133,0.000021537448,0.92438704,0.00013452923,0.000008469599,0.0000019117874,0.00016377858,0.06950228,0.0032418761,0.0017845674,0.0002494931,0.00011300793],"about_ca_topic_score_codex":0.99995744,"about_ca_topic_score_gemma":0.99964756,"teacher_disagreement_score":0.05752482,"about_ca_system_score_codex":0.00012729374,"about_ca_system_score_gemma":0.00095840206,"threshold_uncertainty_score":0.33344972},"labels":[],"label_agreement":null},{"id":"W2965849894","doi":"10.1093/jge/gxz051","title":"Low-frequency noise suppression for desert seismic data based on a wide inference network","year":2019,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Noise reduction; Computer science; Noise (video); Inference; Deconvolution; Set (abstract data type); Residual; Data mining; Desert (philosophy); Mode (computer interface); Algorithm; Pattern recognition (psychology); Artificial intelligence","score_opus":0.011665118686240816,"score_gpt":0.21003764809953804,"score_spread":0.19837252941329722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965849894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938253,0.00023629368,0.059831746,0.00037987184,0.0008084888,0.00013267502,0.00004063249,0.000032657023,0.0002846412],"genre_scores_gemma":[0.9907554,0.000055618162,0.008445243,0.0005234181,0.00016786321,2.0251863e-7,0.000028637794,0.0000043710425,0.000019241385],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943906,0.000008513411,0.00015655713,0.00010786213,0.0001301968,0.00015778172],"domain_scores_gemma":[0.99937534,0.00024336133,0.00008875701,0.00018357822,0.000040645165,0.00006832398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023979464,0.00008844086,0.00014631411,0.00005420672,0.00004000998,0.000040815772,0.00022433416,0.000031033807,0.000026330623],"category_scores_gemma":[0.000052819913,0.00006814485,0.000036490277,0.00007609956,0.000009182661,0.00029093926,0.000013507692,0.0001441214,0.00000588835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015065745,0.000038701277,0.072180755,0.0002613424,0.000038083872,0.000013887897,0.000073204195,0.8362429,0.0020812303,0.000083826446,0.0119086215,0.07692675],"study_design_scores_gemma":[0.0002488962,0.00021412566,0.01178212,0.00029643552,0.000010430275,0.0000037693767,0.0000073383167,0.9823141,0.00042270732,0.0007183858,0.0038837215,0.000097939825],"about_ca_topic_score_codex":0.00008021418,"about_ca_topic_score_gemma":4.92709e-7,"teacher_disagreement_score":0.1460712,"about_ca_system_score_codex":0.0000034584732,"about_ca_system_score_gemma":0.000036364614,"threshold_uncertainty_score":0.27788663},"labels":[],"label_agreement":null},{"id":"W2966112934","doi":"10.1111/1365-2478.12855","title":"Deep reflection seismic imaging of iron‐oxide deposits in the Ludvika mining area of central Sweden","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Geophone; Geology; Economic geology; Mineralization (soil science); Regional geology; Drilling; Gemology; Seismology; Environmental geology; Mining engineering; Mineral resource classification; Mineralogy; Engineering geology; Volcanism; Geochemistry; Tectonics; Soil science","score_opus":0.010812524347752728,"score_gpt":0.22247342038654552,"score_spread":0.2116608960387928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966112934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932337,0.000102979146,0.00047766624,0.00017631403,0.00013226636,0.00018868686,0.0000018557936,0.000043054595,0.0056434902],"genre_scores_gemma":[0.9984736,0.000004883454,0.0011473908,0.00025559872,0.000053516073,9.084865e-7,0.000008552706,0.000003922535,0.0000516642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989475,0.00006770419,0.00026380233,0.0002161195,0.00021647346,0.00028842516],"domain_scores_gemma":[0.9994408,0.00016618923,0.00016149704,0.00017149415,0.000031539326,0.000028513507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002782464,0.00010592181,0.00018912494,0.000076782904,0.00007250593,0.000024241119,0.00021049053,0.00003052423,0.000040463266],"category_scores_gemma":[0.000047972782,0.000078819656,0.00007000709,0.00031566498,0.00005914878,0.00020321636,0.000017146127,0.00019906959,0.000013606291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029652696,0.000032161042,0.96539307,0.000051152398,0.0000054592792,0.0000033014692,0.0017030309,0.0022378643,0.004867848,0.000033880002,0.00008909583,0.025553508],"study_design_scores_gemma":[0.00022770574,0.000092742,0.5847597,0.0001110143,0.0000120834275,0.000017140019,0.002342755,0.3951557,0.016146174,0.00095299544,0.00004938455,0.00013259277],"about_ca_topic_score_codex":0.0064137555,"about_ca_topic_score_gemma":0.00009706043,"teacher_disagreement_score":0.39291784,"about_ca_system_score_codex":0.000011231785,"about_ca_system_score_gemma":0.000019288229,"threshold_uncertainty_score":0.96957225},"labels":[],"label_agreement":null},{"id":"W2966146981","doi":"10.1190/geo2018-0848.1","title":"Rock physics of the Wolfcamp Formation, Delaware Basin","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Petrophysics; Anisotropy; Amplitude versus offset; Geology; Kerogen; Mineralogy; Porosity; Isotropy; Permeability (electromagnetism); Lithology; Seismic inversion; Petrology; Amplitude; Structural basin; Source rock; Geometry; Geomorphology; Geotechnical engineering; Chemistry; Optics","score_opus":0.007942662990563957,"score_gpt":0.18104125376779173,"score_spread":0.17309859077722778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966146981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804202,0.000059798786,0.002996439,0.00049920805,0.00046835144,0.00020365216,0.00006290119,0.00008089944,0.015208601],"genre_scores_gemma":[0.9976069,0.000009000888,0.00032306547,0.0013498387,0.000054414853,3.0835963e-7,0.00003234574,0.0000022061326,0.0006219527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994664,0.000027557715,0.00011205823,0.000089103516,0.0001805476,0.00012429566],"domain_scores_gemma":[0.9995518,0.00003388266,0.00008897749,0.00025148797,0.000053028085,0.000020870606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064868305,0.0000686955,0.0000937124,0.000011944673,0.00006926436,0.000013848565,0.00022319429,0.000026269401,0.00028890104],"category_scores_gemma":[0.0000066651955,0.000046081008,0.00007079346,0.00018780582,0.000023994364,0.00024402639,0.000016351472,0.00008487268,0.0005029078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036291323,0.00007142454,0.54897004,0.0002275596,0.00004137015,8.7902396e-7,0.0017909453,0.0072553754,0.00071786164,0.0027414837,0.11293314,0.3252136],"study_design_scores_gemma":[0.00083538826,0.00027047284,0.34091863,0.00023496481,0.00005704302,0.00001228589,0.0012553578,0.31084877,0.095830396,0.08661672,0.16239537,0.00072458765],"about_ca_topic_score_codex":0.00090555445,"about_ca_topic_score_gemma":0.000004782107,"teacher_disagreement_score":0.32448903,"about_ca_system_score_codex":0.0000026167925,"about_ca_system_score_gemma":0.000026978752,"threshold_uncertainty_score":0.64640296},"labels":[],"label_agreement":null},{"id":"W2966417462","doi":"10.1190/geo2018-0500.1","title":"Strong random noise attenuation by shearlet transform and time-frequency peak filtering","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Wavelet; Wavelet transform; Noise (video); Smoothing; SIGNAL (programming language); Thresholding; Mathematics; Noise reduction; Energy (signal processing); Algorithm; Stationary wavelet transform; Computer science; Acoustics; Discrete wavelet transform; Artificial intelligence; Statistics; Image (mathematics); Physics","score_opus":0.0053116537063023096,"score_gpt":0.18265095322742864,"score_spread":0.17733929952112631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966417462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745905,0.00020571079,0.0012937697,0.0004933555,0.0001418526,0.00022620449,0.00009066325,0.00011604543,0.022841914],"genre_scores_gemma":[0.9974354,0.00004320257,0.0006012622,0.00045964788,0.000043014352,9.3548624e-7,0.00021172412,0.000004042497,0.0012007563],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938565,0.000022158983,0.00010509723,0.00017128684,0.00013832837,0.00017746331],"domain_scores_gemma":[0.999734,0.000043957523,0.000033480683,0.000120590055,0.000017330978,0.00005062712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012054997,0.00009556716,0.00012195984,0.000027632814,0.000075000644,0.00004770218,0.000088116685,0.000034568617,0.00073880405],"category_scores_gemma":[0.0000042189804,0.00008462893,0.000033779415,0.000069322006,0.000035360692,0.00032867223,0.0000050372964,0.000092357506,0.0005432535],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012286431,0.00003977642,0.07585545,0.0001279091,0.00004796162,0.000004776758,0.0011468788,0.00021897542,0.03350652,0.00014212019,0.034262612,0.85452414],"study_design_scores_gemma":[0.009605054,0.0016493445,0.19574817,0.00039673736,0.000175462,0.000041304473,0.0009726356,0.62393886,0.042025574,0.030253708,0.09250273,0.0026904282],"about_ca_topic_score_codex":0.0017852808,"about_ca_topic_score_gemma":0.0000029727523,"teacher_disagreement_score":0.8518337,"about_ca_system_score_codex":0.000003361083,"about_ca_system_score_gemma":0.0000131683555,"threshold_uncertainty_score":0.8089386},"labels":[],"label_agreement":null},{"id":"W2966995266","doi":"10.1190/segam2019-3212531.1","title":"Nonlinear inversion for stress- and fluid-sensitive parameters","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Nonlinear system; Geology; Seismic inversion; Stacking; Workflow; Amplitude; Non-linear least squares; Algorithm; Estimation theory; Computer science; Mathematics; Seismology; Optics; Geometry; Physics","score_opus":0.012456341932697037,"score_gpt":0.21278054918759104,"score_spread":0.200324207254894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966995266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98956287,0.00004408972,0.00082958804,0.000627459,0.0001696577,0.0002283758,0.000071107526,0.00009119679,0.008375686],"genre_scores_gemma":[0.9694445,0.000044248707,0.025369043,0.003813948,0.000020890579,3.5353395e-7,0.00009935802,0.0000021559124,0.0012055166],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954486,0.000014637016,0.00006894517,0.00016548752,0.00007453078,0.00013156931],"domain_scores_gemma":[0.99968636,0.00012976195,0.000021087293,0.000084587155,0.000024584819,0.000053632528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097238786,0.000066010056,0.000083989384,0.0000491552,0.000052657655,0.00002633845,0.000051411334,0.000036016354,0.0003184101],"category_scores_gemma":[0.00001771416,0.000050435785,0.000027945098,0.000044555818,0.000044122735,0.00013411454,0.0000069335374,0.0000407192,0.00013793778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026103703,0.000034078195,0.59942263,0.00015119076,0.000051088024,0.0000069008224,0.0005676254,0.00028046867,0.001012629,0.00024467488,0.08727188,0.31069583],"study_design_scores_gemma":[0.0007574002,0.000601502,0.011222435,0.00006329363,0.000018221072,0.00000822426,0.0016249368,0.8330842,0.10073352,0.00091845053,0.050628323,0.00033948288],"about_ca_topic_score_codex":0.0019414307,"about_ca_topic_score_gemma":0.0000193474,"teacher_disagreement_score":0.8328037,"about_ca_system_score_codex":0.000001594341,"about_ca_system_score_gemma":0.000010568706,"threshold_uncertainty_score":0.34863675},"labels":[],"label_agreement":null},{"id":"W2967052740","doi":"10.1190/geo2018-0259.1","title":"A plane-wave formulation and numerical analysis of elastic multicomponent inverse scattering series internal multiple prediction","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Algorithm; Inverse problem; Series (stratigraphy); Inverse; Inverse scattering problem; Computer science; Process (computing); Domain (mathematical analysis); Plane (geometry); Plane wave; Time series; Time domain; Scattering; Mathematics; Geology; Mathematical analysis; Geometry; Physics; Optics; Machine learning; Seismology","score_opus":0.011313723234210808,"score_gpt":0.19103803089576765,"score_spread":0.17972430766155684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967052740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540037,0.000009793761,0.004058636,0.000040336898,0.00013083695,0.00007659842,0.000083759776,0.000043300875,0.00015634912],"genre_scores_gemma":[0.9983231,0.000008665336,0.0013028694,0.00008948842,0.000023914312,4.5544084e-7,0.00020218919,0.0000019863521,0.00004733862],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994492,0.000020357342,0.00014700445,0.00014350768,0.00013155586,0.000108369524],"domain_scores_gemma":[0.99968785,0.00006800789,0.00008010791,0.000101121914,0.000023420158,0.00003951442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006006227,0.00007620966,0.00015697458,0.00012298321,0.00003892302,0.000017823777,0.000045460874,0.000028290031,0.000111313755],"category_scores_gemma":[0.000010268318,0.00006715895,0.00005077674,0.00018379501,0.00003414921,0.0002467994,0.000014814589,0.000065458735,0.000025606916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008148888,0.00001491142,0.9768449,0.000030132369,0.00012447593,9.942125e-7,0.00046361558,0.006933735,0.0028736617,0.000015184746,0.00007557667,0.012541319],"study_design_scores_gemma":[0.000114371884,0.0000611765,0.42811206,0.000012627993,0.000064944,0.0000018161137,0.00007994971,0.5700633,0.0011986205,0.000085238884,0.00015867382,0.000047259025],"about_ca_topic_score_codex":0.0030058327,"about_ca_topic_score_gemma":0.00002671679,"teacher_disagreement_score":0.56312954,"about_ca_system_score_codex":0.0000046219047,"about_ca_system_score_gemma":0.0000066374732,"threshold_uncertainty_score":0.45439398},"labels":[],"label_agreement":null},{"id":"W2967110058","doi":"10.1190/segam2019-3216638.1","title":"A numerical solver for least-squares sub-problems in 3D wavefield reconstruction inversion and related problem formulations","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Solver; Inversion (geology); Algorithm; Computer science; Discretization; Computation; Quadratic equation; Helmholtz equation; Least-squares function approximation; Mathematical optimization; Mathematics; Geology; Geometry; Mathematical analysis; Seismology","score_opus":0.010703085626884988,"score_gpt":0.19895316086985945,"score_spread":0.18825007524297446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967110058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704091,0.00010886523,0.0038583302,0.0011916249,0.000277804,0.0007145676,0.000010645071,0.00016832897,0.023260739],"genre_scores_gemma":[0.99005616,0.000044474997,0.008763186,0.00038537575,0.000010379493,0.0000028796474,0.00005120698,0.0000029525993,0.00068338204],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999299,0.000023294831,0.00019369466,0.00021709125,0.00008593046,0.00018101123],"domain_scores_gemma":[0.99968654,0.00009796936,0.000050352617,0.00008906278,0.000026517977,0.000049573267],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018198055,0.00008649499,0.00011743199,0.00013756297,0.000079123805,0.000030861564,0.00005639713,0.00009248195,0.0009293208],"category_scores_gemma":[0.000016215048,0.00007064521,0.000033993394,0.0001532814,0.00003463763,0.0003779405,0.000006787831,0.000113205955,0.000071368915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004849026,0.000015511923,0.6204707,0.00006902835,0.000010237075,5.8735145e-7,0.00033856338,0.0016808461,0.00031531247,0.00029317438,0.004308868,0.37244865],"study_design_scores_gemma":[0.000757521,0.00027631034,0.025595527,0.000089038265,0.000008318281,0.0000342168,0.00022729523,0.9513873,0.001250899,0.015299348,0.004853037,0.00022120752],"about_ca_topic_score_codex":0.00300675,"about_ca_topic_score_gemma":0.00010966171,"teacher_disagreement_score":0.94970644,"about_ca_system_score_codex":0.0000063998077,"about_ca_system_score_gemma":0.000021621327,"threshold_uncertainty_score":0.99998397},"labels":[],"label_agreement":null},{"id":"W2967127111","doi":"10.1190/segam2019-3215762.1","title":"A theory-guided deep learning formulation of seismic waveform inversion","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Waveform; Computer science; Seismic inversion; Geology; Artificial intelligence; Seismology; Physics; Telecommunications; Meteorology","score_opus":0.010899810669762672,"score_gpt":0.2112317687547653,"score_spread":0.20033195808500262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967127111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87209475,0.000045837518,0.006718513,0.00012006098,0.00013027432,0.00012624986,0.0000014931899,0.00013464187,0.1206282],"genre_scores_gemma":[0.99378705,0.00002359449,0.0014809355,0.00077595375,0.000013375152,1.4621601e-7,0.000049009657,0.0000023308496,0.0038675792],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993618,0.00004663932,0.00015747362,0.00012922988,0.00016214827,0.000142697],"domain_scores_gemma":[0.9996448,0.0000809977,0.00008065301,0.00011709204,0.000038092054,0.000038354006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003683908,0.000073461226,0.000108275526,0.000109003086,0.00005796992,0.00001211496,0.00010918133,0.000039690294,0.0049091787],"category_scores_gemma":[0.000028396713,0.000054487824,0.000050641105,0.00012882949,0.000023195604,0.00027437566,0.000010528608,0.0000961031,0.0005093714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007254306,0.000011189682,0.4946717,0.00005199679,0.00001634089,0.000001016158,0.0007043189,0.0067198407,0.0006924444,0.0016443569,0.0028712002,0.49254307],"study_design_scores_gemma":[0.0002649952,0.00013762029,0.016127666,0.000023632847,0.000007062904,0.0000055854653,0.0006561421,0.9486406,0.014021087,0.0063287634,0.013664919,0.00012196342],"about_ca_topic_score_codex":0.0021616814,"about_ca_topic_score_gemma":0.000009125341,"teacher_disagreement_score":0.9419207,"about_ca_system_score_codex":0.000004915981,"about_ca_system_score_gemma":0.00001324262,"threshold_uncertainty_score":0.99600047},"labels":[],"label_agreement":null},{"id":"W2967243551","doi":"10.1190/segam2019-3212559.1","title":"Estimating indicators of oil-bearing fractured reservoirs from frequency components of azimuthal seismic data","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Azimuth; Bearing (navigation); Geology; Petroleum engineering; Seismology; Computer science","score_opus":0.02627312771925564,"score_gpt":0.24635410989628112,"score_spread":0.22008098217702549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967243551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98647517,0.00016570842,0.00083067606,0.00014743081,0.00027960885,0.00006086467,0.00033135788,0.000073275034,0.011635935],"genre_scores_gemma":[0.95615387,0.000010163286,0.042537037,0.00027083216,0.00002838305,1.2380747e-7,0.00084617705,0.000004133007,0.00014927518],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876904,0.000058594338,0.00035141263,0.00030202925,0.0003346355,0.00018425661],"domain_scores_gemma":[0.9987772,0.00019003866,0.0002467874,0.0006955842,0.00002504185,0.00006535729],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033779538,0.00011451621,0.0002530015,0.00016984533,0.000043859258,0.0000163976,0.00083390845,0.000075294614,0.0025940628],"category_scores_gemma":[0.00007260026,0.000093404786,0.00003822875,0.00020280507,0.00008846417,0.00037661847,0.00009063348,0.00017153045,0.000093977505],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002112804,0.000022014232,0.94244236,0.000071312366,0.000037554135,0.0000023962434,0.0004236691,0.0012993453,0.0018870134,0.0000097604425,0.0018320043,0.05195146],"study_design_scores_gemma":[0.0003527955,0.00006961464,0.11787331,0.00019138589,0.000019240106,0.0000019649128,0.0003225896,0.8646373,0.013349027,0.0012233531,0.0017576362,0.00020178416],"about_ca_topic_score_codex":0.062114406,"about_ca_topic_score_gemma":0.000043235425,"teacher_disagreement_score":0.86333793,"about_ca_system_score_codex":0.0000032681337,"about_ca_system_score_gemma":0.000038326714,"threshold_uncertainty_score":0.9983177},"labels":[],"label_agreement":null},{"id":"W2967348191","doi":"10.1190/segam2019-3213158.1","title":"Microseismic and seismic noise attenuation by supervised deep learning with noisy natural images","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Attenuation; Geology; Noise (video); Seismology; Natural (archaeology); Acoustics; Computer science; Artificial intelligence; Image (mathematics); Optics","score_opus":0.003471310597324124,"score_gpt":0.1776173300620321,"score_spread":0.17414601946470798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967348191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99149877,0.0010420934,0.001357327,0.0009664345,0.000101967926,0.00017343613,0.000009890092,0.00021436889,0.004635699],"genre_scores_gemma":[0.988455,0.00009302452,0.0020350458,0.0038673948,0.000016897491,6.787285e-7,0.00018648923,0.000006227752,0.005339222],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911004,0.00005274973,0.000121709156,0.00029761175,0.00017159396,0.00024628048],"domain_scores_gemma":[0.9996429,0.00007203844,0.00004976475,0.0001235163,0.00004122912,0.00007053561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015899417,0.00014885131,0.00014291194,0.000078771525,0.00013464109,0.00010607651,0.00011805101,0.000048378628,0.0008964406],"category_scores_gemma":[0.00001035613,0.00010683736,0.000025209716,0.00012303666,0.0000834754,0.00040743695,0.0000116883775,0.0002176583,0.00033651476],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067027526,0.000011007569,0.7917047,0.00003573794,0.000019397232,0.000004382132,0.00030796923,0.0005678283,0.012484358,0.000003513301,0.017567746,0.17722635],"study_design_scores_gemma":[0.0012616477,0.0004371216,0.12508787,0.00005757046,0.00002825022,0.00007074616,0.0012430915,0.79390454,0.029935285,0.000098680044,0.047243826,0.00063135254],"about_ca_topic_score_codex":0.0041146623,"about_ca_topic_score_gemma":0.0000189563,"teacher_disagreement_score":0.79333675,"about_ca_system_score_codex":0.0000048602387,"about_ca_system_score_gemma":0.000015360705,"threshold_uncertainty_score":0.98153955},"labels":[],"label_agreement":null},{"id":"W2967362578","doi":"10.1190/segam2019-3214858.1","title":"A multiscale full-waveform inversion strategy for sparse wide-angle datasets","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Computer science; Smoothing; Algorithm; Offset (computer science); Geology; Synthetic data; Seismology; Computer vision","score_opus":0.02739333625619146,"score_gpt":0.23877324089526705,"score_spread":0.21137990463907558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967362578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93889326,0.00013231063,0.008315624,0.0013022836,0.000799991,0.0010682745,0.0010009902,0.00047385812,0.048013415],"genre_scores_gemma":[0.9816201,0.000019477218,0.010024627,0.0032043855,0.000039377646,0.0000016511001,0.0015864412,0.000004313703,0.0034996348],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991421,0.000017676053,0.00015265294,0.00026280267,0.00015338711,0.00027137643],"domain_scores_gemma":[0.99945706,0.000111407644,0.000049003273,0.00025563824,0.000025178868,0.000101724996],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021150743,0.000115665964,0.00013118744,0.00007477075,0.00009153349,0.000050061913,0.00020776269,0.00006311861,0.006305751],"category_scores_gemma":[0.000022388096,0.00008703255,0.0000587322,0.000093949435,0.000041671487,0.00039150362,0.000016461467,0.00007854946,0.0017823925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016035612,0.000038824186,0.06878378,0.00006129243,0.000019073974,0.0000058694786,0.000074680574,0.00043713575,0.00049976853,0.00017468238,0.7253702,0.20437433],"study_design_scores_gemma":[0.00095267006,0.00068386114,0.008927573,0.000033161217,0.000016807135,0.0000147951505,0.00046812618,0.47796127,0.011654047,0.0020905167,0.49681315,0.0003840478],"about_ca_topic_score_codex":0.0041120555,"about_ca_topic_score_gemma":0.00014131247,"teacher_disagreement_score":0.47752413,"about_ca_system_score_codex":0.0000053153976,"about_ca_system_score_gemma":0.000030523308,"threshold_uncertainty_score":0.9989948},"labels":[],"label_agreement":null},{"id":"W2967590721","doi":"10.1190/segam2019-3196450.1","title":"Pure P- and S-wave elastic reverse time migration with adjoint state method imaging condition","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Seismic migration; Amplitude; Curl (programming language); Displacement (psychology); Particle displacement; Physics; Vertical displacement; State (computer science); P wave; Mathematical analysis; Geometry; Optics; Geology; Algorithm; Mathematics; Computer science; Geophysics","score_opus":0.006272687843678947,"score_gpt":0.20114720542774545,"score_spread":0.1948745175840665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967590721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9296839,0.00014384865,0.042978045,0.0031547418,0.00017954015,0.00044458205,0.00006209765,0.00037362735,0.022979604],"genre_scores_gemma":[0.9604485,0.000030725565,0.030409377,0.0027911135,0.000018209961,6.840968e-7,0.0001529297,0.0000040481173,0.0061444296],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994054,0.000051788687,0.0000937985,0.00019143078,0.00012428038,0.00013329051],"domain_scores_gemma":[0.99970514,0.000062877065,0.00004921703,0.00009684483,0.000032464017,0.000053454707],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021242721,0.00008691125,0.00009675914,0.00007298691,0.00005667012,0.000053435546,0.000033254186,0.000018249482,0.003288209],"category_scores_gemma":[0.00000947368,0.000060509283,0.000014979345,0.000078544246,0.000037291018,0.00034410006,0.000004974496,0.00007733843,0.00044089736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031308798,0.000035561283,0.29568708,0.00015371374,0.00007141264,0.00010661209,0.0019472622,0.0014471161,0.0071238535,0.00019734506,0.20701927,0.4858977],"study_design_scores_gemma":[0.0007633342,0.00040673776,0.039186783,0.00012971034,0.000039372517,0.00033751823,0.00087279634,0.90872717,0.01296371,0.0036477246,0.03245104,0.00047411266],"about_ca_topic_score_codex":0.0019346449,"about_ca_topic_score_gemma":0.000051946274,"teacher_disagreement_score":0.90728,"about_ca_system_score_codex":0.0000034791626,"about_ca_system_score_gemma":0.000018379065,"threshold_uncertainty_score":0.9976229},"labels":[],"label_agreement":null},{"id":"W2967598764","doi":"10.1190/segam2019-3215370.1","title":"Parameter cross-talk and leakage between spatially-separated unknowns in viscoelastic FWI","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Viscoelasticity; Leakage (economics); Computer science; Geology; Physics; Thermodynamics; Economics","score_opus":0.012807259145001129,"score_gpt":0.24368507665934264,"score_spread":0.2308778175143415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967598764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97988683,0.00006868146,0.0003415034,0.0001388271,0.00012148645,0.00014501446,0.000018257086,0.0001037117,0.019175714],"genre_scores_gemma":[0.99613434,0.000017576249,0.00080164615,0.0006001175,0.000026291576,4.7636178e-7,0.000056661018,0.0000033465556,0.002359566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991227,0.00004661716,0.00018833803,0.000261686,0.00013176251,0.0002489209],"domain_scores_gemma":[0.9994895,0.00022991984,0.00003852672,0.0001469741,0.00001717423,0.000077928555],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002147478,0.00011807673,0.00017455374,0.00012095828,0.000044198,0.00009837269,0.00012914934,0.00007418751,0.004036327],"category_scores_gemma":[0.000038763734,0.000091439455,0.00002603203,0.00016238194,0.000089528636,0.0002689516,0.000015688067,0.00014552381,0.00078826287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001117394,0.0000043803093,0.98623353,0.000009583022,0.0000044716353,0.0000067262768,0.00004589281,0.00015930003,0.000040321847,0.000008286544,0.00047492937,0.013001402],"study_design_scores_gemma":[0.0003569842,0.00015987449,0.93357384,0.000026106027,0.0000055753635,0.0000075151866,0.000030149069,0.05490707,0.0020830638,0.00065846014,0.007988088,0.00020325331],"about_ca_topic_score_codex":0.008797247,"about_ca_topic_score_gemma":0.00022460702,"teacher_disagreement_score":0.054747768,"about_ca_system_score_codex":0.0000035790379,"about_ca_system_score_gemma":0.000022086897,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W2967606457","doi":"10.1190/segam2019-3214351.1","title":"Enhanced presalt imaging using iterative least-squares migration: A case study in Santos basin, Brazil","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic migration; Geology; Pascal (unit); Submarine pipeline; Computer science; Structural basin; Least-squares function approximation; Seismology; Algorithm; Mathematics; Geomorphology; Geotechnical engineering; Statistics","score_opus":0.01586729051138841,"score_gpt":0.2690947397595129,"score_spread":0.2532274492481245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967606457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904195,0.00011133715,0.0016412374,0.0002399341,0.00017253826,0.00050552294,0.000008476259,0.00011776409,0.006783655],"genre_scores_gemma":[0.99640805,0.0000044172907,0.0015812364,0.0013953075,0.000036912483,0.0000018036715,0.000011608584,0.0000041328794,0.0005565137],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882907,0.0001540429,0.00024274967,0.00033376005,0.00019547752,0.00024487602],"domain_scores_gemma":[0.99952084,0.00010074258,0.00006389335,0.0002036078,0.000052012187,0.0000589006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028485816,0.00014731065,0.00017931819,0.00019177244,0.00011401905,0.00012734933,0.000121090154,0.000027973108,0.0028621564],"category_scores_gemma":[0.000022510623,0.000120122,0.00003702336,0.00026193564,0.000038842703,0.00065633154,0.00001514392,0.00013886852,0.000119895245],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031655665,0.000058105503,0.9636972,0.000010987228,0.000008360442,0.00040675997,0.0058614765,0.0006575901,0.0005152953,0.0000041488634,0.0013251593,0.027423257],"study_design_scores_gemma":[0.0015367417,0.00047493773,0.08384831,0.00013311434,0.000024002358,0.0009999247,0.05252331,0.8410246,0.016737819,0.00017952955,0.0018401687,0.00067754544],"about_ca_topic_score_codex":0.075024515,"about_ca_topic_score_gemma":0.004366151,"teacher_disagreement_score":0.8798489,"about_ca_system_score_codex":0.000010973168,"about_ca_system_score_gemma":0.000051751766,"threshold_uncertainty_score":0.9980494},"labels":[],"label_agreement":null},{"id":"W2967613219","doi":"10.1190/segam2019-3214183.1","title":"Vector-valued seismic data denoising via widely-linear autoregressive models","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Autoregressive model; Exploit; Noise (video); Noise reduction; Algorithm; Data mining; Artificial intelligence; Mathematics; Image (mathematics); Statistics","score_opus":0.03853166481058884,"score_gpt":0.25126668410219155,"score_spread":0.2127350192916027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967613219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61303574,0.0018575152,0.21691376,0.0032503805,0.0025763644,0.0010318229,0.0003793545,0.0021715371,0.15878354],"genre_scores_gemma":[0.9810926,0.000029979648,0.012200938,0.0034313912,0.0000958762,2.8639826e-7,0.00043553766,0.00000767351,0.0027057193],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99860597,0.00006500408,0.00021105583,0.00047763356,0.00031148852,0.0003288729],"domain_scores_gemma":[0.99884456,0.00007773947,0.000084260326,0.00083736103,0.00004682557,0.00010925072],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034972676,0.00016677794,0.00019607836,0.000096242045,0.00014044775,0.00006455955,0.00075319153,0.00007909502,0.0029277347],"category_scores_gemma":[0.000022129308,0.00012894782,0.000043326156,0.00013117147,0.00006591664,0.00096292986,0.0000768567,0.0001821387,0.0017369204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022405392,0.00009735918,0.122384876,0.00015311831,0.00020115734,0.00010251795,0.0012088652,0.08160137,0.0011745685,0.0010262948,0.30527782,0.48654798],"study_design_scores_gemma":[0.0001746865,0.00004970885,0.0010137699,0.000031182477,0.000011824538,0.000020445814,0.00008249522,0.9780648,0.0013715778,0.0016509851,0.017320624,0.0002079105],"about_ca_topic_score_codex":0.01070641,"about_ca_topic_score_gemma":0.000040421484,"teacher_disagreement_score":0.8964634,"about_ca_system_score_codex":0.0000072813623,"about_ca_system_score_gemma":0.00005710743,"threshold_uncertainty_score":0.99904037},"labels":[],"label_agreement":null},{"id":"W2967634416","doi":"10.1190/segam2019-3214777.1","title":"Log-validated waveform inversion of reflection data with wavelet phase and amplitude updating","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Wavelet; Amplitude; Inversion (geology); Waveform; Offset (computer science); Maxima and minima; Algorithm; Computer science; Wavelet transform; Reflection (computer programming); Geology; Data set; Set (abstract data type); Seismology; Data mining; Mathematics; Artificial intelligence; Telecommunications; Optics; Physics","score_opus":0.03241935478074945,"score_gpt":0.2736628941812064,"score_spread":0.24124353940045692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967634416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794793,0.000027841515,0.0015612623,0.0002794019,0.00006667772,0.00013702964,0.0000676697,0.00009701779,0.018283784],"genre_scores_gemma":[0.98704714,0.0000350104,0.011220834,0.0005827253,0.000012041916,9.52857e-8,0.0007577088,0.000002244303,0.0003422088],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934196,0.000024167091,0.00013143911,0.00022979057,0.00014700837,0.0001256339],"domain_scores_gemma":[0.99950343,0.00003654867,0.00007624067,0.00030578667,0.000031675267,0.000046344467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026797075,0.00007668147,0.000113464805,0.00007715271,0.000055845037,0.000026481875,0.00016235703,0.000034994435,0.0011976246],"category_scores_gemma":[0.000013614851,0.000051016377,0.000008512479,0.00014447428,0.00005459826,0.00045550597,0.000033065116,0.00007646704,0.000040903025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005440859,0.00009254749,0.3927755,0.00017125721,0.000067845576,0.0000075150397,0.0004508391,0.000040531308,0.009544687,0.0002192419,0.03574296,0.56034297],"study_design_scores_gemma":[0.0034321803,0.0021286032,0.011260127,0.0001983383,0.000060987313,0.00009385851,0.0022221443,0.82196194,0.09351713,0.00080163067,0.063731365,0.0005917018],"about_ca_topic_score_codex":0.0062068435,"about_ca_topic_score_gemma":0.000070821436,"teacher_disagreement_score":0.8219214,"about_ca_system_score_codex":0.0000026528514,"about_ca_system_score_gemma":0.000020662297,"threshold_uncertainty_score":0.9997154},"labels":[],"label_agreement":null},{"id":"W2967858097","doi":"10.1190/segam2019-3214092.1","title":"A robust workflow for performing joint impedance inversion with applications from North American Basins","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Workflow; Inversion (geology); Computer science; Electrical impedance; Geology; Joint (building); Data mining; Structural basin; Database; Engineering; Electrical engineering","score_opus":0.017130103276564928,"score_gpt":0.19264581931127547,"score_spread":0.17551571603471056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967858097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91744274,0.000032048214,0.07409578,0.0007078831,0.000063130145,0.00057243824,0.00012412536,0.0002062076,0.006755675],"genre_scores_gemma":[0.8854574,0.000033525157,0.11120433,0.002437783,0.0000574116,0.000009549509,0.00022035447,0.0000046333466,0.000574982],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925786,0.000012931716,0.00011449688,0.0002713439,0.00013574485,0.00020759761],"domain_scores_gemma":[0.99949604,0.00008027405,0.00007785654,0.0002238524,0.000041366133,0.00008060257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007957778,0.00010572873,0.00014073792,0.0000628703,0.00014244182,0.000038323244,0.00014719577,0.000018428038,0.0005868633],"category_scores_gemma":[0.000005139472,0.000075512115,0.000041761745,0.00023996885,0.00007315865,0.00019831423,0.000008461914,0.00008500643,0.0002238165],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003464645,0.0000088435245,0.6770889,0.000009329385,0.000009484739,3.1371883e-7,0.00007103177,0.00093482574,0.000017455775,0.000017083488,0.005337192,0.31647086],"study_design_scores_gemma":[0.00049287087,0.00046323327,0.24504687,0.000045505232,0.000028161723,0.0000040280606,0.00089361216,0.59190476,0.0017200423,0.00023283211,0.15879047,0.00037759883],"about_ca_topic_score_codex":0.006595815,"about_ca_topic_score_gemma":0.0014623094,"teacher_disagreement_score":0.5909699,"about_ca_system_score_codex":0.000007665954,"about_ca_system_score_gemma":0.000039617556,"threshold_uncertainty_score":0.99709433},"labels":[],"label_agreement":null},{"id":"W2967858141","doi":"10.1190/segam2019-3215593.1","title":"Taking advantage of receiver ghosts and pressure gradients in vector acoustic full waveform inversion","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Waveform; Acoustics; Inversion (geology); Computer science; Sound pressure; Geology; Physics; Telecommunications; Seismology","score_opus":0.007654553380589364,"score_gpt":0.2068151297361351,"score_spread":0.19916057635554574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967858141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822097,0.0001861264,0.000041356307,0.00007752797,0.00017956641,0.00014271653,0.000010879936,0.000037824626,0.017114295],"genre_scores_gemma":[0.9981146,0.000107419764,0.0005665203,0.00031728626,0.00000841038,1.7497369e-7,0.000016669817,0.0000020186371,0.00086694123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993877,0.000023444078,0.00012822454,0.00016865748,0.00013660193,0.0001554125],"domain_scores_gemma":[0.999703,0.000051641724,0.000072104165,0.00011046852,0.000017397615,0.00004542644],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014928827,0.0000783556,0.0001257772,0.000119974095,0.000025265257,0.000010428627,0.00009854544,0.000048325208,0.0024822762],"category_scores_gemma":[0.000023370481,0.000059980295,0.000019826442,0.00011540222,0.000041582258,0.0002481126,0.000016587415,0.00008968113,0.000074197116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007808917,0.000014057183,0.9432306,0.00010553525,0.000008060763,0.0000046677383,0.00041461506,0.00015076726,0.0019946788,0.000020459556,0.0013891872,0.052589275],"study_design_scores_gemma":[0.00089285144,0.0004656675,0.7215103,0.00024335588,0.000022829929,0.0000151695685,0.0011128427,0.25593093,0.009539016,0.00034564323,0.0096156355,0.0003057579],"about_ca_topic_score_codex":0.0037543627,"about_ca_topic_score_gemma":0.0001297019,"teacher_disagreement_score":0.25578016,"about_ca_system_score_codex":0.0000033488361,"about_ca_system_score_gemma":0.000010907991,"threshold_uncertainty_score":0.9984296},"labels":[],"label_agreement":null},{"id":"W2967893177","doi":"10.1190/segam2019-3214763.1","title":"Synthetic modelling to recognize potential duplex waves from basement faults in western Canada","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology; Basement; Reflection (computer programming); Computer science; Engineering","score_opus":0.010342507479357643,"score_gpt":0.18300804458492315,"score_spread":0.1726655371055655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967893177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903614,0.000042133386,0.0042897286,0.0011803241,0.0003744336,0.000164411,0.000056038873,0.000048127335,0.003483397],"genre_scores_gemma":[0.99011594,0.000014469024,0.0035852527,0.0041678036,0.000027645578,6.4426166e-7,0.00006519883,0.0000029526955,0.002020088],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990635,0.000036657922,0.00016991771,0.0002729828,0.00022442387,0.00023252626],"domain_scores_gemma":[0.9996357,0.000055823206,0.000025354808,0.00016863686,0.00001618053,0.00009833648],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013561508,0.00009954712,0.00012659816,0.00006839756,0.000032929795,0.00002668318,0.00016303548,0.000030077106,0.005148922],"category_scores_gemma":[0.0000062552294,0.00008239917,0.00002202172,0.00008613143,0.000008323146,0.00009991007,0.000013349591,0.00008174922,0.00038287096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102916514,0.000032206048,0.56299716,0.000022412209,0.000024472274,0.00007124477,0.0003801404,0.28897792,0.00032217844,0.0000048282145,0.026060712,0.12100381],"study_design_scores_gemma":[0.00019596283,0.000046263656,0.015016064,0.000059687743,0.0000046234622,0.000001938466,0.0003021521,0.96289766,0.0040746653,0.0001454727,0.017038625,0.00021691124],"about_ca_topic_score_codex":0.98022205,"about_ca_topic_score_gemma":0.549632,"teacher_disagreement_score":0.67391974,"about_ca_system_score_codex":0.000015108611,"about_ca_system_score_gemma":0.00008676518,"threshold_uncertainty_score":0.9957605},"labels":[],"label_agreement":null},{"id":"W2967953028","doi":"10.1190/int-2018-0146.1","title":"Overburden characterization with formation pore pressure and anisotropic stress field estimation in the Athabasca Basin, Canada","year":2019,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Overburden; Pore water pressure; Transverse isotropy; Biot number; Overburden pressure; Caprock; Stress field; Stress (linguistics); Geotechnical engineering; Borehole; Effective stress; Mineralogy; Anisotropy; Mechanics; Engineering; Finite element method","score_opus":0.00281322960382475,"score_gpt":0.1762418105820796,"score_spread":0.17342858097825486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967953028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98614913,0.000042314074,0.010760792,0.0012073043,0.00008564823,0.0002433521,0.000029438976,0.00002186426,0.0014601676],"genre_scores_gemma":[0.99761945,0.000008729996,0.00023505792,0.001602269,0.0000094187735,0.0000019266051,0.00044472664,0.0000014862902,0.00007696038],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952835,0.000049461025,0.00010133852,0.00009588173,0.00015042574,0.00007451519],"domain_scores_gemma":[0.9997465,0.00006754771,0.000067418834,0.000081386075,0.000024095334,0.000013077578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007951643,0.000059079674,0.000057577796,0.000040934858,0.00003767723,0.0000589359,0.000071792114,0.000025891615,0.00010583064],"category_scores_gemma":[0.000017300874,0.00003964786,0.0000066979574,0.000074254734,0.000009207055,0.0005246542,0.0000029435696,0.00006793507,0.00000400483],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016679309,0.0000111436775,0.7716556,0.00015745604,0.000015504818,0.0000069491834,0.0055871517,0.0028889866,0.000111285255,0.00009879855,0.0020732523,0.21722706],"study_design_scores_gemma":[0.00012420767,0.00010762522,0.3431681,0.00009634999,0.000009224659,0.000011824829,0.0004736273,0.65307355,0.0010903695,0.00006647802,0.0017125179,0.000066132896],"about_ca_topic_score_codex":0.24385971,"about_ca_topic_score_gemma":0.058327045,"teacher_disagreement_score":0.6501846,"about_ca_system_score_codex":0.000005917657,"about_ca_system_score_gemma":0.00003322143,"threshold_uncertainty_score":0.95885605},"labels":[],"label_agreement":null},{"id":"W2968152929","doi":"10.1190/segam2019-3216424.1","title":"Coherent noise attenuation using machine learning techniques for land seismic processing","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Attenuation; Computer science; Noise (video); Acoustics; Geology; Artificial intelligence; Physics; Optics","score_opus":0.019090404548521404,"score_gpt":0.24337585269614095,"score_spread":0.22428544814761955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968152929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8942044,0.00041792647,0.09313652,0.00083671324,0.00020643648,0.0008904409,0.000021553207,0.00086719554,0.009418827],"genre_scores_gemma":[0.9711984,0.000014465796,0.02608763,0.0010529954,0.00005789288,0.0000021884036,0.00010975592,0.0000063993666,0.0014703172],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992935,0.000029924398,0.00014789712,0.00020397374,0.00013223653,0.00019244167],"domain_scores_gemma":[0.9996931,0.000038876187,0.0000840234,0.000086666645,0.00005604034,0.00004126872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028687087,0.000105412895,0.00012522363,0.00009352361,0.00014995002,0.00006883884,0.000098254466,0.00005230137,0.00059942994],"category_scores_gemma":[0.000018606162,0.000082917875,0.00004189761,0.00010084317,0.000016828471,0.00025831535,0.000007855986,0.00010993597,0.0000587638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004244075,0.000010986607,0.72578734,0.00008960212,0.0000068702598,6.457221e-7,0.000126979,0.0013752617,0.0038216948,0.0000052541996,0.0008876659,0.26784524],"study_design_scores_gemma":[0.00016513925,0.00011079664,0.0016559565,0.000056290795,0.000010165554,0.000008404272,0.00008749994,0.9370718,0.022060601,0.00023484902,0.038385198,0.00015328257],"about_ca_topic_score_codex":0.0033822253,"about_ca_topic_score_gemma":0.000035681383,"teacher_disagreement_score":0.93569654,"about_ca_system_score_codex":0.00000844685,"about_ca_system_score_gemma":0.00003189788,"threshold_uncertainty_score":0.6563338},"labels":[],"label_agreement":null},{"id":"W2968426096","doi":"10.1190/segam2019-3214794.1","title":"Single parameter full waveform inversion in fluid-saturated porous media","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Poromechanics; Geology; Inversion (geology); Time domain; Frequency domain; Porous medium; Geophysics; Porosity; Algorithm; Seismology; Computer science; Mathematics; Geotechnical engineering; Mathematical analysis","score_opus":0.014490479494890962,"score_gpt":0.19430184415384347,"score_spread":0.1798113646589525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968426096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95346063,0.00006576951,0.00003176871,0.00050286984,0.0004094947,0.00012409831,0.000004825072,0.00015934044,0.04524118],"genre_scores_gemma":[0.9936455,0.000025528487,0.0018719964,0.003226891,0.000023712519,2.6010443e-7,0.00011385666,0.000003011385,0.0010892461],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991143,0.000035290497,0.00017302117,0.00022405617,0.00019125624,0.00026209612],"domain_scores_gemma":[0.999559,0.00012647653,0.00003726929,0.00017985498,0.000023541035,0.000073852156],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018941912,0.000111462,0.00013938596,0.00015897633,0.000030960015,0.000036961777,0.0001646924,0.00008666062,0.007832732],"category_scores_gemma":[0.000043939086,0.00008109536,0.00003452621,0.00024507655,0.000040430874,0.00031049957,0.000013245647,0.00012837077,0.00246767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023599317,0.00008145885,0.41860682,0.000035818357,0.000014792838,0.00005490131,0.0010069819,0.00014536557,0.009276169,0.000071820956,0.06551236,0.5049575],"study_design_scores_gemma":[0.0027672024,0.0015605305,0.15303257,0.00021595991,0.000023889941,0.00011244071,0.0032565272,0.5197675,0.13955227,0.00589256,0.17217869,0.001639838],"about_ca_topic_score_codex":0.006951412,"about_ca_topic_score_gemma":0.00029962428,"teacher_disagreement_score":0.51962215,"about_ca_system_score_codex":0.000012079893,"about_ca_system_score_gemma":0.000021719281,"threshold_uncertainty_score":0.9996614},"labels":[],"label_agreement":null},{"id":"W2968497650","doi":"10.1190/segam2019-3214231.1","title":"Depth-dependent fault slip potential","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Slip (aerodynamics); Geology; Computer science; Engineering; Aerospace engineering","score_opus":0.008002010838416005,"score_gpt":0.1998214187903089,"score_spread":0.1918194079518929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968497650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5560554,0.00009978788,0.001770599,0.0009957445,0.00084749475,0.00013371599,0.00000910926,0.00033621996,0.4397519],"genre_scores_gemma":[0.9783583,0.0000170683,0.0014440019,0.0029796967,0.000052217914,1.6902092e-7,0.000026274305,0.0000017865702,0.017120473],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934953,0.000020991016,0.00009295907,0.0001669496,0.00019195746,0.00017758303],"domain_scores_gemma":[0.9997308,0.000016932978,0.000023102375,0.00015118188,0.000017834775,0.00006009404],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012235975,0.000070317576,0.00007597888,0.00005153377,0.000046837635,0.000041353207,0.00015955335,0.000039856874,0.021084312],"category_scores_gemma":[0.0000052691744,0.00005244646,0.000041269395,0.00005884743,0.00002045561,0.00015421653,0.000008881214,0.00008298355,0.007305229],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004467362,0.00002481412,0.39027306,0.000018452742,0.000022738657,0.000027945962,0.00009945229,0.0010314747,0.00094254076,0.0003401346,0.14670923,0.4604655],"study_design_scores_gemma":[0.0012051119,0.00046875016,0.31198698,0.000033308712,0.000027869162,0.00016268245,0.001113178,0.3036762,0.0422981,0.0040362733,0.33406824,0.0009232991],"about_ca_topic_score_codex":0.0042202063,"about_ca_topic_score_gemma":0.00004771181,"teacher_disagreement_score":0.45954219,"about_ca_system_score_codex":0.0000018742045,"about_ca_system_score_gemma":0.000015530697,"threshold_uncertainty_score":0.9934677},"labels":[],"label_agreement":null},{"id":"W2968542929","doi":"10.1190/segam2019-3214922.1","title":"Inversion of 4D seismic data for production facies","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Inversion (geology); Seismic inversion; Facies; Seismology; Production (economics); Geomorphology; Tectonics; Geometry","score_opus":0.03505291294867881,"score_gpt":0.23863759812794047,"score_spread":0.20358468517926165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968542929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98077816,0.00012064853,0.006407222,0.002534908,0.0007959137,0.00042516974,0.00018122539,0.00014415421,0.0086125955],"genre_scores_gemma":[0.9886789,0.000028061882,0.0069346554,0.0005397164,0.0000317292,2.3478299e-7,0.00039802346,0.0000013863072,0.0033872963],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950594,0.000012408599,0.00009690675,0.00019118686,0.00009942272,0.00009413318],"domain_scores_gemma":[0.9995147,0.000034831446,0.000041998395,0.00035622713,0.000031907613,0.000020316264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022919472,0.00004913597,0.000080362894,0.00005581446,0.000045375287,0.000011667682,0.000238438,0.000025869122,0.00075880555],"category_scores_gemma":[0.00003959857,0.000037101236,0.00001984822,0.00007393495,0.000060603474,0.00032503824,0.00001901628,0.000032259202,0.000100470315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008868215,0.000022175254,0.13063942,0.00017531784,0.000019943305,2.0520831e-7,0.00023842932,0.00097189896,0.0018206914,0.0001575057,0.6000972,0.2657686],"study_design_scores_gemma":[0.0001623731,0.00014271907,0.0017540192,0.000023204811,0.000009366951,0.0000028853708,0.00070709473,0.6905141,0.03803023,0.0012474547,0.26729265,0.00011388456],"about_ca_topic_score_codex":0.0018589785,"about_ca_topic_score_gemma":0.000012204302,"teacher_disagreement_score":0.68954223,"about_ca_system_score_codex":0.0000012940747,"about_ca_system_score_gemma":0.000024230687,"threshold_uncertainty_score":0.83083886},"labels":[],"label_agreement":null},{"id":"W2968549445","doi":"10.1190/segam2019-3202612.1","title":"Broadband waterborne hammer seismic source for imaging river and lake sub-bottoms","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Broadband; Hammer; Geology; Environmental science; Seismology; Engineering; Materials science; Telecommunications; Metallurgy","score_opus":0.006096785732175276,"score_gpt":0.18885804179483245,"score_spread":0.18276125606265717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968549445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97371507,0.0005130918,0.010480817,0.0018868583,0.00032594387,0.0004311249,0.00012242438,0.0003220053,0.012202655],"genre_scores_gemma":[0.98408586,0.000040759805,0.0026536176,0.006161371,0.00005620169,0.0000015887055,0.00019583724,0.000006218847,0.006798527],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920386,0.000019221823,0.00012142544,0.0002709781,0.000108470325,0.00027601758],"domain_scores_gemma":[0.9996259,0.00008539508,0.000036853402,0.0001421213,0.000028895674,0.00008084151],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018022033,0.00012127771,0.0001327207,0.00007372072,0.000098170734,0.00007707505,0.00011611052,0.000036152054,0.0028550932],"category_scores_gemma":[0.000009783577,0.000090154055,0.000043666398,0.000059545968,0.000077600416,0.00026946195,0.000014115023,0.00007317503,0.00041648198],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000459831,0.000009322612,0.42750788,0.000053577896,0.000016475644,0.0000021631063,0.00034690936,0.00019728502,0.0002993567,0.000016683585,0.1474682,0.42403618],"study_design_scores_gemma":[0.0005150082,0.00006155786,0.017265612,0.000027747075,0.000011521411,0.000019240655,0.00013459356,0.31008735,0.008365358,0.00064554694,0.66262436,0.00024210646],"about_ca_topic_score_codex":0.0018596567,"about_ca_topic_score_gemma":0.00005235243,"teacher_disagreement_score":0.51515615,"about_ca_system_score_codex":0.0000018839814,"about_ca_system_score_gemma":0.000012934117,"threshold_uncertainty_score":0.9980564},"labels":[],"label_agreement":null},{"id":"W2968625826","doi":"10.1190/segam2019-3211307.1","title":"An efficient wavefield inversion for isotropic elastic media","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Isotropy; Inversion (geology); Geology; Geophysics; Computer science; Physics; Optics; Seismology","score_opus":0.010347119799507485,"score_gpt":0.2086113510273531,"score_spread":0.19826423122784562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968625826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721265,0.00004530285,0.010681702,0.0004965654,0.00083745114,0.00024093612,0.000018329089,0.00021408354,0.01533913],"genre_scores_gemma":[0.9916899,0.0000071947475,0.005140952,0.002437709,0.000054977234,4.467955e-7,0.00007343509,0.0000022371084,0.0005931314],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993804,0.000018393479,0.00009500991,0.0001902572,0.00013134525,0.000184583],"domain_scores_gemma":[0.9995392,0.00015649824,0.000025490986,0.00016816669,0.000026630949,0.00008403201],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000118804135,0.000074785676,0.00008840225,0.00007182513,0.00006460816,0.000026983507,0.00015505665,0.000049005746,0.0047443295],"category_scores_gemma":[0.000025738556,0.0000553852,0.000039717048,0.00007081889,0.000025027362,0.00009775338,0.000005007668,0.00005978108,0.00076888327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029910146,0.00014292929,0.43207103,0.00014758663,0.00003175006,0.0000067301257,0.0013847448,0.014150266,0.0017178135,0.0031790447,0.20186718,0.34500182],"study_design_scores_gemma":[0.00034112984,0.00036850484,0.011953302,0.00001411221,0.0000079805295,0.0000023331834,0.00041799803,0.9524863,0.0041827783,0.00076908414,0.029295096,0.00016139777],"about_ca_topic_score_codex":0.00089686003,"about_ca_topic_score_gemma":0.000021839689,"teacher_disagreement_score":0.938336,"about_ca_system_score_codex":0.000002909311,"about_ca_system_score_gemma":0.000018607183,"threshold_uncertainty_score":0.99616545},"labels":[],"label_agreement":null},{"id":"W2968671109","doi":"10.1190/segam2019-3208181.1","title":"J-Sweep: An alternative way to cross-correlate seismic vibrator data","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Vibrator (electronic); Seismic vibrator; Computer science; Geology; Acoustics; Seismology; Physics","score_opus":0.027194053276209516,"score_gpt":0.2757041488233313,"score_spread":0.24851009554712175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968671109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525838,0.000040117684,0.004527308,0.0007713481,0.0008680604,0.0002294425,0.00020300366,0.00030327737,0.040473662],"genre_scores_gemma":[0.97555697,0.00001146309,0.004722896,0.012431395,0.000097911354,4.3123413e-7,0.00036348705,0.000005434932,0.0068100193],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878806,0.00004508165,0.00016769065,0.0004937603,0.00022484336,0.00028055208],"domain_scores_gemma":[0.9988534,0.00005557769,0.00004427095,0.00081571593,0.000038964215,0.00019211123],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034380396,0.00013191729,0.00013729713,0.00009527748,0.00009092797,0.0001623163,0.0009259708,0.000052244137,0.008554851],"category_scores_gemma":[0.000026937258,0.00010140725,0.000024336678,0.00016032897,0.000046394467,0.0011346953,0.00007956254,0.00013923866,0.008744197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012208274,0.00004610978,0.39257136,0.00001988997,0.000042177704,0.000025877765,0.0007244008,0.005519391,0.00042024488,0.0002467692,0.15138592,0.44887578],"study_design_scores_gemma":[0.0002165915,0.00024015222,0.0401833,0.000015596734,0.0000051407687,0.0000113714295,0.00016188777,0.79118246,0.004494571,0.00073631085,0.16247572,0.00027692152],"about_ca_topic_score_codex":0.015709229,"about_ca_topic_score_gemma":0.00007029305,"teacher_disagreement_score":0.78566307,"about_ca_system_score_codex":0.000004178453,"about_ca_system_score_gemma":0.000027523334,"threshold_uncertainty_score":0.9923515},"labels":[],"label_agreement":null},{"id":"W2968910514","doi":"10.1190/segam2019-3214974.1","title":"Reflection angle- and azimuth-dependent least-squares reverse-time migration","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Azimuth; Seismic migration; Reflection (computer programming); Inversion (geology); Least-squares function approximation; Computer science; Conjugate gradient method; Total internal reflection; Convergence (economics); Algorithm; Geology; Mathematics; Optics; Geometry; Physics; Geophysics; Seismology; Statistics","score_opus":0.00963508190166746,"score_gpt":0.20629178573390541,"score_spread":0.19665670383223796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968910514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91812783,0.00019419352,0.00040843416,0.001830089,0.00034656242,0.00019101369,0.000010636948,0.00029609472,0.07859512],"genre_scores_gemma":[0.975628,0.00006666427,0.0011424386,0.0016151345,0.000042858715,3.8116082e-7,0.000044333603,0.000002286452,0.021457888],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993993,0.000037586626,0.00010120194,0.00019292555,0.00014284728,0.00012612896],"domain_scores_gemma":[0.99974996,0.00002771208,0.00003638597,0.00011341113,0.000024119614,0.00004840313],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018299754,0.00007551917,0.000084611485,0.00007840483,0.00007401614,0.000052581076,0.000058213234,0.000047020567,0.004943601],"category_scores_gemma":[0.000011640206,0.00006004859,0.000022089953,0.00008418408,0.000025492227,0.00029455285,0.000006025205,0.000070959984,0.0014300053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010415639,0.000022185792,0.54588014,0.000037524216,0.000020447593,0.0000052929995,0.00047322584,0.00011919339,0.0060915137,0.000120863275,0.19843228,0.24869317],"study_design_scores_gemma":[0.001178215,0.0012781877,0.14605284,0.00010609852,0.00004715827,0.00015478788,0.0019524677,0.3292218,0.041362844,0.004043521,0.47363696,0.00096511096],"about_ca_topic_score_codex":0.007411879,"about_ca_topic_score_gemma":0.00017902684,"teacher_disagreement_score":0.39982733,"about_ca_system_score_codex":0.000004240864,"about_ca_system_score_gemma":0.000012228812,"threshold_uncertainty_score":0.9993475},"labels":[],"label_agreement":null},{"id":"W2968996067","doi":"10.1190/segam2019-3216620.1","title":"Frontier exploration: Lithology and fluid insights via forward modeling from locally constrained regional rock physics, Chidley Basin, Newfoundland and Labrador, Canada","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Geology; Lithology; Structural basin; Frontier; Seismology; Geophysics; Paleontology; Archaeology; Geography","score_opus":0.01203163273627194,"score_gpt":0.1821432172173668,"score_spread":0.17011158448109484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968996067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80523974,0.001285311,0.18488944,0.0031373631,0.00041861727,0.00023936827,0.000048232097,0.00010486222,0.004637104],"genre_scores_gemma":[0.9883902,0.00017892763,0.0048546377,0.0057543386,0.00010330692,7.332059e-7,0.00019956012,0.00000412067,0.00051417603],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913996,0.000043599062,0.00016615936,0.00030895404,0.00016700658,0.00017433915],"domain_scores_gemma":[0.9995899,0.000067072506,0.00004181005,0.00013476878,0.000052542895,0.00011391164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005952239,0.00014105834,0.00019984205,0.000035914174,0.0001210213,0.00005854339,0.00008338114,0.00006407753,0.00046473392],"category_scores_gemma":[0.000006873004,0.00011348846,0.000017982586,0.00005681054,0.000059885202,0.00042089808,0.000015122988,0.000103218896,0.000019426227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062009046,0.000054360346,0.5508543,0.000090680995,0.00025145066,0.00007197791,0.0030923695,0.014894697,0.00045360712,0.0013710598,0.15139624,0.27684915],"study_design_scores_gemma":[0.0005875414,0.000076866265,0.0033940144,0.000021019454,0.000012637817,0.000018750796,0.0004804628,0.97087324,0.00011178123,0.008142325,0.016060632,0.00022075971],"about_ca_topic_score_codex":0.78383696,"about_ca_topic_score_gemma":0.24792345,"teacher_disagreement_score":0.9559785,"about_ca_system_score_codex":0.000009122575,"about_ca_system_score_gemma":0.00015801366,"threshold_uncertainty_score":0.7658},"labels":[],"label_agreement":null},{"id":"W2969111065","doi":"10.1190/segam2019-3216606.1","title":"Simultaneous accelerometer and optical fibre multi-azimuth walk-away VSP experiment: Newell County, Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"CMC Research Institutes; University of Calgary","funders":"","keywords":"Geophone; Accelerometer; Azimuth; Geology; Seismometer; Vertical seismic profile; Seismic survey; Seismology; Geodesy; Computer science; Physics","score_opus":0.00925603192360121,"score_gpt":0.2030878129199331,"score_spread":0.1938317809963319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969111065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9376757,0.00030712492,0.00020920363,0.001214178,0.0004946044,0.00031092882,0.0000471707,0.0001179207,0.05962315],"genre_scores_gemma":[0.9786475,0.000036162048,0.002831646,0.004604339,0.000026909574,6.3976063e-7,0.00004940441,0.0000060221973,0.013797383],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988295,0.000025443851,0.00017835975,0.00034858892,0.00026385696,0.00035426297],"domain_scores_gemma":[0.9991666,0.00033544906,0.00003720425,0.00022716082,0.000032241518,0.00020134822],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008669314,0.00017859189,0.00019217221,0.000048083573,0.00009397527,0.00008707484,0.000198838,0.00007313327,0.006954969],"category_scores_gemma":[0.000032418146,0.00013580975,0.000031417214,0.00008413215,0.000054317738,0.00018200486,0.00002823919,0.00013410527,0.0002644888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027021478,0.00016161034,0.43591356,0.00018517791,0.00017408813,0.0002730359,0.0016102248,0.0019659768,0.0020902127,0.00028598524,0.28832543,0.2687445],"study_design_scores_gemma":[0.0011001708,0.00034178013,0.010793772,0.0000439877,0.00002270251,0.00009422733,0.0011725449,0.4757873,0.025459524,0.00004996654,0.48433116,0.00080286973],"about_ca_topic_score_codex":0.90572757,"about_ca_topic_score_gemma":0.24370873,"teacher_disagreement_score":0.66201884,"about_ca_system_score_codex":0.000015133993,"about_ca_system_score_gemma":0.000114558556,"threshold_uncertainty_score":0.9939528},"labels":[],"label_agreement":null},{"id":"W2969516895","doi":"","title":"3D 3C Seismic Imaging in the Athabasca Basin, Canada","year":2019,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Attenuation; Borehole; Geophysical imaging; Amplitude; Anelastic attenuation factor; Waveform; Seismic to simulation; Azimuth; Vertical seismic profile; Seismic wave; Geophysics; Seismic inversion; Geotechnical engineering; Geometry; Radar","score_opus":0.00832376628431089,"score_gpt":0.24019272039765138,"score_spread":0.2318689541133405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969516895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6936052,0.0028896886,0.000056911715,0.0061268737,0.0026117766,0.0005324542,0.00007325155,0.00012729457,0.29397658],"genre_scores_gemma":[0.96075374,0.00012683442,0.00019496954,0.00957302,0.00008873783,0.0000022156948,0.0013996492,0.000010201525,0.027850632],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877805,0.00009899727,0.00016164778,0.00027902116,0.00038154185,0.00030075546],"domain_scores_gemma":[0.9993752,0.00013647042,0.00011188591,0.00030379163,0.00003266299,0.00003996143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031020324,0.00019876866,0.00019279441,0.000109351946,0.000100354504,0.00007034032,0.00045096455,0.00007384188,0.0011082444],"category_scores_gemma":[0.000034468074,0.00014553996,0.00004887584,0.00019185015,0.000020545905,0.000091368434,0.000004512853,0.0003958996,0.00015010868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004284898,0.000010313055,0.10052662,0.00012670385,0.000011394888,0.000104658306,0.006610569,0.00016843343,0.0000080798845,0.000012613772,0.7321107,0.1602671],"study_design_scores_gemma":[0.00021230856,0.00002939072,0.1628794,0.00025542334,0.000031192198,0.000031562213,0.030042171,0.043844905,0.00040331,0.00011093181,0.7616181,0.0005413418],"about_ca_topic_score_codex":0.9862903,"about_ca_topic_score_gemma":0.75518745,"teacher_disagreement_score":0.26714858,"about_ca_system_score_codex":0.000025362137,"about_ca_system_score_gemma":0.00056559895,"threshold_uncertainty_score":0.99980485},"labels":[],"label_agreement":null},{"id":"W2969623477","doi":"10.1111/1365-2478.12860","title":"A rock physics model to map gross lithology using compaction","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Geology; Lithology; Oil shale; Compaction; Well logging; Horizon; Mineralogy; Interpolation (computer graphics); Overburden; Petrology; Geophysics; Geotechnical engineering; Geometry; Paleontology; Mathematics; Computer science","score_opus":0.0276403936655159,"score_gpt":0.2572519533655651,"score_spread":0.2296115597000492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969623477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96115655,0.000011392646,0.03483195,0.00024577545,0.0003409656,0.00030524877,0.000009057021,0.00023239704,0.0028666859],"genre_scores_gemma":[0.98975384,4.3134338e-7,0.008359164,0.0011696244,0.00027032683,0.0000010551347,0.000011478863,0.0000064486144,0.0004275991],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989848,0.000027208771,0.00014195393,0.00032150495,0.00018764693,0.00033689325],"domain_scores_gemma":[0.999562,0.000042772164,0.00006840322,0.00019151597,0.000044113553,0.00009114178],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001267825,0.00012947178,0.00019685987,0.00004143705,0.00017900289,0.000059501628,0.00013470632,0.000045917448,0.0000932261],"category_scores_gemma":[0.00001733962,0.00011771165,0.00006641975,0.00020253033,0.000019512583,0.00026046482,0.000027876224,0.00021933258,0.0013209225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014954785,0.0001189682,0.40478072,0.00012874421,0.000034300538,0.000009849835,0.0019138459,0.5221551,0.011012405,0.0013035923,0.0029313217,0.055461608],"study_design_scores_gemma":[0.000119611956,0.00010115549,0.007892036,0.000028876564,0.0000065452155,0.000007011702,0.0001109835,0.9759758,0.00268391,0.012656057,0.00023668552,0.00018131721],"about_ca_topic_score_codex":0.0019739566,"about_ca_topic_score_gemma":0.0000037027687,"teacher_disagreement_score":0.45382074,"about_ca_system_score_codex":0.000017587126,"about_ca_system_score_gemma":0.000024720806,"threshold_uncertainty_score":0.99945664},"labels":[],"label_agreement":null},{"id":"W2969767921","doi":"10.1111/1365-2478.12862","title":"On possible fluid detection in equivalent transversely isotropic media","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transverse isotropy; Isotropy; Anisotropy; Mathematical analysis; Constant (computer programming); Physics; Optics; Mathematics; Computer science","score_opus":0.009944827155100882,"score_gpt":0.20518324822486433,"score_spread":0.19523842106976344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969767921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98711663,0.00002527631,0.00014878616,0.0001629058,0.00043410243,0.00018460442,0.0000041145,0.00015631935,0.011767251],"genre_scores_gemma":[0.99910116,0.00000569901,0.00017300148,0.00037487102,0.00011214051,0.0000012830844,0.000007859321,0.000004390255,0.00021959362],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99899095,0.000036992962,0.00015409634,0.00029209783,0.00023295855,0.00029287252],"domain_scores_gemma":[0.99960655,0.0001359749,0.00004113772,0.00014492078,0.000015891066,0.000055552966],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014533123,0.00011416915,0.0001494768,0.00010107089,0.000083344334,0.000035933866,0.000120825825,0.000049227587,0.0006561678],"category_scores_gemma":[0.00004100063,0.0000984609,0.00006184891,0.0002599373,0.00003155297,0.00018268869,0.0000070234396,0.00026530612,0.0012480648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041299345,0.00023532478,0.30009708,0.00012997317,0.000026281594,0.000044367775,0.002560921,0.0027373086,0.01989547,0.0021283212,0.00073228084,0.6709997],"study_design_scores_gemma":[0.0015661111,0.0012299126,0.681359,0.00020388009,0.000014573923,0.0000117159,0.0007542695,0.18890117,0.08960339,0.034543008,0.0011554763,0.0006575241],"about_ca_topic_score_codex":0.0027328548,"about_ca_topic_score_gemma":0.00008722699,"teacher_disagreement_score":0.67034215,"about_ca_system_score_codex":0.000019394647,"about_ca_system_score_gemma":0.000014661941,"threshold_uncertainty_score":0.9995296},"labels":[],"label_agreement":null},{"id":"W2969895917","doi":"10.1016/j.cam.2021.113544","title":"A generalized optimal fourth-order finite difference scheme for a 2D Helmholtz equation with the perfectly matched layer boundary condition","year":2021,"lang":"en","type":"article","venue":"Journal of Computational and Applied Mathematics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Helmholtz equation; Mathematics; Perfectly matched layer; Weighting; Finite difference; Finite difference method; Boundary value problem; Mathematical analysis; Wave equation; Helmholtz free energy; Boundary (topology); Applied mathematics; Numerical analysis; Mathematical optimization; Physics","score_opus":0.025724753120819677,"score_gpt":0.2432244840184381,"score_spread":0.21749973089761843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969895917","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47971794,0.00009641193,0.51852566,0.001362261,0.000026681422,0.00009461052,0.000015664215,0.000009851296,0.00015090997],"genre_scores_gemma":[0.5691842,0.000017620003,0.42974234,0.00084049907,0.000066232744,0.0000024229425,0.0000566577,0.0000035110509,0.00008652769],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929,0.000019740746,0.00023598598,0.000087312306,0.00026637732,0.0001006175],"domain_scores_gemma":[0.99888396,0.000504728,0.00025368962,0.000051047035,0.00026223785,0.000044360935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028640343,0.00009413801,0.000175429,0.000044478053,0.0001878379,0.00011517382,0.00007354547,0.000031283267,0.000098106815],"category_scores_gemma":[0.00003291544,0.00005624709,0.000042087053,0.00010158861,0.00007740546,0.0000888503,0.0000076212036,0.00011060756,0.0000034329337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012085001,0.00057383307,0.0020934793,0.001002369,0.0007611924,0.000061908824,0.012902364,0.81435424,0.009994299,0.043233372,0.019312603,0.094501816],"study_design_scores_gemma":[0.0014568232,0.00027276334,0.002333494,0.00010857194,0.000087870336,0.00033045647,0.0012490196,0.911133,0.0032228632,0.07743087,0.002181541,0.00019275221],"about_ca_topic_score_codex":0.0000038039093,"about_ca_topic_score_gemma":0.0000014840745,"teacher_disagreement_score":0.09677872,"about_ca_system_score_codex":0.000004263609,"about_ca_system_score_gemma":0.00012148721,"threshold_uncertainty_score":0.22936897},"labels":[],"label_agreement":null},{"id":"W2969923453","doi":"10.1111/1365-2478.12861","title":"Potential of legacy 2D seismic data for deep targeting and structural imaging at the Neves–Corvo massive sulphide‐bearing deposit, Portugal","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lundin Mining (Canada)","funders":"","keywords":"Geology; Geophysical imaging; Seismology; Mineralization (soil science); Regional geology; Metamorphic petrology; Metamorphic rock; Workflow; Geochemistry; Mining engineering; Tectonics; Computer science","score_opus":0.008009360304769151,"score_gpt":0.21845737189650552,"score_spread":0.21044801159173637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969923453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99562496,0.00038865046,0.0020705166,0.0006151152,0.00036068258,0.00042325899,0.00005372735,0.00008453425,0.00037854776],"genre_scores_gemma":[0.996214,0.0000054421243,0.00285778,0.00031093825,0.00028039177,0.0000014405392,0.00018800083,0.000010320538,0.00013173785],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985214,0.000042246716,0.00029081164,0.00050251104,0.00024387705,0.00039914597],"domain_scores_gemma":[0.99903595,0.00021989216,0.0002277089,0.00038583437,0.000062548956,0.00006803309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034531363,0.0001752329,0.0002406034,0.00004242272,0.0004713794,0.00014222405,0.00040661963,0.000036728954,0.000084020925],"category_scores_gemma":[0.000110125315,0.00012673496,0.00007264081,0.00012294571,0.00014253917,0.000743631,0.00023895422,0.00024217508,0.000017198341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019952863,0.000017556422,0.7888373,0.00022040121,0.000080562044,0.000019427323,0.00075768086,0.0035573847,0.01660228,0.00013748942,0.0016303178,0.18794008],"study_design_scores_gemma":[0.00032900498,0.00006252579,0.098591566,0.000040364368,0.000040209798,0.000037312144,0.0008992999,0.8914702,0.006168033,0.001933595,0.00021739892,0.00021050377],"about_ca_topic_score_codex":0.006896092,"about_ca_topic_score_gemma":0.000032769945,"teacher_disagreement_score":0.8879128,"about_ca_system_score_codex":0.000012483898,"about_ca_system_score_gemma":0.000024271072,"threshold_uncertainty_score":0.99971706},"labels":[],"label_agreement":null},{"id":"W2970401558","doi":"10.3997/2214-4609.201901007","title":"Seismic Data Reconstruction via Interpolated Multichannel Singular Spectrum Analysis (I-MSSA)","year":2019,"lang":"en","type":"article","venue":"81st EAGE Conference and Exhibition 2019","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Algorithm; Computer science; Grid; Regularization (linguistics); Singular spectrum analysis; Position (finance); Mathematics; Geometry; Artificial intelligence; Singular value decomposition; Image (mathematics)","score_opus":0.0217291138399529,"score_gpt":0.22515700835092933,"score_spread":0.20342789451097643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970401558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9518206,0.00022397419,0.042067472,0.00092623534,0.000530445,0.00023031302,0.00028475578,0.00019189801,0.0037243092],"genre_scores_gemma":[0.9955573,0.00019649246,0.00076398614,0.0007421532,0.00005557086,4.6616384e-7,0.001667982,0.0000043870223,0.0010116801],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872184,0.00008247582,0.00025488072,0.00051757495,0.00016931667,0.00025391605],"domain_scores_gemma":[0.9991394,0.000053042113,0.00013092975,0.0005186778,0.000055739874,0.000102211256],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032079156,0.00016754637,0.00026107344,0.00030878073,0.00012436528,0.00015170993,0.00025673033,0.00010643715,0.004515035],"category_scores_gemma":[0.000020892121,0.00015166188,0.00006103122,0.00034813487,0.00010489731,0.0007604419,0.000048570906,0.00018959984,0.0010269061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021513729,0.0000764419,0.5050314,0.00011681293,0.00060525874,0.000024423744,0.0011014258,0.001461647,0.0039505884,0.000121485886,0.016019324,0.47127604],"study_design_scores_gemma":[0.0002780067,0.00009139487,0.016959723,0.000061909035,0.00012605138,0.00003931146,0.00026924885,0.97674394,0.0016130103,0.0009868441,0.0025800236,0.00025054527],"about_ca_topic_score_codex":0.0055330135,"about_ca_topic_score_gemma":0.00009739562,"teacher_disagreement_score":0.9752823,"about_ca_system_score_codex":0.0000066914863,"about_ca_system_score_gemma":0.000036049758,"threshold_uncertainty_score":0.9997509},"labels":[],"label_agreement":null},{"id":"W2970656153","doi":"10.3997/2214-4609.201900840","title":"Complex Microseismic Noise Attenuation by Block Matching and Trilateral Weighted Sparse Coding","year":2019,"lang":"en","type":"article","venue":"81st EAGE Conference and Exhibition 2019","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Noise reduction; Algorithm; Fidelity; Neural coding; Noise measurement; Computer science; Regularization (linguistics); Sparse matrix; Coding (social sciences); Matching pursuit; Noise (video); Attenuation; Mathematics; Pattern recognition (psychology); Artificial intelligence; Compressed sensing","score_opus":0.019519724497202948,"score_gpt":0.2190577225705499,"score_spread":0.19953799807334693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970656153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943423,0.00020519595,0.00077505544,0.0009146453,0.00014135819,0.00020275985,0.00018175803,0.00009350185,0.003143388],"genre_scores_gemma":[0.9951061,0.00031400318,0.00039016755,0.0020640583,0.000030710617,8.3165713e-7,0.0006243531,0.000004600392,0.0014651612],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990823,0.000057694182,0.00019761185,0.00030771532,0.0001351004,0.00021952299],"domain_scores_gemma":[0.999591,0.00005581137,0.00009407098,0.00012298374,0.00004507065,0.00009104517],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001939864,0.00015035109,0.00018514515,0.00009235706,0.00016462339,0.00018623698,0.00007809213,0.00007771339,0.0012481951],"category_scores_gemma":[0.0000048732404,0.00013482035,0.000027364487,0.00007283883,0.000082431296,0.0003988508,0.000017625132,0.00013825187,0.00042994105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002819995,0.00009106809,0.3726896,0.00033640608,0.000071523325,0.000024000283,0.004024597,0.00007263366,0.32570618,0.0011486472,0.16712032,0.12843302],"study_design_scores_gemma":[0.006838348,0.0011034781,0.33203828,0.0012542629,0.00015205219,0.00030409367,0.0031568494,0.457553,0.06060165,0.018767606,0.11529463,0.0029357506],"about_ca_topic_score_codex":0.0020377848,"about_ca_topic_score_gemma":0.000009526792,"teacher_disagreement_score":0.45748037,"about_ca_system_score_codex":0.0000045409192,"about_ca_system_score_gemma":0.000019468496,"threshold_uncertainty_score":0.9996648},"labels":[],"label_agreement":null},{"id":"W2970761222","doi":"10.1190/geo2018-0602.1","title":"Macroscopic mechanical properties of porous rock with one saturating fluid","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Poromechanics; Biot number; Mechanics; Porous medium; Viscoelasticity; Fluid dynamics; Quasistatic process; Boundary value problem; Viscous liquid; Geology; Geotechnical engineering; Porosity; Physics; Thermodynamics","score_opus":0.011769344184337506,"score_gpt":0.1811319885352899,"score_spread":0.16936264435095238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970761222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972471,0.00012518403,0.00019498217,0.0000964775,0.000095390365,0.000120446886,0.0000075620883,0.00007061088,0.0020422423],"genre_scores_gemma":[0.99730563,0.000010158317,0.001753484,0.0004253852,0.000039116072,4.7307063e-7,0.000014072018,0.0000033378344,0.0004483121],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937034,0.000019865514,0.00011401814,0.00014556243,0.00019130459,0.00015890734],"domain_scores_gemma":[0.9996812,0.00001631899,0.00006218432,0.00016687044,0.000042262818,0.000031198255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006173821,0.000081789876,0.00014684621,0.000021297465,0.000047449434,0.000019166568,0.00012473816,0.000031095853,0.00019306259],"category_scores_gemma":[0.0000050215135,0.00005721708,0.000023773951,0.00010423821,0.000025924337,0.00014148046,0.000011589467,0.00009380875,0.00020693176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007501941,0.00029751143,0.12898557,0.001127637,0.00023640099,0.000020954812,0.003306041,0.0027925672,0.5572625,0.0021179942,0.0043558637,0.29874676],"study_design_scores_gemma":[0.00069608865,0.001306056,0.017280545,0.0004863311,0.00004112778,0.000017351509,0.0008564107,0.049208973,0.9257021,0.0022801298,0.0016224206,0.000502473],"about_ca_topic_score_codex":0.002083692,"about_ca_topic_score_gemma":0.000011715747,"teacher_disagreement_score":0.36843958,"about_ca_system_score_codex":0.0000021992334,"about_ca_system_score_gemma":0.000035651872,"threshold_uncertainty_score":0.3149933},"labels":[],"label_agreement":null},{"id":"W2970913068","doi":"10.1190/geo2018-0789.1","title":"Seismic facies analysis based on deep convolutional embedded clustering","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Cluster analysis; MNIST database; Computer science; Pattern recognition (psychology); Convolutional neural network; Facies; Feature (linguistics); Data mining; Feature extraction; Artificial intelligence; Geology; Artificial neural network","score_opus":0.008063006015507045,"score_gpt":0.19841881476776713,"score_spread":0.19035580875226008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970913068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93799853,0.000038104954,0.03998632,0.00038452947,0.00039371138,0.00015025098,0.00008978724,0.00024257504,0.020716207],"genre_scores_gemma":[0.99464345,0.0000033937217,0.0011694531,0.0030643784,0.000048203598,6.733901e-7,0.00025126187,0.000002771293,0.0008164192],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991588,0.000035435653,0.00011438733,0.00022573142,0.00025222832,0.00021343635],"domain_scores_gemma":[0.99953675,0.00008743611,0.0000537203,0.00023559801,0.00003293861,0.00005355918],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000102470665,0.000114050636,0.0001638483,0.00013934106,0.00009426053,0.000041739804,0.0001564957,0.000040275187,0.0017998018],"category_scores_gemma":[0.0000071280206,0.00010085468,0.00013092154,0.00040011364,0.00004587886,0.00012137873,0.000009114134,0.00011018801,0.0014155587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005244737,0.000029193072,0.2187231,0.00002380234,0.000115977426,0.0000031759496,0.00015231907,0.74986774,0.000069137495,0.000079618614,0.0022034138,0.028680095],"study_design_scores_gemma":[0.00013003436,0.000060566916,0.08254758,0.000006772386,0.000040080005,4.611909e-7,0.000063406806,0.91323864,0.00022886967,0.00049037946,0.0030624466,0.00013078042],"about_ca_topic_score_codex":0.0009934417,"about_ca_topic_score_gemma":0.000017077553,"teacher_disagreement_score":0.1633709,"about_ca_system_score_codex":0.000007084035,"about_ca_system_score_gemma":0.000027616054,"threshold_uncertainty_score":0.99936193},"labels":[],"label_agreement":null},{"id":"W2970984189","doi":"10.3997/2214-4609.201900998","title":"Full Waveform Inversion in the Western Canadian Basin: From Near Surface to Deep","year":2019,"lang":"en","type":"article","venue":"81st EAGE Conference and Exhibition 2019","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Geology; Preprocessor; Workflow; Computer science; Waveform; Data quality; Remote sensing; Surface wave; Geodesy; Structural basin; Seismology; Telecommunications; Database; Artificial intelligence; Geomorphology","score_opus":0.014509253840923848,"score_gpt":0.200454335198952,"score_spread":0.18594508135802815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970984189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829135,0.00006790581,0.00013600825,0.0055829124,0.00018111424,0.00023454647,0.00010155015,0.000028874556,0.010753589],"genre_scores_gemma":[0.9832031,0.000062595835,0.00025126679,0.015571228,0.000029255296,5.8848985e-7,0.00028100365,0.0000027260114,0.0005982444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912447,0.00006939654,0.00013607014,0.0002497109,0.00016373594,0.0002566156],"domain_scores_gemma":[0.9995063,0.00006806971,0.00003406431,0.00020848004,0.000033096057,0.00015000241],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025723738,0.00011481513,0.00013005258,0.00006521584,0.00012447136,0.00018137282,0.0001946444,0.000076995915,0.0025986722],"category_scores_gemma":[0.000011623733,0.00008403933,0.000025351766,0.00014158973,0.00004850377,0.00031515537,0.000013257014,0.00015638713,0.0037322033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117892276,0.000019034258,0.85369974,0.000025156805,0.000009446424,0.0000370631,0.0072258757,0.0003333318,0.0003262549,0.00008551913,0.066330895,0.071789786],"study_design_scores_gemma":[0.0008995316,0.0006123144,0.5634841,0.0002834646,0.000017486183,0.000018995825,0.0046242946,0.086018555,0.0012133236,0.0012438386,0.340884,0.00070011895],"about_ca_topic_score_codex":0.5026882,"about_ca_topic_score_gemma":0.06422987,"teacher_disagreement_score":0.43845835,"about_ca_system_score_codex":0.000011363045,"about_ca_system_score_gemma":0.00008838998,"threshold_uncertainty_score":0.99831307},"labels":[],"label_agreement":null},{"id":"W2971355877","doi":"10.3997/2214-4609.201901010","title":"Microseismic Data Reconstruction and Location Based on Bayesian Non-Parametric Dictionary Learning","year":2019,"lang":"en","type":"article","venue":"81st EAGE Conference and Exhibition 2019","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Computer science; Noise (video); Event (particle physics); Parametric statistics; SIGNAL (programming language); Missing data; Artificial intelligence; Bayesian probability; Gibbs sampling; Pattern recognition (psychology); Signal reconstruction; Data mining; Algorithm; Signal processing; Machine learning; Mathematics; Statistics; Geology; Seismology","score_opus":0.016930184911420443,"score_gpt":0.2177270570234171,"score_spread":0.20079687211199665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971355877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597286,0.00031685032,0.025984157,0.0011668262,0.00052294636,0.00038849143,0.00015076892,0.00018221184,0.011559125],"genre_scores_gemma":[0.99605805,0.00030061902,0.0008470674,0.0010725952,0.000046320336,9.5128877e-7,0.0010013469,0.0000041104063,0.0006689678],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905413,0.00006862376,0.00016189173,0.00041458884,0.00014345934,0.0001573236],"domain_scores_gemma":[0.9993892,0.00011012742,0.000094055045,0.00026192947,0.00007096852,0.00007372674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029878184,0.0001250272,0.00013276059,0.00023956723,0.00017904064,0.00012521465,0.00011236256,0.000086561,0.00087958836],"category_scores_gemma":[0.00004770863,0.00011594005,0.000014098989,0.00024956046,0.000090208785,0.00055575086,0.000019650866,0.00021044047,0.00034799785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012421233,0.000031898686,0.36168823,0.000109915905,0.000013237867,0.00000412929,0.00013305634,0.0020382341,0.00084204914,0.000063862666,0.011804418,0.6231468],"study_design_scores_gemma":[0.0003959157,0.00024529372,0.075116165,0.00017487975,0.000012232591,0.000031852294,0.00023339191,0.91721076,0.0006129949,0.00025783537,0.005509715,0.00019895661],"about_ca_topic_score_codex":0.001026372,"about_ca_topic_score_gemma":0.000005767742,"teacher_disagreement_score":0.9151725,"about_ca_system_score_codex":0.0000056869862,"about_ca_system_score_gemma":0.00006189952,"threshold_uncertainty_score":0.96308756},"labels":[],"label_agreement":null},{"id":"W2971588278","doi":"10.1190/geo2019-0099.1","title":"Noise suppression in 2D and 3D seismic data with data-driven sifting algorithms","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Algorithm; Deconvolution; Maxima and minima; Computer science; Filter (signal processing); Noise (video); Computation; Hilbert–Huang transform; Noise reduction; Geology; Mathematics; Artificial intelligence; Image (mathematics)","score_opus":0.021669897059052305,"score_gpt":0.23298657900708175,"score_spread":0.21131668194802944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971588278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958374,0.00015279088,0.00083839416,0.00029150682,0.0001731783,0.00018595533,0.00044002416,0.00009238119,0.0019883735],"genre_scores_gemma":[0.98719645,0.000071998584,0.009636637,0.0007636329,0.00007527357,2.9220874e-7,0.0020659277,0.0000054650823,0.0001843416],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902236,0.000036420235,0.000113659604,0.0004331414,0.0001776555,0.00021677373],"domain_scores_gemma":[0.9989465,0.000073633295,0.000057072008,0.00085711584,0.000013790333,0.00005188346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018882906,0.00011065816,0.00014366244,0.000046716224,0.000061584025,0.00005596789,0.0005761442,0.0000369237,0.00010694857],"category_scores_gemma":[0.000010244259,0.00008384395,0.000006439076,0.00013529445,0.00005416307,0.00079368503,0.0001868902,0.00016724493,0.00015113608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048061433,0.000031602984,0.37677315,0.00006529194,0.000015364929,0.000027248896,0.00036056113,0.002249514,0.00013578754,0.0000065610975,0.010877251,0.6094096],"study_design_scores_gemma":[0.00027049452,0.000059869446,0.032751173,0.00007708863,0.000009130346,0.000007991115,0.00014859703,0.9503007,0.00010252835,0.00016017209,0.015957635,0.0001546144],"about_ca_topic_score_codex":0.0065244585,"about_ca_topic_score_gemma":0.000048221213,"teacher_disagreement_score":0.9480512,"about_ca_system_score_codex":0.0000022105019,"about_ca_system_score_gemma":0.000036799924,"threshold_uncertainty_score":0.98630726},"labels":[],"label_agreement":null},{"id":"W2971901803","doi":"10.1190/geo2018-0569.1","title":"Batch automated image processing of 2D seismic data for salt discrimination and basin-wide mapping","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Workflow; Salt (chemistry); Computer science; Data set; Set (abstract data type); Structural basin; Geology; Salt dome; Line (geometry); Reflector (photography); Data mining; Pattern recognition (psychology); Seismology; Artificial intelligence; Database; Geometry; Mathematics","score_opus":0.020261722953033176,"score_gpt":0.24315367490308684,"score_spread":0.22289195195005368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971901803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98162836,0.00012961416,0.015445236,0.0006606953,0.00015049556,0.00030092415,0.00029133563,0.00025265076,0.0011406617],"genre_scores_gemma":[0.9857691,0.000020668118,0.0126103535,0.0006366923,0.00003309337,7.15499e-7,0.0007694737,0.000004587834,0.00015531342],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993431,0.000019316833,0.00014122843,0.00022605347,0.000117814794,0.00015248475],"domain_scores_gemma":[0.9994525,0.000105231724,0.00010420936,0.0002496895,0.000058991456,0.000029392726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020486543,0.00008447661,0.0001382077,0.00004930961,0.00007438307,0.00004649359,0.00019970437,0.000030926385,0.00002413271],"category_scores_gemma":[0.000039236722,0.00007449138,0.00001907168,0.00012059964,0.000055476055,0.0005681284,0.000031785377,0.00005381662,0.000021776912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004505125,0.000045507048,0.06547659,0.001377604,0.000029171992,0.0000017558539,0.001374199,0.00014806574,0.005428319,0.00006194797,0.041965134,0.8840467],"study_design_scores_gemma":[0.00019536549,0.00004941095,0.04527108,0.00010163285,0.000016244561,0.0000019080449,0.00036752617,0.942836,0.0023473036,0.0020237898,0.0066659655,0.00012377939],"about_ca_topic_score_codex":0.0011869463,"about_ca_topic_score_gemma":0.0000035921476,"teacher_disagreement_score":0.9426879,"about_ca_system_score_codex":0.0000025493975,"about_ca_system_score_gemma":0.000040744162,"threshold_uncertainty_score":0.303767},"labels":[],"label_agreement":null},{"id":"W2972335496","doi":"10.1190/geo2018-0765.1","title":"Amplitude-based misfit functions in viscoelastic full-waveform inversion applied to walk-away vertical seismic profile data","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Amplitude; Attenuation; Inversion (geology); Poisson distribution; Viscoelasticity; Physics; Waveform; Function (biology); Mathematical analysis; Mathematics; Geology; Optics; Seismology; Statistics; Quantum mechanics; Thermodynamics","score_opus":0.017695244494669603,"score_gpt":0.21757946709096618,"score_spread":0.19988422259629657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972335496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97771263,0.000015848025,0.008949621,0.0008247016,0.0005329042,0.0005866011,0.00016571885,0.00020302858,0.011008925],"genre_scores_gemma":[0.9932258,0.0000017135707,0.0013829404,0.0036871308,0.000082728606,0.000004572726,0.0012069636,0.000008315433,0.0003998351],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99849695,0.000030285768,0.00022136595,0.00051700167,0.00031778216,0.00041660597],"domain_scores_gemma":[0.99892205,0.000118601696,0.000034833967,0.0007348395,0.00003144574,0.00015822909],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020297064,0.00018205626,0.00021466159,0.00014831698,0.00012687659,0.00008102715,0.00048724219,0.00007918505,0.0012163587],"category_scores_gemma":[0.000025531815,0.00016090108,0.000041603576,0.00046381407,0.000067867324,0.00026450367,0.00008554227,0.00024924954,0.009464026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002203974,0.0008885696,0.18932992,0.0006479677,0.00012817384,0.00005834431,0.0012967066,0.047116436,0.013628525,0.0010649927,0.24830227,0.49533412],"study_design_scores_gemma":[0.0010021249,0.00044659022,0.03923986,0.00010578726,0.000035803223,0.0000036899949,0.0004898321,0.900448,0.0021963979,0.0011628686,0.054259375,0.00060964434],"about_ca_topic_score_codex":0.0029639816,"about_ca_topic_score_gemma":0.000076513046,"teacher_disagreement_score":0.85333157,"about_ca_system_score_codex":0.000031949847,"about_ca_system_score_gemma":0.00014486261,"threshold_uncertainty_score":0.9996967},"labels":[],"label_agreement":null},{"id":"W2972742695","doi":"10.1093/jge/gxz065","title":"Desert seismic signal denoising by 2D compact variational mode decomposition","year":2019,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Noise reduction; Desert (philosophy); Noise (video); Algorithm; SIGNAL (programming language); Hilbert–Huang transform; Seismic noise; Computer science; Norm (philosophy); Mode (computer interface); Vibration; Acoustics; Geology; Seismology; Artificial intelligence; Physics; White noise; Telecommunications","score_opus":0.004336553950641611,"score_gpt":0.20437732730465163,"score_spread":0.20004077335401002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972742695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643644,0.00023828038,0.034802143,0.00015548542,0.0001711261,0.000025634152,0.0000100359985,0.000015462161,0.00021739663],"genre_scores_gemma":[0.9975874,0.00003781313,0.0020469846,0.00018867309,0.00009759321,2.4446255e-8,0.000013743441,0.0000030597553,0.000024699933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953157,0.000009056972,0.0001440215,0.00005993698,0.00014741428,0.00010797424],"domain_scores_gemma":[0.99973035,0.000054215012,0.00008045683,0.000036332123,0.000037084257,0.00006156849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117420546,0.000071092894,0.0001188098,0.00006301889,0.00003923793,0.000050485818,0.000065915956,0.000024766863,0.000067661305],"category_scores_gemma":[0.000002919531,0.00006151597,0.0000405949,0.00006045183,0.000007367464,0.0003077985,0.0000033096464,0.0001324783,0.000010648206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008481674,0.00004864005,0.053170256,0.0000941901,0.0001372919,0.000015794885,0.00040761882,0.811755,0.07350419,0.00022856878,0.009830558,0.05072307],"study_design_scores_gemma":[0.00019178435,0.000108441745,0.025316343,0.00006392437,0.000012768563,0.000059226168,0.000022927392,0.9686271,0.0025908358,0.0008218004,0.0020787613,0.00010609658],"about_ca_topic_score_codex":0.00028485764,"about_ca_topic_score_gemma":2.0884865e-7,"teacher_disagreement_score":0.15687208,"about_ca_system_score_codex":0.000007305722,"about_ca_system_score_gemma":0.000017550512,"threshold_uncertainty_score":0.25085485},"labels":[],"label_agreement":null},{"id":"W2972762515","doi":"10.1093/gji/ggz413","title":"High-frequency seismic wave modelling of the deep Earth based on hybrid methods and spectral-element simulations: a conceptual study","year":2019,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Canada Foundation for Innovation; Texas A and M University","keywords":"Geology; Geophysics; Seismic tomography; Computation; Solver; Geophysical imaging; Mantle (geology); Computer science; Seismology; Algorithm","score_opus":0.026461858379022214,"score_gpt":0.2686092762188244,"score_spread":0.2421474178398022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972762515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94854057,0.000028106278,0.04954427,0.00060458016,0.0005262588,0.00017626777,0.000034659846,0.00001440451,0.0005308892],"genre_scores_gemma":[0.98375106,0.000008275973,0.015066978,0.0009151498,0.00014920312,4.6542e-7,0.000012795734,0.0000032296941,0.00009283535],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987985,0.00019359657,0.00025838352,0.00016762411,0.0004448091,0.0001371089],"domain_scores_gemma":[0.9993045,0.00025854676,0.00015893653,0.0001302133,0.00009148775,0.000056368397],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031907516,0.00010475454,0.00014400009,0.00008670246,0.00010561425,0.000057070603,0.0002225825,0.000018149556,0.0009563801],"category_scores_gemma":[0.000028457729,0.00006948161,0.0000815166,0.00007316876,0.00008341395,0.00016239048,0.000018062648,0.00027800517,0.000019718595],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011393257,0.00025088296,0.0354472,0.0000060648804,0.00010523919,0.000016345924,0.00044228364,0.90177274,0.0004358074,0.0008637892,0.000190959,0.06035476],"study_design_scores_gemma":[0.00046665178,0.00028601437,0.01858799,0.00002902845,0.000015219428,0.000015011616,0.00016599147,0.9712298,0.0026631425,0.006225005,0.00023201169,0.00008414215],"about_ca_topic_score_codex":0.0006746809,"about_ca_topic_score_gemma":0.000004645662,"teacher_disagreement_score":0.06945706,"about_ca_system_score_codex":0.000011157412,"about_ca_system_score_gemma":0.000040264455,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W2973787245","doi":"10.1007/s11004-019-09825-5","title":"Geological Facies Recovery Based on Weighted $$\\ell _1$$-Regularization","year":2019,"lang":"en","type":"article","venue":"Mathematical Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Comisión Nacional de Investigación Científica y Tecnológica","keywords":"Facies; Channelized; Regularization (linguistics); Pixel; Algorithm; Context (archaeology); Computer science; Artificial intelligence; Pattern recognition (psychology); Mathematics; Geology; Data mining","score_opus":0.012787775681643488,"score_gpt":0.20450079737185647,"score_spread":0.19171302169021298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973787245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7221192,0.000048612314,0.03115349,0.0029935555,0.0007130438,0.00048217285,0.000035276556,0.00048366562,0.24197099],"genre_scores_gemma":[0.9773381,0.000007843349,0.01374157,0.0032545272,0.000031323558,0.0000018293873,0.000023822824,0.0000027930405,0.005598221],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985014,0.000079218386,0.00022038074,0.00035461312,0.00052464457,0.0003197451],"domain_scores_gemma":[0.9991405,0.0004102347,0.00007237661,0.00024438062,0.000032516073,0.00009999161],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00056642585,0.00014526474,0.00019659841,0.00013690515,0.00015812238,0.00012213331,0.0003562609,0.00008629676,0.0118466085],"category_scores_gemma":[0.00018960291,0.00009253314,0.0000723436,0.0003524641,0.00027222888,0.00022880963,0.000015210079,0.00012479477,0.0029908752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045847235,0.0011528238,0.4996637,0.00062474294,0.00005179434,0.00006951069,0.001138834,0.0146792885,0.0012806499,0.052946694,0.040615734,0.38731775],"study_design_scores_gemma":[0.00015349554,0.0004986768,0.011133783,0.00006494345,0.0000065426025,0.0000061946785,0.00013376072,0.87647843,0.0014534377,0.102523774,0.007312066,0.00023490695],"about_ca_topic_score_codex":0.000115548486,"about_ca_topic_score_gemma":0.0000019332592,"teacher_disagreement_score":0.8617991,"about_ca_system_score_codex":0.00000529134,"about_ca_system_score_gemma":0.00003863344,"threshold_uncertainty_score":0.9977854},"labels":[],"label_agreement":null},{"id":"W2974444013","doi":"10.1111/1365-2478.12879","title":"Assumptions and goals for least squares migration","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hessian matrix; Least-squares function approximation; Diagonal; Operator (biology); Algorithm; Computer science; Mathematics; Mathematical optimization; Applied mathematics; Geometry; Statistics","score_opus":0.009815706957342817,"score_gpt":0.2201386526145597,"score_spread":0.21032294565721688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974444013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949682,0.00006200159,0.0007852841,0.0007458858,0.00013604922,0.00026571497,0.000016276132,0.0001249985,0.0028956113],"genre_scores_gemma":[0.99678373,0.000005047427,0.002031388,0.00030464458,0.00013432569,0.0000025674476,0.000028573482,0.0000024557362,0.00070728676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994965,0.000011795379,0.00008557697,0.00017869125,0.00008095328,0.0001464873],"domain_scores_gemma":[0.999715,0.00010728466,0.000038362297,0.00007650567,0.000026602816,0.000036259404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010610392,0.00006390915,0.00008880547,0.000028234452,0.00014738267,0.000059700295,0.00004883847,0.000025571318,0.00011055571],"category_scores_gemma":[0.000036410842,0.000053749605,0.000034608427,0.00006348574,0.000028367742,0.00018189014,0.0000060918155,0.00007213015,0.0001647066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032567867,0.000026630913,0.82887256,0.00007594873,0.000013440429,5.4017227e-7,0.000422815,0.00011217491,0.0026209208,0.0021139898,0.0038419697,0.16186643],"study_design_scores_gemma":[0.0005153015,0.00046664994,0.66759044,0.000070095266,0.000021963253,0.00000829485,0.00064783194,0.27415067,0.0064150738,0.031314623,0.01843014,0.0003689167],"about_ca_topic_score_codex":0.0013256673,"about_ca_topic_score_gemma":0.00003421763,"teacher_disagreement_score":0.2740385,"about_ca_system_score_codex":0.000002706308,"about_ca_system_score_gemma":0.000007423919,"threshold_uncertainty_score":0.21918453},"labels":[],"label_agreement":null},{"id":"W2975180865","doi":"10.2118/195934-ms","title":"Triaxial Testing System for Seismic Frequencies Measurements with Laser Displacement Sensors","year":2019,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Load cell; System of measurement; Dynamic testing; Displacement (psychology); Geotechnical engineering; Dynamic loading; Anisotropy; Materials science; Seismic loading; Geology; Shear (geology); Dynamic load testing; Triaxial shear test; Structural engineering; Engineering; Composite material; Optics","score_opus":0.04205178339718206,"score_gpt":0.23981753437680345,"score_spread":0.1977657509796214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975180865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796917,0.000044181525,0.0059698178,0.0006457714,0.00015571897,0.000865285,0.00020837942,0.00039038737,0.012028776],"genre_scores_gemma":[0.9958103,0.000008836382,0.0034657854,0.00033850918,0.000059672228,0.000008847666,0.00010672953,0.000005158911,0.00019616776],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998877,0.00004382507,0.0002096774,0.0003294892,0.000270739,0.00026929143],"domain_scores_gemma":[0.9994002,0.00010126998,0.00008966204,0.00014375188,0.0001782951,0.00008682484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041258425,0.00015603944,0.00020075025,0.0000729979,0.00014462192,0.00007718026,0.00010101186,0.00008551438,0.00011340978],"category_scores_gemma":[0.000048260943,0.00011448727,0.000036436883,0.00012650405,0.00009247647,0.00030758986,0.0000121598705,0.0001221379,0.0000594375],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005161291,0.0003490153,0.55629754,0.002642735,0.00026213416,0.00007216881,0.0016407352,0.0036813677,0.04929842,0.004261335,0.058245424,0.31808782],"study_design_scores_gemma":[0.020664487,0.025038242,0.13267848,0.008040194,0.00076891965,0.00093426765,0.028873704,0.40567365,0.29296577,0.017037502,0.060915835,0.0064089354],"about_ca_topic_score_codex":0.00089405413,"about_ca_topic_score_gemma":0.000038785904,"teacher_disagreement_score":0.4236191,"about_ca_system_score_codex":0.000017409457,"about_ca_system_score_gemma":0.000055495784,"threshold_uncertainty_score":0.46686557},"labels":[],"label_agreement":null},{"id":"W2977506869","doi":"","title":"Geological application and calculation of Mallat wavelet filter coefficients","year":2015,"lang":"en","type":"article","venue":"Computing Techniques for Geophysical and Geochemical Exploration","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PCL Construction (Canada)","funders":"","keywords":"Wavelet; Filter (signal processing); Algorithm; Mathematics; Wavelet transform; Computer science; Artificial intelligence","score_opus":0.027219540188932616,"score_gpt":0.24522822616239795,"score_spread":0.21800868597346534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977506869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6575673,0.000043814187,0.3411451,0.0004886616,0.000028152319,0.00031277203,0.000013393446,0.0001809017,0.00021988516],"genre_scores_gemma":[0.97009856,0.00000993579,0.02927919,0.00023785254,0.000069590795,0.0000052173646,0.00028446427,0.0000028514337,0.000012325083],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992513,0.000027576516,0.00020307845,0.00024643293,0.00013408196,0.00013753801],"domain_scores_gemma":[0.99949837,0.00010591618,0.00009135113,0.00009702138,0.00012074615,0.00008658725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023336115,0.00010372337,0.00016534218,0.000044700217,0.0000672038,0.000022217193,0.00007135261,0.00009114153,0.0000028673674],"category_scores_gemma":[0.000083342944,0.000085669446,0.000031392752,0.00009821844,0.00014493396,0.0001518732,0.000034076616,0.00007881005,0.000002458459],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019634991,0.00010598599,0.012562033,0.000106972526,0.000012595661,6.8258674e-7,0.0006163798,0.00012240052,0.0075622555,0.0028358737,0.0054312088,0.97044724],"study_design_scores_gemma":[0.00030078628,0.000404117,0.0035008243,0.00004034318,0.000017013932,0.0000063369203,0.000057855665,0.8519389,0.060374666,0.07873407,0.0044194385,0.00020562611],"about_ca_topic_score_codex":0.00022863784,"about_ca_topic_score_gemma":0.0000010986039,"teacher_disagreement_score":0.9702416,"about_ca_system_score_codex":0.000004558338,"about_ca_system_score_gemma":0.000010180772,"threshold_uncertainty_score":0.34934986},"labels":[],"label_agreement":null},{"id":"W2978290145","doi":"10.4095/306569","title":"The Microvibe, a broad band, light-weight and cost effective seismic source for near surface imaging","year":2018,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Broad band; Light source; Geology; Broad spectrum; Optics; Chemistry; Physics","score_opus":0.009593657467261728,"score_gpt":0.23688274592994452,"score_spread":0.22728908846268278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978290145","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057143345,0.0912236,0.03947584,0.019405624,0.014320998,0.01975356,0.0018982578,0.0028330516,0.7539457],"genre_scores_gemma":[0.40317583,0.033133224,0.02041999,0.027307015,0.0064439303,0.00026068365,0.0029768017,0.0003460474,0.5059365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978011,0.00012362572,0.00036368304,0.00066787045,0.00044396,0.000599741],"domain_scores_gemma":[0.9979247,0.0008678385,0.00027615525,0.00042649833,0.0003418898,0.00016295668],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015204487,0.00041917083,0.00043861888,0.000061079874,0.0011478508,0.0005263973,0.00040836298,0.00020685731,0.0002696858],"category_scores_gemma":[0.00018245085,0.00025890462,0.0001821416,0.0001418651,0.00048524252,0.00017658598,0.00004208189,0.0003784905,0.000136924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044658518,0.0000045088914,0.009448667,0.000068522895,0.00005036978,0.0000034708303,0.000089646936,0.00000813137,0.000017432989,7.1379264e-7,0.70988977,0.2803741],"study_design_scores_gemma":[0.00026540013,0.00011265104,0.0008236558,0.00012893899,0.000079843645,0.00014867813,0.00010194424,0.03283059,0.0026098886,0.00017493071,0.9623334,0.00039010256],"about_ca_topic_score_codex":0.019857945,"about_ca_topic_score_gemma":0.00027335968,"teacher_disagreement_score":0.34603247,"about_ca_system_score_codex":0.000033821663,"about_ca_system_score_gemma":0.00038524877,"threshold_uncertainty_score":0.9999863},"labels":[],"label_agreement":null},{"id":"W2979406847","doi":"10.1109/lgrs.2019.2943851","title":"Microseismic Denoising and Reconstruction by Unsupervised Machine Learning","year":2019,"lang":"en","type":"article","venue":"IEEE Geoscience and Remote Sensing Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Computer science; Noise (video); Artificial intelligence; Noise reduction; Signal reconstruction; Microseism; Pattern recognition (psychology); Unsupervised learning; Noisy data; Missing data; Interference (communication); SIGNAL (programming language); Signal-to-noise ratio (imaging); Noise measurement; Signal processing; Machine learning; Image (mathematics)","score_opus":0.005584779648402168,"score_gpt":0.1780751386789122,"score_spread":0.17249035903051002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979406847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909873,0.00042274804,0.005496816,0.002159644,0.0005144867,0.00008470204,0.0000048005763,0.0000975795,0.0002319139],"genre_scores_gemma":[0.97811747,0.00034895205,0.01273776,0.008332177,0.000043364216,4.8452584e-9,0.00001204977,0.000005079586,0.00040315106],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899054,0.00006474062,0.00013616063,0.00037131808,0.00015004637,0.0002871791],"domain_scores_gemma":[0.9996702,0.000060995135,0.000064356485,0.00010243359,0.00001598302,0.00008600305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030959095,0.00013042026,0.00013710558,0.00011514004,0.00035047377,0.0001533725,0.00007264514,0.000049770595,0.000022670874],"category_scores_gemma":[0.000015453357,0.00011145401,0.000023874347,0.00016254847,0.00029484788,0.00029390852,0.000010078661,0.00021301047,0.000026975602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007957104,7.731105e-7,0.016405372,0.0000131945135,0.000002883337,0.000004940589,0.00019367144,0.00004275484,0.16193973,1.3147206e-7,0.0006570185,0.8207316],"study_design_scores_gemma":[0.00038911815,0.000099014935,0.0067402874,0.00017417243,0.00001441755,0.00080337515,0.00034824567,0.95279825,0.02363596,0.0001191425,0.014462878,0.00041513567],"about_ca_topic_score_codex":0.010528552,"about_ca_topic_score_gemma":0.000019805095,"teacher_disagreement_score":0.9527555,"about_ca_system_score_codex":0.000005890131,"about_ca_system_score_gemma":0.00001265515,"threshold_uncertainty_score":0.99606043},"labels":[],"label_agreement":null},{"id":"W2979483515","doi":"10.1190/geo2018-0870.1","title":"Automatic velocity analysis using convolutional neural network and transfer learning","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Convolutional neural network; Computer science; Data set; Transfer of learning; Artificial intelligence; Set (abstract data type); Pattern recognition (psychology); Process (computing); Artificial neural network; Image (mathematics); Task (project management); Test data; Training set; Data mining; Engineering","score_opus":0.01134690017734232,"score_gpt":0.2033537468649797,"score_spread":0.19200684668763737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979483515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99738324,0.00011140007,0.00166876,0.000045054054,0.00010748453,0.00005508777,0.0000067149776,0.00008950403,0.000532778],"genre_scores_gemma":[0.9978176,0.000008420571,0.0015193381,0.0004305726,0.00006595097,1.4261036e-7,0.000052346677,0.0000019839708,0.000103695915],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937254,0.00005244558,0.000097356504,0.00015506444,0.00013555151,0.00018702017],"domain_scores_gemma":[0.9997704,0.00006307801,0.000023690363,0.000077807075,0.0000203694,0.000044657663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012903022,0.00007979624,0.00014929811,0.000045917597,0.00014428132,0.00003644403,0.000062211584,0.00003152707,0.0007336206],"category_scores_gemma":[0.0000037680509,0.00007213824,0.00006465809,0.00034181017,0.00005144516,0.00015178528,0.0000065599856,0.00013011761,0.00006244282],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007115117,0.000005122304,0.79598767,0.000018547766,0.000105499676,0.000001674517,0.00018748011,0.14401196,0.000039106635,0.00010378927,0.0001938086,0.059338223],"study_design_scores_gemma":[0.000061566956,0.000021752498,0.23510565,0.000004993669,0.00006696333,0.0000018985926,0.000036889254,0.76374125,0.0000140260145,0.000532372,0.00033503375,0.00007760903],"about_ca_topic_score_codex":0.0014976619,"about_ca_topic_score_gemma":0.000008004154,"teacher_disagreement_score":0.6197293,"about_ca_system_score_codex":0.0000032680775,"about_ca_system_score_gemma":0.000017902252,"threshold_uncertainty_score":0.8032631},"labels":[],"label_agreement":null},{"id":"W2979614232","doi":"10.3390/min9100630","title":"Editorial for Special Issue “Seismic Methods in Mineral Exploration”","year":2019,"lang":"en","type":"article","venue":"Minerals","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Mineral exploration; Geology; Borehole; Mining engineering; Earth science; Seismic exploration; Geochemistry; Seismology; Paleontology","score_opus":0.02467432715998926,"score_gpt":0.30052077372553343,"score_spread":0.2758464465655442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979614232","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26432288,0.00040928854,0.01543412,0.013169735,0.47422707,0.002952487,0.00028746767,0.0005316201,0.22866534],"genre_scores_gemma":[0.08247384,0.00007593325,0.22191598,0.008710143,0.60648966,0.000038355018,0.00081869104,0.00002775684,0.07944964],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990763,0.000088223904,0.00022074509,0.00023009503,0.00014634957,0.00023825996],"domain_scores_gemma":[0.99953586,0.00017470209,0.000053536074,0.00014556968,0.00004147365,0.000048867398],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005854067,0.000111275236,0.000187366,0.00013187222,0.000039243918,0.0000482749,0.0001588925,0.00008444082,0.0038747606],"category_scores_gemma":[0.00008345567,0.00009599493,0.000060361188,0.00014450026,0.000025549543,0.0003656385,0.0000072737694,0.00009801552,0.0004187852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042734267,0.000007805988,0.0028140103,0.000008484162,0.0000026192724,5.980124e-7,0.00015914878,0.00047326737,0.0015457991,0.000022750086,0.96980995,0.025112811],"study_design_scores_gemma":[0.00046817702,0.00011000671,0.00018164089,0.000010866004,0.000003251519,0.000001261831,0.00010020508,0.032467354,0.0032076177,0.002514213,0.96079445,0.00014095478],"about_ca_topic_score_codex":0.001990395,"about_ca_topic_score_gemma":0.0000877774,"teacher_disagreement_score":0.20648186,"about_ca_system_score_codex":0.0000068537165,"about_ca_system_score_gemma":0.00003231215,"threshold_uncertainty_score":0.99703586},"labels":[],"label_agreement":null},{"id":"W2979761470","doi":"10.1038/s41598-019-50109-z","title":"New perspectives on Solid Earth Geology from Seismic Texture to Cooperative Inversion","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Western Australia; Geological Survey of Western Australia; Australian Government; Minerals Research Institute of Western Australia; Barrick Gold Corporation","keywords":"Geology; Seismic inversion; Texture (cosmology); Seismology; Seismic to simulation; Inversion (geology); Engineering geology; Geophysics; Artificial intelligence; Tectonics; Computer science; Geometry","score_opus":0.008271547822576816,"score_gpt":0.22063629724296693,"score_spread":0.21236474942039013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979761470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97014576,0.00020634441,0.0009823446,0.0019608056,0.006299087,0.00040037293,0.0000152229,0.00018669058,0.019803382],"genre_scores_gemma":[0.96872586,0.0000082613515,0.0016963601,0.0022473817,0.00011759931,6.84831e-7,0.00014975182,0.000004906449,0.027049214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799997,0.00007256987,0.00023828256,0.00094168726,0.0004195074,0.00032801228],"domain_scores_gemma":[0.99883085,0.000063176994,0.00011963234,0.00063666457,0.0001099374,0.00023972108],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043047173,0.00017094787,0.00022500177,0.00024230075,0.0002617816,0.00019946022,0.00020968448,0.00008965604,0.009232607],"category_scores_gemma":[0.00009185961,0.0001350774,0.00007183926,0.00041701968,0.0001250469,0.00025026803,0.00003487183,0.00020126597,0.0035540485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006734646,0.000029470906,0.045385197,0.0000049118958,0.00002592231,0.00017879646,0.0056858775,0.0065743057,0.0041185427,0.0000447892,0.8972899,0.04059496],"study_design_scores_gemma":[0.00033833145,0.0006338053,0.016821977,0.000121702964,0.000018342667,0.00010479731,0.0069662724,0.040629067,0.05616364,0.00680351,0.87072194,0.000676612],"about_ca_topic_score_codex":0.0058476976,"about_ca_topic_score_gemma":0.000082481885,"teacher_disagreement_score":0.0520451,"about_ca_system_score_codex":0.000012719539,"about_ca_system_score_gemma":0.00019611882,"threshold_uncertainty_score":0.9972218},"labels":[],"label_agreement":null},{"id":"W2979764214","doi":"10.1111/1365-2478.12887","title":"Understanding acquisition and processing error in microseismic data: An example from Pouce Coupe Field, Canada","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Computer science; Probabilistic logic; Data processing; Regional geology; Inversion (geology); Signal processing; Data mining; Geology; Algorithm; Seismology; Artificial intelligence; Telmatology; Telecommunications","score_opus":0.06784926061737202,"score_gpt":0.24292118436669505,"score_spread":0.175071923749323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979764214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997667,0.00010214107,0.00076676,0.00031089704,0.00014459784,0.0001427725,0.00002872602,0.00006398997,0.0007730774],"genre_scores_gemma":[0.99759114,0.0000036488027,0.0007824572,0.0012809472,0.00010940164,4.1556677e-7,0.00018589596,0.00000438014,0.000041706437],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896526,0.000029399913,0.00014871039,0.00044301458,0.0001670634,0.00024653933],"domain_scores_gemma":[0.9994867,0.00013676003,0.00006468423,0.00023458537,0.000013391924,0.00006391684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018001227,0.00010664252,0.00015300089,0.00003524794,0.00015505933,0.00010765459,0.00018922497,0.00004042083,0.00013004344],"category_scores_gemma":[0.00001357892,0.000100239784,0.0000093485905,0.00013549201,0.000028492643,0.0006171211,0.00003961752,0.00020117893,0.000009612016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117305346,0.000046691108,0.9243777,0.00008581231,0.000013834588,0.00003469803,0.0017615374,0.0002700827,0.0038374076,0.00013129105,0.0024550003,0.06686867],"study_design_scores_gemma":[0.00077548006,0.00016659274,0.21201266,0.00020565845,0.000014578521,0.000010681501,0.0059222826,0.76589036,0.0027827285,0.0108156,0.0009063288,0.000497067],"about_ca_topic_score_codex":0.93553686,"about_ca_topic_score_gemma":0.20441793,"teacher_disagreement_score":0.76562023,"about_ca_system_score_codex":0.000036882742,"about_ca_system_score_gemma":0.00009981986,"threshold_uncertainty_score":0.81009936},"labels":[],"label_agreement":null},{"id":"W2979804331","doi":"10.1093/gji/ggz445","title":"Mechanical analysis of viscoelastic models for Earth media","year":2019,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Viscoelasticity; Moduli; Poromechanics; Attenuation; Standard linear solid model; Adiabatic process; Earth materials; Earth (classical element); Elastic modulus; Physics; Geophysics; Seismic wave; Porous medium; Statistical physics; Geology; Classical mechanics; Geotechnical engineering; Thermodynamics; Optics; Quantum mechanics; Porosity","score_opus":0.015262342718070589,"score_gpt":0.23682539945541378,"score_spread":0.2215630567373432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979804331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8729991,0.00004178832,0.118339024,0.00097228715,0.001658894,0.0001234004,0.00026582115,0.000038486465,0.0055612396],"genre_scores_gemma":[0.9949431,0.00001655029,0.0040306235,0.00044667683,0.00020005828,4.0664764e-7,0.000095654425,0.0000022599606,0.00026470236],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908173,0.000025600462,0.00023839943,0.00013360477,0.00038036864,0.00014027538],"domain_scores_gemma":[0.9992312,0.00031249045,0.00013020376,0.00008159631,0.00016321613,0.00008126363],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020141319,0.00007472326,0.00020444389,0.00024542847,0.000037085985,0.000040685325,0.00028410516,0.00003561331,0.0020742414],"category_scores_gemma":[0.000052264793,0.000057897334,0.00026716408,0.00019898568,0.000032781314,0.0002585005,0.000012087736,0.00013871769,0.00007155449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019216205,0.000772921,0.078320265,0.00006867477,0.009191812,0.00004033817,0.0013929915,0.3868165,0.0076693934,0.09900446,0.024174223,0.3906268],"study_design_scores_gemma":[0.00024128912,0.00011150958,0.01573836,0.000014242279,0.000134915,0.000007769029,0.000045090153,0.95440066,0.0007634507,0.026546152,0.0019164567,0.000080102334],"about_ca_topic_score_codex":0.00016601004,"about_ca_topic_score_gemma":0.000008598577,"teacher_disagreement_score":0.56758416,"about_ca_system_score_codex":0.0000044473636,"about_ca_system_score_gemma":0.000031381765,"threshold_uncertainty_score":0.998838},"labels":[],"label_agreement":null},{"id":"W2980180079","doi":"10.4095/314913","title":"Assessment of non-saline aquifers and potential impacts of oil and gas development activities, including induced seismicity, on these aquifers in the Fox Creek area (AB)","year":2019,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Aquifer; Induced seismicity; Geology; Fossil fuel; Hydrology (agriculture); Environmental science; Petroleum engineering; Groundwater; Geotechnical engineering; Seismology; Engineering; Waste management","score_opus":0.04736688672966288,"score_gpt":0.29732622627494115,"score_spread":0.24995933954527827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980180079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590906,0.00023243432,0.000089617024,0.00034935903,0.00031397902,0.00022690916,0.00006573292,0.000026907066,0.039604496],"genre_scores_gemma":[0.9945466,0.0030859425,0.00096873223,0.0006584076,0.000036287576,0.0000027054523,0.00017172437,0.000010813113,0.00051880954],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974626,0.00015649854,0.0005966266,0.00041734037,0.0010205145,0.0003464483],"domain_scores_gemma":[0.99867624,0.00036091535,0.0004904536,0.00030507962,0.00008980583,0.00007748444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021645185,0.00033166964,0.00066700944,0.00042895114,0.00009289589,0.00007730796,0.0003037719,0.00023425979,0.00013097521],"category_scores_gemma":[0.00007531766,0.00022797029,0.00007485639,0.00019900949,0.00015967106,0.00018595502,0.00009670946,0.00050485105,9.470582e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021590026,0.00024916924,0.34769073,0.00175387,0.00035949663,0.00007341128,0.0033522092,0.0002266857,0.0015311597,0.000009525908,0.015239454,0.6292984],"study_design_scores_gemma":[0.002865063,0.0024910634,0.89095765,0.0048253494,0.0003025794,0.00037406982,0.012685314,0.03155152,0.016812192,0.00027174404,0.034780186,0.00208324],"about_ca_topic_score_codex":0.05455065,"about_ca_topic_score_gemma":0.00060051226,"teacher_disagreement_score":0.62721515,"about_ca_system_score_codex":0.000051878866,"about_ca_system_score_gemma":0.0010961316,"threshold_uncertainty_score":0.95174515},"labels":[],"label_agreement":null},{"id":"W2980937689","doi":"10.1190/geo2019-0107.1","title":"An approach for attenuation-compensating multidimensional constant- <i>Q</i> viscoacoustic reverse time migration","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuation; Seismic migration; Amplitude; Dispersion (optics); Anelastic attenuation factor; Acoustics; Constant (computer programming); Mathematical analysis; Seismic wave; Physics; Computer science; Optics; Mathematics; Geophysics","score_opus":0.009761219314121529,"score_gpt":0.21067838216898868,"score_spread":0.20091716285486716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980937689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91912895,0.000029214345,0.07489683,0.0002527193,0.00035754766,0.00076459016,0.00026254676,0.00023203631,0.004075575],"genre_scores_gemma":[0.914446,0.0000030234373,0.08136247,0.0016278177,0.00011470769,0.000002953628,0.0018491152,0.000006037854,0.00058784743],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920595,0.000039526003,0.00014098054,0.00024979215,0.00017934367,0.00018440359],"domain_scores_gemma":[0.9994856,0.00010730821,0.0000842273,0.00018732826,0.00008149602,0.000054039032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000206757,0.000105741245,0.00012949757,0.00003737271,0.00013774575,0.000035741057,0.000099008874,0.000043880867,0.0002808608],"category_scores_gemma":[0.000014320009,0.000095876414,0.000050201365,0.00009649346,0.000041029773,0.0002977595,0.0000048151946,0.00007598883,0.00040983869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000603608,0.0006472041,0.2356992,0.00050984276,0.0001815191,0.000008502534,0.0034217928,0.20164432,0.1743524,0.0032319603,0.16663365,0.213066],"study_design_scores_gemma":[0.00026203564,0.00010099944,0.002129778,0.000013483086,0.000014698575,0.0000029013668,0.0002044309,0.9929921,0.0010711474,0.00068348204,0.0023655756,0.00015937755],"about_ca_topic_score_codex":0.000882644,"about_ca_topic_score_gemma":0.0000030508265,"teacher_disagreement_score":0.79134774,"about_ca_system_score_codex":0.000005004276,"about_ca_system_score_gemma":0.00004303515,"threshold_uncertainty_score":0.5267784},"labels":[],"label_agreement":null},{"id":"W2981369619","doi":"10.1190/int-2019-0070.1","title":"A robust workflow for performing joint impedance inversion and its applications","year":2019,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Workflow; Inversion (geology); Computer science; Geology; Electrical impedance; Data mining; Data set; Seismic inversion; Joint (building); Algorithm; Seismology; Artificial intelligence; Engineering; Mathematics; Database; Geometry; Structural engineering; Azimuth","score_opus":0.018749906785408017,"score_gpt":0.21997005022959648,"score_spread":0.20122014344418845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981369619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87057376,0.0006778565,0.120325066,0.0008366153,0.000317238,0.0010262135,0.000031679632,0.00017507341,0.0060365056],"genre_scores_gemma":[0.992126,0.00004900159,0.0065111,0.0008826802,0.000030286052,0.000010764802,0.000053738855,0.0000025740937,0.00033389474],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954444,0.0000135505425,0.00010709506,0.00016152477,0.00007063199,0.00010272742],"domain_scores_gemma":[0.9997149,0.000081051185,0.000052961434,0.00007394567,0.000042790864,0.000034347737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015078658,0.000061003673,0.000071154325,0.00006490634,0.00007870035,0.000034310848,0.00006096646,0.000033475506,0.00017369169],"category_scores_gemma":[0.000027526463,0.00005448723,0.000028164728,0.00006548593,0.0000144169435,0.00028023162,0.00000622981,0.000054019147,0.00012821236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056007506,0.0000066741936,0.019829292,0.000111700014,0.00000927568,1.96022e-7,0.00077920564,0.0014581715,0.00088900275,0.00021198993,0.0023487224,0.9742998],"study_design_scores_gemma":[0.00013215061,0.00007650806,0.002352223,0.00006555882,0.0000068525655,0.000003426224,0.00017669422,0.98442847,0.0025860972,0.0010819755,0.009011532,0.000078534234],"about_ca_topic_score_codex":0.000089381734,"about_ca_topic_score_gemma":0.00000610762,"teacher_disagreement_score":0.9829703,"about_ca_system_score_codex":0.000005828211,"about_ca_system_score_gemma":0.0000125060005,"threshold_uncertainty_score":0.22219248},"labels":[],"label_agreement":null},{"id":"W2981403287","doi":"10.4095/212889","title":"Isostatic residual gravity anomaly map, Canada","year":2001,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Residual; Geology; Gravity anomaly; Geodesy; Anomaly (physics); Bouguer anomaly; Paleontology; Computer science; Physics","score_opus":0.022417884301497246,"score_gpt":0.23171344889577822,"score_spread":0.20929556459428098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981403287","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006299278,0.0018430084,0.00009949022,0.002347096,0.002958482,0.00025106643,0.0006902963,0.0003016397,0.98520964],"genre_scores_gemma":[0.21493645,0.004235092,0.005007621,0.015666597,0.0017335251,0.000003790591,0.0063727153,0.00004036514,0.75200385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977238,0.00006501959,0.00034221492,0.00040202547,0.0010536368,0.00041329316],"domain_scores_gemma":[0.9990306,0.000110423425,0.0001702298,0.00036300704,0.00015395622,0.00017177225],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048766093,0.00026833414,0.00035445153,0.00012473486,0.00014962042,0.00006443717,0.0003367996,0.00016564956,0.012886397],"category_scores_gemma":[0.00009135202,0.00021521641,0.00006856741,0.00015154829,0.000071984745,0.00008863869,0.000016320444,0.0003849127,0.00019023125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033764322,0.0000026622429,0.07026539,0.000047241025,0.000015215988,0.00014197292,0.0000051692246,0.0000046523146,9.986037e-8,0.0000012656333,0.8974001,0.032112863],"study_design_scores_gemma":[0.000049143746,0.000039635965,0.029347459,0.0000641671,0.000026359976,0.00011606977,0.00006969189,0.0003444793,0.000049877468,0.0002717327,0.9693045,0.0003168866],"about_ca_topic_score_codex":0.9982622,"about_ca_topic_score_gemma":0.95851994,"teacher_disagreement_score":0.2332058,"about_ca_system_score_codex":0.0000671054,"about_ca_system_score_gemma":0.004607236,"threshold_uncertainty_score":0.98801595},"labels":[],"label_agreement":null},{"id":"W2981423270","doi":"10.1093/gji/ggz476","title":"Estimating elastic properties and attenuation factor from different frequency components of observed seismic data","year":2019,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Anelastic attenuation factor; Attenuation coefficient; Acoustics; Geology; Seismic wave; Reflection coefficient; Mathematical analysis; Mathematics; Optics; Seismology; Physics","score_opus":0.07896158415065391,"score_gpt":0.24330184749852993,"score_spread":0.16434026334787602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981423270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955175,0.00006901811,0.0026469459,0.00050306873,0.00082252425,0.000057323232,0.00021933325,0.00001823137,0.00014604628],"genre_scores_gemma":[0.9965001,0.000014325419,0.0026380906,0.00020763614,0.00022328796,1.7215869e-7,0.00035712324,0.0000026712473,0.00005660917],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991077,0.00004586903,0.00023237453,0.00016770561,0.00034234024,0.000104018305],"domain_scores_gemma":[0.99946654,0.00010447011,0.00016803983,0.00013367296,0.000068934496,0.000058349713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073052,0.00008994988,0.00014034772,0.000051580642,0.000055063916,0.000078164885,0.00038053282,0.000026372252,0.0005778485],"category_scores_gemma":[0.000054097567,0.000063606996,0.00003158081,0.000026771058,0.000050260176,0.00046911763,0.000052926345,0.00017612145,0.00006614252],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008572871,0.000092285576,0.8751438,0.000028168313,0.00015457546,0.0000066932316,0.00031114355,0.0013378157,0.029966943,0.000031115276,0.00074598164,0.092095725],"study_design_scores_gemma":[0.0001773541,0.000041265874,0.4025855,0.00009632709,0.000007847164,0.000008136533,0.000025609452,0.59421355,0.00050415355,0.0021975657,0.00008248486,0.000060182396],"about_ca_topic_score_codex":0.0023054706,"about_ca_topic_score_gemma":0.000005648071,"teacher_disagreement_score":0.5928757,"about_ca_system_score_codex":0.000007727378,"about_ca_system_score_gemma":0.000016589327,"threshold_uncertainty_score":0.6327036},"labels":[],"label_agreement":null},{"id":"W2981469146","doi":"10.4095/299419","title":"A relocated earthquake catalogue for seismic events in the Horn River Basin, northeast British Columbia, using the single-station location method","year":2016,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Seismology; French horn; Geology; Structural basin; Geography; Paleontology","score_opus":0.044012280622509406,"score_gpt":0.27320845593157306,"score_spread":0.22919617530906367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981469146","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16619079,0.0024443562,0.7908196,0.0056881052,0.0043930546,0.008374592,0.0052613895,0.0006907048,0.016137443],"genre_scores_gemma":[0.9745341,0.00042216238,0.008266104,0.0039013522,0.00039365687,0.00003695167,0.005137153,0.00003102118,0.007277517],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973945,0.00047782093,0.00054422976,0.0005043513,0.0006794507,0.00039967214],"domain_scores_gemma":[0.9980798,0.00054137263,0.00038921396,0.00042219693,0.0005153477,0.00005211701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029553887,0.00021213185,0.00032243677,0.00012190918,0.00045149674,0.00023390882,0.00047590572,0.00021883954,0.00021900266],"category_scores_gemma":[0.0003052195,0.00016411752,0.00013661607,0.00044283393,0.00016120881,0.00027630772,0.000017267274,0.00030403072,0.000026918837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024969488,0.000051225492,0.045322817,0.00013634615,0.000051801053,0.000012076687,0.00044479538,0.0006060859,0.000004022881,0.000001039801,0.18719418,0.76615065],"study_design_scores_gemma":[0.00079570716,0.0002685164,0.1752845,0.0012435996,0.00023303105,0.00095561944,0.0012793671,0.15337807,0.000057330195,0.0021033864,0.66349864,0.0009022187],"about_ca_topic_score_codex":0.75246626,"about_ca_topic_score_gemma":0.21266007,"teacher_disagreement_score":0.8083433,"about_ca_system_score_codex":0.000074710035,"about_ca_system_score_gemma":0.000664855,"threshold_uncertainty_score":0.80170685},"labels":[],"label_agreement":null},{"id":"W2981601276","doi":"10.4095/222417","title":"Geophysical series - NTS 93H/4, 93A/13 - Wells, British Columbia","year":2006,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Series (stratigraphy); Geology; Geophysics; Seismology; Paleontology","score_opus":0.01187441673222314,"score_gpt":0.20437451028026285,"score_spread":0.1925000935480397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981601276","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016455108,0.0013901858,0.00004190672,0.00033423305,0.0023644636,0.0003265439,0.0008801887,0.0008997334,0.9773076],"genre_scores_gemma":[0.06998639,0.0028801688,0.0014305423,0.0020383638,0.0015329688,0.000004329809,0.0040206662,0.000029652463,0.91807693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729514,0.000063066735,0.00045161205,0.0006359396,0.0010219512,0.00053231086],"domain_scores_gemma":[0.9989946,0.00005833801,0.0001872963,0.0003916921,0.00020419931,0.0001639044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035839522,0.00026649414,0.00055271713,0.000069644324,0.00030093442,0.00090173347,0.00042488117,0.00038592017,0.020725977],"category_scores_gemma":[0.000057552123,0.0003532807,0.00022857772,0.00020183293,0.00038943894,0.0003485799,0.000037440375,0.00052073883,0.000914624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020340353,0.00001727353,0.0776693,0.00005617611,0.000018028506,0.00011648068,0.000003223378,0.0000028657773,2.5943703e-7,5.65875e-7,0.85797787,0.064135894],"study_design_scores_gemma":[0.00007728913,0.000090161855,0.11825519,0.00013218478,0.000036132507,0.0003650107,0.000028672173,0.00026009566,0.000022663491,0.000830486,0.8794426,0.00045953912],"about_ca_topic_score_codex":0.97242755,"about_ca_topic_score_gemma":0.33790433,"teacher_disagreement_score":0.6345232,"about_ca_system_score_codex":0.000022967582,"about_ca_system_score_gemma":0.00053646514,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W2981609291","doi":"10.4095/295966","title":"Ocean bottom seismometer survey","year":2015,"lang":"gl","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Seismometer; Ocean bottom; Geology; Oceanography; Seismology","score_opus":0.08513449211370903,"score_gpt":0.2787233049776572,"score_spread":0.19358881286394813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981609291","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017063973,0.0069378815,0.0002076108,0.0011030824,0.008837844,0.00093089533,0.0023073289,0.0014462618,0.96116513],"genre_scores_gemma":[0.24534129,0.011382282,0.0061244736,0.012116078,0.0017921759,0.0000017651007,0.012995238,0.00009133828,0.71015537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938333,0.0006321217,0.0009368597,0.0010870182,0.002556134,0.0009545851],"domain_scores_gemma":[0.9959405,0.0004273567,0.00047634068,0.00097456615,0.0014748517,0.0007063489],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008369619,0.00074951164,0.0010265178,0.00054805813,0.0002526388,0.00035495486,0.00095227186,0.00081444636,0.018549297],"category_scores_gemma":[0.001041035,0.00059266126,0.00031088744,0.0006484326,0.00033217293,0.0003867033,0.000100585545,0.0012341853,0.0049988055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021832933,0.000034580535,0.13248082,0.0000507003,0.00006486948,0.000059457314,0.000042775293,0.000005372571,1.03754665e-7,7.992085e-7,0.77940696,0.08783172],"study_design_scores_gemma":[0.00019371827,0.00040589206,0.03154717,0.000119264354,0.00007364827,0.00016531508,0.00009154567,0.008448269,0.000044967866,0.00019052713,0.95785946,0.00086021726],"about_ca_topic_score_codex":0.21966173,"about_ca_topic_score_gemma":0.0003542752,"teacher_disagreement_score":0.25100976,"about_ca_system_score_codex":0.000101629346,"about_ca_system_score_gemma":0.002589045,"threshold_uncertainty_score":0.9996525},"labels":[],"label_agreement":null},{"id":"W2981685585","doi":"10.4095/296858","title":"Additional insights on fracture patterns in the northern Anticosti Basin from satellite, aerial and bathymetric images","year":2015,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Lineament; Geology; Fracture (geology); Structural basin; Satellite; Bathymetry; Remote sensing; Seismology; Geomorphology; Paleontology; Oceanography; Tectonics","score_opus":0.026079590029032394,"score_gpt":0.23548745739754126,"score_spread":0.20940786736850886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981685585","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10780473,0.011688267,0.00012827673,0.003562364,0.003208581,0.0012768888,0.11219601,0.0004396721,0.75969523],"genre_scores_gemma":[0.8627836,0.008522349,0.0009350621,0.017603267,0.0033912405,0.000012822187,0.10286574,0.000031927804,0.0038539902],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99763024,0.00016980177,0.00029510158,0.00044143217,0.0012403746,0.00022303367],"domain_scores_gemma":[0.9982262,0.0010440141,0.00016749006,0.00028505022,0.00018560913,0.000091610185],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049495377,0.00028824198,0.00033064064,0.00036373697,0.00009272744,0.00017087799,0.00031171145,0.000272967,0.034786016],"category_scores_gemma":[0.0004951422,0.00016502125,0.000069131434,0.0002461736,0.0000882217,0.00015245873,0.000015916301,0.000578131,0.00016518559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017834724,0.00002035117,0.03430627,0.000008721742,0.000012934157,0.00006622473,0.000108735,0.000002951001,1.3261882e-7,3.3046604e-7,0.86957777,0.09587775],"study_design_scores_gemma":[0.00011796994,0.000081276026,0.20950906,0.0001216759,0.000015067708,0.000019240177,0.00012201206,0.00009234173,0.000019650044,0.00047378056,0.78922206,0.00020585727],"about_ca_topic_score_codex":0.057227604,"about_ca_topic_score_gemma":0.0030731899,"teacher_disagreement_score":0.7558412,"about_ca_system_score_codex":0.000027451753,"about_ca_system_score_gemma":0.00040148228,"threshold_uncertainty_score":0.96609634},"labels":[],"label_agreement":null},{"id":"W2981769171","doi":"10.1190/geo2019-0221.1","title":"Time-lapse acoustic impedance variations during CO2 injection in Weyburn oilfield, Canada","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Calibration; Inversion (geology); Geology; Baseline (sea); Seismic inversion; Mineralogy; Seismology; Mathematics; Statistics; Geometry","score_opus":0.0033704194837778493,"score_gpt":0.16820790458903187,"score_spread":0.16483748510525403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981769171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99539185,0.000029520335,0.000095726595,0.00016013291,0.0003958219,0.000090391666,0.000022609589,0.00005522155,0.003758703],"genre_scores_gemma":[0.9973148,0.000010203949,0.000104316285,0.0005321499,0.00006959999,8.299057e-7,0.00003785307,0.0000027115711,0.0019275196],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937236,0.000018759176,0.0001130647,0.00015550795,0.00014926527,0.00019104796],"domain_scores_gemma":[0.9996814,0.00006119062,0.000045858415,0.00014972752,0.000023722561,0.000038067563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006865571,0.00007794831,0.00009723119,0.000044466382,0.00007324589,0.000020227611,0.000105542684,0.00003383577,0.0005543108],"category_scores_gemma":[0.000016059186,0.000077174016,0.000019856241,0.00020965077,0.000015270896,0.00017203664,0.000008729382,0.00013996747,0.00032437433],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014628044,0.00011522208,0.6747716,0.00027142826,0.000066867986,0.000080880534,0.0018457794,0.1740658,0.017465731,0.00018064349,0.050889146,0.08010062],"study_design_scores_gemma":[0.0007378613,0.00014810328,0.4330672,0.00010106902,0.000021083168,0.000024648227,0.0005123842,0.5511042,0.006984677,0.0022728401,0.0044402853,0.0005856325],"about_ca_topic_score_codex":0.6016079,"about_ca_topic_score_gemma":0.08845063,"teacher_disagreement_score":0.5131573,"about_ca_system_score_codex":0.000021490156,"about_ca_system_score_gemma":0.00015992635,"threshold_uncertainty_score":0.9281828},"labels":[],"label_agreement":null},{"id":"W2981869265","doi":"10.4095/223226","title":"Borehole shear wave velocity measurements of Champlain Sea sediments in the Ottawa-Montréal region","year":2007,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Borehole; Geology; Oceanography; Wave velocity; Shear (geology); Geomorphology; Seismology; Geotechnical engineering; Paleontology","score_opus":0.07809196750811719,"score_gpt":0.2664684365072023,"score_spread":0.1883764689990851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981869265","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017366355,0.003456056,0.0009946859,0.0014120582,0.001454613,0.0010395485,0.00013773155,0.00017669947,0.97396225],"genre_scores_gemma":[0.9775018,0.0015076499,0.0044786544,0.0071301716,0.00060060946,0.0000069568728,0.0015032084,0.000028027554,0.0072429357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967292,0.0002044012,0.0005785103,0.00036870607,0.0017259305,0.0003932667],"domain_scores_gemma":[0.99888563,0.0001224278,0.00031179734,0.00042553828,0.00018130288,0.00007327303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041414415,0.00026094343,0.0003862469,0.00030181376,0.0001066261,0.000029530343,0.00038402635,0.000280267,0.0004524464],"category_scores_gemma":[0.00013970971,0.00017005009,0.00016721721,0.00032386967,0.00012406433,0.000115840136,0.000019216475,0.00048453468,0.000036181118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003111556,0.000050506806,0.17434311,0.000074698066,0.000045470228,0.00006593508,0.00024659568,0.000014155017,0.000001473222,0.0000021955511,0.74171585,0.08340892],"study_design_scores_gemma":[0.0005476577,0.00028322922,0.19990662,0.00036124437,0.000067543675,0.0001838362,0.0005330249,0.002630506,0.0016993643,0.00023818588,0.792968,0.00058083475],"about_ca_topic_score_codex":0.22506751,"about_ca_topic_score_gemma":0.0021427185,"teacher_disagreement_score":0.9667193,"about_ca_system_score_codex":0.000052717733,"about_ca_system_score_gemma":0.00030493445,"threshold_uncertainty_score":0.78009284},"labels":[],"label_agreement":null},{"id":"W2981900899","doi":"10.4095/222498","title":"Seismic reflection imaging of the Cascadia plate boundary offshore Vancouver Island","year":2002,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Seismology; Geology; Reflection (computer programming); Plate tectonics; Boundary (topology); Oceanography; Geophysical imaging; Tectonics; Computer science","score_opus":0.021249104439934427,"score_gpt":0.24237235695433584,"score_spread":0.2211232525144014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981900899","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008671094,0.0030950983,0.0002972587,0.0003943954,0.0069560613,0.00035577157,0.00023412652,0.00023497197,0.97976124],"genre_scores_gemma":[0.74643934,0.0028535274,0.00038267154,0.0019484118,0.000629252,0.000002397493,0.00018848681,0.000029729508,0.24752618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799526,0.00009610985,0.0004284843,0.00037539474,0.00079186424,0.00031289828],"domain_scores_gemma":[0.99886996,0.00007616812,0.00036530985,0.00046442013,0.00015867501,0.000065464876],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005748287,0.00028526734,0.0003831997,0.00019528014,0.00025417758,0.00006243101,0.00037575274,0.0001983105,0.0047708405],"category_scores_gemma":[0.000065152846,0.00017238138,0.00023788479,0.00026969844,0.00022306087,0.00018367481,0.000030785763,0.00055753754,0.00006852881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007096282,0.000003985522,0.077507354,0.00006215598,0.000023145001,0.0000064813503,0.00004736583,0.00007873116,0.0000019162937,1.6727164e-7,0.8685371,0.05372446],"study_design_scores_gemma":[0.00011853436,0.00004687247,0.006992446,0.00018927951,0.000078255776,0.00018013369,0.000058607293,0.028622093,0.00084107387,0.00019452484,0.9624006,0.00027759053],"about_ca_topic_score_codex":0.041166242,"about_ca_topic_score_gemma":0.004314206,"teacher_disagreement_score":0.73776823,"about_ca_system_score_codex":0.000043551714,"about_ca_system_score_gemma":0.00037477617,"threshold_uncertainty_score":0.99613893},"labels":[],"label_agreement":null},{"id":"W2982035210","doi":"10.4095/296308","title":"Acquisition, processing and interpretation of the Lalor 3C-3D seismic data","year":2014,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Interpretation (philosophy); Geology; Computer science; Seismology; Programming language","score_opus":0.028913389773620558,"score_gpt":0.2651284769706785,"score_spread":0.23621508719705792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982035210","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026121791,0.015940849,0.15883905,0.006765034,0.005260598,0.0016872534,0.0020147515,0.0008689451,0.7825017],"genre_scores_gemma":[0.9922629,0.00046600023,0.0017443122,0.0016415883,0.00013678962,4.7505543e-7,0.0008582716,0.0000052532914,0.0028844357],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884504,0.000065793,0.0002723409,0.00030199616,0.0003985559,0.00011626644],"domain_scores_gemma":[0.9989568,0.00006340853,0.00029097436,0.0005010875,0.00015507685,0.00003266603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007715793,0.00013055668,0.0002086674,0.00007726165,0.000105726125,0.000060669594,0.0004858007,0.00011403352,0.0003541358],"category_scores_gemma":[0.00011634709,0.00007823977,0.000031230196,0.000102107246,0.00015372019,0.00023374497,0.00007493198,0.00017066125,0.000013094979],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000595019,0.0000032598168,0.011286522,0.000255391,0.000011527594,4.3210173e-7,0.00007795308,0.000025150943,0.0000026744758,0.0000010833556,0.1717907,0.81653935],"study_design_scores_gemma":[0.000059830014,0.000031883825,0.006954467,0.0005152859,0.00006760046,0.000056120112,0.00007757451,0.71244365,0.00016377932,0.00044419916,0.27901664,0.00016895971],"about_ca_topic_score_codex":0.007228585,"about_ca_topic_score_gemma":0.00009123787,"teacher_disagreement_score":0.9661411,"about_ca_system_score_codex":0.0000051766897,"about_ca_system_score_gemma":0.0002712597,"threshold_uncertainty_score":0.9993824},"labels":[],"label_agreement":null},{"id":"W2982040868","doi":"10.4095/297964","title":"Magnitude conversion relations for very short distances: The Charlevoix, Quebec, Seismic Zone","year":2016,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Magnitude (astronomy); Geodesy; Seismology; Geology; Geometry; Physics; Mathematics; Astronomy","score_opus":0.02850560771277279,"score_gpt":0.2528543737966354,"score_spread":0.2243487660838626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982040868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030757084,0.009972685,0.15256612,0.023032531,0.011182037,0.0037537713,0.0044425917,0.0016546969,0.79031986],"genre_scores_gemma":[0.18891612,0.009314736,0.0020064681,0.0053248787,0.0017416571,0.00004804188,0.0036512052,0.000044721244,0.7889522],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777585,0.00007350607,0.00045419513,0.00052877364,0.00072903966,0.00043864362],"domain_scores_gemma":[0.99824506,0.0005733518,0.00020125392,0.0005488908,0.00031327657,0.00011816351],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009583298,0.0003413778,0.00038221825,0.00015851125,0.0005118071,0.00011797536,0.0005443657,0.00030745592,0.005259378],"category_scores_gemma":[0.0001386432,0.0001861369,0.00028613117,0.0001433757,0.00028342963,0.0003226767,0.000029342782,0.00034247185,0.0005798679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023968276,0.000007686539,0.00511004,0.00006825195,0.00004659075,0.0000040099467,0.000037793263,0.000009974627,0.0000023363427,0.000022859998,0.8969686,0.09769786],"study_design_scores_gemma":[0.00013443465,0.000058556478,0.0021855396,0.00019674172,0.000097066666,0.000022178832,0.00014955799,0.004119007,0.00014982457,0.00036677145,0.992177,0.00034328722],"about_ca_topic_score_codex":0.04336675,"about_ca_topic_score_gemma":0.003401804,"teacher_disagreement_score":0.18584041,"about_ca_system_score_codex":0.000079986145,"about_ca_system_score_gemma":0.0008047833,"threshold_uncertainty_score":0.99564993},"labels":[],"label_agreement":null},{"id":"W2982097665","doi":"10.4095/297295","title":"Hazus-MH 2.1 Canada application and databases: earthquake and flood module","year":2015,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Flood myth; Database; Geography; Computer science; Archaeology","score_opus":0.030789537440058214,"score_gpt":0.240052796337374,"score_spread":0.20926325889731578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982097665","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05673546,0.026587311,0.0035149157,0.0024446996,0.0018826486,0.0013386905,0.0039041732,0.0006121896,0.9029799],"genre_scores_gemma":[0.93581504,0.012024518,0.007369628,0.0042037303,0.0007060201,0.00000970238,0.0067792665,0.000028163702,0.033063963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998484,0.000029658033,0.0002011654,0.00040315502,0.0006862255,0.00019579724],"domain_scores_gemma":[0.9991597,0.000050599527,0.00010368578,0.00029337185,0.00019078376,0.00020187316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062759797,0.00018531304,0.00024328222,0.00007217731,0.00010149848,0.000052478255,0.000113219765,0.00008637856,0.00036267418],"category_scores_gemma":[0.00008736887,0.00014996299,0.000015477815,0.0000750008,0.00007942985,0.00013119123,0.000028439677,0.00018761512,0.000016576756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026588614,0.000002425292,0.01754137,0.000055616154,0.000010793069,0.0000066126577,0.000009524895,0.0000035799335,5.528603e-7,0.000005604832,0.7631317,0.21922958],"study_design_scores_gemma":[0.00007632127,0.000023980587,0.008905769,0.000030054873,0.000025030038,0.00009420865,0.00007562406,0.007927731,0.00005022921,0.000100549856,0.98247343,0.00021706964],"about_ca_topic_score_codex":0.9816287,"about_ca_topic_score_gemma":0.7946385,"teacher_disagreement_score":0.8790795,"about_ca_system_score_codex":0.000022651655,"about_ca_system_score_gemma":0.0016915397,"threshold_uncertainty_score":0.6115313},"labels":[],"label_agreement":null},{"id":"W2982109775","doi":"10.4095/222259","title":"Comparison of geophysical shear-wave velocity methods","year":2007,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geophysics; Geology; Wave velocity; Shear (geology); Seismology; Petrology","score_opus":0.12255480456425644,"score_gpt":0.3957856049981458,"score_spread":0.27323080043388936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982109775","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003420886,0.0013838756,0.04049342,0.00012463544,0.0015377849,0.0002069114,0.00008226825,0.00026467373,0.95248556],"genre_scores_gemma":[0.2524714,0.0010312285,0.7077668,0.0015562458,0.0012039471,0.0000014565267,0.0012253983,0.000029763285,0.034713782],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785936,0.00013526995,0.00055848743,0.0003401241,0.0008047865,0.0003019668],"domain_scores_gemma":[0.99860257,0.00038113797,0.00031248553,0.00033247282,0.00025290987,0.00011840034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019052306,0.00022828738,0.0007268975,0.00020140958,0.00006999994,0.000020352016,0.0002293234,0.0003273992,0.004538996],"category_scores_gemma":[0.00018088167,0.00017771676,0.00021704884,0.00022373724,0.00020160174,0.00006856947,0.000025743668,0.0005494262,0.000101149555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009948984,0.000026834447,0.02734998,0.000081646715,0.000030475956,0.0000050425638,0.000049409788,0.000003922275,0.00000740391,0.0000102684335,0.28657958,0.6858455],"study_design_scores_gemma":[0.0000819958,0.00020461877,0.065599665,0.00010268094,0.00007406573,0.000030593965,0.00015023294,0.027097568,0.020485846,0.0007268387,0.88503206,0.00041383458],"about_ca_topic_score_codex":0.06377101,"about_ca_topic_score_gemma":0.000052918174,"teacher_disagreement_score":0.91777176,"about_ca_system_score_codex":0.000016633969,"about_ca_system_score_gemma":0.0003786587,"threshold_uncertainty_score":0.996371},"labels":[],"label_agreement":null},{"id":"W2982170752","doi":"10.4095/296310","title":"Mode-converted VMS ore lens reflections in vertical seismic profiles and 3D finite difference modeling from Flin Flon, Manitoba, Canada","year":2014,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Mode (computer interface); Geology; Lens (geology); Seismology; Computer science; Petroleum engineering","score_opus":0.049987987208942014,"score_gpt":0.24947658301293182,"score_spread":0.1994885958039898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982170752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8698678,0.0024326392,0.050247654,0.0020186987,0.003833174,0.001145829,0.0016568351,0.0007880003,0.06800938],"genre_scores_gemma":[0.99109465,0.0016093252,0.0018743494,0.0020904955,0.00023898204,0.0000073543615,0.0015138377,0.000017585304,0.0015533934],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974803,0.00011950651,0.00055666507,0.000710638,0.00065624435,0.00047670063],"domain_scores_gemma":[0.9989313,0.00028096803,0.00008386389,0.0003719129,0.00016198886,0.00016998657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026745096,0.00038935276,0.00055762095,0.0002336253,0.00019591977,0.00009096686,0.000285609,0.00034846153,0.0006618085],"category_scores_gemma":[0.00019790804,0.00032272414,0.000057010966,0.00018753266,0.000095887575,0.00014029762,0.00004075386,0.000764524,0.000026345917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021706319,0.00011337999,0.40807042,0.0006662601,0.00033297038,0.00033207046,0.00070125813,0.060539823,0.00011698792,0.000026044729,0.28985074,0.23903298],"study_design_scores_gemma":[0.00015549554,0.000038380575,0.005213381,0.00024100536,0.000044961296,0.000021491263,0.00014757657,0.97545075,0.00014442956,0.0005593975,0.017549988,0.00043314978],"about_ca_topic_score_codex":0.99335617,"about_ca_topic_score_gemma":0.9379208,"teacher_disagreement_score":0.9149109,"about_ca_system_score_codex":0.000104050494,"about_ca_system_score_gemma":0.0015299474,"threshold_uncertainty_score":0.99992245},"labels":[],"label_agreement":null},{"id":"W2982203777","doi":"10.4095/293613","title":"3D-3C seismic acquisition and data processing at the Lalor VMS Deposit, Manitoba","year":2014,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Seismology; Mining engineering; Computer science","score_opus":0.041806240483628056,"score_gpt":0.2665644439956034,"score_spread":0.22475820351197537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982203777","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12708533,0.046834417,0.020788373,0.008502533,0.00519204,0.0022630617,0.001962303,0.0023499548,0.78502196],"genre_scores_gemma":[0.91256005,0.010846143,0.006452229,0.017455745,0.0021822671,0.000006515334,0.014310316,0.000049654744,0.03613709],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998024,0.000092157774,0.00030140343,0.0006497552,0.00062975736,0.00030295583],"domain_scores_gemma":[0.99861825,0.00013846059,0.00023474888,0.0008146897,0.00010269391,0.000091162874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011562392,0.00026968587,0.00028121273,0.000093681476,0.0005291869,0.00027349667,0.0006824107,0.00020700778,0.0008919771],"category_scores_gemma":[0.00006492404,0.00016210944,0.00004058104,0.000105809806,0.00019500613,0.00032360182,0.00018973289,0.0003123326,0.00021660938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007340177,0.0000033807482,0.011320145,0.0001457488,0.000015321504,0.00000978089,0.000029786976,0.000007905139,0.0000036973734,3.2002487e-7,0.47873122,0.50972533],"study_design_scores_gemma":[0.000098414064,0.00005192965,0.010139792,0.00025369765,0.00012268702,0.00063619344,0.0001476027,0.09480364,0.0002167853,0.00011947626,0.8930312,0.0003785852],"about_ca_topic_score_codex":0.06148069,"about_ca_topic_score_gemma":0.0033330107,"teacher_disagreement_score":0.7854747,"about_ca_system_score_codex":0.000025339308,"about_ca_system_score_gemma":0.00018195533,"threshold_uncertainty_score":0.9766524},"labels":[],"label_agreement":null},{"id":"W2982234372","doi":"10.4095/222514","title":"Precise relocations of slab seismicity in the northern Cascadia subduction zone","year":2002,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Subduction; Geology; Slab; Seismology; Induced seismicity; Geophysics; Tectonics","score_opus":0.03811482438870111,"score_gpt":0.24534559186559662,"score_spread":0.2072307674768955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982234372","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11831255,0.0044605345,0.0015290547,0.003950683,0.0017619714,0.0010807044,0.00032697956,0.00027295089,0.86830455],"genre_scores_gemma":[0.9616421,0.0050454717,0.00086554803,0.0007789292,0.00028539682,0.000006045094,0.0005716977,0.0000101027,0.030794714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838895,0.00012851394,0.00041483555,0.0002667725,0.0006054498,0.00019549577],"domain_scores_gemma":[0.99897015,0.00013563872,0.0002347944,0.00042451866,0.00019831577,0.00003658677],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009788884,0.00016720481,0.00025936458,0.00023991172,0.00008678284,0.000024433619,0.0003533732,0.0001887315,0.0017634835],"category_scores_gemma":[0.00012392989,0.00010897597,0.00009819787,0.00039417195,0.00014912854,0.00012230502,0.00000834204,0.0003832791,0.00012560442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009999158,0.00006911014,0.09925705,0.00010975395,0.00002682258,0.000015394997,0.0011799802,0.0004113072,0.0000032021799,0.000007788904,0.5465325,0.35237706],"study_design_scores_gemma":[0.00013727839,0.00010326958,0.044435713,0.00015908532,0.00006175913,0.0002122533,0.000920649,0.011137268,0.00040681197,0.00033954185,0.94173735,0.00034900554],"about_ca_topic_score_codex":0.26939628,"about_ca_topic_score_gemma":0.010373406,"teacher_disagreement_score":0.84332955,"about_ca_system_score_codex":0.000025592277,"about_ca_system_score_gemma":0.00023902657,"threshold_uncertainty_score":0.999149},"labels":[],"label_agreement":null},{"id":"W2982235101","doi":"10.4095/285374","title":"Compilation of digital strong motion data for eastern Canada","year":2010,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Motion (physics); Computer science; Geography; Computer graphics (images); Artificial intelligence","score_opus":0.07478264085512096,"score_gpt":0.270927880248699,"score_spread":0.19614523939357806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982235101","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008972285,0.00063120143,0.08447344,0.0011356251,0.008363543,0.0014489345,0.12174393,0.0002156095,0.77301544],"genre_scores_gemma":[0.8861267,0.00005046497,0.002493224,0.00010513636,0.00038598344,6.54379e-7,0.099416524,0.000007651775,0.011413643],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989835,0.000006634625,0.0002376985,0.00022885468,0.0004215392,0.000121768986],"domain_scores_gemma":[0.9990967,0.0000703504,0.00020599428,0.00041842108,0.00016423714,0.000044306646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025190134,0.00010408631,0.000178332,0.000054761713,0.000041582294,0.000041093543,0.00034340293,0.000102450045,0.00070492545],"category_scores_gemma":[0.00010308996,0.0000847894,0.000029483193,0.000036574827,0.00003301611,0.00026050373,0.000022572234,0.00013766854,0.0000050601025],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064319534,0.000004815022,0.11890985,0.00008782694,0.00001762286,7.739576e-7,0.0000031750917,0.000021640724,0.0000010924574,0.0000032507564,0.39461833,0.48632517],"study_design_scores_gemma":[0.00007348394,0.000033590906,0.009467,0.0000412627,0.000026864276,0.000009213195,0.00004160219,0.10610823,0.00011273301,0.00007851419,0.8838506,0.00015690402],"about_ca_topic_score_codex":0.8604125,"about_ca_topic_score_gemma":0.4996162,"teacher_disagreement_score":0.8771544,"about_ca_system_score_codex":0.000009878654,"about_ca_system_score_gemma":0.0010863954,"threshold_uncertainty_score":0.7718439},"labels":[],"label_agreement":null},{"id":"W2982287120","doi":"10.4095/291766","title":"Shear wave velocity logs from vertical seismic profiles (VSP)","year":2012,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Vertical seismic profile; Seismology; Shear (geology); Wave velocity; Seismic velocity; Geodesy; Petrology","score_opus":0.058939072181342984,"score_gpt":0.2521896930223036,"score_spread":0.19325062084096062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982287120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048466757,0.0077552903,0.0028410675,0.0020733662,0.0066356333,0.0007670087,0.0013264462,0.0015622305,0.9285722],"genre_scores_gemma":[0.9186066,0.0048234444,0.016749673,0.009144574,0.0041023414,0.000009436298,0.007955988,0.000057924743,0.038550053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973156,0.00010747913,0.00043673487,0.00055651483,0.00097097043,0.0006126901],"domain_scores_gemma":[0.9987671,0.00020134781,0.00010063914,0.00048383296,0.00015136422,0.0002957342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065541954,0.0003820856,0.00052862155,0.00011161767,0.00015847407,0.00008492978,0.00032992958,0.00054651353,0.027514558],"category_scores_gemma":[0.00016321415,0.00028827542,0.00020015187,0.00012934695,0.00021811547,0.00023254396,0.000048032998,0.0007190769,0.0025491768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015898517,0.000023742265,0.025332008,0.000049065842,0.00006009544,0.000029963434,0.000055587134,0.000003674653,0.000004112867,0.0000060375214,0.8021646,0.17225522],"study_design_scores_gemma":[0.00011648191,0.0000673311,0.046131004,0.00011375763,0.000106916785,0.000067693254,0.00007026325,0.019826468,0.0018087529,0.000920888,0.9301766,0.00059381005],"about_ca_topic_score_codex":0.10375658,"about_ca_topic_score_gemma":0.000068936475,"teacher_disagreement_score":0.89002216,"about_ca_system_score_codex":0.00004276249,"about_ca_system_score_gemma":0.000583685,"threshold_uncertainty_score":0.99995697},"labels":[],"label_agreement":null},{"id":"W2982694885","doi":"10.4236/ijg.2019.1010054","title":"Seismic Data Quality Control and Interpolation Using Principal Component Analysis","year":2019,"lang":"en","type":"article","venue":"International Journal of Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Principal component analysis; Interpolation (computer graphics); Quality (philosophy); Geology; Component (thermodynamics); Control (management); Data quality; Computer science; Statistics; Mathematics; Engineering; Artificial intelligence; Operations management","score_opus":0.04167339695103327,"score_gpt":0.31456785686559585,"score_spread":0.27289445991456257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982694885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733615,0.00015763861,0.024350183,0.00077569054,0.0009117014,0.000039302467,0.00007235004,0.000008348195,0.00032329917],"genre_scores_gemma":[0.99574476,0.000037228805,0.0034510377,0.000631865,0.00008167957,2.1891921e-8,0.000021909136,7.844354e-7,0.000030696283],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873024,0.000088037006,0.00034812267,0.00016214229,0.0005723963,0.00009906641],"domain_scores_gemma":[0.9990946,0.00015735191,0.0003881273,0.00013013081,0.00016888096,0.000060875715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001362003,0.00006433333,0.00016666627,0.0003410899,0.000050530285,0.0001324494,0.00073048024,0.000022298673,0.00029998005],"category_scores_gemma":[0.00008900283,0.000047309048,0.000055830635,0.00018171381,0.00010887783,0.00081581227,0.00004297877,0.00009724205,0.000008458608],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049823124,0.0000113491915,0.9807533,0.0000020883183,0.00013266054,0.0000035131307,0.00008432511,0.0036732212,0.00029168918,0.000033838023,0.00007789561,0.014886286],"study_design_scores_gemma":[0.00017525862,0.00003629063,0.32413778,0.0000141993105,0.000037984355,0.00003659829,0.00017656818,0.6737573,0.0000319773,0.00025217648,0.0012964498,0.00004738245],"about_ca_topic_score_codex":0.0038551858,"about_ca_topic_score_gemma":0.000042411444,"teacher_disagreement_score":0.6700841,"about_ca_system_score_codex":0.000008840778,"about_ca_system_score_gemma":0.000064245025,"threshold_uncertainty_score":0.5827913},"labels":[],"label_agreement":null},{"id":"W2982993412","doi":"10.1111/1365-2478.12904","title":"Effective utilization of seismic reflection technique with moderate cost in uranium exploration","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Borehole; Seismology; Regional geology; Mineral exploration; Mineral resource classification; Economic geology; Drilling; Environmental geology; Seismic to simulation; Reflection (computer programming); Seismic refraction; Seismic inversion; Geophysics; Tectonics; Volcanism; Geochemistry; Geotechnical engineering","score_opus":0.01780878998843677,"score_gpt":0.24379665466323025,"score_spread":0.22598786467479348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982993412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.963745,0.000013950661,0.028715717,0.000079890946,0.00008620988,0.0012644919,0.000003384773,0.00013716986,0.0059542144],"genre_scores_gemma":[0.9989884,0.000004252755,0.00076845905,0.00007460375,0.000036550784,0.000022032284,0.000027736343,0.000005213425,0.00007274409],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919254,0.00007932826,0.00015947118,0.00024237474,0.00016332726,0.00016294226],"domain_scores_gemma":[0.9996161,0.00007508897,0.00010988779,0.00011545024,0.00005911937,0.000024354558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025698228,0.0001066263,0.00017795514,0.00010751634,0.00006153421,0.000022926139,0.00006246239,0.00004197173,0.000038451657],"category_scores_gemma":[0.000022653494,0.00008435195,0.000026854164,0.000424404,0.000035609974,0.0004952913,0.0000067037663,0.00019011901,0.00004044752],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001365142,0.0001354603,0.63540184,0.00027873626,0.000027396703,0.000007750831,0.0017294699,0.04750118,0.02725219,0.00048714818,0.000109792236,0.28570387],"study_design_scores_gemma":[0.00059872575,0.0008688671,0.05850873,0.00019567394,0.000009588234,0.0000084602325,0.00025257622,0.54165477,0.3923615,0.0052039246,0.00011461903,0.0002225482],"about_ca_topic_score_codex":0.0029448282,"about_ca_topic_score_gemma":0.00005545998,"teacher_disagreement_score":0.57689315,"about_ca_system_score_codex":0.0000198474,"about_ca_system_score_gemma":0.000018556653,"threshold_uncertainty_score":0.44517192},"labels":[],"label_agreement":null},{"id":"W2983371294","doi":"10.5539/jmr.v11n6p58","title":"Numerical Study of Spurious Inertial Modes in Shallow Water Models for a Variable Bathymetry","year":2019,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Spurious relationship; Mathematics; Bathymetry; Eigenvalues and eigenvectors; Shallow water equations; Mathematical analysis; Inviscid flow; Galerkin method; Inertial frame of reference; Inertia; Finite element method; Classical mechanics; Physics; Geology","score_opus":0.07595984583035416,"score_gpt":0.33376171629046214,"score_spread":0.257801870460108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983371294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99143225,0.00008846751,0.0057647214,0.00013445772,0.00006667624,0.00035505323,0.0000040877926,0.000005699455,0.0021486054],"genre_scores_gemma":[0.9830839,0.000014919631,0.016614288,0.000028268785,0.000035707188,0.0000010503005,0.0000015088456,0.000004939629,0.00021542255],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982358,0.00012900749,0.00049674476,0.00010479113,0.0007483172,0.00028533943],"domain_scores_gemma":[0.99893445,0.00046664267,0.00010729593,0.00016430735,0.0002593203,0.000067958215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034501282,0.000074294556,0.00031625107,0.00045535265,0.000039764378,0.00003809518,0.00037665054,0.0000531114,0.00034779354],"category_scores_gemma":[0.00013426601,0.00004527279,0.00005841729,0.00019499355,0.000034116023,0.00023589385,0.000025246656,0.00033485677,0.000017692628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029156914,0.011444024,0.22675885,0.0035991143,0.0005722202,0.00020969221,0.056174666,0.6224023,0.023158269,0.0030563711,0.018096086,0.031612728],"study_design_scores_gemma":[0.00094898377,0.0016050709,0.00028991402,0.00011961687,0.000008019681,0.000027700318,0.0039113,0.9627685,0.0038392802,0.026187994,0.00021600234,0.000077642246],"about_ca_topic_score_codex":0.0010263363,"about_ca_topic_score_gemma":0.000008057885,"teacher_disagreement_score":0.34036618,"about_ca_system_score_codex":0.0000128920265,"about_ca_system_score_gemma":0.000078279896,"threshold_uncertainty_score":0.38080955},"labels":[],"label_agreement":null},{"id":"W2983657328","doi":"","title":"InSAR Monitoring of Surface Deformation in Alberta's Oil Sands","year":2013,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interferometric synthetic aperture radar; Oil sands; Geology; Remote sensing; Deformation monitoring; Deformation (meteorology); Geography; Synthetic aperture radar; Asphalt; Cartography; Oceanography","score_opus":0.011506886456284312,"score_gpt":0.20627546832070018,"score_spread":0.19476858186441587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983657328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97334784,0.00011261403,0.0000048980514,0.00017282646,0.00019354631,0.000040653325,7.8978866e-7,0.00005948518,0.026067354],"genre_scores_gemma":[0.9936634,0.000063706524,0.006007842,0.000054166234,0.000039051632,5.832041e-7,0.00000533996,0.0000036873976,0.0001622299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908555,0.000030751664,0.0003287488,0.000139318,0.00017859865,0.00023702373],"domain_scores_gemma":[0.9994271,0.00018005302,0.00015296893,0.0001399631,0.000040907722,0.000059007158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043008343,0.000098140736,0.0001306552,0.00009325475,0.000061048486,0.000041469906,0.0001483523,0.00006042401,0.00005889331],"category_scores_gemma":[0.00016993294,0.00008990334,0.00003104234,0.00014736799,0.000030938678,0.0004241125,0.000011539339,0.00015564825,0.00021064615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031007955,0.000007973625,0.9471583,0.00003829767,0.0000028449012,9.134828e-7,0.00031430263,0.017769042,0.0013214928,0.0000014033451,0.00008791826,0.033294417],"study_design_scores_gemma":[0.0001368597,0.000015858914,0.949704,0.00029549902,0.0000030917124,0.0000026439682,0.00018547969,0.0074321106,0.04102203,0.00007773532,0.0009939756,0.00013074688],"about_ca_topic_score_codex":0.3347801,"about_ca_topic_score_gemma":0.00079712353,"teacher_disagreement_score":0.33398297,"about_ca_system_score_codex":0.000008950387,"about_ca_system_score_gemma":0.000019243931,"threshold_uncertainty_score":0.66964966},"labels":[],"label_agreement":null},{"id":"W2983807332","doi":"10.1190/geo2019-0138.1","title":"A theory-guided deep-learning formulation and optimization of seismic waveform inversion","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":226,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Penn West Exploration (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Inversion (geology); Seismic inversion; Broyden–Fletcher–Goldfarb–Shanno algorithm; Recurrent neural network; Inverse problem; Algorithm; Nonlinear system; Waveform; Artificial neural network; Deep learning; Mathematical optimization; Artificial intelligence; Mathematics; Geology; Seismology","score_opus":0.007396725858046595,"score_gpt":0.1944332774883335,"score_spread":0.1870365516302869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983807332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674248,0.000055453016,0.026124032,0.000057036013,0.0000994276,0.00013070111,0.000003530619,0.000070313225,0.006034675],"genre_scores_gemma":[0.9954996,0.0000570505,0.0037045805,0.00029026376,0.000019385063,1.9865737e-7,0.000094008516,0.00000284739,0.00033202674],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950933,0.000035291374,0.00011215679,0.00011812522,0.0001182573,0.00010685878],"domain_scores_gemma":[0.9996959,0.000055168628,0.000090312285,0.00008886752,0.000040950108,0.000028818784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016869669,0.00006820272,0.000096090414,0.00005643265,0.00006471925,0.0000147182445,0.00005776421,0.00003265406,0.0002380298],"category_scores_gemma":[0.000015551203,0.000058366142,0.000026769403,0.00011761197,0.00002568134,0.0002859654,0.000011644362,0.00007553979,0.000051496456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075410564,0.000015618936,0.12979062,0.00010748833,0.000021072972,7.6557455e-7,0.0013824189,0.38856822,0.0003877825,0.0013282347,0.00036454957,0.47795781],"study_design_scores_gemma":[0.00018362088,0.000079909005,0.008024626,0.000021138609,0.000008653576,0.0000018460069,0.00021964262,0.9835541,0.001334726,0.0057800417,0.0007104885,0.00008120204],"about_ca_topic_score_codex":0.0006440244,"about_ca_topic_score_gemma":0.0000012220426,"teacher_disagreement_score":0.5949859,"about_ca_system_score_codex":0.0000036122476,"about_ca_system_score_gemma":0.000010502196,"threshold_uncertainty_score":0.26062593},"labels":[],"label_agreement":null},{"id":"W2985514430","doi":"10.1080/22020586.2019.12073187","title":"Deep neural networks for 1D impedance inversion","year":2019,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Inversion (geology); Computer science; Artificial neural network; Synthetic data; Algorithm; Seismic inversion; Deep neural networks; Noise (video); Artificial intelligence; Data mining; Geology; Mathematics; Seismology","score_opus":0.010570638935626328,"score_gpt":0.22162786068575782,"score_spread":0.2110572217501315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985514430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97325164,0.0009633148,0.006670953,0.0017739262,0.0024798517,0.00090471463,0.000043743898,0.0005376834,0.013374143],"genre_scores_gemma":[0.9925246,0.000036445235,0.0020756398,0.0045537436,0.00014388298,0.000001862695,0.00016125316,0.0000065330423,0.00049599225],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989081,0.00002492497,0.00020407538,0.00030467208,0.00017272047,0.0003855076],"domain_scores_gemma":[0.9992932,0.0001817965,0.00011128091,0.00024148962,0.00004491936,0.0001272882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024802578,0.00014641126,0.00015354945,0.00006676997,0.00012057341,0.000056441266,0.00023065948,0.000093155875,0.0007461494],"category_scores_gemma":[0.000038170503,0.00012625977,0.00009284859,0.00010562957,0.000045234796,0.0003518126,0.000011381515,0.00017671811,0.0003208973],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007702343,0.000018605442,0.0037922924,0.000024880123,0.000010739587,0.000009975398,0.0000462617,0.025893982,0.000034426335,0.00005626609,0.023239637,0.9467959],"study_design_scores_gemma":[0.00034419206,0.00015631203,0.1083434,0.000015241465,0.000009520822,0.000012366034,0.00009355677,0.8684763,0.001024314,0.0010029473,0.02033954,0.00018232402],"about_ca_topic_score_codex":0.00074894924,"about_ca_topic_score_gemma":0.000031562333,"teacher_disagreement_score":0.9466136,"about_ca_system_score_codex":0.000006355834,"about_ca_system_score_gemma":0.000018555958,"threshold_uncertainty_score":0.8169813},"labels":[],"label_agreement":null},{"id":"W2985713859","doi":"10.1016/j.petrol.2019.106666","title":"An evaluation of empirical and rock physics models to estimate shear wave velocity in a potential shale gas reservoir using wireline logs","year":2019,"lang":"en","type":"article","venue":"Journal of Petroleum Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"University of Engineering and Technology, Peshawar","keywords":"Petrophysics; Oil shale; Geology; Wireline; Shear (geology); Mineralogy; Reservoir modeling; Well logging; Consolidation (business); Formation evaluation; Empirical modelling; Geotechnical engineering; Petrology; Geophysics; Porosity","score_opus":0.04462972554865416,"score_gpt":0.29597570714442134,"score_spread":0.25134598159576715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985713859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787296,0.000107190914,0.02087272,0.000113185575,0.000094861025,0.00004101617,0.0000019025395,0.0000060946563,0.000033423148],"genre_scores_gemma":[0.9885707,0.000016141306,0.011318352,0.000052618536,0.00003833668,8.422293e-8,5.663625e-7,0.0000019364518,0.0000012811464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891275,0.000022161566,0.000204998,0.0001275366,0.00056795403,0.0001645803],"domain_scores_gemma":[0.99953103,0.00001887537,0.00007321173,0.00007410929,0.00018814596,0.00011465355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019316996,0.000067495246,0.0001494148,0.00023480102,0.000044387074,0.000045610544,0.00011439185,0.000025238669,0.000010263219],"category_scores_gemma":[0.000054083986,0.00005617493,0.000017524208,0.00027354533,0.00003079593,0.00085342326,0.000017073553,0.00012146945,5.457732e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016267206,0.000007683458,0.012572603,0.000011675665,0.000001608912,0.0000023837115,0.00023846948,0.9731499,0.008631683,0.0000032240343,0.000010034043,0.0053544766],"study_design_scores_gemma":[0.0002065217,0.00017590751,0.026583219,0.00007487604,0.00000939823,0.000051827148,0.00012264615,0.9711087,0.0013479344,0.00024886732,0.000006778526,0.00006337249],"about_ca_topic_score_codex":0.00029299065,"about_ca_topic_score_gemma":0.00000312692,"teacher_disagreement_score":0.014010616,"about_ca_system_score_codex":0.000022496813,"about_ca_system_score_gemma":0.00012236311,"threshold_uncertainty_score":0.22907472},"labels":[],"label_agreement":null},{"id":"W2985735369","doi":"10.1080/22020586.2019.12073229","title":"Sensitivity-based data reduction of large 3D DC/IP surveys","year":2019,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Condor Petroleum (Canada)","funders":"","keywords":"Sensitivity (control systems); Computation; Reduction (mathematics); Computer science; Algorithm; Inversion (geology); Data reduction; Data mining; Synthetic data; Mathematics; Geology; Engineering; Electronic engineering","score_opus":0.025061363854122037,"score_gpt":0.25648067312293993,"score_spread":0.2314193092688179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985735369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878017,0.00010404284,0.0009912606,0.00047903863,0.0007233523,0.00022550851,0.00081396534,0.00018970748,0.008671471],"genre_scores_gemma":[0.99471664,0.000013794316,0.002829792,0.0004501268,0.00006252381,1.9268327e-7,0.0016551971,0.0000050834587,0.00026667025],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99858165,0.0002464501,0.00024820102,0.00035803573,0.00029060076,0.00027509296],"domain_scores_gemma":[0.9987942,0.00018229423,0.00016923783,0.000707897,0.00006336418,0.00008298678],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023708504,0.00012603698,0.00018671904,0.0001102484,0.000064462976,0.000027452004,0.00023674699,0.00007989778,0.0011060198],"category_scores_gemma":[0.000100198624,0.000113327085,0.00004114173,0.0001577406,0.00006090558,0.00043544214,0.000023371937,0.00017935275,0.000512877],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009428539,0.00026407972,0.022881428,0.00014477492,0.000048330414,0.00007219629,0.0000972939,0.0031311999,0.003288263,0.000044902303,0.037311994,0.93262124],"study_design_scores_gemma":[0.0004399925,0.000114275295,0.8830482,0.00006308349,0.000018671364,0.000033609354,0.00012840462,0.054762755,0.04377871,0.00021488438,0.017152742,0.00024472355],"about_ca_topic_score_codex":0.0060829306,"about_ca_topic_score_gemma":0.000111315974,"teacher_disagreement_score":0.9323765,"about_ca_system_score_codex":0.00000418666,"about_ca_system_score_gemma":0.00009441437,"threshold_uncertainty_score":0.9998071},"labels":[],"label_agreement":null},{"id":"W2986556378","doi":"10.1080/22020586.2019.12073006","title":"Investigating the Effect of Fluid Substitution on AVO Response: A Physical Modelling Study","year":2019,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Amplitude; Amplitude versus offset; Offset (computer science); Reflection (computer programming); Substitution (logic); Plot (graphics); Position (finance); Point (geometry); Acoustics; Mechanics; Geology; Soil science; Environmental science; Computer science; Mathematics; Optics; Physics; Statistics; Geometry","score_opus":0.015749309211401684,"score_gpt":0.24773459914196505,"score_spread":0.23198528993056336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986556378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997455,0.000031385327,0.000035199897,0.00015994161,0.00014998532,0.00042069447,0.0000091067795,0.00008090614,0.0016577838],"genre_scores_gemma":[0.99953717,0.0000018794937,0.000105251456,0.00022040532,0.00004829953,0.0000019986308,0.000013373905,0.000003915764,0.00006767975],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99871135,0.00030558323,0.00019841417,0.00023367623,0.00035525256,0.00019570862],"domain_scores_gemma":[0.9985549,0.00093989866,0.000120944,0.000299344,0.000025417321,0.00005950263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012461066,0.00013533382,0.00017969774,0.00007100882,0.00013036933,0.000032925833,0.0002055646,0.000037485355,0.00006261459],"category_scores_gemma":[0.00015932259,0.000082292994,0.00006494962,0.00015397064,0.00009333873,0.00015864229,0.0000093911785,0.00023858224,0.00025300338],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020176019,0.00031854864,0.050370548,0.000109780674,0.00010017796,0.000043332002,0.00309404,0.7132215,0.005431666,0.0002179058,0.001954622,0.22312029],"study_design_scores_gemma":[0.0007795265,0.0032025836,0.44094244,0.00012871632,0.000040472016,0.000009374416,0.00043872098,0.4403565,0.11250302,0.00081107917,0.00055573066,0.00023183411],"about_ca_topic_score_codex":0.0011746513,"about_ca_topic_score_gemma":0.0000039895385,"teacher_disagreement_score":0.3905719,"about_ca_system_score_codex":0.0000061602223,"about_ca_system_score_gemma":0.00003557856,"threshold_uncertainty_score":0.3355811},"labels":[],"label_agreement":null},{"id":"W2986812080","doi":"10.1190/geo2018-0786.1","title":"Seismic velocity estimation: A deep recurrent neural-network approach","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Artificial neural network; Deep learning; Convolutional neural network; Mean squared error; Computer science; Interval (graph theory); Midpoint; Artificial intelligence; Seismic velocity; Data set; Recurrent neural network; Pattern recognition (psychology); Algorithm; Geology; Seismology; Mathematics; Geometry; Statistics","score_opus":0.011269255143944112,"score_gpt":0.20310545881355754,"score_spread":0.19183620366961343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986812080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9428405,0.00035631214,0.022248128,0.00047448018,0.0012991003,0.00040269856,0.000021805223,0.0004317515,0.031925216],"genre_scores_gemma":[0.98548216,0.000019413264,0.012094123,0.0016043321,0.00019712425,0.0000015543874,0.00020180934,0.0000043145774,0.00039518168],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990869,0.000046662193,0.00013405064,0.00024749886,0.00020545264,0.000279409],"domain_scores_gemma":[0.9995392,0.00004762735,0.000070005626,0.00024688776,0.000030242138,0.0000660315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001458759,0.00012619812,0.00014738504,0.000026976108,0.000117447504,0.000051280535,0.00020026603,0.000046995927,0.00037424968],"category_scores_gemma":[0.000007062774,0.00011022555,0.00006352612,0.00024248328,0.000042870193,0.0002198827,0.00001700037,0.00017891638,0.0012347687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019829899,0.000029437613,0.036981344,0.000050155246,0.000015183769,0.0000015538951,0.00023246148,0.19157267,0.0000019660783,0.00018277299,0.023165328,0.7477473],"study_design_scores_gemma":[0.0001029679,0.000055841352,0.02621036,0.000011231317,0.000007688981,0.0000054297216,0.000035548608,0.96086603,0.000024874646,0.0043604528,0.008167509,0.00015205926],"about_ca_topic_score_codex":0.00057708996,"about_ca_topic_score_gemma":0.0000016957765,"teacher_disagreement_score":0.76929337,"about_ca_system_score_codex":0.0000056998665,"about_ca_system_score_gemma":0.000024008012,"threshold_uncertainty_score":0.9995429},"labels":[],"label_agreement":null},{"id":"W2988389128","doi":"","title":"What moved where?: The impact of velocity uncertainty on microseismic location and moment-tensor inversion","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Microseism; Moment (physics); Moment tensor; Inversion (geology); Hydraulic fracturing; Geology; Geodesy; Seismology; Geotechnical engineering; Physics; Classical mechanics","score_opus":0.01916039720597022,"score_gpt":0.2619587895085666,"score_spread":0.2427983923025964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988389128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99390274,0.00022659014,0.00015374074,0.0030267367,0.0001674063,0.00014378328,0.000012635029,0.000034065597,0.0023323135],"genre_scores_gemma":[0.997321,0.00082150055,0.00014168335,0.00089171104,0.000021207843,3.9327827e-7,0.000014843172,0.0000018369277,0.00078583695],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994122,0.00004371689,0.00011204389,0.00016077903,0.0001313278,0.00013997569],"domain_scores_gemma":[0.99934036,0.00006600201,0.00013361542,0.00034893557,0.00005795762,0.000053116808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002655964,0.00009816771,0.00010955847,0.000042370044,0.00045231378,0.00019446814,0.00025534423,0.000045754696,0.00033759035],"category_scores_gemma":[0.00003520425,0.000053675198,0.00004840722,0.000041778287,0.0002764003,0.00047330538,0.00002098019,0.000090649955,0.00003617172],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032047724,0.00005885507,0.295326,0.000053080283,0.000075809105,0.0000028440847,0.0011081904,0.002656116,0.0017628496,0.00012534742,0.111116424,0.587394],"study_design_scores_gemma":[0.00055056275,0.00042936063,0.63649243,0.00015499024,0.000016092481,0.0000058947853,0.001180905,0.34286895,0.011639994,0.0018692778,0.004574103,0.00021747148],"about_ca_topic_score_codex":0.048485246,"about_ca_topic_score_gemma":0.00010774712,"teacher_disagreement_score":0.58717656,"about_ca_system_score_codex":0.000010578243,"about_ca_system_score_gemma":0.000033808745,"threshold_uncertainty_score":0.957851},"labels":[],"label_agreement":null},{"id":"W2989046584","doi":"10.1080/22020586.2019.12073032","title":"Potential field analysis of the East African Rift in eastern Tanzania – guiding seismic survey planning","year":2019,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Teck (Canada)","funders":"","keywords":"Geology; Rift; Structural basin; Basement; Precambrian; East African Rift; Paleontology; Sedimentary basin; Sedimentary rock; Tanzania; Fault (geology); Seismology; Geomorphology; Geography; Archaeology","score_opus":0.02203438155174912,"score_gpt":0.23862965907552627,"score_spread":0.21659527752377716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989046584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99022084,0.0000822997,0.00012209117,0.00029004164,0.00029035844,0.000116165436,0.00006662094,0.000035082834,0.0087764915],"genre_scores_gemma":[0.998724,0.000005129764,0.00011968903,0.00077702425,0.000020109197,3.77414e-7,0.000070764705,0.0000037336995,0.00027919066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986835,0.00013387816,0.000344427,0.00026105467,0.000300692,0.00027645237],"domain_scores_gemma":[0.99917567,0.00018957203,0.00021020802,0.00032355697,0.00003986693,0.000061124774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069158355,0.00012997728,0.00025675958,0.00028321028,0.00006198283,0.000040064995,0.00037010858,0.00007702179,0.00060607743],"category_scores_gemma":[0.00010149826,0.00009670166,0.00012461592,0.0007292444,0.000041756197,0.00016840693,0.000026924215,0.0001722403,0.00005759901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073687894,0.000033079847,0.90284204,0.000013540362,0.00012008496,0.000022022741,0.0003757538,0.049624674,0.00020846276,0.000003971164,0.0014373118,0.04524535],"study_design_scores_gemma":[0.00013118863,0.000038286515,0.8962252,0.00003987233,0.00005095206,0.0000035699438,0.000260145,0.10097022,0.0017688472,0.000069712034,0.00032786635,0.000114148956],"about_ca_topic_score_codex":0.028971728,"about_ca_topic_score_gemma":0.00044296446,"teacher_disagreement_score":0.05134555,"about_ca_system_score_codex":0.0000059445365,"about_ca_system_score_gemma":0.000046978843,"threshold_uncertainty_score":0.9774944},"labels":[],"label_agreement":null},{"id":"W2989846876","doi":"","title":"Modeling of Wide-Angle Seismic Attributes From Shot Gather 11 of SAREX in Southern Alberta","year":2001,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Shot (pellet); Remote sensing; Seismology","score_opus":0.028236784093154086,"score_gpt":0.22446909074840227,"score_spread":0.19623230665524818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989846876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869013,0.00035194092,0.00015515584,0.0003319911,0.000083844934,0.00008742149,0.000056988712,0.00004579911,0.011985564],"genre_scores_gemma":[0.9978678,0.00004030252,0.0013121453,0.0004141484,0.000034558692,5.358031e-7,0.00009064867,0.000008094504,0.0002317163],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863434,0.000058899463,0.00051007606,0.00025994275,0.00024406431,0.00029265645],"domain_scores_gemma":[0.99897534,0.00047284656,0.00019449035,0.00022822469,0.00005983786,0.0000692529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047139404,0.00015324865,0.00028263114,0.00012361426,0.000044594966,0.000018141187,0.00027108612,0.00010524925,0.000102191094],"category_scores_gemma":[0.00028861576,0.00013829228,0.000074784686,0.00017538949,0.00006349511,0.00014159441,0.000017561526,0.0001587522,0.00006335959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030834348,0.000033441378,0.8323765,0.0000147843175,0.0000112457665,0.000009572388,0.0013000929,0.16277105,0.00023796358,8.3841525e-7,0.00033389864,0.0028797952],"study_design_scores_gemma":[0.0005457854,0.00008749663,0.079533204,0.00068562455,0.00003390143,0.000008028306,0.003260337,0.90638417,0.0060029277,0.0016318127,0.0014354516,0.00039128502],"about_ca_topic_score_codex":0.84102297,"about_ca_topic_score_gemma":0.062747434,"teacher_disagreement_score":0.7782755,"about_ca_system_score_codex":0.000006177715,"about_ca_system_score_gemma":0.000038118887,"threshold_uncertainty_score":0.954355},"labels":[],"label_agreement":null},{"id":"W2990108613","doi":"","title":"Frequency-dependent streaming potential of porous media: Experimental measurement of Ottawa sand, Lochaline sand and quartz glass beads","year":2013,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quartz; Mineralogy; Geology; Porous medium; Porosity; Bead; Geotechnical engineering; Materials science; Composite material","score_opus":0.020605368039326534,"score_gpt":0.22446496834569377,"score_spread":0.20385960030636724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990108613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932252,0.0011318263,0.00024258796,0.0003107382,0.00029267254,0.00022504103,0.000049426322,0.000045357596,0.0044771186],"genre_scores_gemma":[0.9968622,0.000084267864,0.0026920019,0.00012262646,0.000105029794,0.0000037221491,0.0000691563,0.000006556899,0.00005446825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979236,0.00007711951,0.00058980467,0.00034252292,0.0007251241,0.00034178674],"domain_scores_gemma":[0.9989332,0.000048113616,0.00032980493,0.00022300049,0.00028090234,0.00018500983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045680796,0.00023720565,0.00035340572,0.00012585243,0.000086913446,0.000070796385,0.00024879002,0.00011889378,0.0010330672],"category_scores_gemma":[0.000047617064,0.00019970615,0.000062144914,0.00008164144,0.00016982795,0.00039356665,0.000026330421,0.00015885722,0.000031894684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003069424,0.00018075951,0.029656326,0.00006286604,0.000077493925,0.000029351164,0.00056020764,0.0003121984,0.9097056,0.00014270414,0.0026525564,0.05658928],"study_design_scores_gemma":[0.0005708553,0.00031987845,0.13681093,0.00009585189,0.000028599956,0.000030027302,0.0008808117,0.0029470616,0.8575236,0.00046387032,0.000044768818,0.00028375315],"about_ca_topic_score_codex":0.040141996,"about_ca_topic_score_gemma":0.00040040136,"teacher_disagreement_score":0.1071546,"about_ca_system_score_codex":0.000019001087,"about_ca_system_score_gemma":0.00013226736,"threshold_uncertainty_score":0.99988014},"labels":[],"label_agreement":null},{"id":"W2990864234","doi":"10.1111/1365-2478.12907","title":"Data mining of petrophysical and lithogeochemical borehole data to elucidate the origin of seismic reflectivity within the Kevitsa Ni–Cu–PGE bearing intrusion, northern Finland","year":2019,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"First Quantum Minerals (Canada)","funders":"","keywords":"Geology; Greenstone belt; Ultramafic rock; Reflectivity; Borehole; Intrusion; Petrophysics; Layered intrusion; Mafic; Geochemistry; Reflection (computer programming); Mineralogy; Olivine; Petrology; Seismology; Archean; Paleontology; Geotechnical engineering","score_opus":0.03402889916626404,"score_gpt":0.2643177802521206,"score_spread":0.23028888108585657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990864234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99764574,0.0000761587,0.00023239167,0.0008252932,0.00014669137,0.00030245195,0.0002346803,0.000042089418,0.0004945248],"genre_scores_gemma":[0.99670416,0.0000055288397,0.0025907862,0.0002843531,0.00019977466,0.000001126962,0.000121444624,0.000008433056,0.00008439178],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827605,0.00011801235,0.00033093517,0.0006139406,0.0003779675,0.0002830615],"domain_scores_gemma":[0.99772793,0.00048577448,0.00023187725,0.0014163661,0.00006467742,0.000073377916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009785311,0.00017566736,0.00032631247,0.000039511415,0.00022497585,0.000060634233,0.0012331485,0.000042385956,0.000026572401],"category_scores_gemma":[0.00036852955,0.00010315428,0.00003583919,0.00037984486,0.00022840993,0.00034538965,0.0007408736,0.0004171306,0.000035658813],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015827325,0.00007607837,0.92340755,0.00010479633,0.00006065054,0.0000036726983,0.0015904824,0.00032864275,0.019220924,0.000110773544,0.0014223747,0.053515766],"study_design_scores_gemma":[0.000478379,0.00036946565,0.43831328,0.00027892718,0.00009007921,0.000027253096,0.001289334,0.5433908,0.010802507,0.0026225678,0.0018854397,0.00045195877],"about_ca_topic_score_codex":0.011933645,"about_ca_topic_score_gemma":0.00038797484,"teacher_disagreement_score":0.54306215,"about_ca_system_score_codex":0.0000070237434,"about_ca_system_score_gemma":0.00006156826,"threshold_uncertainty_score":0.99464595},"labels":[],"label_agreement":null},{"id":"W2990946163","doi":"10.1190/geo2019-0357.1","title":"Off-the-grid vertical seismic profile data regularization by a compressive sensing method","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Regularization (linguistics); Compressed sensing; Grid; Algorithm; Geophone; Fourier transform; Computer science; Geology; Synthetic data; Seismology; Mathematics; Geodesy; Artificial intelligence; Mathematical analysis","score_opus":0.01477878422570443,"score_gpt":0.23882717588068023,"score_spread":0.2240483916549758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990946163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57381403,0.0016034585,0.36111298,0.011389147,0.004051372,0.0022992585,0.0022868623,0.0011776352,0.042265233],"genre_scores_gemma":[0.9507766,0.000060038674,0.029162211,0.010154971,0.00045703645,9.3064466e-7,0.006025786,0.000018041654,0.0033444199],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990066,0.00012414981,0.00012830141,0.00029838952,0.00022764844,0.0002149035],"domain_scores_gemma":[0.99910027,0.00015580762,0.000048535443,0.0006076491,0.00004125126,0.000046461373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023630793,0.00010533277,0.00013073202,0.000020485462,0.00013676056,0.00006771872,0.0003806146,0.000047275713,0.0002792311],"category_scores_gemma":[0.00002724824,0.000077116485,0.000028853543,0.00015923548,0.00006281847,0.0002967213,0.000063716216,0.0001661892,0.00058298785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039753795,0.000023876088,0.002927498,0.000032184886,0.000038601083,0.0000043782334,0.00026387765,0.000731674,0.0021918004,0.00016743214,0.42801702,0.5655619],"study_design_scores_gemma":[0.00012596985,0.00003680349,0.0009479547,0.000019944273,0.000019400155,0.000008068789,0.00008095346,0.8921235,0.006378025,0.0021898348,0.09794105,0.00012846765],"about_ca_topic_score_codex":0.0013886628,"about_ca_topic_score_gemma":0.0000021887925,"teacher_disagreement_score":0.8913919,"about_ca_system_score_codex":0.0000037645987,"about_ca_system_score_gemma":0.000038822072,"threshold_uncertainty_score":0.7493324},"labels":[],"label_agreement":null},{"id":"W2991074847","doi":"10.1051/e3sconf/201913301008","title":"VSP data inversion for vertical velocity gradient and elliptical anisotropy model","year":2019,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Maxima and minima; Anisotropy; Inversion (geology); Borehole; Geology; Velocity gradient; Normal moveout; Geometry; Geodesy; Mathematical analysis; Algorithm; Mathematics; Physics; Mechanics; Optics; Seismology","score_opus":0.04676113008372014,"score_gpt":0.2534107762986967,"score_spread":0.20664964621497656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991074847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840397,0.0001857891,0.005796322,0.0010556779,0.00020195698,0.00022239987,0.00016209297,0.000053300297,0.008282753],"genre_scores_gemma":[0.9916125,0.00014748613,0.0075836843,0.0003922796,0.000022130209,4.5846312e-7,0.0001280611,0.0000017642348,0.00011165325],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917626,0.00002610776,0.0001615644,0.00027461874,0.00018321027,0.0001782353],"domain_scores_gemma":[0.9994218,0.00015141531,0.000034705445,0.0002557957,0.000048733273,0.00008756209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588992,0.00009232824,0.00017948833,0.000052364874,0.00005844406,0.000031765503,0.0003320649,0.00005985104,0.0004164018],"category_scores_gemma":[0.000056583343,0.0000712684,0.000026960683,0.000052380725,0.00018761418,0.00022098485,0.00004769875,0.0000775075,0.00002980436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058177527,0.00011733073,0.70796967,0.00029498534,0.000080857746,0.0000028799493,0.0003835568,0.00040347214,0.0014308753,0.049076118,0.07256593,0.16709255],"study_design_scores_gemma":[0.0002725464,0.00021088026,0.004544388,0.000026330701,0.000015926435,0.000001450804,0.00012817855,0.9697263,0.0017274896,0.006124489,0.017115746,0.00010625927],"about_ca_topic_score_codex":0.0005638343,"about_ca_topic_score_gemma":0.000025488833,"teacher_disagreement_score":0.96932286,"about_ca_system_score_codex":0.000001987691,"about_ca_system_score_gemma":0.00023609359,"threshold_uncertainty_score":0.45593077},"labels":[],"label_agreement":null},{"id":"W2991281490","doi":"","title":"Seismic Interpretation and Well Logging Results of a Deep Borehole into the Canadian Shield in Northeastern Alberta: Preliminary Results","year":2011,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Borehole; Geology; Shield; Logging; Interpretation (philosophy); Seismology; Mining engineering; Paleontology; Geography; Forestry; Computer science","score_opus":0.01323163603744268,"score_gpt":0.20682430926014747,"score_spread":0.1935926732227048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991281490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9128193,0.0001988223,0.000010132003,0.0010336335,0.000110465735,0.0001418871,0.000009343294,0.000027150785,0.08564927],"genre_scores_gemma":[0.99817955,0.000030674655,0.0008475742,0.0007516939,0.000023449871,0.0000012614456,0.000049464128,0.0000050321296,0.00011132221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873686,0.0000948306,0.00045635665,0.00027819935,0.0001498686,0.00028388243],"domain_scores_gemma":[0.9989999,0.00041366628,0.00021351024,0.00021685286,0.000034763827,0.000121295474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095172966,0.00013272394,0.00014097501,0.00018580734,0.00014839006,0.000038143884,0.00023393473,0.00009090848,0.000004866796],"category_scores_gemma":[0.00038897604,0.00010275854,0.0000299191,0.00012809203,0.00013163211,0.00020036513,0.000018929819,0.00024892535,0.000029898396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015864467,0.000043515545,0.7326345,0.00009483151,0.00002824601,0.00007384973,0.10591672,0.01346465,0.000014508435,0.000005631528,0.0012665426,0.14487056],"study_design_scores_gemma":[0.000635699,0.0003913503,0.74585,0.0004619396,0.00002105665,0.0000271377,0.0036706778,0.24440895,0.0011372989,0.00059525814,0.0025338742,0.00026674705],"about_ca_topic_score_codex":0.9876744,"about_ca_topic_score_gemma":0.9621969,"teacher_disagreement_score":0.23094429,"about_ca_system_score_codex":0.000012631652,"about_ca_system_score_gemma":0.000066693734,"threshold_uncertainty_score":0.41903716},"labels":[],"label_agreement":null},{"id":"W2991643634","doi":"10.1016/j.jngse.2019.103084","title":"The shear-wave velocity prediction for sedimentary rocks","year":2019,"lang":"en","type":"article","venue":"Journal of Natural Gas Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Geology; Shear (geology); Shear velocity; Lithology; Petrophysics; Longitudinal wave; Wave velocity; Siliciclastic; Seismology; Mineralogy; Geotechnical engineering; Geophysics; Wave propagation; Structural basin; Petrology; Geomorphology; Mechanics; Sedimentary depositional environment; Porosity","score_opus":0.0069395278909658775,"score_gpt":0.18730684918044865,"score_spread":0.18036732128948277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991643634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99447525,0.0011696034,0.00095187454,0.0013235178,0.0017877358,0.000091706934,0.0000035927103,0.000019901498,0.00017682706],"genre_scores_gemma":[0.99697524,0.00014124202,0.0024174824,0.000292742,0.00011410972,1.2375529e-7,7.492835e-7,0.0000010873781,0.000057215133],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999377,0.0000041594158,0.00012284117,0.00007125412,0.0002679307,0.0001568035],"domain_scores_gemma":[0.9996412,0.000089489105,0.000054741682,0.000047080106,0.00010898016,0.00005849985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008671283,0.00004910831,0.00006584553,0.000079362326,0.00017641115,0.0000751677,0.00013019978,0.000016630722,0.000010381491],"category_scores_gemma":[0.00008592119,0.000028567605,0.00002930132,0.00014695813,0.000059429833,0.00048484787,0.0000081314265,0.00014852844,0.0000014305557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002217706,0.000014784849,0.044243846,0.000090303714,0.000056115492,0.0000111694835,0.0007920181,0.028748747,0.019999499,0.000095398595,0.038226042,0.8675003],"study_design_scores_gemma":[0.00023188269,0.00025601074,0.039495565,0.000052981068,0.000008951486,0.00017976966,0.00021753897,0.9119435,0.006198282,0.00021007322,0.041121088,0.000084359686],"about_ca_topic_score_codex":0.000051260613,"about_ca_topic_score_gemma":5.6389996e-7,"teacher_disagreement_score":0.88319474,"about_ca_system_score_codex":0.000012788828,"about_ca_system_score_gemma":0.000044581328,"threshold_uncertainty_score":0.13568297},"labels":[],"label_agreement":null},{"id":"W2992501113","doi":"10.3997/1365-2397.n0081","title":"Finite-difference modelling of microseismicity associated with a hydraulic-fracturing stimulation in a coalbed methane reservoir","year":2018,"lang":"en","type":"article","venue":"First Break","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Coalbed methane; Methane; Geology; Petroleum engineering; Hydraulic fracturing; Dewatering; Coal; Natural gas; Permeability (electromagnetism); Coal mining; Geotechnical engineering; Waste management; Chemistry; Engineering","score_opus":0.03299036641229645,"score_gpt":0.22563718215787537,"score_spread":0.19264681574557893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992501113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98649824,0.00005158884,0.011515916,0.0002693716,0.00004636921,0.00014022905,0.00003917194,0.000079368816,0.0013597416],"genre_scores_gemma":[0.9972773,0.000012084285,0.0020444882,0.00040402694,0.000029761193,0.0000010742726,0.00009053657,0.0000050413655,0.00013568586],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989821,0.00007422412,0.00024123311,0.00023859517,0.00021396116,0.00024992682],"domain_scores_gemma":[0.9990992,0.00040631485,0.0001540512,0.0001851189,0.00010107088,0.000054264172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035997116,0.00012833615,0.0002138323,0.000167169,0.000092401286,0.000024751209,0.00019496,0.00008602882,0.00019573871],"category_scores_gemma":[0.00014649461,0.000104977145,0.000031587395,0.00034553185,0.00013181914,0.00018578724,0.000015524676,0.00016211877,0.00001917215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048587556,0.00010126575,0.6079109,0.000059775644,0.000037091842,0.000014632158,0.0029239987,0.3804333,0.00026285395,0.000005197931,0.00075465033,0.0070105214],"study_design_scores_gemma":[0.00041995937,0.00018657866,0.11344539,0.00023277203,0.000009161761,0.0000026102014,0.000042546584,0.8731895,0.011229994,0.00050552614,0.0005944737,0.00014148762],"about_ca_topic_score_codex":0.03798879,"about_ca_topic_score_gemma":0.0023128337,"teacher_disagreement_score":0.49446547,"about_ca_system_score_codex":0.000014639854,"about_ca_system_score_gemma":0.00004161969,"threshold_uncertainty_score":0.96841735},"labels":[],"label_agreement":null},{"id":"W2993327672","doi":"","title":"Controlled-Source Shear-Wave Velocity Model of the Crust in the Coast Mountains Batholith Complex, Western Canada","year":2012,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Batholith; Geology; Crust; Shear (geology); Seismology; Shear zone; Geophysics; Paleontology; Tectonics","score_opus":0.03512832941164624,"score_gpt":0.22252322869177463,"score_spread":0.1873948992801284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993327672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98504037,0.00011625667,0.00004155307,0.0012623816,0.00014555639,0.00023416399,0.000050291404,0.000028967332,0.013080437],"genre_scores_gemma":[0.9946352,0.000009077132,0.0003557447,0.004748359,0.00006742289,0.0000019813904,0.000013607323,0.0000048260654,0.0001637809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840236,0.00020256914,0.00036326257,0.00015117199,0.00045520184,0.00042543552],"domain_scores_gemma":[0.9989088,0.00046021582,0.00022212711,0.00027887285,0.000046030946,0.00008396139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389191,0.00015205768,0.0002453075,0.000037353435,0.00021082345,0.000038432812,0.00038364576,0.00005623511,0.000009112135],"category_scores_gemma":[0.00021704758,0.000087762906,0.00006501732,0.00012840026,0.00012214837,0.00013749438,0.000026745829,0.00031413793,0.00000554869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048354093,0.00004357048,0.92861086,0.000025319625,0.000013144609,0.000004199693,0.0022508537,0.05782369,0.0000568959,0.000014467906,0.008089217,0.0030194526],"study_design_scores_gemma":[0.0005891424,0.000019373412,0.8402326,0.00008219979,0.000021846308,0.000024534369,0.0017999725,0.15218633,0.00034022887,0.000065962726,0.004460279,0.00017752503],"about_ca_topic_score_codex":0.9462154,"about_ca_topic_score_gemma":0.69564015,"teacher_disagreement_score":0.25057527,"about_ca_system_score_codex":0.000022520979,"about_ca_system_score_gemma":0.00018607493,"threshold_uncertainty_score":0.35788676},"labels":[],"label_agreement":null},{"id":"W2993553092","doi":"10.3997/2214-4609-pdb.6.p185","title":"Multicomponent Seismic Monitoring of a Miscible CO2 Flood, Weyburn Field, Canada","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Carbonate; Geology; Petroleum engineering; Oil field; Enhanced oil recovery; Seismology; Chemistry","score_opus":0.012192546433112609,"score_gpt":0.20189143359389647,"score_spread":0.18969888716078387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993553092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662345,0.00030921443,0.0006744755,0.00050790544,0.0006041999,0.000076339384,0.000008744127,0.000055910034,0.031528704],"genre_scores_gemma":[0.99337053,0.000035514862,0.004714193,0.00077397673,0.000022655953,3.5736636e-7,0.0000043908412,0.0000018658156,0.0010765007],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992875,0.000036842637,0.00015846506,0.00013386727,0.00019289584,0.00019046672],"domain_scores_gemma":[0.99959904,0.00010115531,0.000042490472,0.00014815437,0.000029544797,0.000079587284],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001301388,0.000081856466,0.00011672833,0.0000450658,0.0000686622,0.000012288239,0.00012555336,0.00003065424,0.001348605],"category_scores_gemma":[0.000042105923,0.000066460896,0.000030160681,0.00009550553,0.000021228549,0.00006586447,0.0000045015036,0.00008420795,0.0000178409],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016833594,0.000025114174,0.8982491,0.00003991678,0.000025421712,0.000019071489,0.00012709848,0.002274253,0.00062567316,0.00005604415,0.07210452,0.026436988],"study_design_scores_gemma":[0.00055002846,0.0001449716,0.027539995,0.00007852135,0.000019918576,0.000031566535,0.0015855825,0.05854275,0.6597414,0.00041695047,0.25095937,0.00038892849],"about_ca_topic_score_codex":0.89287466,"about_ca_topic_score_gemma":0.03986923,"teacher_disagreement_score":0.87070906,"about_ca_system_score_codex":0.0000073969454,"about_ca_system_score_gemma":0.00014204496,"threshold_uncertainty_score":0.9995643},"labels":[],"label_agreement":null},{"id":"W2994083962","doi":"10.1093/gji/ggz552","title":"A simple and general macroscopic model for local-deformation effects in fluid-saturated porous rock","year":2019,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biot number; Attenuation; Geology; Mechanics; Poromechanics; Porous medium; Deformation (meteorology); Dispersion (optics); Flow (mathematics); Deformation bands; Porosity; Microstructure; Geotechnical engineering; Physics; Materials science; Optics","score_opus":0.007002627840853521,"score_gpt":0.23182937967439066,"score_spread":0.22482675183353715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994083962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94127065,0.0000386908,0.057389725,0.00041096835,0.00034699336,0.00014020198,0.000025700894,0.000023114531,0.00035396003],"genre_scores_gemma":[0.9964704,0.000018604509,0.0015222772,0.0012992678,0.00013225,0.0000015164783,0.000097460936,0.0000028923607,0.00045534252],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993266,0.000022705506,0.00017518949,0.00012198353,0.00018599129,0.00016755449],"domain_scores_gemma":[0.9996868,0.00006709825,0.000068574605,0.00004669154,0.00006814049,0.00006269582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116380965,0.00008540622,0.00011285366,0.00009299825,0.000059568807,0.000089785375,0.00012866655,0.000041509906,0.00009160048],"category_scores_gemma":[0.0000213939,0.00006792658,0.000040772302,0.000056686305,0.000017888651,0.00040069225,0.000011755167,0.00015047261,0.00005622938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008512584,0.00019081314,0.15922926,0.00015203787,0.00013388712,0.000043743406,0.0012133284,0.44347763,0.009339361,0.0027861935,0.026816206,0.35576627],"study_design_scores_gemma":[0.00058319065,0.000095546115,0.02883955,0.000025904726,0.0000033771423,0.000033670425,0.000025356432,0.95671487,0.0006633971,0.01232823,0.00060248957,0.00008440344],"about_ca_topic_score_codex":0.00036200965,"about_ca_topic_score_gemma":0.000011654599,"teacher_disagreement_score":0.51323724,"about_ca_system_score_codex":0.00001873056,"about_ca_system_score_gemma":0.000030121726,"threshold_uncertainty_score":0.27699655},"labels":[],"label_agreement":null},{"id":"W2994611362","doi":"10.1121/1.5139221","title":"Superposition method for modelling boundaries between media in viscoelastic finite difference time domain simulations","year":2019,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite-difference time-domain method; Superposition principle; Regular grid; Grid; Cartesian coordinate system; Finite difference method; Computer science; Viscoelasticity; Finite difference; Mathematics; Mathematical analysis; Physics; Geometry; Optics","score_opus":0.015840576416468542,"score_gpt":0.24806389156925937,"score_spread":0.23222331515279082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994611362","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106780045,0.00007109678,0.89066297,0.0021919736,0.000085964195,0.000113652364,0.000058926216,0.000006389051,0.000028983855],"genre_scores_gemma":[0.785539,0.0000279669,0.21361385,0.0007272363,0.0000591358,1.1773974e-7,0.0000053011045,0.0000025918814,0.000024826059],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908173,0.00015551156,0.00028980023,0.0000649279,0.00025604016,0.00015199311],"domain_scores_gemma":[0.99585956,0.0037101305,0.00020098164,0.000118068805,0.00007307076,0.000038175258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064095616,0.00007761602,0.00022526509,0.000024699122,0.00016874245,0.000028218448,0.00031376648,0.000043878346,0.00012879998],"category_scores_gemma":[0.00013094084,0.000041261075,0.00015877461,0.00016307099,0.0003261836,0.00009190956,0.000019190698,0.0002414872,0.000005494638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013859151,0.000027439974,0.0073587853,0.000036584355,0.00006560307,1.4256493e-7,0.0030227879,0.96286374,0.0019413413,0.0000062967447,0.0027866394,0.021752018],"study_design_scores_gemma":[0.00017611872,0.0001353892,0.00255072,0.00006470944,0.00006922133,0.0000027280078,0.00050552376,0.984069,0.00027029644,0.011513984,0.00058662967,0.000055673143],"about_ca_topic_score_codex":0.00036168806,"about_ca_topic_score_gemma":8.0717865e-7,"teacher_disagreement_score":0.6787589,"about_ca_system_score_codex":0.000010996051,"about_ca_system_score_gemma":0.000064232765,"threshold_uncertainty_score":0.16825777},"labels":[],"label_agreement":null},{"id":"W2994774015","doi":"","title":"Vertical Crustal Movement Correlated with Seismicity in the Eagle Oilfields, British Columbia: Application of the InSAR Coherent Scatterer Technique","year":2002,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Eagle; Interferometric synthetic aperture radar; Induced seismicity; Geodesy; Movement (music); Remote sensing; Synthetic aperture radar; Paleontology","score_opus":0.007318399654619119,"score_gpt":0.17014715337327638,"score_spread":0.16282875371865727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994774015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913536,0.00010596733,0.001518611,0.0016979233,0.00005172839,0.0005883122,0.00001825165,0.00004765134,0.0046179835],"genre_scores_gemma":[0.9939514,0.000026402975,0.00016607885,0.0055672973,0.000012385991,0.000015747459,0.000011128046,0.0000025597956,0.00024702845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920464,0.00008220938,0.0001734722,0.00015758458,0.00022932353,0.00015275787],"domain_scores_gemma":[0.99960417,0.000054404674,0.00004789811,0.00024035321,0.000027834727,0.000025361847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019477856,0.00006288952,0.00009829042,0.000017951292,0.000103702405,0.000056164663,0.00028971932,0.000066727225,0.00064638694],"category_scores_gemma":[0.000014039683,0.000047773476,0.00003337157,0.00023877363,0.00015041191,0.000072802235,0.00001552433,0.00024436187,0.000021840679],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027111619,0.00024365105,0.8203336,0.000030725223,0.000019888546,0.00001732215,0.00046198248,0.00050601526,0.0002651746,0.000021584658,0.07917792,0.09889499],"study_design_scores_gemma":[0.0008841408,0.00042530368,0.771155,0.00023557419,0.000042931777,0.000127904,0.0006129445,0.18174276,0.0072036786,0.0014974596,0.03570232,0.00036996318],"about_ca_topic_score_codex":0.22826003,"about_ca_topic_score_gemma":0.013121609,"teacher_disagreement_score":0.21513842,"about_ca_system_score_codex":0.0000073942674,"about_ca_system_score_gemma":0.000013244503,"threshold_uncertainty_score":0.7768791},"labels":[],"label_agreement":null},{"id":"W2994835767","doi":"10.1190/geo2019-0374.1","title":"Effect of variations in microstructure on clay elastic anisotropy","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Anisotropy; Isotropy; Stiffness; Transverse isotropy; Tensor (intrinsic definition); Materials science; Domain (mathematical analysis); Geometry; Physics; Geology; Mathematics; Mathematical analysis; Composite material; Optics","score_opus":0.0029418666733112987,"score_gpt":0.1966608670607645,"score_spread":0.19371900038745318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994835767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99551326,0.000017024986,0.00018866625,0.000046382225,0.0002355815,0.00011099,0.000031030766,0.000026655505,0.0038303994],"genre_scores_gemma":[0.99927944,0.000004565649,0.00025640114,0.00027021032,0.000026011458,2.3270701e-7,0.000040872914,0.0000018278328,0.00012045977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995498,0.000049257415,0.00008336535,0.00011152447,0.000095120246,0.000110908535],"domain_scores_gemma":[0.9996396,0.0001591518,0.000040924708,0.00013085967,0.0000108446075,0.000018626011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008740359,0.00006790678,0.0001135548,0.00005027311,0.000020874117,0.00000847718,0.00009241762,0.0000355508,0.00032901135],"category_scores_gemma":[0.000014154783,0.000052216306,0.000032563832,0.00014751893,0.000021926999,0.000060924493,0.0000044336653,0.00009920465,0.00035470916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028739168,0.00004411882,0.7718863,0.00018217636,0.000024565663,0.0000068093073,0.000486642,0.004629627,0.0107993195,0.0022086028,0.004417594,0.20502684],"study_design_scores_gemma":[0.0016650994,0.003582164,0.77890354,0.00018999193,0.00003626268,0.000006420158,0.000046492205,0.10645214,0.08905348,0.014003435,0.0055742883,0.00048667492],"about_ca_topic_score_codex":0.00097116694,"about_ca_topic_score_gemma":0.0000037116292,"teacher_disagreement_score":0.20454016,"about_ca_system_score_codex":0.0000030194644,"about_ca_system_score_gemma":0.000014302134,"threshold_uncertainty_score":0.45591867},"labels":[],"label_agreement":null},{"id":"W2994977238","doi":"10.1029/2019jb018680","title":"Calculating Effective Elastic Properties of Berea Sandstone Using the Segmentation‐Less Method Without Targets","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Mineralogy","score_opus":0.08396850352801277,"score_gpt":0.36259253777711836,"score_spread":0.2786240342491056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994977238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983224,0.00031229516,0.014947714,0.0009837707,0.000070271584,0.0002409943,0.0000078250205,0.00001171702,0.00020142051],"genre_scores_gemma":[0.99166274,0.000025053076,0.007708044,0.00027858195,0.00029495286,6.8701405e-7,0.0000014911151,0.000005012984,0.000023429668],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975114,0.00075959554,0.00034104643,0.00014094033,0.00094673113,0.00030029626],"domain_scores_gemma":[0.9984165,0.0006215959,0.0002293262,0.000099475365,0.0004534277,0.0001796838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434685,0.000105414714,0.00032505245,0.00010277119,0.00025766442,0.00006231457,0.00027977143,0.00003587572,0.00006741696],"category_scores_gemma":[0.0007761921,0.000059295875,0.0001238763,0.00040215717,0.00029017086,0.00028141896,0.0000397773,0.0006341115,0.0000124071275],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027298364,0.0002998531,0.07048657,0.0007077413,0.00069330394,0.00012384432,0.019682543,0.0482665,0.50525725,0.00012535311,0.0023194656,0.34930778],"study_design_scores_gemma":[0.0005242809,0.0011409593,0.021556158,0.00027974215,0.000047564976,0.000038368205,0.0025650035,0.6603196,0.31255817,0.0005731665,0.0002612794,0.00013568763],"about_ca_topic_score_codex":0.0018562753,"about_ca_topic_score_gemma":0.000007795215,"teacher_disagreement_score":0.6120531,"about_ca_system_score_codex":0.000008989167,"about_ca_system_score_gemma":0.00016157633,"threshold_uncertainty_score":0.28061453},"labels":[],"label_agreement":null},{"id":"W2995219160","doi":"10.1190/geo2019-0307.1","title":"True amplitude depth migration using curvelets","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Amplitude; Diagonal; Operator (biology); Seismic migration; Mathematical analysis; Scaling; Mathematics; Algorithm; Computer science; Physics; Optics; Wavelet; Geometry; Artificial intelligence; Geophysics; Wavelet transform","score_opus":0.026094980521641813,"score_gpt":0.23859344934537183,"score_spread":0.21249846882373002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995219160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874055,0.00019802741,0.0068831504,0.00031884256,0.00028037647,0.000039970568,0.000018502105,0.00010448367,0.004751154],"genre_scores_gemma":[0.9905993,0.000036579284,0.007254789,0.0015703244,0.00013471203,2.1076742e-7,0.00014635884,0.0000026116504,0.0002551685],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99942225,0.000038337403,0.00009116808,0.00015874572,0.00013367333,0.0001557997],"domain_scores_gemma":[0.9996882,0.000030723837,0.00003602615,0.00015062014,0.000050953433,0.00004346461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006635066,0.00007200498,0.000083686944,0.000022179254,0.00010892999,0.0000562226,0.000073788266,0.000030673295,0.0002755706],"category_scores_gemma":[0.00001711992,0.00006826671,0.000044276243,0.00017477121,0.000028078202,0.00017612893,0.000007829003,0.00007751241,0.00016084297],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001676863,0.00006929161,0.2762184,0.00004746419,0.000040013023,0.000082921135,0.0006637322,0.0014652958,0.007030766,0.00069622323,0.019219728,0.69444937],"study_design_scores_gemma":[0.0005152894,0.00011555261,0.41653585,0.00009277363,0.00006359147,0.00008468189,0.0006152887,0.29679248,0.09132795,0.03347301,0.15952133,0.00086218806],"about_ca_topic_score_codex":0.0040889694,"about_ca_topic_score_gemma":0.00016762911,"teacher_disagreement_score":0.6935872,"about_ca_system_score_codex":0.000003855458,"about_ca_system_score_gemma":0.00005908419,"threshold_uncertainty_score":0.6181326},"labels":[],"label_agreement":null},{"id":"W2995630052","doi":"","title":"Unravelling Responses for the Canadian National Seismic Network","year":2009,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Computer science","score_opus":0.02754730021804312,"score_gpt":0.244520261034714,"score_spread":0.2169729608166709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995630052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7607389,0.0023232577,0.0010212691,0.042234812,0.0015505137,0.00085812045,0.00014108462,0.0005077524,0.19062427],"genre_scores_gemma":[0.98014927,0.000034882174,0.0039488426,0.014890415,0.0004092914,0.0000012532483,0.000047944617,0.0000034148968,0.0005146773],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989245,0.000039930204,0.00019857199,0.00018670094,0.00024058447,0.00040974416],"domain_scores_gemma":[0.9986585,0.00091131014,0.00008631613,0.00011367297,0.00010051994,0.00012971892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013987045,0.0001089021,0.00008882807,0.00007631405,0.0008443293,0.00013529656,0.00024714787,0.000070407434,0.000014395548],"category_scores_gemma":[0.00043623633,0.00008135534,0.000055019358,0.00013011247,0.000048918268,0.00010091278,0.000002515945,0.00016948882,0.00007230035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000993297,0.000011837209,0.06449351,0.000011292375,0.000032487293,0.000018725123,0.0003584611,0.53851,0.000017695558,0.00027795305,0.2483923,0.1477764],"study_design_scores_gemma":[0.00019076398,0.00010859917,0.2909007,0.000098009274,0.000020124635,0.000027719638,0.000115230105,0.26130068,0.00032264524,0.011889488,0.43473566,0.00029038434],"about_ca_topic_score_codex":0.5674031,"about_ca_topic_score_gemma":0.25529963,"teacher_disagreement_score":0.31210345,"about_ca_system_score_codex":0.000020036132,"about_ca_system_score_gemma":0.00028594976,"threshold_uncertainty_score":0.7582892},"labels":[],"label_agreement":null},{"id":"W2995647881","doi":"10.1190/geo2019-0254.1","title":"Fast least-squares reverse time migration via a superposition of Kronecker products","year":2019,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hessian matrix; Kronecker delta; Kronecker product; Algorithm; Factorization; Computer science; Matrix decomposition; Benchmark (surveying); Mathematics; Mathematical optimization; Applied mathematics; Eigenvalues and eigenvectors","score_opus":0.004434876576062858,"score_gpt":0.16904396633117508,"score_spread":0.1646090897551122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995647881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99595636,0.00004554051,0.00023954283,0.00047086296,0.0001872094,0.00017497799,0.00003620942,0.000052880772,0.0028364381],"genre_scores_gemma":[0.9959616,0.000010893621,0.0014576694,0.00034815285,0.000074433716,5.104748e-7,0.0002587334,0.0000030052379,0.0018849844],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993803,0.000032450844,0.00011791921,0.00016957679,0.00017140112,0.00012835646],"domain_scores_gemma":[0.9996314,0.000016202377,0.000064081694,0.0001875899,0.000074017335,0.000026697278],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008959196,0.000081161095,0.00011321684,0.000045043293,0.000038852424,0.000014107421,0.000088495755,0.000034468063,0.0007949169],"category_scores_gemma":[0.0000077611785,0.00007164818,0.0000379157,0.0001613694,0.000040982646,0.00029081386,0.0000064988853,0.00006651969,0.0022931513],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023999317,0.00020496684,0.13298428,0.00032474898,0.00006897742,0.0000069095495,0.0029002153,0.001105049,0.19402274,0.00015718587,0.09727073,0.5707142],"study_design_scores_gemma":[0.0011724879,0.001726881,0.23028518,0.00034352974,0.0001190242,0.00003541256,0.00080894295,0.29008436,0.38660637,0.007056679,0.08053911,0.0012220248],"about_ca_topic_score_codex":0.0027480726,"about_ca_topic_score_gemma":0.000008496673,"teacher_disagreement_score":0.56949216,"about_ca_system_score_codex":0.0000033128872,"about_ca_system_score_gemma":0.000025718658,"threshold_uncertainty_score":0.99848366},"labels":[],"label_agreement":null},{"id":"W2996328557","doi":"","title":"Array-conditioned deconvolution of multiple-component teleseismic recordings","year":2010,"lang":"en","type":"article","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deconvolution; Array processing; Blind deconvolution; Algorithm; Computer science; Noise (video); Regularization (linguistics); Data processing; Overdetermined system; Signal processing; Mathematics; Artificial intelligence; Applied mathematics; Digital signal processing","score_opus":0.009647738915816146,"score_gpt":0.21289196697211865,"score_spread":0.20324422805630252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996328557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864179,0.00019003576,0.0030782598,0.003931614,0.0014419947,0.00032752843,0.00020625384,0.0005597219,0.003846682],"genre_scores_gemma":[0.962655,0.00005438722,0.036742836,0.00022449066,0.000053476302,0.0000059090667,0.00012071454,0.000009643569,0.00013354918],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982778,0.000025442001,0.00054412294,0.00043530326,0.00031090376,0.00040643904],"domain_scores_gemma":[0.9985506,0.00006767495,0.00046721063,0.00064140547,0.00017350956,0.000099580466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033912453,0.00026502466,0.0004522444,0.0009566542,0.0001906258,0.00001770724,0.00067929545,0.00044342485,0.00042994166],"category_scores_gemma":[0.00038811108,0.00024899174,0.00015574758,0.00069649296,0.001095045,0.0004882047,0.00003998319,0.0006369578,0.00007979436],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011409019,0.00018669092,0.5738021,0.00013809936,0.0001356291,0.000020196863,0.00018744617,0.00014203807,0.22870816,0.002109316,0.015655333,0.17880087],"study_design_scores_gemma":[0.001344746,0.00036122362,0.06115787,0.00016969994,0.00008348201,0.00010490728,0.00027929916,0.006825906,0.5898048,0.009381863,0.32982194,0.000664215],"about_ca_topic_score_codex":0.0023810258,"about_ca_topic_score_gemma":0.0003674448,"teacher_disagreement_score":0.5126443,"about_ca_system_score_codex":0.000015656206,"about_ca_system_score_gemma":0.000101951715,"threshold_uncertainty_score":0.99999624},"labels":[],"label_agreement":null},{"id":"W2997190361","doi":"10.1190/int-2019-0027.1","title":"Application of sparse-layer inversion and harmonic bandwidth extension for a channel system in Southern Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bandwidth (computing); Inversion (geology); Broadband; Seismic inversion; Geology; Wideband; Seismic trace; Bandwidth extension; Azimuth; Algorithm; Computer science; Optics; Seismology; Physics; Telecommunications; Artificial intelligence","score_opus":0.008244466658997956,"score_gpt":0.194340122747413,"score_spread":0.18609565608841505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997190361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911923,0.000112298934,0.0069622463,0.00014853891,0.00015910045,0.00039355474,0.000025607304,0.000017409602,0.0009889865],"genre_scores_gemma":[0.99928355,0.0000036110855,0.00022907209,0.00024057263,0.000008122406,0.0000039901556,0.00006295913,0.000002774523,0.00016532734],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994682,0.00002532407,0.00015658721,0.00016131469,0.00009624692,0.0000922905],"domain_scores_gemma":[0.99964476,0.000104976236,0.00009142109,0.00009179164,0.000040829298,0.000026239362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014365019,0.00006387389,0.000108762586,0.00007364478,0.00002192956,0.000008493676,0.000059178572,0.000036583402,0.000024519615],"category_scores_gemma":[0.000017636105,0.000055944867,0.000018067694,0.000066206405,0.000013652789,0.00009871405,0.000004861078,0.00003999355,0.000014872106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017409034,0.000049821083,0.47619188,0.001492814,0.000054519238,0.0000050372596,0.014249309,0.00794563,0.007843838,0.00028521972,0.0062765316,0.4838645],"study_design_scores_gemma":[0.00024128427,0.000062578074,0.00801019,0.00013577755,0.00000630635,0.000003841142,0.0018015691,0.98623514,0.0028748421,0.00012304397,0.00043303956,0.00007237556],"about_ca_topic_score_codex":0.7972735,"about_ca_topic_score_gemma":0.14540794,"teacher_disagreement_score":0.97828954,"about_ca_system_score_codex":0.000019276435,"about_ca_system_score_gemma":0.000042784624,"threshold_uncertainty_score":0.87018615},"labels":[],"label_agreement":null},{"id":"W2997218823","doi":"10.1190/tle39010047.1","title":"Addressing artifacts in PP-PS registration prior to performing joint impedance inversion","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Virtual Materials Group (Canada); Alberta Energy","funders":"","keywords":"Workflow; Inversion (geology); Geology; Computer science; Data set; Identification (biology); Synthetic seismogram; Reflection (computer programming); Matching (statistics); Synthetic data; Data mining; Seismic inversion; Horizon; Seismology; Structural basin; Algorithm; Artificial intelligence; Geomorphology; Mathematics; Database; Statistics; Geometry","score_opus":0.10648623870872184,"score_gpt":0.2768800995676047,"score_spread":0.17039386085888283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997218823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97446114,0.00012701962,0.00079681916,0.017417176,0.00018958801,0.0001842595,0.0000026742484,0.00013815437,0.006683143],"genre_scores_gemma":[0.9893043,0.000023108885,0.0011251201,0.009194051,0.00013773522,8.344231e-7,0.000008460589,0.0000036186389,0.00020276774],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991944,0.000059440215,0.00016829431,0.00019618109,0.00016047104,0.00022124207],"domain_scores_gemma":[0.9996318,0.000060396917,0.000063556,0.00013413181,0.0000159094,0.0000941801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041622564,0.00009076176,0.000113956594,0.000050127714,0.00019243069,0.000073200106,0.00018615682,0.00003641253,0.00010792369],"category_scores_gemma":[0.00018702493,0.0000665563,0.00002561561,0.00025613504,0.00004232987,0.0002566231,0.000019200352,0.00020886894,0.0005720334],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011360049,0.000012213265,0.0476222,0.000094285984,0.0000071727236,0.000032897886,0.013761254,0.002428438,0.013961001,0.0000892814,0.16934276,0.7525349],"study_design_scores_gemma":[0.000555102,0.00044821296,0.051329613,0.000713174,0.000022256634,0.000031253472,0.0023495925,0.62619525,0.11817703,0.0008013705,0.19875325,0.0006239031],"about_ca_topic_score_codex":0.00088619505,"about_ca_topic_score_gemma":0.000052764794,"teacher_disagreement_score":0.751911,"about_ca_system_score_codex":0.000013850773,"about_ca_system_score_gemma":0.000034383836,"threshold_uncertainty_score":0.7352523},"labels":[],"label_agreement":null},{"id":"W2997222807","doi":"","title":"Coherent-state analysis of the seismic head-wave problem: an overcomplete representation and its relationship to rays and beams","year":2003,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Paraxial approximation; Plane wave; Slowness; Fourier transform; Reflection (computer programming); Physics; Mathematical analysis; Mathematics; Geometrical acoustics; Beam (structure); Optics; Quantum mechanics","score_opus":0.04962072036049795,"score_gpt":0.2639699886440055,"score_spread":0.21434926828350756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997222807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969254,0.00015270541,0.0006197454,0.0004418405,0.000038621696,0.00018904977,0.000036543865,0.000025628702,0.0015704712],"genre_scores_gemma":[0.99761564,0.000028531125,0.0011511102,0.00080962485,0.0000044416483,0.0000012381291,0.000033736847,0.0000019601753,0.00035372557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927527,0.00014214969,0.00015067522,0.00019082753,0.00013022982,0.00011084161],"domain_scores_gemma":[0.99957263,0.00009558003,0.00006979717,0.0001596888,0.000033485576,0.00006883606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025506364,0.000068952184,0.00012289977,0.00012438795,0.00012700292,0.000030673582,0.00005940193,0.000024994288,0.00009755426],"category_scores_gemma":[0.00006264083,0.000050200506,0.000032234522,0.0005010604,0.00004374811,0.00017272157,0.000008988541,0.00006567668,0.0000052425926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025114963,0.00001723338,0.95429903,0.000021697828,0.00010081768,0.0000021816008,0.0036525885,0.015413166,0.00037410986,0.00033978108,0.0009848626,0.024769433],"study_design_scores_gemma":[0.0001607631,0.00008573749,0.74381745,0.000018910148,0.000133895,0.00001019496,0.00032663872,0.24670015,0.0027284485,0.0037326678,0.002165113,0.000120022654],"about_ca_topic_score_codex":0.0036228779,"about_ca_topic_score_gemma":0.00036686266,"teacher_disagreement_score":0.23128699,"about_ca_system_score_codex":0.0000028213894,"about_ca_system_score_gemma":0.000013241087,"threshold_uncertainty_score":0.54767317},"labels":[],"label_agreement":null},{"id":"W2997350791","doi":"","title":"Magnitude determination using initial P waves for Cascadia Subduction Zone in Canada's west cost","year":2010,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subduction; Geology; Seismology; Magnitude (astronomy); Episodic tremor and slip; Geodesy; Tectonics","score_opus":0.020180654393896633,"score_gpt":0.24943392505872708,"score_spread":0.22925327066483045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997350791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972193,0.000022334576,0.000753823,0.00030164482,0.00081381656,0.00017316808,0.000046532277,0.000025429132,0.0006439378],"genre_scores_gemma":[0.99492013,0.00000598405,0.0042576143,0.0005211299,0.0001365425,0.0000019177478,0.00008483895,0.0000027678916,0.00006907302],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946284,0.000018345467,0.000117715004,0.00012916207,0.00009986794,0.00017209016],"domain_scores_gemma":[0.9997291,0.00006668704,0.00004227429,0.00007872836,0.000034349025,0.000048866164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014979705,0.00006623063,0.00007471022,0.000081072714,0.000088116074,0.000026247135,0.000079564335,0.00004067442,0.00028678303],"category_scores_gemma":[0.00005112683,0.00006333561,0.00001661672,0.000084568135,0.000032508044,0.00017981477,0.0000035809749,0.00011745022,0.0000085802585],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037943526,0.000013074057,0.13044085,0.000023524346,0.0000036411934,0.000027207383,0.00017882972,0.000501621,0.0032274853,0.000020467602,0.0017753126,0.86375004],"study_design_scores_gemma":[0.00047949384,0.00006370384,0.21576324,0.000026977561,0.000014627409,0.0000949327,0.00033518396,0.7245521,0.027284918,0.00031145377,0.030780476,0.0002929076],"about_ca_topic_score_codex":0.9680133,"about_ca_topic_score_gemma":0.96345484,"teacher_disagreement_score":0.86345714,"about_ca_system_score_codex":0.000022553208,"about_ca_system_score_gemma":0.0002353861,"threshold_uncertainty_score":0.31400728},"labels":[],"label_agreement":null},{"id":"W2997601125","doi":"10.1190/tle39010029.1","title":"Monitoring the fate of injected CO2 using geodetic techniques","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geodetic datum; Geology; Interferometric synthetic aperture radar; Synthetic aperture radar; Sampling (signal processing); Fault (geology); Oil field; Geobiology; Remote sensing; Geodesy; Environmental science; Seismology; Petroleum engineering; Regional geology; Tectonics; Computer science; Detector; Telmatology","score_opus":0.05334285514058105,"score_gpt":0.258471329361113,"score_spread":0.20512847422053196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997601125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98728687,0.0006318217,0.0019963582,0.0037603914,0.00028001523,0.00019904585,0.000009148017,0.00034812925,0.0054882364],"genre_scores_gemma":[0.9970532,0.0000548147,0.0014975445,0.0011022893,0.00019962912,5.318021e-7,0.000001878186,0.000004264106,0.000085848886],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993415,0.000087707514,0.00014377998,0.000116969124,0.00014314738,0.0001668832],"domain_scores_gemma":[0.99953943,0.00014363846,0.00008031041,0.00016990371,0.000030438658,0.000036277343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029135213,0.000085145664,0.00011705445,0.000030975138,0.00019021031,0.00003449768,0.00037573487,0.000032897475,0.00006579378],"category_scores_gemma":[0.000070548485,0.00004680501,0.00004375629,0.0002532623,0.00015236565,0.00008841093,0.000024142428,0.00019183202,0.000051331263],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013314895,0.00002367321,0.27522644,0.00016098775,0.000102188074,0.000016559343,0.016013427,0.0016425595,0.078140706,0.00015884105,0.035588466,0.592793],"study_design_scores_gemma":[0.00014991108,0.0002014412,0.012176777,0.00024931168,0.00007261133,0.000028715303,0.0013675541,0.12667999,0.82083815,0.0012110255,0.036701877,0.00032263904],"about_ca_topic_score_codex":0.0012373336,"about_ca_topic_score_gemma":0.0000019577672,"teacher_disagreement_score":0.7426974,"about_ca_system_score_codex":0.000004027837,"about_ca_system_score_gemma":0.000020240652,"threshold_uncertainty_score":0.1908653},"labels":[],"label_agreement":null},{"id":"W2997686285","doi":"10.1190/frur2019_07.1","title":"Experimental study of seismic anisotropy in artificial clay-rich shales","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Geology; Oil shale; Seismic anisotropy; Clay minerals; Geotechnical engineering; Mineralogy; Geophysics; Optics; Physics","score_opus":0.019953437313354732,"score_gpt":0.24729383248292386,"score_spread":0.22734039516956914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997686285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98848855,0.00006376523,0.000027164175,0.000054592445,0.00015202118,0.00022201905,0.000005544434,0.000053121366,0.010933204],"genre_scores_gemma":[0.99897534,0.0000025720792,0.00035875797,0.00034283203,0.00001618042,7.1555036e-7,0.00001164072,0.0000020102752,0.00028997802],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926096,0.000049201026,0.00019517327,0.00018033685,0.00016856763,0.00014573954],"domain_scores_gemma":[0.99974257,0.000032630323,0.00004095538,0.00014304274,0.000011830915,0.000028952893],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014062133,0.00007862329,0.00013949999,0.000118827156,0.000024785732,0.000014324062,0.00014403799,0.000024753925,0.0031398342],"category_scores_gemma":[0.0000039771053,0.00006332348,0.000022019341,0.00015685195,0.00002805993,0.00013185998,0.000011703952,0.000070814,0.00019795455],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055075172,0.00035573725,0.9871335,0.0000052690325,0.0000060300777,0.0000061027026,0.0011092627,0.00045657658,0.0028540595,0.000052030227,0.002170869,0.0057954555],"study_design_scores_gemma":[0.0017642257,0.004346987,0.3072698,0.00004081267,0.000012757638,0.000014613632,0.047085676,0.22082284,0.41405505,0.0012086447,0.002759507,0.0006190894],"about_ca_topic_score_codex":0.013977133,"about_ca_topic_score_gemma":0.00013472585,"teacher_disagreement_score":0.67986375,"about_ca_system_score_codex":0.0000041865696,"about_ca_system_score_gemma":0.00001612623,"threshold_uncertainty_score":0.99777144},"labels":[],"label_agreement":null},{"id":"W2997838801","doi":"10.1093/gji/ggz580","title":"Accounting for pressure-dependent ultrasonic beam skew in transversely isotropic rocks: combining modelling and measurement of anisotropic wave speeds","year":2019,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Postdoctoral Science Foundation","keywords":"Transverse isotropy; Anisotropy; Ultrasonic sensor; Isotropy; Beam (structure); Mechanics; Wave propagation; Acoustics; Oblique case; Geology; Optics; Physics","score_opus":0.02300754694373459,"score_gpt":0.22135337613212738,"score_spread":0.1983458291883928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997838801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971607,0.00025313537,0.025875103,0.00036507362,0.000557879,0.00019456055,0.00008379903,0.00002123415,0.0010421682],"genre_scores_gemma":[0.9972786,0.00008542275,0.002191284,0.00014957416,0.000136552,9.871367e-7,0.000020352843,0.0000043912123,0.0001328934],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987932,0.000027821468,0.00029676195,0.00017415702,0.0005088166,0.00019926354],"domain_scores_gemma":[0.9994545,0.000113434086,0.00015470979,0.000062560415,0.00015956722,0.000055220597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029632403,0.000107203436,0.00018827998,0.00013019775,0.0000611176,0.00007067811,0.0001805275,0.000043081865,0.0006229329],"category_scores_gemma":[0.000027723481,0.00009447197,0.00008356984,0.000058267127,0.000031071762,0.00032667423,0.000010512469,0.0002352788,0.000012026931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013801852,0.0007268247,0.44568694,0.00048400048,0.0011000168,0.00004782008,0.0036002873,0.3412352,0.015653064,0.0021231433,0.0053148502,0.18264769],"study_design_scores_gemma":[0.0020894154,0.00044021485,0.033037886,0.00041311438,0.00005456083,0.00006964162,0.00047633212,0.9414396,0.004873396,0.008469779,0.008345321,0.00029070428],"about_ca_topic_score_codex":0.0006492726,"about_ca_topic_score_gemma":0.00001312034,"teacher_disagreement_score":0.60020447,"about_ca_system_score_codex":0.000018645342,"about_ca_system_score_gemma":0.00004865304,"threshold_uncertainty_score":0.6820679},"labels":[],"label_agreement":null},{"id":"W2998030267","doi":"","title":"Static and Dynamic Anisotropic Muduli of a Shale Sample from Southern Alberta, Canada","year":2012,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Geology; Oil shale; Paleontology","score_opus":0.0067019485622777895,"score_gpt":0.18408191893342474,"score_spread":0.17737997037114694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998030267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750537,0.0004445656,0.0002059196,0.000246882,0.000113473085,0.000043134274,0.00036100048,0.000015146894,0.0010645018],"genre_scores_gemma":[0.99664384,0.000020279896,0.0019243507,0.0009121669,0.000017827568,2.7709038e-7,0.00009242325,0.0000022193967,0.00038661232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995229,0.00002451016,0.00009542168,0.000088202985,0.000104741055,0.00016417327],"domain_scores_gemma":[0.99956006,0.00020654818,0.000043001965,0.000102193895,0.000009685306,0.00007851916],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045943794,0.00006328201,0.00009604995,0.000020405103,0.000043231234,0.000007845955,0.00007492724,0.00002061583,0.00146883],"category_scores_gemma":[0.000033212287,0.000052234576,0.000013138238,0.000044049713,0.000043088337,0.00008301673,0.0000070853043,0.000044393964,0.000027846272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011568366,0.0000106985435,0.9486923,0.000019657187,0.000019979934,0.0000015934077,0.0016873056,0.000026474934,0.00005807627,0.000018621009,0.0033335749,0.046120126],"study_design_scores_gemma":[0.00059726846,0.00015027168,0.76430154,0.000070934526,0.000063682906,0.000012832896,0.0062878565,0.14083314,0.0019045739,0.0035607612,0.08169645,0.0005206672],"about_ca_topic_score_codex":0.99647605,"about_ca_topic_score_gemma":0.7940174,"teacher_disagreement_score":0.20245872,"about_ca_system_score_codex":0.0000048041334,"about_ca_system_score_gemma":0.0000482587,"threshold_uncertainty_score":0.99944395},"labels":[],"label_agreement":null},{"id":"W2998447011","doi":"10.1093/gji/ggz575","title":"Crustal velocity structure across the Orphan Basin and Orphan Knoll to the continent–ocean transition, offshore Newfoundland, Canada","year":2019,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada; Memorial University of Newfoundland","funders":"Government of Canada","keywords":"Geology; Rift; Cretaceous; Crust; Sedimentary rock; Structural basin; Paleontology; Sedimentary basin; Continental crust; Seismology; Oceanic crust; Subduction; Tectonics","score_opus":0.004317869258427614,"score_gpt":0.2042042901157287,"score_spread":0.19988642085730107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998447011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615174,0.000035049317,0.00020271367,0.036165997,0.0010674534,0.00011328134,0.00041267925,0.00001433331,0.00047111174],"genre_scores_gemma":[0.9878952,0.00001310617,0.000088840294,0.01051098,0.00067244435,2.3884647e-7,0.00006129668,0.00000357406,0.00075430644],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988691,0.000069032816,0.00017771452,0.00016496757,0.00048361087,0.00023557633],"domain_scores_gemma":[0.9994431,0.00010476931,0.0000782946,0.000111864756,0.00013635382,0.00012558396],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020089211,0.00012268857,0.000120740675,0.000025197842,0.00035660804,0.0002686033,0.00043046873,0.000032059088,0.0011728036],"category_scores_gemma":[0.000028252476,0.00006587065,0.000057571448,0.000102956794,0.00008114945,0.00019521105,0.000025899606,0.00036374052,0.000038984097],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006125703,0.000067625115,0.3641076,0.000019239089,0.00038458238,0.000106444175,0.005662219,0.0036575536,0.00033711636,0.00067640987,0.46225518,0.16211344],"study_design_scores_gemma":[0.0005356782,0.00011909838,0.5749593,0.000039109113,0.000017144155,0.00040892314,0.0014123797,0.025216307,0.00029109936,0.002005402,0.39476654,0.00022906446],"about_ca_topic_score_codex":0.18941723,"about_ca_topic_score_gemma":0.119150326,"teacher_disagreement_score":0.21085164,"about_ca_system_score_codex":0.000028315575,"about_ca_system_score_gemma":0.00012953934,"threshold_uncertainty_score":0.99974024},"labels":[],"label_agreement":null},{"id":"W2999119012","doi":"10.1190/geo2019-0692.1","title":"Separation of simultaneous sources acquired with a high blending factor via coherence pass robust Radon operators","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council","keywords":"Radon transform; Algorithm; Coherence (philosophical gambling strategy); Operator (biology); Computer science; Projection (relational algebra); Iterative method; Radon; Noise reduction; Noise (video); Convergence (economics); Gradient descent; Mathematics; Mathematical optimization; Image (mathematics); Artificial intelligence; Statistics; Physics","score_opus":0.015003964603667425,"score_gpt":0.20411345115108165,"score_spread":0.18910948654741422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999119012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99134964,0.00004320335,0.007735986,0.00025305068,0.00006996506,0.00013325247,0.00006128154,0.00012674394,0.00022687348],"genre_scores_gemma":[0.9968243,0.000010129368,0.0022477314,0.00071136036,0.000082315935,7.0440154e-7,0.00007157271,0.0000046514488,0.000047202335],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992221,0.00003718177,0.00014221488,0.0002097541,0.0002182947,0.0001704786],"domain_scores_gemma":[0.9995557,0.000087948094,0.000105249186,0.0001124917,0.000056054054,0.00008252253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034071978,0.00012591605,0.0001750938,0.000025394564,0.00009854987,0.000039395913,0.0001644891,0.000039338618,0.0002420082],"category_scores_gemma":[0.000014545353,0.0000973524,0.000030730713,0.000236002,0.00007994674,0.00022341289,0.000010354784,0.00007067677,0.000057463873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008967904,0.00014595174,0.23034848,0.0004142597,0.00023791923,0.00010457363,0.012444447,0.3063282,0.044655453,0.00014824641,0.0058162054,0.39845946],"study_design_scores_gemma":[0.0007469439,0.0015196558,0.013346519,0.000106134954,0.00006206528,0.000009592664,0.0009986019,0.79742163,0.1814398,0.00038473497,0.0032822166,0.00068211753],"about_ca_topic_score_codex":0.002219576,"about_ca_topic_score_gemma":0.000014154215,"teacher_disagreement_score":0.4910934,"about_ca_system_score_codex":0.0000035515002,"about_ca_system_score_gemma":0.00003733582,"threshold_uncertainty_score":0.39699155},"labels":[],"label_agreement":null},{"id":"W2999854047","doi":"10.1190/geo2019-0344.1","title":"Estimating tilted fracture weaknesses from azimuthal differences in seismic amplitude data","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Azimuth; Geology; Seismic inversion; Isotropy; Amplitude; Inversion (geology); Seismology; Fracture (geology); Tilt (camera); Geometry; Geodesy; Geotechnical engineering; Optics; Physics; Mathematics","score_opus":0.04531603842863671,"score_gpt":0.2404508431087214,"score_spread":0.19513480468008468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999854047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97957706,0.00025593143,0.014853096,0.0033947872,0.00026756857,0.00011645118,0.0005405726,0.0002468771,0.000747676],"genre_scores_gemma":[0.98422545,0.000015167729,0.007571851,0.0067776386,0.00032941383,5.409569e-7,0.0010579908,0.0000045262655,0.00001743798],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891233,0.000050850937,0.00018263691,0.00040829045,0.00021323148,0.00023266529],"domain_scores_gemma":[0.9992926,0.00017130046,0.00007995603,0.0003462211,0.000017436609,0.000092448674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007556399,0.00015062696,0.00021694013,0.000028974036,0.000085369946,0.00009298968,0.0006630713,0.000058351943,0.00061318354],"category_scores_gemma":[0.00007966869,0.00012657513,0.00002586834,0.00023537056,0.000060647588,0.00040682292,0.00006953799,0.00026200013,0.00030656575],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006325629,0.000055316228,0.6906816,0.00007582613,0.000044406923,0.000060413593,0.0026870996,0.0044377767,0.00016456154,0.000015445685,0.03512781,0.26658648],"study_design_scores_gemma":[0.00015914251,0.000036098292,0.17178169,0.000040852454,0.00001098257,8.7055537e-7,0.00023372575,0.81577826,0.00020457439,0.004269151,0.0072823465,0.00020233131],"about_ca_topic_score_codex":0.019702772,"about_ca_topic_score_gemma":0.000053408,"teacher_disagreement_score":0.81134045,"about_ca_system_score_codex":0.0000025153006,"about_ca_system_score_gemma":0.00004562332,"threshold_uncertainty_score":0.9868251},"labels":[],"label_agreement":null},{"id":"W2999909900","doi":"10.1111/1365-2478.12930","title":"A hybrid approach to compute seismic travel times in three‐dimensional tetrahedral meshes","year":2020,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Algorithm; Polygon mesh; Computation; Computer science; Inversion (geology); Environmental geology; Linear interpolation; Travel time; Interpolation (computer graphics); Intersection (aeronautics); Tetrahedron; Slowness; Mathematical optimization; Hydrogeology; Geology; Mathematics; Geometry; Metamorphic petrology; Seismology","score_opus":0.01767015334693778,"score_gpt":0.2053305671959884,"score_spread":0.18766041384905063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999909900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742921,0.00006942582,0.008081391,0.0034429436,0.0001377328,0.0004009338,0.000025300415,0.00030960987,0.013240558],"genre_scores_gemma":[0.9821766,4.7165148e-7,0.011680409,0.005753214,0.00028188137,0.0000024558344,0.000031377498,0.000007300323,0.000066304754],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985536,0.00003652317,0.00023080547,0.0004888395,0.00029405355,0.0003962216],"domain_scores_gemma":[0.9995139,0.00008564894,0.00004914498,0.00012159153,0.000025557809,0.00020410857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015854959,0.00018113444,0.00027473515,0.00006785187,0.0001425008,0.000063435764,0.00024559075,0.000034245735,0.00010128806],"category_scores_gemma":[0.000055402972,0.00015755651,0.00008068662,0.00033870316,0.000068707006,0.00018003085,0.000043819135,0.00034421613,0.00037187227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005351849,0.000794816,0.40616244,0.00034801807,0.000141473,0.00027505282,0.0069580693,0.1113738,0.002948413,0.003539506,0.06084601,0.40607724],"study_design_scores_gemma":[0.00025564223,0.0001718803,0.08459229,0.000026881584,0.0000059001572,0.000015190528,0.000091579845,0.9062444,0.002041386,0.0058917836,0.0003991978,0.00026384174],"about_ca_topic_score_codex":0.0033045714,"about_ca_topic_score_gemma":0.000008443273,"teacher_disagreement_score":0.7948706,"about_ca_system_score_codex":0.00001070325,"about_ca_system_score_gemma":0.000037694703,"threshold_uncertainty_score":0.64249676},"labels":[],"label_agreement":null},{"id":"W3000327791","doi":"10.1306/10161918065","title":"An approach to reduce exploration risk using spectral decomposition, prestack inversion, and seismic facies classification","year":2020,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Prestack; Facies; Inversion (geology); Seismology; Seismic exploration; Seismic inversion; Paleontology; Tectonics; Geometry","score_opus":0.04942871661331141,"score_gpt":0.25714725833754587,"score_spread":0.20771854172423446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000327791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9027957,0.0000993709,0.08048736,0.013725333,0.000092896815,0.00032312798,0.00004545873,0.00024688226,0.0021839207],"genre_scores_gemma":[0.96558833,0.00008437046,0.030273072,0.0037448376,0.00011264719,0.0000017383944,0.00016067336,0.000004946105,0.000029357463],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990416,0.0001329522,0.00016113221,0.00034599143,0.00015275848,0.00016556389],"domain_scores_gemma":[0.99951816,0.000026207557,0.00007879706,0.00013960761,0.00004251163,0.00019473326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017201208,0.00011491857,0.00010637441,0.00006405398,0.000248959,0.000111304544,0.00014131328,0.00005110778,0.00017937148],"category_scores_gemma":[0.00004333175,0.000109518776,0.000022321428,0.0001606476,0.000063254185,0.0002646715,0.000011535445,0.00012246892,0.00015112579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050135056,0.00024594236,0.12636495,0.0001465532,0.00005958913,0.000010460514,0.02254555,0.066927224,0.014769104,0.00032073224,0.59067315,0.17743537],"study_design_scores_gemma":[0.00021968325,0.00027226153,0.01627321,0.000017057166,0.000025503618,0.000007806,0.0028986665,0.8917333,0.0075884466,0.00040766314,0.08026962,0.000286775],"about_ca_topic_score_codex":0.0018249766,"about_ca_topic_score_gemma":0.0000021239307,"teacher_disagreement_score":0.8248061,"about_ca_system_score_codex":0.000007604743,"about_ca_system_score_gemma":0.000020118794,"threshold_uncertainty_score":0.4466046},"labels":[],"label_agreement":null},{"id":"W3000481820","doi":"10.1142/s0218348x20500498","title":"NUMERICAL STUDY OF PORE STRUCTURE EFFECTS ON ACOUSTIC LOGGING DATA IN THE BOREHOLE ENVIRONMENT","year":2020,"lang":"en","type":"article","venue":"Fractals","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for Central Universities of the Central South University; Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Borehole; Fractal dimension; Porosity; Fractal; Petrophysics; Poromechanics; Pore water pressure; Mechanics; Geology; Power function; Porous medium; Acoustic wave; Materials science; Well logging; Acoustics; Mineralogy; Geotechnical engineering; Mathematics; Physics; Petroleum engineering; Mathematical analysis","score_opus":0.02290518484414131,"score_gpt":0.2373312106387177,"score_spread":0.2144260257945764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000481820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997262,0.00011325279,0.00024297427,0.0014267497,0.000052483447,0.00026976675,0.00006980061,0.000025782238,0.00053716684],"genre_scores_gemma":[0.9944094,0.000006140658,0.00013905682,0.0052273823,0.000056751593,4.6547342e-7,0.00015539803,0.0000020064622,0.0000034403083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918824,0.00012255964,0.00012061338,0.00020174605,0.0002551252,0.00011171345],"domain_scores_gemma":[0.99937147,0.00022415422,0.000054420736,0.00031328766,0.0000020829125,0.00003457762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016489557,0.00007636145,0.0001263694,0.000026344731,0.000039798244,0.0000155691,0.00044199638,0.000025467287,0.0002530852],"category_scores_gemma":[0.00006727765,0.000047169447,0.000012400266,0.00008654054,0.000022450005,0.00008762517,0.000024182547,0.00017546625,0.000025503454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014663876,0.00031417457,0.67218524,0.00015449454,0.00004340256,0.00031800882,0.008946287,0.021214597,0.001010297,0.0000027526132,0.061655026,0.2340091],"study_design_scores_gemma":[0.00085473084,0.0022829475,0.8129139,0.00006241523,0.000048729868,0.000011261996,0.0038372094,0.15125984,0.0027635414,0.0002475975,0.025413785,0.00030407647],"about_ca_topic_score_codex":0.0007230008,"about_ca_topic_score_gemma":0.0000031179643,"teacher_disagreement_score":0.23370503,"about_ca_system_score_codex":0.0000020887558,"about_ca_system_score_gemma":0.0000074980676,"threshold_uncertainty_score":0.27711055},"labels":[],"label_agreement":null},{"id":"W3000654994","doi":"10.1190/geo2019-0152.1","title":"Inversion of differences in frequency components of azimuthal seismic data for indicators of oil-bearing fractured reservoirs based on an attenuative cracked model","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Amplitude; Azimuth; Inversion (geology); Seismic inversion; Reflection coefficient; Seismology; Geometry; Mathematics; Physics; Optics","score_opus":0.05992795828084158,"score_gpt":0.25854813450546515,"score_spread":0.19862017622462358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000654994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963613,0.00001678892,0.0018914839,0.0003337639,0.000035872134,0.00011748423,0.0010101795,0.000019236015,0.00021388615],"genre_scores_gemma":[0.9937715,0.000010811037,0.004766657,0.0005195741,0.000016618338,7.921522e-7,0.0009061306,0.0000043250857,0.0000035947614],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989003,0.000077135206,0.0002898779,0.00027834866,0.00030418843,0.00015014288],"domain_scores_gemma":[0.99904674,0.00020009959,0.00028312072,0.00035035872,0.000051289182,0.00006840944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001928715,0.00011783715,0.0003083618,0.00013626054,0.000038710612,0.000005721612,0.0005844859,0.000062821964,0.00001982998],"category_scores_gemma":[0.00009652908,0.00010277236,0.00004577379,0.0002900881,0.0001361473,0.00026836805,0.000039976887,0.00013892965,0.0000017648825],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015917666,0.00059255376,0.85150564,0.0013390899,0.000087998036,0.0000051645407,0.009669785,0.06319986,0.012772408,0.00016359676,0.0016683473,0.057403807],"study_design_scores_gemma":[0.00046068718,0.0003458008,0.034149986,0.00011088162,0.000012677617,2.8713874e-8,0.0002597176,0.9543748,0.0076739867,0.0024977247,0.000013475327,0.00010023964],"about_ca_topic_score_codex":0.003698413,"about_ca_topic_score_gemma":0.000026608079,"teacher_disagreement_score":0.8911749,"about_ca_system_score_codex":0.0000041966223,"about_ca_system_score_gemma":0.00008309646,"threshold_uncertainty_score":0.55909187},"labels":[],"label_agreement":null},{"id":"W3000672057","doi":"","title":"A Comparison of Sub-Slab Anisotropy Beneath the Scotia and Caribbean Subduction Zones","year":2011,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Subduction; Nova scotia; Slab; Seismology; Caribbean region; Paleontology; Oceanography; Tectonics; Latin Americans","score_opus":0.032525385060669536,"score_gpt":0.24183901379260467,"score_spread":0.20931362873193513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000672057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99000835,0.00059688516,0.000036630285,0.00018026851,0.00022138955,0.00009752194,0.00000903635,0.000083222665,0.00876671],"genre_scores_gemma":[0.99680334,0.00007142434,0.002882224,0.00014481475,0.00005155154,3.753763e-7,0.00001644825,0.0000040193886,0.000025810068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990996,0.000060310445,0.00026812227,0.00019254572,0.00017610041,0.00020328273],"domain_scores_gemma":[0.99940485,0.000113926995,0.00019486569,0.00017183839,0.00005137424,0.00006314593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044105737,0.000116206116,0.00016552465,0.00005802988,0.00016945477,0.000031471413,0.00016477438,0.000058502403,0.000018139212],"category_scores_gemma":[0.00007843084,0.00008199714,0.000036394467,0.0000976336,0.00017454912,0.0001499611,0.000014079657,0.00015404301,0.000026839572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002463702,0.000024589002,0.9804061,0.0000213326,0.0000127341955,0.000002491412,0.0018723852,0.00013231416,0.0004993224,0.00004019093,0.0018684277,0.015095479],"study_design_scores_gemma":[0.00014893347,0.00021324606,0.90232164,0.000085108186,0.00004074368,0.000021816331,0.0020275605,0.0036668626,0.08923509,0.00080765504,0.0012518599,0.00017946857],"about_ca_topic_score_codex":0.17320745,"about_ca_topic_score_gemma":0.005487976,"teacher_disagreement_score":0.16771947,"about_ca_system_score_codex":0.0000027828498,"about_ca_system_score_gemma":0.000020426594,"threshold_uncertainty_score":0.8322982},"labels":[],"label_agreement":null},{"id":"W3000861451","doi":"10.1785/0220190075","title":"The Bayesian Earthquake Analysis Tool","year":2020,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Geodetic datum; Software; Computer science; Covariance; Bayesian probability; Algorithm; Data mining; Geodesy; Mathematics; Artificial intelligence; Statistics; Programming language","score_opus":0.06412894001106333,"score_gpt":0.3009301558293649,"score_spread":0.23680121581830155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000861451","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4718098,0.00028076375,0.021961294,0.49968743,0.00010133045,0.00029563147,0.000024893383,0.00028479376,0.005554054],"genre_scores_gemma":[0.92887586,0.00006097572,0.000647246,0.07003599,0.000128845,0.0000024608235,0.000026827829,0.0000022754161,0.0002194938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974583,0.00061590265,0.0001910259,0.0003604282,0.0007375617,0.0006368273],"domain_scores_gemma":[0.99827385,0.0011540322,0.00003078856,0.00024762237,0.000059724254,0.00023397445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016252367,0.0001056601,0.00016048597,0.00011190591,0.00069806504,0.00022356908,0.00063931587,0.00006103316,0.0016558943],"category_scores_gemma":[0.000938639,0.000059217225,0.00015465716,0.0013958734,0.0005849731,0.000103981,0.000051301227,0.00062329153,0.00065194623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016538952,0.000013805083,0.1483766,0.000008256936,0.000204871,0.00023112784,0.00025323767,0.0012070425,0.00026354112,0.00048552873,0.36405152,0.48473907],"study_design_scores_gemma":[0.0001378439,0.00028328924,0.15934768,0.0000034834088,0.00003090624,0.000004457995,0.00025020173,0.097910844,0.00043195338,0.0017833964,0.7396134,0.0002025496],"about_ca_topic_score_codex":0.0017784921,"about_ca_topic_score_gemma":0.000009516863,"teacher_disagreement_score":0.4845365,"about_ca_system_score_codex":0.0000067174988,"about_ca_system_score_gemma":0.000030837055,"threshold_uncertainty_score":0.99925673},"labels":[],"label_agreement":null},{"id":"W3002777235","doi":"10.11575/prism/37322","title":"Processing of Multicomponent Seismic Data from West-Central Alberta","year":2019,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology","score_opus":0.01687563665955689,"score_gpt":0.20939054106362545,"score_spread":0.19251490440406857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002777235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9518042,0.001790678,0.015601013,0.00026276414,0.00078738906,0.0004358844,0.00010268879,0.00008854779,0.02912683],"genre_scores_gemma":[0.9391071,0.00050845224,0.026302552,0.0001410026,0.00002652627,4.1857003e-8,0.021719744,0.000013916787,0.012180659],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876565,0.000055104305,0.0001973184,0.00042579422,0.00033331488,0.00022280037],"domain_scores_gemma":[0.99880236,0.00010207316,0.00041387914,0.0005349609,0.000058200625,0.0000885245],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000103783794,0.00018503329,0.00039753382,0.00016495552,0.000094920666,0.0000137998,0.0010353783,0.0002145234,0.0015959127],"category_scores_gemma":[0.00002201356,0.00020675219,0.000092640454,0.0000973977,0.00009650559,0.0003707937,0.000053623895,0.00026303838,0.00011500331],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034639495,0.00008374575,0.022037597,0.00046147517,0.00011502889,0.000016098706,0.003776841,0.000014530557,0.00030535075,0.0000051377037,0.0119873,0.9608505],"study_design_scores_gemma":[0.0004689229,0.0000527734,0.09171689,0.00041903835,0.00018288632,0.0000011035607,0.00083379494,0.8837902,0.00064074504,0.00010068436,0.021494767,0.0002981801],"about_ca_topic_score_codex":0.24294192,"about_ca_topic_score_gemma":0.00077026896,"teacher_disagreement_score":0.96055233,"about_ca_system_score_codex":0.000009694785,"about_ca_system_score_gemma":0.00020983817,"threshold_uncertainty_score":0.99931675},"labels":[],"label_agreement":null},{"id":"W3003376978","doi":"","title":"Controlled-Source Seismic Investigation of the Generation and Collapse of a Batholith Complex, Coast Mountains, Western Canada","year":2010,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Batholith; Geology; Seismology; Tectonics","score_opus":0.011997891255896882,"score_gpt":0.19051807366334234,"score_spread":0.17852018240744547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003376978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99827063,0.00005039103,0.00009462238,0.00095246115,0.00015426813,0.00015066925,0.00005288007,0.0000114642135,0.00026262653],"genre_scores_gemma":[0.9975819,0.000008165411,0.0002503556,0.0018646369,0.000034669865,7.6441137e-7,0.000035241108,0.0000018069034,0.0002224725],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942815,0.00006544588,0.00016942306,0.000092334565,0.00016235962,0.000082305785],"domain_scores_gemma":[0.9995702,0.00006399006,0.00013657834,0.00013396858,0.000054349457,0.000040927676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020584729,0.00006336729,0.00013808567,0.000027869892,0.000084257284,0.00001345999,0.00010397911,0.000030601666,0.00004130282],"category_scores_gemma":[0.000040109528,0.000042460648,0.000020146914,0.000082340666,0.00015299281,0.00006317531,0.000010226965,0.00008252169,6.258671e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040155566,0.0000062352105,0.9502094,0.000031789445,0.000016817972,8.8301545e-7,0.0006445586,0.0014700256,0.025599942,0.000059145583,0.0135723315,0.008348711],"study_design_scores_gemma":[0.001302606,0.000079922014,0.39923015,0.00003242755,0.000036102843,0.00002985426,0.00037394217,0.53679323,0.040014196,0.00022753172,0.021716502,0.00016349967],"about_ca_topic_score_codex":0.7279884,"about_ca_topic_score_gemma":0.5028276,"teacher_disagreement_score":0.55097926,"about_ca_system_score_codex":0.0000032539729,"about_ca_system_score_gemma":0.00015873495,"threshold_uncertainty_score":0.50624454},"labels":[],"label_agreement":null},{"id":"W3003771921","doi":"","title":"Micro-seismicity in Alberta recorded by the Canadian Rockies and Alberta Network","year":2012,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Geology; Geography; Seismology","score_opus":0.008993715304088896,"score_gpt":0.1890503329129907,"score_spread":0.1800566176089018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003771921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9301424,0.0026004647,0.000008118252,0.0140957385,0.00044572694,0.00017627064,0.000018097558,0.0000263398,0.05248685],"genre_scores_gemma":[0.9840174,0.00011718749,0.00018349264,0.011907817,0.00009608512,0.0000011151492,0.00004495052,0.0000030852734,0.003628876],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991705,0.0000695358,0.000113816415,0.00013244984,0.000070719965,0.00044297831],"domain_scores_gemma":[0.9994133,0.00023856838,0.00003213166,0.00014397425,0.000008779669,0.00016325965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028600582,0.00009853151,0.000100719226,0.00004212343,0.0002569193,0.00005059313,0.0001637525,0.00006425697,0.00045519546],"category_scores_gemma":[0.000048651218,0.00006896991,0.000019830584,0.00014370626,0.00008645548,0.00018231398,0.000010949126,0.00015472519,0.00012908985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005179874,0.0000035524606,0.73440945,0.0000024712785,0.0000048169786,5.9741564e-7,0.0004670065,0.00004136591,0.0000036650392,0.000040302653,0.24485658,0.02016501],"study_design_scores_gemma":[0.000109353445,0.00002016523,0.1032679,0.00001732248,0.0000066599537,0.000020612837,0.00011241732,0.006073783,0.00026927397,0.0008004302,0.88913274,0.00016931421],"about_ca_topic_score_codex":0.99240184,"about_ca_topic_score_gemma":0.9290812,"teacher_disagreement_score":0.6442762,"about_ca_system_score_codex":0.000009993751,"about_ca_system_score_gemma":0.000039999788,"threshold_uncertainty_score":0.49840713},"labels":[],"label_agreement":null},{"id":"W3004308382","doi":"","title":"A Re-interpreted Seismic Velocity Model Beneath Vancouver Island, Canada: a Shallower Subducting Slab?","year":2004,"lang":"en","type":"article","venue":"AGUSM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Slab; Seismology; Geophysics","score_opus":0.010510484420776574,"score_gpt":0.1963216669207889,"score_spread":0.18581118250001233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004308382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94140667,0.00036178887,0.017198468,0.0021193833,0.0012582657,0.0002417269,0.00017350174,0.00036007538,0.0368801],"genre_scores_gemma":[0.9890114,0.000015301266,0.0029865862,0.006716547,0.000068339315,0.0000012415592,0.000037801474,0.0000069259386,0.0011558433],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878883,0.000024402232,0.0002025167,0.0003186905,0.0002889232,0.0003766584],"domain_scores_gemma":[0.99947304,0.000039073075,0.000073792275,0.00024135837,0.00005062507,0.00012212114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016829846,0.00017112141,0.00017913233,0.00006342732,0.00019248635,0.000036951773,0.0002592142,0.00007098635,0.000435272],"category_scores_gemma":[0.00004727474,0.00014880652,0.000059557253,0.00015812872,0.000050259932,0.0002232396,0.000019923042,0.00022818318,0.00003903254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015374343,0.000056959856,0.034467362,0.00006347562,0.00010905308,0.00027970687,0.0039213635,0.17098708,0.00015650959,0.0000804504,0.73590297,0.053821318],"study_design_scores_gemma":[0.0007008471,0.000098605575,0.0017055694,0.0001163651,0.00002979342,0.00002281391,0.0009320462,0.9676781,0.004391179,0.0050877878,0.01866646,0.00057041086],"about_ca_topic_score_codex":0.8958362,"about_ca_topic_score_gemma":0.8977811,"teacher_disagreement_score":0.79669106,"about_ca_system_score_codex":0.00006163854,"about_ca_system_score_gemma":0.00048033588,"threshold_uncertainty_score":0.60681534},"labels":[],"label_agreement":null},{"id":"W3004508514","doi":"10.1190/geo2019-0133.1","title":"A simple approach to nonstationary source waveform estimation in seismic records","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Waveform; Amplitude; Reflection (computer programming); Noise (video); Wavelet; Seismic trace; Dispersion (optics); Instantaneous phase; Attenuation; Geology; Computer science; Algorithm; Optics; Physics; Artificial intelligence","score_opus":0.01590182474621992,"score_gpt":0.2112277569944664,"score_spread":0.19532593224824646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004508514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7342554,0.000029955218,0.22979312,0.002617907,0.000098179,0.0003862616,0.0000681747,0.000312638,0.0324384],"genre_scores_gemma":[0.9766457,0.0000034906755,0.012584613,0.010234714,0.000059538284,0.0000023639473,0.0003431089,0.0000036374327,0.00012280708],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934566,0.000022765591,0.0001295513,0.00019113708,0.00014229325,0.00016856803],"domain_scores_gemma":[0.9997339,0.000030099654,0.000033653876,0.00009200446,0.000018090946,0.00009223103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080906364,0.00008385687,0.000099682795,0.000050075734,0.00006096416,0.0000269911,0.000126361,0.000028448598,0.00008893395],"category_scores_gemma":[0.000026788339,0.000079094934,0.000027253873,0.0003668794,0.000020020365,0.00019987777,0.000012683328,0.00010607031,0.0005053975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005385641,0.000041293297,0.025800493,0.000047431167,0.0000070843867,0.0000039197967,0.0032336186,0.14074804,0.000035172696,0.000093851726,0.059257876,0.7706774],"study_design_scores_gemma":[0.00009885302,0.000069154084,0.020226276,0.0000051718253,0.0000025899087,0.0000015121827,0.00031242616,0.9569491,0.00014030206,0.0026104706,0.019467559,0.00011658557],"about_ca_topic_score_codex":0.0034230147,"about_ca_topic_score_gemma":0.000006886687,"teacher_disagreement_score":0.8162011,"about_ca_system_score_codex":0.000006467139,"about_ca_system_score_gemma":0.00003279276,"threshold_uncertainty_score":0.64960307},"labels":[],"label_agreement":null},{"id":"W3004714625","doi":"10.1190/tle39020102.1","title":"Facies — The drivers for modern inversions","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society of Petroleum Geologists; Virtual Materials Group (Canada)","funders":"","keywords":"Facies; Geology; Inversion (geology); Bayesian inference; Bayesian probability; Bayes' theorem; Workflow; Seismic inversion; Inference; Reservoir modeling; Algorithm; Data mining; Computer science; Mathematics; Seismology; Artificial intelligence; Geometry; Geotechnical engineering; Paleontology; Azimuth","score_opus":0.05153383622886609,"score_gpt":0.23563350884547682,"score_spread":0.18409967261661073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004714625","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3354539,0.001592714,0.06698117,0.49118567,0.0020143397,0.0017491435,0.00029978727,0.0015398525,0.099183425],"genre_scores_gemma":[0.9772258,0.00003477897,0.0004387665,0.020755278,0.00013546235,0.0000014933081,0.000014129138,0.0000027118147,0.0013916162],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953306,0.00003432708,0.00006560466,0.00011322806,0.00009328571,0.00016050003],"domain_scores_gemma":[0.99955827,0.0002239995,0.000028788205,0.00012579162,0.000015252976,0.000047907834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016862903,0.000066159,0.000068367895,0.000015007915,0.0004267062,0.000046001558,0.0003663878,0.000022928125,0.00014677612],"category_scores_gemma":[0.00006943484,0.00003383486,0.000058509904,0.00009968488,0.00014306066,0.000089088,0.000015346863,0.00011557116,0.00038111047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002104955,0.0000021790513,0.005377939,0.000010691232,0.000016132268,8.176837e-7,0.0068715233,0.0006318094,0.00021627502,0.00031435525,0.9116941,0.07484311],"study_design_scores_gemma":[0.00012445686,0.00006115487,0.0006270595,0.000008747949,0.00001986642,0.0000025828099,0.0012420549,0.25833744,0.0019417444,0.0034201364,0.7341126,0.00010213259],"about_ca_topic_score_codex":0.00017766286,"about_ca_topic_score_gemma":0.000007805825,"teacher_disagreement_score":0.64177185,"about_ca_system_score_codex":0.0000024820677,"about_ca_system_score_gemma":0.000016634658,"threshold_uncertainty_score":0.4898531},"labels":[],"label_agreement":null},{"id":"W3005008551","doi":"","title":"Very-high-resolution pseudo 3-D seismic volume of a submarine mass movement deposit: an example from the Pointe-du-Fort area, Upper Saguenay Fjord, Canada.","year":2003,"lang":"en","type":"article","venue":"EAEJA","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Submarine; Fjord; High resolution; Volume (thermodynamics); Oceanography; Movement (music); Seismology; Remote sensing","score_opus":0.011325019741408104,"score_gpt":0.175288964386733,"score_spread":0.1639639446453249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005008551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99150854,0.00026240145,0.004113812,0.00084673637,0.00047548424,0.00019461755,0.00008706321,0.00006866496,0.0024426887],"genre_scores_gemma":[0.9932128,0.000047851012,0.001355593,0.00417623,0.000073211966,0.00000250821,0.00029280482,0.000007171083,0.00083183986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985531,0.00013591895,0.0002892731,0.00031010451,0.00037520862,0.0003363929],"domain_scores_gemma":[0.99918354,0.00008861103,0.00012022957,0.00042874753,0.00005811404,0.00012078888],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035794126,0.00017588749,0.00020193237,0.0000481687,0.000212885,0.0000455133,0.00032407953,0.00005832879,0.0018303801],"category_scores_gemma":[0.0000335003,0.00012870053,0.000057282785,0.00016388186,0.000086046886,0.0001947326,0.000015784597,0.0001594807,0.000026789688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006311942,0.000032195247,0.8777265,0.0000065504096,0.000044155455,0.000014514509,0.0003156544,0.0016306546,0.00032286212,0.000093023904,0.113163844,0.006586932],"study_design_scores_gemma":[0.00083978847,0.00032879188,0.69539434,0.000066808745,0.0000693238,0.000020356498,0.0012769252,0.16399696,0.016349526,0.0028472142,0.11828516,0.0005248239],"about_ca_topic_score_codex":0.99177605,"about_ca_topic_score_gemma":0.59271306,"teacher_disagreement_score":0.399063,"about_ca_system_score_codex":0.000035927536,"about_ca_system_score_gemma":0.00020465892,"threshold_uncertainty_score":0.9990821},"labels":[],"label_agreement":null},{"id":"W3005786191","doi":"10.1190/int-2019-0182.1","title":"Permeability inversion using induced microseismicity: A case study for the Longmaxi shale gas reservoir","year":2020,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"Centro de Investigación Científica y de Educación Superior de Ensenada, Baja California; China Scholarship Council; Consejo Nacional de Ciencia y Tecnología; Curtin University of Technology","keywords":"Thermal diffusivity; Permeability (electromagnetism); Poromechanics; Geology; Microseism; Biot number; Fluid dynamics; Hydraulic fracturing; Mechanics; Porous medium; Geotechnical engineering; Thermodynamics; Chemistry; Porosity; Physics; Seismology","score_opus":0.07006506357873991,"score_gpt":0.2948524364273387,"score_spread":0.2247873728485988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005786191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98693013,0.000057295958,0.009579198,0.0022968114,0.00019052815,0.0007277908,0.000029185336,0.00009762817,0.00009144812],"genre_scores_gemma":[0.99469566,0.0000022702482,0.0007316541,0.004465423,0.00006680057,0.0000042680313,0.000019210962,0.000004559959,0.000010168288],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907506,0.00013059126,0.000207171,0.00027823105,0.00015052334,0.00015842923],"domain_scores_gemma":[0.99929655,0.0002809828,0.00008615898,0.00017713099,0.000089549045,0.000069612426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038496323,0.00010997512,0.00011945174,0.00004465951,0.00030940512,0.00009280019,0.0001984918,0.000044581877,0.00013406115],"category_scores_gemma":[0.0002381206,0.00007945173,0.00007162657,0.00016941513,0.000054000953,0.0002822162,0.000025319923,0.00014714178,0.000020974401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00145408,0.00020978817,0.39349234,0.0002012419,0.00017139176,0.0004100962,0.097516425,0.007477101,0.006325821,0.0000071285253,0.014949052,0.47778553],"study_design_scores_gemma":[0.00026529407,0.00038540637,0.0011499051,0.000015352638,0.00003849305,0.0000801898,0.012941138,0.98199433,0.0022548044,0.0001361068,0.0006343673,0.00010459554],"about_ca_topic_score_codex":0.018133601,"about_ca_topic_score_gemma":0.00025004678,"teacher_disagreement_score":0.9745172,"about_ca_system_score_codex":0.000015192657,"about_ca_system_score_gemma":0.00004144701,"threshold_uncertainty_score":0.98840475},"labels":[],"label_agreement":null},{"id":"W3006072522","doi":"10.22564/5simbgf2012.076","title":"The pore geometry and saturation effects on the modeling elastic properties of","year":2012,"lang":"en","type":"article","venue":"Proceedings of the 5 Simpósio Brasileiro de Geofísica","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Saturation (graph theory); Materials science; Geometry; Geology; Computer science; Geotechnical engineering; Mathematics","score_opus":0.015993766324430895,"score_gpt":0.1955415485523955,"score_spread":0.1795477822279646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006072522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99572504,0.0010361711,0.000021912985,0.0016605039,0.00014282968,0.0002454543,0.000003494999,0.000033720436,0.0011309023],"genre_scores_gemma":[0.99899584,0.00009476565,0.00011556346,0.0006084447,0.00010108323,0.0000035160836,9.0684006e-7,0.00000495751,0.00007492598],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990995,0.00002424532,0.00018593595,0.000118430195,0.00028257136,0.00028933186],"domain_scores_gemma":[0.9992954,0.00028602555,0.00016285708,0.00011743052,0.00008480815,0.000053459346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078074605,0.00012109583,0.00012820821,0.00004996204,0.00040486624,0.000054183678,0.0003643896,0.000055602974,0.000010038546],"category_scores_gemma":[0.0006486,0.00005059116,0.00005933284,0.00019430512,0.00020314015,0.0002145323,0.00005066149,0.00020515916,0.00000351919],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005456388,0.00011275882,0.76300335,0.00091787125,0.00015064894,3.474425e-7,0.0061691296,0.00058914744,0.071409136,0.0060380725,0.018681169,0.13238274],"study_design_scores_gemma":[0.0003549567,0.00037435003,0.18136871,0.0008689211,0.00013253871,0.000045040582,0.0031348711,0.24285202,0.5625731,0.0063685244,0.0015384284,0.00038857153],"about_ca_topic_score_codex":0.0002450472,"about_ca_topic_score_gemma":0.0000015478902,"teacher_disagreement_score":0.58163464,"about_ca_system_score_codex":0.000006177847,"about_ca_system_score_gemma":0.00001922135,"threshold_uncertainty_score":0.31139445},"labels":[],"label_agreement":null},{"id":"W3007193952","doi":"","title":"Crustal Structure and Seismic Anisotropy in the St-Lawrence/Charlevoix Region, Eastern Canada","year":2017,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology","score_opus":0.015903226392780245,"score_gpt":0.21571788588080051,"score_spread":0.19981465948802027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007193952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906379,0.00019053681,0.0000060162834,0.0036040177,0.00025729384,0.00011334691,0.00006263839,0.000034775647,0.0050934707],"genre_scores_gemma":[0.9967797,0.000050875136,0.00026729703,0.0026411903,0.00010336946,5.544372e-7,0.00003282393,0.000004084777,0.00012014851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884933,0.00006118191,0.0002076037,0.0002720439,0.0002838797,0.00032593854],"domain_scores_gemma":[0.99918216,0.00012171105,0.00020644216,0.00036996065,0.00003245099,0.00008725942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031015856,0.00015459408,0.00014008884,0.000039727583,0.0005322808,0.0002809018,0.0005414492,0.000068347515,0.000009743388],"category_scores_gemma":[0.00018472759,0.00010916151,0.000020880612,0.000040994237,0.00013956404,0.00026618957,0.000025818472,0.00029987906,0.000004681098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012044409,0.000004362847,0.96693957,0.000016817263,0.000005216761,0.00017574996,0.0003713905,0.0005343514,0.000008744267,0.000007950349,0.017931478,0.0139923515],"study_design_scores_gemma":[0.0002268464,0.000042552492,0.9626391,0.00010892719,0.000009292753,0.000111100955,0.00074529223,0.010970634,0.00016503366,0.0008587659,0.023902727,0.00021972197],"about_ca_topic_score_codex":0.97464895,"about_ca_topic_score_gemma":0.8359955,"teacher_disagreement_score":0.1386535,"about_ca_system_score_codex":0.000010020611,"about_ca_system_score_gemma":0.00014031485,"threshold_uncertainty_score":0.44514772},"labels":[],"label_agreement":null},{"id":"W3007474278","doi":"10.35767/gscpgbull.67.4.283","title":"Uncovering potential of seismic for reservoir characterization in Canadian oil sands","year":2019,"lang":"en","type":"article","venue":"Bulletin of Canadian Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Geology; Reservoir modeling; Oil sands; Facies; Oil shale; Petroleum engineering; Seismic inversion; Probabilistic logic; Characterization (materials science); Compaction; Petrology; Seismology; Geotechnical engineering; Computer science; Paleontology; Azimuth; Artificial intelligence","score_opus":0.0054001696072279995,"score_gpt":0.17784642298731046,"score_spread":0.17244625338008246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007474278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770351,0.0000814238,0.000028368317,0.007150901,0.000358714,0.00008217853,0.00036054707,0.000010706232,0.014892078],"genre_scores_gemma":[0.99452585,0.000068978276,0.000252429,0.0018349905,0.000034567605,0.0000019663864,0.0003460632,0.000005046484,0.002930093],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989545,0.000047563055,0.00026037995,0.00019060582,0.00008815896,0.00045880474],"domain_scores_gemma":[0.9994021,0.000047695714,0.000101417056,0.00016528147,0.000058800953,0.0002246748],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003254911,0.000095715615,0.00022842264,0.0010830937,0.000041431493,0.00000732329,0.00021659632,0.00010424383,0.0034529986],"category_scores_gemma":[0.00005293909,0.00010397778,0.000051106035,0.00017881714,0.00006911785,0.000032506116,0.000005748738,0.000096193886,0.00006523182],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013728741,0.000009150273,0.9394877,0.00016176901,0.000024080326,0.000023070024,0.00013791514,0.016844323,0.00083336484,0.00015412472,0.01940415,0.022783061],"study_design_scores_gemma":[0.000418824,0.0001414121,0.13971685,0.000034996778,0.0000053517647,0.000011533074,0.00006161297,0.021163078,0.00052367355,0.000109632136,0.83768475,0.00012827007],"about_ca_topic_score_codex":0.9941507,"about_ca_topic_score_gemma":0.9535255,"teacher_disagreement_score":0.81828064,"about_ca_system_score_codex":0.000033652606,"about_ca_system_score_gemma":0.00061260955,"threshold_uncertainty_score":0.997458},"labels":[],"label_agreement":null},{"id":"W3008258313","doi":"10.1190/geo2018-0760.1","title":"Seismic modeling and inversion using half-precision floating-point numbers","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Nvidia","keywords":"Inversion (geology); Seismogram; Algorithm; Computer science; Single-precision floating-point format; Double-precision floating-point format; Floating point; Seismic inversion; Computational science; Parallel computing; Geology; Seismology; Optics; Physics","score_opus":0.027942104319106122,"score_gpt":0.22130954248053458,"score_spread":0.19336743816142846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008258313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613065,0.00010436758,0.03608136,0.0010554023,0.00013714486,0.00008531639,0.000009576136,0.00015133615,0.0010690144],"genre_scores_gemma":[0.98643476,0.0000491944,0.009155382,0.004181495,0.00012976788,8.971849e-8,0.000027811737,0.0000052151295,0.000016276657],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917316,0.000037037604,0.0001441395,0.00026240014,0.00018716202,0.00019610355],"domain_scores_gemma":[0.9996316,0.000038056995,0.00005238038,0.000110748086,0.000031614498,0.00013561564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107350046,0.00012131218,0.00013652688,0.00003257025,0.00019454956,0.00005667691,0.00011963447,0.000048893813,0.000095793934],"category_scores_gemma":[0.00003104231,0.00011237543,0.000043720065,0.00016991302,0.000044338718,0.0003273081,0.00003634675,0.00015523659,0.00010665828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017061557,0.000031159307,0.0386747,0.00017380979,0.000046721783,0.000031664662,0.006088334,0.43929526,0.0039267666,0.00009552983,0.014965518,0.49649993],"study_design_scores_gemma":[0.0001343715,0.000048977417,0.00013435075,0.00003102246,0.00001178086,0.00000407602,0.00042673494,0.9943694,0.00096047693,0.0024479844,0.0012849881,0.00014586064],"about_ca_topic_score_codex":0.0071231313,"about_ca_topic_score_gemma":0.0000038391063,"teacher_disagreement_score":0.5550741,"about_ca_system_score_codex":0.0000052108817,"about_ca_system_score_gemma":0.000026307407,"threshold_uncertainty_score":0.99948853},"labels":[],"label_agreement":null},{"id":"W3008299840","doi":"10.1190/geo2019-0089.1","title":"Parameterization analysis and field validation of VTI-elastic full-waveform inversion in a walk-away vertical seismic profile configuration","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Transverse isotropy; Inversion (geology); Geology; Anisotropy; Isotropy; Normal moveout; Vertical seismic profile; Horizontal and vertical; Vertical velocity; Geodesy; Mathematical analysis; Geometry; Seismology; Mathematics; Physics; Mechanics; Optics","score_opus":0.012788829382172203,"score_gpt":0.20576084761620228,"score_spread":0.19297201823403007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008299840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707686,0.000009744468,0.027754538,0.00080742984,0.00003723222,0.0001110739,0.000011254757,0.000032302716,0.00046786608],"genre_scores_gemma":[0.9979593,0.00002064289,0.0005672461,0.0011339022,0.000022051196,9.043783e-7,0.0002853763,0.0000016998079,0.0000088667875],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993678,0.000041562573,0.00018060568,0.00016503272,0.0001405322,0.00010451252],"domain_scores_gemma":[0.9996883,0.00008379053,0.000054661723,0.00007499145,0.00003363526,0.00006457568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007066929,0.00007471288,0.00015066995,0.00009505021,0.00003746013,0.000021978538,0.000056181252,0.000051309493,0.00020203763],"category_scores_gemma":[0.00009165822,0.000067636734,0.000037713227,0.0005358651,0.00003593157,0.00022374805,0.00000920343,0.00008141563,0.000033645836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085512147,0.00015061174,0.5330608,0.0005069391,0.00027620103,0.00001644808,0.0055070473,0.018017668,0.04881859,0.00045572495,0.0029357427,0.3893991],"study_design_scores_gemma":[0.00017383778,0.00026873007,0.022668667,0.000015523603,0.00007497286,4.6448142e-7,0.00016266563,0.89639044,0.07954611,0.0005029467,0.00010070972,0.000094914285],"about_ca_topic_score_codex":0.0014776752,"about_ca_topic_score_gemma":0.000010420697,"teacher_disagreement_score":0.8783728,"about_ca_system_score_codex":0.000005299954,"about_ca_system_score_gemma":0.000025420799,"threshold_uncertainty_score":0.2758146},"labels":[],"label_agreement":null},{"id":"W3008675375","doi":"","title":"Crustal Seismic Velocity Model of Southern Ontario","year":2004,"lang":"en","type":"article","venue":"AGUSM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Seismic velocity; Geodesy","score_opus":0.018273360663754165,"score_gpt":0.19579578764083644,"score_spread":0.17752242697708226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008675375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841765,0.000054280797,0.004464467,0.00027788166,0.00006570345,0.00005002872,0.000048891812,0.00007422283,0.010788037],"genre_scores_gemma":[0.99255055,0.000004927316,0.0047097723,0.0010331422,0.00001545612,2.0966286e-7,0.00002121544,0.000002019017,0.0016626937],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994767,0.000008602005,0.000114837836,0.00012133306,0.00013579232,0.00014276801],"domain_scores_gemma":[0.9997491,0.000010040553,0.000044822875,0.00012571873,0.00002246886,0.000047829722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009747254,0.000070669856,0.000096099815,0.00004183792,0.00005553251,0.000009737602,0.00013395297,0.000043090342,0.00052589644],"category_scores_gemma":[0.0000069715466,0.00005957781,0.00004784522,0.000056278528,0.00007007583,0.0000840995,0.000007631945,0.00010627088,0.00023002656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014835523,0.00015789815,0.29716465,0.000066671884,0.000079332094,0.000033935637,0.025279284,0.46683297,0.0010898642,0.00048924895,0.01940634,0.18925145],"study_design_scores_gemma":[0.0018972098,0.00042922187,0.04445872,0.0001473268,0.0000645244,0.00004493141,0.0022315052,0.77661115,0.045632772,0.10968577,0.017832454,0.00096438534],"about_ca_topic_score_codex":0.4920674,"about_ca_topic_score_gemma":0.017310735,"teacher_disagreement_score":0.47475666,"about_ca_system_score_codex":0.000012290666,"about_ca_system_score_gemma":0.00014723268,"threshold_uncertainty_score":0.96597964},"labels":[],"label_agreement":null},{"id":"W3009196998","doi":"10.1007/s11053-020-09641-3","title":"Estimation of Petrophysical Parameters from Seismic Inversion by Combining Particle Swarm Optimization and Multilayer Linear Calculator","year":2020,"lang":"en","type":"article","venue":"Natural Resources Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Seismic inversion; Petrophysics; Geology; Reservoir modeling; Particle swarm optimization; Well logging; Porosity; Permeability (electromagnetism); Inversion (geology); Poisson's ratio; Mineralogy; Algorithm; Poisson distribution; Geotechnical engineering; Seismology; Petroleum engineering; Computer science; Mathematics; Geometry; Statistics; Azimuth; Tectonics","score_opus":0.036398671932863405,"score_gpt":0.29020850866243086,"score_spread":0.2538098367295675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009196998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99618703,0.0005298977,0.0014979893,0.00147663,0.000032233314,0.00012976087,0.000035316843,0.00005693738,0.00005417415],"genre_scores_gemma":[0.9917508,0.000055650635,0.007433634,0.00058097637,0.000028911838,7.232049e-7,0.00011324689,0.000004639851,0.000031431202],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985768,0.00019983032,0.00017020311,0.00026676836,0.00055352115,0.00023283438],"domain_scores_gemma":[0.999217,0.00038774742,0.00005364857,0.00010236583,0.000073792944,0.00016544288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024392945,0.00009003939,0.00014623896,0.00006090166,0.00016133279,0.000053037907,0.00016834846,0.00006873558,0.00008525083],"category_scores_gemma":[0.00034532975,0.00007409565,0.000034230165,0.00032073646,0.00022670328,0.00020829703,0.00004496226,0.00038304346,0.000030033232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008917639,0.000074625634,0.035507426,0.00011000664,0.000063323205,0.000015902764,0.0060951696,0.5999409,0.017156126,0.0000080804975,0.022469172,0.3176675],"study_design_scores_gemma":[0.0002940099,0.00017178319,0.0009614976,0.000024052973,0.0000056139697,4.2455903e-7,0.00038282835,0.95241,0.044581834,0.000032179312,0.0010561285,0.00007966007],"about_ca_topic_score_codex":0.0047931443,"about_ca_topic_score_gemma":0.0000021639519,"teacher_disagreement_score":0.3524691,"about_ca_system_score_codex":0.000008784696,"about_ca_system_score_gemma":0.000017195835,"threshold_uncertainty_score":0.7245832},"labels":[],"label_agreement":null},{"id":"W3009656861","doi":"","title":"Routine estimate of focal depths for moderate and small earthquakes by modelling regional depth phase sPmP in eastern Canada","year":2003,"lang":"en","type":"article","venue":"EGS - AGU - EUG Joint Assembly","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Geodesy; Phase (matter)","score_opus":0.04521787910497731,"score_gpt":0.25082488883078435,"score_spread":0.20560700972580703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009656861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92968243,0.0008051755,0.06739569,0.00043589805,0.00011761338,0.00024079593,0.000093607305,0.000040126342,0.0011886479],"genre_scores_gemma":[0.9843253,0.000048282225,0.014617322,0.0006201621,0.000021576125,0.0000037026398,0.0000979806,0.000008843374,0.0002568613],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99864125,0.000078168516,0.00036865057,0.00032618863,0.00021141524,0.0003743526],"domain_scores_gemma":[0.9994054,0.00012482645,0.00013243654,0.00014176981,0.000055490884,0.00014011182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041871134,0.0001917645,0.0003006762,0.000093477705,0.000103020255,0.00004516,0.000107345804,0.00006546867,0.0000279681],"category_scores_gemma":[0.00004818413,0.00017463719,0.000049986884,0.00010666968,0.000059803075,0.00016820751,0.000007902647,0.0001368485,0.0000025859938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023265716,0.0006942369,0.3657102,0.00077454693,0.00023645643,0.0002094399,0.0020286555,0.22049841,0.0036025576,0.0013676271,0.10761406,0.29493722],"study_design_scores_gemma":[0.0012286546,0.00018368929,0.0009545888,0.00008128231,0.000014458866,0.000019620704,0.00013703431,0.9744372,0.016846038,0.00083163136,0.005012405,0.0002534119],"about_ca_topic_score_codex":0.35578862,"about_ca_topic_score_gemma":0.13869815,"teacher_disagreement_score":0.7539388,"about_ca_system_score_codex":0.000013267479,"about_ca_system_score_gemma":0.00020724388,"threshold_uncertainty_score":0.8770184},"labels":[],"label_agreement":null},{"id":"W3010747027","doi":"10.2118/199938-ms","title":"Fiber Optics Application for Downhole Monitoring and Wellbore Surveillance; SAGD Monitoring, Flow Regime Determination and Flow Loop Design","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Wellbore; Annulus (botany); Volumetric flow rate; Flow conditions; Engineering; Steam-assisted gravity drainage; Flow (mathematics); Oil sands; Materials science; Mechanics","score_opus":0.02646183595081179,"score_gpt":0.23666503184952198,"score_spread":0.2102031958987102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010747027","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29591012,0.0023684714,0.68750626,0.007255745,0.00066826737,0.0020737636,0.0001175624,0.0009866853,0.0031131464],"genre_scores_gemma":[0.7404168,0.00043531126,0.2579926,0.0002515477,0.0003830925,0.000011747814,0.000050717354,0.000008659584,0.00044949743],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992612,0.00003394206,0.00013946478,0.00027703826,0.00012037954,0.00016797696],"domain_scores_gemma":[0.9995229,0.00015401581,0.000052914213,0.000101767844,0.00005226352,0.00011612865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024408332,0.000117233714,0.00012753408,0.000038739632,0.00015177012,0.0000837766,0.00008706354,0.00006731661,0.000039029175],"category_scores_gemma":[0.000050504408,0.00010341352,0.000018897777,0.00009072617,0.000049997732,0.00021209076,0.000012046221,0.00007254289,0.000017748749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047523165,0.000004940214,0.06350539,0.00006108488,0.000007879378,0.0000012911653,0.00025588972,0.0014309204,0.0005817218,0.0000032688363,0.0028219088,0.93127817],"study_design_scores_gemma":[0.0002644679,0.00017228819,0.009199383,0.000018247129,0.000010867369,0.0000051666657,0.00013852022,0.95395035,0.027123775,0.00021394333,0.008719793,0.00018320417],"about_ca_topic_score_codex":0.0001722991,"about_ca_topic_score_gemma":0.0000016952329,"teacher_disagreement_score":0.9525194,"about_ca_system_score_codex":0.000004186913,"about_ca_system_score_gemma":0.000014740855,"threshold_uncertainty_score":0.4217081},"labels":[],"label_agreement":null},{"id":"W3011239194","doi":"","title":"Travel-time Tomography of the Abitibi-Grenville Region, Eastern Canada","year":2008,"lang":"en","type":"article","venue":"AGUSM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Tomography; Seismology; Medicine; Radiology","score_opus":0.009348433847172138,"score_gpt":0.1548449923848484,"score_spread":0.14549655853767626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011239194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96732384,0.0003670252,0.000032673077,0.0013167763,0.0002400717,0.00008162557,0.000023662773,0.000027498842,0.03058684],"genre_scores_gemma":[0.99555665,0.000028768254,0.0000857556,0.0019532787,0.000029184981,2.1552655e-7,0.000006826333,0.0000018340663,0.002337495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940294,0.000034581528,0.0001165374,0.000110204746,0.00019539004,0.0001403579],"domain_scores_gemma":[0.9996379,0.000033017866,0.00005767954,0.00019936108,0.000025328654,0.000046731817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005147433,0.000068596324,0.0000941592,0.000032949327,0.00012775722,0.000004023727,0.00022112152,0.000025685173,0.00035520052],"category_scores_gemma":[0.000011003172,0.00004486385,0.00005545628,0.00017388957,0.00013389382,0.000039731905,0.000007744951,0.00006997645,0.000023616589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056051504,0.0000057261514,0.7049928,0.0000052904943,0.00000909202,0.00001712494,0.00016179262,0.000017641709,0.00006396655,0.000008596581,0.28668416,0.00802826],"study_design_scores_gemma":[0.0001316715,0.00004164355,0.95041174,0.000030350298,0.0000075604935,0.00010322976,0.00011235908,0.0018191229,0.0063393144,0.00019907301,0.04066825,0.00013569545],"about_ca_topic_score_codex":0.87821627,"about_ca_topic_score_gemma":0.08353452,"teacher_disagreement_score":0.7946817,"about_ca_system_score_codex":0.0000027357507,"about_ca_system_score_gemma":0.00011236863,"threshold_uncertainty_score":0.93318856},"labels":[],"label_agreement":null},{"id":"W3011523529","doi":"10.1190/geo2019-0282.1","title":"Missing well log prediction using convolutional long short-term memory network","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Continental shelf; Well logging; Interval (graph theory); Field (mathematics); Submarine pipeline; Convolutional neural network; Monte Carlo method; Data set; Data mining; Computer science; Statistics; Artificial intelligence; Geophysics; Geotechnical engineering; Oceanography; Mathematics","score_opus":0.028441177127100262,"score_gpt":0.21797051275886403,"score_spread":0.18952933563176377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011523529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9252311,0.0008207848,0.054023087,0.0013010162,0.0013622917,0.00025053738,0.00009511064,0.0006186767,0.016297402],"genre_scores_gemma":[0.99264485,0.000020420048,0.0028060004,0.0030627076,0.0012130957,2.4381552e-7,0.00018279324,0.0000049443956,0.0000649496],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991474,0.000039396735,0.00014778208,0.00021886665,0.00019873682,0.00024779796],"domain_scores_gemma":[0.99966735,0.000035501114,0.00004579244,0.000100344914,0.000032491083,0.0001185256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000950629,0.00010946752,0.00011898326,0.000018175551,0.00023421524,0.000048424994,0.00012247762,0.000051400195,0.00054326706],"category_scores_gemma":[0.000008094339,0.000107361964,0.00005879633,0.00017229434,0.00008376909,0.0002477307,0.0000157621,0.00015840033,0.00016101058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079034166,0.000032554464,0.6222611,0.00009690869,0.000069112684,0.000072255236,0.00053566584,0.053336494,0.0011835645,0.00010086695,0.08825759,0.23397486],"study_design_scores_gemma":[0.000155292,0.00007391609,0.110606916,0.000055030072,0.000040137395,0.000021146507,0.00007104159,0.88017607,0.0010641105,0.0016214184,0.00587059,0.0002443439],"about_ca_topic_score_codex":0.00034425672,"about_ca_topic_score_gemma":0.000002294688,"teacher_disagreement_score":0.82683957,"about_ca_system_score_codex":0.0000059127183,"about_ca_system_score_gemma":0.000053447602,"threshold_uncertainty_score":0.59483933},"labels":[],"label_agreement":null},{"id":"W3012101318","doi":"10.1190/geo2019-0108.1","title":"Amplitude variation with offset inversion using acoustic-elastic local solver","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Amplitude versus offset; Amplitude; Solver; Inversion (geology); Offset (computer science); Plane wave; Acoustics; Mathematical analysis; Physics; Geology; Mathematics; Optics; Computer science; Mathematical optimization; Seismology","score_opus":0.01865278662725653,"score_gpt":0.19863316820317742,"score_spread":0.1799803815759209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012101318","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3967847,0.000024641316,0.6014261,0.00053563504,0.0001505548,0.00011105743,0.000036528152,0.00018584864,0.0007448889],"genre_scores_gemma":[0.9906202,0.00000500485,0.005244212,0.003887343,0.00014225816,2.2273998e-7,0.00007827395,0.0000042991946,0.000018215282],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926066,0.000026674079,0.000098766155,0.00020611008,0.0002235975,0.00018415958],"domain_scores_gemma":[0.9996491,0.000043647156,0.00005705193,0.00010216356,0.000042996577,0.00010502413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050567218,0.00010739681,0.00011122634,0.00002602875,0.00013226253,0.000041414914,0.00011338599,0.000040777268,0.00024729467],"category_scores_gemma":[0.000012924504,0.00008666817,0.000029133105,0.00021611183,0.00007456063,0.00024495277,0.000013701069,0.00012611318,0.00024200947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010427926,0.00017879624,0.09866874,0.00041636542,0.00023100387,0.00015174576,0.0071370685,0.48492756,0.012745816,0.00062677293,0.060652338,0.33322102],"study_design_scores_gemma":[0.00021997927,0.0001799409,0.009631245,0.000023382783,0.00004073178,0.000003912618,0.00018750386,0.98581415,0.00068589416,0.00069121097,0.0023500267,0.0001720264],"about_ca_topic_score_codex":0.0020320448,"about_ca_topic_score_gemma":0.000009147518,"teacher_disagreement_score":0.5961819,"about_ca_system_score_codex":0.0000074550535,"about_ca_system_score_gemma":0.000056217916,"threshold_uncertainty_score":0.35342255},"labels":[],"label_agreement":null},{"id":"W3013929413","doi":"","title":"Imaging of the Sudbury Structure, Ontario, Canada, using the seismic reflection and refraction method","year":2001,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Geology; Refraction; Ground-penetrating radar; Seismology; Remote sensing; Optics; Engineering; Computer science; Radar","score_opus":0.0158624246200787,"score_gpt":0.2086931866776269,"score_spread":0.1928307620575482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013929413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944396,0.000072602845,0.002624861,0.0014293822,0.0001938572,0.00007397299,0.000009437708,0.000013160519,0.0011431014],"genre_scores_gemma":[0.997594,0.000021196556,0.0018952513,0.000249214,0.0000145492895,5.2150746e-9,0.000003418833,0.0000015068803,0.0002208877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994544,0.00010672831,0.000051880343,0.000113995724,0.00017018076,0.00010283846],"domain_scores_gemma":[0.9996136,0.000053299922,0.00012474094,0.00014429151,0.000039869257,0.000024221494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001816965,0.000064196174,0.00009104744,0.000047692036,0.00034353035,0.000009770844,0.0001563107,0.000027768052,0.00005402582],"category_scores_gemma":[0.000008332588,0.00004801432,0.000029533037,0.00015861828,0.0001002836,0.00017364712,0.000023916446,0.00015016875,2.7908254e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046746885,0.000001870928,0.9749706,0.000010104719,0.000015179039,0.0000048897264,0.0002681401,0.0018560232,0.0005729579,0.000005962319,0.0057236366,0.01652388],"study_design_scores_gemma":[0.00016005832,0.000027633767,0.8680915,0.000028805523,0.0000611969,0.00009118413,0.0077410634,0.09128449,0.0024759918,0.00025747667,0.02968675,0.00009383189],"about_ca_topic_score_codex":0.99626297,"about_ca_topic_score_gemma":0.997968,"teacher_disagreement_score":0.10687909,"about_ca_system_score_codex":0.0000695835,"about_ca_system_score_gemma":0.00015219004,"threshold_uncertainty_score":0.26421925},"labels":[],"label_agreement":null},{"id":"W3014002561","doi":"10.1190/geo2019-0154.1","title":"Nonlinear inversion of seismic amplitude variation with offset for an effective stress parameter","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada","keywords":"Seismic inversion; Inversion (geology); Amplitude versus offset; Amplitude; Geology; Nonlinear system; Synthetic data; Algorithm; Mathematics; Seismology; Geometry; Optics; Physics","score_opus":0.014761353450345845,"score_gpt":0.21932918633177437,"score_spread":0.20456783288142852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014002561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93396425,0.000011232859,0.064540654,0.0003997225,0.00006273391,0.00039465504,0.000361482,0.00008056874,0.00018467034],"genre_scores_gemma":[0.98438257,0.0000033941856,0.013388949,0.0016828267,0.00009216924,0.0000026082052,0.00043660885,0.000003841536,0.0000070153756],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994241,0.00003880149,0.00009886866,0.00018618524,0.00013146196,0.00012058535],"domain_scores_gemma":[0.99954855,0.00012100746,0.00008502274,0.00011176903,0.000066959736,0.000066670065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006764498,0.000087802044,0.00013266204,0.000024255054,0.000058462756,0.00001792688,0.00011130039,0.000029565334,0.00002133082],"category_scores_gemma":[0.000021031621,0.00006905614,0.00003739102,0.00012851464,0.000045577333,0.00022234047,0.0000066190146,0.000069011134,0.000016223046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016527956,0.00027182233,0.07796275,0.0005479678,0.00016789918,0.000004637037,0.006410061,0.019833593,0.0020470077,0.00027353343,0.0059512146,0.8848767],"study_design_scores_gemma":[0.00036638783,0.0014732757,0.017442811,0.000027761618,0.000037679776,5.7196837e-7,0.00016357392,0.9609457,0.015003219,0.0028838662,0.0015006955,0.00015445657],"about_ca_topic_score_codex":0.0019780733,"about_ca_topic_score_gemma":0.000010416478,"teacher_disagreement_score":0.9411121,"about_ca_system_score_codex":0.0000026078499,"about_ca_system_score_gemma":0.00002042783,"threshold_uncertainty_score":0.29902682},"labels":[],"label_agreement":null},{"id":"W3014009024","doi":"","title":"High-resolution seismic imaging and modelling of the Cu-Au New Afton porphyry deposit, SW British Columbia, Canada","year":2018,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; High resolution; Metallogeny; Geophysical imaging; Geochemistry; Remote sensing; Hydrothermal circulation","score_opus":0.01496125940610025,"score_gpt":0.18727496356373144,"score_spread":0.1723137041576312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014009024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929907,0.0002588102,0.0030520703,0.0008339743,0.0006024522,0.00013041408,0.000040925628,0.00004562181,0.0020450854],"genre_scores_gemma":[0.99421847,0.00005847967,0.002784385,0.001326084,0.00028650332,6.100034e-7,0.000033419485,0.0000059850017,0.0012860436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860495,0.000056303536,0.0003126861,0.00031743344,0.0003312353,0.0003773955],"domain_scores_gemma":[0.99925774,0.000039059534,0.00019270607,0.00021997733,0.00012766426,0.00016284802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001977798,0.00013263186,0.00018801173,0.000029254468,0.0003570723,0.00025889624,0.00029555766,0.000061549086,0.00016081454],"category_scores_gemma":[0.00002173963,0.00014501924,0.000040293628,0.00013142529,0.0001630841,0.00030457266,0.000034326422,0.00017910347,0.0000067893197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034457637,0.000035497556,0.5507263,0.000065873304,0.00005153319,0.00005681385,0.00039227703,0.0321216,0.004664116,0.000046463036,0.1592177,0.25258738],"study_design_scores_gemma":[0.00023291506,0.000051510677,0.5814501,0.00016223412,0.000025891539,0.00008506484,0.00009990517,0.40205693,0.010897563,0.0014066846,0.0032423227,0.00028885502],"about_ca_topic_score_codex":0.998026,"about_ca_topic_score_gemma":0.9538232,"teacher_disagreement_score":0.36993533,"about_ca_system_score_codex":0.000030056486,"about_ca_system_score_gemma":0.00089525606,"threshold_uncertainty_score":0.5913713},"labels":[],"label_agreement":null},{"id":"W3014378262","doi":"10.17794/rgn.2019.1.7","title":"SOLUTION OF HIGH VELOCITY ANOMALIES IMPERCEPTIBLE TO SEISMIC RESOLUTION, BY MEANS OF SYNTHETIC MODELS, PENOBSCOT FIELD, CANADA","year":2019,"lang":"en","type":"article","venue":"Rudarsko-geološko-naftni zbornik","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Cretaceous; Seismology; Nova scotia; Seismic velocity; Seismic survey; Structural basin; Oil field; High resolution; Shot (pellet); Geodesy; Paleontology; Remote sensing","score_opus":0.006396007633831661,"score_gpt":0.17934896349809365,"score_spread":0.172952955864262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014378262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777402,0.00061054184,0.009819898,0.0031972188,0.00056879583,0.0004524278,0.00075010146,0.00011460895,0.006746183],"genre_scores_gemma":[0.9941558,0.00012536145,0.0026892945,0.001818445,0.000034797864,0.0000028994064,0.00019840033,0.00001097717,0.00096397713],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99774635,0.00013791883,0.0005385422,0.00047772838,0.00057641347,0.0005230502],"domain_scores_gemma":[0.9986394,0.00020551919,0.00023258384,0.0005482903,0.00019681138,0.00017737271],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042130426,0.00026490222,0.00048424173,0.00018574626,0.00014008228,0.000020514242,0.00051649695,0.00015823908,0.0017176612],"category_scores_gemma":[0.00008487875,0.000251375,0.000098511904,0.00038001218,0.00013170365,0.0002702837,0.000060544262,0.00022393238,0.00008952036],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006425471,0.00017750722,0.11640161,0.0005231025,0.00017407534,0.00001392406,0.0012790987,0.07798125,0.007344351,0.0011352627,0.7485059,0.045821406],"study_design_scores_gemma":[0.0013439873,0.001927786,0.04187031,0.00050899544,0.0001575065,0.00005262418,0.0016256453,0.7475054,0.1034745,0.0066645863,0.093297794,0.0015708385],"about_ca_topic_score_codex":0.8780951,"about_ca_topic_score_gemma":0.07831029,"teacher_disagreement_score":0.79978484,"about_ca_system_score_codex":0.00005639731,"about_ca_system_score_gemma":0.0005301576,"threshold_uncertainty_score":0.99999386},"labels":[],"label_agreement":null},{"id":"W3014410575","doi":"","title":"Shear Wave Splitting Underneath Northwest Canada and Eastern Alaska from Transportable Array and Mackenzie Mountains Data","year":2017,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Shear (geology); Seismology; Oceanography; Meteorology; Geography; Paleontology","score_opus":0.03404080408502654,"score_gpt":0.22102111409354622,"score_spread":0.18698031000851967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014410575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947738,0.00045445916,0.00014495078,0.00086882774,0.00015673348,0.00006902259,0.0012621746,0.000036626247,0.00223339],"genre_scores_gemma":[0.9963367,0.00016346188,0.0012105545,0.00097143743,0.000077766286,2.2491332e-7,0.0009099492,0.0000042547144,0.00032565175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913424,0.000016163842,0.0001269363,0.00034631664,0.00015548088,0.00022086913],"domain_scores_gemma":[0.99913985,0.000056287972,0.00007774972,0.00058009964,0.000013374614,0.00013264953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014527839,0.000117194744,0.00014171308,0.00001875063,0.00042312485,0.00017490992,0.00031734537,0.00003879713,0.0001946439],"category_scores_gemma":[0.00002118289,0.00010132739,0.000010223689,0.000018039786,0.00011943127,0.00043483987,0.000029641169,0.00011208876,0.0000058071723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073073697,0.0000025969596,0.96720403,0.000009484682,0.000013444545,0.000039002283,0.0001252945,0.000006292284,0.000011402595,0.000003454928,0.0012685807,0.0313091],"study_design_scores_gemma":[0.00028508168,0.000029848123,0.9165003,0.000057451056,0.000033954253,0.000017793858,0.0004429384,0.03890481,0.0004720702,0.00037721006,0.042634033,0.00024452497],"about_ca_topic_score_codex":0.992338,"about_ca_topic_score_gemma":0.9286603,"teacher_disagreement_score":0.06367772,"about_ca_system_score_codex":0.0000049522528,"about_ca_system_score_gemma":0.000101289974,"threshold_uncertainty_score":0.4132011},"labels":[],"label_agreement":null},{"id":"W3014648681","doi":"10.6084/m9.figshare.5171779","title":"Seismic tomography of the Arctic region: inferences for the thermal structure and evolution of the lithosphere","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Lithosphere; Seismic tomography; Geology; Arctic; Tomography; Seismology; Geophysical imaging; The arctic; Geophysics; Geodesy; Tectonics; Mantle (geology); Radiology; Oceanography; Medicine","score_opus":0.02278975313476009,"score_gpt":0.2168097002047067,"score_spread":0.1940199470699466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014648681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.916784,0.0065982677,0.00002925785,0.007880138,0.0006963767,0.0014524951,0.06291505,0.00006354305,0.003580891],"genre_scores_gemma":[0.9994635,0.0000073358115,0.00003149279,0.00020276103,0.00003997012,0.0000030260496,0.0001602091,0.0000015466363,0.000090152455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995838,0.000033574153,0.00008675718,0.00009126354,0.00011645356,0.000088181994],"domain_scores_gemma":[0.9991927,0.00013253061,0.00021060985,0.00038435016,0.00006575754,0.0000140417105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049201313,0.000064161875,0.0000716576,0.000009807477,0.00045174148,0.000041317297,0.0005766752,0.00004404401,0.002978174],"category_scores_gemma":[0.0002612483,0.000026479456,0.000076715565,0.00005929739,0.00011543603,0.00010769853,0.0000435312,0.000092209244,0.0000015452207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018477604,0.0000037872683,0.88415253,0.00017571788,0.000024896239,1.261366e-7,0.00034457387,0.0001763894,0.000013854249,0.00003914142,0.06966416,0.04538633],"study_design_scores_gemma":[0.00007246524,0.00002791506,0.9765145,0.00041828095,0.000013417554,0.0000042317056,0.00013431846,0.008450817,0.0012753885,0.001570985,0.011471441,0.00004621881],"about_ca_topic_score_codex":0.00146538,"about_ca_topic_score_gemma":0.00010081048,"teacher_disagreement_score":0.09236197,"about_ca_system_score_codex":0.0000016466157,"about_ca_system_score_gemma":0.000040013245,"threshold_uncertainty_score":0.99793327},"labels":[],"label_agreement":null},{"id":"W3014835815","doi":"10.1007/s10596-020-09958-1","title":"Consensus optimization of total variation–based reverse time migration","year":2020,"lang":"en","type":"article","venue":"Computational Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Algorithm; Computation; Mathematical optimization; Regularization (linguistics); Computer science; Norm (philosophy); Optimization problem; Total variation denoising; Iterative method; Set (abstract data type); Image (mathematics); Mathematics; Artificial intelligence","score_opus":0.015281615673984872,"score_gpt":0.20569683167908528,"score_spread":0.19041521600510042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014835815","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2922512,0.00011678975,0.67962784,0.022540025,0.0004368468,0.00033469527,0.00022557033,0.00028919763,0.0041778507],"genre_scores_gemma":[0.8854799,0.0000014739807,0.11182537,0.0024251766,0.000035756835,3.6435625e-7,0.00016746254,0.0000012281898,0.000063216095],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991738,0.00005409021,0.00018943295,0.00017873597,0.0003120416,0.000091853],"domain_scores_gemma":[0.999489,0.00015126198,0.0001266297,0.000044763256,0.00012229719,0.00006602205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017718275,0.00006508851,0.000089372516,0.00006963494,0.000113259775,0.00003263905,0.000105995314,0.00002580757,0.0011196783],"category_scores_gemma":[0.00014113748,0.000058093337,0.00003343509,0.00038102677,0.00015075685,0.00014232585,0.000005463121,0.00003942815,0.00007632564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012062393,0.0000071687123,0.004559006,0.0000059758,0.0000020566354,6.877614e-7,0.00015785782,0.9882733,0.000055351033,0.000038684568,0.0045948727,0.002292983],"study_design_scores_gemma":[0.00011109167,0.00009538595,0.015767736,0.000007480674,0.000004915978,0.0000023018004,0.000043323507,0.982839,0.00020195785,0.00040258837,0.00045278412,0.0000714398],"about_ca_topic_score_codex":0.00061914383,"about_ca_topic_score_gemma":0.0000019635356,"teacher_disagreement_score":0.59322876,"about_ca_system_score_codex":0.0000026758096,"about_ca_system_score_gemma":0.00013078371,"threshold_uncertainty_score":0.9997934},"labels":[],"label_agreement":null},{"id":"W3016001716","doi":"","title":"Full waveform inversion with unbalanced optimal transport distance","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Maxima and minima; Nonlinear system; Mathematical optimization; Inversion (geology); Algorithm; Normalization (sociology); Mathematics; Kullback–Leibler divergence; Waveform; Regularization (linguistics); Divergence (linguistics); Optimization problem; Applied mathematics; Computer science; Mathematical analysis; Physics; Geology","score_opus":0.03838822416046141,"score_gpt":0.15768869307690303,"score_spread":0.11930046891644162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016001716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86133087,0.000081184975,0.1179612,0.0006149038,0.0003774413,0.00040446277,0.0002362606,0.0006638784,0.018329822],"genre_scores_gemma":[0.9959066,0.0002997455,0.0015658528,0.00070745073,0.00007221887,1.7931356e-7,0.0005086144,0.000011616857,0.0009277171],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831814,0.000050140236,0.00017747395,0.00092092564,0.00015239582,0.0003809059],"domain_scores_gemma":[0.9989384,0.000036329122,0.0001937766,0.0004829214,0.00007619404,0.00027239555],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011470207,0.00036066404,0.00037461336,0.00013545206,0.0001839058,0.000038249822,0.0007047614,0.0002234135,0.0007336436],"category_scores_gemma":[0.000007206091,0.00032880416,0.00015980795,0.0004073448,0.00025238542,0.0002986003,0.00007237195,0.000687692,0.00024007293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005706029,0.00014434561,0.38503608,0.0008184811,0.00042935475,0.003871801,0.0013316122,0.5719769,0.000066039,0.0035557596,0.013698146,0.013365468],"study_design_scores_gemma":[0.0009807508,0.0005795099,0.011158521,0.00030296925,0.00019276739,0.000015555115,0.0005844604,0.9621129,0.0005514474,0.004592601,0.017865913,0.0010626205],"about_ca_topic_score_codex":0.002419536,"about_ca_topic_score_gemma":0.00019033976,"teacher_disagreement_score":0.390136,"about_ca_system_score_codex":0.00004233408,"about_ca_system_score_gemma":0.00016966905,"threshold_uncertainty_score":0.9999164},"labels":[],"label_agreement":null},{"id":"W3016419749","doi":"10.1130/abs/2020nc-348176","title":"SEISMIC ANISOTROPY ACROSS AND ALONG THE MID-CONTINENT RIFT","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Rift; Geology; Anisotropy; Seismology; Seismic anisotropy; Geophysics; Tectonics; Physics; Optics; Mantle (geology)","score_opus":0.0194389320916671,"score_gpt":0.23467638014752676,"score_spread":0.21523744805585965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016419749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966429,0.00051089836,0.0015461877,0.03052933,0.000026503893,0.00029358253,0.000012677308,0.00019091573,0.00046090066],"genre_scores_gemma":[0.96561694,0.0003082312,0.018803412,0.015148196,0.00005112398,0.0000031766413,0.00003587711,0.0000036402803,0.00002942588],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99875456,0.00004559921,0.00024158496,0.0003164399,0.00025100488,0.0003907904],"domain_scores_gemma":[0.99932235,0.0001302139,0.00020091917,0.0001356914,0.000049859555,0.00016093155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020395653,0.00016791919,0.00024541668,0.0000040533405,0.00024821932,0.000063836116,0.00025882476,0.00008462862,0.00017909179],"category_scores_gemma":[0.000029640107,0.00008853989,0.00010859417,0.00022414216,0.0013498553,0.000118979624,0.000041070885,0.00030320356,0.000026098816],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099895726,0.00006473983,0.4325031,0.000048321897,0.000075639524,0.000009795862,0.0029355788,0.0008997539,0.000035079396,0.0000024796461,0.010627347,0.55269825],"study_design_scores_gemma":[0.0006508644,0.0026233683,0.56754375,0.00004611532,0.00004601732,0.00004267074,0.008206878,0.044379078,0.0010858343,0.00021168956,0.37476006,0.00040366425],"about_ca_topic_score_codex":0.01099968,"about_ca_topic_score_gemma":0.000010421661,"teacher_disagreement_score":0.5522946,"about_ca_system_score_codex":0.000001976039,"about_ca_system_score_gemma":0.000021269207,"threshold_uncertainty_score":0.99558616},"labels":[],"label_agreement":null},{"id":"W3016614185","doi":"10.1130/abs/2020se-344695","title":"DETRITAL ZIRCON LASER ABLATION SPLIT-STREAM U-PB-HF DATA FROM ORDOVICIAN TO DEVONIAN SEDIMENTARY ROCKS IN THE CONNECTICUT VALLEY – GASPÉ BELT: FINGERPRINTING LAURENTIAN AND GONDWANAN SOURCES","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Zircon; Geology; Ordovician; Devonian; Sedimentary rock; Geochemistry; Paleozoic; Paleontology; Petrology","score_opus":0.026856710064766944,"score_gpt":0.2340753139784222,"score_spread":0.20721860391365526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016614185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98271215,0.00024332642,0.0016823823,0.014303326,0.000024266088,0.0004202704,0.000063964195,0.000109776505,0.0004405675],"genre_scores_gemma":[0.9256107,0.00006127442,0.060373183,0.013080271,0.00007139361,0.0000033872152,0.00079010177,0.000004830653,0.0000048557904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983915,0.00009198517,0.00031733408,0.0005183621,0.0003126257,0.0003681654],"domain_scores_gemma":[0.99902004,0.00031773935,0.00020184113,0.00025686406,0.000034764613,0.00016872156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003339828,0.00019601657,0.0002682682,0.000023052193,0.0002057316,0.0001031001,0.0005012906,0.00010097668,0.00029991037],"category_scores_gemma":[0.000081926606,0.00012731894,0.000058979156,0.00036083284,0.00034063103,0.00025936277,0.00010086386,0.00035281727,0.000017575681],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007667293,0.00013817773,0.7405017,0.000030798117,0.00007952073,0.000018439401,0.004780078,0.0011489242,0.00008515801,7.049474e-7,0.0048413454,0.24829847],"study_design_scores_gemma":[0.0010642083,0.0029310593,0.772218,0.00022132207,0.000119874545,0.00002143474,0.04238799,0.041719332,0.0014082239,0.00030357056,0.13680077,0.00080421055],"about_ca_topic_score_codex":0.05877443,"about_ca_topic_score_gemma":0.0008803277,"teacher_disagreement_score":0.24749427,"about_ca_system_score_codex":0.0000054167895,"about_ca_system_score_gemma":0.000030751024,"threshold_uncertainty_score":0.94749326},"labels":[],"label_agreement":null},{"id":"W3016757240","doi":"","title":"Passive seismic monitoring at the CaMI Field Research Station, Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Field (mathematics); Mining engineering","score_opus":0.017689711133425184,"score_gpt":0.2530389209911666,"score_spread":0.2353492098577414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016757240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655209,0.00017519447,0.000012531515,0.010065679,0.0006659723,0.00014021466,0.000013162535,0.000022086517,0.023384243],"genre_scores_gemma":[0.9742815,0.000041236293,0.000033837634,0.0023162747,0.000081151906,0.0000014081972,0.00002431399,0.0000023526384,0.023217943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990679,0.00008551526,0.000092087575,0.00015861516,0.00033959927,0.0002563044],"domain_scores_gemma":[0.99884,0.0007894038,0.000029332587,0.00022235919,0.00006511129,0.000053830852],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022711183,0.00006220393,0.000063086365,0.000034515615,0.00027153752,0.000035597703,0.00021843989,0.00003101269,0.0020986388],"category_scores_gemma":[0.00007820856,0.000041530504,0.000018036475,0.00014235439,0.00003701516,0.000090306065,0.000020997075,0.0001952709,0.0006073711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001684542,0.0000025968582,0.4636127,0.0000110205765,0.000011997658,0.000009641372,0.00050159625,0.0015731591,0.000050122675,0.000020988886,0.4711668,0.06302254],"study_design_scores_gemma":[0.00016685568,0.00012004793,0.10961593,0.000044329143,0.000005735704,0.000012505794,0.0019463818,0.034728345,0.025691498,0.00063407084,0.82682675,0.00020752412],"about_ca_topic_score_codex":0.9902006,"about_ca_topic_score_gemma":0.7160178,"teacher_disagreement_score":0.35566,"about_ca_system_score_codex":0.000028715109,"about_ca_system_score_gemma":0.00018377724,"threshold_uncertainty_score":0.99881357},"labels":[],"label_agreement":null},{"id":"W3017118299","doi":"10.1190/rpwk2019-010.1","title":"Inversion for non-Biot's internal material properties of sandstone using a macroscopic Lagrangian model","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biot number; Geology; Lagrangian; Inversion (geology); Mechanics; Mathematical analysis; Mathematics; Seismology; Physics","score_opus":0.038362763850296064,"score_gpt":0.23129233527635287,"score_spread":0.19292957142605682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017118299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754607,0.00003165052,0.022710651,0.0006350219,0.00014108961,0.00017175647,0.00006224182,0.00006373236,0.00072311825],"genre_scores_gemma":[0.98240566,0.000008013824,0.015436829,0.0019520918,0.000057529633,4.2321247e-7,0.000018453076,0.0000030594647,0.000117921205],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945664,0.0000104252185,0.00014936009,0.00014214235,0.0001029897,0.00013843505],"domain_scores_gemma":[0.99978137,0.0000068158542,0.000051200015,0.00006239164,0.00003201943,0.000066199704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007085132,0.00008094334,0.00013406447,0.000040406758,0.000062039595,0.000028221137,0.00014032584,0.0000398869,0.0003158662],"category_scores_gemma":[0.000012525829,0.000059042024,0.00004980108,0.000059154252,0.000066950866,0.000155152,0.000015681657,0.00004084175,0.000008932378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016642241,0.000042833315,0.029913625,0.0008242198,0.000059407193,0.0000041576172,0.0034951058,0.0051251887,0.8967805,0.000036793284,0.03545241,0.026601573],"study_design_scores_gemma":[0.0001780063,0.00008998924,0.000048801798,0.000039135077,0.0000073083097,9.233727e-7,0.00013289806,0.65671843,0.34238404,0.000047068475,0.00029433577,0.00005906264],"about_ca_topic_score_codex":0.0031368681,"about_ca_topic_score_gemma":0.000011141295,"teacher_disagreement_score":0.6515932,"about_ca_system_score_codex":0.0000028898855,"about_ca_system_score_gemma":0.000034616936,"threshold_uncertainty_score":0.4742027},"labels":[],"label_agreement":null},{"id":"W3017356290","doi":"","title":"A broadband laboratory study of the seismic properties of cracked and fluid-saturated synthetic glass media","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Saturation (graph theory); Shear modulus; Bulk modulus; Composite material; Porosity; Mineralogy; Elastic modulus; Shear (geology); Shear waves; Porous medium; Geology","score_opus":0.01864572264440008,"score_gpt":0.20836766581149258,"score_spread":0.1897219431670925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017356290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99776024,0.00032670202,0.0000030437761,0.00039717872,0.0001448229,0.00019321364,0.000016599228,0.000028819963,0.0011293851],"genre_scores_gemma":[0.9995141,0.000038874434,0.00004247528,0.00019762562,0.000010880402,6.781048e-7,9.252742e-7,0.0000020954933,0.00019234823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930763,0.00008769963,0.00016912186,0.00013876837,0.00019366214,0.00010309096],"domain_scores_gemma":[0.9992866,0.000044768323,0.00014624083,0.00040159852,0.00008666296,0.00003416529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025576557,0.000084165484,0.00016006111,0.000039260805,0.00021633631,0.000042455536,0.0003324575,0.000035271216,0.000092712486],"category_scores_gemma":[0.00017664903,0.000043961907,0.000020860924,0.00006321217,0.00038785842,0.00016438615,0.00003481289,0.000074410185,0.000003907426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021550374,0.00022618171,0.9169603,0.00016254623,0.000105349834,0.000006036326,0.010210101,0.00006266463,0.020273186,0.00002458146,0.008020757,0.043732777],"study_design_scores_gemma":[0.0009713966,0.00036605535,0.66954684,0.00021090654,0.000072957904,0.000007662974,0.008449366,0.034921907,0.2832187,0.000198493,0.0017843535,0.00025132313],"about_ca_topic_score_codex":0.010056176,"about_ca_topic_score_gemma":0.00026968616,"teacher_disagreement_score":0.26294553,"about_ca_system_score_codex":0.0000013021877,"about_ca_system_score_gemma":0.000042914326,"threshold_uncertainty_score":0.99653596},"labels":[],"label_agreement":null},{"id":"W3018229458","doi":"","title":"Elastic thickness structure and anisotropy in western Canada from multitaper and wavelet coherence methods: Implications for lithospheric deformation","year":2006,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multitaper; Lithosphere; Geology; Wavelet; Seismology; Anisotropy; Deformation (meteorology); Coherence (philosophical gambling strategy); Geodesy; Mathematics; Tectonics; Computer science; Optics; Physics; Artificial intelligence; Statistics","score_opus":0.011606985019009445,"score_gpt":0.2386972616996325,"score_spread":0.22709027668062307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018229458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967965,0.00038848884,0.0016556898,0.00047949344,0.000081749626,0.0001726226,0.00019006441,0.00003905256,0.0001963448],"genre_scores_gemma":[0.9052842,0.0000183028,0.09403361,0.00042849372,0.0000336477,0.0000028693871,0.00018052442,0.0000034926857,0.00001482126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999249,0.00004995292,0.00022722148,0.00020966954,0.00007619729,0.00018800514],"domain_scores_gemma":[0.9991599,0.000539289,0.00011247438,0.00009300473,0.000041123745,0.000054254877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020896502,0.0001110389,0.00012853871,0.000026710391,0.00013030307,0.000067981586,0.00008327011,0.00006358098,0.0000038145458],"category_scores_gemma":[0.0001245253,0.00009562721,0.000010110381,0.000071116236,0.00004168625,0.00018586082,0.000008648557,0.00010883083,6.088171e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010620384,0.000004565347,0.9526213,0.000028710121,0.000003992998,0.0000012501902,0.00014512989,0.0013373025,0.0005723731,0.000008766221,0.00053220737,0.04473377],"study_design_scores_gemma":[0.00020328021,0.000018003948,0.98166317,0.000051393814,0.000009860419,0.0000095475825,0.000108353335,0.013091474,0.0007305807,0.0024205814,0.0015625497,0.00013119458],"about_ca_topic_score_codex":0.94498044,"about_ca_topic_score_gemma":0.7883141,"teacher_disagreement_score":0.15666631,"about_ca_system_score_codex":0.000012700179,"about_ca_system_score_gemma":0.00006713359,"threshold_uncertainty_score":0.38995647},"labels":[],"label_agreement":null},{"id":"W3020810168","doi":"10.1016/j.jngse.2020.103327","title":"An integrated petrophysical and geomechanical characterization of Sembar Shale in the Lower Indus Basin, Pakistan, using well logs and seismic data","year":2020,"lang":"en","type":"article","venue":"Journal of Natural Gas Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Petrophysics; Hydraulic fracturing; Oil shale; Drilling; Well logging; Petroleum engineering; Formation evaluation; Geomechanics; Brittleness; Petrology; Geotechnical engineering; Porosity","score_opus":0.01887746883308349,"score_gpt":0.23398996147708925,"score_spread":0.21511249264400575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020810168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972356,0.00014869533,0.0018332482,0.0006503299,0.00008343881,0.00003138765,0.000007914206,0.00000570455,0.0000036907984],"genre_scores_gemma":[0.9979517,0.000114296054,0.0013430194,0.0005350325,0.00004888543,2.1172912e-8,0.000005096257,0.0000014303209,5.1516486e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934834,0.00002128511,0.00016552798,0.00012760972,0.00022284151,0.000114408445],"domain_scores_gemma":[0.99968845,0.000031713596,0.000071336166,0.00007226225,0.000056671186,0.00007958797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056539365,0.00006603787,0.00012282968,0.000097675795,0.000051519935,0.00008365782,0.00025423526,0.000026036303,0.0000048584925],"category_scores_gemma":[0.000074718824,0.000041512412,0.000008828919,0.0003435077,0.00011510986,0.00088727893,0.00002599699,0.00025542767,1.43097e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021356519,0.000071149145,0.024134241,0.00012429756,0.000019118077,0.00014952295,0.0023998416,0.004576469,0.7992695,0.000056434525,0.00019796687,0.16878787],"study_design_scores_gemma":[0.000109740715,0.00019731079,0.023211107,0.000050340284,0.0000072358353,0.00012904225,0.00024406095,0.97377855,0.001651544,0.000013266577,0.000548009,0.000059791626],"about_ca_topic_score_codex":0.000113383634,"about_ca_topic_score_gemma":8.494145e-7,"teacher_disagreement_score":0.9692021,"about_ca_system_score_codex":0.000004637846,"about_ca_system_score_gemma":0.000039511153,"threshold_uncertainty_score":0.1692827},"labels":[],"label_agreement":null},{"id":"W3020910043","doi":"10.11575/prism/37804","title":"New technologies for unconventional reservoir characterization: Seismic inversion, focal-time estimation, and signal processing to improve reservoir imaging","year":2020,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reservoir modeling; Inversion (geology); Petroleum engineering; Seismic inversion; Reservoir simulation; Geophysical imaging; Geology; Signal processing; Seismology; Engineering; Electronic engineering; Optics; Digital signal processing; Physics","score_opus":0.00857237904685097,"score_gpt":0.20437435397286563,"score_spread":0.19580197492601467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020910043","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07019749,0.0006608888,0.90971726,0.014391446,0.0002930574,0.0013765075,0.000056943707,0.00073610106,0.002570301],"genre_scores_gemma":[0.15500009,0.0004272337,0.7783124,0.0019202305,0.00017152703,0.000005473791,0.019975346,0.0000788268,0.044108868],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985955,0.00003768672,0.00024209303,0.0005338382,0.0003383944,0.00025253792],"domain_scores_gemma":[0.99904555,0.00007150184,0.00033598684,0.00017109093,0.00021167929,0.00016419891],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000187558,0.00024552544,0.00035778456,0.0003864223,0.00040874668,0.00007109932,0.000464693,0.00021754757,0.00030912762],"category_scores_gemma":[0.000078289144,0.0002875774,0.00010729389,0.0003267963,0.0001006679,0.00061783375,0.000061060055,0.00025451984,0.000041683907],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033478008,0.000009677699,0.0007400726,0.00038518602,0.000029167886,0.000008462771,0.00093239034,0.000013544528,0.0012662424,0.000026928328,0.02789832,0.96835524],"study_design_scores_gemma":[0.00052008085,0.0001764499,0.0031004765,0.00036678353,0.00009778208,0.0000033120857,0.00074716733,0.93524176,0.0023922096,0.0036211303,0.053347714,0.00038514304],"about_ca_topic_score_codex":0.0015125405,"about_ca_topic_score_gemma":0.000014356085,"teacher_disagreement_score":0.9679701,"about_ca_system_score_codex":0.00002415445,"about_ca_system_score_gemma":0.00036115915,"threshold_uncertainty_score":0.9999576},"labels":[],"label_agreement":null},{"id":"W3020940775","doi":"","title":"Imaging Depth to Bedrock and Sediment Saturation in a Canadian Shield Aquifer by Combined S and P-wave Refraction","year":2018,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bedrock; Geology; Aquifer; Refraction; Shield; Geomorphology; Saturation (graph theory); Seismic refraction; Sediment; Seismology; Mineralogy; Hydrology (agriculture); Groundwater; Geotechnical engineering; Petrology; Optics","score_opus":0.009606378600043146,"score_gpt":0.21459720533640822,"score_spread":0.20499082673636507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020940775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98872775,0.00018508163,0.00008077199,0.0051170564,0.00013248358,0.00011906117,0.000009566538,0.00003069956,0.005597532],"genre_scores_gemma":[0.99293995,0.000028321854,0.00043423142,0.0063428595,0.00003441706,8.01642e-7,0.000034434437,0.0000017250316,0.00018325252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995168,0.000020692723,0.00007703717,0.00015051293,0.00006600414,0.00016895006],"domain_scores_gemma":[0.99974465,0.000021192998,0.000017445052,0.000060283255,0.000013975441,0.00014245573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013748315,0.000059082093,0.000057118225,0.000108305445,0.00009843933,0.00004917178,0.000026365142,0.000027418104,0.00010939314],"category_scores_gemma":[0.000020551848,0.00005404787,0.0000051757956,0.000090856665,0.00003364694,0.0001774145,0.000005277581,0.0000629746,0.00002494706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006626871,0.000009046376,0.5390459,0.000009517752,0.000006483763,0.000016090127,0.0018099159,0.000006651026,0.0011682475,0.000031055784,0.09819184,0.359639],"study_design_scores_gemma":[0.00070379296,0.00055232324,0.5513812,0.000096702395,0.000015123175,0.00006575247,0.0010959709,0.16070826,0.013960881,0.0010729698,0.26987067,0.00047634475],"about_ca_topic_score_codex":0.6826623,"about_ca_topic_score_gemma":0.27189276,"teacher_disagreement_score":0.41076955,"about_ca_system_score_codex":0.000013089039,"about_ca_system_score_gemma":0.000025463582,"threshold_uncertainty_score":0.7413933},"labels":[],"label_agreement":null},{"id":"W3021525024","doi":"10.3997/2214-4609-pdb.1.c046","title":"Weyburn Field Seismic Monitoring Project","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Geology; Carbonate; Fracture (geology); Field (mathematics); Petroleum engineering; Mining engineering; Environmental science; Geotechnical engineering","score_opus":0.020002501753291796,"score_gpt":0.2478868948524426,"score_spread":0.22788439309915082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021525024","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41572455,0.0005115218,0.004647379,0.008190465,0.0006970233,0.00020619325,0.0000058645714,0.000935654,0.56908137],"genre_scores_gemma":[0.9814928,0.00006867943,0.009170759,0.003915623,0.0003017702,5.1987547e-7,0.000004396362,0.0000017103539,0.0050437385],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999473,0.000015584843,0.00009362495,0.00013011142,0.000113506525,0.00017419188],"domain_scores_gemma":[0.9997636,0.000050977418,0.000019405952,0.00011487498,0.000013119036,0.000037994152],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008745137,0.00006818175,0.000063248466,0.00006836808,0.00007998917,0.00003661913,0.0001312359,0.000036319965,0.0018608292],"category_scores_gemma":[0.000016616406,0.00005233666,0.000031990556,0.000095253985,0.00001563186,0.00021082928,0.0000060361613,0.00009721297,0.00054671697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006219882,0.0000052080077,0.071794756,0.000003473918,0.0000037899845,0.0000024211342,0.00008595155,0.0001239181,0.000043247073,0.000013568295,0.12490809,0.80300933],"study_design_scores_gemma":[0.000114971845,0.00009189118,0.0068591246,0.000018375504,0.000004628381,0.000018046887,0.00019423565,0.08697129,0.05261248,0.00021575928,0.8527241,0.0001751242],"about_ca_topic_score_codex":0.006061529,"about_ca_topic_score_gemma":0.000014608371,"teacher_disagreement_score":0.8028342,"about_ca_system_score_codex":0.0000028944517,"about_ca_system_score_gemma":0.000020830648,"threshold_uncertainty_score":0.99905163},"labels":[],"label_agreement":null},{"id":"W3022055041","doi":"","title":"Observation of ground deformation associated with hydraulic fracturing and seismicity in the Western Canadian Sedimentary Basin","year":2017,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Induced seismicity; Hydraulic fracturing; Sedimentary rock; Structural basin; Seismology; Deformation (meteorology); Sedimentary basin; Geomorphology; Geotechnical engineering; Geochemistry","score_opus":0.02122657286596069,"score_gpt":0.210894997409871,"score_spread":0.1896684245439103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022055041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944284,0.00002300255,0.000018206252,0.003895666,0.000029370203,0.000079718724,0.000012627759,0.000009412582,0.0015035769],"genre_scores_gemma":[0.99067366,0.0000106218695,0.00006544573,0.009143444,0.000010005631,4.10737e-7,0.000070161164,0.000001039881,0.000025201014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961215,0.000037677688,0.0000813258,0.0000670706,0.00010004423,0.00010173771],"domain_scores_gemma":[0.99969876,0.000043464188,0.00009203297,0.00011953671,0.000017795413,0.000028421226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031149865,0.00004749967,0.0000617079,0.000047585665,0.00020006689,0.00006588479,0.00013077617,0.000028245506,0.000014888297],"category_scores_gemma":[0.00003240214,0.00003125258,0.0000070594856,0.000042993368,0.00005247471,0.00052145583,0.0000038858893,0.00007382087,0.0000025366783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039603865,0.0000026950281,0.9877519,0.000003859771,0.0000034821028,0.000002701077,0.0006254929,0.00009269985,0.000001371512,0.0000014457709,0.00040176787,0.011108638],"study_design_scores_gemma":[0.000117282405,0.000032057134,0.9781024,0.000038062295,0.0000048574734,0.000003546809,0.00015453936,0.017818404,0.00025395871,0.00012380704,0.003306545,0.000044549848],"about_ca_topic_score_codex":0.9333241,"about_ca_topic_score_gemma":0.15517098,"teacher_disagreement_score":0.7781531,"about_ca_system_score_codex":0.000009471349,"about_ca_system_score_gemma":0.000028974324,"threshold_uncertainty_score":0.8602449},"labels":[],"label_agreement":null},{"id":"W3022732480","doi":"","title":"Seismic Azimuthal Anisotropy Analysis Beneath the Yellowknife Region, Canada","year":2019,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Anisotropy; Azimuth; Seismic anisotropy; Lineation; Geophysics; Geometry; Tectonics; Mantle (geology)","score_opus":0.00690133097306671,"score_gpt":0.17656188520284904,"score_spread":0.16966055422978232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022732480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97791433,0.00029913464,0.00053450564,0.003756663,0.00038375866,0.00012258948,0.00003145401,0.000087272914,0.016870301],"genre_scores_gemma":[0.9863566,0.000057709796,0.0001300963,0.0064853514,0.000056202414,4.3232606e-7,0.00006397953,0.0000027336575,0.006846882],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990962,0.000055810528,0.00013282972,0.00022023862,0.00025519112,0.00023969643],"domain_scores_gemma":[0.9993846,0.00008610189,0.00006217011,0.00036299689,0.000032356817,0.00007177576],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013831102,0.00010670446,0.00014792937,0.000067801484,0.00014793179,0.000041333024,0.00032508062,0.000035983976,0.0017552292],"category_scores_gemma":[0.000011691432,0.00006854182,0.000087812914,0.000445103,0.00005073784,0.000096331634,0.000011756432,0.00012391129,0.00025547016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015156736,0.00000613886,0.8205541,0.000008371776,0.00016201481,0.000027110676,0.00016865082,0.020080732,0.0000062907925,0.00008014637,0.14603572,0.012855561],"study_design_scores_gemma":[0.00013784766,0.000054190004,0.1334605,0.0000066298894,0.0001260016,0.000021867705,0.0005132537,0.4340895,0.00041612252,0.0003803776,0.43057194,0.00022176276],"about_ca_topic_score_codex":0.9192554,"about_ca_topic_score_gemma":0.22971573,"teacher_disagreement_score":0.6895397,"about_ca_system_score_codex":0.0000120786835,"about_ca_system_score_gemma":0.00014882747,"threshold_uncertainty_score":0.9991573},"labels":[],"label_agreement":null},{"id":"W3023379268","doi":"10.1071/aseg2013ab320","title":"Uncertainty in surface microseismic monitoring","year":2013,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Noise (video); Signal-to-noise ratio (imaging); Computer science; SIGNAL (programming language); Reliability (semiconductor); Event (particle physics); Function (biology); Data mining; Algorithm; Geology; Artificial intelligence; Seismology; Image (mathematics); Physics; Telecommunications; Power (physics)","score_opus":0.013943657562415888,"score_gpt":0.22910124801874532,"score_spread":0.21515759045632943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023379268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907553,0.00028344814,0.000007876982,0.00069772924,0.00033086154,0.000166068,0.000010354572,0.00015059994,0.0075977556],"genre_scores_gemma":[0.99683124,0.00007089835,0.0017103527,0.00081019284,0.00006225963,0.0000013694311,0.000029745514,0.000004696286,0.00047925062],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998882,0.00003812422,0.00025205,0.00026020932,0.00017772631,0.0003898865],"domain_scores_gemma":[0.9994297,0.000104267776,0.0000724226,0.00020270718,0.00003621123,0.00015466187],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023907353,0.00014123948,0.00014119761,0.00008387249,0.0000872955,0.00009045102,0.00021644811,0.00007565644,0.0013844542],"category_scores_gemma":[0.000053375454,0.00012429405,0.000042199244,0.0001659545,0.000060763115,0.00041913087,0.000010388565,0.00024202948,0.0013951743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016787995,0.000058225967,0.08178912,0.000021208432,0.000010364085,0.00006522087,0.00025700888,0.022012543,0.0015970046,0.000009704308,0.018293867,0.8758689],"study_design_scores_gemma":[0.0001923473,0.00003141298,0.970198,0.00004426615,0.00000247865,0.000013479096,0.00033544732,0.008604264,0.012954351,0.0018118257,0.0056180744,0.00019407943],"about_ca_topic_score_codex":0.051186353,"about_ca_topic_score_gemma":0.000072485505,"teacher_disagreement_score":0.88840884,"about_ca_system_score_codex":0.000013138172,"about_ca_system_score_gemma":0.0000490262,"threshold_uncertainty_score":0.9995284},"labels":[],"label_agreement":null},{"id":"W3024448320","doi":"","title":"Oil Sands Characteristics and Time-Lapse and P-SV Seismic Steam Monitoring, Athabasca, Canada","year":2008,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Geology; Petroleum engineering; Unconventional oil; Environmental science; Hydrology (agriculture); Asphalt; Oil shale; Geotechnical engineering; Paleontology; Archaeology; Geography","score_opus":0.009179652089553236,"score_gpt":0.1829912612816958,"score_spread":0.17381160919214256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024448320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926961,0.0008976007,0.0000055308174,0.00040793477,0.00024720555,0.00002003326,0.00006322,0.000062965024,0.005599395],"genre_scores_gemma":[0.991631,0.0012539442,0.00024149973,0.00093582534,0.00013710387,4.9660696e-7,0.00003803716,0.0000038617673,0.005758255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993081,0.000024815768,0.00012350144,0.0001873645,0.00015656385,0.00019964016],"domain_scores_gemma":[0.99962187,0.00005651133,0.00004821228,0.00012039798,0.00002185556,0.00013117911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000903166,0.000112847585,0.00013860258,0.000038570055,0.0002122232,0.000024963005,0.000084611296,0.00004221066,0.00018805025],"category_scores_gemma":[0.000021923033,0.00009954598,0.000013902842,0.000060488164,0.000095772564,0.00012063758,0.00001500286,0.00011049244,0.000029054603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018441116,0.000008491625,0.6692085,0.000028404775,0.00001654902,0.00012563933,0.00029381042,0.000009568558,0.000093258124,0.0000022470178,0.06539808,0.26479697],"study_design_scores_gemma":[0.00037729816,0.00013416338,0.57220185,0.000070548915,0.00002252299,0.00039171282,0.00015663619,0.04602245,0.0022468462,0.00003609798,0.37791014,0.00042971387],"about_ca_topic_score_codex":0.5918023,"about_ca_topic_score_gemma":0.004272503,"teacher_disagreement_score":0.5875298,"about_ca_system_score_codex":0.000007127132,"about_ca_system_score_gemma":0.00009711052,"threshold_uncertainty_score":0.41091594},"labels":[],"label_agreement":null},{"id":"W3024854244","doi":"10.4018/978-1-5225-3440-2.ch021","title":"The Effects of Geometry on the P-Wave Seismic Response of Massive Mineral Deposits","year":2017,"lang":"en","type":"book-chapter","venue":"Advances in geospatial technologies book series","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geology; Stack (abstract data type); Diffraction; Amplitude; Concentric; Geometry; Seismology; Seismic attribute; Geophysical imaging; Seismic wave; Physics; Optics; Computer science; Mathematics","score_opus":0.007976094870633395,"score_gpt":0.2097734283581464,"score_spread":0.20179733348751303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024854244","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.090764835,0.3314471,0.0004914995,0.02333273,0.0064802645,0.006193655,0.0011767156,0.0022808742,0.5378323],"genre_scores_gemma":[0.76798695,0.11774216,0.0010242157,0.0006047188,0.00008011139,0.00003480893,0.000046712765,0.000040367417,0.11243998],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837697,0.00008121448,0.00046352955,0.0003573594,0.00039398202,0.00032694996],"domain_scores_gemma":[0.99576837,0.0022349574,0.00084559974,0.0010406161,0.00009054621,0.000019928644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041104175,0.0003716496,0.0005120425,0.00026880056,0.00035190926,0.000039738847,0.001083105,0.00036580206,0.000041039493],"category_scores_gemma":[0.0014999558,0.00021374057,0.00014672859,0.00005961827,0.002443878,0.00043504967,0.00015440928,0.00062658143,0.000010172977],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030073214,0.000023933395,0.0021449805,0.00046917328,0.00014598604,0.00020287438,0.00029710622,0.00029210496,0.0002459273,0.026806774,0.0072743725,0.95908946],"study_design_scores_gemma":[0.0003890949,0.002790484,0.001850139,0.0022035595,0.00006298008,0.00003078365,0.0005734346,0.0005340333,0.10527275,0.11606322,0.7695453,0.00068417686],"about_ca_topic_score_codex":0.0003185324,"about_ca_topic_score_gemma":0.0003234244,"teacher_disagreement_score":0.95840526,"about_ca_system_score_codex":0.000018207575,"about_ca_system_score_gemma":0.00007638659,"threshold_uncertainty_score":0.9004571},"labels":[],"label_agreement":null},{"id":"W3024982580","doi":"10.1190/geo2020-0173.1","title":"Cross-profile seismic data acquisition, imaging, and modeling of iron-oxide deposits: A case study from Blötberget, south-central Sweden","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Geology; Seismology; Mineralization (soil science); Mineralogy; Reflection (computer programming); Perpendicular; Geometry; Soil science","score_opus":0.030525819204048822,"score_gpt":0.2536362078920051,"score_spread":0.22311038868795627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024982580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99250233,0.00046455069,0.005438303,0.00015856206,0.00009208398,0.0001971105,0.00090601866,0.00011817614,0.00012289056],"genre_scores_gemma":[0.99563265,0.000016529511,0.0023184074,0.0013290406,0.00016045614,8.5437364e-7,0.0005204686,0.00000778305,0.000013815982],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870247,0.000058282963,0.0002705403,0.00048027304,0.00022056622,0.00026785542],"domain_scores_gemma":[0.99921536,0.000043799904,0.00010598296,0.0004260014,0.000054107255,0.00015475233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106317806,0.00016570913,0.00021634302,0.000028676543,0.00017886603,0.00010668823,0.00036053525,0.00003323224,0.00012695682],"category_scores_gemma":[0.000019187011,0.000155719,0.000035293077,0.00014230877,0.00008901093,0.0005244951,0.00013237857,0.00015123609,0.000035863955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007810808,0.000077251294,0.95157254,0.00005260693,0.000063487234,0.00061240094,0.007431883,0.010112653,0.00021556088,0.0000022258837,0.0025864304,0.027194846],"study_design_scores_gemma":[0.00040688526,0.000065195876,0.01657295,0.000016715196,0.000063505024,0.000045970388,0.0038397661,0.9782099,0.0003091865,0.00019860375,0.000079377314,0.00019195714],"about_ca_topic_score_codex":0.047950704,"about_ca_topic_score_gemma":0.00006027558,"teacher_disagreement_score":0.9680972,"about_ca_system_score_codex":0.000003362549,"about_ca_system_score_gemma":0.00004491134,"threshold_uncertainty_score":0.95838904},"labels":[],"label_agreement":null},{"id":"W3025909515","doi":"10.1093/gji/ggaa245","title":"Uncertainty quantification in time-lapse seismic imaging: a full-waveform approach","year":2020,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Chevron","keywords":"Algorithm; Uncertainty quantification; Computer science; Geophysical imaging; Pixel; Inversion (geology); Inverse problem; Solver; Curse of dimensionality; Mathematical optimization; Geology; Artificial intelligence; Geophysics; Mathematics; Machine learning; Seismology","score_opus":0.019016736107213213,"score_gpt":0.2306242491479637,"score_spread":0.21160751304075048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025909515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8742602,0.00012956129,0.03514702,0.046382587,0.0010714931,0.00030065473,0.00008848391,0.00027243697,0.042347565],"genre_scores_gemma":[0.991682,0.000024497067,0.001488965,0.0057988055,0.0005683111,9.646761e-7,0.00017170704,0.0000045800543,0.00026018315],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986969,0.000062129315,0.000298766,0.00023748871,0.00048302184,0.0002216754],"domain_scores_gemma":[0.9994762,0.000051385094,0.00013005993,0.00008331773,0.00008976658,0.00016929412],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025600416,0.00012627957,0.0001478889,0.000121050514,0.00008899804,0.00018917928,0.0005021984,0.000035777924,0.0008668398],"category_scores_gemma":[0.0000687699,0.00010448247,0.000098634504,0.00020438073,0.00007353972,0.00043661956,0.000024577686,0.00041989906,0.0009843388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010874745,0.0005447871,0.108299784,0.000038504455,0.00014899348,0.00024715366,0.002240858,0.057964675,0.004343835,0.0008678609,0.14420025,0.6800158],"study_design_scores_gemma":[0.00034563176,0.000055682027,0.015362477,0.00001735982,0.0000055567816,0.00011590145,0.00013272271,0.9596049,0.00019987322,0.002315854,0.0216999,0.00014411539],"about_ca_topic_score_codex":0.0005241736,"about_ca_topic_score_gemma":0.000001795662,"teacher_disagreement_score":0.90164024,"about_ca_system_score_codex":0.000025848587,"about_ca_system_score_gemma":0.000050358023,"threshold_uncertainty_score":0.9997935},"labels":[],"label_agreement":null},{"id":"W3027281068","doi":"10.11575/prism/37855","title":"Seismicity and tectonic interpretation of the Southern Rocky Mountain Trench near Valemount, British Columbia, Canada","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Trench; Geology; Tectonics; Seismology; Interpretation (philosophy)","score_opus":0.008200434414299131,"score_gpt":0.20939610623889396,"score_spread":0.20119567182459483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027281068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832584,0.00030390886,0.0000069482257,0.00016000167,0.00025665722,0.00037422858,0.00073193724,0.0000033140875,0.014904559],"genre_scores_gemma":[0.98601174,0.000024364526,0.0003670615,0.00050460716,0.000018805751,0.0000016477038,0.0008959695,0.0000062966237,0.0121694915],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989792,0.00008354191,0.00024878548,0.00030210867,0.00024299405,0.00014338702],"domain_scores_gemma":[0.99944305,0.000049722494,0.00023856248,0.00015403387,0.00005426559,0.00006034226],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015039973,0.00011321272,0.00023992066,0.000014124504,0.00022007685,0.0005150483,0.0005032634,0.00009848421,0.003614612],"category_scores_gemma":[0.00005252722,0.00012675258,0.000043544336,0.0001422323,0.000060469905,0.000115414645,0.000029092836,0.00024126745,0.00001783518],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004340528,0.000008649748,0.05783445,0.0000735712,0.000044110326,0.000010436898,0.0030095992,0.000060074668,0.00002316467,8.6248605e-8,0.022641836,0.9162506],"study_design_scores_gemma":[0.0011069773,0.00035455907,0.2531709,0.0018048324,0.00039014537,0.00009573351,0.025334612,0.24010536,0.0038232978,0.0005451147,0.47179592,0.0014725357],"about_ca_topic_score_codex":0.9950142,"about_ca_topic_score_gemma":0.9931537,"teacher_disagreement_score":0.91477805,"about_ca_system_score_codex":0.000018344248,"about_ca_system_score_gemma":0.0007877584,"threshold_uncertainty_score":0.9972962},"labels":[],"label_agreement":null},{"id":"W3028302688","doi":"","title":"Microseismic Monitoring Using Sparse Surface Network of Broadband Instruments: Western Canada Shale Play Case Study","year":2016,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Broadband; Microseism; Geology; Oil shale; Remote sensing; Computer science; Telecommunications; Seismology; Paleontology","score_opus":0.026190836341792992,"score_gpt":0.2375323268866567,"score_spread":0.21134149054486373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028302688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99870384,0.00022071727,0.000047703303,0.000059045033,0.0006130889,0.0001465415,0.000040321254,0.000036632646,0.00013211915],"genre_scores_gemma":[0.9988954,0.000023051232,0.0005452892,0.00016131382,0.00009464448,2.5768026e-7,0.0000026372009,0.0000051423153,0.00027223545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989933,0.00007140701,0.00022957698,0.00021560915,0.00019917754,0.0002909815],"domain_scores_gemma":[0.99944764,0.00007964329,0.00011033101,0.00021651042,0.000037163878,0.00010871761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020620837,0.00012798965,0.00017542,0.000023498787,0.00015714185,0.000023207156,0.00016357095,0.000033929457,0.00014071558],"category_scores_gemma":[0.000013399325,0.00009215546,0.000026025495,0.0001246753,0.000052009065,0.00019445311,0.000023300383,0.00007022916,0.0000088282695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019791065,0.000013015456,0.98104936,0.00000538584,0.000018716697,0.00028488867,0.00017274787,0.0015160273,0.00020562074,8.119633e-8,0.00065865595,0.016055722],"study_design_scores_gemma":[0.010234523,0.004103934,0.6686011,0.0027478707,0.0005062517,0.011593181,0.026496304,0.07102759,0.15362206,0.00032575894,0.04658335,0.0041580787],"about_ca_topic_score_codex":0.9220767,"about_ca_topic_score_gemma":0.23476236,"teacher_disagreement_score":0.6873144,"about_ca_system_score_codex":0.000026686057,"about_ca_system_score_gemma":0.00017582614,"threshold_uncertainty_score":0.77920127},"labels":[],"label_agreement":null},{"id":"W3030001950","doi":"","title":"Seismic Images Beneath the McArthur River Ore Bodies; Saskatchewan, Canada","year":2002,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Archaeology; Mining engineering; Seismology; Geography","score_opus":0.010595225855732335,"score_gpt":0.17604903891716028,"score_spread":0.16545381306142795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030001950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90210485,0.005158541,0.00032066696,0.019261427,0.0010958934,0.00030650373,0.00028815886,0.00036765408,0.07109628],"genre_scores_gemma":[0.9809653,0.00012955336,0.00029539337,0.009799997,0.000107182896,9.851714e-7,0.00002741949,0.0000040755235,0.008670079],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990647,0.000050251085,0.000128745,0.00020233728,0.00025410764,0.00029985336],"domain_scores_gemma":[0.99946773,0.00009326751,0.000048156657,0.00027538015,0.000032386903,0.00008308871],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011529938,0.00013222024,0.00011509433,0.000029396437,0.00029513516,0.000045605888,0.00030649957,0.000037581267,0.0029136622],"category_scores_gemma":[0.000017357544,0.00008498589,0.00004723045,0.00009884548,0.00014706835,0.00013330126,0.000015460257,0.00016475857,0.00026844002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003654462,0.000006455165,0.030304851,0.00000634307,0.000017851715,0.000034101253,0.0008936061,0.0015650732,0.000010923897,0.000003539896,0.8070129,0.16014066],"study_design_scores_gemma":[0.00019397665,0.00005910451,0.026142687,0.00002138139,0.000026156074,0.000054418048,0.0016858219,0.14455411,0.0030828724,0.00062066916,0.82323253,0.0003262668],"about_ca_topic_score_codex":0.92262053,"about_ca_topic_score_gemma":0.48982447,"teacher_disagreement_score":0.43279606,"about_ca_system_score_codex":0.000011007566,"about_ca_system_score_gemma":0.000075207696,"threshold_uncertainty_score":0.9979978},"labels":[],"label_agreement":null},{"id":"W3031165640","doi":"10.4095/321093","title":"Legacy seismic reflection data from the Great Lakes: recovery and applications","year":2020,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Reflection (computer programming); Geology; Earth science; Seismology; Computer science","score_opus":0.07987318051332477,"score_gpt":0.29060006785234144,"score_spread":0.21072688733901668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031165640","genre_codex":"other","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007787392,0.010690993,0.019248826,0.012834614,0.001782478,0.0012785941,0.004675491,0.001058766,0.9476515],"genre_scores_gemma":[0.24670433,0.18687859,0.015117136,0.092618816,0.025195029,0.00011609684,0.26209942,0.00017896037,0.17109165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985671,0.000077991055,0.00023622312,0.00059949467,0.00036838398,0.00015079047],"domain_scores_gemma":[0.99857527,0.00030474126,0.00014749945,0.00084210624,0.000052141666,0.000078256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004413303,0.00019365406,0.0002326733,0.000048143433,0.00025773942,0.00032842395,0.0006281464,0.00015865533,0.0017770658],"category_scores_gemma":[0.00010929492,0.00011959111,0.00004530943,0.00017196791,0.00009763407,0.00054190226,0.000079529906,0.0004004295,0.0003301384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069860107,0.0000013176599,0.003919733,0.000014167183,0.000027053466,0.0000013796065,0.000009863582,0.000003521464,0.0000010163549,7.0059747e-7,0.6943686,0.30164567],"study_design_scores_gemma":[0.000044866716,0.00004360147,0.0012730382,0.000035159424,0.00008348635,0.00003286279,0.00009258764,0.0074575865,0.000028113704,0.0005524812,0.9901963,0.00015994576],"about_ca_topic_score_codex":0.07661477,"about_ca_topic_score_gemma":0.0015025251,"teacher_disagreement_score":0.7765598,"about_ca_system_score_codex":0.0000108337745,"about_ca_system_score_gemma":0.0002690803,"threshold_uncertainty_score":0.99913543},"labels":[],"label_agreement":null},{"id":"W3031391957","doi":"10.1016/j.ijrmms.2020.104373","title":"Modeling of fluid injection-induced fault reactivation using coupled fluid flow and mechanical interface model","year":2020,"lang":"en","type":"article","venue":"International Journal of Rock Mechanics and Mining Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Japan Atomic Energy Agency; Office of Nuclear Energy; Ministry of Science and ICT, South Korea; Eidgenössisches Nuklearsicherheitsinspektorat; Institut de Radioprotection et de SÛreté Nucléaire; Korea Atomic Energy Research Institute; Canadian Nuclear Safety Commission; Korea Institute of Geoscience and Mineral Resources; U.S. Department of Energy","keywords":"Geology; Shear (geology); Fault (geology); Slip (aerodynamics); Fluid dynamics; Borehole; Mechanics; Geotechnical engineering; Engineering; Petrology","score_opus":0.05033196911995692,"score_gpt":0.27762735464306915,"score_spread":0.22729538552311224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031391957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65222955,0.0001375308,0.3467364,0.00057691056,0.00024435445,0.000027892645,0.000005215816,0.000008929404,0.000033215816],"genre_scores_gemma":[0.9755304,0.00014625257,0.023818558,0.0004208492,0.00007711963,9.7206524e-8,0.000001459886,0.0000026073528,0.0000026805515],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988462,0.0000294409,0.00037091755,0.00017334937,0.00047111313,0.00010901824],"domain_scores_gemma":[0.99928325,0.000067422785,0.00024126824,0.000035384837,0.00027917072,0.0000935135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005648853,0.00009414358,0.00017165385,0.0001695955,0.00012498995,0.00007937151,0.0002574206,0.000049887778,0.00002023438],"category_scores_gemma":[0.0002254813,0.00007684136,0.000041810395,0.00013724495,0.000016130509,0.00052563875,0.000040709914,0.00012156274,3.676095e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007308204,0.000007692287,0.00014735317,0.000005763905,0.000024085462,0.000002236427,0.00076376426,0.96530503,0.026888374,0.00018244832,0.00003714046,0.0065630157],"study_design_scores_gemma":[0.00021296575,0.0003526488,0.0000046883943,0.00009593668,0.0000152014745,0.00010278595,0.0012930809,0.99033487,0.0056192447,0.0018699258,0.000015981783,0.0000826856],"about_ca_topic_score_codex":0.00025789792,"about_ca_topic_score_gemma":0.000004246169,"teacher_disagreement_score":0.3233008,"about_ca_system_score_codex":0.000008700542,"about_ca_system_score_gemma":0.00010957511,"threshold_uncertainty_score":0.31334996},"labels":[],"label_agreement":null},{"id":"W3032924696","doi":"10.1190/geo2019-0525.1","title":"Clustering and constrained inversion of seismic refraction and gravity data for overburden stripping: Application to uranium exploration in the Athabasca Basin, Canada","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Overburden; Geology; Seismic refraction; Inversion (geology); Structural basin; Bouguer anomaly; Seismology; Gravity anomaly; Mineralogy; Geophysics; Geomorphology; Mining engineering; Paleontology","score_opus":0.03023850648656723,"score_gpt":0.23032872484934766,"score_spread":0.20009021836278043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032924696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8807462,0.000044772627,0.10492943,0.013035013,0.00007216046,0.00061572244,0.0004104028,0.000024836223,0.000121473175],"genre_scores_gemma":[0.9958124,0.000022137032,0.00097233115,0.002796339,0.000042064054,0.0000018379982,0.00034872844,0.0000014743749,0.0000026711405],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952674,0.00002867972,0.00010060303,0.00016753857,0.00010200467,0.00007441531],"domain_scores_gemma":[0.99967474,0.000078238765,0.00005642515,0.00013302061,0.000022061071,0.00003554031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015354776,0.00005461197,0.00008012496,0.00001738476,0.0000654309,0.000019535873,0.00011542988,0.00001627264,0.000001744425],"category_scores_gemma":[0.00003478322,0.000045944154,0.0000064707074,0.00011652306,0.000024097897,0.0002664706,0.000023361536,0.000054121596,5.277513e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042444485,0.000028384746,0.03730708,0.0004721606,0.000025277188,0.0000031264815,0.0053644525,0.0042939233,0.0037305614,0.00013102204,0.043269724,0.90494984],"study_design_scores_gemma":[0.0002345782,0.000085940395,0.017759277,0.000020392401,0.000012160533,0.0000015817935,0.0018012318,0.9618778,0.0007192953,0.00062732684,0.016767852,0.000092569244],"about_ca_topic_score_codex":0.46251994,"about_ca_topic_score_gemma":0.031474795,"teacher_disagreement_score":0.95758384,"about_ca_system_score_codex":0.0000048654597,"about_ca_system_score_gemma":0.000049839644,"threshold_uncertainty_score":0.98619825},"labels":[],"label_agreement":null},{"id":"W3033087794","doi":"10.1190/geo2019-0370.1","title":"Parameter crosstalk and leakage between spatially separated unknowns in viscoelastic full-waveform inversion","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscoelasticity; Attenuation; Amplitude; Crosstalk; Inversion (geology); Waveform; Acoustics; Computer science; Physics; Geology; Optics; Seismology; Telecommunications","score_opus":0.01992853265960265,"score_gpt":0.21641634522752903,"score_spread":0.19648781256792638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033087794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968069,0.00004281409,0.0008359973,0.0006436749,0.00007054603,0.00012017771,0.000042400276,0.000102221165,0.0013352719],"genre_scores_gemma":[0.99749273,0.000023542028,0.0005855094,0.0016013795,0.00009758997,5.215693e-7,0.00014007855,0.0000047295953,0.000053931595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991067,0.000038973554,0.00017458457,0.00026496776,0.00016133394,0.0002534128],"domain_scores_gemma":[0.99956846,0.000108433094,0.000058355126,0.00010557229,0.00002174052,0.0001374462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082491846,0.00014162464,0.00019235445,0.0000512244,0.00009129983,0.00006823885,0.00012927756,0.00006556696,0.00018924003],"category_scores_gemma":[0.000039525974,0.00012322751,0.000035956986,0.0002828426,0.00010843748,0.00028118174,0.00003118051,0.00020151674,0.0003718408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021039469,0.000038277918,0.6981318,0.00014518655,0.00005212882,0.00008374168,0.0031317903,0.0013025614,0.0013546412,0.000045258603,0.005558136,0.2899461],"study_design_scores_gemma":[0.0012264113,0.0010942539,0.5362515,0.000095170486,0.00006179123,0.000006067302,0.0002536265,0.43431497,0.005595062,0.0050526722,0.015278295,0.0007702016],"about_ca_topic_score_codex":0.0025948947,"about_ca_topic_score_gemma":0.000056922534,"teacher_disagreement_score":0.4330124,"about_ca_system_score_codex":0.000005506659,"about_ca_system_score_gemma":0.000035793117,"threshold_uncertainty_score":0.5025072},"labels":[],"label_agreement":null},{"id":"W3033573645","doi":"10.1190/geo2019-0580.1","title":"Vector-acoustic full-waveform inversion: Taking advantage of wavefield separation and dealiasing","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Chevron","keywords":"Geology; Inversion (geology); Weighting; Waveform; Acoustics; Synthetic data; Extrapolation; Algorithm; Computer science; Seismology; Mathematics; Mathematical analysis; Physics; Radar; Telecommunications","score_opus":0.02125866016301235,"score_gpt":0.23603392305405707,"score_spread":0.21477526289104473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033573645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887899,0.00011914866,0.00483312,0.0008366997,0.0001506151,0.00009384714,0.000018761393,0.00009403402,0.0050638397],"genre_scores_gemma":[0.99667525,0.000051230265,0.0013550139,0.0017630103,0.00009495278,1.7543849e-7,0.000036840822,0.000002507392,0.000021016369],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994564,0.000017443199,0.00012316206,0.00014312306,0.00013514863,0.00012474343],"domain_scores_gemma":[0.9996794,0.00004754809,0.00010239446,0.000076737815,0.000025868076,0.00006803582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057832847,0.00008077296,0.000119103395,0.000023951941,0.00008290255,0.000020626474,0.00007019889,0.000036313453,0.0001761184],"category_scores_gemma":[0.000027714861,0.000073011215,0.000029630466,0.00013147229,0.00005186982,0.00020610547,0.000014974009,0.00009218949,0.00003824459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037367435,0.00004562565,0.07331905,0.0007330379,0.00007808943,0.000057347672,0.008383835,0.002310452,0.05898203,0.00079827505,0.014665229,0.84025335],"study_design_scores_gemma":[0.000671576,0.0010201287,0.031002648,0.00015773173,0.00009011586,0.000023041583,0.0027917111,0.8975314,0.052826874,0.0029511016,0.010318748,0.0006149624],"about_ca_topic_score_codex":0.00063150143,"about_ca_topic_score_gemma":0.000008993783,"teacher_disagreement_score":0.89522094,"about_ca_system_score_codex":0.000002405563,"about_ca_system_score_gemma":0.000019354291,"threshold_uncertainty_score":0.2977311},"labels":[],"label_agreement":null},{"id":"W3034554356","doi":"10.3997/2214-4609.201902432","title":"Analysis of Influence of the Data-Selection Procedure on 3-D MT Inversion Using Gyeongju Data in Korea","year":2019,"lang":"en","type":"article","venue":"25th European Meeting of Environmental and Engineering Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Inversion (geology); Data quality; Computer science; Data processing; Data mining; Algorithm; Geology; Seismology; Engineering","score_opus":0.011436317417154,"score_gpt":0.18243869371806795,"score_spread":0.17100237630091394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034554356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99952364,0.000042931355,0.000011852838,0.000004571891,0.00002738903,0.000071498616,0.00012122771,0.000008485592,0.00018841738],"genre_scores_gemma":[0.9992922,0.000037741313,0.00051606906,0.00003057549,0.0000085160855,4.427211e-8,0.00010179856,0.0000040066634,0.000009083464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993306,0.000037227506,0.00018132577,0.00020095948,0.0001607648,0.000089142784],"domain_scores_gemma":[0.99944675,0.000028961027,0.00012718183,0.00037534066,0.0000033200809,0.000018449693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026290925,0.000080917634,0.00014670676,0.00009136526,0.000022645188,0.000004573332,0.0003537379,0.000016184193,0.000011970628],"category_scores_gemma":[0.00002292295,0.000063589956,0.000023467963,0.0002451938,0.000053608637,0.00016771899,0.00014376508,0.000090005065,0.0000025069926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011780379,0.000023214165,0.7161828,0.000080881495,0.000041336032,3.7820703e-7,0.00010925565,0.22645283,0.055035517,0.000003412243,0.000013023048,0.0020455355],"study_design_scores_gemma":[0.000051160343,0.000025479614,0.5321168,0.00008108252,0.000041469393,3.6794899e-7,0.000042276337,0.46607703,0.001473182,0.0000010583271,0.00004583281,0.000044283664],"about_ca_topic_score_codex":0.0007222977,"about_ca_topic_score_gemma":0.0000034981153,"teacher_disagreement_score":0.2396242,"about_ca_system_score_codex":0.0000043160476,"about_ca_system_score_gemma":0.000005579505,"threshold_uncertainty_score":0.25931233},"labels":[],"label_agreement":null},{"id":"W3034567650","doi":"10.1190/int-2019-0187.1","title":"Northeast British Columbia Liard Basin: A seismic stratigraphy study","year":2020,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of British Columbia; Geological Survey of Canada","funders":"","keywords":"Stratigraphy; Geology; Paleontology; Paleozoic; Structural basin; Devonian; Mesozoic; Sequence stratigraphy; Sedimentary depositional environment; Tectonics","score_opus":0.01039639997475803,"score_gpt":0.20339052242783198,"score_spread":0.19299412245307396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034567650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98410815,0.00007190611,0.004795647,0.00059528626,0.0001799349,0.00029328783,0.000059380513,0.00026533403,0.00963105],"genre_scores_gemma":[0.99346024,0.0000074375807,0.00038327245,0.005930741,0.00005574391,0.000002406039,0.00005585826,0.0000035885969,0.000100733894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915457,0.000086939195,0.00018980126,0.00024386321,0.0001892618,0.00013554719],"domain_scores_gemma":[0.99967134,0.000033608205,0.00006120548,0.00009231955,0.000044522505,0.00009700856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011003311,0.00007032119,0.00012144337,0.000027971397,0.000105445244,0.000373696,0.00015632312,0.000030975003,0.0014359344],"category_scores_gemma":[0.000041648105,0.00009857997,0.000058874426,0.00019993108,0.000041464933,0.00028108468,0.000006322335,0.0001224868,0.00015513146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023728064,0.000025457104,0.710203,0.000009555824,0.000018041354,0.000022282331,0.0016067352,0.00012172541,0.00000484672,4.0070944e-7,0.032565758,0.25539845],"study_design_scores_gemma":[0.00036710492,0.00091023126,0.58513916,0.0000557417,0.000030609448,0.000021585482,0.0027490864,0.39985257,0.00003691518,0.00052142044,0.010063738,0.0002518283],"about_ca_topic_score_codex":0.09825538,"about_ca_topic_score_gemma":0.014353208,"teacher_disagreement_score":0.39973083,"about_ca_system_score_codex":0.0000025345794,"about_ca_system_score_gemma":0.000025179104,"threshold_uncertainty_score":0.9994769},"labels":[],"label_agreement":null},{"id":"W3034694357","doi":"10.1063/5.0009102","title":"Injection of a heavy fluid into a light fluid in a closed-end pipe","year":2020,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Petroleum Technology Alliance Canada","keywords":"Froude number; Physics; Mechanics; Fluid dynamics; Flow visualization; Reynolds number; Plug flow; Pipe flow; Fluid mechanics; Open-channel flow; Dimensionless quantity; Newtonian fluid; Slumping; Flow (mathematics); Optics; Turbulence; Geology","score_opus":0.014893449510502773,"score_gpt":0.22217132993390437,"score_spread":0.2072778804234016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034694357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97948515,0.0010512824,0.007374186,0.0037047532,0.00029619926,0.00026894207,0.000049112103,0.00014606686,0.0076243086],"genre_scores_gemma":[0.996929,0.000072788695,0.0017808143,0.001060109,0.000104939376,0.0000010232375,0.000029564528,0.0000044750445,0.000017313429],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990627,0.00005219223,0.0002885832,0.00020398144,0.0002346391,0.0001578901],"domain_scores_gemma":[0.999595,0.000046775294,0.00007103851,0.0001592153,0.00005630683,0.0000716558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001531766,0.000115088056,0.00024771708,0.000075969285,0.000033648615,0.000010621025,0.00020162707,0.0000484495,0.00017564054],"category_scores_gemma":[0.000043006105,0.00010725049,0.00008154506,0.0004833871,0.00008543529,0.00024645068,0.000019996258,0.00011875975,0.00003597683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007083114,0.00027342376,0.10942892,0.0005817675,0.000071923365,0.000013704866,0.014962874,0.0011708854,0.4269986,0.0010286301,0.059290532,0.38547045],"study_design_scores_gemma":[0.00057364296,0.0010282809,0.004891075,0.00011487653,0.000020964408,0.0000038284943,0.00042153272,0.10216978,0.86881447,0.00949055,0.012195072,0.00027591942],"about_ca_topic_score_codex":0.0051455153,"about_ca_topic_score_gemma":0.000023299308,"teacher_disagreement_score":0.44181588,"about_ca_system_score_codex":0.000005603611,"about_ca_system_score_gemma":0.000057589546,"threshold_uncertainty_score":0.7778514},"labels":[],"label_agreement":null},{"id":"W3034748825","doi":"","title":"Crustal Seismic Structure of Central Alberta from Receiver Function Inversions","year":2013,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Receiver function; Seismology; Geophysics; Lithosphere; Tectonics","score_opus":0.00647009257794541,"score_gpt":0.17193003805149137,"score_spread":0.16545994547354598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034748825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920761,0.00008782532,0.0001960928,0.0006178809,0.00046565672,0.000105161445,0.00008879051,0.000050063434,0.0063124406],"genre_scores_gemma":[0.99615014,0.000024069142,0.00060239004,0.0020143345,0.00007037323,2.1780158e-7,0.00024198234,0.0000026184903,0.0008939001],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99935114,0.000034454875,0.00012659696,0.00016278484,0.00013580552,0.00018920227],"domain_scores_gemma":[0.99958587,0.00007441411,0.00006168345,0.00015708685,0.0000339974,0.0000869298],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000020346577,0.00008910005,0.00010491754,0.000054344524,0.000073105766,0.000021315516,0.00013597899,0.00007226901,0.01969796],"category_scores_gemma":[0.000023128066,0.00007165033,0.000047916998,0.000106676656,0.00007279403,0.0002968043,0.000010286417,0.00011503669,0.00037819688],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007419525,0.000029015448,0.34564814,0.00002087924,0.00008410576,0.0000031857865,0.0011588047,0.0024728137,0.0069655767,0.00005590704,0.467851,0.17563638],"study_design_scores_gemma":[0.00061768014,0.00023072062,0.60791665,0.000064885855,0.00006990728,0.000007807622,0.0011206864,0.22500423,0.025331868,0.012906848,0.1262904,0.00043834338],"about_ca_topic_score_codex":0.25941297,"about_ca_topic_score_gemma":0.00065354595,"teacher_disagreement_score":0.3415606,"about_ca_system_score_codex":0.000004329668,"about_ca_system_score_gemma":0.000025063111,"threshold_uncertainty_score":0.9811982},"labels":[],"label_agreement":null},{"id":"W3035053826","doi":"10.1190/geo2019-0753.1","title":"Estimating local slope in the time-frequency domain: Velocity-independent seismic imaging in the near surface","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Geological Survey of Canada","funders":"","keywords":"Geophone; Slowness; Normal moveout; Time shifting; Robustness (evolution); Geology; Data processing; Time domain; Reflection (computer programming); Algorithm; Midpoint; Passive seismic; Synthetic data; Deconvolution; Computer science; Seismology; Geometry; Mathematics; Offset (computer science)","score_opus":0.010328812402246913,"score_gpt":0.20519266121627702,"score_spread":0.1948638488140301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035053826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96442235,0.00018572329,0.006357424,0.02067852,0.0001266421,0.00030559255,0.000018547662,0.0000957619,0.0078094457],"genre_scores_gemma":[0.9731568,0.0000045905254,0.006954162,0.01973013,0.00010007016,0.0000014021305,0.00003793589,0.000004757486,0.000010159255],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857855,0.0002589725,0.00019521073,0.00025565882,0.00037857547,0.00033306016],"domain_scores_gemma":[0.9994416,0.00019784043,0.00006796073,0.00023153296,0.000018377357,0.000042694584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073101977,0.00014859617,0.0001464334,0.000017630819,0.00020917154,0.00015625,0.0006609455,0.00003463677,0.00010922153],"category_scores_gemma":[0.000032283475,0.00009487138,0.000051547293,0.00047818042,0.00014866256,0.0002516512,0.000025939391,0.0004488447,0.00047269167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007655623,0.00014051064,0.23469777,0.00012682713,0.00002244357,0.00071086606,0.06320166,0.12647706,0.00032518094,0.000566631,0.043455686,0.5301988],"study_design_scores_gemma":[0.00024300486,0.0000515162,0.026549855,0.00003324426,0.000006433191,0.000020815662,0.0030512884,0.95332944,0.00006413839,0.013945767,0.0025048843,0.00019961098],"about_ca_topic_score_codex":0.00680206,"about_ca_topic_score_gemma":0.000032882814,"teacher_disagreement_score":0.8268524,"about_ca_system_score_codex":0.000010330998,"about_ca_system_score_gemma":0.00007167825,"threshold_uncertainty_score":0.9998117},"labels":[],"label_agreement":null},{"id":"W3035142191","doi":"10.3997/2214-4609.2019x604043","title":"Timelapse DAS VSP Viscoelastic FWI for CO2 Monitoring","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glycemic Index Laboratories","funders":"","keywords":"Attenuation; Geology; Borehole; Viscoelasticity; Vertical seismic profile; Shear modulus; Saturation (graph theory); Offset (computer science); Inversion (geology); Bulk modulus; Igneous petrology; Shear (geology); Seismology; Acoustics; Geotechnical engineering; Engineering geology; Materials science; Petrology; Physics; Computer science; Volcanism; Optics","score_opus":0.01313871596349156,"score_gpt":0.24422283995296443,"score_spread":0.23108412398947287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035142191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8831132,0.00026830702,0.006936591,0.0006658573,0.0020496182,0.00044437835,0.000033292323,0.0004901017,0.10599865],"genre_scores_gemma":[0.98181105,0.000014494373,0.00655894,0.0005364518,0.000118607786,0.0000012049908,0.000025919879,0.0000032698629,0.010930039],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939775,0.000012089164,0.00010242673,0.00017176909,0.000113744216,0.00020223654],"domain_scores_gemma":[0.99959844,0.0001481631,0.000027647033,0.0001398239,0.000025233909,0.00006068507],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014710121,0.0000803363,0.00009698312,0.000054957964,0.00007007712,0.00004301334,0.00014155859,0.0000372934,0.0032039643],"category_scores_gemma":[0.000023845254,0.000062164385,0.000044698434,0.00006919613,0.000022296723,0.00017240705,0.0000067954757,0.000062424515,0.0017278817],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000896363,0.000024726844,0.71245176,0.00008015369,0.00003167061,0.000003693532,0.0002204666,0.00082652376,0.00092155335,0.0003343362,0.11843206,0.16658345],"study_design_scores_gemma":[0.0012133674,0.00090861553,0.058648985,0.00014316276,0.000041376967,0.00002444012,0.00086592336,0.35474265,0.07348839,0.0038776665,0.50523895,0.00080647337],"about_ca_topic_score_codex":0.0009642317,"about_ca_topic_score_gemma":0.000003170472,"teacher_disagreement_score":0.65380275,"about_ca_system_score_codex":0.000002907202,"about_ca_system_score_gemma":0.00001835386,"threshold_uncertainty_score":0.99904937},"labels":[],"label_agreement":null},{"id":"W3035553015","doi":"10.3997/2214-4609.2019x604042","title":"Velocity Estimation Below the Well Bottom by using FWI: Application to Walkaway Synthetic Seismic Data","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glycemic Index Laboratories","funders":"","keywords":"Inversion (geology); Geology; Borehole; Synthetic data; Robustness (evolution); Overpressure; Computer science; Vertical seismic profile; Seismic inversion; Algorithm; Seismology; Geotechnical engineering; Azimuth; Mathematics","score_opus":0.016574700333005826,"score_gpt":0.23852584806555235,"score_spread":0.22195114773254654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035553015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5624024,0.0001640357,0.41463727,0.0093429545,0.0003436449,0.00093187665,0.00016670545,0.00036841002,0.011642669],"genre_scores_gemma":[0.9803062,0.000011665536,0.012939308,0.005437201,0.000024922994,0.0000011259107,0.00037124488,0.000003974048,0.0009043424],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990758,0.000052373096,0.0001484462,0.0003271722,0.00020814672,0.00018806393],"domain_scores_gemma":[0.99905425,0.00009920065,0.000055882643,0.0007053236,0.000023355684,0.000061999526],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048058524,0.0001005401,0.00009545822,0.000044848704,0.00016678307,0.00007555852,0.00058296096,0.000045861212,0.0009173621],"category_scores_gemma":[0.000025474046,0.00006728309,0.000018955987,0.0001902873,0.000039520033,0.00030605023,0.00004602833,0.00011451019,0.0020748768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001729766,0.000019605159,0.013532768,0.000021657248,0.000012150124,3.6321902e-7,0.00014462628,0.015296505,0.00073138735,0.000043569304,0.18223825,0.7879418],"study_design_scores_gemma":[0.00004395103,0.000018942323,0.00085210486,0.0000106450325,0.000008693095,0.000005141821,0.00007034719,0.899493,0.0020289375,0.00024263805,0.09712306,0.000102541046],"about_ca_topic_score_codex":0.011957046,"about_ca_topic_score_gemma":0.000024209001,"teacher_disagreement_score":0.8841965,"about_ca_system_score_codex":0.000009344762,"about_ca_system_score_gemma":0.0000314721,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W3035711279","doi":"","title":"An up and Downscaling Scheme for Multi-Scale Poroelastic Simulation in Laterally Drained, Layered Formations","year":2015,"lang":"en","type":"article","venue":"13th ISRM International Congress of Rock Mechanics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Poromechanics; Scale (ratio); Downscaling; Geology; Scheme (mathematics); Environmental science; Geotechnical engineering; Porosity; Mathematics; Porous medium; Geography; Climate change; Cartography; Mathematical analysis","score_opus":0.05008219199043172,"score_gpt":0.3063244524176032,"score_spread":0.25624226042717146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035711279","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36401814,0.00008025991,0.6330429,0.00040578737,0.001503996,0.00037024618,0.00029410984,0.00009273107,0.00019183813],"genre_scores_gemma":[0.9802596,0.000010053052,0.018998502,0.00026458336,0.00003992546,0.0000033535457,0.00027970714,0.000004321433,0.00013998091],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919766,0.00002658287,0.00027614256,0.00016074706,0.00020669047,0.0001321713],"domain_scores_gemma":[0.99933755,0.00007946613,0.00013201305,0.000092630704,0.0002744746,0.00008388316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987516,0.00009415373,0.00012525944,0.00017531822,0.00005319905,0.00004754559,0.00019077676,0.00006259633,0.00005409432],"category_scores_gemma":[0.00016344499,0.00008922926,0.000028816856,0.000070361544,0.00000907823,0.00056759414,0.0000172197,0.000074312724,0.000005520056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005515433,0.00017201282,0.06731843,0.00011292457,0.00007677309,0.000004177323,0.0037724439,0.901738,0.0012984258,0.0029853042,0.002559158,0.01941079],"study_design_scores_gemma":[0.0009255712,0.000111047055,0.00062860263,0.00004263884,0.000005263127,0.000003854545,0.0003768157,0.9928814,0.0010308197,0.0022803405,0.0016096528,0.000103970524],"about_ca_topic_score_codex":0.0004674014,"about_ca_topic_score_gemma":0.00018879927,"teacher_disagreement_score":0.61624146,"about_ca_system_score_codex":0.0000133374615,"about_ca_system_score_gemma":0.000040366536,"threshold_uncertainty_score":0.36386636},"labels":[],"label_agreement":null},{"id":"W3035768232","doi":"10.1093/gji/ggab306","title":"Effective elasticity of a medium with many parallel fractures","year":2021,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Linear elasticity; Elasticity (physics); Slip (aerodynamics); Mathematical analysis; Mathematics; Geology; Computer science; Physics; Materials science; Composite material; Finite element method","score_opus":0.005425621172068559,"score_gpt":0.22918435402544554,"score_spread":0.223758732853377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035768232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649685,0.00012524624,0.020290354,0.0032867403,0.00068063656,0.00006021726,0.00003962767,0.00003183994,0.010516849],"genre_scores_gemma":[0.9948049,0.000032228738,0.003560502,0.0009983868,0.00035884156,4.533876e-7,0.000023650367,0.0000019651784,0.00021902985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991886,0.000053146083,0.0001363435,0.00011342383,0.00039168555,0.00011679763],"domain_scores_gemma":[0.99937075,0.00016761274,0.000105213796,0.000058854443,0.0002216662,0.00007591084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008996059,0.00007588806,0.00012291789,0.000040182014,0.00006050624,0.00004592681,0.00017005819,0.00002767633,0.0017407379],"category_scores_gemma":[0.00006885361,0.00005129448,0.00007160072,0.00007646355,0.000084243555,0.00017056648,0.000012765166,0.00025208737,0.000044489625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017586016,0.00076639553,0.50558835,0.000056742792,0.0013083997,0.0016452661,0.0010684954,0.010250925,0.004696541,0.0035405983,0.074354045,0.39496565],"study_design_scores_gemma":[0.00054385123,0.000262396,0.94659024,0.00008776215,0.000026738071,0.0004861518,0.00012350157,0.013220775,0.017037446,0.010646489,0.010835906,0.00013874842],"about_ca_topic_score_codex":0.00023309061,"about_ca_topic_score_gemma":0.000010213946,"teacher_disagreement_score":0.4410019,"about_ca_system_score_codex":0.000006280003,"about_ca_system_score_gemma":0.00006515995,"threshold_uncertainty_score":0.9991718},"labels":[],"label_agreement":null},{"id":"W3035812168","doi":"10.1190/int-2019-0294.1","title":"Seismic reservoir characterization of Bone Spring and Wolfcamp Formations in the Delaware Basin — A case study: Part 1","year":2020,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trusted Positioning (Canada)","funders":"","keywords":"Inversion (geology); Structural basin; Geology; Seismic inversion; Reservoir modeling; Hydrocarbon exploration; Seismology; Petroleum engineering; Paleontology","score_opus":0.02155549535408617,"score_gpt":0.23664324494161657,"score_spread":0.2150877495875304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035812168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99194866,0.000025659438,0.0059872507,0.0015379727,0.000036222737,0.00023137298,0.000016665632,0.000029662535,0.00018650047],"genre_scores_gemma":[0.99815655,0.0000116731935,0.00016536131,0.0016019352,0.00001473642,0.0000033764268,0.00004131119,0.0000015994282,0.0000034502125],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994049,0.00011770893,0.00020950982,0.00009842624,0.00010147921,0.00006794537],"domain_scores_gemma":[0.9997264,0.00006603705,0.00008248813,0.0000748434,0.00002745316,0.000022781374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027123897,0.00005318885,0.00008201021,0.00006451553,0.000058565358,0.00003713857,0.00006363821,0.00001957513,0.00003999451],"category_scores_gemma":[0.000059780734,0.00004064065,0.0000160878,0.00017234405,0.000024613943,0.0003658079,0.000008157569,0.00007960456,0.0000061615324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011662032,0.00005834053,0.76118004,0.00010484974,0.000016971147,0.00015553331,0.11248362,0.0012044247,0.00035409306,0.0000137429115,0.00042028163,0.12389145],"study_design_scores_gemma":[0.00019713922,0.00019185818,0.09707809,0.00005510264,0.0000123589225,0.00009824499,0.013460599,0.8875693,0.00028357393,0.00006442962,0.0009160352,0.000073289455],"about_ca_topic_score_codex":0.003927987,"about_ca_topic_score_gemma":0.000265406,"teacher_disagreement_score":0.8863649,"about_ca_system_score_codex":0.0000025482434,"about_ca_system_score_gemma":0.000010992289,"threshold_uncertainty_score":0.5937968},"labels":[],"label_agreement":null},{"id":"W3036087272","doi":"10.1190/int-2020-0035.1","title":"Azimuthal P-P prestack amplitudes in the presence of oil-filled aligned porosity (fracture porosity)","year":2020,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Gimbel Eye Centre","funders":"","keywords":"Azimuth; Amplitude; Porosity; Geology; Perpendicular; Bin; Mineralogy; Borehole; Fracture (geology); Geometry; Physics; Optics; Geotechnical engineering; Mathematics","score_opus":0.015810476910815795,"score_gpt":0.2342854785901665,"score_spread":0.2184750016793507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036087272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693517,0.00029898237,0.010886205,0.005899921,0.00014128227,0.000216197,0.00004751274,0.00010890036,0.0130493],"genre_scores_gemma":[0.9942341,0.00002286026,0.000506665,0.00511761,0.00002680415,0.0000015114231,0.00004835605,0.0000019831668,0.000040151444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991071,0.00015722986,0.00021099624,0.00017910729,0.00022215345,0.00012338205],"domain_scores_gemma":[0.99947006,0.00020584297,0.000109265326,0.00013587256,0.000040799718,0.000038162638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024474505,0.00008906135,0.0001258216,0.000049847687,0.00004197601,0.000044465163,0.00031708193,0.000049050872,0.0003265177],"category_scores_gemma":[0.00019112164,0.000061616876,0.000048733153,0.0002016632,0.0000741389,0.0002726667,0.00001139474,0.00010551109,0.000022650389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012941816,0.00017177722,0.5820659,0.00040841987,0.00006238364,0.00006237647,0.08077533,0.010146077,0.0060101734,0.00029338835,0.035675257,0.28303474],"study_design_scores_gemma":[0.0010137,0.0009097422,0.58139133,0.00033176146,0.000056258752,0.000026087713,0.00470998,0.33388492,0.056466937,0.0035467683,0.017055865,0.00060662196],"about_ca_topic_score_codex":0.0026168665,"about_ca_topic_score_gemma":0.0000707858,"teacher_disagreement_score":0.32373884,"about_ca_system_score_codex":0.0000032749672,"about_ca_system_score_gemma":0.000022866803,"threshold_uncertainty_score":0.39559367},"labels":[],"label_agreement":null},{"id":"W3036472550","doi":"","title":"Seismic structure of the Vancouver Island continental shelf using tomographic & waveform inversion of multichannel seismic refraction data","year":2010,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Inversion (geology); Continental shelf; Seismic refraction; Waveform; Refraction; Geophysics; Geodesy; Remote sensing; Oceanography; Tectonics; Optics; Telecommunications","score_opus":0.015324318725103793,"score_gpt":0.22507249044217603,"score_spread":0.20974817171707225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036472550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968128,0.000046176,0.000045284465,0.00013494585,0.0015595893,0.00017403616,0.00026004584,0.00004891908,0.0009181901],"genre_scores_gemma":[0.99774945,0.000015787506,0.0016579456,0.00030710545,0.00010611913,1.066484e-7,0.00011148168,0.000008147382,0.000043856307],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853903,0.000056012195,0.00043739736,0.00032281308,0.00038077944,0.0002639448],"domain_scores_gemma":[0.9985195,0.00014437169,0.0005497267,0.0006125154,0.00010139441,0.00007252093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044478453,0.00018091594,0.00022687147,0.00013767679,0.00019426775,0.000025395128,0.00061653706,0.00016478448,0.00003297364],"category_scores_gemma":[0.00021068942,0.00012764709,0.00008042813,0.00024246465,0.00021115039,0.00044845228,0.00008755706,0.000495973,0.0000037163009],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014834314,0.00009164425,0.83453095,0.0002472385,0.00009158306,0.000007927019,0.0009572688,0.04199168,0.084386334,0.0000015768177,0.01584089,0.021704555],"study_design_scores_gemma":[0.0005064149,0.000058716298,0.08471692,0.00026564486,0.00008227937,0.000035703823,0.000638467,0.8248794,0.08524495,0.0003336068,0.0029746715,0.0002632382],"about_ca_topic_score_codex":0.12080039,"about_ca_topic_score_gemma":0.02605063,"teacher_disagreement_score":0.7828877,"about_ca_system_score_codex":0.000006172456,"about_ca_system_score_gemma":0.00006477121,"threshold_uncertainty_score":0.9917214},"labels":[],"label_agreement":null},{"id":"W3036493650","doi":"10.1190/int-2020-0002.1","title":"Seismic reservoir characterization of the Bone Spring and Wolfcamp Formations in the Delaware Basin: Challenges and uncertainty in characterization using rock physics — A case study: Part 2","year":2020,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Trusted Positioning (Canada)","funders":"","keywords":"Lithology; Seismic inversion; Geology; Reservoir modeling; Porosity; Structural basin; Inversion (geology); Prestack; Characterization (materials science); Seismic to simulation; Petrology; Seismology; Petroleum engineering; Geotechnical engineering; Geomorphology; Geometry","score_opus":0.036483650376855345,"score_gpt":0.24171076448861803,"score_spread":0.2052271141117627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036493650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99431723,0.000075468495,0.00367294,0.0014794203,0.000043107062,0.00035490646,0.000018406787,0.000016000851,0.000022545179],"genre_scores_gemma":[0.9990394,0.00012389752,0.000040788687,0.00072693516,0.000022105667,0.000003946756,0.000039264123,0.0000026878715,9.635455e-7],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992259,0.00020712575,0.0002313509,0.0001367513,0.000114572555,0.00008428129],"domain_scores_gemma":[0.99966,0.00006263235,0.00013428382,0.000092134345,0.00003218404,0.000018759629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026312715,0.0000773916,0.00010815553,0.000052187246,0.000083118575,0.000039432336,0.000075632204,0.000029600029,0.000004498732],"category_scores_gemma":[0.000050172996,0.000054479417,0.000015396403,0.00019527905,0.000026797275,0.0004893616,0.000019363039,0.00010979746,5.6884465e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015033134,0.00009937833,0.5014823,0.00027429019,0.000021013173,0.000044034437,0.23612809,0.016238414,0.0027961861,0.00003469123,0.000007803195,0.24272344],"study_design_scores_gemma":[0.00015196293,0.000055259447,0.16972949,0.00009702972,0.000008741326,0.000032308177,0.0073979488,0.8222107,0.00013406402,0.000061590006,0.00006587781,0.0000549813],"about_ca_topic_score_codex":0.0018612127,"about_ca_topic_score_gemma":0.00040778954,"teacher_disagreement_score":0.80597234,"about_ca_system_score_codex":0.0000071647855,"about_ca_system_score_gemma":0.000016356256,"threshold_uncertainty_score":0.28136092},"labels":[],"label_agreement":null},{"id":"W3037425898","doi":"10.1111/1365-2478.12998","title":"Orthotropic anisotropy: on contributions of elasticity parameters to a difference in quasi‐P‐wave‐squared velocities resulted from propagation in two orthogonal symmetry planes","year":2020,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Orthotropic material; Anisotropy; Phase velocity; Elasticity (physics); Wave propagation; Mathematical analysis; Perpendicular; Sensitivity (control systems); Physics; Mathematics; Geometry; Optics; Finite element method; Thermodynamics","score_opus":0.021289468799849432,"score_gpt":0.24618263811225363,"score_spread":0.2248931693124042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037425898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960553,0.000015658406,0.0022663896,0.00080755365,0.00006777422,0.00031972234,0.00023369357,0.000087856104,0.00014604005],"genre_scores_gemma":[0.99765027,0.0000021191026,0.0015906399,0.0005404548,0.00007226772,0.000005535717,0.00012922398,0.00000396468,0.0000055386677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985798,0.00014678908,0.00035468506,0.000367625,0.00026953846,0.0002815472],"domain_scores_gemma":[0.9991847,0.00043492607,0.00011819826,0.00011011904,0.00005028392,0.00010172496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371566,0.00014927718,0.00031028932,0.000111172114,0.00008157513,0.000033631237,0.00012852387,0.000042184165,0.000032750977],"category_scores_gemma":[0.0006716029,0.00013235526,0.00004651481,0.00055028626,0.00007659445,0.000101266574,0.000020978672,0.0003246466,0.000029579753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079991185,0.00022559012,0.94671714,0.00006272602,0.000024413339,0.000052432413,0.0031129033,0.002969733,0.007710348,0.0024559638,0.00007177889,0.035797052],"study_design_scores_gemma":[0.00069821236,0.0005427768,0.8292477,0.00016528869,0.000007871357,8.0667957e-7,0.0005303028,0.1462201,0.016777305,0.005606229,0.00000867528,0.00019470492],"about_ca_topic_score_codex":0.01801637,"about_ca_topic_score_gemma":0.00048758875,"teacher_disagreement_score":0.14325038,"about_ca_system_score_codex":0.000026109563,"about_ca_system_score_gemma":0.00004717491,"threshold_uncertainty_score":0.98852277},"labels":[],"label_agreement":null},{"id":"W3038605622","doi":"","title":"Laboratory Measurements of Frequency-Dependent Seismic Properties of Cracked and Fluid-Saturated Media","year":2012,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Oscillation (cell signaling); Materials science; Flexural strength; Shear (geology); Pore water pressure; Shear modulus; Saturation (graph theory); Geology; Composite material; Geotechnical engineering; Mechanics; Chemistry","score_opus":0.052401484003200965,"score_gpt":0.2300473695540977,"score_spread":0.17764588555089675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038605622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956691,0.0016483132,0.000021414744,0.00019269646,0.0003379672,0.0001404809,0.00004953269,0.000055882552,0.001884578],"genre_scores_gemma":[0.99802214,0.0001173055,0.0013659266,0.0003042151,0.00008048924,0.0000015717887,0.00003293217,0.0000055361456,0.00006989328],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984538,0.00011242404,0.00043143035,0.0002058801,0.00045434726,0.0003421356],"domain_scores_gemma":[0.99901456,0.00003909909,0.00025755214,0.00020285991,0.00031315038,0.00017278238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006353762,0.00018676007,0.0002814924,0.00011677829,0.00006669557,0.00003319604,0.00021960594,0.000110253146,0.00018829666],"category_scores_gemma":[0.00012745471,0.00014521669,0.000036012418,0.00014392611,0.00017283655,0.000575926,0.000018804074,0.00014843624,0.000029870023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049568232,0.00007582667,0.1712292,0.00010487751,0.000053514686,0.0000029198764,0.0010964116,0.00019827987,0.8128842,0.00003317404,0.0013139658,0.012958039],"study_design_scores_gemma":[0.0002150879,0.000061140105,0.21959014,0.00009395,0.000022920427,0.000005194847,0.00021393296,0.0010886046,0.77826226,0.000104583574,0.00015697554,0.00018519968],"about_ca_topic_score_codex":0.004738134,"about_ca_topic_score_gemma":0.00007951398,"teacher_disagreement_score":0.04836096,"about_ca_system_score_codex":0.000007942398,"about_ca_system_score_gemma":0.00018014037,"threshold_uncertainty_score":0.7162672},"labels":[],"label_agreement":null},{"id":"W3040778065","doi":"","title":"Variations and anisotropy of the elastic thickness of the lithosphere determined by the wavelet method: Examples from the Canadian Shield.","year":2005,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lithosphere; Geology; Shield; Anisotropy; Wavelet; Geophysics; Geodesy; Geometry; Seismology; Tectonics; Optics; Mathematics; Petrology; Physics; Computer science; Artificial intelligence","score_opus":0.01285028882192852,"score_gpt":0.2145217565913657,"score_spread":0.20167146776943717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040778065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9207097,0.0024141239,0.005764328,0.061789285,0.0005975051,0.00068125356,0.0010459148,0.000052384916,0.0069454904],"genre_scores_gemma":[0.9923534,0.00003549285,0.003674054,0.0035628404,0.000048366917,0.0000012579441,0.000009781074,0.0000025127513,0.0003123165],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99919164,0.00024779004,0.0001458672,0.000113780516,0.00016287477,0.00013806969],"domain_scores_gemma":[0.9986492,0.00083659135,0.000100723475,0.00034393935,0.00003124504,0.000038316786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036773892,0.00007847116,0.00009328224,0.0000095214455,0.00042632883,0.00003659537,0.0004985337,0.00005136516,0.00040237134],"category_scores_gemma":[0.00015640717,0.00003092602,0.00004631728,0.00014898539,0.00022772349,0.00006400215,0.00002506586,0.00015062928,0.0000040677987],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003988274,0.000038317048,0.30253142,0.000027546852,0.00016350714,0.0000013846222,0.013965164,0.0012561368,0.0014160589,0.004408261,0.107102126,0.5690502],"study_design_scores_gemma":[0.00035734105,0.000067255954,0.6238871,0.000095297975,0.00016259358,0.000023700592,0.0018350126,0.14352858,0.01212306,0.008357205,0.2093147,0.00024809956],"about_ca_topic_score_codex":0.68963236,"about_ca_topic_score_gemma":0.29731083,"teacher_disagreement_score":0.5688021,"about_ca_system_score_codex":0.0000053924828,"about_ca_system_score_gemma":0.00011617232,"threshold_uncertainty_score":0.7155114},"labels":[],"label_agreement":null},{"id":"W3042131735","doi":"","title":"Three-Dimensional Structure in Southern Ontario via Receiver Function Imaging","year":2005,"lang":"en","type":"article","venue":"AGUFM","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receiver function; Function (biology); Computer science; Remote sensing; Telecommunications; Geology; Seismology","score_opus":0.0073651616289121275,"score_gpt":0.18000984740628914,"score_spread":0.17264468577737702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042131735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99498,0.0002750335,0.00048026742,0.000924973,0.0002765091,0.000073604286,0.000014542036,0.000097893906,0.0028772196],"genre_scores_gemma":[0.99366385,0.0000012353038,0.0021370722,0.003132371,0.00010435465,2.4760698e-7,0.00006425665,0.0000029427265,0.0008936754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993379,0.000017049384,0.00011871247,0.00018875001,0.0001532272,0.00018432955],"domain_scores_gemma":[0.9997663,0.000021360913,0.000035874928,0.00011380937,0.000018248438,0.000044419136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010778353,0.0000922239,0.00008195152,0.00008492025,0.0000755323,0.000022391223,0.00009205574,0.000041146304,0.008138271],"category_scores_gemma":[0.0000046678506,0.00007658577,0.000029794888,0.00009115687,0.00003701359,0.00021290018,0.0000072909324,0.00019024868,0.00048110785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039660652,0.000007824822,0.57143885,0.0000018778325,0.0000048618713,0.0000075884004,0.0005732537,0.0031097347,0.00015445819,0.000004438535,0.00858375,0.41607374],"study_design_scores_gemma":[0.00057829794,0.00006444506,0.50813013,0.000043667183,0.000016746899,0.000052775256,0.00019710913,0.33723134,0.00073570793,0.0074478844,0.14510383,0.0003980645],"about_ca_topic_score_codex":0.3862507,"about_ca_topic_score_gemma":0.38457158,"teacher_disagreement_score":0.41567567,"about_ca_system_score_codex":0.00002072902,"about_ca_system_score_gemma":0.000038329887,"threshold_uncertainty_score":0.9927684},"labels":[],"label_agreement":null},{"id":"W3042802961","doi":"10.5194/egusphere-egu2020-12238","title":"Rock physics modelling of siliciclastic shallow-marine clinoforms on the New Jersey continental shelf using 3D seismic data and well logs","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Siliciclastic; Geology; Petrophysics; Continental margin; Paleontology; Borehole; Sedimentary rock; Continental shelf; Sedimentary depositional environment; Tectonics; Passive margin; Sediment; Geomorphology; Petrology; Oceanography; Rift; Geotechnical engineering","score_opus":0.06721055497044492,"score_gpt":0.23612745885645586,"score_spread":0.16891690388601094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042802961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7022126,0.00011558251,0.28663027,0.0034731387,0.00012735055,0.00023738414,0.000078366735,0.00013486871,0.0069904886],"genre_scores_gemma":[0.98901135,0.00008029121,0.004279401,0.006237023,0.00011788032,7.177876e-8,0.00011926695,0.0000048834468,0.00014981651],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910575,0.00002561446,0.00020993725,0.00028590782,0.00018697466,0.00018580622],"domain_scores_gemma":[0.9993677,0.00015507726,0.000084202,0.00026362765,0.000018431734,0.0001109605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014201929,0.0001345965,0.00017527377,0.000023464776,0.000101531565,0.0000399865,0.0003650651,0.00003839385,0.00065191294],"category_scores_gemma":[0.000027887849,0.000083606785,0.000032705564,0.00012476345,0.00006086056,0.00024115766,0.000104378305,0.00016172716,0.000060403036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000311597,0.00006786577,0.1076324,0.0001265584,0.000102282014,0.00001254809,0.0012329087,0.7398485,0.00048334908,0.00025703895,0.039301496,0.11062345],"study_design_scores_gemma":[0.00018322005,0.00009927374,0.00015615027,0.000023504752,0.000024123929,0.0000033725237,0.00025214767,0.993871,0.0013703074,0.00047448656,0.0034291549,0.00011328119],"about_ca_topic_score_codex":0.005969177,"about_ca_topic_score_gemma":0.0000186843,"teacher_disagreement_score":0.2867988,"about_ca_system_score_codex":0.000002229878,"about_ca_system_score_gemma":0.000039091057,"threshold_uncertainty_score":0.90236497},"labels":[],"label_agreement":null},{"id":"W3043055260","doi":"","title":"Porosity Estimation of Lodgepole Formation, Manitoba, Canana Using Log Data Anaysis and Impedance Inversion of Seismic Data","year":2012,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Inversion (geology); Seismology","score_opus":0.05688761314699973,"score_gpt":0.26282143521507795,"score_spread":0.20593382206807823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043055260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709296,0.0006352939,0.00097207516,0.000097884425,0.00012542574,0.0000918699,0.0002861723,0.000035099543,0.0006631914],"genre_scores_gemma":[0.98470086,0.00009863556,0.01407179,0.00016886592,0.000037438498,7.5398404e-8,0.000914295,0.0000034756554,0.000004537378],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890494,0.00005508732,0.00036767413,0.00021293055,0.00023545571,0.00022389331],"domain_scores_gemma":[0.9986859,0.00012740692,0.00042022578,0.0006204993,0.00005397383,0.000092022965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010609935,0.00010714917,0.00017380161,0.00010107734,0.0001269663,0.000021252481,0.00045946677,0.000050635757,0.0000045337356],"category_scores_gemma":[0.0002716512,0.00010114772,0.00001466812,0.00014012345,0.00009752264,0.0016743235,0.0001305879,0.0000951869,0.0000058469313],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021352234,0.00003904901,0.8437542,0.00029849084,0.000024956611,0.0000022399374,0.0005489307,0.014693427,0.00084886194,0.000002943379,0.0079024555,0.13186309],"study_design_scores_gemma":[0.00011016026,0.000018098825,0.102865756,0.0001621336,0.000051199375,0.000016636584,0.00045852663,0.8879944,0.0077375327,0.00006464287,0.00040768174,0.00011321062],"about_ca_topic_score_codex":0.3814131,"about_ca_topic_score_gemma":0.0073628346,"teacher_disagreement_score":0.87330097,"about_ca_system_score_codex":0.000009716877,"about_ca_system_score_gemma":0.000047215704,"threshold_uncertainty_score":0.6227061},"labels":[],"label_agreement":null},{"id":"W3043157683","doi":"10.1111/1365-2478.13003","title":"Macroscopic non‐Biot's material properties of sandstone with pore‐coupled wave‐induced fluid flows","year":2020,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biot number; Poromechanics; Fluid dynamics; Attenuation; Geology; Mesoscopic physics; Porosity; Mechanics; Porous medium; Pore water pressure; Mineralogy; Geotechnical engineering; Physics; Optics","score_opus":0.01913538733282135,"score_gpt":0.19625727153390585,"score_spread":0.1771218842010845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043157683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997615,0.000028561166,0.000116631796,0.000563992,0.00015227552,0.0002679459,0.000013070383,0.00018857891,0.0010539771],"genre_scores_gemma":[0.997495,0.0000029490222,0.0015153238,0.0005462343,0.0003541454,0.0000023978398,0.000025339714,0.0000090198055,0.000049580623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988272,0.00002532558,0.00024024693,0.000331553,0.00027082168,0.00030485645],"domain_scores_gemma":[0.99954516,0.000017687378,0.000111335816,0.00015413217,0.00005779549,0.000113885326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095014606,0.00017568826,0.0003073493,0.000030940606,0.00016171587,0.00006308789,0.00016103256,0.00005110761,0.0002968331],"category_scores_gemma":[0.000031015592,0.00012198272,0.0000568073,0.0002298273,0.00009937627,0.00020009572,0.000029152987,0.00018037588,0.00005602757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057108497,0.00006117846,0.011255091,0.0002679941,0.000051192786,0.000037627804,0.002337897,0.000100186575,0.970646,0.000023890876,0.00042432552,0.014223507],"study_design_scores_gemma":[0.0005484113,0.00089417526,0.009566418,0.00013565135,0.000027512202,0.000011485348,0.00045687557,0.14516021,0.84265685,0.00012397909,0.00012611473,0.00029232164],"about_ca_topic_score_codex":0.0037770274,"about_ca_topic_score_gemma":0.000013645513,"teacher_disagreement_score":0.14506002,"about_ca_system_score_codex":0.0000052248492,"about_ca_system_score_gemma":0.000047153208,"threshold_uncertainty_score":0.5709761},"labels":[],"label_agreement":null},{"id":"W3043327154","doi":"10.5194/egusphere-egu2020-10911","title":"SIT4ME project: Up-scaling seismic methods for mineral exploration in the Zinkgruvan mining area, Sweden","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lundin Mining (Canada)","funders":"","keywords":"Seismic vibrator; Geology; Mineral exploration; Seismology; Computer science; Mining engineering; Geophysics","score_opus":0.12870692674575118,"score_gpt":0.34075562406186966,"score_spread":0.21204869731611847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043327154","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15018362,0.0002596625,0.7969157,0.03317903,0.00048427074,0.0013443874,0.00003712982,0.00043613566,0.017160056],"genre_scores_gemma":[0.7562032,0.0000199765,0.22064,0.022324584,0.00017820555,0.000015403408,0.00017959248,0.000005316955,0.000433736],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990894,0.00015724795,0.00020366261,0.00023119296,0.00010498365,0.00021350596],"domain_scores_gemma":[0.99947566,0.00030012013,0.000052025734,0.000105750805,0.00002556722,0.0000408745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007765583,0.00010917661,0.00013308997,0.00007492746,0.00011604185,0.00009199512,0.00023728235,0.000047682704,0.00013966787],"category_scores_gemma":[0.00014185399,0.000070663365,0.000055255485,0.00027523158,0.000029875258,0.00034985432,0.000008974073,0.00010699896,0.000009746612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013730906,0.000018914603,0.013568952,0.000058251702,0.000017620703,0.0000052597206,0.030487351,0.0022320887,0.0009077019,0.000080353435,0.18555008,0.7669361],"study_design_scores_gemma":[0.00020377022,0.000114434646,0.000404301,0.000012038937,0.000008302439,0.0000040855307,0.008517105,0.9177934,0.0016754306,0.00051828247,0.070622936,0.00012594927],"about_ca_topic_score_codex":0.0020212121,"about_ca_topic_score_gemma":0.000058774367,"teacher_disagreement_score":0.91556126,"about_ca_system_score_codex":0.0000033758113,"about_ca_system_score_gemma":0.000035933215,"threshold_uncertainty_score":0.30554816},"labels":[],"label_agreement":null},{"id":"W3044334000","doi":"10.1111/1365-2478.13015","title":"Inversion‐based deblending using migration operators","year":2020,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Algorithm; Radon transform; Noise reduction; Computer science; Signal processing; Geology; Artificial intelligence; Telecommunications; Seismology","score_opus":0.028979850147899635,"score_gpt":0.23004622005682346,"score_spread":0.20106636990892382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044334000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99136096,0.000029786503,0.0045903614,0.0019185873,0.00014237835,0.00012549674,0.000005864265,0.000308246,0.0015183399],"genre_scores_gemma":[0.9882039,0.0000012466461,0.007028124,0.004457788,0.00027102797,3.950536e-7,0.00001870405,0.0000047126373,0.000014101871],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991348,0.00003678309,0.00014167733,0.00026728888,0.00019510211,0.0002243769],"domain_scores_gemma":[0.9996442,0.000051976433,0.00005964354,0.000083664156,0.000031674477,0.00012881155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091301656,0.00011115935,0.00012647315,0.0000406985,0.0003041266,0.00007871074,0.00012596732,0.00003657046,0.0003094554],"category_scores_gemma":[0.00009271638,0.00009837341,0.0000615079,0.00034667863,0.00004293637,0.00028322567,0.000013776892,0.00018147737,0.00017642189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102169215,0.000054079148,0.8536817,0.00012040225,0.000030687745,0.00004111542,0.001831274,0.0148664145,0.025527453,0.00028988693,0.008366392,0.09508842],"study_design_scores_gemma":[0.0001441558,0.000080210215,0.0038494763,0.000023429431,0.000009235852,0.0000012253179,0.00022638065,0.9663869,0.027318072,0.0002618641,0.0015424467,0.00015658369],"about_ca_topic_score_codex":0.0026657465,"about_ca_topic_score_gemma":0.000008827032,"teacher_disagreement_score":0.9515205,"about_ca_system_score_codex":0.000010326319,"about_ca_system_score_gemma":0.00003718685,"threshold_uncertainty_score":0.40298292},"labels":[],"label_agreement":null},{"id":"W3044725049","doi":"","title":"Receiver Function Analysis of Crustal and Upper Mantle Layering Across the Western Superior Province","year":2011,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Layering; Receiver function; Geology; Mantle (geology); Seismology; Geochemistry; Lithosphere; Tectonics","score_opus":0.018709425677705598,"score_gpt":0.18802060814555244,"score_spread":0.16931118246784685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044725049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972085,0.00007256456,0.0006581305,0.00021233574,0.00004616175,0.00006376179,0.00003415961,0.00002779001,0.0016766402],"genre_scores_gemma":[0.99888766,0.00006659416,0.00055783865,0.000076524026,0.0000060504403,1.7541634e-8,0.0000075777307,0.0000013815115,0.0003963435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995506,0.000034898,0.000051379746,0.00013229289,0.00011492649,0.00011591451],"domain_scores_gemma":[0.99969727,0.00002598778,0.00007062393,0.00013934611,0.000035399018,0.000031371157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015478325,0.000060971925,0.00012947837,0.000090293375,0.00016414831,0.000009920022,0.00015568298,0.000036806214,0.00012680874],"category_scores_gemma":[0.0000043430164,0.00005288881,0.000061655795,0.00020545514,0.00021214278,0.00024323072,0.00003595576,0.00006555464,0.000015437678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006681335,0.000008020951,0.98995656,0.000012894787,0.00008978426,0.000003979481,0.0009558746,0.000027592261,0.000077035605,0.000007817845,0.0005647685,0.008228851],"study_design_scores_gemma":[0.00009924315,0.00007941067,0.9768357,0.000010362623,0.00016005767,0.0000019170373,0.013358384,0.004714954,0.00045048777,0.000013384912,0.004210336,0.00006576255],"about_ca_topic_score_codex":0.04286179,"about_ca_topic_score_gemma":0.07903046,"teacher_disagreement_score":0.036168676,"about_ca_system_score_codex":0.000004004095,"about_ca_system_score_gemma":0.000011794447,"threshold_uncertainty_score":0.9635119},"labels":[],"label_agreement":null},{"id":"W3045289778","doi":"10.1093/gji/ggaa330","title":"Time-domain elastic Gauss–Newton full-waveform inversion: a matrix-free approach","year":2020,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Hessian matrix; Conjugate gradient method; Mathematics; Newton's method; Inversion (geology); Gauss; Least-squares function approximation; Mathematical analysis; Matrix (chemical analysis); Algorithm; Applied mathematics; Physics; Nonlinear system; Estimator; Geology","score_opus":0.012883046415068681,"score_gpt":0.21408021192980026,"score_spread":0.20119716551473157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045289778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7459877,0.00022995485,0.03762911,0.10248523,0.0025940386,0.00039072393,0.00025540232,0.0005842342,0.10984361],"genre_scores_gemma":[0.9662037,0.00006083267,0.014876197,0.011904181,0.00378246,0.000001446812,0.00026713536,0.000015858335,0.0028882246],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841297,0.00006309308,0.00028973413,0.00025436556,0.0006974661,0.00028237194],"domain_scores_gemma":[0.99919546,0.00007868721,0.00014944024,0.0001343788,0.00010330458,0.00033876114],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018018587,0.00017080606,0.00019160085,0.00010278478,0.00018701363,0.00016605454,0.0007929931,0.00006512221,0.004738885],"category_scores_gemma":[0.00010487297,0.0001346972,0.00017439568,0.00018732173,0.00012745456,0.00046105875,0.00007486816,0.0005003073,0.0025702629],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077473506,0.00018874624,0.0033256288,0.00003356253,0.0002520656,0.0002551204,0.0010552037,0.002431706,0.0023161904,0.0012468937,0.9434764,0.04464374],"study_design_scores_gemma":[0.0014711206,0.000661623,0.0039428906,0.000057318088,0.000040585695,0.00064757955,0.00053910544,0.7532423,0.0005748421,0.01809468,0.22022589,0.00050204975],"about_ca_topic_score_codex":0.000104099825,"about_ca_topic_score_gemma":7.077267e-7,"teacher_disagreement_score":0.7508106,"about_ca_system_score_codex":0.000022985698,"about_ca_system_score_gemma":0.000059389033,"threshold_uncertainty_score":0.9982064},"labels":[],"label_agreement":null},{"id":"W3046458482","doi":"10.1007/s00521-020-05246-2","title":"Pore type identification in carbonate rocks using convolutional neural network based on acoustic logging data","year":2020,"lang":"en","type":"article","venue":"Neural Computing and Applications","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Convolutional neural network; Well logging; Computer science; Noise (video); Identification (biology); Artificial neural network; Geology; Acoustics; Carbonate; Pattern recognition (psychology); Biological system; Artificial intelligence; Materials science; Geophysics","score_opus":0.055486874151206636,"score_gpt":0.274869791808472,"score_spread":0.21938291765726536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046458482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85454226,0.000859122,0.13389933,0.007334395,0.00042027538,0.00085004757,0.00017844998,0.00061704696,0.0012990712],"genre_scores_gemma":[0.99491423,0.0000052281125,0.0011084867,0.0032216576,0.00022136116,6.787024e-7,0.0005199034,0.0000037242212,0.0000047146264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991349,0.00004997094,0.00018411246,0.0003357984,0.00012109819,0.00017414454],"domain_scores_gemma":[0.99949944,0.00013142699,0.00007827465,0.00019359395,0.000025818417,0.00007145097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016654382,0.00009055422,0.00009668902,0.000044980156,0.00024818568,0.000057362027,0.00022408251,0.000033477074,0.000017566414],"category_scores_gemma":[0.000029419993,0.000088305096,0.000013498627,0.00030016506,0.000051662562,0.000087396795,0.000034922574,0.00018504607,0.0000073640886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013087419,0.0000068942086,0.047153417,0.000015058787,0.0000018159199,0.0000020528455,0.000024958506,0.9289657,0.00011244278,0.0000167577,0.0010974574,0.022590382],"study_design_scores_gemma":[0.000097873555,0.000022537783,0.018850757,0.000015220921,0.00000825026,0.0000051915854,0.000027870921,0.979385,0.000015674246,0.000111371985,0.0013688,0.00009140967],"about_ca_topic_score_codex":0.0004884849,"about_ca_topic_score_gemma":0.000009408599,"teacher_disagreement_score":0.14037198,"about_ca_system_score_codex":0.000005118916,"about_ca_system_score_gemma":0.000027599124,"threshold_uncertainty_score":0.36009774},"labels":[],"label_agreement":null},{"id":"W3046697954","doi":"","title":"An investigation into the seismicity clustered near the Brazeau River, Alberta, Canada","year":2013,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Induced seismicity; Seismology","score_opus":0.010107873048993181,"score_gpt":0.19881363728493612,"score_spread":0.18870576423594293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046697954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98042613,0.00008317734,0.000006126309,0.01396359,0.00030407502,0.00023841487,0.0000042487372,0.00008005544,0.0048941504],"genre_scores_gemma":[0.9771127,0.000010765831,0.0009381342,0.021395495,0.00010992803,0.0000031129666,0.0000577645,0.0000056777326,0.00036640576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863714,0.00018916807,0.00026602682,0.00025486227,0.0003309176,0.00032186933],"domain_scores_gemma":[0.9986686,0.00055445277,0.00016934206,0.0003723594,0.00007805908,0.00015715828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005684261,0.00015824371,0.00011253508,0.000022338781,0.0009520642,0.0003345953,0.0005535559,0.0000639411,0.000057464393],"category_scores_gemma":[0.00019790205,0.00009114671,0.000034409244,0.0001371008,0.00033981664,0.00039003103,0.000019109397,0.00029459212,0.00018595193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000124895805,0.000015959624,0.67099804,0.000024245712,0.00003234464,0.000008211561,0.012771888,0.025380729,0.000116583935,0.000011702953,0.19726123,0.09336655],"study_design_scores_gemma":[0.00013277485,0.000056004283,0.75862277,0.000049232898,0.000018366045,0.000013923229,0.0016563848,0.189347,0.0013655792,0.0016941553,0.046777956,0.00026587115],"about_ca_topic_score_codex":0.9996715,"about_ca_topic_score_gemma":0.9712219,"teacher_disagreement_score":0.16396627,"about_ca_system_score_codex":0.000018793758,"about_ca_system_score_gemma":0.0003068406,"threshold_uncertainty_score":0.7322604},"labels":[],"label_agreement":null},{"id":"W3047249456","doi":"10.1190/tle39080574.1","title":"The value of high-density blended OBN seismic for drilling and reservoir description at the Tangguh gas fields, Eastern Indonesia","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Drilling; Geology; Overburden; Karst; Seismology; Fault (geology); Geophysical imaging; Geophone; Petroleum engineering; Mining engineering; Engineering","score_opus":0.03222270150064627,"score_gpt":0.2257130415250572,"score_spread":0.19349034002441093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047249456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649182,0.00060260954,0.003956937,0.029628105,0.00025682442,0.00023807424,0.000012162666,0.000056338897,0.0003307465],"genre_scores_gemma":[0.99571776,0.00015489206,0.00016784771,0.0031057368,0.00014984775,0.0000018241899,0.0000117074,0.0000041640624,0.0006862122],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992548,0.000121650955,0.00014636561,0.00015477541,0.00013673368,0.00018564846],"domain_scores_gemma":[0.999157,0.00047875068,0.00009203535,0.0001978409,0.00003322702,0.00004116311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058730925,0.00009026705,0.00012018067,0.00001646199,0.0005735679,0.00006322186,0.00028858555,0.000045628232,0.0000137348125],"category_scores_gemma":[0.000083537954,0.0000446542,0.000047561396,0.000095783,0.00018530521,0.00009076918,0.000041254094,0.0001549788,0.000027576716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014662003,0.000025733478,0.20659843,0.00033743528,0.00020602295,0.000009945232,0.020058293,0.0076724705,0.00473454,0.0020255523,0.44893214,0.30793324],"study_design_scores_gemma":[0.0007365286,0.00038651103,0.02926024,0.00013513787,0.000121672616,0.00003781845,0.0020359426,0.8227809,0.04536818,0.017466597,0.081320465,0.0003499768],"about_ca_topic_score_codex":0.0017101727,"about_ca_topic_score_gemma":0.00013302061,"teacher_disagreement_score":0.8151085,"about_ca_system_score_codex":0.0000056039567,"about_ca_system_score_gemma":0.000018533767,"threshold_uncertainty_score":0.44114783},"labels":[],"label_agreement":null},{"id":"W3047568140","doi":"10.1190/tle39080593.1","title":"Adopting multispectral dip components for coherence and curvature attribute computations","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Curvature; Classification of discontinuities; Coherence (philosophical gambling strategy); Computation; Covariance matrix; Covariance; Optics; Multispectral image; Mathematics; Algorithm; Geology; Geometry; Physics; Mathematical analysis; Remote sensing; Statistics","score_opus":0.06270570447002224,"score_gpt":0.2588666133706176,"score_spread":0.19616090890059537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047568140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88538194,0.002232322,0.06308493,0.046032105,0.00059606903,0.00077065016,0.00027525538,0.0006303635,0.0009963505],"genre_scores_gemma":[0.98621124,0.000016113489,0.009671718,0.0038433727,0.0001222436,0.0000011260686,0.00006292379,0.000002767151,0.000068510235],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995231,0.000030391171,0.000085613756,0.00013531593,0.00006909728,0.00015650463],"domain_scores_gemma":[0.9996178,0.00021186745,0.000030401548,0.00005858461,0.000020150215,0.000061210405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001303058,0.00007106313,0.000092420785,0.00001550676,0.00027125943,0.00005592577,0.000143648,0.000026372321,0.000024392846],"category_scores_gemma":[0.000049034028,0.000050201008,0.000026189999,0.000091291535,0.00009533159,0.00008840472,0.000011245264,0.00013133112,0.00004898645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013177485,0.000027848107,0.40769607,0.00021835434,0.00009371463,0.000010887293,0.010719017,0.0056850254,0.0014422591,0.0007926817,0.30934435,0.26383802],"study_design_scores_gemma":[0.00044751103,0.00013933919,0.097215176,0.000068567,0.00003289023,0.000013804853,0.00029213846,0.7657864,0.0010470633,0.00059969485,0.13412584,0.00023154126],"about_ca_topic_score_codex":0.00014482775,"about_ca_topic_score_gemma":0.0000049240116,"teacher_disagreement_score":0.76010144,"about_ca_system_score_codex":0.0000021356484,"about_ca_system_score_gemma":0.000007989782,"threshold_uncertainty_score":0.20863356},"labels":[],"label_agreement":null},{"id":"W3048220051","doi":"10.1190/geo2019-0321.1","title":"Macroscopic seismic responses of layered linear anelastic solids: Wave-induced internal deformations beyond the viscoelastic model","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Viscoelasticity; Poromechanics; Standard linear solid model; Mechanics; Biot number; Attenuation; Geology; Wave propagation; Dilatant; Mesoscopic physics; Seismic wave; Slip (aerodynamics); Anelastic attenuation factor; Geophysics; Porous medium; Physics; Porosity; Geotechnical engineering; Optics","score_opus":0.03182588554256533,"score_gpt":0.23956963130997982,"score_spread":0.2077437457674145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048220051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93856615,0.000043579483,0.05801146,0.0017543903,0.00022756863,0.00014204996,0.00016107042,0.000102969614,0.0009907766],"genre_scores_gemma":[0.9943175,0.000016144295,0.0013017646,0.0040720813,0.000106278356,0.0000013704185,0.000042461463,0.0000055812916,0.00013685504],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990624,0.000063679356,0.00025045135,0.00016717662,0.00023461354,0.00022163361],"domain_scores_gemma":[0.9993628,0.00017532894,0.00012134333,0.00019197934,0.00006164762,0.00008689377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010622887,0.0001343965,0.00017406554,0.00004242808,0.00016665578,0.00003560774,0.00028083153,0.00004368078,0.00009302055],"category_scores_gemma":[0.000067969995,0.00009427376,0.000077078046,0.00021593801,0.0001086424,0.00021516852,0.00003486859,0.00022412081,0.00017590873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015485861,0.0002678062,0.019096991,0.00070614077,0.0003963718,0.000059063794,0.03445721,0.72202945,0.038646046,0.0013803146,0.058116745,0.123295285],"study_design_scores_gemma":[0.00016611678,0.00016948233,0.0016994594,0.000024568993,0.000023826513,0.0000058897913,0.00030365615,0.9871293,0.006777674,0.003236001,0.00035006992,0.00011400137],"about_ca_topic_score_codex":0.0007201058,"about_ca_topic_score_gemma":0.00000658241,"teacher_disagreement_score":0.26509982,"about_ca_system_score_codex":0.000004469483,"about_ca_system_score_gemma":0.00010130292,"threshold_uncertainty_score":0.38443726},"labels":[],"label_agreement":null},{"id":"W3048499154","doi":"10.1190/geo2019-0193.1","title":"A weighted Runge-Kutta discontinuous Galerkin method for reverse time migration","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Discontinuous Galerkin method; Discretization; Runge–Kutta methods; Polygon mesh; Computer science; Algorithm; Applied mathematics; Seismic migration; Numerical analysis; Computational science; Mathematical optimization; Mathematics; Mathematical analysis; Geology; Computer graphics (images); Finite element method; Geophysics; Physics","score_opus":0.013786402729673729,"score_gpt":0.2237567147108904,"score_spread":0.20997031198121666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048499154","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28701532,0.0007292063,0.6046289,0.079344094,0.0014582508,0.0027150456,0.0016371019,0.002224998,0.020247081],"genre_scores_gemma":[0.3340481,0.00015038332,0.59085774,0.056072116,0.0023677642,0.000025637251,0.0031321535,0.000046911362,0.01329921],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925727,0.00004775793,0.00013508587,0.00023756594,0.0001290515,0.00019328255],"domain_scores_gemma":[0.99959344,0.00007786691,0.00007012849,0.00012837438,0.000041192954,0.00008898096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012780575,0.000111715286,0.00015614223,0.00002429015,0.000101809535,0.00004407597,0.0001521809,0.000043716456,0.000369333],"category_scores_gemma":[0.000022896047,0.00009612508,0.00008925835,0.0001685212,0.00002868174,0.00019437831,0.000009080768,0.00008624914,0.00051288796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011577626,0.00002232437,0.002062893,0.00004751573,0.000035506135,0.0000057896896,0.0008476732,0.00006373666,0.0026985302,0.0001586768,0.75732017,0.23662142],"study_design_scores_gemma":[0.00033269718,0.00024150235,0.0016466776,0.000017952285,0.000044643228,0.0000024435412,0.00010049355,0.5496269,0.006238175,0.006302469,0.43518785,0.00025823055],"about_ca_topic_score_codex":0.0015072122,"about_ca_topic_score_gemma":0.000011747593,"teacher_disagreement_score":0.5495631,"about_ca_system_score_codex":0.0000026834985,"about_ca_system_score_gemma":0.000027595974,"threshold_uncertainty_score":0.6592308},"labels":[],"label_agreement":null},{"id":"W3048901127","doi":"10.1190/geo2019-0833.1","title":"Application of focal-time analysis for improved induced seismicity depth control: A case study from the Montney Formation, British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ConocoPhillips (Canada); University of Calgary","funders":"","keywords":"Geology; Seismology; Hypocenter; Induced seismicity; Hydraulic fracturing; Geodetic datum; Earthquake location; Geodesy; Geotechnical engineering","score_opus":0.010776003829455075,"score_gpt":0.19000186170604152,"score_spread":0.17922585787658646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048901127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96754956,0.000020297975,0.029772125,0.0006578877,0.000025727824,0.00072439294,0.0011730954,0.000043058313,0.0000338788],"genre_scores_gemma":[0.99465907,0.0000012643184,0.00025879772,0.0046616914,0.00006128944,0.000012519386,0.00032725817,0.00000302601,0.000015080732],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923533,0.000060479062,0.00023376867,0.00019189814,0.00014179145,0.00013673607],"domain_scores_gemma":[0.9992645,0.00018803171,0.00016995164,0.00018458438,0.00012394204,0.00006903696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012342283,0.00007119584,0.00022762292,0.000009523326,0.0001983841,0.00008430107,0.00018539651,0.000028046115,0.000031542677],"category_scores_gemma":[0.000039864834,0.00007805479,0.000078315294,0.00035540882,0.000024159552,0.00013549604,0.000009887165,0.00007795547,0.0000026762175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079826714,0.000112774236,0.6186021,0.000027811988,0.00081837235,0.00003593532,0.0018913258,0.0018504282,0.00044983308,0.0000010676008,0.035064913,0.3410656],"study_design_scores_gemma":[0.0005468579,0.00014470801,0.116021305,0.0000022399263,0.00033184036,0.000004776852,0.0013568721,0.8800931,0.00014189951,0.0002652492,0.0009693208,0.00012185456],"about_ca_topic_score_codex":0.9977587,"about_ca_topic_score_gemma":0.9586749,"teacher_disagreement_score":0.8782427,"about_ca_system_score_codex":0.000008380237,"about_ca_system_score_gemma":0.00010706491,"threshold_uncertainty_score":0.3182982},"labels":[],"label_agreement":null},{"id":"W3049351809","doi":"10.25675/3.024660","title":"Seismic anisotropy in northwestern Canada and eastern Alaska from shear wave splitting measurements","year":2017,"lang":"en","type":"article","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Shear wave splitting; Seismology; Shear (geology); Anisotropy; Seismic anisotropy; Geophysics; Paleontology; Mantle (geology); Physics","score_opus":0.02150661621542535,"score_gpt":0.18588244287776096,"score_spread":0.1643758266623356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049351809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98768413,0.00002497991,0.00024196807,0.00020893483,0.00019304223,0.0002202969,0.000696344,0.000045276058,0.0106850555],"genre_scores_gemma":[0.9965375,0.000039946182,0.0002962513,0.00008357838,0.000012683708,2.6496218e-7,0.00006413365,0.0000060263947,0.002959604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988461,0.00004867745,0.00022182551,0.0003330718,0.00026233317,0.00028799812],"domain_scores_gemma":[0.9991348,0.00009040334,0.00023272129,0.00029142207,0.00010788674,0.00014280491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009353581,0.00017477699,0.00026248416,0.00034331676,0.0006625166,0.0002753282,0.00032840573,0.00005744413,0.00005594206],"category_scores_gemma":[0.000045751596,0.00019539564,0.000047441124,0.00036498153,0.00022261603,0.0010046236,0.0000770243,0.00015634841,0.000004401792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018721053,0.000036596022,0.9898306,0.000012918312,0.000046528672,0.000085193074,0.00023544059,0.00063285994,0.000008781787,0.0000034946038,0.0013243321,0.0075960243],"study_design_scores_gemma":[0.0025133092,0.00055912806,0.8969327,0.00018141187,0.000059983468,0.00001843327,0.0028976568,0.055403803,0.0008946687,0.0008385907,0.038991194,0.0007091022],"about_ca_topic_score_codex":0.80462486,"about_ca_topic_score_gemma":0.65668285,"teacher_disagreement_score":0.14794199,"about_ca_system_score_codex":0.00009797908,"about_ca_system_score_gemma":0.0003863329,"threshold_uncertainty_score":0.7968003},"labels":[],"label_agreement":null},{"id":"W3049485101","doi":"10.4236/ojg.2020.108040","title":"Automatic Data Reduction and Quantification of X-Ray Computed Tomography Images of Sedimentary Cores: Method and Illustration","year":2020,"lang":"en","type":"article","venue":"Open Journal of Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Geological Survey of Canada","funders":"Japan Agency for Marine-Earth Science and Technology; International Foundation for Research in Experimental Economics","keywords":"Geology; Tomography; Histogram; Core (optical fiber); Mineralogy; Scale (ratio); Porosity; Lithology; Geometry; Optics; Physics; Mathematics; Petrology; Image (mathematics); Geotechnical engineering; Artificial intelligence; Computer science","score_opus":0.059549550583836215,"score_gpt":0.2989718405842936,"score_spread":0.2394222900004574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049485101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91020757,0.0015024312,0.07739637,0.009901125,0.00026773437,0.00027020538,0.00007198284,0.000014132224,0.0003684791],"genre_scores_gemma":[0.9198095,0.0001480459,0.07976625,0.00019266084,0.000022104265,5.6047885e-8,0.00005704081,9.3222883e-7,0.0000034028278],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930716,0.00016173265,0.00029994507,0.00010164551,0.0000806083,0.00004889303],"domain_scores_gemma":[0.9993127,0.00008765931,0.0003909784,0.000093345996,0.00007239836,0.00004292683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065260514,0.000045361063,0.00018375996,0.00008420473,0.000033485096,0.000016644803,0.00023702635,0.000028095723,0.00014511132],"category_scores_gemma":[0.000042366904,0.000036381098,0.0000132100595,0.00011059809,0.00014864527,0.00040031108,0.000038187878,0.00007226028,4.1245588e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004404421,0.00007191954,0.22054994,0.00026104428,0.00022688643,0.000009565464,0.0018928319,0.0012351167,0.024112064,0.00011421346,0.038786884,0.7122991],"study_design_scores_gemma":[0.001269279,0.0022369777,0.4199272,0.0001644594,0.00019180714,0.0005483361,0.0026707202,0.52967364,0.038151365,0.0027421762,0.0022319667,0.00019206254],"about_ca_topic_score_codex":0.0011667628,"about_ca_topic_score_gemma":0.000004345267,"teacher_disagreement_score":0.712107,"about_ca_system_score_codex":6.3403854e-7,"about_ca_system_score_gemma":0.000028629174,"threshold_uncertainty_score":0.17638041},"labels":[],"label_agreement":null},{"id":"W3057484628","doi":"10.1785/0120200082","title":"Automated Microseismic Processing and Integrated Interpretation of Induced Seismicity during a Multistage Hydraulic-Fracturing Stimulation, Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Bulletin of the Seismological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Geology; Hydraulic fracturing; Induced seismicity; Seismology; Fault (geology); Devonian; Petrology; Geotechnical engineering; Paleontology","score_opus":0.008775542033291629,"score_gpt":0.20244801545018598,"score_spread":0.19367247341689436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3057484628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97768235,0.000107866144,0.0017434853,0.020012122,0.000031285468,0.00018468186,0.000034821256,0.00007355341,0.00012981295],"genre_scores_gemma":[0.97346574,0.000019272633,0.0059906985,0.02045056,0.0000090282665,6.3213076e-7,0.000017519875,0.0000042163456,0.000042319265],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988869,0.000108887005,0.00039664152,0.00022639756,0.00021357727,0.00016763806],"domain_scores_gemma":[0.99907553,0.000191017,0.00046626778,0.0001089038,0.0000905514,0.00006773713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010408033,0.00014528881,0.00032159293,0.000014519099,0.00012074979,0.000011339764,0.00025197165,0.0000815975,0.00016400027],"category_scores_gemma":[0.00019592946,0.00010071946,0.000108536056,0.00021156238,0.00031904798,0.000035704994,0.00005859192,0.00021051444,0.0000010667333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015084032,0.0003029489,0.21425223,0.0029131433,0.00048715572,0.000011373799,0.021843432,0.14875707,0.036816135,0.000004019175,0.2141939,0.35891017],"study_design_scores_gemma":[0.00035574252,0.00014203732,0.10054098,0.00014440391,0.00002707965,0.0000062096065,0.001065523,0.83242273,0.034598418,0.00002167496,0.030506587,0.00016860048],"about_ca_topic_score_codex":0.8603212,"about_ca_topic_score_gemma":0.00016433343,"teacher_disagreement_score":0.8601569,"about_ca_system_score_codex":0.000015275898,"about_ca_system_score_gemma":0.00010026392,"threshold_uncertainty_score":0.41072205},"labels":[],"label_agreement":null},{"id":"W3063925608","doi":"10.2118/199931-pa","title":"Look Ahead of the Bit While Drilling: Potential Impacts and Challenges of Acoustic Seismic While Drilling in the McMurray Formation","year":2020,"lang":"en","type":"article","venue":"SPE Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Drilling; Drill bit; Geology; Drill; Deconvolution; Workflow; Seismic vibrator; Computer science; Seismology; Algorithm; Engineering; Mechanical engineering","score_opus":0.03481418108190625,"score_gpt":0.2146907651777307,"score_spread":0.17987658409582444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3063925608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96903247,0.0057151103,0.0034654152,0.019310175,0.00029023824,0.00017151318,0.000022742974,0.000018290293,0.0019740344],"genre_scores_gemma":[0.99461234,0.004019885,0.00026125144,0.0009590321,0.00013729733,1.11956574e-7,0.000002593923,0.0000023525286,0.0000051420634],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910265,0.00011994849,0.0002702458,0.00008206948,0.0002702337,0.00015486569],"domain_scores_gemma":[0.9995307,0.000062025196,0.00021676216,0.00008982919,0.00004398916,0.000056710192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005792278,0.000080189726,0.00013709092,0.0000685828,0.00011884927,0.0000395849,0.00022692925,0.000042206455,0.00009754111],"category_scores_gemma":[0.00005300548,0.00004409277,0.000058743,0.00014033187,0.000079634214,0.0002651295,0.000012932958,0.0002638752,0.0000044737703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064548216,0.00022534013,0.12699865,0.0018327523,0.00019880093,0.00010185795,0.10015504,0.22446094,0.024562577,0.00019691054,0.048530903,0.47209075],"study_design_scores_gemma":[0.0009628865,0.0006596721,0.07371872,0.0006338077,0.000088686626,0.00058897707,0.015345788,0.8818775,0.0145972,0.0031017412,0.0081393765,0.00028568986],"about_ca_topic_score_codex":0.00016740369,"about_ca_topic_score_gemma":0.000026953465,"teacher_disagreement_score":0.6574165,"about_ca_system_score_codex":0.00000407796,"about_ca_system_score_gemma":0.000043822627,"threshold_uncertainty_score":0.1798051},"labels":[],"label_agreement":null},{"id":"W3080140308","doi":"","title":"Non-standard applications of seismic data from the Ocean Networks Canada NEPTUNE offshore cabled observatory array","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neptune; Observatory; Submarine pipeline; Geology; Seismology; Remote sensing; Astrobiology; Oceanography; Astronomy; Planet; Physics","score_opus":0.016952756056059236,"score_gpt":0.210736280108438,"score_spread":0.19378352405237878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080140308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862277,0.00070090406,0.0003649001,0.001137374,0.00041448828,0.00036604752,0.00058661494,0.00008001931,0.010121938],"genre_scores_gemma":[0.99457514,0.0000673267,0.0009687248,0.002803201,0.00016312723,9.785011e-7,0.0012034614,0.000008323507,0.00020974113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985205,0.000050330735,0.00037253235,0.00037970036,0.00036605477,0.0003108683],"domain_scores_gemma":[0.9980435,0.0005364587,0.00027210556,0.00096570025,0.00007718257,0.00010506565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006441028,0.00016332517,0.00023419088,0.00002344214,0.00017620825,0.000047073656,0.001047725,0.00006563688,0.00005919406],"category_scores_gemma":[0.000060136266,0.00012203845,0.000036435355,0.00017876418,0.00007899492,0.00018085621,0.00004621364,0.0003085526,0.000032563763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017955099,0.0000069249068,0.7629515,0.00001543047,0.000028611172,0.000002956498,0.00008316878,0.029338986,0.000034002944,9.933639e-7,0.20081429,0.0067051994],"study_design_scores_gemma":[0.00034713498,0.000042755233,0.48039538,0.000245705,0.000061653125,0.0000044998314,0.0011913972,0.18366754,0.0012055608,0.00016741162,0.33228245,0.00038851253],"about_ca_topic_score_codex":0.96552193,"about_ca_topic_score_gemma":0.6197884,"teacher_disagreement_score":0.3457335,"about_ca_system_score_codex":0.000015752094,"about_ca_system_score_gemma":0.00037249405,"threshold_uncertainty_score":0.49765837},"labels":[],"label_agreement":null},{"id":"W3080262389","doi":"","title":"Crustal Velocity Structure From First Arrival Seismic Tomography in the Strait of Georgia, British Columbia and Washington","year":2003,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismology; Geology; Seismic tomography; Geodesy; Geophysics","score_opus":0.007379616272998951,"score_gpt":0.18524869351325782,"score_spread":0.17786907724025885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080262389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99410343,0.00045614608,0.000005612693,0.00013597828,0.00013222033,0.000138782,0.00020185966,0.00004818032,0.004777793],"genre_scores_gemma":[0.9971942,0.000051628416,0.0020117236,0.0006144814,0.00003565485,5.6849905e-7,0.000064777734,0.0000048576867,0.00002214136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987154,0.00011852006,0.00031139448,0.00028882964,0.000279167,0.0002866863],"domain_scores_gemma":[0.9992411,0.00033212252,0.00015728506,0.00016677701,0.000031485924,0.00007120868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005556717,0.00011785742,0.00019323628,0.000049449878,0.00022366644,0.0002663727,0.00024896627,0.00011443964,0.00009141869],"category_scores_gemma":[0.00021248175,0.0001288332,0.00005262311,0.00018828538,0.00017974174,0.000184374,0.000010091404,0.0003374942,0.0000026222192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005976446,0.000019071013,0.97898567,0.00002857015,0.000012364152,0.000037681082,0.00096221984,0.0007036004,0.00003877954,0.0000017710098,0.0029424247,0.016261851],"study_design_scores_gemma":[0.0002584735,0.000051729738,0.9894813,0.00016124846,0.000014724896,0.000038416507,0.0010052854,0.0013961502,0.0003626418,0.0030152835,0.004038644,0.00017611099],"about_ca_topic_score_codex":0.77007645,"about_ca_topic_score_gemma":0.37643453,"teacher_disagreement_score":0.39364192,"about_ca_system_score_codex":0.000005125666,"about_ca_system_score_gemma":0.000046567722,"threshold_uncertainty_score":0.6349439},"labels":[],"label_agreement":null},{"id":"W3080340943","doi":"10.1093/gji/ggaa396","title":"Using onset times from frequent seismic surveys to understand fluid flow at the Peace River Field, Canada","year":2020,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Chemical Sciences, Geosciences, and Biosciences Division; Basic Energy Sciences; Office of Science; U.S. Department of Energy","keywords":"Geology; Aquifer; Inversion (geology); Saturation (graph theory); Permeability (electromagnetism); Seismology; Reservoir modeling; Geophysics; Hydrogeology; Geotechnical engineering; Groundwater","score_opus":0.029263830858789294,"score_gpt":0.2347603113958298,"score_spread":0.2054964805370405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080340943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91322696,0.00012584327,0.026898805,0.056251958,0.0010848462,0.000074803225,0.00048931804,0.000028172888,0.0018192828],"genre_scores_gemma":[0.9711705,0.000023656243,0.0013238023,0.026522607,0.00053458323,1.022937e-7,0.00006694908,0.0000034919033,0.00035431414],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890906,0.00012109989,0.00016463979,0.0001645789,0.0004729313,0.0001677038],"domain_scores_gemma":[0.99935186,0.0002350146,0.00006524176,0.0000808556,0.00006977575,0.00019728167],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015636382,0.000104826,0.000106120795,0.000023537712,0.00023216664,0.000099770965,0.00036110968,0.000025932517,0.00520403],"category_scores_gemma":[0.00007178658,0.00007329978,0.00006706146,0.00006838891,0.000047182413,0.00012935275,0.00004348377,0.00023864215,0.00017063129],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000145573,0.000018489685,0.018374246,0.0000025150664,0.00017975738,0.0001748668,0.0011726858,0.03248218,0.00050823076,0.000028644297,0.89840496,0.048507873],"study_design_scores_gemma":[0.0003863113,0.00014126467,0.030737739,0.0000419977,0.000029789071,0.00009961744,0.00062490685,0.85805005,0.0035115913,0.002994182,0.103070356,0.00031219656],"about_ca_topic_score_codex":0.48882738,"about_ca_topic_score_gemma":0.024423063,"teacher_disagreement_score":0.82556784,"about_ca_system_score_codex":0.000063919964,"about_ca_system_score_gemma":0.00015123318,"threshold_uncertainty_score":0.99570537},"labels":[],"label_agreement":null},{"id":"W3082852036","doi":"","title":"PBO Borehole Strainmeters: 2017 Episodic Tremor and Slip Event for Southern Vancouver Island, BC, Canada through Olympia, WA, USA","year":2017,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Borehole; Paleontology","score_opus":0.0217573482314485,"score_gpt":0.23732452136293766,"score_spread":0.21556717313148915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082852036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674953,0.00036255087,0.00007327057,0.0008166464,0.0008969235,0.00028510185,0.00038373173,0.00006298026,0.029623495],"genre_scores_gemma":[0.99378866,0.00005693651,0.0025405218,0.0011399899,0.00022859388,0.000003678514,0.000056702338,0.000011136004,0.0021737828],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983728,0.0000375815,0.0003246197,0.00043305027,0.00031168055,0.0005203012],"domain_scores_gemma":[0.9987018,0.00025759754,0.00037303116,0.00044246338,0.000054496228,0.00017060408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051649386,0.00024232351,0.00026264283,0.00003918344,0.000868226,0.00022540294,0.00044708623,0.00009933548,0.000054184406],"category_scores_gemma":[0.00029613296,0.00020528259,0.00007684711,0.000025434076,0.00015693471,0.0003574568,0.000028291552,0.00017834113,0.000041400905],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108696775,0.000043492157,0.4087815,0.00014490972,0.000094173825,0.000107098334,0.0017424508,0.0009605235,0.00013155997,0.000006772198,0.3980123,0.18986653],"study_design_scores_gemma":[0.0027366255,0.00048377068,0.4124616,0.00071150024,0.00017222592,0.00006800763,0.0052461424,0.020321626,0.00541699,0.0036958975,0.5469208,0.0017648052],"about_ca_topic_score_codex":0.9685006,"about_ca_topic_score_gemma":0.96075475,"teacher_disagreement_score":0.18810172,"about_ca_system_score_codex":0.000019422721,"about_ca_system_score_gemma":0.00019436407,"threshold_uncertainty_score":0.83711815},"labels":[],"label_agreement":null},{"id":"W3083210628","doi":"10.1017/9781316756041.002","title":"Introduction to MATLAB and Seismic Data","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"MATLAB; Computer science; Content (measure theory); Data access; Database; Programming language; Mathematics","score_opus":0.025428629722103593,"score_gpt":0.1960689719597142,"score_spread":0.1706403422376106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083210628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000532419,0.00011872335,0.0007571318,0.00046253385,0.00045123266,0.0002502499,0.0010322174,0.00021617892,0.99617934],"genre_scores_gemma":[0.0006714076,0.00013762075,0.0007614586,0.00082483265,0.00077654055,3.4876322e-8,0.00064218545,0.00001000276,0.99617594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988118,0.000025517438,0.0001144428,0.0006664466,0.00018094889,0.00020087099],"domain_scores_gemma":[0.9988231,0.00002858645,0.000091439404,0.0008108092,0.00007102598,0.00017505641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001639293,0.00022451239,0.000220716,0.00018794896,0.00018540917,0.000065865184,0.0006218938,0.00017046738,0.00016147972],"category_scores_gemma":[0.000011836265,0.00024177534,0.000034399836,0.000009524359,0.00023777006,0.00018182561,0.0002601396,0.000236512,0.00020431654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000482403,0.0000010720172,0.000010014935,0.000025629384,0.000028465258,0.000030228268,0.000027273478,0.0000017229719,0.0000032882751,0.005749295,0.9689035,0.025171315],"study_design_scores_gemma":[0.00010660617,0.00007344707,0.00003398537,0.000052127973,0.00007238957,0.000034125227,0.000031046922,0.0033776797,0.00011507313,0.000017704258,0.9958034,0.00028241827],"about_ca_topic_score_codex":0.00209371,"about_ca_topic_score_gemma":0.0000068866007,"teacher_disagreement_score":0.026899941,"about_ca_system_score_codex":0.000016125976,"about_ca_system_score_gemma":0.000044593035,"threshold_uncertainty_score":0.9859312},"labels":[],"label_agreement":null},{"id":"W3084728600","doi":"","title":"Time-Lapse Acoustic Impedance Inversion in CO 2 Sequestration Study (Weyburn Field, Canada)","year":2016,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acoustic impedance; Carbon sequestration; Inversion (geology); Geology; Environmental science; Electrical impedance; Seismology; Engineering; Carbon dioxide; Electrical engineering","score_opus":0.012281869768266241,"score_gpt":0.22517833369416268,"score_spread":0.21289646392589645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084728600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879764,0.000042588275,0.000013558517,0.00089550944,0.00020585858,0.0001981113,0.000012155214,0.00010372012,0.010552121],"genre_scores_gemma":[0.99821186,0.000025224486,0.00015707243,0.00110009,0.000070101676,0.0000014720572,0.000013718831,0.0000047907233,0.0004156875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985891,0.00010121401,0.00031376953,0.00030065628,0.00036644773,0.0003288292],"domain_scores_gemma":[0.99903435,0.00047906046,0.00013614653,0.00019542618,0.000043628235,0.00011136523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006073234,0.00014896334,0.0001570037,0.00009129978,0.00012140919,0.000036596593,0.00021187073,0.00007140922,0.00007319703],"category_scores_gemma":[0.00040753884,0.00011131652,0.000023597113,0.00012279273,0.000039527877,0.00026609784,0.000010870076,0.00016429964,0.00014162874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038785878,0.00004183823,0.94054645,0.000014577728,0.000008003353,0.00014943979,0.00024745328,0.0016258175,0.0017884343,4.1731317e-7,0.025872126,0.029666651],"study_design_scores_gemma":[0.001413046,0.0007689609,0.9435519,0.0006205426,0.000032964126,0.000025113757,0.0017711753,0.02132378,0.023999,0.0002402779,0.005514572,0.0007386829],"about_ca_topic_score_codex":0.8529723,"about_ca_topic_score_gemma":0.66949505,"teacher_disagreement_score":0.18347728,"about_ca_system_score_codex":0.000040400508,"about_ca_system_score_gemma":0.00024051536,"threshold_uncertainty_score":0.4539356},"labels":[],"label_agreement":null},{"id":"W3086411441","doi":"10.1029/2020gc009143","title":"The Role of Deformation Bands in Dictating Poromechanical Properties of Unconsolidated Sand and Sandstone","year":2020,"lang":"en","type":"article","venue":"Geochemistry Geophysics Geosystems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Geology; Cataclastic rock; Deformation bands; Shear (geology); Permeability (electromagnetism); Porosity; Geotechnical engineering; Petrology; Mineralogy; Stylolite; Seismology; Diagenesis; Fault (geology); Composite material; Materials science; Microstructure","score_opus":0.008370191366528246,"score_gpt":0.17373272783654678,"score_spread":0.16536253647001853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086411441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971516,0.0013841297,0.000017918153,0.0001479159,0.000024191706,0.00009006982,0.000032038213,0.000023083592,0.0011290478],"genre_scores_gemma":[0.9997903,0.00006244531,0.00003571876,0.000038480568,0.000030455412,0.0000013459041,0.00003179278,0.0000019454485,0.0000075222392],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924874,0.00003341474,0.00030370694,0.000119049444,0.00015991529,0.00013515723],"domain_scores_gemma":[0.9995715,0.000054279055,0.00017168802,0.00010261067,0.000052834333,0.000047069952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019630889,0.000083811,0.00017553364,0.000014166494,0.00006600378,0.000019344498,0.0001217511,0.000044878125,0.000011834373],"category_scores_gemma":[0.00005602972,0.00005795849,0.000027401933,0.00015084537,0.00008711741,0.00009824051,0.000019098825,0.00009788885,0.0000021682995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000271476,0.00004355621,0.107389644,0.001262673,0.00006330808,0.0000032262087,0.0052214526,0.0003199215,0.7667419,0.00007941057,0.00032951788,0.11827396],"study_design_scores_gemma":[0.00027454665,0.00007184941,0.0013870748,0.00018167084,0.00000979051,0.0000067876613,0.0034331668,0.1696809,0.8236982,0.00070244743,0.00043872316,0.00011480947],"about_ca_topic_score_codex":0.0026780427,"about_ca_topic_score_gemma":0.0000072667654,"teacher_disagreement_score":0.16936097,"about_ca_system_score_codex":0.0000023514324,"about_ca_system_score_gemma":0.000033474727,"threshold_uncertainty_score":0.40484172},"labels":[],"label_agreement":null},{"id":"W3087847432","doi":"","title":"Stress Channelling and Partitioning of Seismicity in the Charlevoix Seismic Zone, Canada","year":2007,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Channelling; Geology; Seismology; Stress (linguistics)","score_opus":0.013245008096263325,"score_gpt":0.20934323023738308,"score_spread":0.19609822214111974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087847432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99294055,0.00036297695,0.0001640642,0.0007448344,0.00012729946,0.00009435882,0.000022330622,0.000028873004,0.0055147335],"genre_scores_gemma":[0.9970361,0.00006206705,0.00040673043,0.002381017,0.00006023276,4.1840852e-7,0.000024965093,0.000003025176,0.000025452926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887204,0.0000528022,0.00031896785,0.00018063556,0.00025997774,0.000315595],"domain_scores_gemma":[0.99917895,0.00044719296,0.00015559513,0.00012108848,0.00003357415,0.00006362647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014043096,0.00010827093,0.00013448948,0.0000742232,0.00013803912,0.000031194555,0.0001753519,0.00004862015,0.0000044721332],"category_scores_gemma":[0.00010051072,0.00008487177,0.000019950168,0.00015200372,0.00006689135,0.00011215478,0.000008768822,0.00022347175,0.000002789249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002047015,0.00002040076,0.94287866,0.00007001532,0.0000086430455,0.00007932217,0.0015538642,0.02957892,0.00004816399,0.000009379279,0.00183083,0.023901332],"study_design_scores_gemma":[0.00024817977,0.000056772624,0.92340034,0.00040195065,0.000013897723,0.000039791477,0.0047466257,0.05283027,0.010318487,0.00026046837,0.0074148905,0.00026830425],"about_ca_topic_score_codex":0.9792498,"about_ca_topic_score_gemma":0.77126795,"teacher_disagreement_score":0.20798184,"about_ca_system_score_codex":0.000008662584,"about_ca_system_score_gemma":0.000068928726,"threshold_uncertainty_score":0.34609702},"labels":[],"label_agreement":null},{"id":"W3087968495","doi":"10.5194/egusphere-egu2020-20394","title":"Insights into downhole array spectra of hydraulic-fracturing induced seismicity in the Horn River Basin, British Columbia","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Microseism; Geophone; Induced seismicity; Borehole; Hydraulic fracturing; Geology; Seismology; Attenuation; Hypocenter; Structural basin; Vertical seismic profile; Fault (geology); Geotechnical engineering; Geomorphology; Physics","score_opus":0.013760307191937075,"score_gpt":0.1971009053141429,"score_spread":0.18334059812220582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087968495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722823,0.00010196239,0.0005015552,0.0038731385,0.00007142143,0.00017841223,0.000006740645,0.00009309384,0.022891372],"genre_scores_gemma":[0.9739637,0.000046603334,0.0012742743,0.024547383,0.00006718395,7.861197e-7,0.000017825305,0.0000031891104,0.00007906761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989392,0.00011492198,0.00024014644,0.00026046517,0.00025713805,0.00018809404],"domain_scores_gemma":[0.9995644,0.00008942533,0.000073060866,0.00016631027,0.000026435442,0.00008035909],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017441041,0.00009165819,0.000197439,0.000038480546,0.000116655996,0.00014664515,0.00038379495,0.000068490546,0.0012081149],"category_scores_gemma":[0.000053404736,0.0000896756,0.000053618052,0.0003365278,0.0001470059,0.00027738523,0.000014521539,0.00028007812,0.000060145136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008385977,0.00016082029,0.49957535,0.00015427433,0.000053962263,0.00020420394,0.022034751,0.00039404092,0.006206004,0.0000423014,0.25214145,0.21894898],"study_design_scores_gemma":[0.0007412897,0.0005996084,0.775905,0.00011521045,0.000023224551,0.0000355659,0.0033512264,0.016673235,0.0689309,0.0058622696,0.127195,0.0005674509],"about_ca_topic_score_codex":0.5914136,"about_ca_topic_score_gemma":0.027495624,"teacher_disagreement_score":0.563918,"about_ca_system_score_codex":0.0000051501524,"about_ca_system_score_gemma":0.000035518508,"threshold_uncertainty_score":0.9997049},"labels":[],"label_agreement":null},{"id":"W3089701187","doi":"10.1190/segam2020-3427022.1","title":"Automate seismic velocity model building through machine learning","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Computer science; Model building; Artificial intelligence","score_opus":0.029382568730102043,"score_gpt":0.23322808890580168,"score_spread":0.20384552017569965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089701187","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2990603,0.00048492328,0.59122604,0.01707886,0.0001663357,0.00018180384,0.000040549694,0.003268178,0.088493],"genre_scores_gemma":[0.9231528,0.00006700372,0.05678696,0.019396147,0.000043096716,2.706534e-7,0.000031995394,0.0000042234037,0.00051748607],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991851,0.000038971688,0.0001399448,0.00023916221,0.00016567126,0.00023113664],"domain_scores_gemma":[0.99972355,0.000034604578,0.00004431811,0.00008100277,0.000017380853,0.00009912048],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001307513,0.00011541023,0.00013080206,0.000024612727,0.00019437294,0.000051885418,0.00019135265,0.000043925378,0.0013496267],"category_scores_gemma":[0.000043659176,0.00009398457,0.000049989765,0.00015489034,0.000043052503,0.00030504615,0.000021951984,0.00022739242,0.00029457442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005911911,0.00001584677,0.054140113,0.00007159731,0.000037590376,0.000029486377,0.0024302197,0.6529936,0.0007127177,0.000761363,0.082383946,0.20636436],"study_design_scores_gemma":[0.000097646196,0.000043860124,0.0002695864,0.0000061279516,0.000005097086,0.00000465628,0.000058451544,0.9593199,0.0033155167,0.0015715504,0.035172187,0.00013545105],"about_ca_topic_score_codex":0.004258226,"about_ca_topic_score_gemma":0.0000053357676,"teacher_disagreement_score":0.6240925,"about_ca_system_score_codex":0.0000033087915,"about_ca_system_score_gemma":0.000026468253,"threshold_uncertainty_score":0.9995633},"labels":[],"label_agreement":null},{"id":"W3089829791","doi":"10.1190/segam2020-3427709.1","title":"FWI using reflections for deep velocity model updates","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geology","score_opus":0.09604388140529369,"score_gpt":0.29293410968239897,"score_spread":0.19689022827710528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089829791","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026162535,0.00006746998,0.9493206,0.0046509677,0.000093317256,0.00014190508,0.000039167284,0.00036204077,0.019162009],"genre_scores_gemma":[0.7232495,0.0000120029445,0.26236084,0.014044299,0.00007025853,6.1557927e-7,0.00004162058,0.0000024603262,0.00021841262],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957955,0.000009203434,0.00008187852,0.00013780917,0.00006242716,0.00012915838],"domain_scores_gemma":[0.9997944,0.000028046945,0.000020036485,0.000056114783,0.000027412698,0.0000739777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006654448,0.00005586445,0.00006635729,0.000025056395,0.00017187594,0.00002991262,0.000089189445,0.000028389653,0.00057746854],"category_scores_gemma":[0.000030293953,0.00004619685,0.000038221322,0.00010348306,0.000027041611,0.00014591852,0.000005299928,0.000050996216,0.00004103469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020276941,0.000046808243,0.01981931,0.00011069421,0.000078931116,0.000005212833,0.0024859356,0.26424298,0.0035088556,0.0023069864,0.38103002,0.3261615],"study_design_scores_gemma":[0.00005809156,0.00003188214,0.000051036648,0.0000015605789,0.00000647036,0.0000018938316,0.000108637934,0.97563916,0.0038965414,0.0028907307,0.017242268,0.00007172358],"about_ca_topic_score_codex":0.00093239755,"about_ca_topic_score_gemma":0.000033781205,"teacher_disagreement_score":0.7113962,"about_ca_system_score_codex":0.0000024004664,"about_ca_system_score_gemma":0.000026075802,"threshold_uncertainty_score":0.63228756},"labels":[],"label_agreement":null},{"id":"W3089852080","doi":"10.1190/segam2020-3419351.1","title":"High-resolution velocity model building and least-squares imaging offshore Canada: A deep-water Orphan Basin example","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Structural basin; Deep water; Least-squares function approximation; Resolution (logic); High resolution; Geology; Geodesy; Computer science; Remote sensing; Oceanography; Artificial intelligence; Statistics; Mathematics; Paleontology","score_opus":0.017565159345228763,"score_gpt":0.18936698574418098,"score_spread":0.17180182639895222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089852080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8818792,0.00036082827,0.099285364,0.015630402,0.0001529344,0.00017680136,0.00005855439,0.00033522685,0.0021207058],"genre_scores_gemma":[0.9743948,0.000015743757,0.016359782,0.009014847,0.00006008943,6.585756e-7,0.00006318848,0.0000044992294,0.00008642275],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989539,0.00004062935,0.00015827433,0.00031065184,0.00021723725,0.00031931925],"domain_scores_gemma":[0.9996199,0.000031716114,0.000029131897,0.00009917782,0.000034023644,0.00018603016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015296198,0.00013759553,0.00015180769,0.000043634565,0.00022571649,0.00007083754,0.00013545278,0.000030240055,0.00061626884],"category_scores_gemma":[0.000021819975,0.000101925754,0.000023763801,0.00008446783,0.000067799694,0.00026958375,0.000030861585,0.0001227329,0.000012022464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022458615,0.000027844017,0.2407664,0.00017678631,0.000065647015,0.00011569327,0.002990053,0.05230323,0.0034833439,0.001354578,0.29468256,0.40380928],"study_design_scores_gemma":[0.00014295727,0.000020733953,0.004432799,0.000009019511,0.000009239516,0.000009171109,0.00024031733,0.97625893,0.008393593,0.0006784391,0.009627119,0.00017769572],"about_ca_topic_score_codex":0.8883195,"about_ca_topic_score_gemma":0.12519126,"teacher_disagreement_score":0.9239557,"about_ca_system_score_codex":0.000015348724,"about_ca_system_score_gemma":0.00009668467,"threshold_uncertainty_score":0.89077175},"labels":[],"label_agreement":null},{"id":"W3089958065","doi":"10.1190/segam2020-3426961.1","title":"Bayesian inversion for elastic properties and microseismic event locations in HTI media: A physical modeling study","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Markov chain Monte Carlo; Inversion (geology); Anisotropy; Isotropy; Algorithm; Geology; Bayesian probability; Bayesian inference; Computer science; Seismology; Artificial intelligence; Physics; Optics","score_opus":0.042711626405608064,"score_gpt":0.23206859400903285,"score_spread":0.1893569676034248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089958065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95567036,0.000113960625,0.04036966,0.0031863651,0.000041923435,0.00042663314,0.000008254347,0.0000821382,0.00010070519],"genre_scores_gemma":[0.9971374,0.000012622451,0.001096116,0.0016617124,0.000050022434,0.0000052308674,0.000014681837,0.0000028665318,0.000019305167],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993801,0.000032071384,0.00013014185,0.0002157929,0.00009991855,0.00014194903],"domain_scores_gemma":[0.99975854,0.000058492988,0.000018918372,0.000060940773,0.000020918296,0.00008218697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010044125,0.00008573006,0.00012163039,0.000059080638,0.00009234876,0.00003126752,0.00008971102,0.000021900532,0.000028597671],"category_scores_gemma":[0.000058752474,0.000064092346,0.000023355287,0.00011237049,0.000036842746,0.00014823597,0.000014360549,0.00008304957,0.000014778014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009289314,0.0010971335,0.4042357,0.0005641359,0.00010932527,0.000028688997,0.098878756,0.2064565,0.0039277207,0.00014891782,0.020108208,0.263516],"study_design_scores_gemma":[0.00032176386,0.00020484696,0.00063559605,0.000018499148,0.000010590543,8.35471e-7,0.0043608164,0.9932638,0.00047818353,0.00039346865,0.00021856518,0.000093059236],"about_ca_topic_score_codex":0.00236505,"about_ca_topic_score_gemma":0.00013154607,"teacher_disagreement_score":0.7868073,"about_ca_system_score_codex":0.0000041746534,"about_ca_system_score_gemma":0.000030296982,"threshold_uncertainty_score":0.35752636},"labels":[],"label_agreement":null},{"id":"W3090022602","doi":"10.1190/geo2020-0192.1","title":"Null-space shuttles for targeted uncertainty analysis in full-waveform inversion","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Curse of dimensionality; Mathematical optimization; Uncertainty quantification; Uncertainty analysis; Mathematics; Computer science; Algorithm; Parameter space; Applied mathematics; Statistics; Geology","score_opus":0.015956306493726473,"score_gpt":0.21176730195430246,"score_spread":0.19581099546057598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090022602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98484194,0.00012970933,0.0063991547,0.005576195,0.00016118884,0.00031412806,0.00018013429,0.00021954934,0.002178023],"genre_scores_gemma":[0.9931268,0.000036713016,0.002447673,0.00365796,0.00009930887,0.0000018971059,0.00053655973,0.0000036283761,0.000089435474],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991129,0.000028259394,0.00015818384,0.00027175643,0.00016730456,0.00026161943],"domain_scores_gemma":[0.9995587,0.000082267434,0.00006856554,0.00013861514,0.000042311083,0.0001095429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011919973,0.00012635993,0.00022466034,0.00011252484,0.00009304432,0.000032508004,0.00018899649,0.000056546094,0.00032427293],"category_scores_gemma":[0.00004243791,0.00010979437,0.00014749709,0.0009296313,0.00005049817,0.0001735179,0.000015319461,0.00011799131,0.00014566882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011506357,0.00015027363,0.2909403,0.00030801402,0.0006740244,0.000040365605,0.0072845407,0.09810129,0.003448163,0.0010676568,0.16460118,0.43223354],"study_design_scores_gemma":[0.0004131915,0.0002328099,0.018704271,0.000011130544,0.00010781704,3.5836538e-7,0.00071694166,0.9440773,0.0021371872,0.0029974775,0.030319521,0.00028199935],"about_ca_topic_score_codex":0.005240902,"about_ca_topic_score_gemma":0.00022719133,"teacher_disagreement_score":0.845976,"about_ca_system_score_codex":0.000009606496,"about_ca_system_score_gemma":0.000036916892,"threshold_uncertainty_score":0.79227114},"labels":[],"label_agreement":null},{"id":"W3090042490","doi":"10.1190/segam2020-3427858.1","title":"FWI Imaging: Full-wavefield imaging through full-waveform inversion","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic migration; Environmental geology; Inversion (geology); Regional geology; Preprocessor; Computer science; Multiple; Geophysical imaging; Geology; Workflow; Economic geology; Rendering (computer graphics); Algorithm; Seismology; Computer graphics (images); Artificial intelligence; Metamorphic petrology; Database","score_opus":0.023904717173420586,"score_gpt":0.219338056056401,"score_spread":0.19543333888298042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090042490","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075375155,0.0013812075,0.056448262,0.11672583,0.0015059961,0.0005985521,0.00005303423,0.002921732,0.7449902],"genre_scores_gemma":[0.91448116,0.00013094752,0.008801283,0.07560046,0.00026463557,8.32919e-7,0.000100399644,0.000010060807,0.0006102187],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983167,0.00004724198,0.00029903973,0.00048604186,0.00036988215,0.0004810664],"domain_scores_gemma":[0.9992552,0.00007970912,0.00009237863,0.00026420958,0.000058911333,0.0002495887],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000184627,0.0002472632,0.00022569972,0.000076528435,0.00026303213,0.0001370812,0.00039721787,0.000055796525,0.0103543075],"category_scores_gemma":[0.000070745795,0.00020060713,0.00012970052,0.00033254692,0.00014083502,0.00091566175,0.000059730035,0.00030595018,0.0022034417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014854183,0.00002247108,0.069923066,0.00005505081,0.00002202102,0.000113383314,0.0013685282,0.00008840208,0.001565034,0.00034636774,0.6358917,0.2904555],"study_design_scores_gemma":[0.0005248139,0.00017600635,0.0016007719,0.000038870367,0.00002815392,0.00009244046,0.0023019365,0.47176838,0.009042139,0.0023344539,0.5114908,0.00060122303],"about_ca_topic_score_codex":0.004170853,"about_ca_topic_score_gemma":0.000025736359,"teacher_disagreement_score":0.839106,"about_ca_system_score_codex":0.0000097585325,"about_ca_system_score_gemma":0.000051811538,"threshold_uncertainty_score":0.9985735},"labels":[],"label_agreement":null},{"id":"W3090046054","doi":"10.1190/segam2020-3426830.1","title":"Meshfree modelling of 2D MT data with RBF-FD and unstructured points","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Unstructured data; Data mining; Big data","score_opus":0.054307716708459866,"score_gpt":0.21003536639139503,"score_spread":0.15572764968293518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090046054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5743314,0.0012692012,0.35450283,0.01572244,0.000143004,0.00041999985,0.00057910854,0.0005702682,0.05246171],"genre_scores_gemma":[0.92717606,0.00006147206,0.070068814,0.0025280733,0.000020756754,4.2597836e-8,0.00009479476,0.0000018862429,0.0000480948],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945295,0.000016047188,0.000097905824,0.00020455963,0.00013030377,0.0000982438],"domain_scores_gemma":[0.99963826,0.000028524702,0.000036934278,0.00019975276,0.000017428785,0.00007909116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008782746,0.00006863419,0.00010814509,0.000024304467,0.000037027632,0.000019137438,0.0002434329,0.000023961296,0.00059886114],"category_scores_gemma":[0.000009070507,0.00004506837,0.000008184298,0.00009188291,0.0000796183,0.00021309903,0.000027833892,0.000065949425,0.000008711861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005578215,0.00002480923,0.32090294,0.0002951237,0.0001594992,0.00004525196,0.0027044339,0.0135158,0.00040176345,0.00081289787,0.19192868,0.46865097],"study_design_scores_gemma":[0.00017899471,0.000096261705,0.0008764938,0.000013655913,0.000012120386,0.0000092676055,0.0002174282,0.98697144,0.002114386,0.0007417194,0.008674058,0.000094173476],"about_ca_topic_score_codex":0.0027169336,"about_ca_topic_score_gemma":0.000028190701,"teacher_disagreement_score":0.97345567,"about_ca_system_score_codex":3.9551352e-7,"about_ca_system_score_gemma":0.00001954132,"threshold_uncertainty_score":0.65571094},"labels":[],"label_agreement":null},{"id":"W3090349082","doi":"10.1190/segam2020-3427818.1","title":"Making seismic reconstruction more robust via a generalized loss function","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Function (biology); Geology","score_opus":0.03967997977156582,"score_gpt":0.22603816169230884,"score_spread":0.18635818192074302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090349082","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33291367,0.00032024676,0.5845758,0.019524008,0.0013541105,0.00032320493,0.000024686213,0.0016641511,0.05930013],"genre_scores_gemma":[0.9633205,0.000026025404,0.012540013,0.023360316,0.00022496641,6.543532e-7,0.000046852012,0.000003781238,0.0004768919],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992751,0.000038654078,0.00015006006,0.00023319996,0.00013535589,0.00016766331],"domain_scores_gemma":[0.9997342,0.000015385038,0.00005309929,0.00009209418,0.000027634698,0.000077584504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000908938,0.00010065453,0.00010847033,0.00005304868,0.00012528052,0.000046833396,0.00009854552,0.00005475093,0.006702222],"category_scores_gemma":[0.000013573235,0.000084060666,0.000052586118,0.00019225106,0.000058128357,0.0002680936,0.0000075461294,0.000116097995,0.00045140975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001521261,0.000006284594,0.06379082,0.00002859982,0.000027691049,0.000013928601,0.0002846583,0.008152128,0.000291515,0.00004563296,0.07764941,0.8495572],"study_design_scores_gemma":[0.00023312226,0.000090740585,0.0038858398,0.000013255078,0.000016417582,0.000080071135,0.00023840369,0.9488118,0.0012019238,0.0008002341,0.044448614,0.000179568],"about_ca_topic_score_codex":0.001497031,"about_ca_topic_score_gemma":0.000011084787,"teacher_disagreement_score":0.9406597,"about_ca_system_score_codex":0.000004593294,"about_ca_system_score_gemma":0.000017115688,"threshold_uncertainty_score":0.9942058},"labels":[],"label_agreement":null},{"id":"W3090422158","doi":"10.1190/segam2020-3425618.1","title":"Evaluating Kirchhoff migration using wave-equation generated maximum amplitude traveltimes","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic migration; Computation; Offset (computer science); Amplitude; Wave equation; Geology; Surface wave; Synthetic data; Geodesy; Seismology; Mathematical analysis; Algorithm; Geometry; Computer science; Mathematics; Physics; Optics","score_opus":0.16273631784387738,"score_gpt":0.303107737538065,"score_spread":0.14037141969418765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090422158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84420365,0.00013979002,0.1479554,0.0032106526,0.00014983225,0.00021853714,0.000014805929,0.0003792153,0.0037281336],"genre_scores_gemma":[0.9089074,0.000015651278,0.08537538,0.0052707195,0.00013488626,5.2096067e-7,0.00018656584,0.0000040494338,0.00010482004],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989905,0.000100322584,0.00021604986,0.00024664804,0.00026330244,0.00018319508],"domain_scores_gemma":[0.99962455,0.000047538095,0.00007204297,0.00009045932,0.0000660829,0.000099301054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030870968,0.000109962726,0.000112222064,0.000054877015,0.0001662563,0.00009766419,0.000087381384,0.0000505736,0.0029816546],"category_scores_gemma":[0.00009055499,0.000092362985,0.000040882016,0.00023432985,0.000030979376,0.00028160168,0.000006518252,0.00009244468,0.00017059782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007890741,0.000020158976,0.03277202,0.00003870646,0.000034975197,0.000009608403,0.0019492307,0.02769912,0.06291061,0.00009152401,0.012330725,0.8620644],"study_design_scores_gemma":[0.00013427499,0.000102772596,0.003285297,0.000007941595,0.000013127886,0.0000047843882,0.00016279661,0.97249085,0.021395551,0.00051906926,0.0017492574,0.0001342805],"about_ca_topic_score_codex":0.0050143315,"about_ca_topic_score_gemma":0.000021577713,"teacher_disagreement_score":0.94479173,"about_ca_system_score_codex":0.000006524363,"about_ca_system_score_gemma":0.00005595573,"threshold_uncertainty_score":0.99792975},"labels":[],"label_agreement":null},{"id":"W3090576690","doi":"","title":"Time-lapse Amplitude Variation with Angle (AVA) analysis in vertical seismic profiling of Weyburn reservoir, Saskatchewan, Canada","year":2011,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Amplitude; Profiling (computer programming); Vertical seismic profile; Variation (astronomy); Seismology; Computer science","score_opus":0.014526454812773386,"score_gpt":0.20279838544320053,"score_spread":0.18827193063042713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090576690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917691,0.000053879678,0.0001719905,0.00010704263,0.000050195194,0.00012313513,0.000016819773,0.00006078222,0.007647055],"genre_scores_gemma":[0.9899601,0.0000033544843,0.009548103,0.00026932417,0.000020309875,0.000001364146,0.00008725573,0.0000058283795,0.00010439548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984465,0.00009460326,0.00041953876,0.00031026834,0.0003800973,0.0003489926],"domain_scores_gemma":[0.999191,0.00019229027,0.00015363275,0.0002520227,0.000092455964,0.00011861813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068994035,0.0001530358,0.00028197462,0.00020948304,0.00007355892,0.000022419124,0.00023483443,0.00007786065,0.000053372267],"category_scores_gemma":[0.00012892945,0.00012927024,0.000048376492,0.0005815434,0.000074416756,0.00018360528,0.000014224347,0.00021166685,0.000015515068],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121736135,0.000065038716,0.9563452,0.000038515223,0.000115128736,0.000052184732,0.0013463352,0.039874554,0.00039524888,0.0000026666273,0.0005070378,0.0011363691],"study_design_scores_gemma":[0.0002942928,0.00014325381,0.90582484,0.00011745065,0.00014901122,0.000006421883,0.0012454117,0.08019779,0.011435617,0.0001671473,0.00014964839,0.00026912973],"about_ca_topic_score_codex":0.97946507,"about_ca_topic_score_gemma":0.90006083,"teacher_disagreement_score":0.07940422,"about_ca_system_score_codex":0.000027685535,"about_ca_system_score_gemma":0.0003160668,"threshold_uncertainty_score":0.5271488},"labels":[],"label_agreement":null},{"id":"W3090580568","doi":"","title":"P-wave velocity models of continental shelf of East Siberian Sea using the Laplace-domain full waveform inversion","year":2017,"lang":"en","type":"article","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Continental shelf; Waveform; Geodesy; Inversion (geology); Laplace transform; Time domain; Oceanography; Seismology; Mathematics; Mathematical analysis; Computer science; Telecommunications; Radar","score_opus":0.03342124574402651,"score_gpt":0.2512907874248229,"score_spread":0.21786954168079642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090580568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96637255,0.0012932509,0.003353348,0.0015106964,0.0018059858,0.0009271085,0.003790647,0.00016589258,0.020780528],"genre_scores_gemma":[0.99096185,0.00029911494,0.006538282,0.0005740942,0.00034739767,0.0000042126403,0.00079830247,0.000035797093,0.00044094963],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99571246,0.00024360893,0.0010604528,0.00077077287,0.0011276943,0.0010850334],"domain_scores_gemma":[0.996543,0.00009630157,0.001095645,0.0015549076,0.0002625739,0.00044757294],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012834541,0.0006551172,0.00088912254,0.0003283481,0.001753346,0.00027508056,0.0014484578,0.0003814744,0.00042985403],"category_scores_gemma":[0.00017234284,0.0005036966,0.00048172317,0.00031414113,0.0014844093,0.0017080513,0.00031304156,0.00059788267,0.000052154013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006733428,0.0015703615,0.5816369,0.0026332338,0.0029766446,0.00071171724,0.011301427,0.021673704,0.08314663,0.030278087,0.12296752,0.13437037],"study_design_scores_gemma":[0.0054946975,0.00092248514,0.015035058,0.0011652193,0.00062784605,0.00039608206,0.004424435,0.6923324,0.17927787,0.005856073,0.092183426,0.0022844486],"about_ca_topic_score_codex":0.08197899,"about_ca_topic_score_gemma":0.0070663732,"teacher_disagreement_score":0.67065865,"about_ca_system_score_codex":0.00012746168,"about_ca_system_score_gemma":0.0004597464,"threshold_uncertainty_score":0.9997415},"labels":[],"label_agreement":null},{"id":"W3090636335","doi":"10.1190/segam2020-w13-06.1","title":"Elastic near-surface model estimation from full waveforms by deep learning","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Convolutional neural network; Deep learning; Artificial intelligence; Raw data; Feature (linguistics); Arid; Artificial neural network; Set (abstract data type); Surface (topology); Data set; Deep neural networks; Machine learning; Geology; Mathematics","score_opus":0.012019459654274473,"score_gpt":0.19562483264705494,"score_spread":0.18360537299278046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090636335","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35091555,0.00016741964,0.63737714,0.002227064,0.00005617289,0.0000694265,0.000024084795,0.0004702009,0.008692957],"genre_scores_gemma":[0.9275201,0.000022141396,0.0683797,0.003459895,0.000019567613,1.6989496e-7,0.00027358634,0.000003487113,0.00032138257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999304,0.000022940689,0.0001302969,0.00020295822,0.00017144319,0.00016838501],"domain_scores_gemma":[0.9996851,0.0000591276,0.000042841337,0.00007000139,0.000016482947,0.00012641655],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007180496,0.000097605414,0.00010116472,0.0000067801884,0.00015415945,0.0000883732,0.00013167174,0.000048048038,0.0022742313],"category_scores_gemma":[0.000055848835,0.00007465848,0.000030696825,0.00009465088,0.00004098707,0.00028591868,0.0000103931625,0.00016845182,0.00091618544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032603275,0.000005158662,0.009614177,0.0000061989076,0.000008570174,0.0000017323787,0.0006873564,0.7892804,0.00053127744,0.000009095019,0.030795014,0.16902842],"study_design_scores_gemma":[0.000096973075,0.00008074223,0.0003222297,0.000004775555,0.0000065378886,8.2483183e-7,0.00011312085,0.99298847,0.0013188411,0.00083160325,0.0041180523,0.00011784979],"about_ca_topic_score_codex":0.002806599,"about_ca_topic_score_gemma":0.000010350996,"teacher_disagreement_score":0.5766045,"about_ca_system_score_codex":0.0000032440314,"about_ca_system_score_gemma":0.000017760338,"threshold_uncertainty_score":0.9998617},"labels":[],"label_agreement":null},{"id":"W3090902342","doi":"10.1190/segam2020-3422774.1","title":"Time-lapse full-waveform inversion using Hamiltonian Monte Carlo: A proof of concept","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Monte Carlo method; Computer science; Proof of concept; Waveform; Inversion (geology); Algorithm; Mathematics; Telecommunications; Geology; Statistics","score_opus":0.025108503908176677,"score_gpt":0.21369686457282566,"score_spread":0.18858836066464899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090902342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769776,0.0002448248,0.0016187108,0.0021504476,0.00013084219,0.000295456,0.00005070073,0.00023865319,0.01829276],"genre_scores_gemma":[0.99086905,0.0000063150324,0.004829648,0.00374567,0.000048152604,1.7528667e-7,0.000019164001,0.000003715154,0.00047811668],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914175,0.000034626893,0.00020366705,0.00020525932,0.00021923825,0.00019545713],"domain_scores_gemma":[0.9995607,0.000025948531,0.00008676911,0.0001301349,0.000049515667,0.00014693665],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010260069,0.00011549324,0.00018552883,0.000057231584,0.00007987416,0.00001801806,0.0001837347,0.0000584934,0.002954546],"category_scores_gemma":[0.000029887908,0.00009016826,0.000068980364,0.00021374678,0.00015240554,0.0002448226,0.000022849665,0.000105054736,0.00009887804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007091134,0.00012496783,0.047271017,0.00034811045,0.00017358214,0.00010621738,0.014679222,0.030100267,0.018685736,0.000052594398,0.3279015,0.55984765],"study_design_scores_gemma":[0.00023119122,0.0002915565,0.00019977288,0.000029331111,0.000014047254,0.000007584125,0.00054685934,0.93270254,0.05470132,0.000035575817,0.011089916,0.0001503108],"about_ca_topic_score_codex":0.0052933353,"about_ca_topic_score_gemma":0.00002194801,"teacher_disagreement_score":0.90260226,"about_ca_system_score_codex":0.0000058846003,"about_ca_system_score_gemma":0.0000557333,"threshold_uncertainty_score":0.9979569},"labels":[],"label_agreement":null},{"id":"W3091046546","doi":"10.1190/geo2019-0638.1","title":"Transform-domain noise synthesis and normal moveout-stack deconvolution approach to ground roll attenuation","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Noise (video); Deconvolution; Acoustics; Attenuation; Amplitude; SIGNAL (programming language); Algorithm; Fourier transform; Normal moveout; Computer science; Synthetic data; Geology; Frequency domain; Gradient noise; Noise floor; Noise measurement; Mathematics; Optics; Mathematical analysis; Physics; Noise reduction; Artificial intelligence; Computer vision","score_opus":0.01533737052011432,"score_gpt":0.19005078565001884,"score_spread":0.17471341512990451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091046546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512974,0.00010535426,0.02953414,0.0032203489,0.00008328231,0.00029410433,0.00009722574,0.00016289917,0.015205245],"genre_scores_gemma":[0.99053526,0.000031410476,0.005090403,0.0040805372,0.00013115071,0.0000036984063,0.00007065801,0.000004515335,0.000052367537],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992187,0.000037828486,0.00013156336,0.00023970532,0.00016912782,0.00020309415],"domain_scores_gemma":[0.9996504,0.000045430395,0.00003546574,0.000092933005,0.000024416697,0.00015133146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001242006,0.00011512329,0.00013337578,0.000035463385,0.00013416975,0.00005695912,0.00011274731,0.00004407186,0.000070460395],"category_scores_gemma":[0.000019699317,0.00010676985,0.000041890562,0.00018840056,0.000043503864,0.00032886124,0.00000879546,0.000090340895,0.00017661635],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023613036,0.00006418576,0.018703932,0.0001419385,0.000045102308,0.0000048288302,0.0052994727,0.0016003008,0.0008560749,0.00059914374,0.0113228895,0.961126],"study_design_scores_gemma":[0.0010898926,0.0007016624,0.27359056,0.000063710366,0.00013858298,0.000022471484,0.0032126664,0.63639945,0.010725368,0.01689634,0.055792402,0.0013668981],"about_ca_topic_score_codex":0.0017163766,"about_ca_topic_score_gemma":0.000011747808,"teacher_disagreement_score":0.9597591,"about_ca_system_score_codex":0.000005325157,"about_ca_system_score_gemma":0.000019934358,"threshold_uncertainty_score":0.4353948},"labels":[],"label_agreement":null},{"id":"W3091095197","doi":"10.1190/segam2020-3427559.1","title":"From a regional AVA screening to focused elastic attributes estimation: An integrated solution from seismic acquisition to reservoir characterization","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estimation; Reservoir modeling; Geology; Characterization (materials science); Seismology; Computer science; Remote sensing; Petroleum engineering; Systems engineering; Engineering; Materials science; Nanotechnology","score_opus":0.04282851095922976,"score_gpt":0.23990772934412086,"score_spread":0.1970792183848911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091095197","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3832697,0.000008532058,0.59699273,0.01876613,0.000086851775,0.00017059351,0.0003280111,0.00033290937,0.000044576],"genre_scores_gemma":[0.83379525,0.0000029275313,0.13114601,0.02216701,0.00029611986,0.0000039254287,0.012526216,0.000007071039,0.000055485452],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998613,0.00012071791,0.00027083184,0.00045843958,0.00030721174,0.00022980622],"domain_scores_gemma":[0.99918437,0.000107157655,0.00007703384,0.00017977547,0.0001119607,0.0003396845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013843541,0.00016863419,0.00017766918,0.00012288407,0.00019552975,0.00016629366,0.00024647565,0.000085122454,0.0023752663],"category_scores_gemma":[0.00011634425,0.00015337669,0.000038935512,0.00047700145,0.000025275318,0.00075173535,0.000024827146,0.00012771576,0.00072154234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016102485,0.000098076816,0.026640609,0.000020049805,0.00008230264,0.000023141836,0.0056530726,0.06251359,0.051011376,0.0000304956,0.15556236,0.6967547],"study_design_scores_gemma":[0.00022025389,0.00034680672,0.04848473,0.000073414274,0.00001509503,0.0000010680561,0.00018772489,0.93116945,0.0060290736,0.00035733517,0.012893178,0.00022185869],"about_ca_topic_score_codex":0.018788043,"about_ca_topic_score_gemma":0.0000874662,"teacher_disagreement_score":0.86865586,"about_ca_system_score_codex":0.000015855214,"about_ca_system_score_gemma":0.00004525465,"threshold_uncertainty_score":0.9985367},"labels":[],"label_agreement":null},{"id":"W3091145275","doi":"10.1190/segam2020-3427595.1","title":"A new qP-wave approximation in TTI media and its reverse time migration","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Seismic migration; Geology; Computer science; Geophysics","score_opus":0.02523965226876511,"score_gpt":0.19318592332438742,"score_spread":0.16794627105562232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091145275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82260185,0.0012444512,0.010644822,0.09811308,0.00030460954,0.0008209317,0.000044339868,0.0008178544,0.06540805],"genre_scores_gemma":[0.9770865,0.00011350533,0.012990133,0.008379792,0.000086925575,3.88255e-7,0.000114189126,0.0000021660865,0.001226436],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995807,0.000024717901,0.000094760464,0.00012682559,0.000092034395,0.00008096831],"domain_scores_gemma":[0.9998152,0.0000316113,0.000023450142,0.0000353382,0.000009657949,0.00008471762],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009481519,0.00005257994,0.00006738725,0.00004443602,0.000022017473,0.000023607723,0.000035907895,0.000031637126,0.0021318994],"category_scores_gemma":[0.000063737316,0.000043496788,0.000010739152,0.00013339486,0.0000089188625,0.0002488326,0.000004604011,0.00005684044,0.00029557623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007602822,0.000009816159,0.021977039,0.000043878415,0.000006882963,0.00001913305,0.00582492,0.00006795142,0.0018029826,0.00029706527,0.5975925,0.37228182],"study_design_scores_gemma":[0.00027695953,0.00006755745,0.010846746,0.000017808965,0.0000047929843,0.0000065411423,0.00022646002,0.957198,0.006644238,0.0011843428,0.02339191,0.00013462573],"about_ca_topic_score_codex":0.0022436068,"about_ca_topic_score_gemma":0.000107845735,"teacher_disagreement_score":0.9571301,"about_ca_system_score_codex":0.000001667777,"about_ca_system_score_gemma":0.000019577748,"threshold_uncertainty_score":0.9987803},"labels":[],"label_agreement":null},{"id":"W3091196119","doi":"10.1190/segam2020-3425114.1","title":"Integrated interpretation: Using seismic data to de-risk development of the Duvernay Formation, western Canada","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Interpretation (philosophy); Geology; Seismology; Computer science","score_opus":0.04434493577739744,"score_gpt":0.2299674397271584,"score_spread":0.185622503949761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091196119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83184063,0.00002164268,0.16479419,0.0024776321,0.000108786495,0.00010275295,0.000084315136,0.000033377135,0.0005366644],"genre_scores_gemma":[0.97304165,0.000001965357,0.01758186,0.009262644,0.000010921576,1.4913046e-7,0.00005296965,0.0000013903181,0.00004646335],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939716,0.000049133967,0.00018709556,0.00011100098,0.00015639595,0.000099186596],"domain_scores_gemma":[0.99961907,0.000026956857,0.00007401021,0.00017119896,0.000039484272,0.00006930622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015519679,0.00005815878,0.0000695477,0.000017586339,0.00014409774,0.000017134116,0.00046374713,0.000014369688,0.00017738047],"category_scores_gemma":[0.00007006516,0.000038014103,0.000009839669,0.00017827183,0.00001543111,0.00018652582,0.00007115793,0.0000697012,0.000008572384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055462355,0.0000067448213,0.5830058,0.00005486427,0.000040574327,0.0000025819159,0.011019946,0.014920655,0.00026133895,0.0000016149321,0.14077334,0.24985708],"study_design_scores_gemma":[0.000045939025,0.000009291324,0.017595697,0.00003016193,0.0000065843965,0.00000366109,0.0010147616,0.91606927,0.007417119,0.0000075751086,0.057731673,0.000068269495],"about_ca_topic_score_codex":0.60166967,"about_ca_topic_score_gemma":0.31764612,"teacher_disagreement_score":0.9011486,"about_ca_system_score_codex":0.000018738618,"about_ca_system_score_gemma":0.00053560856,"threshold_uncertainty_score":0.694805},"labels":[],"label_agreement":null},{"id":"W3091233465","doi":"10.1190/tle39100711.1","title":"Edge-aware filtering with Siamese neural networks","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ExxonMobil (Canada)","funders":"","keywords":"Computer science; Artificial intelligence; Deep learning; Interpretability; Convolutional neural network; Leverage (statistics); Artificial neural network; Discriminative model; Machine learning; Data mining","score_opus":0.02591735021585087,"score_gpt":0.21495951414383355,"score_spread":0.18904216392798268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091233465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72442335,0.002521063,0.109459996,0.07817119,0.0021860912,0.0009289778,0.000052566134,0.0031283195,0.07912847],"genre_scores_gemma":[0.987918,0.000016471797,0.0003112628,0.010875907,0.00035568557,6.9654266e-7,0.000016356635,0.0000058175724,0.0004997742],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993346,0.00004744346,0.00008907878,0.00017146303,0.000113097914,0.00024433533],"domain_scores_gemma":[0.99962246,0.00008105295,0.00003948112,0.00015252696,0.000014139047,0.00009033642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012247791,0.00010720468,0.000112716305,0.000020978703,0.00018410479,0.00007474648,0.00029986785,0.000030043435,0.00040529607],"category_scores_gemma":[0.00001691414,0.000063071355,0.00003361025,0.00018226566,0.00009408494,0.00013992042,0.000018153669,0.00023923362,0.0002165518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019498427,0.000010351716,0.082015745,0.000053637083,0.00004615461,0.00009188772,0.003742885,0.04742199,0.00013774067,0.000046331486,0.43602422,0.43021408],"study_design_scores_gemma":[0.00012585125,0.00014430584,0.0025186683,0.000029126359,0.000012485966,0.00002765474,0.00022233669,0.9391124,0.0005491754,0.000039751427,0.05705335,0.0001648838],"about_ca_topic_score_codex":0.00026344648,"about_ca_topic_score_gemma":0.000010568222,"teacher_disagreement_score":0.89169043,"about_ca_system_score_codex":0.0000026254363,"about_ca_system_score_gemma":0.000009989432,"threshold_uncertainty_score":0.44377077},"labels":[],"label_agreement":null},{"id":"W3091387160","doi":"10.1190/geo2019-0781.1","title":"Improving the resolution of impedance inversion in karst systems by incorporating diffraction information: A case study of Tarim Basin, China","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Inversion (geology); Karst; Geology; Electrical impedance; Diffraction; Inverse transform sampling; Tarim basin; Structural basin; Computer science; Geomorphology; Surface wave; Optics; Physics","score_opus":0.010959035448911959,"score_gpt":0.19400162548753802,"score_spread":0.18304259003862605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091387160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99832755,0.00005339648,0.00091628934,0.00013107412,0.00010057966,0.00026601402,0.000026871528,0.000027103291,0.00015110562],"genre_scores_gemma":[0.9996227,0.0000060176144,0.00011078865,0.00018983483,0.00003133694,0.0000013413666,0.000033684304,0.0000015027782,0.000002784682],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922603,0.000093778894,0.0002963607,0.000095165786,0.00019754098,0.00009109137],"domain_scores_gemma":[0.99939203,0.000054472926,0.00035705863,0.00012223028,0.00004847479,0.000025701233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002388671,0.000073940304,0.00013304465,0.000039128536,0.00010566787,0.000023402928,0.00010842982,0.000029944078,0.000004108718],"category_scores_gemma":[0.00004836279,0.000056327277,0.000022619048,0.00033722,0.00004136872,0.00063719566,0.000020685708,0.00014709533,0.0000050380877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036219618,0.00036057783,0.5802589,0.0010681662,0.00005599065,0.000093344795,0.06245474,0.032294333,0.0049050124,0.000114272974,0.015689177,0.30234328],"study_design_scores_gemma":[0.0004297032,0.00050595484,0.017310884,0.000043838536,0.00001582975,0.00002084905,0.026405582,0.9540309,0.00084175926,0.00005632639,0.00023493744,0.00010345537],"about_ca_topic_score_codex":0.14393654,"about_ca_topic_score_gemma":0.000093139264,"teacher_disagreement_score":0.92173654,"about_ca_system_score_codex":0.000008012291,"about_ca_system_score_gemma":0.000030971903,"threshold_uncertainty_score":0.8617641},"labels":[],"label_agreement":null},{"id":"W3091412396","doi":"10.1190/segam2020-3422219.1","title":"Ultra-high frequency reflections using an electromagnetic driven seismic vibrator","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Seismic vibrator; Seismology; Broadband; Seismic survey; Geology; Reflection (computer programming); Acoustics; Vibrator (electronic); Seismic wave; Physics; Optics; Computer science","score_opus":0.0321140566906273,"score_gpt":0.24800345404964533,"score_spread":0.21588939735901802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091412396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9551978,0.00009289667,0.014228042,0.0033415488,0.00020584062,0.00017409277,0.000032159387,0.00081622,0.025911411],"genre_scores_gemma":[0.9463838,0.000022918124,0.040336944,0.012942705,0.00014850411,5.04817e-7,0.00005218314,0.0000055301116,0.000106933876],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990566,0.0000725794,0.00015957319,0.000291165,0.00015041539,0.00026969617],"domain_scores_gemma":[0.99953145,0.000025062107,0.00004174675,0.0001497741,0.000031469586,0.00022048243],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006171641,0.00012404789,0.00012357006,0.00006757276,0.00021419469,0.00007285426,0.00020671834,0.00005667828,0.004175085],"category_scores_gemma":[0.000023229,0.000107989734,0.000042018048,0.0003420142,0.00005996594,0.0004030477,0.000003782328,0.00016498117,0.00022714623],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008871191,0.00014967781,0.06874533,0.00007134654,0.0000906564,0.00009737752,0.0026607476,0.007585763,0.8311825,0.00096659514,0.039432753,0.048928533],"study_design_scores_gemma":[0.0005190372,0.0021443996,0.00865523,0.000023708471,0.000071931405,0.00012268506,0.00075592956,0.7875062,0.17792289,0.005589709,0.015791845,0.0008964068],"about_ca_topic_score_codex":0.012142438,"about_ca_topic_score_gemma":0.00008930234,"teacher_disagreement_score":0.77992046,"about_ca_system_score_codex":0.0000071114305,"about_ca_system_score_gemma":0.00007607056,"threshold_uncertainty_score":0.9967352},"labels":[],"label_agreement":null},{"id":"W3091487708","doi":"10.1190/segam2020-3427798.1","title":"The role of fiber geometry and gauge length in multiparameter elastic FWI of coiled DAS fiber data","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fiber; Gauge (firearms); Geometry; Computer science; Mathematics; Materials science; Composite material","score_opus":0.02205343156006277,"score_gpt":0.23713938977211865,"score_spread":0.2150859582120559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091487708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98252434,0.001793756,0.000047032518,0.0009456451,0.000043299493,0.00015263174,0.00021220966,0.000040475872,0.014240592],"genre_scores_gemma":[0.9968406,0.00013751409,0.0021994114,0.00045176773,0.00001213626,2.3588153e-7,0.000054866876,0.0000019599684,0.00030150687],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932843,0.000046163343,0.00019573054,0.00017280469,0.00013179415,0.00012505944],"domain_scores_gemma":[0.99917686,0.00045576686,0.000059427894,0.00024087152,0.000017182338,0.00004989715],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022888738,0.000068567,0.00013502521,0.00004302816,0.000032240278,0.000015166079,0.00029673686,0.00003326136,0.0017437009],"category_scores_gemma":[0.00018252684,0.000042314226,0.000017004433,0.00016132192,0.00013617513,0.00014079969,0.000058118516,0.000093669274,0.000053117838],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001417326,0.000029502184,0.21663596,0.000059636586,0.000036855436,0.000003263208,0.0004629985,0.000117396485,0.00031657424,0.00004756971,0.028572533,0.753576],"study_design_scores_gemma":[0.00067097374,0.00028584735,0.0777171,0.00005584092,0.000032120322,0.000006144555,0.0009178599,0.62831646,0.015752163,0.0008837085,0.27510512,0.00025665195],"about_ca_topic_score_codex":0.0033648212,"about_ca_topic_score_gemma":0.000060634273,"teacher_disagreement_score":0.7533193,"about_ca_system_score_codex":6.751967e-7,"about_ca_system_score_gemma":0.000016154212,"threshold_uncertainty_score":0.9991688},"labels":[],"label_agreement":null},{"id":"W3091628443","doi":"10.1190/segam2020-3420270.1","title":"Microseismic signal reconstruction by block matching with a novel matching criterion","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Matching (statistics); Microseism; Computer science; Block (permutation group theory); SIGNAL (programming language); Algorithm; Mathematics; Geology; Statistics; Combinatorics; Seismology","score_opus":0.012121326086978032,"score_gpt":0.19539663188439427,"score_spread":0.18327530579741624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091628443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90339804,0.00010627151,0.083858915,0.0050303857,0.000113950766,0.00012962808,0.0000790291,0.00044667846,0.00683709],"genre_scores_gemma":[0.9639573,0.000015359272,0.02355348,0.012097003,0.00006987851,4.8127197e-7,0.000050577724,0.000005487068,0.00025041777],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991888,0.00002320254,0.00015802472,0.00026859957,0.00015526569,0.00020612066],"domain_scores_gemma":[0.9996913,0.000031623833,0.00006129013,0.00007540962,0.0000218153,0.00011854258],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010086479,0.00013039549,0.00012756982,0.000041862586,0.0001677265,0.00011647882,0.00013447218,0.000044881515,0.0011444037],"category_scores_gemma":[0.0000033360257,0.00009949447,0.000033288605,0.000133796,0.000057573856,0.00035023922,0.000009059146,0.00017655722,0.00008772631],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004560107,0.00006106535,0.039640393,0.00016208472,0.000088443834,0.000032306863,0.0049679764,0.0026835075,0.25792238,0.00006960702,0.097538754,0.5963775],"study_design_scores_gemma":[0.0035673573,0.0020449662,0.00646199,0.0005985259,0.00012867044,0.0025178224,0.013428261,0.52341056,0.26148155,0.0036163484,0.17986417,0.0028797633],"about_ca_topic_score_codex":0.0046163243,"about_ca_topic_score_gemma":0.000018062194,"teacher_disagreement_score":0.5934977,"about_ca_system_score_codex":0.0000042913134,"about_ca_system_score_gemma":0.00002480352,"threshold_uncertainty_score":0.9997687},"labels":[],"label_agreement":null},{"id":"W3091689436","doi":"10.1190/segam2020-3420166.1","title":"Application of 3D LSRTM to an onshore walkaway VSP for CO<sub>2</sub> monitoring","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Computer science","score_opus":0.025536040364569274,"score_gpt":0.25293140725759944,"score_spread":0.22739536689303017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091689436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8886752,0.000050744296,0.10410862,0.0025021909,0.00012647142,0.00052640773,0.000079289886,0.00031012265,0.0036209626],"genre_scores_gemma":[0.9825773,0.00001131191,0.015578185,0.0015850994,0.00014673175,0.0000052040027,0.00007278261,0.0000033530357,0.000020027786],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993946,0.000014528477,0.0001373314,0.0001947136,0.00012011668,0.00013869192],"domain_scores_gemma":[0.99960744,0.000046588102,0.000037377886,0.0001256363,0.00004326822,0.00013966848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001252148,0.00007275431,0.0001047317,0.00004359791,0.00006447077,0.000018248398,0.00016109014,0.00003674836,0.000055464363],"category_scores_gemma":[0.000027112561,0.00006267308,0.000029328123,0.00013280503,0.00002187739,0.00013443101,0.000005934895,0.00004849607,0.000069550166],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006080749,0.000014722496,0.09684906,0.00004172108,0.0000074069453,4.4572036e-7,0.00043331855,0.00038694433,0.049590103,0.000059168462,0.01844598,0.8341103],"study_design_scores_gemma":[0.00011992529,0.00034103214,0.011305252,0.000009873144,0.000008022631,0.0000010446586,0.00035950716,0.08159396,0.8762602,0.00017716284,0.029683378,0.0001406265],"about_ca_topic_score_codex":0.00057154114,"about_ca_topic_score_gemma":0.000009100518,"teacher_disagreement_score":0.8339697,"about_ca_system_score_codex":0.0000025313727,"about_ca_system_score_gemma":0.000016050382,"threshold_uncertainty_score":0.25557342},"labels":[],"label_agreement":null},{"id":"W3091722481","doi":"10.1190/segam2020-3426826.1","title":"Numerical analysis of a deep learning formulation of multi-parameter elastic full waveform inversion","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Computer science; Waveform; Algorithm; Geology; Seismology; Telecommunications","score_opus":0.021553542828895326,"score_gpt":0.22863226282641333,"score_spread":0.207078719997518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091722481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7137157,0.000043197684,0.2836357,0.00024274735,0.000032643948,0.00007800852,0.000004797576,0.00008675978,0.0021604612],"genre_scores_gemma":[0.9864214,0.000009850223,0.013029749,0.00043134953,0.000006679313,1.2546386e-7,0.00007132329,0.0000014534506,0.000028083447],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933475,0.000034663037,0.00022257332,0.00013284956,0.00016950643,0.000105665174],"domain_scores_gemma":[0.9995794,0.0001226695,0.000118147575,0.00006703944,0.00004365079,0.0000690422],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009721741,0.000067629226,0.0002061735,0.0001716276,0.000035926198,0.0000065481095,0.00009146191,0.00004058833,0.0020880753],"category_scores_gemma":[0.0001322685,0.00005117095,0.00011912175,0.00065659836,0.000031508473,0.00014328926,0.000008919173,0.00008493915,0.000035852314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017340908,0.00003220423,0.6483535,0.000059936367,0.00026202778,0.0000016781332,0.0015525857,0.09982443,0.0011604879,0.000023136881,0.00023399721,0.24832259],"study_design_scores_gemma":[0.00012505203,0.00021198415,0.034700036,0.000004169735,0.0001218191,3.1558298e-7,0.00020789511,0.9602057,0.0040533543,0.00001941362,0.00028869425,0.000061565486],"about_ca_topic_score_codex":0.001730698,"about_ca_topic_score_gemma":0.000019111174,"teacher_disagreement_score":0.86038125,"about_ca_system_score_codex":0.0000026899136,"about_ca_system_score_gemma":0.000007249109,"threshold_uncertainty_score":0.9988242},"labels":[],"label_agreement":null},{"id":"W3091734521","doi":"10.1190/segam2020-3428070.1","title":"Double-wavelet double-difference time-lapse waveform inversion","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Wavelet; Geology; Waveform; Wavelet transform; Computer science; Acoustics; Seismology; Artificial intelligence; Physics; Telecommunications","score_opus":0.031231925154567373,"score_gpt":0.21506190845523396,"score_spread":0.18382998330066658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091734521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54221034,0.00018018114,0.0017633908,0.020035606,0.0004126785,0.0005133175,0.0000482704,0.0016325616,0.43320364],"genre_scores_gemma":[0.9710496,0.000055564924,0.0029087663,0.019202782,0.00014077738,8.541927e-7,0.00016237223,0.000005661415,0.006473608],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988397,0.000020937856,0.00019574694,0.0003350496,0.00029226925,0.00031633372],"domain_scores_gemma":[0.9993964,0.00003524702,0.00005741507,0.00019295889,0.000034919092,0.00028309185],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013066319,0.00017153549,0.00018249254,0.00006686062,0.0001582234,0.000077778524,0.0003465451,0.000083264174,0.0120567735],"category_scores_gemma":[0.000008947113,0.00012753105,0.00007158451,0.0002672343,0.00008796568,0.00028122345,0.000037002963,0.00019209075,0.0044861683],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011823081,0.00004191428,0.028310388,0.00007826194,0.000040485993,0.000057829126,0.0012692008,0.00008140772,0.002103977,0.0005436717,0.7092229,0.25706762],"study_design_scores_gemma":[0.0038844112,0.00068378344,0.0039375424,0.000051706877,0.00003627402,0.000032000895,0.0004901409,0.5100796,0.10782215,0.0009871164,0.37105802,0.0009372735],"about_ca_topic_score_codex":0.004118592,"about_ca_topic_score_gemma":0.000018838917,"teacher_disagreement_score":0.5099982,"about_ca_system_score_codex":0.0000061807364,"about_ca_system_score_gemma":0.000045758577,"threshold_uncertainty_score":0.99628896},"labels":[],"label_agreement":null},{"id":"W3092325037","doi":"10.20944/preprints202010.0059.v1","title":"3-D Kernel Density Imaging Based on the Euler Deconvolution of Tensor Gravity Data","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hunan University of Science and Technology; Hunan University; National Natural Science Foundation of China","keywords":"Kernel density estimation; Euler's formula; Kernel (algebra); Deconvolution; Probability density function; Series (stratigraphy); Multivariate statistics; Mathematics; Probability distribution; Distribution (mathematics); Uncorrelated; Algorithm; Computer science; Statistical physics; Applied mathematics; Statistics; Geology; Mathematical analysis; Physics; Combinatorics","score_opus":0.15567796397216765,"score_gpt":0.3101305568599896,"score_spread":0.15445259288782193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092325037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974676,0.00013168046,0.0027572776,0.011290559,0.0009134441,0.00063366373,0.00052640616,0.00036836663,0.008702571],"genre_scores_gemma":[0.99484915,0.00004239378,0.0008082405,0.003465015,0.00011008295,0.0000031837508,0.00064077636,0.000009634115,0.00007154935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975219,0.00032953953,0.00040129438,0.0010002882,0.0004671508,0.00027985382],"domain_scores_gemma":[0.9967203,0.00036494018,0.0003653468,0.0023119897,0.000119283,0.00011812103],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014686841,0.0002851605,0.00035676296,0.00010483021,0.00016925503,0.000033164084,0.0017817636,0.00013491606,0.0020299603],"category_scores_gemma":[0.0008912842,0.00021580776,0.00014511612,0.00014283859,0.00026387328,0.00012659625,0.0008118833,0.000910231,0.00091721205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006009166,0.000028616434,0.990876,0.00007085185,0.000025425594,0.000007430532,0.00009500262,0.00064533425,0.00023267602,0.000020818148,0.0047725975,0.0031651126],"study_design_scores_gemma":[0.000103686696,0.000009967486,0.6827137,0.00012456438,0.000044531338,0.0000026680552,0.000059283717,0.3005072,0.010094837,0.0024365378,0.003687336,0.00021570863],"about_ca_topic_score_codex":0.010326989,"about_ca_topic_score_gemma":0.000034722783,"teacher_disagreement_score":0.30816236,"about_ca_system_score_codex":0.000018072828,"about_ca_system_score_gemma":0.00018478408,"threshold_uncertainty_score":0.9998607},"labels":[],"label_agreement":null},{"id":"W3092672287","doi":"10.1002/essoar.10504532.1","title":"Multi-solver spectral-element and adjoint methods","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"European Research Council; Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Hessian matrix; Solver; Finite element method; Spectral element method; Computation; Convergence (economics); Computer science; Applied mathematics; Inversion (geology); Algorithm; Mathematical optimization; Computational science; Mathematics; Mixed finite element method; Physics; Geology","score_opus":0.06573502344701314,"score_gpt":0.31759608736256484,"score_spread":0.2518610639155517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092672287","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018545855,0.006266048,0.828647,0.031796776,0.0032417031,0.0017325754,0.00037007,0.0023806563,0.10701932],"genre_scores_gemma":[0.076851286,0.00070197077,0.9134359,0.007553491,0.0001329681,0.00000214458,0.00016038275,0.000006586581,0.0011553199],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986788,0.0001338034,0.0002475304,0.00053585105,0.00016679426,0.00023722484],"domain_scores_gemma":[0.99938065,0.00006732053,0.000089433954,0.00025907948,0.000024190633,0.00017933125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045426076,0.00023181643,0.00029229518,0.000084196596,0.00007389503,0.000109718196,0.00024379471,0.00013115599,0.0050211446],"category_scores_gemma":[0.000041852916,0.00018217579,0.00009277356,0.000060737137,0.00008360151,0.00006388678,0.00015792849,0.00047984233,0.00013711421],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003318811,0.000032936106,0.0276904,0.00025944423,0.0001281909,0.000040398052,0.00080497505,0.00023005738,0.0004056672,0.00014163842,0.18508865,0.78514445],"study_design_scores_gemma":[0.00035485486,0.000153187,0.04013161,0.00009510941,0.000072771065,0.000017114688,0.00035670548,0.7199443,0.015157993,0.009919073,0.21303321,0.0007640851],"about_ca_topic_score_codex":0.008968564,"about_ca_topic_score_gemma":0.00005911975,"teacher_disagreement_score":0.7843804,"about_ca_system_score_codex":0.000006086737,"about_ca_system_score_gemma":0.000053473395,"threshold_uncertainty_score":0.9976308},"labels":[],"label_agreement":null},{"id":"W3092785711","doi":"10.1016/j.jappgeo.2023.105014","title":"PP-wave reflection coefficient for vertically cracked media: Single set of aligned cracks","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transverse isotropy; Perpendicular; Amplitude; Azimuth; Isotropy; Orthotropic material; Reflection coefficient; Reflection (computer programming); Geometry; Optics; Saturation (graph theory); Geology; Symmetry (geometry); Rotational symmetry; Wavenumber; Computational physics; Mechanics; Physics; Mathematics; Finite element method","score_opus":0.036412256582538154,"score_gpt":0.24805575746521624,"score_spread":0.21164350088267808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092785711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830462,0.000060281407,0.00945263,0.0009623947,0.0010390873,0.0002847042,0.00008462719,0.00011147022,0.0049586296],"genre_scores_gemma":[0.9960142,0.000046936395,0.0030786772,0.00045063728,0.0003063742,8.372657e-7,0.000054766548,0.0000060983966,0.000041489373],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988824,0.00002044253,0.0003955741,0.00011936568,0.0003697933,0.00021241873],"domain_scores_gemma":[0.9989353,0.00033556257,0.00031512414,0.00011693192,0.00021206253,0.0000850416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004953326,0.00010275182,0.00025077572,0.00012476437,0.0000863906,0.00002544202,0.00013964165,0.00007092971,0.000055057488],"category_scores_gemma":[0.00007830448,0.00008375711,0.00012240447,0.00040525792,0.00008246053,0.00010018542,0.000010796679,0.00011466039,0.00003718557],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030420248,0.00039184449,0.00077315664,0.00031036613,0.00031004567,0.00006008171,0.0061230813,0.012713291,0.14504226,0.002179301,0.27735838,0.5516962],"study_design_scores_gemma":[0.0036615664,0.0037631218,0.0098852385,0.00025543233,0.00038107985,0.00007292515,0.004761225,0.15402628,0.5872331,0.156324,0.078765556,0.0008704509],"about_ca_topic_score_codex":0.000046510606,"about_ca_topic_score_gemma":0.0000032900516,"teacher_disagreement_score":0.5508257,"about_ca_system_score_codex":0.000010859602,"about_ca_system_score_gemma":0.000068020156,"threshold_uncertainty_score":0.34155157},"labels":[],"label_agreement":null},{"id":"W3093204117","doi":"10.1190/geo2020-0205.1","title":"Observing maturing source rocks on seismic reflection data","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Kerogen; Source rock; Porosity; Mineralogy; Compaction; Maturity (psychological); Sedimentary rock; Overpressure; Amplitude; Structural basin; Basin modelling; Petrology; Geomorphology; Geotechnical engineering; Geochemistry","score_opus":0.06366891699333187,"score_gpt":0.24268780752754246,"score_spread":0.1790188905342106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093204117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9401276,0.00019145486,0.024962936,0.0069829253,0.0007502092,0.00023374557,0.00011534936,0.0012482656,0.025387526],"genre_scores_gemma":[0.98754644,0.000019088366,0.0005782863,0.010954393,0.00038019574,2.4230368e-7,0.00024546444,0.000005265535,0.000270596],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992247,0.000033584452,0.00009666991,0.0002933648,0.0001718083,0.00017986062],"domain_scores_gemma":[0.99948645,0.00004569163,0.00004841404,0.00032993432,0.000012068791,0.000077426645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009024226,0.00010175335,0.00010144118,0.00002192531,0.00015456046,0.00005782827,0.00039623358,0.00003687646,0.00013580322],"category_scores_gemma":[0.000030681742,0.00009027132,0.0000267626,0.00016938089,0.000018294519,0.00027123032,0.000052288866,0.00020315804,0.00065628503],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099757985,0.000013925072,0.016062379,0.00006840541,0.000023392773,0.000011650778,0.00064980413,0.015418571,0.00044926285,0.000012142855,0.099815756,0.86737496],"study_design_scores_gemma":[0.0001464188,0.000213855,0.0036518506,0.000035275716,0.000015619264,0.0000038623407,0.00012642005,0.7937919,0.0050485693,0.0006332815,0.19611533,0.00021759645],"about_ca_topic_score_codex":0.0018659855,"about_ca_topic_score_gemma":0.000004418442,"teacher_disagreement_score":0.86715734,"about_ca_system_score_codex":0.0000032556716,"about_ca_system_score_gemma":0.00001495827,"threshold_uncertainty_score":0.8435435},"labels":[],"label_agreement":null},{"id":"W3093264930","doi":"10.1190/int-2019-0197.1","title":"Seismic-based characterization of reservoir heterogeneity within the Meramec interval of the STACK play, Central Oklahoma","year":2020,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Petrophysics; Porosity; Calcite; Carbonate; Reservoir modeling; Seismic inversion; Drilling; Lithology; Petrology; Petroleum reservoir; Mineralogy; Diagenesis; Petroleum engineering; Geotechnical engineering","score_opus":0.01740541976244987,"score_gpt":0.22556046549849032,"score_spread":0.20815504573604046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093264930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98140824,0.000017597631,0.014189275,0.0036595175,0.0002467992,0.0001778335,0.000102268794,0.00003377505,0.00016471856],"genre_scores_gemma":[0.99635357,0.0000025685408,0.00019461727,0.0033257317,0.000026568552,9.4637033e-7,0.0000823376,0.000003102937,0.000010546692],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990755,0.00018612189,0.00029004936,0.00013149665,0.00021686722,0.000100005964],"domain_scores_gemma":[0.9993865,0.00007031233,0.0002733593,0.00016728058,0.000067491084,0.00003505865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018051147,0.000082194994,0.000117073345,0.00002664957,0.000057333535,0.00002367168,0.0003193947,0.00003726756,0.00010464193],"category_scores_gemma":[0.00011014408,0.00004852508,0.000087067456,0.00016638901,0.00012787571,0.000157692,0.000018074099,0.00011813809,0.000006527697],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016703493,0.00009285785,0.7500298,0.00034513813,0.00014947826,0.0000026181688,0.027706672,0.068629816,0.09008192,0.000108288106,0.0034077025,0.057775375],"study_design_scores_gemma":[0.00009800652,0.00010564938,0.10014284,0.00005957718,0.000012061417,9.1929456e-7,0.00012968728,0.6806839,0.2183075,0.00006371923,0.0003493387,0.000046810677],"about_ca_topic_score_codex":0.00088352675,"about_ca_topic_score_gemma":0.000050343897,"teacher_disagreement_score":0.64988697,"about_ca_system_score_codex":0.0000054944358,"about_ca_system_score_gemma":0.00005085957,"threshold_uncertainty_score":0.19787954},"labels":[],"label_agreement":null},{"id":"W3094154459","doi":"","title":"Using DAS for reflection seismology - lessons learned from three field studies","year":2017,"lang":"en","type":"article","venue":"eSpace (Curtin University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Field (mathematics); Geology; Seismology; Computer science; Mathematics","score_opus":0.22493196337507884,"score_gpt":0.36753566377422625,"score_spread":0.1426037003991474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094154459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88469046,0.0003286221,0.056013938,0.041386083,0.0014087973,0.00030262477,0.00008883308,0.00030010066,0.015480516],"genre_scores_gemma":[0.9798688,0.00021314874,0.012738894,0.0008622712,0.00015756114,1.4841466e-7,0.000021510557,0.0000049899577,0.0061326646],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935454,0.000043644915,0.00006566739,0.00026037078,0.00007453422,0.0002012458],"domain_scores_gemma":[0.99924475,0.00020848868,0.00014559708,0.0002910652,0.00005979316,0.00005031295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013910753,0.000098340846,0.00015317881,0.000121296885,0.0009728398,0.000056034412,0.00031106052,0.000087144115,0.00013569457],"category_scores_gemma":[0.00023069524,0.00009869466,0.00006429125,0.00006848099,0.0001389712,0.00032033667,0.00004642032,0.00012070821,0.000020408952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014179542,0.00005816808,0.5303529,0.00006607145,0.000511168,0.00017525376,0.002586708,0.001223235,0.0022824525,0.0051003243,0.07029436,0.3859314],"study_design_scores_gemma":[0.0014681667,0.00054469716,0.02950187,0.00013197317,0.0002293895,0.000009565204,0.0049439054,0.058129363,0.01574854,0.028839452,0.85979867,0.00065443054],"about_ca_topic_score_codex":0.013201409,"about_ca_topic_score_gemma":0.002923024,"teacher_disagreement_score":0.7895043,"about_ca_system_score_codex":0.000016565748,"about_ca_system_score_gemma":0.00003821181,"threshold_uncertainty_score":0.99336976},"labels":[],"label_agreement":null},{"id":"W3094851177","doi":"10.1190/tle39110794.1","title":"Case study of hydraulic fracture monitoring using multiwell integrated analysis based on low-frequency DAS data","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stornoway Diamond (Canada); Trusted Positioning (Canada)","funders":"","keywords":"Fracture (geology); Offset (computer science); Perpendicular; Geology; Hydraulic fracturing; Data acquisition; Low frequency; Fracture mechanics; Acoustics; Materials science; Geotechnical engineering; Computer science; Composite material; Geometry; Mathematics; Telecommunications","score_opus":0.09523906812978651,"score_gpt":0.31383792645833797,"score_spread":0.21859885832855147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094851177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955126,0.000063616884,0.0030769426,0.00046860325,0.0001342284,0.00017219533,0.000045618526,0.00011280302,0.00041340428],"genre_scores_gemma":[0.99732155,0.0000030996177,0.0010810853,0.0014092915,0.00009408989,3.267265e-7,0.00006793215,0.0000054948464,0.000017159204],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886495,0.00018734184,0.00022110142,0.00032242102,0.00022510129,0.00017906225],"domain_scores_gemma":[0.9988832,0.00022991993,0.00012672588,0.00064464443,0.000037052647,0.00007846596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038899446,0.00014439324,0.00024426513,0.00015235372,0.0001935293,0.000049685994,0.00062108197,0.000045755074,0.00016116301],"category_scores_gemma":[0.00012175156,0.00009424789,0.000055520853,0.00092166284,0.000056105786,0.0001713757,0.000030226687,0.0003066159,0.000041736705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100845624,0.00019755222,0.75159687,0.000056388086,0.0003980465,0.0010541922,0.011343316,0.20176943,0.0007653651,5.471851e-7,0.00507299,0.027644485],"study_design_scores_gemma":[0.00021209425,0.00014178145,0.0024032178,0.00003310092,0.00028293746,0.000016691512,0.0036995192,0.9902032,0.002387023,0.000005449353,0.00048257926,0.00013239941],"about_ca_topic_score_codex":0.031228399,"about_ca_topic_score_gemma":0.00007719043,"teacher_disagreement_score":0.7884338,"about_ca_system_score_codex":0.000008005893,"about_ca_system_score_gemma":0.00003338743,"threshold_uncertainty_score":0.9752227},"labels":[],"label_agreement":null},{"id":"W3095548837","doi":"10.2118/202836-ms","title":"Seismic Facies Classification using Generative Topographic Mapping – A Case Study from Offshore Nova Scotia","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facies; Cluster analysis; Artificial intelligence; A priori and a posteriori; Computer science; Geology; Seismic attribute; Submarine pipeline; Pattern recognition (psychology); Machine learning; Data mining; Geophysics","score_opus":0.10478043043459549,"score_gpt":0.26932443432639275,"score_spread":0.16454400389179724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095548837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973265,0.0001164808,0.023857186,0.0012321408,0.00016348447,0.00026557146,0.000046192956,0.00021673764,0.00083723065],"genre_scores_gemma":[0.9881193,0.0000059914796,0.008022475,0.003648658,0.000106417225,3.904079e-7,0.000062339204,0.0000038330563,0.000030574636],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989504,0.00010906913,0.0002191005,0.0003593615,0.00018267299,0.00017937808],"domain_scores_gemma":[0.9995562,0.000053455915,0.00007379787,0.00015777473,0.000046611905,0.00011217135],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012705015,0.00014596453,0.0001646513,0.00010636228,0.00018732662,0.000111250556,0.00014633237,0.000046416873,0.0013439324],"category_scores_gemma":[0.000021198612,0.00012061428,0.00005239536,0.00040769775,0.00007685723,0.00026637406,0.000016652852,0.00014591713,0.00012097214],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001336483,0.000033212593,0.96654505,0.000007521664,0.000054319476,0.00034912475,0.007525628,0.001072257,0.0008129033,0.000005190152,0.004917504,0.018663922],"study_design_scores_gemma":[0.00020811812,0.00011615005,0.032503895,0.000009962355,0.000027429936,0.000115471405,0.04938767,0.91493064,0.0010943032,0.000085342836,0.0013004347,0.00022059737],"about_ca_topic_score_codex":0.09394442,"about_ca_topic_score_gemma":0.0011317278,"teacher_disagreement_score":0.93404114,"about_ca_system_score_codex":0.0000041102207,"about_ca_system_score_gemma":0.000036063986,"threshold_uncertainty_score":0.999569},"labels":[],"label_agreement":null},{"id":"W3095625311","doi":"","title":"Relative Plate Motions and Stress Orientations in the Offshore and Continental Region of British Columbia From Regional Moment Tensor Analysis","year":2001,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Geology; Moment (physics); Geodesy; Continental shelf; Moment tensor; Stress (linguistics); Geography; Geometry; Oceanography; Mathematics; Physics; Deformation (meteorology); Classical mechanics","score_opus":0.01731014598624575,"score_gpt":0.21920656701031152,"score_spread":0.20189642102406577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095625311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99725115,0.0002850758,0.00004127426,0.0006329509,0.000026142086,0.00010951874,0.0001864636,0.000021007452,0.0014464295],"genre_scores_gemma":[0.9982252,0.00034837757,0.00073305314,0.00023895147,0.000018462999,0.0000015850413,0.00025363642,0.0000018931476,0.0001788508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999172,0.00007715046,0.00024187037,0.00020624962,0.00017148453,0.00013128913],"domain_scores_gemma":[0.9994149,0.00026050347,0.00014421254,0.00009348294,0.00003978297,0.000047107693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023247463,0.00006270015,0.00014331687,0.000073007606,0.00013546771,0.00008936207,0.00008169717,0.000045409593,0.000013357311],"category_scores_gemma":[0.000050188846,0.000068195804,0.000035974732,0.00026925647,0.00014597243,0.00017149196,0.00000827367,0.00012682687,0.0000012184283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050454573,0.000022758875,0.9940769,0.000003192596,0.0000362767,0.000038701546,0.0007546033,0.0005353166,0.0000045061424,0.0000025274467,0.0015715798,0.002948588],"study_design_scores_gemma":[0.00019782606,0.00003277982,0.9914034,0.0000916717,0.00008217672,0.000033786764,0.0027298909,0.004440966,0.000007196399,0.00040453914,0.0004999097,0.000075866505],"about_ca_topic_score_codex":0.62115955,"about_ca_topic_score_gemma":0.3031328,"teacher_disagreement_score":0.31802678,"about_ca_system_score_codex":0.0000039972524,"about_ca_system_score_gemma":0.000010081342,"threshold_uncertainty_score":0.7095832},"labels":[],"label_agreement":null},{"id":"W3096005869","doi":"10.1093/jge/gxaa053","title":"Comparing different approaches of time-lapse seismic inversion","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Estadual de Campinas; CMG Reservoir Simulation Foundation","keywords":"Inversion (geology); Seismic inversion; Geology; Bayesian probability; Amplitude; Algorithm; Seismology; Computer science; Mathematics; Artificial intelligence","score_opus":0.023883323389801824,"score_gpt":0.16700406527329908,"score_spread":0.14312074188349727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096005869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956722,0.0002903162,0.003421803,0.00026087795,0.000065779415,0.000020350466,0.0000022497504,0.000013616856,0.0002527655],"genre_scores_gemma":[0.99881566,0.000109501445,0.00084299606,0.0001294988,0.000091580034,2.7071335e-8,0.0000025176682,0.0000024231097,0.0000057956195],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995717,0.000007894657,0.00016519104,0.000055803535,0.00011695457,0.00008244992],"domain_scores_gemma":[0.99972886,0.000029494986,0.0001003346,0.000035646954,0.000019148509,0.000086490814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006683308,0.000070843314,0.00018889192,0.0000459994,0.000021491966,0.000014688093,0.00008475431,0.000019627216,0.00001703411],"category_scores_gemma":[0.000010530289,0.00005517237,0.00005109591,0.00006988011,0.000017209704,0.00012932348,0.000012306675,0.00012613245,0.0000033030863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003582924,0.00014439883,0.28118384,0.0013784644,0.00044092222,0.00006707051,0.005452552,0.3410351,0.044542048,0.0003254767,0.012624183,0.31244767],"study_design_scores_gemma":[0.00017880122,0.00014248375,0.011571628,0.00006189602,0.000018380268,0.000008562916,0.00009750415,0.9823883,0.004637876,0.000111790105,0.0007058512,0.00007689728],"about_ca_topic_score_codex":0.000037364105,"about_ca_topic_score_gemma":9.1281315e-8,"teacher_disagreement_score":0.64135325,"about_ca_system_score_codex":0.0000020521159,"about_ca_system_score_gemma":0.0000071425598,"threshold_uncertainty_score":0.2249864},"labels":[],"label_agreement":null},{"id":"W3097860441","doi":"10.1190/geo2019-0806.1","title":"Interpolated multichannel singular spectrum analysis: A reconstruction method that honors true trace coordinates","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Algorithm; Grid; Computer science; Singular spectrum analysis; Filter (signal processing); Convergence (economics); TRACE (psycholinguistics); Singular value decomposition; Mathematics; Geometry; Artificial intelligence; Computer vision; Image (mathematics)","score_opus":0.017565832381385576,"score_gpt":0.22288483137339057,"score_spread":0.205318998992005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097860441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83481306,0.00036260995,0.15673587,0.004870183,0.00053556095,0.00023918785,0.00008257297,0.0006616647,0.0016993119],"genre_scores_gemma":[0.98367834,0.000026947939,0.014596846,0.0014112539,0.00011671308,7.568796e-7,0.00007865145,0.000005507573,0.00008500207],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895114,0.000109619,0.00017860344,0.00034840178,0.0001559733,0.00025627177],"domain_scores_gemma":[0.999469,0.000080909136,0.0001193585,0.0001681918,0.000031370626,0.00013119288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015933228,0.00016585989,0.00028241766,0.00012254245,0.00013367811,0.00007959661,0.00019690616,0.00006701162,0.0005098463],"category_scores_gemma":[0.000030048923,0.00014975216,0.0001802669,0.00072755356,0.00006642705,0.00028544106,0.0000140670445,0.00021072043,0.00018871546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002150536,0.000055832024,0.115122005,0.000069497015,0.0011013726,0.000042192525,0.005293824,0.0063447775,0.001426828,0.00011910045,0.004062632,0.86614686],"study_design_scores_gemma":[0.00022469935,0.00013851885,0.011027587,0.000016535672,0.00031008324,0.000011379149,0.0010817348,0.96238106,0.018830447,0.0033765624,0.0023086143,0.0002927867],"about_ca_topic_score_codex":0.0044926684,"about_ca_topic_score_gemma":0.000031237836,"teacher_disagreement_score":0.95603627,"about_ca_system_score_codex":0.000006421517,"about_ca_system_score_gemma":0.000022102011,"threshold_uncertainty_score":0.67916006},"labels":[],"label_agreement":null},{"id":"W3107035205","doi":"","title":"2-D Traveltime Inversion of Near Surface Refractions and Reflections in Support of Hydrological Studies: Utikuma Lake Region, Northern Alberta","year":2004,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Inversion (geology); Geomorphology; Structural basin","score_opus":0.0339381992707366,"score_gpt":0.26410079613860865,"score_spread":0.23016259686787205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107035205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925836,0.00014999374,0.000010555382,0.0012129047,0.0000925873,0.00008966322,0.000004550225,0.000045223307,0.005810962],"genre_scores_gemma":[0.99656504,0.0002452131,0.0028778042,0.00020723039,0.000014655307,4.0125812e-7,0.000007726707,0.00000424259,0.00007770507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892545,0.000047758316,0.00040511126,0.0002457472,0.0001632639,0.00021264424],"domain_scores_gemma":[0.9991787,0.0002881693,0.00023336566,0.00016278183,0.0000688091,0.000068151494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000470095,0.000119145596,0.00023669632,0.00007897862,0.00014829193,0.000012800117,0.000111476314,0.00009247498,0.000020026713],"category_scores_gemma":[0.0003701521,0.00010663378,0.00004600369,0.00023098801,0.00023127282,0.00016104017,0.00001984291,0.00021819005,0.000014700282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007124929,0.0001065235,0.8970838,0.00010265586,0.00004782273,0.000042071984,0.003247111,0.09363337,0.001558628,0.000019484058,0.0004009139,0.003686376],"study_design_scores_gemma":[0.0014888474,0.0008351271,0.9400947,0.0007623822,0.00008271239,0.000122019606,0.0024446847,0.004818609,0.031074569,0.0022282486,0.015460082,0.0005880005],"about_ca_topic_score_codex":0.08220954,"about_ca_topic_score_gemma":0.031165646,"teacher_disagreement_score":0.088814765,"about_ca_system_score_codex":0.000013737083,"about_ca_system_score_gemma":0.00006085092,"threshold_uncertainty_score":0.9865131},"labels":[],"label_agreement":null},{"id":"W3107449072","doi":"10.1007/s12517-020-06250-5","title":"Determination of elastic thickness of the lithosphere using gravity and topography data: a case study for the Golpayegan, Arak, and the Qom Blocks","year":2020,"lang":"en","type":"article","venue":"Arabian Journal of Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Lithosphere; Geodesy; Seismology; Tectonics","score_opus":0.042911957588460184,"score_gpt":0.26658552336159763,"score_spread":0.22367356577313746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107449072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922246,0.001091132,0.0042257155,0.0020379808,0.00015546072,0.00022550982,0.000025188654,0.0000025625666,0.000011864419],"genre_scores_gemma":[0.99796736,0.00007166899,0.0016425018,0.0002777467,0.000035396573,2.4116164e-7,2.2964237e-7,9.610426e-7,0.000003883057],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991077,0.00015691665,0.00027001955,0.00012290872,0.00024956712,0.00009288674],"domain_scores_gemma":[0.9986317,0.0006869703,0.00038740263,0.00015182012,0.000097693075,0.000044369754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017412014,0.00006719981,0.0001614547,0.000030594078,0.00035969677,0.000066798064,0.00050442625,0.00001734799,0.0000066994035],"category_scores_gemma":[0.00032928624,0.000027513466,0.000048187056,0.0002950958,0.0009509176,0.00029623302,0.000046306213,0.000121221325,2.7005942e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016969764,0.000044222637,0.8238408,0.00005375137,0.000044355176,0.00003090454,0.01631173,0.00022522945,0.0000793719,0.00003172253,0.00019089355,0.1589773],"study_design_scores_gemma":[0.0022970384,0.0019113745,0.24957009,0.00023955085,0.00065878424,0.0034935118,0.1049605,0.6297101,0.00078968063,0.0048640124,0.0012431206,0.0002622834],"about_ca_topic_score_codex":0.0029844572,"about_ca_topic_score_gemma":0.0002899045,"teacher_disagreement_score":0.62948483,"about_ca_system_score_codex":8.443831e-7,"about_ca_system_score_gemma":0.0000591218,"threshold_uncertainty_score":0.45116264},"labels":[],"label_agreement":null},{"id":"W3107993365","doi":"10.1109/tgrs.2020.3038405","title":"Seismic Signal Matching and Complex Noise Suppression by Zernike Moments and Trilateral Weighted Sparse Coding","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Algorithm; Computer science; Euclidean distance; Noise (video); Noise measurement; Pattern recognition (psychology); Artificial intelligence; Mathematics; Noise reduction","score_opus":0.021743710441868336,"score_gpt":0.22322340523686238,"score_spread":0.20147969479499403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107993365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6554749,0.000058397367,0.34238917,0.0016510701,0.00014347876,0.0000937528,0.00003042318,0.00008148568,0.00007733191],"genre_scores_gemma":[0.9859442,0.00033582625,0.011097568,0.0024670819,0.000021618658,1.8634635e-8,0.000007975624,0.0000044985554,0.00012117956],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989307,0.000060530772,0.00016515763,0.00038566408,0.00020238373,0.00025555835],"domain_scores_gemma":[0.99957377,0.00006741952,0.00005248426,0.00006995668,0.000016880631,0.00021950537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014365006,0.0001559459,0.00016426666,0.000094776355,0.00065718434,0.00015362728,0.000063648644,0.000057130612,0.000043384982],"category_scores_gemma":[0.0000021439546,0.00012769658,0.000025262052,0.00017004639,0.00023191523,0.00031808662,0.0000024295448,0.00020787187,0.0000061158294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008052987,0.000008317133,0.00014223222,0.000033445656,0.000008357905,0.00001573739,0.0013284243,0.00031859725,0.027291361,3.1678385e-7,0.00064772065,0.97012496],"study_design_scores_gemma":[0.00032043972,0.0001243903,0.00088327937,0.000094942116,0.000016986261,0.00008189172,0.00032885236,0.9801963,0.016247915,0.00016646335,0.0013499062,0.00018864195],"about_ca_topic_score_codex":0.0030204507,"about_ca_topic_score_gemma":0.0000101630385,"teacher_disagreement_score":0.9798777,"about_ca_system_score_codex":0.000004560909,"about_ca_system_score_gemma":0.0000141688315,"threshold_uncertainty_score":0.52073157},"labels":[],"label_agreement":null},{"id":"W3109933743","doi":"10.1190/geo2020-0002.1","title":"A novel time-domain polarization filter based on a correlation matrix analysis","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; ArcelorMittal","keywords":"Covariance matrix; Seismogram; Singular value decomposition; Eigenvalues and eigenvectors; Algorithm; Filter (signal processing); Covariance; Time domain; Polarization (electrochemistry); Mathematics; Computer science; Geology; Physics; Seismology; Statistics","score_opus":0.009588133544653961,"score_gpt":0.19801259434649876,"score_spread":0.1884244608018448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109933743","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15794468,0.000020214657,0.82733786,0.005040381,0.00013996268,0.00024690892,0.0003048189,0.000437,0.0085281655],"genre_scores_gemma":[0.9817451,6.882928e-7,0.008660538,0.008305767,0.000089781934,5.003046e-7,0.00089862035,0.0000035021515,0.00029547993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993545,0.000031709544,0.00010776756,0.00018603752,0.00019772512,0.00012225921],"domain_scores_gemma":[0.9996677,0.000053958946,0.00006296906,0.00012175609,0.000026925327,0.00006667378],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007421282,0.00008752096,0.00011675147,0.00008492629,0.00008452562,0.000039569775,0.000096623124,0.000039739607,0.00093185797],"category_scores_gemma":[0.000020008625,0.00007912779,0.000088227884,0.00071952917,0.000021509342,0.00012227574,0.000004543118,0.00009205715,0.000878745],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048517255,0.00022096891,0.34555075,0.00006691278,0.00038386096,0.000017777938,0.0016373612,0.49352986,0.010066428,0.0006077674,0.049573258,0.09785989],"study_design_scores_gemma":[0.00015200138,0.000087383196,0.02820203,0.0000042905567,0.0000629573,1.9773128e-7,0.000014491339,0.9681269,0.0003022185,0.00027068585,0.0026741389,0.00010271458],"about_ca_topic_score_codex":0.00065148214,"about_ca_topic_score_gemma":0.0000023059988,"teacher_disagreement_score":0.82380044,"about_ca_system_score_codex":0.0000035526114,"about_ca_system_score_gemma":0.000021581134,"threshold_uncertainty_score":0.9999814},"labels":[],"label_agreement":null},{"id":"W3110259445","doi":"10.1785/0220200213","title":"Well-Log-Based Velocity and Density Models for the Montney Unconventional Resource Play in Northeast British Columbia, Canada, Applicable to Induced Seismicity Monitoring and Research","year":2020,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; Geological Survey of Canada; Natural Resources Canada; Geoscience BC","funders":"","keywords":"Hypocenter; Induced seismicity; Geology; Seismology; Microseism","score_opus":0.08305670361254551,"score_gpt":0.2902597192534703,"score_spread":0.2072030156409248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110259445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9280628,0.00010088572,0.001545323,0.069234505,0.00003253014,0.0008248523,0.0000730207,0.000028787448,0.00009730598],"genre_scores_gemma":[0.9822705,0.000015768235,0.0006971769,0.016767794,0.00010385387,0.00003894835,0.000019131025,0.000005697847,0.00008113461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968846,0.000550558,0.00021925865,0.00061166845,0.0009499312,0.0007840049],"domain_scores_gemma":[0.9970685,0.0021646644,0.000028103897,0.00016604812,0.00014627,0.0004263897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033318514,0.00010729368,0.00021315149,0.000078177756,0.0009444614,0.00036574778,0.00041526963,0.00010231599,0.00005359993],"category_scores_gemma":[0.000668907,0.00010762701,0.000033183886,0.0005549786,0.00045122058,0.000090264366,0.00014005956,0.0009744167,0.000004203435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044183672,0.000047450067,0.7654693,0.00010127605,0.000027515272,0.00023455848,0.00041731715,0.010593316,0.00057262427,0.000024962039,0.1456293,0.07644051],"study_design_scores_gemma":[0.00080272875,0.00044198858,0.5487491,0.00008913917,0.0000055305077,0.000018891697,0.0010361512,0.3812884,0.0006614713,0.0023089251,0.06426626,0.0003314257],"about_ca_topic_score_codex":0.9632986,"about_ca_topic_score_gemma":0.30831328,"teacher_disagreement_score":0.65498537,"about_ca_system_score_codex":0.00006866816,"about_ca_system_score_gemma":0.000271778,"threshold_uncertainty_score":0.7264129},"labels":[],"label_agreement":null},{"id":"W3110972461","doi":"10.1093/gji/ggaa583","title":"Accelerating full waveform inversion through Adaptive Gradient Optimization methods and Dynamic Simultaneous Sources","year":2020,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Algorithm; Inversion (geology); Minification; Mathematical optimization; Spurious relationship; Line search; Mathematics; Geology","score_opus":0.025830724031926287,"score_gpt":0.2766205807338503,"score_spread":0.25078985670192405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110972461","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26906782,0.00024767208,0.7157487,0.009924786,0.00078793976,0.00013803721,0.000030707222,0.0001390924,0.0039152144],"genre_scores_gemma":[0.8217201,0.0001582,0.17416812,0.0035103161,0.00031995587,3.2830195e-7,0.000061281884,0.0000045253064,0.000057165158],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900866,0.00008963922,0.00022354086,0.00020886026,0.00029613636,0.00017319192],"domain_scores_gemma":[0.9993439,0.00019814601,0.00015182006,0.00004529338,0.00011207237,0.00014878246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014746148,0.00012710925,0.00013876703,0.00005013237,0.00024162716,0.00017448074,0.00021688052,0.00004511373,0.00061909755],"category_scores_gemma":[0.00013933849,0.00010074792,0.0000704301,0.00010760637,0.000083023646,0.0005542859,0.000038790007,0.000319051,0.00004331625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043390685,0.00005854356,0.0020337144,0.0000152240045,0.00015706208,0.00010448164,0.0039398344,0.2514687,0.001339188,0.0003734766,0.0017372407,0.73833865],"study_design_scores_gemma":[0.00021805584,0.00027525262,0.00037671142,0.000022236161,0.000012897096,0.00008608211,0.00057063083,0.99215734,0.000465924,0.0022121107,0.0034757562,0.0001269921],"about_ca_topic_score_codex":0.0002356616,"about_ca_topic_score_gemma":0.000002778721,"teacher_disagreement_score":0.7406887,"about_ca_system_score_codex":0.000018481978,"about_ca_system_score_gemma":0.00002391267,"threshold_uncertainty_score":0.6778684},"labels":[],"label_agreement":null},{"id":"W3112550630","doi":"","title":"Beyond Receiver Functions: Crustal Properties from Bayesian Joint Inversion of Vertical and Radial Teleseismic P-wave Coda Autocorrelations","year":2020,"lang":"en","type":"article","venue":"Japan Geoscience Union","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Coda; Geology; Seismology; Receiver function; Inversion (geology); Geodesy; Joint (building); Geophysics; Lithosphere; Tectonics","score_opus":0.027052673995310444,"score_gpt":0.18969844605073993,"score_spread":0.1626457720554295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112550630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837516,0.00017515707,0.009398093,0.004170002,0.00034103176,0.0002598637,0.00008382147,0.00012667391,0.0016937378],"genre_scores_gemma":[0.99594456,0.000053965225,0.0018153256,0.0019001679,0.00007278971,0.0000012680558,0.00006528427,0.0000033431809,0.00014327724],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987719,0.00010697176,0.00024312796,0.00034954544,0.0003105405,0.00021791039],"domain_scores_gemma":[0.99947137,0.0000648637,0.00006509045,0.0001395852,0.00005478721,0.00020428878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000214928,0.0001258151,0.00016795605,0.00012444568,0.00028017262,0.00005537432,0.00012825195,0.00008051727,0.00047534757],"category_scores_gemma":[0.00016775302,0.0001019655,0.00004656155,0.00038370502,0.0005211093,0.00052201893,0.000037406655,0.0001905945,0.00005311237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040225044,0.00015017545,0.34693044,0.00010990368,0.00004783441,0.000020453266,0.013383042,0.0017864027,0.033502806,0.0004923367,0.045612372,0.557562],"study_design_scores_gemma":[0.00034530103,0.0003854596,0.104533605,0.00006039697,0.000024662928,0.000008595538,0.0017441084,0.8814299,0.0041125487,0.0008369203,0.0063033365,0.00021516273],"about_ca_topic_score_codex":0.0073401053,"about_ca_topic_score_gemma":0.0000363935,"teacher_disagreement_score":0.8796435,"about_ca_system_score_codex":0.0000109955145,"about_ca_system_score_gemma":0.00009147912,"threshold_uncertainty_score":0.9992701},"labels":[],"label_agreement":null},{"id":"W3113182118","doi":"","title":"Spectral Decomposition and Harmonic Bandwidth Extrapolation: A Case Study of a Channel System on a 3D Multicomponent Survey in Southern Alberta, Canada","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extrapolation; Bandwidth (computing); Decomposition; Harmonic; Channel (broadcasting); Geography; Telecommunications; Computer science; Physics; Mathematics; Statistics; Chemistry; Acoustics","score_opus":0.023676346144894493,"score_gpt":0.24969308186832653,"score_spread":0.22601673572343203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113182118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957534,0.000103312785,0.000004634142,0.000015405374,0.00030826492,0.00051290344,0.00012460249,0.000021019889,0.003156461],"genre_scores_gemma":[0.99773073,0.000006277664,0.000035398913,0.000024941426,0.000021492333,0.0000042609186,0.00077666267,0.0000067898154,0.0013934437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867916,0.00019558964,0.00034202472,0.0003362912,0.0002580471,0.00018887721],"domain_scores_gemma":[0.99918306,0.00018769571,0.0002676767,0.00023252217,0.000049891834,0.00007915238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033158422,0.00021825806,0.00034568238,0.00019072041,0.00018141477,0.000053123662,0.00013682341,0.000094844465,0.00012305829],"category_scores_gemma":[0.000018474744,0.00018424739,0.000028213946,0.00006352405,0.000017609922,0.00007523335,0.000003336365,0.00019079408,0.0000043074233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029819135,0.00084486796,0.8790817,0.0011924689,0.00035102572,0.0058677536,0.048509907,0.0012892828,0.000041600768,0.000007807584,0.001927536,0.05790409],"study_design_scores_gemma":[0.0020031733,0.000839167,0.7320701,0.0007905478,0.00009151457,0.00067635934,0.08081645,0.18157634,0.00038561563,0.0000087445,0.000033918943,0.0007080858],"about_ca_topic_score_codex":0.99899685,"about_ca_topic_score_gemma":0.9977693,"teacher_disagreement_score":0.18028706,"about_ca_system_score_codex":0.000035022804,"about_ca_system_score_gemma":0.00017024222,"threshold_uncertainty_score":0.751339},"labels":[],"label_agreement":null},{"id":"W3114945420","doi":"10.1111/1365-2478.13153","title":"Selecting velocity models using Bayesian Information Criterion","year":2021,"lang":"en","type":"preprint","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bayesian information criterion; Bayesian probability; Profiling (computer programming); Computer science; Context (archaeology); Trajectory; Algorithm; Data mining; Mathematics; Mathematical optimization; Geology; Artificial intelligence; Physics","score_opus":0.023028641848417776,"score_gpt":0.23730450586297328,"score_spread":0.2142758640145555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114945420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86154634,0.00014506852,0.13003038,0.00020223483,0.0009979277,0.00037819106,0.000034424418,0.00061393634,0.0060515204],"genre_scores_gemma":[0.9683311,0.000012697392,0.030292364,0.0006261009,0.0004180827,0.0000022147474,0.00028723263,0.000008346383,0.000021849366],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981997,0.00009214874,0.0004287091,0.0004434902,0.00040046123,0.0004354817],"domain_scores_gemma":[0.9990103,0.0000684846,0.0003175985,0.00029965513,0.00019771553,0.00010619507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036654033,0.00028833046,0.00036483555,0.00012665315,0.00046966036,0.00062053744,0.00025925302,0.00021968577,0.00014716055],"category_scores_gemma":[0.0001225117,0.00029266498,0.00017027071,0.00028342436,0.000055595887,0.0012711415,0.00017684305,0.001076295,0.000022330252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007530952,0.000112684145,0.03262844,0.0015001176,0.00017214533,0.000052035444,0.01148369,0.20340315,0.000660845,0.00027590035,0.0011383394,0.74849737],"study_design_scores_gemma":[0.00007965873,0.000024534183,0.002361392,0.00026772785,0.000025372161,0.00001560999,0.00052422506,0.98245865,0.0016462984,0.012173566,0.00006818092,0.0003547607],"about_ca_topic_score_codex":0.020526087,"about_ca_topic_score_gemma":0.00002959162,"teacher_disagreement_score":0.77905554,"about_ca_system_score_codex":0.00005294015,"about_ca_system_score_gemma":0.000175741,"threshold_uncertainty_score":0.99995255},"labels":[],"label_agreement":null},{"id":"W3115883508","doi":"10.1093/gji/ggaa579","title":"Frequency domain full-waveform inversion in a fluid-saturated poroelastic medium","year":2020,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Chevron","keywords":"Poromechanics; Geology; Inversion (geology); Attenuation; Porous medium; Frequency domain; Waveform; Geophysics; Time domain; Porosity; Seismology; Mathematical analysis; Mathematics; Geotechnical engineering; Computer science; Physics; Optics; Tectonics; Radar","score_opus":0.013143266084109425,"score_gpt":0.21476486158252425,"score_spread":0.20162159549841482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115883508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96380234,0.000051940013,0.0018123648,0.024707638,0.0011774389,0.000078899546,0.000026821204,0.00008224901,0.008260296],"genre_scores_gemma":[0.99026585,0.00005230273,0.0025295245,0.006189013,0.0008193897,4.2315827e-7,0.0000820366,0.0000040236587,0.000057423375],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986955,0.000060456943,0.00030302058,0.00019847904,0.0004987725,0.00024379602],"domain_scores_gemma":[0.9994211,0.0000768493,0.000111169706,0.000060976956,0.000093448994,0.00023645945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016113953,0.0001317086,0.00015347579,0.00013398168,0.00009064086,0.00009997132,0.00039552854,0.00005959614,0.0029194036],"category_scores_gemma":[0.00012062853,0.0001041057,0.000092415496,0.00024526805,0.00007308332,0.00048191138,0.000025637202,0.00047369866,0.00074750226],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020968493,0.00062570616,0.3600673,0.000094334944,0.00050097244,0.0034227434,0.008624814,0.002669849,0.10148616,0.004962997,0.27763432,0.23781393],"study_design_scores_gemma":[0.004592649,0.0016503119,0.33423504,0.00044343984,0.00004763222,0.0009878753,0.002317509,0.46158043,0.005664719,0.13858244,0.048530012,0.0013679549],"about_ca_topic_score_codex":0.0006807644,"about_ca_topic_score_gemma":0.00002151798,"teacher_disagreement_score":0.45891058,"about_ca_system_score_codex":0.000032602296,"about_ca_system_score_gemma":0.00008752586,"threshold_uncertainty_score":0.99799204},"labels":[],"label_agreement":null},{"id":"W3117253111","doi":"","title":"Experimental and Modeling Study of Fluid-Pressure Driven Fractures in Darley dale Sandstone","year":2004,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Acoustic emission; Geology; Fluid pressure; Mechanics; Fracture (geology); Internal pressure; Fluid dynamics; Flow (mathematics); Phase (matter); Geotechnical engineering; Mineralogy; Materials science; Physics; Composite material","score_opus":0.010546370525437975,"score_gpt":0.214436175667487,"score_spread":0.20388980514204902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117253111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99713045,0.000522878,0.0005768093,0.00013816456,0.000072608535,0.00026097745,0.00018890607,0.00004178914,0.0010674187],"genre_scores_gemma":[0.9990665,0.000035966546,0.0003890137,0.00012717622,0.00001293009,1.682441e-7,0.000023011295,0.0000035759308,0.00034166453],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912125,0.00005975893,0.0001263777,0.00029019645,0.00021719366,0.00018523702],"domain_scores_gemma":[0.9996438,0.000031444117,0.00005586858,0.00018167231,0.000020083433,0.000067137975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009317516,0.00013365457,0.00022593187,0.0002454168,0.00017739156,0.000022685927,0.00022960022,0.00006149955,0.00014567997],"category_scores_gemma":[0.000007658241,0.00013640948,0.000041616924,0.00026175418,0.00009190238,0.00094593427,0.00006293026,0.00013610038,0.0000045176926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00253377,0.0022938445,0.5753403,0.00013508707,0.00029832832,0.0010346674,0.030686487,0.37019634,0.008817264,0.001467939,0.0042651193,0.0029308915],"study_design_scores_gemma":[0.015197318,0.0024116866,0.19173631,0.00029071645,0.00019411193,0.00005660159,0.19550395,0.57702696,0.013322627,0.0010446055,0.0019288239,0.0012863147],"about_ca_topic_score_codex":0.02335963,"about_ca_topic_score_gemma":0.0009217201,"teacher_disagreement_score":0.38360396,"about_ca_system_score_codex":0.00001800302,"about_ca_system_score_gemma":0.00005507018,"threshold_uncertainty_score":0.9831439},"labels":[],"label_agreement":null},{"id":"W3118992103","doi":"10.1190/igcbeijing2014-313","title":"Modeling and Imaging through a Gas-Obscured Zone in Malaysia","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Geology; Computer science","score_opus":0.011924126874028681,"score_gpt":0.21047649944389651,"score_spread":0.19855237256986782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118992103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8474691,0.0004468601,0.11113365,0.0025100831,0.00010137063,0.000086377324,0.0000022599104,0.000203625,0.0380467],"genre_scores_gemma":[0.98205394,0.00007529626,0.015432329,0.0022645257,0.000028301769,3.7015167e-7,0.000008116899,0.0000020817558,0.00013504853],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940014,0.000034766523,0.00011701819,0.00017787318,0.00008810651,0.00018207148],"domain_scores_gemma":[0.9998042,0.000032620566,0.000014180545,0.00009987533,0.000010963863,0.000038131464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024570856,0.00007562522,0.000097656935,0.00006028983,0.000050672963,0.00004116295,0.000079638856,0.000021905931,0.00035692804],"category_scores_gemma":[0.000019431012,0.000060737588,0.000016178474,0.00009170768,0.000036725196,0.00026481913,0.0000096929325,0.0000853013,0.000041979507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030916515,0.000018366689,0.51521826,0.000032744192,0.0000060727757,0.000012891741,0.0010759411,0.018378425,0.00016370663,0.0012136564,0.0060272547,0.4578218],"study_design_scores_gemma":[0.00015125191,0.000013572651,0.002122157,0.000018252342,0.0000019906406,0.000011962591,0.00019264562,0.9891187,0.00019106679,0.005154244,0.0029301676,0.0000939917],"about_ca_topic_score_codex":0.016880812,"about_ca_topic_score_gemma":0.00012186215,"teacher_disagreement_score":0.97074026,"about_ca_system_score_codex":0.0000017262458,"about_ca_system_score_gemma":0.0000066005637,"threshold_uncertainty_score":0.98966587},"labels":[],"label_agreement":null},{"id":"W3119152465","doi":"10.3389/feart.2020.575842","title":"Robust Bayesian Joint Inversion of Gravimetric and Muographic Data for the Density Imaging of the Puy de Dôme Volcano (France)","year":2021,"lang":"en","type":"article","venue":"Frontiers in Earth Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"European Regional Development Fund; Université Clermont-Auvergne; Agence Nationale de la Recherche","keywords":"Smoothing; Geology; Volcano; Inversion (geology); Standard deviation; Bayesian probability; Gravimetric analysis; Algorithm; Computer science; Mathematics; Statistics; Seismology; Chemistry","score_opus":0.019976713421517932,"score_gpt":0.2065832746237922,"score_spread":0.18660656120227426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119152465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72930324,0.0065672267,0.25678992,0.0037655167,0.0020635705,0.00058634474,0.00018103523,0.00003937842,0.0007037575],"genre_scores_gemma":[0.962517,0.0002507986,0.036627598,0.0005222261,0.000013566963,3.9260746e-7,0.0000067943724,0.0000016834142,0.00005989106],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886924,0.000063899846,0.00018537688,0.00031094873,0.0003173823,0.0002531387],"domain_scores_gemma":[0.99907565,0.000097165386,0.0001184813,0.00056568766,0.000087819804,0.000055212862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015567384,0.000077175915,0.00014793292,0.00023312918,0.00028422856,0.00004070725,0.0007706079,0.000024269033,0.000014353307],"category_scores_gemma":[0.00039910688,0.00004938024,0.000042479205,0.0016963598,0.0012236582,0.00029532105,0.0001303588,0.00012395729,2.3546669e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059426156,0.000006667328,0.9370626,0.000020196028,0.0000030644344,0.000001119772,0.000120795674,0.0002652669,0.0004072547,0.000019802832,0.002900166,0.059187107],"study_design_scores_gemma":[0.00013602307,0.000014362366,0.4771544,0.00004978893,0.000012296177,0.000008640653,0.0005807626,0.5073136,0.012203784,0.0011856948,0.0012766076,0.00006405973],"about_ca_topic_score_codex":0.0019730884,"about_ca_topic_score_gemma":0.00012746714,"teacher_disagreement_score":0.5070483,"about_ca_system_score_codex":0.000004228259,"about_ca_system_score_gemma":0.00022828933,"threshold_uncertainty_score":0.45086196},"labels":[],"label_agreement":null},{"id":"W3119850380","doi":"","title":"Hydraulic Fracture Induced Seismicity During A Multi-Stage Pad Completion in Western Canada: Evidence of Activation of Multiple, Parallel Faults","year":2017,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Geology; Stage (stratigraphy); Hydraulic fracturing; Fracture (geology); Seismology; Geotechnical engineering; Paleontology","score_opus":0.05974698393570304,"score_gpt":0.27566985325948895,"score_spread":0.2159228693237859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119850380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984199,0.00004496092,0.000106379484,0.00080712093,0.000084258485,0.00020820473,0.000022732082,0.00003486599,0.00027158804],"genre_scores_gemma":[0.9980336,0.00002708318,0.001378808,0.00045288273,0.000026775913,0.0000013553025,0.000028462142,0.0000054631673,0.00004555872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985073,0.00008666489,0.000489826,0.00028399972,0.00036289863,0.00026928776],"domain_scores_gemma":[0.9982773,0.0003421548,0.00084529066,0.00036272474,0.0000950972,0.00007740015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005189181,0.00016691098,0.00029382634,0.000103768376,0.00020481607,0.000030646137,0.0004024414,0.00011112529,0.0000055527767],"category_scores_gemma":[0.0010596783,0.00015668682,0.000043590186,0.00006964409,0.00007612518,0.0005132893,0.000030280546,0.00030020403,0.0000036653819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007375455,0.00002523617,0.96828127,0.00012913426,0.0000072348344,0.0000117169175,0.00033643795,0.025859635,0.0039283233,8.991856e-8,0.00006893398,0.0012782558],"study_design_scores_gemma":[0.00046485302,0.000030089917,0.9172489,0.0009278005,0.0000048059883,0.0000022273437,0.00015502406,0.032026004,0.04881781,0.000005330528,0.00016987551,0.00014724313],"about_ca_topic_score_codex":0.9836904,"about_ca_topic_score_gemma":0.71141213,"teacher_disagreement_score":0.27227825,"about_ca_system_score_codex":0.0000308526,"about_ca_system_score_gemma":0.00014283595,"threshold_uncertainty_score":0.6389503},"labels":[],"label_agreement":null},{"id":"W3120490372","doi":"10.1190/geo2019-0466.1","title":"<i>Q</i> -compensated reverse time migration in tilted transversely isotropic media","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Seismic migration; Dispersion (optics); Time domain; Amplitude; Transverse isotropy; Attenuation; Mathematical analysis; Interpretability; Anisotropy; Wave equation; Operator (biology); Wave propagation; Physics; Computer science; Mathematics; Optics; Geophysics","score_opus":0.013879393799308672,"score_gpt":0.1750430585999531,"score_spread":0.16116366480064442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120490372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99053437,0.00005438945,0.00025107115,0.0050689913,0.0001612025,0.0001500844,0.000058181748,0.0002614274,0.0034603055],"genre_scores_gemma":[0.99185205,0.000036212503,0.0007644433,0.0068655205,0.00009251977,4.7343838e-7,0.00028002897,0.0000037886596,0.0001049534],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992774,0.000049239796,0.00014430145,0.00019305325,0.00015779391,0.00017821352],"domain_scores_gemma":[0.9997197,0.000038624174,0.000039297778,0.00009805071,0.00002192126,0.00008244147],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005465241,0.00010123281,0.00013937824,0.00003878561,0.000041934843,0.000021934196,0.00013777865,0.000046735946,0.0008278416],"category_scores_gemma":[0.000019427991,0.00009574814,0.000044028813,0.00035512846,0.00004170675,0.0002010082,0.000004408656,0.00014272242,0.0016543957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005794963,0.00017694678,0.117731296,0.00015212092,0.0000755337,0.00025762036,0.022025866,0.002793232,0.026317466,0.00031234804,0.49173176,0.3378463],"study_design_scores_gemma":[0.0019776009,0.00041081212,0.13075,0.00008347381,0.00005470708,0.0000069593652,0.0007963949,0.62677956,0.014309501,0.0037008051,0.22021435,0.0009158141],"about_ca_topic_score_codex":0.0031812887,"about_ca_topic_score_gemma":0.000074771604,"teacher_disagreement_score":0.62398636,"about_ca_system_score_codex":0.0000038910453,"about_ca_system_score_gemma":0.000027945063,"threshold_uncertainty_score":0.9991229},"labels":[],"label_agreement":null},{"id":"W3120729244","doi":"","title":"Adjoint tomography of the southern California crust","year":2009,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Crust; Tomography; Geophysics; Medicine; Radiology","score_opus":0.007838719088709442,"score_gpt":0.1818793284643042,"score_spread":0.17404060937559476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120729244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70520514,0.0012968795,0.017786175,0.035866793,0.00019972815,0.00038955282,0.0003394395,0.00038739498,0.23852886],"genre_scores_gemma":[0.9909674,0.000049631282,0.0062328824,0.0008577186,0.0000075580406,5.958944e-7,0.000044544304,0.0000030931042,0.0018366022],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981794,0.001001714,0.0002142541,0.00019411539,0.00023879288,0.00017175465],"domain_scores_gemma":[0.9985554,0.0002306021,0.00015724034,0.0006555171,0.0003320568,0.000069188296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015736731,0.00010013795,0.00011697549,0.00007688887,0.00022065888,0.00005536553,0.00056737446,0.000051436986,0.0007153244],"category_scores_gemma":[0.00025228577,0.000071961476,0.00012349026,0.00037508924,0.00018650039,0.000066202076,0.00003118362,0.00014591517,0.00009403665],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022472686,0.00027090975,0.18959802,0.000033356995,0.000031873904,0.00000215788,0.0070933653,0.00006630168,0.0029939292,0.0062467684,0.02314258,0.7704983],"study_design_scores_gemma":[0.00096388126,0.000004046346,0.282189,0.0012687205,0.00006755093,0.000034203884,0.0013039479,0.06284734,0.3784543,0.022788713,0.24929239,0.0007859123],"about_ca_topic_score_codex":0.004334282,"about_ca_topic_score_gemma":0.0004175947,"teacher_disagreement_score":0.7697123,"about_ca_system_score_codex":0.0000042648935,"about_ca_system_score_gemma":0.000046192716,"threshold_uncertainty_score":0.78323007},"labels":[],"label_agreement":null},{"id":"W3121204539","doi":"10.3997/2214-4609.202011343","title":"Derisk Exploration Targets Offshore NW Scotland by Combination of Angle Domain Imaging and Machine Learning Techniques","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Submarine pipeline; Geology; Workflow; Principal component analysis; Artificial intelligence; Hydrocarbon exploration; Unsupervised learning; Boundary (topology); Anomaly detection; Cluster analysis; Domain (mathematical analysis); Anomaly (physics); Horizon; Amplitude; Computer science; Reservoir modeling; Machine learning; Seismology; Tectonics; Petroleum engineering; Geometry; Database; Mathematics; Geotechnical engineering","score_opus":0.009813568193911442,"score_gpt":0.20694102972332348,"score_spread":0.19712746152941205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121204539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75069976,0.017553661,0.17636794,0.009713293,0.00030822345,0.00058699027,0.00014125404,0.0012086843,0.043420184],"genre_scores_gemma":[0.9837059,0.0006319165,0.014223475,0.0005143904,0.000013163161,0.0000010224102,0.0005077773,0.0000038509716,0.00039852847],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930775,0.00009031499,0.00016057058,0.00017753278,0.00014365667,0.00012014516],"domain_scores_gemma":[0.9996886,0.000044936416,0.00007313992,0.00008075384,0.00007055014,0.000041978692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025695204,0.00008699692,0.00012230399,0.00007356274,0.000119512086,0.0000479677,0.000053516684,0.00003313398,0.00039506075],"category_scores_gemma":[0.000037946804,0.000076322096,0.000022395752,0.00013766615,0.0000687228,0.00040597637,0.000014442073,0.000100902376,0.000004154383],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021227328,0.00004263817,0.6615379,0.00004626384,0.000012387099,0.000011913797,0.0005532106,0.000010875478,0.015655514,0.00017418362,0.023729712,0.2982042],"study_design_scores_gemma":[0.00045463213,0.00018247672,0.01016994,0.00007992571,0.000017357637,0.000044166627,0.0022138273,0.052856002,0.84680533,0.008469666,0.07838473,0.0003219689],"about_ca_topic_score_codex":0.0017451178,"about_ca_topic_score_gemma":0.00006408195,"teacher_disagreement_score":0.8311498,"about_ca_system_score_codex":0.000003604924,"about_ca_system_score_gemma":0.000018412818,"threshold_uncertainty_score":0.4325638},"labels":[],"label_agreement":null},{"id":"W3121620419","doi":"10.1190/int-2020-0135.1","title":"Seismic illumination of small-throw seismogenic faults, Anadarko Basin, Oklahoma","year":2021,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Induced seismicity; Basement; Fault (geology); Structural basin; Geophysical imaging; Geomorphology","score_opus":0.009570794330554935,"score_gpt":0.21429077788536582,"score_spread":0.20471998355481089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121620419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91816026,0.00055427133,0.06825649,0.0017156719,0.00057238824,0.00012161007,0.000067758316,0.00012845364,0.01042312],"genre_scores_gemma":[0.99347126,0.000053083146,0.0036370088,0.0017937202,0.000030612213,9.447065e-7,0.00029344208,0.000004057015,0.0007158862],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990957,0.00010018695,0.00025476044,0.00021421805,0.00019256219,0.00014256466],"domain_scores_gemma":[0.9993803,0.00009705618,0.00012400928,0.00017220237,0.0001805348,0.00004589556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018699585,0.000098368604,0.00014046454,0.000108401575,0.000062062354,0.00002377263,0.00012137216,0.00006136048,0.0008290045],"category_scores_gemma":[0.00012143961,0.00009714325,0.00007631574,0.00023537029,0.00007047435,0.00021984358,0.000009895193,0.00009143507,0.00005810168],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007918691,0.000043781656,0.0766137,0.00009178703,0.00005577191,0.00002456567,0.0019035523,0.0026160637,0.0019691633,0.000050400522,0.014326456,0.90222555],"study_design_scores_gemma":[0.00028788895,0.00013946171,0.09801143,0.00013879883,0.000039309187,0.00006528346,0.0009792,0.7648339,0.11205438,0.0018164782,0.021396587,0.00023727721],"about_ca_topic_score_codex":0.0034870973,"about_ca_topic_score_gemma":0.0002748809,"teacher_disagreement_score":0.90198827,"about_ca_system_score_codex":0.000011843924,"about_ca_system_score_gemma":0.000093681985,"threshold_uncertainty_score":0.90770185},"labels":[],"label_agreement":null},{"id":"W3121879313","doi":"10.3997/2214-4609.202010740","title":"Analysis of Geological Susceptibility to Induced Seismicity in the Montney Formation Using Supervised Machine Learning","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Precambrian; Induced seismicity; Lineament; Foreland basin; Seismology; Tectonics; Geochemistry","score_opus":0.047782529877269525,"score_gpt":0.2619294385824906,"score_spread":0.2141469087052211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121879313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928497,0.000026166663,0.0045509865,0.0008411236,0.00001659576,0.00007364263,0.000008787525,0.000029905557,0.0016031055],"genre_scores_gemma":[0.9950303,0.000007136815,0.0020627084,0.0027610976,0.0000054647303,2.5088937e-7,0.000104562576,6.542034e-7,0.00002786928],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990228,0.0003041592,0.0002141167,0.00015203659,0.0001734647,0.00013346909],"domain_scores_gemma":[0.9995908,0.00012861042,0.000040747575,0.00015218716,0.00005497713,0.000032645432],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007774364,0.000063794134,0.00016952156,0.00016671959,0.000073772906,0.000023522905,0.00013507124,0.00004244036,0.0012190357],"category_scores_gemma":[0.0001634416,0.000040673793,0.00007156257,0.0011165424,0.000022319531,0.00014253991,0.000016862805,0.00014504185,0.000005997013],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013419502,0.00001946322,0.964537,0.000005122002,0.000016861779,0.0000038884496,0.00079265604,0.021673674,0.001329229,0.0000081736125,0.00004916694,0.011551334],"study_design_scores_gemma":[0.000052460116,0.0000337412,0.29695895,0.0000030310382,0.000030741885,0.0000021843907,0.00092107087,0.6975177,0.0042238813,0.00006623825,0.0001442771,0.000045715275],"about_ca_topic_score_codex":0.03987842,"about_ca_topic_score_gemma":0.002884964,"teacher_disagreement_score":0.675844,"about_ca_system_score_codex":0.0000064418355,"about_ca_system_score_gemma":0.000020026819,"threshold_uncertainty_score":0.999694},"labels":[],"label_agreement":null},{"id":"W3121935801","doi":"10.3997/2214-4609.202011831","title":"Noise-Tolerant Sparse Spike Deconvolution based on Convolutional Phase Retrieval","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deconvolution; Blind deconvolution; Computer science; Noise (video); Algorithm; Pattern recognition (psychology); Artificial intelligence; Image (mathematics)","score_opus":0.022041437316694647,"score_gpt":0.24509703294953913,"score_spread":0.2230555956328445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121935801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7397385,0.00078483246,0.051046874,0.010818689,0.0023653228,0.00040224788,0.00040528405,0.0010263441,0.1934119],"genre_scores_gemma":[0.9819571,0.00001790664,0.0042065596,0.0113848895,0.000108576016,3.9354407e-7,0.00043528958,0.0000033134445,0.0018860112],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884903,0.0000791351,0.00018952448,0.00030353334,0.00032820183,0.00025056364],"domain_scores_gemma":[0.9993974,0.000113472895,0.000046834204,0.00021655187,0.000096148055,0.00012960655],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002602007,0.0001243403,0.00013433004,0.000093684415,0.00016697253,0.000048150097,0.00010964586,0.000068864305,0.016859073],"category_scores_gemma":[0.00008251224,0.0001075533,0.00008481182,0.00022782055,0.000087108296,0.0001409785,0.0000060452635,0.00014483424,0.0008130782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020418947,0.0012504671,0.14303294,0.00009070945,0.00007723165,0.00064296636,0.0001520375,0.014048297,0.004933478,0.0032717055,0.634368,0.19609025],"study_design_scores_gemma":[0.001323967,0.00022421878,0.0130405305,0.000031259427,0.000012827859,0.000027450747,0.0000579113,0.8700003,0.026228456,0.00060056656,0.08822961,0.00022292114],"about_ca_topic_score_codex":0.00058843364,"about_ca_topic_score_gemma":0.000024243416,"teacher_disagreement_score":0.85595196,"about_ca_system_score_codex":0.000013615422,"about_ca_system_score_gemma":0.00020143627,"threshold_uncertainty_score":0.9999649},"labels":[],"label_agreement":null},{"id":"W3121968779","doi":"10.3997/2214-4609.202011183","title":"Successive Full-Waveform Inversion of Surface Seismic and Seismic-While-Drilling Datasets without Low Frequencies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Seismic inversion; Waveform; Geology; Seismology; Regional geology; Surface wave; Maxima and minima; Seismic wave; Seismic to simulation; Drilling; Computer science; Radar","score_opus":0.01978226446852872,"score_gpt":0.22922986774745385,"score_spread":0.20944760327892514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121968779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98278755,0.0017603589,0.008763369,0.00087419315,0.0007291061,0.00038442842,0.0013495928,0.00024113347,0.00311027],"genre_scores_gemma":[0.98072684,0.0016951347,0.010012018,0.0019399042,0.00006988918,0.0000010458427,0.005235522,0.000013822946,0.00030582116],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974493,0.00014638307,0.00057258405,0.00086038857,0.0005281831,0.00044318318],"domain_scores_gemma":[0.9982331,0.00019666943,0.0004575125,0.0007205328,0.00017679375,0.00021543381],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005079759,0.00046844475,0.000704393,0.00020823172,0.00020655432,0.00021423638,0.0005762822,0.0003857286,0.0011603461],"category_scores_gemma":[0.0000790599,0.000394381,0.00014468306,0.0002147597,0.0003842757,0.00052964385,0.00038336086,0.000713405,0.000041231902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005720862,0.00028439972,0.38410753,0.007676796,0.0010319873,0.00052960473,0.0081495745,0.2874986,0.0066986,0.00007990915,0.1257177,0.17765325],"study_design_scores_gemma":[0.00031397384,0.000104716724,0.001136084,0.00092192984,0.00007521738,0.000049781487,0.0019053785,0.9606983,0.02975116,0.00064585975,0.0037116772,0.00068589294],"about_ca_topic_score_codex":0.045905832,"about_ca_topic_score_gemma":0.0003411568,"teacher_disagreement_score":0.6731998,"about_ca_system_score_codex":0.000024029809,"about_ca_system_score_gemma":0.0003083108,"threshold_uncertainty_score":0.9998508},"labels":[],"label_agreement":null},{"id":"W3121984162","doi":"10.1190/geo2020-0193.1","title":"Complete and representative training of neural networks: A generalization study using double noise injection and natural images","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China; Microseismic Industry Consortium","keywords":"Generalization; Computer science; Noise (video); Training (meteorology); Artificial intelligence; Artificial neural network; Task (project management); Noise reduction; Machine learning; Pattern recognition (psychology); Algorithm; Image (mathematics); Mathematics","score_opus":0.03645202546078521,"score_gpt":0.26482944705203554,"score_spread":0.22837742159125032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121984162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975925,0.0003948794,0.0016463792,0.000028385795,0.00013617752,0.00009005221,0.000010501776,0.000025284731,0.00007583394],"genre_scores_gemma":[0.99839,0.000026705022,0.0013007565,0.00013643269,0.000060897528,3.340565e-7,0.000053693806,0.0000021890837,0.00002899919],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994851,0.000064982996,0.00010279526,0.00016399012,0.00008737787,0.00009576594],"domain_scores_gemma":[0.99974847,0.000034459583,0.00006304068,0.00007143244,0.000057924997,0.000024669707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076403645,0.00006634545,0.00011434616,0.000029590045,0.000113446615,0.000041810188,0.000028757711,0.000015008877,0.000010992605],"category_scores_gemma":[0.0000069033304,0.00006152684,0.000015806465,0.00016744509,0.00006551455,0.00022543117,0.000017330098,0.00007009785,2.2216578e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016319178,0.000072969655,0.76360875,0.000057071225,0.00009159001,0.000043259803,0.012482177,0.048822682,0.007129138,0.0000602685,0.00048208362,0.16698681],"study_design_scores_gemma":[0.00040552238,0.000096215445,0.14132944,0.000013757598,0.000027090266,0.000025960651,0.004372965,0.8523472,0.00090338185,0.00036155325,0.000019076906,0.00009786805],"about_ca_topic_score_codex":0.0044471566,"about_ca_topic_score_gemma":0.000036855057,"teacher_disagreement_score":0.8035245,"about_ca_system_score_codex":0.0000017618805,"about_ca_system_score_gemma":0.000011361816,"threshold_uncertainty_score":0.67228},"labels":[],"label_agreement":null},{"id":"W3122142011","doi":"10.1190/geo2020-0468.1","title":"Reduced memory implementation of a local elastic finite-difference solver","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Solver; Computer science; Inversion (geology); Domain (mathematical analysis); Seismic migration; Algorithm; Point (geometry); Finite difference; Boundary (topology); Computational science; Mathematical optimization; Applied mathematics; Geology; Geometry; Mathematical analysis; Seismology; Mathematics","score_opus":0.013403806388899618,"score_gpt":0.2338803706769958,"score_spread":0.22047656428809617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122142011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842798,0.0000955589,0.012709111,0.00017456428,0.00024030934,0.000053117546,0.000052735824,0.00005330768,0.0023415084],"genre_scores_gemma":[0.9980546,0.000019891597,0.00097023154,0.000528545,0.000042610507,5.254919e-7,0.00012543677,0.0000018952294,0.00025623452],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941146,0.00003323699,0.00012855929,0.00013759929,0.00015256535,0.0001365565],"domain_scores_gemma":[0.9996205,0.00008809935,0.000056643767,0.00013422665,0.00006397737,0.000036551646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005451845,0.00006688716,0.000101334925,0.000025763302,0.000048855025,0.000013072943,0.000081951766,0.000024078437,0.0011220566],"category_scores_gemma":[0.000011722458,0.00006200436,0.000042648473,0.00015447885,0.00006310331,0.000077832854,0.0000114756385,0.000068765046,0.00008688268],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014236651,0.000027985407,0.010380046,0.000045859935,0.00002218347,0.00001440044,0.00054523075,0.00048708898,0.0050375536,0.0001618166,0.003793068,0.97947055],"study_design_scores_gemma":[0.00071370875,0.00027651346,0.28227714,0.00007916603,0.00006848556,0.000013929627,0.00635166,0.04563346,0.646361,0.015291198,0.002499517,0.00043420296],"about_ca_topic_score_codex":0.0025022938,"about_ca_topic_score_gemma":0.000046629124,"teacher_disagreement_score":0.97903633,"about_ca_system_score_codex":0.0000028698958,"about_ca_system_score_gemma":0.00009643647,"threshold_uncertainty_score":0.999791},"labels":[],"label_agreement":null},{"id":"W3123670553","doi":"10.1190/geo2020-0312.1","title":"Physics-guided deep learning for seismic inversion with hybrid training and uncertainty analysis","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Computer science; Artificial intelligence; Deep learning; Artificial neural network; Residual; Synthetic data; Set (abstract data type); Machine learning; Algorithm; Seismology; Geology","score_opus":0.01924395102055943,"score_gpt":0.21910498780745524,"score_spread":0.19986103678689582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123670553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9067956,0.00018799875,0.09082831,0.00033286095,0.000076137,0.00011875603,0.00003332804,0.00015231673,0.0014746883],"genre_scores_gemma":[0.99302495,0.000053293883,0.0047798627,0.0011661212,0.00009429501,0.0000017497296,0.00054746144,0.0000054433576,0.0003268192],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990909,0.000050364666,0.00011861185,0.00031955182,0.00016278142,0.00025779573],"domain_scores_gemma":[0.9994577,0.00013177945,0.000079496196,0.00014671251,0.00010260114,0.000081669554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012551292,0.00013562082,0.00023971383,0.000057125693,0.0002820484,0.000072069786,0.00008159126,0.000027861484,0.000067344874],"category_scores_gemma":[0.00002561009,0.00011688309,0.00009622188,0.00045510803,0.000079258454,0.00018110524,0.00001376041,0.00013936436,0.000011339451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051232575,0.000028472807,0.048962947,0.000059570415,0.00041424512,0.00003129698,0.0015881496,0.15186912,0.00015850214,0.0001202313,0.0016843753,0.79503185],"study_design_scores_gemma":[0.00034807547,0.00013575926,0.0037346592,0.000019583673,0.00027933624,0.000010839372,0.0011646498,0.9796314,0.002040033,0.003956048,0.008447237,0.0002323573],"about_ca_topic_score_codex":0.0013422874,"about_ca_topic_score_gemma":0.00004124667,"teacher_disagreement_score":0.8277623,"about_ca_system_score_codex":0.0000061089213,"about_ca_system_score_gemma":0.0000570652,"threshold_uncertainty_score":0.47663543},"labels":[],"label_agreement":null},{"id":"W3123745674","doi":"10.3997/2214-4609.202011662","title":"2.5D Multi-Focusing Imaging of Crooked-Line Seismic Surveys","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Midpoint; Line (geometry); Reflection (computer programming); Stacking; Focus (optics); Geometry; SIGNAL (programming language); Travel time; Dispersion (optics); Geology; Synthetic data; Line segment; Noise (video); Seismic survey; Algorithm; Computer science; Optics; Seismology; Physics; Mathematics; Artificial intelligence; Image (mathematics); Engineering","score_opus":0.032581115844538995,"score_gpt":0.2469785266812966,"score_spread":0.21439741083675762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123745674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6706451,0.002290659,0.28088343,0.003017745,0.00082100386,0.00014245439,0.00008854201,0.0004897767,0.04162125],"genre_scores_gemma":[0.9734366,0.000062997315,0.02200527,0.0019609574,0.000042599568,1.4088737e-7,0.00007289464,0.0000037940797,0.0024147758],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989973,0.00017168226,0.00022600565,0.00022272092,0.00016647729,0.00021586019],"domain_scores_gemma":[0.9994454,0.000101227815,0.00006431146,0.00020881882,0.000113934446,0.000066343695],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006432715,0.00010317315,0.0001644417,0.00008222867,0.00008803714,0.000038748683,0.00013628429,0.000031456686,0.0029371823],"category_scores_gemma":[0.00007857276,0.000088341,0.00006826721,0.00022087015,0.00008698391,0.00019448332,0.000020335021,0.000104843144,0.00010090139],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005215473,0.00003777138,0.6272132,0.00003257458,0.000014942136,0.00005326665,0.00012130337,0.0008469872,0.0019044969,0.000018618945,0.006295928,0.36345568],"study_design_scores_gemma":[0.00046619985,0.000025882075,0.14922674,0.000067423425,0.000016675904,0.00007136098,0.00050837913,0.5927413,0.2437427,0.0005100816,0.012328712,0.00029454418],"about_ca_topic_score_codex":0.011388166,"about_ca_topic_score_gemma":0.00013658301,"teacher_disagreement_score":0.5918943,"about_ca_system_score_codex":0.00000346686,"about_ca_system_score_gemma":0.000072726754,"threshold_uncertainty_score":0.9979743},"labels":[],"label_agreement":null},{"id":"W3124328754","doi":"10.3997/2214-4609.202010375","title":"Fast Elastic Wavefield Reconstruction in a Local Region by Modifying Any Modelling Code","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Code (set theory); Domain (mathematical analysis); Geology; Finite difference; Point (geometry); Seismic exploration; Computer science; Finite difference method; Seismic wave; Seismology; Algorithm; Geometry; Mathematical analysis; Mathematics; Set (abstract data type)","score_opus":0.03376148673672419,"score_gpt":0.20008585756451266,"score_spread":0.16632437082778848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124328754","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08494605,0.00013606828,0.90264595,0.0025234271,0.0000890721,0.000074625044,0.0000069278512,0.0001794783,0.009398393],"genre_scores_gemma":[0.99248016,0.00009163781,0.004207124,0.0030259462,0.000033204557,4.1106819e-7,0.000015241361,0.0000023838593,0.00014391686],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931765,0.000030359206,0.00015901212,0.00021555787,0.000101521044,0.00017592352],"domain_scores_gemma":[0.99977046,0.00004401728,0.000033280718,0.000053392225,0.000012327001,0.000086545566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007760942,0.00008207238,0.000103551465,0.00005225676,0.000058538724,0.000029449087,0.0000894401,0.00006064636,0.00031900595],"category_scores_gemma":[0.0000132344385,0.000072277246,0.000026104035,0.00015453699,0.000049838272,0.00021823558,0.000005958562,0.00017366241,0.00006225711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000939353,0.00001160586,0.030132387,0.0000405595,0.000007130871,0.000023160635,0.00070075376,0.24922065,0.00011902042,0.00009293448,0.032053422,0.6875044],"study_design_scores_gemma":[0.00012488643,0.00005189218,0.000060649658,0.000027390877,0.0000025075906,0.000020914935,0.0006210876,0.99499565,0.0010020494,0.0004489625,0.0025430706,0.00010096404],"about_ca_topic_score_codex":0.004132362,"about_ca_topic_score_gemma":0.00004728755,"teacher_disagreement_score":0.90753406,"about_ca_system_score_codex":0.0000052543246,"about_ca_system_score_gemma":0.000015936297,"threshold_uncertainty_score":0.6246923},"labels":[],"label_agreement":null},{"id":"W3124494060","doi":"10.3997/2214-4609.202053092","title":"Vector Acoustic Full Waveform Inversion: Connection to Inverse Wavefield Extrapolation and Implication for Image Resolution","year":2020,"lang":"en","type":"article","venue":"Saint Petersburg 2020","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Extrapolation; Inversion (geology); Waveform; Acoustic wave equation; Inverse problem; Inverse; Acoustics; Geology; Algorithm; Computer science; Acoustic wave; Mathematics; Physics; Mathematical analysis; Geometry; Telecommunications; Seismology","score_opus":0.018260712439960813,"score_gpt":0.22632150773432122,"score_spread":0.20806079529436042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124494060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7760306,0.00017238085,0.16263154,0.056076407,0.00077293813,0.0016651144,0.00019991235,0.00065253576,0.0017985683],"genre_scores_gemma":[0.9855856,0.000056211007,0.008813974,0.0049636927,0.00026281129,0.000008047666,0.00025773715,0.0000066712523,0.000045284047],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904615,0.00003315256,0.00020011203,0.00035493312,0.00014372967,0.00022192787],"domain_scores_gemma":[0.9994012,0.00009508005,0.0000773326,0.0001256382,0.000069270354,0.00023148312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018277983,0.000135422,0.00013584334,0.0000766631,0.00019037466,0.00006415204,0.00010138739,0.000077709294,0.00034295343],"category_scores_gemma":[0.00019194913,0.00012909669,0.000057239784,0.00020910542,0.000047726815,0.00032169517,0.000019963927,0.000113278875,0.00012460392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001901086,0.000036548598,0.004706258,0.00042062814,0.00006786086,0.000020802167,0.004293636,0.0014157462,0.24755327,0.00042247766,0.42912817,0.31003353],"study_design_scores_gemma":[0.0007823078,0.0014973847,0.009092688,0.000064868895,0.000062569525,0.000031600324,0.001521023,0.89252186,0.015323057,0.0010263054,0.0775979,0.00047842434],"about_ca_topic_score_codex":0.0009805611,"about_ca_topic_score_gemma":0.000048527305,"teacher_disagreement_score":0.8911061,"about_ca_system_score_codex":0.00003055664,"about_ca_system_score_gemma":0.000026180083,"threshold_uncertainty_score":0.52644104},"labels":[],"label_agreement":null},{"id":"W3124868543","doi":"10.3997/2214-4609.2020603031","title":"Rock Physics and Inversion Case Study of Lower Mannville Lithic Channel - An Interpreter Perspective","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Lithology; Structural basin; Cretaceous; Geochemistry; Archean; Inversion (geology); Sedimentary rock; Geomorphology; Workflow; Paleontology","score_opus":0.025259795246948488,"score_gpt":0.24047197156924133,"score_spread":0.21521217632229284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124868543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951214,0.000051632156,0.00085363217,0.00041094082,0.00006028946,0.00014943638,0.000009253805,0.00007825289,0.0032651308],"genre_scores_gemma":[0.9976504,0.0000075923517,0.0001758698,0.0020704642,0.000042133954,3.374846e-7,0.0000038231074,0.000002565607,0.00004681426],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994007,0.000056758097,0.00010000945,0.0002302868,0.000112624526,0.000099642326],"domain_scores_gemma":[0.9996726,0.000025737052,0.00003817529,0.00010577556,0.000049755447,0.00010794308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006871059,0.00008938035,0.00012099509,0.000032155407,0.00007530804,0.000021652586,0.00008583554,0.0000296774,0.00033395863],"category_scores_gemma":[0.000014172484,0.00006920695,0.000023181452,0.00010664331,0.000034094646,0.00027847922,0.000026294836,0.00010390972,0.00001976225],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016568025,0.0016028348,0.29614118,0.00025091186,0.00035998283,0.004671559,0.5103263,0.0026799357,0.00046129996,0.00024982338,0.0521008,0.12949856],"study_design_scores_gemma":[0.00061626814,0.0051610516,0.00094783335,0.000020243624,0.000035057146,0.00017676967,0.24556758,0.7448105,0.0014333571,0.0005786052,0.00038935008,0.00026336024],"about_ca_topic_score_codex":0.01869975,"about_ca_topic_score_gemma":0.00013227385,"teacher_disagreement_score":0.7421306,"about_ca_system_score_codex":0.0000026473879,"about_ca_system_score_gemma":0.000009247821,"threshold_uncertainty_score":0.9878348},"labels":[],"label_agreement":null},{"id":"W3125142579","doi":"10.1190/geo2020-0307.1","title":"Offset-extended sparse Radon transform: Application to multiple suppression in the presence of amplitude variations with offset","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canada First Research Excellence Fund","keywords":"Radon transform; Radon; Offset (computer science); Smoothing; Algorithm; Amplitude; Basis function; Computer science; Geology; Mathematics; Optics; Mathematical analysis; Computer vision; Physics","score_opus":0.011161562988717667,"score_gpt":0.22058453870222597,"score_spread":0.2094229757135083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125142579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78728324,0.00011198135,0.20092864,0.006010404,0.000167178,0.001084268,0.0003278604,0.000109538734,0.0039768736],"genre_scores_gemma":[0.9948361,0.000020055695,0.00411107,0.0006847337,0.000025762392,0.000009735164,0.00026533133,0.000002230173,0.000044967725],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99923116,0.000072347255,0.00014190997,0.0001815862,0.00023267428,0.00014031948],"domain_scores_gemma":[0.9994367,0.00014392054,0.00004893588,0.00027488495,0.00006163574,0.000033972574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632181,0.00007658926,0.00010432898,0.000038505244,0.0000813007,0.000022165777,0.00018937176,0.000029260344,0.00004383647],"category_scores_gemma":[0.000026172185,0.000051505605,0.00002739006,0.00041787114,0.000038053524,0.00014463044,0.0000079170895,0.00009979549,0.000024243884],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037549212,0.000648987,0.1250269,0.00014609922,0.000040655403,0.00002078316,0.01069461,0.012038973,0.0114798155,0.0033529308,0.016834572,0.81934017],"study_design_scores_gemma":[0.0009303724,0.00029921927,0.69417125,0.00014441082,0.00004248159,0.000019285666,0.0016710943,0.20570879,0.044842523,0.01796725,0.033813436,0.00038989796],"about_ca_topic_score_codex":0.0040045967,"about_ca_topic_score_gemma":0.0003716139,"teacher_disagreement_score":0.8189503,"about_ca_system_score_codex":0.000003150525,"about_ca_system_score_gemma":0.000049812897,"threshold_uncertainty_score":0.6053779},"labels":[],"label_agreement":null},{"id":"W3125165607","doi":"10.48336/k12c-dq48","title":"Investigating modelling and inversion techniques for overburden stripping for uranium exploration in the Athabasca Basin, Canada","year":2020,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Overburden; Geology; Structural basin; Inversion (geology); Uranium; Seismic refraction; Geophysics; Mining engineering; Geomorphology","score_opus":0.04481916895411213,"score_gpt":0.24759296154731975,"score_spread":0.2027737925932076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125165607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85723406,0.0005122074,0.019038685,0.0070686257,0.018762229,0.015788717,0.0014696356,0.00086238125,0.07926347],"genre_scores_gemma":[0.9570835,0.000942324,0.011696213,0.0004856848,0.008393254,0.0000073500637,0.005543305,0.000080200036,0.015768116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967867,0.0006986238,0.00029375075,0.0007913608,0.0008601989,0.0005693668],"domain_scores_gemma":[0.99760276,0.0010997704,0.0002615813,0.00028921178,0.00051902334,0.00022763025],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011631919,0.00032587993,0.0004394973,0.0007037969,0.0017908085,0.00022623743,0.0009724417,0.00038512758,0.0000106572215],"category_scores_gemma":[0.00029892035,0.0003413352,0.00015662298,0.00093998987,0.00018534265,0.00095366477,0.00006622068,0.0008580617,0.0000011656863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0398482,0.00040428352,0.011902564,0.008480231,0.0011208799,0.002946266,0.05306085,0.00884806,0.0069209016,0.014172829,0.7712422,0.08105275],"study_design_scores_gemma":[0.0028845463,0.0009558407,0.00021418699,0.0006788647,0.0002453099,0.000009328419,0.072992474,0.12115322,0.016294751,0.0013466908,0.78219557,0.0010292176],"about_ca_topic_score_codex":0.60702455,"about_ca_topic_score_gemma":0.13820194,"teacher_disagreement_score":0.4688226,"about_ca_system_score_codex":0.00036578407,"about_ca_system_score_gemma":0.0019706062,"threshold_uncertainty_score":0.99990386},"labels":[],"label_agreement":null},{"id":"W3125174506","doi":"10.1190/geo2020-0136.1","title":"An lp-space matching pursuit algorithm and its application to robust seismic data denoising via time-domain Radon transforms","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Algorithm; Matching pursuit; Basis pursuit; Radon transform; Computer science; Robustness (evolution); Basis function; Noise reduction; Noise (video); Outlier; Radon; Gaussian; Compressed sensing; Mathematics; Artificial intelligence","score_opus":0.012192295748615753,"score_gpt":0.22264378216287375,"score_spread":0.210451486414258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125174506","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27291408,0.0003362288,0.7236496,0.0018470655,0.000106476684,0.0002542462,0.00023814588,0.00020177172,0.00045235365],"genre_scores_gemma":[0.9022301,0.0001357109,0.089929745,0.0041040676,0.00035925445,0.0000036336266,0.002837325,0.000022017646,0.00037818693],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884564,0.000053302956,0.00014123536,0.00046010467,0.00023570223,0.00026401022],"domain_scores_gemma":[0.999262,0.000038148097,0.0000449336,0.0004630902,0.00004322489,0.00014860622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028597386,0.00014344545,0.00015736616,0.00004747943,0.0002585346,0.00013742902,0.0003714709,0.00005450341,0.00006668536],"category_scores_gemma":[0.0000052783334,0.00013817305,0.000022765285,0.00025918838,0.000025852542,0.0006893592,0.000040362655,0.00014281884,0.00021874423],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009104193,0.000025201727,0.00018228909,0.000020459922,0.0000120778095,0.000011727807,0.0005945911,0.0026836072,0.008600712,0.000044380125,0.0009934569,0.98682237],"study_design_scores_gemma":[0.000203915,0.00008322661,0.0017891407,0.000040457606,0.000028126933,0.00005188182,0.00036810111,0.9557833,0.013370953,0.00743073,0.020486312,0.00036385428],"about_ca_topic_score_codex":0.0017404903,"about_ca_topic_score_gemma":0.00003318155,"teacher_disagreement_score":0.98645854,"about_ca_system_score_codex":0.000007194871,"about_ca_system_score_gemma":0.00003793736,"threshold_uncertainty_score":0.5634534},"labels":[],"label_agreement":null},{"id":"W3125448834","doi":"10.3997/2214-4609.202010335","title":"Azimuthal Seismic Difference Inversion for Tilted Fracture Weaknesses","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Azimuth; Geology; Isotropy; Inversion (geology); Seismic inversion; Amplitude; Seismology; Gaussian; Reflection (computer programming); Geophysics; Geodesy; Geometry; Optics; Computer science; Physics; Mathematics","score_opus":0.016259314403076142,"score_gpt":0.224951207796254,"score_spread":0.20869189339317784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125448834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79695606,0.0013681807,0.13178329,0.01919125,0.0014794426,0.00049645087,0.0002343235,0.0010591156,0.047431856],"genre_scores_gemma":[0.9722285,0.000073783645,0.0048322747,0.0146231735,0.00007801993,0.0000011917006,0.00026420597,0.0000033373633,0.007895497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922556,0.00003359137,0.0001191313,0.00025661907,0.00014700979,0.00021809748],"domain_scores_gemma":[0.9994512,0.0001628559,0.000037626127,0.00017653905,0.00008795367,0.00008379867],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008503046,0.000112747235,0.00013043749,0.00005100028,0.00015717073,0.00005862649,0.0001504752,0.00007939853,0.003910374],"category_scores_gemma":[0.00007318419,0.000086812914,0.00006761169,0.00015222348,0.00004599227,0.00013567868,0.000012417286,0.00010392149,0.00012886437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086749686,0.00005897456,0.10520566,0.00012012556,0.000036874713,0.000039473594,0.00030957855,0.0005486191,0.0012766755,0.00016094092,0.5571833,0.334973],"study_design_scores_gemma":[0.0004310245,0.00010335648,0.025320848,0.00004105561,0.00001987985,0.00003176817,0.0006174334,0.2584387,0.083281286,0.005461483,0.62593716,0.0003160121],"about_ca_topic_score_codex":0.0013521705,"about_ca_topic_score_gemma":0.00004630007,"teacher_disagreement_score":0.334657,"about_ca_system_score_codex":0.0000036288618,"about_ca_system_score_gemma":0.00007385981,"threshold_uncertainty_score":0.99700016},"labels":[],"label_agreement":null},{"id":"W3126134212","doi":"10.3997/2214-4609.202011590","title":"Microseismic Monitoring of Mines in Real Time with Ensemble Kalman Filter: A Canadian Case Study","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Kalman filter; Rock mass classification; Seismic velocity; Geology; Mining engineering; Seismology; Filter (signal processing); Computer science; Artificial intelligence; Geotechnical engineering","score_opus":0.02212183010855937,"score_gpt":0.22429668492303512,"score_spread":0.20217485481447575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126134212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99136513,0.000028572718,0.0000058175665,0.0004716212,0.000027981427,0.00015992326,0.0000149939315,0.000053447748,0.007872505],"genre_scores_gemma":[0.99795926,0.0000067098226,0.0012657829,0.0004678659,0.000030147909,6.806426e-7,0.0000075181583,0.000002894774,0.0002591544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993608,0.000033185486,0.00014338396,0.00017594236,0.0000944324,0.00019228397],"domain_scores_gemma":[0.999613,0.00003160581,0.00003106132,0.00010304565,0.000022125485,0.00019918388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099660494,0.00008896999,0.00014025117,0.000114236274,0.000054834836,0.00001927982,0.00011251057,0.000024740088,0.00047941194],"category_scores_gemma":[0.000009835262,0.00006846283,0.00001624662,0.00022347362,0.000031136122,0.00010572841,0.000005784134,0.00006350535,0.000028754772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020607311,0.000013007661,0.9851119,0.000007336478,0.0000071991335,0.0014895627,0.0020854953,0.000080407255,0.00030187887,2.754347e-7,0.0033999807,0.0074823857],"study_design_scores_gemma":[0.005779566,0.008918547,0.51787436,0.0003731718,0.00016050453,0.004228978,0.14124054,0.19627836,0.102069035,0.00013446031,0.020369852,0.0025726294],"about_ca_topic_score_codex":0.9201913,"about_ca_topic_score_gemma":0.17170432,"teacher_disagreement_score":0.748487,"about_ca_system_score_codex":0.000005749762,"about_ca_system_score_gemma":0.00010920822,"threshold_uncertainty_score":0.8434099},"labels":[],"label_agreement":null},{"id":"W3126330155","doi":"10.5194/se-12-1143-2021","title":"Seismic imaging across fault systems in the Abitibi greenstone belt – an analysis of pre- and post-stack migration approaches in the Chibougamau area, Quebec, Canada","year":2021,"lang":"en","type":"article","venue":"Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi; Laurentian University","funders":"Materials and Energy Research Center; Canada First Research Excellence Fund; European Commission","keywords":"Geology; Seismology; Fault (geology); Context (archaeology); Paleontology","score_opus":0.01636799727360147,"score_gpt":0.23150108048177562,"score_spread":0.21513308320817415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126330155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99621975,0.0011395953,0.00008909704,0.001840726,0.000053438616,0.00016824125,0.00018251553,0.000013319762,0.0002933291],"genre_scores_gemma":[0.9975121,0.00006116026,0.00004868728,0.0016651748,0.000022296996,0.000002575498,0.00056758866,0.0000025157767,0.00011791508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856573,0.00034522184,0.00026778594,0.00025378985,0.0003115695,0.00025587608],"domain_scores_gemma":[0.9993761,0.00013194945,0.00009595214,0.00030548705,0.000051752868,0.000038722712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068698893,0.00012219888,0.00023937774,0.00010843318,0.00013369875,0.00013567727,0.00022002576,0.000036843987,0.000020244323],"category_scores_gemma":[0.000034661556,0.00007854146,0.000045274803,0.0006732348,0.000107599255,0.00024484177,0.000011864902,0.00018109995,5.7241897e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023499417,0.000037477002,0.9260748,0.000043669443,0.00005060179,0.00004737582,0.017222878,0.038200002,0.00008736974,0.000016903123,0.0006399186,0.017555505],"study_design_scores_gemma":[0.00006934313,0.0000120862705,0.5922227,0.000017523977,0.000027105805,0.000015614825,0.018327272,0.38885716,0.00008568238,0.000011261264,0.00028500683,0.000069255744],"about_ca_topic_score_codex":0.9896851,"about_ca_topic_score_gemma":0.9949115,"teacher_disagreement_score":0.35065717,"about_ca_system_score_codex":0.000008448345,"about_ca_system_score_gemma":0.00017331404,"threshold_uncertainty_score":0.3202828},"labels":[],"label_agreement":null},{"id":"W3126410816","doi":"10.1061/(asce)he.1943-5584.0002079","title":"Comparing Five Kinematic Wave Schemes for Open-Channel Routing for Wide-Tooth-Comb-Wave Hydrographs","year":2021,"lang":"en","type":"article","venue":"Journal of Hydrologic Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Hydrograph; Kinematic wave; Routing (electronic design automation); Channel (broadcasting); Geology; Kinematics; Open-channel flow; Flow routing; Hydrology (agriculture); Computer science; Meteorology; Computer network; Surface runoff; Geotechnical engineering; Drainage basin; Geography; Physics; Cartography; Turbulence","score_opus":0.04263059418904608,"score_gpt":0.23800396088281167,"score_spread":0.1953733666937656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126410816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7102957,0.0034908375,0.28108966,0.0017072983,0.0013305485,0.0006838814,0.00002885709,0.00015724837,0.001216013],"genre_scores_gemma":[0.93096787,0.00006567516,0.06811941,0.00059282413,0.00014459979,0.000004085758,0.000021254022,0.000009346606,0.00007495511],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869215,0.000029089822,0.00053789705,0.00019520677,0.00017281355,0.00037286564],"domain_scores_gemma":[0.99861544,0.0006476483,0.00031765722,0.00014133126,0.00016358527,0.00011430568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091168523,0.00018296312,0.00048335563,0.00017198513,0.00015748847,0.00014590519,0.00029147186,0.000079197824,0.000056144523],"category_scores_gemma":[0.0006572577,0.00015163794,0.00023747611,0.00018426239,0.000028565795,0.000354683,0.000042912307,0.00024537844,0.0000017827671],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005456196,0.00025362172,0.037490353,0.0013653112,0.0011281548,0.0006549932,0.0020628923,0.8955667,0.0040426957,0.0012505585,0.023264231,0.032374866],"study_design_scores_gemma":[0.00079164264,0.0003086959,0.00065964565,0.00023804168,0.000059785503,0.00029826208,0.00023527839,0.9824127,0.00677814,0.0025663497,0.0054442375,0.00020720955],"about_ca_topic_score_codex":0.000051463445,"about_ca_topic_score_gemma":0.000004044681,"teacher_disagreement_score":0.22067219,"about_ca_system_score_codex":0.000012789617,"about_ca_system_score_gemma":0.00004823977,"threshold_uncertainty_score":0.6183616},"labels":[],"label_agreement":null},{"id":"W3127033902","doi":"10.11575/prism/27737","title":"Seismic Data Interpolation: The Arbitrarily Sampled Fourier Transform Method","year":2017,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpolation (computer graphics); Fourier transform; Mathematics; Algorithm; Computer science; Geology; Mathematical analysis; Computer graphics (images)","score_opus":0.027194006705948504,"score_gpt":0.2526723300910114,"score_spread":0.2254783233850629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127033902","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007928041,0.001140843,0.5880358,0.003885596,0.0013695002,0.00078827026,0.00009830423,0.00021559252,0.39653802],"genre_scores_gemma":[0.10050521,0.002897046,0.67340356,0.0021904346,0.00028847024,7.136643e-7,0.03549564,0.00005752228,0.18516138],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987785,0.00010420848,0.00016447833,0.0003963427,0.00034699866,0.00020944445],"domain_scores_gemma":[0.99834496,0.00015048863,0.00034130103,0.0010203052,0.00006310686,0.000079844875],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055792934,0.0001979,0.00031494396,0.00014912938,0.0005967688,0.0000568439,0.0019793895,0.00023492894,0.0021678577],"category_scores_gemma":[0.000042399508,0.00017417106,0.00014447632,0.000078182384,0.00015158702,0.0005570573,0.000031725573,0.0004820979,0.0000611114],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017160982,0.000008195712,0.0003771517,0.000051868356,0.00007598462,0.000008269261,0.0013579086,7.3411707e-7,0.0000047282992,0.000032441385,0.03630164,0.9616095],"study_design_scores_gemma":[0.00026552737,0.000056136545,0.0098854005,0.000093408366,0.00018618072,0.0000049918417,0.00058159296,0.65219873,0.000076605815,0.0027243672,0.3336992,0.00022781962],"about_ca_topic_score_codex":0.04209861,"about_ca_topic_score_gemma":0.0007810469,"teacher_disagreement_score":0.9613817,"about_ca_system_score_codex":0.000007030001,"about_ca_system_score_gemma":0.00019859635,"threshold_uncertainty_score":0.9987443},"labels":[],"label_agreement":null},{"id":"W3127304517","doi":"10.1190/geo2020-0439.1","title":"Determining the transverse isotropic rocks’ static elastic moduli with cylindrical plugs: Shortfalls, challenges, and expected outcomes","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Alberta Energy; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Isotropy; Transverse isotropy; Moduli; Transverse plane; Anisotropy; Geometry; Plane stress; Mechanics; Geology; Mathematical analysis; Shear modulus; Physics; Mathematics; Optics; Structural engineering; Engineering","score_opus":0.01829385080120188,"score_gpt":0.20287641569599474,"score_spread":0.18458256489479286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127304517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938392,0.00090276665,0.0019071599,0.0014280275,0.0001335717,0.00012110103,0.00002280238,0.00012743316,0.0015179093],"genre_scores_gemma":[0.9970117,0.00049812626,0.0013000771,0.00095089583,0.00004569213,0.0000020464104,0.000043501477,0.000006142587,0.00014178504],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990591,0.00006663751,0.00013337137,0.00026321743,0.00023150415,0.0002461791],"domain_scores_gemma":[0.9994161,0.00019874955,0.00004315925,0.00021295859,0.0000523721,0.00007664753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048766266,0.00015191553,0.00019112397,0.000027416028,0.00016376596,0.00004926264,0.00012794866,0.000038928134,0.00008918046],"category_scores_gemma":[0.000025270294,0.00009452332,0.000041001655,0.00011229341,0.00010526677,0.00015467867,0.000013588036,0.00017667832,0.000029487192],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061653926,0.00014441789,0.19119972,0.00011262852,0.00018102596,0.00018679087,0.007268092,0.000820197,0.000036505535,0.00028421442,0.0011318392,0.7985729],"study_design_scores_gemma":[0.0011200539,0.00044263247,0.93921506,0.00008693401,0.00014491138,0.000046356014,0.0048711956,0.04362374,0.0003810852,0.0030164348,0.006510868,0.00054074265],"about_ca_topic_score_codex":0.00024650904,"about_ca_topic_score_gemma":0.00011169111,"teacher_disagreement_score":0.79803216,"about_ca_system_score_codex":0.0000041204557,"about_ca_system_score_gemma":0.000050336697,"threshold_uncertainty_score":0.38545492},"labels":[],"label_agreement":null},{"id":"W3127443479","doi":"10.1002/essoar.10506130.1","title":"Full-waveform adjoint Q tomography in viscoelastic medium with central-frequency measurements","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Preprint; Viscoelasticity; Waveform; Geology; Computer science; Physics; Geophysics; World Wide Web; Telecommunications","score_opus":0.024279356523356662,"score_gpt":0.21276364107629772,"score_spread":0.18848428455294106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127443479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.779439,0.0033812677,0.018972017,0.0039756442,0.004369931,0.0018206809,0.00013001882,0.0011738528,0.18673763],"genre_scores_gemma":[0.9798571,0.00021674455,0.017753577,0.0013646598,0.000094370305,0.000007693119,0.00054532377,0.000010901918,0.00014964107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737626,0.00010531824,0.0004389635,0.0007010093,0.00075120106,0.00062724174],"domain_scores_gemma":[0.9989563,0.00004060767,0.00015909392,0.000503324,0.0001179494,0.0002226973],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004089412,0.0003862943,0.00043908446,0.00042062515,0.00007614644,0.000179698,0.00045765933,0.0002228156,0.006190491],"category_scores_gemma":[0.00004056034,0.0002808832,0.00014222218,0.00040122002,0.00013151797,0.00022444711,0.00007788999,0.00074392254,0.00007159851],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014458488,0.00014324691,0.9561566,0.00040566621,0.00017798846,0.00027850788,0.00089114887,0.0018521436,0.00013253941,0.00001861557,0.006248164,0.033550784],"study_design_scores_gemma":[0.0020700407,0.0014072653,0.9249237,0.004512707,0.00026138264,0.00022004504,0.0026987079,0.036195464,0.014295432,0.0066187996,0.0035047685,0.0032916595],"about_ca_topic_score_codex":0.02613376,"about_ca_topic_score_gemma":0.0063640443,"teacher_disagreement_score":0.20041813,"about_ca_system_score_codex":0.000035384495,"about_ca_system_score_gemma":0.00040681235,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W3128039169","doi":"","title":"Panel Deconvolution of Receiver-Function Gathers: Improved Images via Cross-Trace Constraints","year":2008,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Deconvolution; Receiver function; Stacking; Algorithm; Minification; Computer science; Blind deconvolution; TRACE (psycholinguistics); Geology; Mathematical optimization; Mathematics; Seismology","score_opus":0.022619226265826513,"score_gpt":0.23137075083194575,"score_spread":0.20875152456611923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128039169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98013335,0.0003575961,0.0005496242,0.00010144725,0.0004008042,0.00014272309,0.000029799843,0.00021857244,0.018066062],"genre_scores_gemma":[0.99580413,0.00013193558,0.0033494474,0.0002795841,0.00008447526,0.0000010217972,0.000051305477,0.0000071789736,0.0002909338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859697,0.00006799484,0.00043162517,0.00032160425,0.00024278312,0.0003390342],"domain_scores_gemma":[0.9989927,0.00021828136,0.00033661534,0.00020847382,0.00012880428,0.00011513484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060973776,0.0001764409,0.00020594217,0.000103715654,0.00025875514,0.000035496792,0.00019117541,0.0001323109,0.000114508446],"category_scores_gemma":[0.00023879268,0.00016563814,0.00009134883,0.00013798496,0.0004962787,0.00040885218,0.000010390304,0.00022612396,0.00013908175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001364572,0.0000770665,0.86564875,0.0000725735,0.000049635833,0.00003758576,0.0005466589,0.0022918312,0.01859763,0.0000030852814,0.004757465,0.10778127],"study_design_scores_gemma":[0.00051460665,0.00024765357,0.9390371,0.000121703815,0.000028173712,0.00013817115,0.00028867176,0.008278649,0.048390698,0.0004049362,0.002217658,0.00033200945],"about_ca_topic_score_codex":0.041230462,"about_ca_topic_score_gemma":0.00029570473,"teacher_disagreement_score":0.10744926,"about_ca_system_score_codex":0.000011603989,"about_ca_system_score_gemma":0.00007146592,"threshold_uncertainty_score":0.96515405},"labels":[],"label_agreement":null},{"id":"W3128185572","doi":"10.1190/geo2020-0629.1","title":"Accelerating least-squares Kirchhoff time migration using beam methodology","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"National Natural Science Foundation of China","keywords":"Seismic migration; Least-squares function approximation; Algorithm; Stacking; Computer science; Offset (computer science); Beam (structure); Quadratic equation; TRACE (psycholinguistics); Diffraction; Optics; Geology; Mathematics; Geometry; Physics; Seismology; Statistics","score_opus":0.07721629354091028,"score_gpt":0.2717017055058546,"score_spread":0.19448541196494432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128185572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98480594,0.00019075074,0.008471034,0.0004162646,0.0004043318,0.00006284336,0.00002479588,0.00015586533,0.005468153],"genre_scores_gemma":[0.89311975,0.000015846354,0.10126983,0.0030639656,0.00043818564,7.6067795e-7,0.00029205662,0.000008508376,0.001791085],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991363,0.00015501588,0.0001420334,0.00021568131,0.00013930243,0.00021162648],"domain_scores_gemma":[0.99952704,0.00011950831,0.000065607586,0.00016264037,0.00007800516,0.00004722767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020832443,0.00009961523,0.00014688313,0.00003826583,0.00023713484,0.00009457139,0.00010108783,0.000053936703,0.000642917],"category_scores_gemma":[0.00006983773,0.00009601001,0.000059033595,0.00016709982,0.000061733575,0.0001891014,0.00001681227,0.00012523028,0.00022268649],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032763965,0.000049267786,0.02873743,0.00005974145,0.000066742,0.00006955855,0.0015601664,0.0033076508,0.11854826,0.00041666927,0.019399162,0.8277526],"study_design_scores_gemma":[0.00038582124,0.0001852505,0.021047037,0.00008296434,0.00008287993,0.00012146178,0.0009965706,0.57603157,0.33064342,0.019904107,0.049765944,0.000752991],"about_ca_topic_score_codex":0.003254765,"about_ca_topic_score_gemma":0.00003796886,"teacher_disagreement_score":0.8269996,"about_ca_system_score_codex":0.0000047058843,"about_ca_system_score_gemma":0.00009670612,"threshold_uncertainty_score":0.70394903},"labels":[],"label_agreement":null},{"id":"W3128187331","doi":"10.1190/geo2020-0199.1","title":"Direct updating of rock-physics properties using elastic full-waveform inversion","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Amplitude; Isotropy; Seismic inversion; Reservoir modeling; Geology; Synthetic data; Inverse problem; Algorithm; Geophysics; Computational physics; Physics; Statistical physics; Mathematics; Mathematical analysis; Geometry; Optics; Geotechnical engineering; Seismology","score_opus":0.02597082012730362,"score_gpt":0.20537659197262273,"score_spread":0.1794057718453191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128187331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893055,0.00016929493,0.003523799,0.00005290306,0.00029229687,0.00006732212,0.000020887785,0.0000954219,0.006472582],"genre_scores_gemma":[0.99666214,0.00003432899,0.0026029176,0.00033098826,0.00013045412,2.5572598e-7,0.00006240521,0.000005247021,0.00017126778],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999118,0.000043402928,0.00018456105,0.0001982257,0.00023875621,0.00021709882],"domain_scores_gemma":[0.9994738,0.00004430645,0.000112890935,0.00019657859,0.00012147802,0.000050928462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008805648,0.0001208269,0.00019031916,0.000031035364,0.00015715856,0.000030777825,0.00011904682,0.00004173215,0.00018509202],"category_scores_gemma":[0.000041295716,0.000102623264,0.00007842705,0.00030343593,0.00005146715,0.00028470848,0.00003556631,0.00011032792,0.00009784623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022583499,0.00033512147,0.079273134,0.0011342897,0.00027203417,0.00010039353,0.0041945586,0.08803137,0.2358715,0.00065192586,0.005691166,0.5842187],"study_design_scores_gemma":[0.00019945622,0.00010950931,0.0015061465,0.00022104474,0.000052155672,0.000013277691,0.0009632504,0.6137904,0.37932318,0.0018786142,0.0016414262,0.00030153152],"about_ca_topic_score_codex":0.0014613726,"about_ca_topic_score_gemma":0.000007553825,"teacher_disagreement_score":0.58391714,"about_ca_system_score_codex":0.000008486885,"about_ca_system_score_gemma":0.00010891236,"threshold_uncertainty_score":0.41848552},"labels":[],"label_agreement":null},{"id":"W3128773410","doi":"","title":"Improvement of SuperDARN Data Products by Signal-Derived Weights","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"SIGNAL (programming language); Geology; Computer science; Remote sensing; Geodesy","score_opus":0.036088568548658,"score_gpt":0.23427785136720586,"score_spread":0.19818928281854786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128773410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813719,0.00067889114,0.000021762715,0.0009521257,0.00026719194,0.00017930644,0.00014180859,0.00014406035,0.016242955],"genre_scores_gemma":[0.9940793,0.000046066987,0.0042620194,0.0005595887,0.00010665063,6.7683254e-7,0.0006405141,0.0000063371635,0.00029888164],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99841064,0.000045967605,0.000373657,0.00042807296,0.00042601177,0.00031563969],"domain_scores_gemma":[0.99881756,0.00010440261,0.00020228326,0.000553347,0.00014702578,0.00017539189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040238,0.00015945347,0.00019743042,0.00006397221,0.00008032248,0.000046243254,0.0006218899,0.00006440524,0.000023669076],"category_scores_gemma":[0.00032523056,0.00013060389,0.000024296694,0.0001354332,0.00009998265,0.00037377691,0.000058973266,0.00015644595,0.00010825826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011237574,0.00020625083,0.17056218,0.00016685775,0.000083743216,0.00003583332,0.0011616354,0.00061419513,0.04055583,0.0000052392647,0.63291025,0.1535856],"study_design_scores_gemma":[0.0011968018,0.0008509987,0.023610858,0.00032041883,0.0000801183,0.000025766758,0.0014695085,0.015958393,0.731141,0.00095892855,0.22349942,0.0008878033],"about_ca_topic_score_codex":0.07939478,"about_ca_topic_score_gemma":0.0004257472,"teacher_disagreement_score":0.69058514,"about_ca_system_score_codex":0.0000067624906,"about_ca_system_score_gemma":0.0001226,"threshold_uncertainty_score":0.9267356},"labels":[],"label_agreement":null},{"id":"W3129051777","doi":"10.3997/2214-4609.202020026","title":"Microseismic Monitoring of Rockburst with an Ensemble Kalman Filter","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Kalman filter; Geology; Rock mass classification; Ensemble Kalman filter; Seismology; Filter (signal processing); Seismic velocity; Mining engineering; Computer science; Extended Kalman filter; Geotechnical engineering; Artificial intelligence","score_opus":0.023921590802583576,"score_gpt":0.21925685444221463,"score_spread":0.19533526363963105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129051777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98479974,0.0000936038,0.0023034639,0.0009966629,0.00006111397,0.00006641079,0.00000989112,0.00016459826,0.011504525],"genre_scores_gemma":[0.98461485,0.000013600644,0.012891762,0.0021564171,0.00007036186,2.1213998e-7,0.000015300027,0.0000029653474,0.00023452548],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994504,0.000018631177,0.000103995924,0.00016300929,0.0001232065,0.00014075004],"domain_scores_gemma":[0.99966663,0.000018112694,0.00003780255,0.00011365606,0.000026139083,0.00013768228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052545573,0.000079197765,0.000105366365,0.000031345506,0.00005718433,0.000021342543,0.00015666996,0.00002584956,0.0008423698],"category_scores_gemma":[0.000006961873,0.000056116,0.000022043472,0.000111292524,0.000042932093,0.00021057736,0.0000061741152,0.00007214832,0.00006239197],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013229696,0.000018767903,0.89355165,0.00003754989,0.00001741663,0.0000139338035,0.001013237,0.00041982374,0.005905295,0.000013998313,0.012813815,0.086062215],"study_design_scores_gemma":[0.0005659702,0.0017900376,0.070581466,0.00006759527,0.000026198451,0.0000273353,0.002566329,0.05296155,0.8333647,0.00025631988,0.03733622,0.00045628168],"about_ca_topic_score_codex":0.002569997,"about_ca_topic_score_gemma":0.000009252448,"teacher_disagreement_score":0.8274594,"about_ca_system_score_codex":0.0000010916448,"about_ca_system_score_gemma":0.000021833604,"threshold_uncertainty_score":0.92233586},"labels":[],"label_agreement":null},{"id":"W3129071914","doi":"10.1680/jgeot.20.p.023","title":"An analytical solution for self-weight consolidation based on one-dimensional small-strain consolidation wave theory","year":2021,"lang":"en","type":"article","venue":"Géotechnique","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Terzaghi's principle; Consolidation (business); Biot number; Geotechnical engineering; Mathematics; Mechanics; Pore water pressure; Physics; Geology","score_opus":0.03106532723580508,"score_gpt":0.2502797320508068,"score_spread":0.2192144048150017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129071914","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03029511,0.000046360747,0.9547936,0.00482542,0.00029809502,0.00090042857,0.00052618014,0.0012764914,0.0070383237],"genre_scores_gemma":[0.8401667,0.000010529774,0.14951235,0.0071866065,0.00014319194,0.000020698162,0.0027909928,0.00001170496,0.00015722093],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99839187,0.00033079588,0.00027501653,0.00044591367,0.00025085043,0.00030555195],"domain_scores_gemma":[0.99881524,0.00040547483,0.00010369986,0.00034292665,0.00019838591,0.0001342486],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010736049,0.00017663733,0.00019422082,0.00018584316,0.00025248236,0.00007354465,0.00012841418,0.00022178468,0.0010431868],"category_scores_gemma":[0.00016680133,0.00017244654,0.00009801102,0.0002191235,0.00010756294,0.00019343899,0.00000820509,0.00022468425,0.000035900463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017997769,0.0018017985,0.006413151,0.0002797258,0.00022320192,0.00015922092,0.00045154768,0.0046302634,0.049760353,0.06329184,0.07243801,0.7987511],"study_design_scores_gemma":[0.00040658363,0.00039454785,0.0018821969,0.00006471607,0.000047268935,0.000025706398,0.000022812364,0.839089,0.13200194,0.015888441,0.0098912,0.0002856445],"about_ca_topic_score_codex":0.000094369374,"about_ca_topic_score_gemma":0.000019946943,"teacher_disagreement_score":0.8344587,"about_ca_system_score_codex":0.000030283161,"about_ca_system_score_gemma":0.00025163637,"threshold_uncertainty_score":0.99987},"labels":[],"label_agreement":null},{"id":"W3130661074","doi":"10.11575/prism/37331","title":"Microseismic Monitoring of a Duvernay Hydraulic-Fracturing Stimulation, Alberta Canada: Processing and Interpretation assisted by Finite-Difference Synthetic Seismograms","year":2019,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Hydraulic fracturing; Seismogram; Geology; Seismology; Interpretation (philosophy); Petroleum engineering; Computer science","score_opus":0.006155175066199148,"score_gpt":0.18652730825738076,"score_spread":0.18037213319118162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130661074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98355985,0.0010706165,0.01284934,0.00011567173,0.00026542568,0.0002473094,0.000009498668,0.00003635917,0.0018459312],"genre_scores_gemma":[0.9923008,0.00014810813,0.002779158,0.000055566496,0.000005313345,1.3471809e-7,0.0005433806,0.000008684558,0.004158843],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988665,0.000058155754,0.00023268089,0.00033422787,0.00031927467,0.00018915169],"domain_scores_gemma":[0.9988816,0.0002247698,0.00051921606,0.00017040936,0.00010820747,0.000095828946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009864117,0.00021093858,0.00037018408,0.00016930597,0.00016501028,0.000026822656,0.00028027847,0.00018751693,0.000081842714],"category_scores_gemma":[0.00006478628,0.00024120198,0.000064856045,0.00013005733,0.00007733367,0.0002180521,0.00001807131,0.00026128293,0.000002519758],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016534215,0.000020026964,0.05709648,0.00061277265,0.000051347266,0.0000054851425,0.0030994958,0.00007216938,0.00053009635,7.404379e-7,0.0006058533,0.9377402],"study_design_scores_gemma":[0.00045621704,0.00009886456,0.28075802,0.0014682472,0.00018658272,0.0000056545873,0.0014077509,0.706906,0.0050128647,0.000054785098,0.0031735848,0.00047136366],"about_ca_topic_score_codex":0.81639254,"about_ca_topic_score_gemma":0.017679704,"teacher_disagreement_score":0.93726885,"about_ca_system_score_codex":0.000035601814,"about_ca_system_score_gemma":0.0003524747,"threshold_uncertainty_score":0.98656905},"labels":[],"label_agreement":null},{"id":"W3130828399","doi":"10.1029/2020jf005941","title":"Imaging the P‐Wave Velocity Structure of Arctic Subsea Permafrost Using Laplace‐Domain Full‐Waveform Inversion","year":2021,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"Ministry of Oceans and Fisheries","keywords":"Permafrost; Geology; Subsea; Arctic; Continental shelf; Seismology; Bathymetry; Geothermal gradient; Geomorphology; Geophysics; Oceanography","score_opus":0.039054414699232265,"score_gpt":0.2885352475061239,"score_spread":0.24948083280689165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130828399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967205,0.00055559014,0.00020637046,0.0017235172,0.00022192589,0.000101190235,0.000073271214,0.000009971687,0.0003876716],"genre_scores_gemma":[0.9943529,0.00013998056,0.0048435656,0.0002847497,0.00019061838,3.6200976e-8,0.000017795637,0.000006810749,0.00016353632],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99662405,0.0006888462,0.00041579315,0.00021839335,0.0015311192,0.00052182435],"domain_scores_gemma":[0.99736017,0.0007625742,0.00025833314,0.00030392464,0.0010818966,0.00023308922],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015380377,0.00015425443,0.000334943,0.00012947747,0.0004127831,0.00012034512,0.0003938786,0.00006759405,0.000988248],"category_scores_gemma":[0.0004995296,0.0001003701,0.00020188549,0.00078042253,0.0005362272,0.00046198445,0.00009397383,0.0012182748,0.000024831805],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017674775,0.00034072925,0.32202184,0.00049952685,0.0003213262,0.0013061065,0.004483596,0.005537784,0.55943656,0.00037914808,0.01088172,0.09302419],"study_design_scores_gemma":[0.0018224319,0.00098096,0.31496698,0.00083401025,0.00008993875,0.0011844173,0.0097791655,0.35149926,0.27668655,0.021790186,0.01972161,0.00064449426],"about_ca_topic_score_codex":0.002111382,"about_ca_topic_score_gemma":0.00007704243,"teacher_disagreement_score":0.34596148,"about_ca_system_score_codex":0.000032678974,"about_ca_system_score_gemma":0.0005513305,"threshold_uncertainty_score":0.99992496},"labels":[],"label_agreement":null},{"id":"W3130843802","doi":"","title":"RSTT Canada: A revised local- and regional-scale velocity model for improved event location","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Event (particle physics); Geography; Regional science; Computer science; Cartography; Physics","score_opus":0.01455288357180052,"score_gpt":0.21177054738702877,"score_spread":0.19721766381522826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130843802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989075,0.00041767897,0.00509479,0.0025153433,0.00016351708,0.0004498189,0.000031964646,0.000092369955,0.0021595315],"genre_scores_gemma":[0.9913557,0.00004679019,0.0049903714,0.0028996298,0.00003314395,0.0000031394281,0.00008801821,0.000005456575,0.0005777295],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903435,0.000021550248,0.00023982725,0.00028782175,0.00015997786,0.00025647302],"domain_scores_gemma":[0.9993176,0.00016541172,0.00014176208,0.00016005292,0.00010242872,0.00011274979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045454805,0.00012435394,0.0001547937,0.000036283494,0.00012656371,0.0000331127,0.00012291981,0.00006412256,0.000005381568],"category_scores_gemma":[0.00008034581,0.00011292924,0.000031246003,0.00006983007,0.000042770185,0.00012644909,0.000009039992,0.00011252505,0.000011934899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036428447,0.00008067685,0.15395498,0.0009120521,0.00007543978,0.000006641349,0.0010850941,0.3431267,0.0009426414,0.00004812241,0.15499775,0.3444056],"study_design_scores_gemma":[0.00025741296,0.000042910342,0.034741197,0.000120660785,0.000011381537,0.0000049910936,0.00012770362,0.95532346,0.0004805689,0.00035731847,0.008360595,0.00017180819],"about_ca_topic_score_codex":0.79677576,"about_ca_topic_score_gemma":0.39343786,"teacher_disagreement_score":0.61219674,"about_ca_system_score_codex":0.000026593045,"about_ca_system_score_gemma":0.0002914135,"threshold_uncertainty_score":0.6176303},"labels":[],"label_agreement":null},{"id":"W3131030962","doi":"10.1155/2021/6623861","title":"A Combined Denoising Method for Microseismic Signals from Coal Seam Hydraulic Fracturing: Multithreshold Wavelet Packet Transform and Improved Hilbert‐Huang Transform","year":2021,"lang":"en","type":"article","venue":"Shock and Vibration","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Microseism; Noise reduction; Hydraulic fracturing; SIGNAL (programming language); Coal mining; Engineering; Wavelet transform; Wavelet; Computer science; Pattern recognition (psychology); Coal; Artificial intelligence; Algorithm; Petroleum engineering; Civil engineering","score_opus":0.013611547957646148,"score_gpt":0.24400649699046684,"score_spread":0.23039494903282068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131030962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57532454,0.001211353,0.41560617,0.0058742417,0.00018668897,0.00068180636,0.00035880404,0.0001428885,0.0006135115],"genre_scores_gemma":[0.9656064,0.0002379392,0.029650627,0.0034136488,0.00007720836,0.000006379845,0.0008794999,0.000009628747,0.00011865715],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989522,0.00005441872,0.00025208795,0.00037147934,0.000116669486,0.00025313516],"domain_scores_gemma":[0.99942374,0.00024406821,0.00006066759,0.000112823705,0.000043939082,0.00011477767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024363611,0.00018339713,0.0002419504,0.000067270244,0.0003184812,0.00018447843,0.000067138404,0.00012712851,0.00013911982],"category_scores_gemma":[0.000021918946,0.00016273261,0.000069064125,0.000080929254,0.000048440503,0.000464404,0.000006841234,0.00013968439,0.0000021264634],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005940209,0.00007244312,0.004668495,0.00018377908,0.00011273834,0.00001233343,0.004083777,0.00016073568,0.117731914,0.000041199062,0.0028214373,0.86951715],"study_design_scores_gemma":[0.0012937828,0.0002216506,0.0036756608,0.000052433592,0.000057874524,0.000014417099,0.0005330409,0.52731055,0.45258704,0.005537128,0.0084445635,0.00027186688],"about_ca_topic_score_codex":0.0028514944,"about_ca_topic_score_gemma":0.00026076048,"teacher_disagreement_score":0.86924523,"about_ca_system_score_codex":0.000007360363,"about_ca_system_score_gemma":0.00005581901,"threshold_uncertainty_score":0.6636043},"labels":[],"label_agreement":null},{"id":"W3131639001","doi":"10.1093/gji/ggab074","title":"Robust deep learning seismic inversion with<i>a priori</i>initial model constraint","year":2021,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Inversion (geology); A priori and a posteriori; Seismic inversion; Synthetic data; Artificial neural network; Computer science; Seismic survey; Seismic to simulation; Reservoir modeling; Data set; Deep learning; Training set; Data mining; Algorithm; Geology; Artificial intelligence; Seismology; Mathematics","score_opus":0.019804272385005945,"score_gpt":0.22649589434878584,"score_spread":0.20669162196377988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131639001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72831976,0.00014237461,0.2120139,0.0071012788,0.0014122314,0.00008770727,0.000041665844,0.0001909453,0.050690133],"genre_scores_gemma":[0.984649,0.00008388425,0.0104092965,0.0031958397,0.00051105494,3.3952398e-7,0.00009785817,0.0000055181863,0.0010472053],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987246,0.00007447777,0.00020676429,0.00021857073,0.00053601887,0.00023957608],"domain_scores_gemma":[0.9992928,0.00007872402,0.0001186763,0.00007884343,0.0002684894,0.00016246323],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014883201,0.00013255441,0.00014103347,0.00008356655,0.0002532869,0.00019760327,0.00023546179,0.000051839535,0.0014722182],"category_scores_gemma":[0.000055602857,0.000107359134,0.00010380618,0.00011373354,0.00012515759,0.00040471455,0.000027886683,0.00062879344,0.00016858081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025928792,0.00013902235,0.016664244,0.000012180473,0.0002026128,0.0010290386,0.0004927997,0.5756026,0.00079695537,0.00079822703,0.010824486,0.39317858],"study_design_scores_gemma":[0.00046031753,0.00009788921,0.0018335861,0.000050267645,0.000017819404,0.0007508692,0.00032734324,0.98029083,0.0014681498,0.0034209786,0.011109509,0.00017244768],"about_ca_topic_score_codex":0.00016251957,"about_ca_topic_score_gemma":0.000010096161,"teacher_disagreement_score":0.40468827,"about_ca_system_score_codex":0.00002285086,"about_ca_system_score_gemma":0.00017024226,"threshold_uncertainty_score":0.99944055},"labels":[],"label_agreement":null},{"id":"W3131830380","doi":"10.1016/j.petrol.2021.108563","title":"Integration of well log-derived facies and 3D seismic attributes for seismic facies mapping: A case study from mansuri oil field, SW Iran","year":2021,"lang":"en","type":"article","venue":"Journal of Petroleum Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Shahid Chamran University of Ahvaz","keywords":"Facies; Geology; Seismic attribute; Reservoir modeling; Workflow; Well logging; Petrology; Oil field; Petroleum engineering; Geomorphology; Structural basin; Computer science","score_opus":0.023779367106437157,"score_gpt":0.2234253578801492,"score_spread":0.19964599077371203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131830380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703829,0.0008946344,0.027885174,0.00045478763,0.0002587465,0.000033617307,0.000025280153,0.000016653397,0.000048195478],"genre_scores_gemma":[0.993735,0.00025588667,0.0057364064,0.00016617408,0.00005011153,5.614006e-7,0.0000032114338,0.0000024980066,0.000050139923],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990476,0.000020371428,0.00030360822,0.00017223747,0.00026611236,0.00019008327],"domain_scores_gemma":[0.999295,0.00020559621,0.00013486911,0.00009265768,0.0001768698,0.00009501931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064673147,0.000116451694,0.00024127959,0.00025262168,0.00015957511,0.0001227313,0.00013691644,0.000036440055,0.000021690925],"category_scores_gemma":[0.00020497946,0.00009350819,0.000045163208,0.00022507452,0.000104955994,0.00050306297,0.000022619493,0.000149683,5.918117e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018053164,0.00020809339,0.18281633,0.00046822542,0.00025173216,0.0018622491,0.022913676,0.07121728,0.37570938,0.000016985903,0.0023389547,0.34201655],"study_design_scores_gemma":[0.0008842042,0.0006941139,0.02162254,0.00021441192,0.00006567138,0.0019338252,0.031971462,0.88873625,0.04850401,0.00009941699,0.0049924,0.00028169694],"about_ca_topic_score_codex":0.0010670166,"about_ca_topic_score_gemma":0.00003164016,"teacher_disagreement_score":0.81751895,"about_ca_system_score_codex":0.000008581266,"about_ca_system_score_gemma":0.00007164608,"threshold_uncertainty_score":0.38131535},"labels":[],"label_agreement":null},{"id":"W3131877133","doi":"10.1190/geo2020-0562.1","title":"Time-lapse detection using raypath interferometry","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Reflection (computer programming); Amplitude; Anomaly (physics); Seismology; Interferometry; Seismic wave; Geophysics; Geodesy; Optics","score_opus":0.019119138724771955,"score_gpt":0.20467108882403295,"score_spread":0.185551950099261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131877133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913226,0.00004956712,0.005795835,0.00022282625,0.00016833995,0.00005625225,0.000015646492,0.0002095201,0.0021594157],"genre_scores_gemma":[0.99578047,0.000005891559,0.0011401452,0.002781222,0.00020119699,1.2612777e-7,0.000019065139,0.0000032757812,0.00006860259],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994775,0.000026331552,0.00008743189,0.000155109,0.00011301797,0.00014059892],"domain_scores_gemma":[0.99975425,0.000020913885,0.000039342227,0.00008806867,0.000020272164,0.00007712557],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000051152332,0.00007903308,0.00009243489,0.000033101147,0.0000852854,0.00003106924,0.0001111228,0.000031485964,0.00051927427],"category_scores_gemma":[0.000018506167,0.000072475974,0.00004404834,0.00025302908,0.000042285,0.00017898645,0.000012133322,0.00011337674,0.001050521],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011505996,0.000031415868,0.015017043,0.00006409575,0.000043895376,0.000025556079,0.0013573335,0.0012111672,0.033688817,0.000012562457,0.008935897,0.9394972],"study_design_scores_gemma":[0.00019396305,0.00026983622,0.004975317,0.000020399373,0.000022931372,0.000009551057,0.00019152618,0.9300051,0.05127357,0.0009199723,0.011839644,0.00027820648],"about_ca_topic_score_codex":0.00087004056,"about_ca_topic_score_gemma":0.0000013222386,"teacher_disagreement_score":0.93921894,"about_ca_system_score_codex":0.0000034502636,"about_ca_system_score_gemma":0.000013988217,"threshold_uncertainty_score":0.99972725},"labels":[],"label_agreement":null},{"id":"W3132217125","doi":"10.1190/int-2020-0166.1","title":"Spatial delineation of rock types in the Meramec Formation by integrating core and seismic measurements, Loyal area, Kingfisher County, Anadarko Basin","year":2021,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Petrophysics; Permeability (electromagnetism); Drilling; Mineralogy; Hydraulic fracturing; Seismology; Petroleum reservoir; Petrology; Porosity; Shear (geology); Geotechnical engineering; Materials science; Paleontology","score_opus":0.019851526217475053,"score_gpt":0.22799731698170966,"score_spread":0.20814579076423462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132217125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7706986,0.00051452394,0.22514904,0.0012752727,0.00018069916,0.00016969499,0.000052581392,0.000030643376,0.00192893],"genre_scores_gemma":[0.9972917,0.000025564916,0.0007228512,0.0015773148,0.000013285895,0.0000013579701,0.00033391063,0.0000019016702,0.00003212287],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992676,0.00009775591,0.00022338996,0.00011118945,0.00021927395,0.00008080568],"domain_scores_gemma":[0.99960744,0.00008502675,0.000105661726,0.000071876224,0.00011568352,0.000014280649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035028535,0.00007006484,0.000087742446,0.000054042524,0.000051557312,0.00005396776,0.000070922004,0.000037341644,0.00010956984],"category_scores_gemma":[0.00013636785,0.000053019394,0.000019320923,0.00011502718,0.000020031988,0.0002908196,0.000004956163,0.00009182928,0.0000024257995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010374606,0.000034173976,0.22438195,0.000066620814,0.000020772104,0.0000039588585,0.005856928,0.0033752115,0.0020865684,0.000014228638,0.026414214,0.73764163],"study_design_scores_gemma":[0.00014533773,0.00005417461,0.008912873,0.00011177986,0.000012700842,0.000011564794,0.0010229293,0.9800829,0.007182539,0.0003146197,0.0020782026,0.0000703436],"about_ca_topic_score_codex":0.011770488,"about_ca_topic_score_gemma":0.001911198,"teacher_disagreement_score":0.9767077,"about_ca_system_score_codex":0.000012074713,"about_ca_system_score_gemma":0.000031608823,"threshold_uncertainty_score":0.9948102},"labels":[],"label_agreement":null},{"id":"W3132763414","doi":"10.2118/126164-ms","title":"Application of Relative Location Technique from Surface Arrays to Microseismicity Induced by Shale Fracturing","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Geology; Fracture (geology); Seismology; Filter (signal processing); Oil shale; Computer science; Geotechnical engineering; Paleontology","score_opus":0.00955034156129757,"score_gpt":0.22298163112885064,"score_spread":0.21343128956755306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132763414","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4811633,0.000060168146,0.51355666,0.0010662995,0.000022786857,0.00031468982,0.00003717945,0.00014497776,0.003633976],"genre_scores_gemma":[0.9579792,0.000007354946,0.039308716,0.002450697,0.000015525802,0.00000136978,0.00013667354,0.0000022194217,0.0000982367],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992504,0.000035602126,0.00019771881,0.00024179192,0.00014046369,0.00013403449],"domain_scores_gemma":[0.9995032,0.000063907726,0.00009740305,0.00020350076,0.00006555011,0.00006646771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018377509,0.00010133576,0.0001293095,0.00005478743,0.000068322326,0.00001678863,0.00017840361,0.00008752968,0.00015828767],"category_scores_gemma":[0.000026688764,0.000090982976,0.000025911937,0.00024618968,0.000022768358,0.0002419832,0.0000060346183,0.00012575515,0.000073181305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005695652,0.000063333915,0.025030253,0.000008640652,0.000012186169,3.7380593e-7,0.00065988256,0.0015411213,0.77815866,0.00008322056,0.015029295,0.17935608],"study_design_scores_gemma":[0.00007443985,0.00011050114,0.031717584,0.000023594363,0.0000051314732,6.411947e-7,0.000082036575,0.016594714,0.94403106,0.0036219556,0.0035913321,0.00014698964],"about_ca_topic_score_codex":0.023390794,"about_ca_topic_score_gemma":0.000016886934,"teacher_disagreement_score":0.4768159,"about_ca_system_score_codex":0.000010533982,"about_ca_system_score_gemma":0.000019409445,"threshold_uncertainty_score":0.9831125},"labels":[],"label_agreement":null},{"id":"W3134115468","doi":"","title":"Seismic Intensity Distribution Map based on Estimation of Surface Amplification factor byusing High Density Observation Network Data","year":2020,"lang":"en","type":"article","venue":"Japan Geoscience Union","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Geology; Intensity (physics); Seismology; Surface (topology); Estimation; Computer science; Geodesy; Geometry; Mathematics; Physics; Engineering; Optics","score_opus":0.04999441725212747,"score_gpt":0.23785854848635182,"score_spread":0.18786413123422435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134115468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6096914,0.0000071276804,0.38662544,0.0028487951,0.00030220757,0.00013806258,0.00027088955,0.00010689513,0.000009203533],"genre_scores_gemma":[0.9768279,0.0000062511417,0.01576238,0.0020316308,0.00005961427,1.9255988e-7,0.005296381,0.000002887129,0.000012744011],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99850994,0.00013400205,0.00026596294,0.00045562588,0.00040843527,0.00022604862],"domain_scores_gemma":[0.998953,0.000118365264,0.00025119315,0.00044149606,0.00013236658,0.00010360682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006892199,0.00013026856,0.00016645645,0.000036043835,0.00027035183,0.000063454056,0.00042725616,0.000071166054,0.000054605058],"category_scores_gemma":[0.00031832035,0.000119826545,0.000028109,0.00057622604,0.00014440296,0.00066519156,0.000037413956,0.00014960165,0.000034203615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012703132,0.000041310934,0.34178382,0.000062547006,0.000004151866,7.49995e-7,0.00020535814,0.530598,0.0009724255,0.00006630615,0.014163871,0.111974455],"study_design_scores_gemma":[0.000073657815,0.00008591035,0.2889094,0.000038728336,0.000006245548,5.040892e-7,0.000039378298,0.70776314,0.0018557288,0.0001373551,0.0009969333,0.000093001094],"about_ca_topic_score_codex":0.006286341,"about_ca_topic_score_gemma":0.000022736827,"teacher_disagreement_score":0.37086305,"about_ca_system_score_codex":0.000023904888,"about_ca_system_score_gemma":0.000072663395,"threshold_uncertainty_score":0.95031095},"labels":[],"label_agreement":null},{"id":"W3136547029","doi":"10.1190/geo2020-0331.1","title":"Full-waveform inversion with source and receiver coupling effects correction","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Inversion (geology); Waveform; Algorithm; Nonlinear system; Separable space; Computer science; Amplitude; Mathematics; Geology; Mathematical analysis; Optics; Telecommunications; Physics; Seismology","score_opus":0.004940946771404644,"score_gpt":0.17014090403044685,"score_spread":0.1651999572590422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136547029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99316204,0.00012924962,0.0030862954,0.0001444241,0.00039113968,0.0000603243,0.0000017600387,0.000115706454,0.0029090499],"genre_scores_gemma":[0.9966282,0.00011874221,0.00091773097,0.00096743455,0.00008405465,4.2306777e-7,0.00005899414,0.0000037096434,0.0012206786],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994755,0.000014080929,0.000056805355,0.00018021675,0.0001314499,0.00014195872],"domain_scores_gemma":[0.9996834,0.000073011346,0.000036237598,0.000104770945,0.000045971152,0.00005662388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005831025,0.00008406078,0.00009196572,0.000026809807,0.00016482043,0.000042428543,0.00003965874,0.00003603517,0.00008661155],"category_scores_gemma":[0.000013837213,0.000067584464,0.000019622285,0.0001644307,0.0000529698,0.0001784075,0.000011106799,0.000116104886,0.00009454915],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016486333,0.000031958603,0.08202492,0.00011115637,0.00003812058,0.0000626607,0.0007324172,0.0021753183,0.0015406152,0.000026002983,0.015270452,0.89782155],"study_design_scores_gemma":[0.0009277601,0.00087540667,0.07010499,0.00031186693,0.00008305493,0.00016307295,0.0012217432,0.81344956,0.06299973,0.0014932877,0.047753606,0.0006159363],"about_ca_topic_score_codex":0.0011176497,"about_ca_topic_score_gemma":0.000032939788,"teacher_disagreement_score":0.8972056,"about_ca_system_score_codex":0.000004830343,"about_ca_system_score_gemma":0.000029047354,"threshold_uncertainty_score":0.27560145},"labels":[],"label_agreement":null},{"id":"W3136897673","doi":"10.1785/0220200420","title":"Inversion for Shear-Tensile Focal Mechanisms Using an Unsupervised Physics-Guided Neural Network","year":2021,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Artificial neural network; Amplitude; Focal mechanism; Shear (geology); Robustness (evolution); Scaling; Geology; Seismology; Algorithm; Artificial intelligence; Computer science; Geometry; Physics; Mathematics; Optics; Induced seismicity","score_opus":0.17793963915651653,"score_gpt":0.34633211159188065,"score_spread":0.16839247243536412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136897673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87394196,0.00013184258,0.1083751,0.01592416,0.0005171435,0.0005017475,0.000043535154,0.00024295729,0.00032157966],"genre_scores_gemma":[0.8816872,0.000024579815,0.058119655,0.05896194,0.0006546786,0.0000069595676,0.00037273555,0.000014522156,0.00015773058],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9965794,0.00079697976,0.00024441496,0.00064249634,0.0006879488,0.0010487762],"domain_scores_gemma":[0.99838984,0.000628673,0.000042080555,0.00035321325,0.00026481887,0.00032137477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014737837,0.00019191719,0.00027545428,0.00008229663,0.00072022417,0.00017262521,0.00039802518,0.00015207687,0.0006807081],"category_scores_gemma":[0.00036772861,0.00015661605,0.0001507163,0.00056462636,0.00033281,0.00033383482,0.00008791368,0.0005515548,0.00005503643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008095159,0.0003697967,0.016983286,0.00015822917,0.00012201619,0.0015276206,0.00044731065,0.11977141,0.0980173,0.0034713713,0.48048264,0.27783948],"study_design_scores_gemma":[0.00056583335,0.0005448249,0.0017804027,0.000038152397,0.000014373219,0.000061809056,0.0003020791,0.93072927,0.016159872,0.035011526,0.01445525,0.0003365833],"about_ca_topic_score_codex":0.0023444595,"about_ca_topic_score_gemma":0.000005550498,"teacher_disagreement_score":0.8109579,"about_ca_system_score_codex":0.000032763677,"about_ca_system_score_gemma":0.00011221122,"threshold_uncertainty_score":0.74532765},"labels":[],"label_agreement":null},{"id":"W3137125663","doi":"10.4133/sageep.32-056","title":"HVSR MEASUREMENTS OF TWO-DIMENSIONAL SUBSURFACE STRUCTURES – COMPARISONS WITH SEISMIC REFLECTION PROFILES","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Reflection (computer programming); Geology; Seismology; Remote sensing; Optics; Computer science; Physics","score_opus":0.03290643498603928,"score_gpt":0.2541008176890602,"score_spread":0.2211943827030209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137125663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97766095,0.00007386086,0.0002935557,0.00015593905,0.00017898009,0.00020091218,0.000010746511,0.00010847066,0.021316586],"genre_scores_gemma":[0.98846096,0.0000010329118,0.010206132,0.00044489212,0.0000136347535,3.9975458e-7,0.000048001642,0.000003112771,0.00082184427],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905527,0.000061981904,0.0001482583,0.00019890275,0.00037226838,0.00016334589],"domain_scores_gemma":[0.9995927,0.0000383596,0.000089519184,0.0001581466,0.00007270415,0.00004856958],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020904181,0.0001133612,0.0001674931,0.00007870213,0.0000741271,0.000016961778,0.000116671064,0.00003471311,0.002328587],"category_scores_gemma":[0.0000051842676,0.00007269186,0.00003054693,0.00014951502,0.000063185515,0.00015035763,0.000006738628,0.000100472695,0.000110608344],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001230855,0.000010617619,0.9588524,0.000020756874,0.000027122016,5.3162415e-7,0.000038025573,0.021933421,0.0035723443,0.000018258888,0.012538519,0.0028649257],"study_design_scores_gemma":[0.001551707,0.0012368541,0.22084379,0.0000961833,0.000049509243,0.00004654343,0.00019342065,0.15619323,0.6154086,0.00076362514,0.003146313,0.00047022314],"about_ca_topic_score_codex":0.0060742716,"about_ca_topic_score_gemma":0.000086459164,"teacher_disagreement_score":0.7380086,"about_ca_system_score_codex":0.0000050419308,"about_ca_system_score_gemma":0.000044254506,"threshold_uncertainty_score":0.99858344},"labels":[],"label_agreement":null},{"id":"W3137792640","doi":"10.2523/iptc-21233-ms","title":"Pre-Stack Depth Migration of High Resolution Distributed Acoustic Sensing VSP","year":2021,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distributed acoustic sensing; Stack (abstract data type); Geology; Seismology; Seismic migration; High resolution; Volume (thermodynamics); Optical fiber; Vertical seismic profile; Fiber optic sensor; Remote sensing; Computer science; Telecommunications","score_opus":0.013473041864250348,"score_gpt":0.2302093603600479,"score_spread":0.21673631849579755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137792640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82473326,0.00012674021,0.16569002,0.006349784,0.0004348886,0.00004598224,0.00019694198,0.00024895516,0.0021734086],"genre_scores_gemma":[0.9930393,0.00010282711,0.0056451974,0.00022052036,0.00003619575,7.311016e-7,0.0006422021,0.0000028894265,0.00031011322],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989988,0.000040510073,0.0002643107,0.00026909786,0.00025244884,0.00017482834],"domain_scores_gemma":[0.99913615,0.00006615171,0.00015730516,0.00021605972,0.0003918608,0.00003247258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115007424,0.00010975589,0.00015519215,0.00023879184,0.000069184585,0.000036584817,0.00026758458,0.00014403161,0.00048268956],"category_scores_gemma":[0.00025596525,0.0001093273,0.000041914813,0.00025023424,0.00019306909,0.00016477426,0.000037332662,0.00021033191,0.000034639528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035306,0.00021794759,0.5304115,0.000087307315,0.00033123107,0.00028092478,0.0002558936,0.026289688,0.064802475,0.01661818,0.022128092,0.33822373],"study_design_scores_gemma":[0.0004845085,0.00014400535,0.111858785,0.00015319769,0.000034875367,0.00017865885,0.00042551136,0.73734325,0.11414123,0.0205005,0.014458141,0.00027733238],"about_ca_topic_score_codex":0.0020456887,"about_ca_topic_score_gemma":0.0010557055,"teacher_disagreement_score":0.71105355,"about_ca_system_score_codex":0.000021010956,"about_ca_system_score_gemma":0.00011461326,"threshold_uncertainty_score":0.5285112},"labels":[],"label_agreement":null},{"id":"W3138048651","doi":"10.1016/j.marpetgeo.2021.105042","title":"Tectonostratigraphic evolution of the Orphan Basin and Flemish Pass region – Part 1: Results from coupled kinematic restoration and crustal area balancing","year":2021,"lang":"en","type":"article","venue":"Marine and Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Continental crust; Crust; Rift; Seismology; Inversion (geology); Structural basin; Continental margin; Paleontology; Tectonics","score_opus":0.008975758040749909,"score_gpt":0.1800669450598907,"score_spread":0.1710911870191408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138048651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947232,0.00060413516,0.00018911464,0.0027982588,0.00012361236,0.000054353433,0.000025169174,0.000023912342,0.0014582382],"genre_scores_gemma":[0.9985822,0.00040562815,0.0002669218,0.0002795221,0.000042034353,8.5417304e-7,0.00012858253,0.0000017042219,0.00029259198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922085,0.00012700802,0.00021406575,0.0002253494,0.00008788719,0.00012484164],"domain_scores_gemma":[0.99947035,0.0001651594,0.00012149397,0.00015732173,0.000043163393,0.00004251924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001996562,0.00009104858,0.0001692001,0.000054465632,0.00012349238,0.000024213794,0.000048614427,0.000074365504,0.000082503655],"category_scores_gemma":[0.00015489035,0.00006807811,0.000020989988,0.000108926186,0.00020774009,0.000087562374,0.00003719977,0.00011382811,5.786578e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008946838,0.0000078369285,0.99071145,0.00002692516,0.0000139179865,0.000011635476,0.000108522065,0.000041834835,0.00049885595,0.000063784144,0.001628532,0.0067972303],"study_design_scores_gemma":[0.00061011367,0.000116766045,0.90894806,0.00005112622,0.000030444466,0.00010016522,0.00028524673,0.08272473,0.0004983545,0.0034464186,0.0030867544,0.000101831814],"about_ca_topic_score_codex":0.022519795,"about_ca_topic_score_gemma":0.0048527713,"teacher_disagreement_score":0.08268289,"about_ca_system_score_codex":0.0000031800648,"about_ca_system_score_gemma":0.000042315973,"threshold_uncertainty_score":0.98398936},"labels":[],"label_agreement":null},{"id":"W3143221958","doi":"","title":"Seismology Contributions: General II","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting 2020","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Seismology","score_opus":0.01395542203144177,"score_gpt":0.22408030382602512,"score_spread":0.21012488179458336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143221958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88980824,0.0013950514,0.0013614155,0.07418046,0.00052926375,0.00020262571,0.00011916596,0.0007727902,0.031630974],"genre_scores_gemma":[0.9543562,0.00008205928,0.0036504078,0.0409916,0.00040307053,0.0000010935953,0.00013040112,0.0000039012425,0.0003812761],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990553,0.00008781743,0.00018397244,0.00025998152,0.00013858775,0.00027434345],"domain_scores_gemma":[0.99955106,0.00007597385,0.00006307401,0.000104334846,0.00004447892,0.00016105695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019674562,0.00011003662,0.00015547275,0.000024373647,0.00026630083,0.00002946818,0.00021727549,0.000068717076,0.00032235903],"category_scores_gemma":[0.0002916182,0.00009823343,0.000059547845,0.00018230912,0.00006946697,0.00009575736,0.000033814125,0.00018178731,0.00047883613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050277355,0.000015928254,0.2788222,0.000021008778,0.000036942423,0.00009028059,0.00073960266,0.0007821273,0.000506987,0.0003668966,0.67599726,0.042570487],"study_design_scores_gemma":[0.0004058479,0.00035108213,0.008961757,0.00002436129,0.000023416911,0.000035056277,0.00016569412,0.13476305,0.0028595238,0.0012350912,0.8508654,0.00030968938],"about_ca_topic_score_codex":0.0108561935,"about_ca_topic_score_gemma":0.000059505324,"teacher_disagreement_score":0.26986045,"about_ca_system_score_codex":0.0000039984748,"about_ca_system_score_gemma":0.000037272042,"threshold_uncertainty_score":0.9957306},"labels":[],"label_agreement":null},{"id":"W3143475113","doi":"10.5194/egusphere-egu21-14795","title":"Testing hypotheses of stress drop variations with hydraulic fracturing induced seismicity in the Horn River basin","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Induced seismicity; Microseism; Hydraulic fracturing; Borehole; Geology; Seismology; Structural basin; Stress (linguistics); Geotechnical engineering; Geomorphology","score_opus":0.030651471275706582,"score_gpt":0.21988314473955908,"score_spread":0.1892316734638525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143475113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96424156,0.000033677836,0.0022828022,0.0010449297,0.000032706375,0.00008035212,0.000015595553,0.0000479882,0.032220356],"genre_scores_gemma":[0.98940694,0.00000478027,0.0067301397,0.0037521787,0.000022105396,6.742783e-7,0.000012955941,0.0000020542766,0.00006818988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926543,0.00011560915,0.00013857314,0.00015221834,0.0001840363,0.00014413835],"domain_scores_gemma":[0.9991829,0.0004991779,0.00006216075,0.0001703604,0.0000607754,0.000024657582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022546717,0.00007842305,0.00010788262,0.000067006345,0.00009540063,0.00004051481,0.00015743339,0.00003336565,0.00031776645],"category_scores_gemma":[0.00016397003,0.00004761717,0.000020490028,0.00039212737,0.000055015495,0.00018670275,0.000009955303,0.00014910565,0.000010247932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010701306,0.00006196984,0.9331361,0.000021258747,0.000015503629,0.00003964921,0.0015363855,0.0014501244,0.00055169646,0.000077451026,0.0010205214,0.06207862],"study_design_scores_gemma":[0.00017879881,0.0000914164,0.8950086,0.00008971041,0.00001388407,0.000031212978,0.0012250923,0.05133753,0.04887596,0.0012258063,0.0017776215,0.0001443248],"about_ca_topic_score_codex":0.038773213,"about_ca_topic_score_gemma":0.00034769365,"teacher_disagreement_score":0.061934296,"about_ca_system_score_codex":0.000003244454,"about_ca_system_score_gemma":0.00006903723,"threshold_uncertainty_score":0.9676277},"labels":[],"label_agreement":null},{"id":"W3145657306","doi":"","title":"2 - Partition d'une séquence d'images temps-échelle pour la séparation d'ondes dans un profil sismique","year":2004,"lang":"fr","type":"article","venue":"Traitement du signal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Algorithm; Representation (politics); Signal processing; Computer science; SIGNAL (programming language); Mathematics; Telecommunications","score_opus":0.018859538168689603,"score_gpt":0.22208118242885969,"score_spread":0.2032216442601701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145657306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66772544,0.00391741,0.2511914,0.05046741,0.0010050772,0.0011551022,0.00043970623,0.0006363918,0.023462035],"genre_scores_gemma":[0.97912514,0.00074031326,0.012609519,0.0019061029,0.00036443424,0.000023163684,0.000291819,0.000015024355,0.0049244985],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99769294,0.00031862638,0.00048942934,0.0005052299,0.00045764912,0.0005361506],"domain_scores_gemma":[0.999138,0.00013880065,0.00019962547,0.00020672324,0.00012298826,0.00019387777],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007982582,0.00033695402,0.0002612402,0.00012660246,0.0004217284,0.00020040288,0.00029578558,0.00019299518,0.004144713],"category_scores_gemma":[0.0000361704,0.00032650097,0.00011938748,0.0004183231,0.0004049979,0.0008550472,0.000021755166,0.00031901454,0.000639164],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045274702,0.0019883113,0.049271133,0.00075437117,0.00034749953,0.000545334,0.016186362,0.042920608,0.11750245,0.012851743,0.19752604,0.5596534],"study_design_scores_gemma":[0.0023787245,0.0009851939,0.050605584,0.0007794604,0.00020258017,0.00022078144,0.0019104084,0.021887638,0.78130573,0.022027228,0.11656433,0.0011323425],"about_ca_topic_score_codex":0.008846474,"about_ca_topic_score_gemma":0.00013693343,"teacher_disagreement_score":0.6638033,"about_ca_system_score_codex":0.00006173711,"about_ca_system_score_gemma":0.00023179603,"threshold_uncertainty_score":0.9999187},"labels":[],"label_agreement":null},{"id":"W3147962482","doi":"10.48550/arxiv.2004.05237","title":"Application of an unbalanced optimal transport distance and a mixed L1/Wasserstein distance to full waveform inversion","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematical optimization; Amplitude; Mathematics; Inversion (geology); Algorithm; Entropy (arrow of time); Applied mathematics; Computer science; Physics; Geology","score_opus":0.028168146217221614,"score_gpt":0.1733851491652566,"score_spread":0.145217002948035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147962482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7267938,0.0000398333,0.27149785,0.00020763319,0.00010155682,0.00033359573,0.00020372015,0.00013655816,0.0006854443],"genre_scores_gemma":[0.99574983,0.00013199072,0.0032337497,0.00026148593,0.000032910433,5.597e-7,0.00044753277,0.000008522073,0.00013340682],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984832,0.00005820324,0.00023054758,0.0008504987,0.00012660181,0.00025094787],"domain_scores_gemma":[0.9988886,0.000034981647,0.00022108595,0.00048035485,0.000079535224,0.0002954086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016722111,0.00026498982,0.00036728318,0.0001437908,0.000114852344,0.000022779532,0.0005400318,0.00017799789,0.00005315825],"category_scores_gemma":[0.0000121496205,0.00028357242,0.00009725288,0.00041421768,0.00017244858,0.00029067157,0.00007666016,0.00031144544,0.00002659872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060734632,0.00031775495,0.32996717,0.0019866265,0.00028132752,0.00043856804,0.003754963,0.54777545,0.0021899936,0.008518863,0.0023079468,0.09638786],"study_design_scores_gemma":[0.00045044033,0.00030559042,0.020759406,0.00013442538,0.00008222992,0.0000026243215,0.00069835543,0.9673906,0.0023174009,0.0034495876,0.003905046,0.00050429296],"about_ca_topic_score_codex":0.002810848,"about_ca_topic_score_gemma":0.00037138312,"teacher_disagreement_score":0.41961515,"about_ca_system_score_codex":0.00003466852,"about_ca_system_score_gemma":0.00006978848,"threshold_uncertainty_score":0.9999616},"labels":[],"label_agreement":null},{"id":"W3151091794","doi":"10.3390/app11073010","title":"Depth-Extrapolation-Based True-Amplitude Full-Wave-Equation Migration from Topography","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extrapolation; Amplitude; Surface (topology); Geology; Partial derivative; Wave equation; Seismic migration; Derivative (finance); Mathematical analysis; Second derivative; Time derivative; Surface wave; Geometry; Algorithm; Mathematics; Optics; Geophysics; Physics","score_opus":0.03653562027596145,"score_gpt":0.2299293227010112,"score_spread":0.19339370242504977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151091794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8828717,0.0005505974,0.07493219,0.0029911292,0.00048074033,0.00021825785,0.000052640647,0.00032396763,0.037578773],"genre_scores_gemma":[0.9689943,0.000030556723,0.02794287,0.0025685537,0.0000862444,0.0000034158152,0.00033830694,0.0000022249733,0.00003351962],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986194,0.000056998862,0.000216282,0.0004249211,0.00044731202,0.00023513235],"domain_scores_gemma":[0.9993283,0.00025839408,0.000095998956,0.00018711087,0.00005202087,0.00007814506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039821997,0.00012288454,0.00012313829,0.0001444658,0.00044534443,0.00022069721,0.00018608238,0.00006389693,0.0015694563],"category_scores_gemma":[0.00003692299,0.000106191226,0.00006402654,0.00076186797,0.00023829693,0.0002512898,0.000007085826,0.00009376233,0.00012588402],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070723676,0.0001058833,0.43863538,0.000020104057,0.000035568784,0.000014835243,0.0011001243,0.0070069437,0.034338105,0.0056306724,0.011159077,0.50188255],"study_design_scores_gemma":[0.0005504351,0.00015918547,0.27395064,0.00003948699,0.000041295658,0.0000062001905,0.0015127287,0.5412402,0.11096604,0.039587952,0.031279784,0.0006660088],"about_ca_topic_score_codex":0.002874023,"about_ca_topic_score_gemma":0.0009514544,"teacher_disagreement_score":0.5342333,"about_ca_system_score_codex":0.000005275902,"about_ca_system_score_gemma":0.00014736252,"threshold_uncertainty_score":0.9993432},"labels":[],"label_agreement":null},{"id":"W3152069909","doi":"","title":"Investigating Anisotropy in the Upper Mantle Using Shear Wave Splitting From the Manitoba Teleseismic Array","year":2009,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shear wave splitting; Geology; Seismology; Anisotropy; Mantle (geology); Seismic anisotropy; Shear (geology); Seismic array; Geophysics; Petrology; Physics; Optics","score_opus":0.029975092319568773,"score_gpt":0.22854956427748163,"score_spread":0.19857447195791286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152069909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915491,0.00033365257,0.0000963109,0.0022211573,0.00019985814,0.00018504001,0.000008376268,0.00013825501,0.005268263],"genre_scores_gemma":[0.9699729,0.000025866042,0.02334145,0.006258289,0.00036997267,6.5122464e-7,0.000015709307,0.000008144619,0.000007028315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806345,0.00020442704,0.00043738357,0.00037092587,0.000397708,0.0005260946],"domain_scores_gemma":[0.9985951,0.00070794526,0.00021978343,0.00037487593,0.000028090068,0.00007421056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001609904,0.00021876403,0.00018689966,0.00007388504,0.00056674774,0.0002648129,0.00049853575,0.00008798237,0.000025317357],"category_scores_gemma":[0.0004172337,0.0001413464,0.00007644406,0.0002594957,0.00010874619,0.0002678554,0.000018074685,0.00060559507,0.0000468853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011835472,0.000035305835,0.90688026,0.000018413493,0.000017549479,0.00008847392,0.0033205696,0.017599814,0.011459631,0.000053863514,0.0010891393,0.05942515],"study_design_scores_gemma":[0.00017141114,0.000037823418,0.9414689,0.00045923435,0.00002057751,0.000033712906,0.0031597968,0.03951457,0.010094647,0.0025598607,0.002201088,0.0002783997],"about_ca_topic_score_codex":0.1314215,"about_ca_topic_score_gemma":0.00057615363,"teacher_disagreement_score":0.13084535,"about_ca_system_score_codex":0.000021819666,"about_ca_system_score_gemma":0.000046833055,"threshold_uncertainty_score":0.8743624},"labels":[],"label_agreement":null},{"id":"W3153652852","doi":"","title":"Geophysical characterization of the crustal structure of the Orphan Basin/Flemish Cap rifted continental margins, offshore Newfoundland, using controlled-source seismic and potential field methods","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Flemish; Submarine pipeline; Continental margin; Seismology; Structural basin; Geophysics; Tectonics; Paleontology; Geotechnical engineering; Geography","score_opus":0.006264438181558032,"score_gpt":0.21865617120960118,"score_spread":0.21239173302804315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153652852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99807465,0.000043647713,0.00014637399,0.0003394093,0.00048109307,0.00033331395,0.00006419072,0.00002437031,0.0004929355],"genre_scores_gemma":[0.9982309,0.000007889805,0.00081895536,0.00063167146,0.000086860055,2.4506605e-7,0.000035290668,0.0000068057752,0.00018143561],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986919,0.00023335461,0.00037505128,0.00021826095,0.00027261922,0.00020882375],"domain_scores_gemma":[0.9989389,0.00022966982,0.00047621707,0.00023333992,0.000073186224,0.0000486776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032692237,0.00015984249,0.00032780351,0.00004390276,0.0001430648,0.00003780759,0.00026043397,0.00011560658,0.000038292445],"category_scores_gemma":[0.00015545843,0.00009711225,0.0001251396,0.00013326746,0.00012830616,0.00013444296,0.00004863089,0.00025727024,0.0000014063927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020506534,0.000020768823,0.7551054,0.00006976453,0.000048766688,0.0000012334073,0.0003205323,0.0021860756,0.23591536,0.000003641963,0.00010634473,0.0060170554],"study_design_scores_gemma":[0.0010922885,0.00006541247,0.84738714,0.00021658065,0.000085955166,0.000034951518,0.0002051074,0.09243596,0.05746756,0.000082525665,0.0007563571,0.00017013715],"about_ca_topic_score_codex":0.04587431,"about_ca_topic_score_gemma":0.00036671502,"teacher_disagreement_score":0.1784478,"about_ca_system_score_codex":0.000006272788,"about_ca_system_score_gemma":0.000055182656,"threshold_uncertainty_score":0.9604793},"labels":[],"label_agreement":null},{"id":"W3154283608","doi":"","title":"Crustal and upper-mantle structure of the northern Canadian Cordillera using Bayesian joint inversion of receiver-functions and surface-wave dispersion curves","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Inversion (geology); Seismology; Joint (building); Geodesy; Surface wave; Mantle (geology); Geophysics; Optics; Tectonics","score_opus":0.013108124209179837,"score_gpt":0.19057563005629277,"score_spread":0.17746750584711293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154283608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99568427,0.0004646241,0.0000014172518,0.00042020003,0.00019448054,0.0001653007,0.000098046905,0.000014923302,0.0029567322],"genre_scores_gemma":[0.9990929,0.00013321257,0.00041834192,0.0002349009,0.000012674673,3.2431878e-8,0.000024760404,0.0000045550173,0.000078641606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999171,0.000055636272,0.00020796763,0.0001937491,0.00018666363,0.00018493655],"domain_scores_gemma":[0.9994061,0.000074785064,0.00017742046,0.00016103839,0.00006698433,0.000113650545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016329566,0.00011402277,0.00017037964,0.00007360506,0.00017953466,0.000018475146,0.000082794686,0.00007468653,0.00006716936],"category_scores_gemma":[0.00007430988,0.000082902145,0.0000400407,0.00011656954,0.00013189366,0.0001400094,0.000022937997,0.00016164003,0.0000028918646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009736797,0.0000046915056,0.98889625,0.0001181062,0.000012860475,0.0000015769365,0.00030736215,0.0019492259,0.0054874527,7.3986143e-7,0.0004802148,0.0027318108],"study_design_scores_gemma":[0.00032536997,0.00014106951,0.9076756,0.0015960864,0.00006663431,0.00004202755,0.0024325103,0.069068894,0.017551443,0.0001021451,0.00070413237,0.0002940597],"about_ca_topic_score_codex":0.65263313,"about_ca_topic_score_gemma":0.14012799,"teacher_disagreement_score":0.5125051,"about_ca_system_score_codex":0.000012584446,"about_ca_system_score_gemma":0.00009837029,"threshold_uncertainty_score":0.8755624},"labels":[],"label_agreement":null},{"id":"W3154992438","doi":"10.48550/arxiv.2104.04704","title":"DuRIN: A Deep-unfolded Sparse Seismic Reflectivity Inversion Network","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Reflectivity; Algorithm; Computer science; Artificial neural network; Deep learning; Inverse problem; Synthetic data; Geology; Mathematical optimization; Artificial intelligence; Seismology; Mathematics; Optics; Physics","score_opus":0.0568878252644258,"score_gpt":0.17978463967853828,"score_spread":0.12289681441411249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154992438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621288,0.00043566126,0.022149235,0.00023162384,0.0014015967,0.00032868882,0.000039191433,0.0005675443,0.012717619],"genre_scores_gemma":[0.9943302,0.00086068653,0.0010566013,0.0015691107,0.00023976885,2.61924e-7,0.0003315448,0.000014550267,0.0015972414],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973189,0.00038243184,0.0002477956,0.0012429443,0.00016642109,0.00064151007],"domain_scores_gemma":[0.99821097,0.00013801803,0.000285074,0.00093441823,0.00013785015,0.00029370032],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042408827,0.0004460811,0.0005087391,0.00024202406,0.00039166273,0.00014748494,0.000798091,0.00047982382,0.0015017397],"category_scores_gemma":[0.00004863074,0.00050317304,0.00034333035,0.0007424323,0.00021474923,0.00040035963,0.000419723,0.001038002,0.0002770973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021930713,0.00008799023,0.13378876,0.00018849995,0.0001944436,0.0014051996,0.00032014775,0.8252927,0.000017778251,0.0002356477,0.025348386,0.01290114],"study_design_scores_gemma":[0.00044282977,0.000082543906,0.009814618,0.00024622856,0.0001519706,0.000020230147,0.00037671436,0.9667752,0.00033071038,0.014563243,0.006426727,0.000769016],"about_ca_topic_score_codex":0.009329468,"about_ca_topic_score_gemma":0.0006622776,"teacher_disagreement_score":0.14148247,"about_ca_system_score_codex":0.00008743942,"about_ca_system_score_gemma":0.00027220682,"threshold_uncertainty_score":0.999742},"labels":[],"label_agreement":null},{"id":"W3156031782","doi":"10.3389/feart.2021.641177","title":"Attenuation of Seismic Waves in Partially Saturated Berea Sandstone as a Function of Frequency and Confining Pressure","year":2021,"lang":"en","type":"article","venue":"Frontiers in Earth Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Attenuation; Geology; Overburden pressure; Lithology; Anelastic attenuation factor; Seismic wave; Seismic anisotropy; Saturation (graph theory); Geophysics; Dispersive body waves; Mineralogy; Mechanics; Seismology; Geotechnical engineering; Petrology; Optics; Physics; Mantle (geology)","score_opus":0.008221474024774982,"score_gpt":0.20795890376052678,"score_spread":0.1997374297357518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156031782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928267,0.001649249,0.0026684266,0.00017073253,0.00035066393,0.00008742151,0.000010799035,0.000015320047,0.0022207],"genre_scores_gemma":[0.99055547,0.00014231676,0.009012891,0.00017518489,0.000007622233,5.038065e-7,0.000012576468,0.0000012975493,0.00009214395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990082,0.000063292,0.00024222338,0.00024889086,0.0002589025,0.00017851083],"domain_scores_gemma":[0.9995926,0.00003388201,0.00011036465,0.00012484306,0.00009420365,0.000044094293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579678,0.00007139801,0.00016943536,0.0002524341,0.00005386482,0.000019683333,0.000109053144,0.000039224346,0.0000903143],"category_scores_gemma":[0.00016440611,0.000066908666,0.00001618851,0.0008067901,0.0003719139,0.00039405972,0.000013021768,0.00010913391,0.0000015140333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003910223,0.00001436307,0.9072528,0.000029785922,0.0000047751555,0.0000061153355,0.0007034793,0.0015571411,0.010873813,0.000068505724,0.00023227085,0.07921787],"study_design_scores_gemma":[0.000324835,0.00010483952,0.8374501,0.00012869206,0.000009646993,0.000007629407,0.0009144338,0.11934357,0.039145,0.0018701426,0.0005973927,0.000103735016],"about_ca_topic_score_codex":0.0029739523,"about_ca_topic_score_gemma":0.0002551519,"teacher_disagreement_score":0.11778643,"about_ca_system_score_codex":0.000002996094,"about_ca_system_score_gemma":0.0002278902,"threshold_uncertainty_score":0.44957462},"labels":[],"label_agreement":null},{"id":"W3156375945","doi":"","title":"Investigating the potential of the seismic reflection method for imaging hydrothermal conduits: a case study from the Lalor volcanogenic massive sulphide deposit, Snow Lake, Manitoba, Canada","year":2019,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Reflection (computer programming); Hydrothermal circulation; Geophysical imaging; Snow; Geochemistry; Seismology; Geomorphology","score_opus":0.02365450918556843,"score_gpt":0.24680316988160367,"score_spread":0.22314866069603523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156375945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940423,0.00009531684,0.00074753363,0.0025612493,0.00082159456,0.0011389926,0.00018196584,0.00004053431,0.00037055236],"genre_scores_gemma":[0.99522954,0.0000036128026,0.0010481525,0.0032170704,0.00021710561,0.000017315577,0.000053556854,0.000011374681,0.00020225553],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979022,0.00045819697,0.00043683985,0.00039010512,0.0004284895,0.00038412714],"domain_scores_gemma":[0.9982228,0.0006589587,0.00041293912,0.00045883845,0.00016341801,0.00008300377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007472924,0.0002491345,0.000252745,0.000033359916,0.0005772594,0.00017611553,0.00063642446,0.0000594501,0.000103741455],"category_scores_gemma":[0.00013139161,0.00013326715,0.000110071785,0.00018428074,0.0000996389,0.0002410169,0.000052092306,0.0003641894,0.000007617832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015842804,0.00009587439,0.66895753,0.00006454718,0.00050051126,0.00033981891,0.004277969,0.07731365,0.07324926,0.00004240218,0.02221506,0.15278494],"study_design_scores_gemma":[0.00119009,0.00027607742,0.3151971,0.00013408849,0.00028660145,0.0005517682,0.017051658,0.544359,0.1178398,0.0006386471,0.0019337854,0.00054135674],"about_ca_topic_score_codex":0.9288366,"about_ca_topic_score_gemma":0.8114944,"teacher_disagreement_score":0.46704537,"about_ca_system_score_codex":0.000031431882,"about_ca_system_score_gemma":0.0005759089,"threshold_uncertainty_score":0.5434477},"labels":[],"label_agreement":null},{"id":"W3156476596","doi":"10.1002/nsg.12158","title":"Microseismic monitoring of rockbursts with the ensemble Kalman filter","year":2021,"lang":"en","type":"article","venue":"Near Surface Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Microseism; Geology; Seismology; Rock mass classification; Ensemble Kalman filter; Kalman filter; Seismic hazard; Passive seismic; Seismic velocity; Mining engineering; Extended Kalman filter; Computer science; Geotechnical engineering; Artificial intelligence","score_opus":0.011607572991312796,"score_gpt":0.20481817833851768,"score_spread":0.19321060534720488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156476596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961165,0.00040669896,0.00017686626,0.00067274546,0.00016037204,0.000055383047,0.000016643726,0.000050088674,0.002344659],"genre_scores_gemma":[0.9928739,0.000044984736,0.005282092,0.00050838676,0.00005670759,2.3378546e-7,0.00001821718,0.000005324892,0.001210123],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992705,0.000047542442,0.00009682954,0.00017429056,0.00020819865,0.00020265218],"domain_scores_gemma":[0.9994355,0.00008103507,0.00006301871,0.0002829736,0.000088937304,0.000048577673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008952022,0.00010381536,0.00012958773,0.0000068533423,0.00018730982,0.000055615743,0.00016989913,0.000033330838,0.00015313092],"category_scores_gemma":[0.000007385491,0.00006887771,0.0000492146,0.00021559797,0.0001085219,0.00012079945,0.000017541935,0.00014700825,0.000108376735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008926705,0.00008154156,0.812208,0.000098833094,0.00011629808,0.000061502666,0.0031404549,0.014953608,0.033145193,0.000050163428,0.03016402,0.10589111],"study_design_scores_gemma":[0.00042492195,0.0002055384,0.20247908,0.00012959194,0.00005470005,0.000035579815,0.0019345412,0.014715792,0.71043754,0.00071161526,0.068446,0.00042511921],"about_ca_topic_score_codex":0.0018367852,"about_ca_topic_score_gemma":0.0000144421565,"teacher_disagreement_score":0.67729235,"about_ca_system_score_codex":0.0000029408752,"about_ca_system_score_gemma":0.00009126015,"threshold_uncertainty_score":0.28087515},"labels":[],"label_agreement":null},{"id":"W3157259687","doi":"10.1093/gji/ggab332","title":"ADMM-based full-waveform inversion for microseismic imaging","year":2021,"lang":"en","type":"preprint","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Total; Shell; Chevron","keywords":"Underdetermined system; Inversion (geology); Microseism; Computer science; Algorithm; Nonlinear system; Synthetic data; A priori and a posteriori; Inverse problem; Geology; Seismology; Mathematics; Mathematical analysis; Physics","score_opus":0.015473593614992192,"score_gpt":0.24732781986913407,"score_spread":0.23185422625414187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157259687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8143457,0.0008293737,0.13259517,0.025895143,0.018134227,0.00063620834,0.0007815756,0.00034304106,0.006439557],"genre_scores_gemma":[0.96905607,0.00009255341,0.01741285,0.008858523,0.0021156925,0.000004773896,0.0019562012,0.000016267648,0.00048708508],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99806905,0.00006654567,0.00044223305,0.00045055707,0.00059627043,0.000375365],"domain_scores_gemma":[0.9985507,0.00016486642,0.0003763634,0.00022380569,0.00047921782,0.0002050621],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033564455,0.0002961821,0.0003172805,0.00026141302,0.00026415283,0.0006648599,0.0007731018,0.00014496906,0.0021028703],"category_scores_gemma":[0.00009881014,0.00026449055,0.0005487204,0.000084110325,0.00011268163,0.0003300302,0.00012355992,0.0010060573,0.00011626368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083493366,0.000391794,0.01917434,0.00026487425,0.00053312315,0.0004280186,0.0005263952,0.015914606,0.0048669605,0.00010270617,0.3100431,0.64691913],"study_design_scores_gemma":[0.0008558317,0.0001083884,0.0040545627,0.0004948914,0.00007020246,0.00018434771,0.00026328617,0.92503095,0.0063366145,0.009590286,0.05245654,0.00055412675],"about_ca_topic_score_codex":0.00079079665,"about_ca_topic_score_gemma":0.000009938191,"teacher_disagreement_score":0.9091163,"about_ca_system_score_codex":0.00007620169,"about_ca_system_score_gemma":0.00039763053,"threshold_uncertainty_score":0.99998075},"labels":[],"label_agreement":null},{"id":"W3157568384","doi":"10.1190/geo2020-0374.1","title":"Log-validated waveform inversion of reflection seismic data with wavelet phase and amplitude updating","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Consejo Nacional de Ciencia y Tecnología; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Wavelet; Algorithm; Hessian matrix; Amplitude; Seismic inversion; Geology; Offset (computer science); Waveform; Computer science; Deconvolution; Regional geology; Geodesy; Seismology; Mathematics; Geometry; Applied mathematics; Optics; Volcanism; Azimuth; Artificial intelligence","score_opus":0.031142160194244144,"score_gpt":0.2668104635538858,"score_spread":0.23566830335964167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157568384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321467,0.00007738049,0.0038835586,0.00034251116,0.0000878961,0.000071359915,0.00022093237,0.000076582655,0.0020251276],"genre_scores_gemma":[0.9896086,0.00008630734,0.0071768826,0.00076610513,0.000044327444,2.0090343e-7,0.002202463,0.0000037680281,0.00011138306],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992315,0.000038412527,0.00013860069,0.0002693367,0.00016810517,0.00015404167],"domain_scores_gemma":[0.9993784,0.000038913295,0.00009598696,0.00036239316,0.000073079944,0.000051221523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001457439,0.00009505391,0.00013910179,0.00003988516,0.00011266407,0.0000360921,0.00014353372,0.000036899644,0.00010523742],"category_scores_gemma":[0.000020646183,0.000077141805,0.000014868236,0.00026002276,0.000080190424,0.0003808383,0.000052616964,0.0001132035,0.000015161799],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019449847,0.00014258464,0.019345244,0.00017516917,0.00008834704,0.00005218412,0.00065547804,0.0001453225,0.01019016,0.00014293479,0.01394345,0.95492464],"study_design_scores_gemma":[0.0024667727,0.0008209546,0.006675486,0.00025285082,0.00014498075,0.00013968824,0.0018823221,0.7860302,0.15159728,0.0062568905,0.043081947,0.00065065135],"about_ca_topic_score_codex":0.0028791318,"about_ca_topic_score_gemma":0.000039240873,"teacher_disagreement_score":0.954274,"about_ca_system_score_codex":0.0000039477322,"about_ca_system_score_gemma":0.000061001232,"threshold_uncertainty_score":0.43524054},"labels":[],"label_agreement":null},{"id":"W3157894115","doi":"","title":"Investigating Elastic Anisotropy of the Leech River Complex, Vancouver Island using finite-frequency sensitivity kernels","year":2012,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leech; Sensitivity (control systems); Anisotropy; Geology; Geography; Physics; Computer science; Optics; Engineering; Electronic engineering","score_opus":0.03365262330765354,"score_gpt":0.23777118926777163,"score_spread":0.2041185659601181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157894115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884718,0.00009771033,0.0005039991,0.00006948674,0.0006234668,0.00012618481,0.00004202135,0.00008690002,0.009978435],"genre_scores_gemma":[0.9829085,0.0000059875692,0.016148135,0.0007108903,0.0001620583,2.8470402e-7,0.000011930924,0.000008231329,0.000044004777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836636,0.00021640898,0.0003717998,0.00021462096,0.00036380164,0.00046703834],"domain_scores_gemma":[0.9984116,0.00073557056,0.0003735774,0.00026148857,0.00008046044,0.00013729032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093058695,0.00019048981,0.00022340954,0.00006505376,0.00031556902,0.000033069737,0.000200136,0.0000930798,0.00003614152],"category_scores_gemma":[0.00082754024,0.00014140566,0.00008761722,0.00021168333,0.00031425853,0.00036081145,0.000039365597,0.00028664377,0.0000360097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003406074,0.00002133358,0.9793681,0.000039017876,0.000015075094,0.0000041168873,0.0008023228,0.012226242,0.003325756,0.000007755079,0.0022955323,0.0018913291],"study_design_scores_gemma":[0.0002865922,0.000047889785,0.8813615,0.00039511317,0.000069527676,0.00004111067,0.00046892057,0.103784606,0.010931284,0.0013329888,0.0008801074,0.0004003856],"about_ca_topic_score_codex":0.084843904,"about_ca_topic_score_gemma":0.0037860514,"teacher_disagreement_score":0.09800664,"about_ca_system_score_codex":0.000015161318,"about_ca_system_score_gemma":0.00006352809,"threshold_uncertainty_score":0.9212502},"labels":[],"label_agreement":null},{"id":"W3159833411","doi":"10.2118/204205-ms","title":"Hydraulic Fracturing Diagnostics Utilizing Near and Far-Field Distributed Acoustic Sensing DAS Data Correspondences","year":2021,"lang":"en","type":"article","venue":"SPE Hydraulic Fracturing Technology Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Fracture (geology); Offset (computer science); Hydraulic fracturing; Casing; Geology; Near and far field; Computer science; Petroleum engineering; Geotechnical engineering; Optics; Physics","score_opus":0.025829179479859077,"score_gpt":0.2570188653158867,"score_spread":0.23118968583602761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159833411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411701,0.003782168,0.04076858,0.011548733,0.0003843194,0.0002064938,0.00012558968,0.00070743245,0.0013065705],"genre_scores_gemma":[0.9883171,0.0038511243,0.0047374293,0.0023870042,0.0000820582,0.0000010466048,0.0005878865,0.000009770454,0.000026608486],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99806124,0.00007778375,0.00033474003,0.0007957455,0.00024491732,0.00048554945],"domain_scores_gemma":[0.9984685,0.0004835877,0.00016392923,0.00065104885,0.00009819468,0.00013472934],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030187808,0.00029016047,0.00034172818,0.00022023884,0.0005844025,0.00034610037,0.00033561728,0.00035825782,0.00027175745],"category_scores_gemma":[0.000929885,0.0002818991,0.000031517502,0.0003460641,0.0004235055,0.0006306168,0.00026572868,0.0006732219,0.0000336735],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075553566,0.000043917316,0.04794054,0.00014777285,0.000069235655,0.00074004126,0.0004468375,0.0004263055,0.0021116692,0.00018050379,0.0056587667,0.9421589],"study_design_scores_gemma":[0.0011334826,0.00047213899,0.045297306,0.0014513538,0.00027958676,0.0018095858,0.005579859,0.6900951,0.13327104,0.035046667,0.08393536,0.0016284868],"about_ca_topic_score_codex":0.0016182255,"about_ca_topic_score_gemma":0.0003602417,"teacher_disagreement_score":0.94053036,"about_ca_system_score_codex":0.000011754832,"about_ca_system_score_gemma":0.00012391448,"threshold_uncertainty_score":0.99996334},"labels":[],"label_agreement":null},{"id":"W3160448937","doi":"","title":"Finite-difference modeling of upper-mantle heterogeneities imaged by Lithoprobe's controlled-source seismic experiments beneath the Precambrian platform of Western Canada","year":2004,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precambrian; Geology; Mantle (geology); Seismology; Geophysics; Paleontology","score_opus":0.016772280199153188,"score_gpt":0.21293035267248558,"score_spread":0.1961580724733324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160448937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547136,0.0010170811,0.00058582757,0.0002209454,0.00014053105,0.00026474235,0.00008565471,0.000056188284,0.0021576548],"genre_scores_gemma":[0.9983776,0.00006551712,0.0006362035,0.00061517896,0.000031327636,0.000004123647,0.000053720258,0.000009833662,0.0002064685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99828094,0.00005750734,0.00058704964,0.00026497722,0.0004434433,0.00036605616],"domain_scores_gemma":[0.9988583,0.00031385678,0.0003604655,0.000284445,0.000084015366,0.00009897386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046265713,0.00022264592,0.0003815334,0.000060915547,0.0001961239,0.000048054484,0.00041838398,0.00007178037,0.000007821013],"category_scores_gemma":[0.00013778947,0.0001597061,0.00009070961,0.00008512954,0.00011297218,0.00014774624,0.000028126968,0.0002000344,0.000003830987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026188244,0.000088436675,0.15938473,0.0001272347,0.00012238043,0.000013327774,0.0026525857,0.8247859,0.002515086,0.00000392242,0.0005682439,0.0094763],"study_design_scores_gemma":[0.0047631217,0.00050006865,0.020748867,0.001366789,0.00013156472,0.000054547563,0.005507998,0.7031911,0.26082724,0.0004874022,0.0014295501,0.0009917229],"about_ca_topic_score_codex":0.9192284,"about_ca_topic_score_gemma":0.15684472,"teacher_disagreement_score":0.76238364,"about_ca_system_score_codex":0.000022183118,"about_ca_system_score_gemma":0.00021188309,"threshold_uncertainty_score":0.85854065},"labels":[],"label_agreement":null},{"id":"W3160779047","doi":"","title":"CO 2 Monitoring Using Hybrid Structural-Petrophysical Joint Inversion at the CaMI Field Research Station (CaMI.FRS), Canada","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Joint (building); Inversion (geology); Petrophysics; Geodesy; Remote sensing; Mining engineering; Seismology; Engineering; Geotechnical engineering; Civil engineering","score_opus":0.03686701192739134,"score_gpt":0.2745630585752807,"score_spread":0.23769604664788935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160779047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928937,0.00010193799,0.000003370618,0.0007154637,0.00075013936,0.0001832325,0.000028939463,0.00005965435,0.005263574],"genre_scores_gemma":[0.9984792,0.000023101435,0.00037825023,0.0004819293,0.00021097835,5.777077e-7,0.00006813775,0.00000748223,0.00035037112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793136,0.00017693492,0.00026793237,0.00033038892,0.00080082804,0.0004925551],"domain_scores_gemma":[0.99863833,0.0006907325,0.00014091442,0.0002862156,0.000118419935,0.0001253681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073102745,0.00015128194,0.00015599003,0.000084060994,0.0006347678,0.00011038467,0.00026638794,0.000053237854,0.00007658913],"category_scores_gemma":[0.00024996806,0.00011235489,0.000045761237,0.00015873545,0.000077537785,0.00021965803,0.00003666958,0.0005137416,0.00014012985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060590497,0.000007007718,0.92109364,0.00006400707,0.000021903807,0.00006934904,0.00034251643,0.018001305,0.010674977,0.0000030707006,0.03236617,0.017295461],"study_design_scores_gemma":[0.00043413907,0.00026356138,0.5897729,0.00042685296,0.00002376579,0.000053378368,0.0025363502,0.13140914,0.26227638,0.00033400868,0.011881154,0.0005884149],"about_ca_topic_score_codex":0.9639945,"about_ca_topic_score_gemma":0.21841043,"teacher_disagreement_score":0.7455841,"about_ca_system_score_codex":0.00012302388,"about_ca_system_score_gemma":0.00022478684,"threshold_uncertainty_score":0.7958515},"labels":[],"label_agreement":null},{"id":"W3160801155","doi":"10.1190/int-2020-0241.1","title":"Reservoir characterization over the Lille Prinsen and Ivar Aasen fields in the Norwegian North Sea using ocean-bottom-node seismic data — A case study","year":2021,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada); BP (Canada); Petro-Canada","funders":"","keywords":"Petrophysics; Geology; Seismic inversion; Reservoir modeling; Facies; Prestack; Seismology; Formation evaluation; Inversion (geology); Norwegian; Workflow; Oil shale; Lithology; Petroleum engineering; Petrology; Paleontology; Porosity; Geotechnical engineering; Computer science","score_opus":0.03387928064620474,"score_gpt":0.27597189807639333,"score_spread":0.2420926174301886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160801155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959803,0.000047292073,0.0021952062,0.0011468995,0.00011704182,0.0002531584,0.00007511874,0.000027783191,0.00015716878],"genre_scores_gemma":[0.99619323,0.000025233616,0.00020095923,0.0030682974,0.000045127374,9.112209e-7,0.0004276079,0.00000336701,0.00003529557],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989388,0.00033431503,0.00018200744,0.00025219683,0.00016952012,0.0001231817],"domain_scores_gemma":[0.9992506,0.00017623154,0.00007271083,0.00043800712,0.00003865586,0.000023778288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004295079,0.00009012332,0.00008779999,0.000058316476,0.00017829218,0.00016657685,0.00026149233,0.000035787056,0.000059707367],"category_scores_gemma":[0.0001018207,0.00005769391,0.000016323314,0.00023882027,0.00004082367,0.00044567444,0.000056349243,0.00019975823,0.0000054719394],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030012412,0.00004076001,0.95613194,0.000016579674,0.000017292037,0.00052578887,0.013728549,0.0008053972,0.000018634708,0.0000010932047,0.00071536616,0.027968593],"study_design_scores_gemma":[0.00012700725,0.000037201135,0.25772858,0.000025562193,0.000018192482,0.00029091453,0.003982896,0.7369664,0.000026384101,0.000028736733,0.00069680664,0.000071339375],"about_ca_topic_score_codex":0.011911916,"about_ca_topic_score_gemma":0.0026305509,"teacher_disagreement_score":0.736161,"about_ca_system_score_codex":0.0000063859766,"about_ca_system_score_gemma":0.000049950962,"threshold_uncertainty_score":0.9946678},"labels":[],"label_agreement":null},{"id":"W3160993762","doi":"","title":"Joint full waveform inversion of MCS and OBS data for crustal-scale structures: application to the Canadian rifted margin","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Joint (building); Margin (machine learning); Seismology; Geodesy; Inversion (geology); Scale (ratio); Remote sensing; Computer science; Cartography; Geography; Engineering; Tectonics; Structural engineering; Machine learning","score_opus":0.020678387761332236,"score_gpt":0.22375924917829043,"score_spread":0.2030808614169582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160993762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99075365,0.000068789996,0.00009033396,0.0024180256,0.00015603431,0.0005658075,0.00022863313,0.000038546234,0.005680189],"genre_scores_gemma":[0.9931171,0.000015602196,0.0048472052,0.0014001237,0.000047448255,0.0000017624482,0.0004663467,0.0000046334135,0.00009978057],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990633,0.00002102706,0.00021544298,0.0002820527,0.00017394763,0.00024423993],"domain_scores_gemma":[0.99909043,0.00011365221,0.0001245748,0.0004559682,0.00005998178,0.00015540849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063536444,0.00010344584,0.00012815608,0.00009415219,0.00019100636,0.000050639035,0.000359177,0.00007497945,0.000016620188],"category_scores_gemma":[0.0001248351,0.000074239346,0.000022210292,0.00010377856,0.000045925448,0.00014719433,0.000036838417,0.00011596831,0.000051211573],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027334935,0.00003490717,0.3666928,0.0005523326,0.000075420685,0.000004357089,0.0034754944,0.010240253,0.005610332,0.00012252088,0.122068524,0.4908497],"study_design_scores_gemma":[0.00060714886,0.00033225637,0.47018498,0.00022082709,0.00005330501,0.000017809682,0.0020643359,0.23775612,0.009888183,0.0017855681,0.27656868,0.0005207817],"about_ca_topic_score_codex":0.7185483,"about_ca_topic_score_gemma":0.4540112,"teacher_disagreement_score":0.49032894,"about_ca_system_score_codex":0.000013356533,"about_ca_system_score_gemma":0.00009185413,"threshold_uncertainty_score":0.55595165},"labels":[],"label_agreement":null},{"id":"W3162121293","doi":"10.2118/204156-ms","title":"A Novel Coupled Approach to Investigate the Spatiotemporal Evolution of Fracturing-Induced Seismicity: Case Study","year":2021,"lang":"en","type":"article","venue":"SPE Hydraulic Fracturing Technology Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Poromechanics; Geomechanics; Induced seismicity; Geology; Hydraulic fracturing; Seismology; Pore water pressure; Fault (geology); Slip (aerodynamics); Geotechnical engineering; Petrology; Geophysics; Porous medium; Engineering","score_opus":0.029405873024858205,"score_gpt":0.23531923744373212,"score_spread":0.20591336441887392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162121293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683736,0.00011379545,0.025658887,0.004320334,0.000095903284,0.00040818646,0.000011227017,0.00021982245,0.00079821725],"genre_scores_gemma":[0.99503374,0.000016685777,0.003742311,0.0010952065,0.000041383224,0.000009518845,0.00003088463,0.00000631502,0.000023947508],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865055,0.0000699575,0.00031961908,0.0004635856,0.00022084707,0.000275461],"domain_scores_gemma":[0.9991217,0.00005867395,0.00016823296,0.0004166295,0.0001467787,0.000087966946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003571598,0.00020024236,0.00027424976,0.00029850786,0.00030441929,0.00006738129,0.00020044,0.00018801678,0.00005196342],"category_scores_gemma":[0.00012975158,0.0001584583,0.0000417328,0.000495801,0.00020984572,0.00022160185,0.0000771779,0.00042040434,0.000013014286],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003863127,0.0025074186,0.34226763,0.00055415044,0.0006390858,0.0027910843,0.022788418,0.009995046,0.0842662,0.004074648,0.0032111313,0.5265189],"study_design_scores_gemma":[0.0029489214,0.001752048,0.092988536,0.000458945,0.00028568634,0.0091339005,0.05623753,0.4593715,0.34050724,0.03165105,0.0031134067,0.0015512349],"about_ca_topic_score_codex":0.025040375,"about_ca_topic_score_gemma":0.00052153313,"teacher_disagreement_score":0.5249677,"about_ca_system_score_codex":0.00001986381,"about_ca_system_score_gemma":0.0001314852,"threshold_uncertainty_score":0.981452},"labels":[],"label_agreement":null},{"id":"W3162205471","doi":"10.5194/se-2020-155","title":"Seismic imaging across fault systems in the Abitibi greenstone belt –An analysis of pre- and post-stack migration approaches in theChibougamau area, Quebec, Canada","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi; Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada; Materials and Energy Research Center; Canada First Research Excellence Fund; European Commission","keywords":"Geology; Seismology; Fault (geology)","score_opus":0.02560721029539497,"score_gpt":0.23745033150389935,"score_spread":0.21184312120850438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162205471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278766,0.0010460644,0.0008365519,0.0035641172,0.00010665045,0.00051548635,0.0006014564,0.00004954423,0.0004924407],"genre_scores_gemma":[0.9958783,0.00009646258,0.00018688208,0.0016204459,0.000026373884,0.000007699587,0.002054981,0.000005804845,0.00012305965],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977087,0.00035404047,0.00057851535,0.00059963856,0.00044270363,0.0003164168],"domain_scores_gemma":[0.9989513,0.00017119362,0.00027127512,0.00045767054,0.000063654275,0.000084913256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081206934,0.0002890645,0.0005844136,0.00030421274,0.00008855683,0.00019465158,0.00051435526,0.00012915418,0.000029133995],"category_scores_gemma":[0.000043255768,0.00020492668,0.000091138514,0.0005743252,0.0001412659,0.00022818382,0.000076932614,0.00053634535,5.3332843e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005004373,0.000027835686,0.84167755,0.00019092225,0.000112379406,0.000022249284,0.008513086,0.13216071,0.00002317345,0.000016794565,0.0010573502,0.016147904],"study_design_scores_gemma":[0.0000630584,0.000011251502,0.43760285,0.000051040683,0.00006129372,0.0000031968327,0.008973637,0.55294293,0.000023099275,0.000043817497,0.00007786915,0.00014593924],"about_ca_topic_score_codex":0.9994965,"about_ca_topic_score_gemma":0.9985297,"teacher_disagreement_score":0.42078224,"about_ca_system_score_codex":0.000044696746,"about_ca_system_score_gemma":0.00034091694,"threshold_uncertainty_score":0.8356667},"labels":[],"label_agreement":null},{"id":"W3164424562","doi":"","title":"Enhancing Seismic Monitoring Capability for Hydraulic Fracturing Induced Seismicity in Canada","year":2012,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Hydraulic fracturing; Geology; Seismology; Geotechnical engineering","score_opus":0.020663941122006115,"score_gpt":0.23035545594407955,"score_spread":0.20969151482207343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164424562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99516875,0.00024603514,0.000073592455,0.00037975493,0.000990326,0.00026733588,0.0000138006,0.000114945746,0.0027454663],"genre_scores_gemma":[0.99613583,0.000011936921,0.0019919719,0.001465271,0.00034002739,0.0000058252817,0.000020044716,0.000010725073,0.00001836448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997941,0.000077130935,0.0004961699,0.00033369762,0.00029924145,0.0008527291],"domain_scores_gemma":[0.9986188,0.0006575854,0.00020202129,0.00023547014,0.00004606398,0.0002400929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283622,0.00022675593,0.00026834817,0.00010603382,0.00021034267,0.0000449521,0.00025067347,0.00010085123,0.000009135712],"category_scores_gemma":[0.00048483553,0.00022374457,0.000058752605,0.00015467725,0.000023593948,0.00046041308,0.000019355846,0.00040104115,0.000019692632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012657234,0.000014056073,0.97518784,0.00005515615,0.0000065358877,0.0000044795224,0.00037787505,0.007568233,0.0004836601,2.2969391e-7,0.0002933037,0.015995974],"study_design_scores_gemma":[0.00021503751,0.000023452063,0.86763674,0.0001886641,0.000010535445,0.000009244787,0.0008503812,0.010433418,0.11594371,0.00009437226,0.004259809,0.00033464073],"about_ca_topic_score_codex":0.99670637,"about_ca_topic_score_gemma":0.79702055,"teacher_disagreement_score":0.19968577,"about_ca_system_score_codex":0.00017858218,"about_ca_system_score_gemma":0.0003600605,"threshold_uncertainty_score":0.9124039},"labels":[],"label_agreement":null},{"id":"W3164795097","doi":"","title":"Spatial Distribution of Seismic Tremors During Episodic Tremor and Slip Events in Southern Vancouver Island","year":2004,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismology; Geology; Spatial distribution; Slip (aerodynamics); Episodic tremor and slip; Subduction; Tectonics; Remote sensing","score_opus":0.007809384431328459,"score_gpt":0.19705642167502826,"score_spread":0.18924703724369982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164795097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99795663,0.00009804792,0.00007392879,0.00012601042,0.00017426928,0.00011377412,0.000065035885,0.00005777392,0.001334543],"genre_scores_gemma":[0.9994811,0.000028466911,0.00018634819,0.0000838503,0.000052938227,5.846909e-7,0.000060635783,0.000005027469,0.00010106095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891365,0.000041896612,0.00032879043,0.00024343943,0.00020159509,0.00027061897],"domain_scores_gemma":[0.99954724,0.000065974644,0.00017056685,0.00011632374,0.000023214534,0.000076676595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032967216,0.00014001779,0.00018692174,0.00009250039,0.00008824599,0.00001216359,0.00010943545,0.00006592607,0.000010092327],"category_scores_gemma":[0.000102207705,0.00012644466,0.000040795054,0.000114823866,0.000065744214,0.00013683799,0.000012239407,0.00016324176,0.000024346029],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000754862,0.00004332846,0.9618268,0.00007495803,0.000009616023,0.00003055386,0.0010128658,0.016597534,0.00019458418,4.7134603e-7,0.00020547568,0.01992832],"study_design_scores_gemma":[0.0010413639,0.00006728393,0.9886441,0.00031938436,0.000013342443,0.000017745415,0.0006189474,0.005059492,0.003167071,0.0006863037,0.00016313253,0.00020181428],"about_ca_topic_score_codex":0.29120442,"about_ca_topic_score_gemma":0.059842087,"teacher_disagreement_score":0.23136234,"about_ca_system_score_codex":0.000017272409,"about_ca_system_score_gemma":0.000034611745,"threshold_uncertainty_score":0.95731336},"labels":[],"label_agreement":null},{"id":"W3165645754","doi":"10.3390/en14113099","title":"Seismic Velocity Structure Beneath the Tofino Forearc Basin Using Full Waveform Inversion","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Geology; Terrane; Seismology; Forearc; Subduction; Seafloor spreading; Inversion (geology); Continental shelf; Continental margin; Seismic refraction; Lithology; Geophysics; Paleontology; Tectonics; Oceanography","score_opus":0.01587364259064294,"score_gpt":0.21035593325242385,"score_spread":0.1944822906617809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165645754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99337167,0.0003985694,0.00032948292,0.0011967168,0.00041001086,0.00004811365,0.000046501093,0.00010702303,0.0040918957],"genre_scores_gemma":[0.9911101,0.00011520129,0.0048700254,0.0030684012,0.00014288252,2.3526081e-7,0.00012704548,0.000004591557,0.0005615208],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906313,0.00007634131,0.00013357929,0.0002245332,0.00024407421,0.00025834213],"domain_scores_gemma":[0.9994835,0.00007081432,0.000055048753,0.00026422946,0.00007028766,0.000056082805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014382873,0.00013509936,0.00013385888,0.00005280947,0.00040209296,0.00009531263,0.00021940598,0.000075134005,0.0018517694],"category_scores_gemma":[0.00004596168,0.00008753225,0.00007369356,0.00023018068,0.00012159755,0.00023730245,0.00004429072,0.00017620705,0.000031015203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001364142,0.00003416852,0.090151645,0.00009179326,0.000118977754,0.00011455192,0.002590004,0.16262801,0.0059605637,0.0007698475,0.11303616,0.6243679],"study_design_scores_gemma":[0.00024374417,0.000066026325,0.021033894,0.00004031825,0.00003509507,0.00011234346,0.0019319266,0.7022267,0.13092652,0.0063544796,0.13668932,0.00033964711],"about_ca_topic_score_codex":0.0058336356,"about_ca_topic_score_gemma":0.00022096235,"teacher_disagreement_score":0.6240282,"about_ca_system_score_codex":0.000014431928,"about_ca_system_score_gemma":0.00010294666,"threshold_uncertainty_score":0.9990607},"labels":[],"label_agreement":null},{"id":"W3165766791","doi":"10.31582/rmag.mg.58.2.159","title":"Mechanical stratigraphy in Mesozoic rocks of the San Juan Basin: Integration of stratigraphic and structural terms and concepts","year":2021,"lang":"en","type":"article","venue":"The Mountain Geologist","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Geology; Outcrop; Lithology; Progradation; Paleontology; Sedimentary depositional environment; Stratigraphy; Sequence stratigraphy; Sedimentary rock; Siliciclastic; Structural basin; Fluvial; Geomorphology; Petrology; Tectonics","score_opus":0.012729230168238069,"score_gpt":0.23865636258209416,"score_spread":0.2259271324138561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165766791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971563,0.00058329833,0.00014992521,0.0011322328,0.000054580712,0.000109291694,0.000025649644,0.000011334248,0.0007773938],"genre_scores_gemma":[0.99918956,0.00009640022,0.0002979636,0.0003700872,0.000009185009,6.3099554e-7,0.000013847892,0.0000010778028,0.000021228372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991993,0.00021135739,0.00020438278,0.00014627966,0.00012566513,0.00011302152],"domain_scores_gemma":[0.9995311,0.00013798407,0.00010080717,0.00017816067,0.000029627188,0.000022340646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030041477,0.00008755321,0.00015156945,0.00004203174,0.00008530677,0.000020921507,0.00015543058,0.000055298722,0.000101918486],"category_scores_gemma":[0.00005993323,0.000046440306,0.000036558784,0.00020640073,0.0006677681,0.00007783697,0.00002240146,0.00016141548,1.5018038e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046303674,0.000009501424,0.9584534,0.000028515256,0.000016657847,0.0000036451468,0.00070268323,0.00007355561,0.0026182446,0.004795411,0.0002751237,0.03297696],"study_design_scores_gemma":[0.0002102714,0.00013866783,0.92151946,0.000046642203,0.000014839769,0.00002523375,0.00234442,0.012626242,0.024833493,0.038085103,0.00007181061,0.00008384955],"about_ca_topic_score_codex":0.012008351,"about_ca_topic_score_gemma":0.007924865,"teacher_disagreement_score":0.03693397,"about_ca_system_score_codex":0.0000015680598,"about_ca_system_score_gemma":0.00002934548,"threshold_uncertainty_score":0.9945708},"labels":[],"label_agreement":null},{"id":"W3165907289","doi":"","title":"Fault geometry and deformation at the SW lobe of the Sudbury Basin, Canada: Insights from potential field modelling","year":2010,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Field (mathematics); Geometry; Deformation (meteorology); Fault (geology); Lobe; Seismology; Geomorphology; Mathematics","score_opus":0.011025618108050935,"score_gpt":0.19034241427568846,"score_spread":0.17931679616763752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165907289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945464,0.00012422529,0.0005521278,0.0020680695,0.00064719317,0.0000961933,0.00004412484,0.000018784805,0.001902889],"genre_scores_gemma":[0.9972192,0.000046300927,0.00043353922,0.0018500707,0.000112316644,6.0171345e-7,0.00005815527,0.0000024522235,0.0002773738],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990568,0.000041490657,0.00023691835,0.00017216043,0.00031328519,0.00017935735],"domain_scores_gemma":[0.99932474,0.00011821882,0.00015884601,0.00024115582,0.00008593486,0.00007108485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013911923,0.00012062502,0.00012220579,0.000032647327,0.0002751873,0.00007168838,0.00029168316,0.00009505318,0.00027532756],"category_scores_gemma":[0.000039207993,0.00006797901,0.00003795523,0.0000876506,0.000080116864,0.00023432531,0.00003806297,0.0003012667,0.0000083142695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026957336,0.00010015203,0.15223634,0.00010804325,0.00020578911,0.000052443193,0.0026208577,0.20161442,0.16085295,0.0010680784,0.13299413,0.3478772],"study_design_scores_gemma":[0.00021185234,0.00004323423,0.36737853,0.000037611117,0.00003218606,0.000021145674,0.00027690784,0.33945712,0.27748483,0.0020712386,0.012707165,0.00027815436],"about_ca_topic_score_codex":0.76523954,"about_ca_topic_score_gemma":0.3022482,"teacher_disagreement_score":0.46299136,"about_ca_system_score_codex":0.000007166983,"about_ca_system_score_gemma":0.00022067604,"threshold_uncertainty_score":0.71048397},"labels":[],"label_agreement":null},{"id":"W3166460449","doi":"10.11575/prism/38820","title":"Hydraulic-fracturing induced seismicity in Alberta, Canada: Analysis and interpretation using dense local arrays","year":2021,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Induced seismicity; Seismology; Geology; Interpretation (philosophy); Mining engineering; Petroleum engineering; Computer science","score_opus":0.007124358600765138,"score_gpt":0.1886835450001853,"score_spread":0.18155918639942017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166460449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532939,0.00016636158,0.043203935,0.00012556193,0.00012066908,0.00009512124,0.000002057082,0.00001507506,0.0029773165],"genre_scores_gemma":[0.99442494,0.00007478998,0.0040117665,0.00024675665,0.000005014648,3.862583e-8,0.0006383349,0.00000423062,0.0005941073],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989472,0.0000983207,0.00017801324,0.0003401362,0.00025075083,0.0001855826],"domain_scores_gemma":[0.99936825,0.00010410189,0.00022220546,0.00015301394,0.00005942958,0.00009301858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012345977,0.00016717281,0.00040872244,0.00046218856,0.0001223008,0.000018765322,0.00017253791,0.00019574683,0.00023420373],"category_scores_gemma":[0.00002892394,0.00021268654,0.00009903051,0.00041354907,0.000048580067,0.00020629323,0.000017344782,0.00033333412,0.0000013365756],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032091083,0.000036250152,0.114143535,0.0002810322,0.00059342413,0.00030106134,0.008789741,0.00091340265,0.0001911307,0.000006135863,0.0006373268,0.87378603],"study_design_scores_gemma":[0.00016340266,0.000017511127,0.2052476,0.00012397744,0.00032057377,0.0000035962805,0.0015752863,0.79061383,0.0011994808,0.000068584464,0.00043531109,0.00023087472],"about_ca_topic_score_codex":0.9932507,"about_ca_topic_score_gemma":0.90146005,"teacher_disagreement_score":0.8735552,"about_ca_system_score_codex":0.000063871004,"about_ca_system_score_gemma":0.0004306904,"threshold_uncertainty_score":0.8673105},"labels":[],"label_agreement":null},{"id":"W3166745044","doi":"10.5194/egusphere-egu2020-11942","title":"Optimal resolution seismic tomography: Lithospheric thinning beneath the British Tertiary Igneous Province and other new observations","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Geodesy; Tomography; Phase (matter); Smoothness; Algorithm; Geometry; Mathematics; Physics; Mathematical analysis; Optics","score_opus":0.020271757976217393,"score_gpt":0.19587787080210856,"score_spread":0.17560611282589117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166745044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86008835,0.007440751,0.07271555,0.04339685,0.00021487549,0.0007220704,0.00007873868,0.0012965093,0.014046311],"genre_scores_gemma":[0.8673544,0.00015417268,0.058599986,0.07110323,0.00019526127,0.0000017017284,0.000031473573,0.000009078161,0.0025506753],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992469,0.00004408418,0.00013923748,0.0002371722,0.00014207378,0.00019052645],"domain_scores_gemma":[0.99965924,0.000052285617,0.000044763437,0.00011089941,0.000016656457,0.00011612826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012043141,0.00009589254,0.000086590364,0.000012898311,0.0004573392,0.00032089424,0.00018530802,0.00004230588,0.00038296683],"category_scores_gemma":[0.000026505548,0.00007405899,0.00003947599,0.00019471129,0.00009346838,0.00024325504,0.000021095106,0.00014060977,0.000018536819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034353427,0.000012999009,0.43443856,0.0000261326,0.00003133431,0.000030779294,0.0012937387,0.0067795427,0.00008149659,0.00010433524,0.257283,0.29988372],"study_design_scores_gemma":[0.00015336403,0.00012895506,0.08861272,0.000040973762,0.000019012194,0.00007038679,0.00044879568,0.74181074,0.00020656004,0.00041566623,0.16788664,0.000206158],"about_ca_topic_score_codex":0.059522398,"about_ca_topic_score_gemma":0.0003827264,"teacher_disagreement_score":0.7350312,"about_ca_system_score_codex":0.000002270138,"about_ca_system_score_gemma":0.0000586548,"threshold_uncertainty_score":0.9467403},"labels":[],"label_agreement":null},{"id":"W3167539750","doi":"10.1007/s12182-021-00565-y","title":"Empirical rock physics relationships on carbonate dry-frame elastic properties","year":2021,"lang":"en","type":"article","venue":"Petroleum Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Carbon Management Canada; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Carbonate; Mineralogy; Geology; Analytical Chemistry (journal); Materials science; Chemistry; Metallurgy","score_opus":0.04854108375508239,"score_gpt":0.24637373575742214,"score_spread":0.19783265200233974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167539750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9180689,0.00045319897,0.0033487345,0.004637194,0.0010236163,0.000089738925,0.000020378127,0.00037736018,0.07198088],"genre_scores_gemma":[0.99520934,0.000019135825,0.0011142687,0.0018909076,0.00008604255,0.0000012443343,0.000008990582,0.0000031643667,0.0016668822],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983406,0.00008988653,0.00015541988,0.0004263976,0.00061690545,0.00037078734],"domain_scores_gemma":[0.99927497,0.000119621945,0.000052029798,0.0002952232,0.00011090159,0.00014724549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047098342,0.0001226026,0.00012401222,0.000098400036,0.00059254636,0.00016993849,0.00035117246,0.000041311774,0.00020070195],"category_scores_gemma":[0.0004722596,0.00009524265,0.00004726836,0.0006801552,0.00029251192,0.00038358592,0.000024380299,0.00033790796,0.0005756491],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000523326,0.00013196492,0.9070987,0.00003526163,0.000013438796,0.00006308444,0.0011699516,0.048532255,0.0038978995,0.0007082341,0.008324623,0.029972216],"study_design_scores_gemma":[0.00017203094,0.00016091041,0.14775385,0.00007702397,0.000012637577,0.000024006806,0.00038499237,0.80741364,0.027140688,0.0033177636,0.013214493,0.000327957],"about_ca_topic_score_codex":0.00028288667,"about_ca_topic_score_gemma":0.00001845903,"teacher_disagreement_score":0.7593449,"about_ca_system_score_codex":0.000020758469,"about_ca_system_score_gemma":0.00031463956,"threshold_uncertainty_score":0.73989964},"labels":[],"label_agreement":null},{"id":"W3168121390","doi":"10.1190/tle40060434.1","title":"Borehole seismic methods for geologic CO2 storage monitoring","year":2021,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Borehole; Geology; Microseism; Vertical seismic profile; Seismology; Context (archaeology); Geophysics; Calibration; Geotechnical engineering","score_opus":0.04995508210059217,"score_gpt":0.3227386482625447,"score_spread":0.27278356616195254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168121390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52204853,0.011447869,0.40829143,0.0124812415,0.006670542,0.00062521634,0.00006265836,0.0010418931,0.037330575],"genre_scores_gemma":[0.92439455,0.000121832614,0.06273401,0.0027039347,0.00046891847,0.000004875577,0.000029781713,0.000007468434,0.009534627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917334,0.00016921129,0.00011785065,0.00019785625,0.00007736356,0.00026440478],"domain_scores_gemma":[0.9991172,0.00050412415,0.000047793812,0.00024015644,0.00004437198,0.00004638343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082131516,0.00009701717,0.00013857751,0.000037867256,0.00029228878,0.0000637098,0.00024668078,0.000051237104,0.00016888129],"category_scores_gemma":[0.00016596162,0.000067279725,0.000073391886,0.00015690937,0.00007778119,0.00009920705,0.000019631323,0.00016518736,0.00015274997],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026723565,0.000017084005,0.024853803,0.00004732564,0.000040520357,0.000019116682,0.00114559,0.003229342,0.0026378059,0.00016650715,0.10096289,0.8668533],"study_design_scores_gemma":[0.00021392769,0.00007692095,0.005051011,0.00004791196,0.00003559938,0.000050629656,0.00058108184,0.17155147,0.11820159,0.00786667,0.69607675,0.0002464562],"about_ca_topic_score_codex":0.0002606385,"about_ca_topic_score_gemma":0.0000023669909,"teacher_disagreement_score":0.86660683,"about_ca_system_score_codex":0.000008019133,"about_ca_system_score_gemma":0.000036502595,"threshold_uncertainty_score":0.27435875},"labels":[],"label_agreement":null},{"id":"W3168584347","doi":"10.5539/eer.v11n1p78","title":"Study on the Velocity Analysis Method of Low SNR Seismic Data","year":2021,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Offset (computer science); Computer science; Geology; Principal component analysis; Ellipse; Stacking; Acoustics; Physics; Geometry; Mathematics; Artificial intelligence; Nuclear magnetic resonance","score_opus":0.09699462303062431,"score_gpt":0.329717071346434,"score_spread":0.2327224483158097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168584347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644092,0.00089657237,0.015520634,0.0062563354,0.00005387578,0.00015890304,0.00012352904,0.0000276601,0.012553288],"genre_scores_gemma":[0.9967638,0.0006723219,0.000838712,0.0003960514,0.00001910569,0.0000013450195,0.000110940804,0.0000016538339,0.0011960686],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981404,0.0007576113,0.000114452276,0.0003264384,0.00048289547,0.0001781808],"domain_scores_gemma":[0.99870294,0.00052539073,0.000025083817,0.0006824296,0.000012075928,0.000052055104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021259657,0.00006537209,0.00012687639,0.00010734471,0.0002165131,0.000028947858,0.0003489334,0.00003003107,0.0016537136],"category_scores_gemma":[0.000059141184,0.00004174972,0.000029312054,0.00036637005,0.00015167138,0.00006179051,0.00015183883,0.00015759048,0.000017323015],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008970962,0.00056870515,0.22731426,0.00001821242,0.0008900099,0.00011197954,0.0011416071,0.01266575,0.0002992088,0.0005822707,0.025897926,0.73042035],"study_design_scores_gemma":[0.00035344646,0.0005014409,0.3547255,0.00002041656,0.00016221864,0.000008669501,0.006990127,0.4947042,0.024191266,0.0028291952,0.11524892,0.00026459742],"about_ca_topic_score_codex":0.004496789,"about_ca_topic_score_gemma":0.00009465616,"teacher_disagreement_score":0.73015577,"about_ca_system_score_codex":0.0000043502387,"about_ca_system_score_gemma":0.000021969425,"threshold_uncertainty_score":0.99925894},"labels":[],"label_agreement":null},{"id":"W3168703039","doi":"10.5194/egusphere-egu21-150","title":"Depth-dependent inversion of normal faults: Structural analysis of the Penobscot 3D seismic volume, offshore Nova Scotia","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; McMaster University","funders":"","keywords":"Geology; Seismology; Inversion (geology); Submarine pipeline; Kinematics; Rift; Population; Geodesy; Tectonics; Geotechnical engineering","score_opus":0.011774720650857393,"score_gpt":0.22014434967528748,"score_spread":0.2083696290244301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168703039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881352,0.00019393348,0.0006356856,0.00054899603,0.00032837817,0.00008310675,0.00013071299,0.000037254715,0.009906684],"genre_scores_gemma":[0.99567574,0.000020603622,0.0016323188,0.0009988787,0.000017962222,7.219309e-8,0.00015404607,0.0000027686146,0.001497593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998617,0.00010673118,0.0003560604,0.00025370799,0.00045565784,0.00021082212],"domain_scores_gemma":[0.999128,0.00005534672,0.00018533095,0.0004043264,0.00016383619,0.00006315929],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019175545,0.00013397228,0.00030482834,0.00019119921,0.000083159146,0.000017696027,0.00038468005,0.00007412437,0.008536965],"category_scores_gemma":[0.00004684044,0.000088856024,0.00023644893,0.0010534523,0.00017169771,0.00019680413,0.00006725482,0.00015305198,0.00003644572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020121606,0.00001105105,0.97408223,0.000023482879,0.00018930496,0.000004113586,0.00019205094,0.006159276,0.00046089818,0.000012996294,0.004861082,0.013983406],"study_design_scores_gemma":[0.00017857034,0.00005257848,0.49190634,0.000023273362,0.0003361986,0.000010158257,0.0007290831,0.4574404,0.048335038,0.00005832547,0.00079110917,0.00013891672],"about_ca_topic_score_codex":0.032672163,"about_ca_topic_score_gemma":0.0056621414,"teacher_disagreement_score":0.4821759,"about_ca_system_score_codex":0.000008033998,"about_ca_system_score_gemma":0.00010049366,"threshold_uncertainty_score":0.99236935},"labels":[],"label_agreement":null},{"id":"W3169973309","doi":"10.1121/10.0004596","title":"Basis function choice for trans-dimensional models in geophysical inference","year":2021,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Voronoi diagram; Computer science; Basis function; Parametrization (atmospheric modeling); Basis (linear algebra); Algorithm; Discretization; Inference; Tikhonov regularization; Function (biology); Mathematical optimization; Mathematics; Inverse problem; Artificial intelligence; Geometry","score_opus":0.019106105936506235,"score_gpt":0.2379522599225053,"score_spread":0.21884615398599905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169973309","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12115231,0.0007536382,0.8558463,0.021265626,0.00041676237,0.00016058078,0.00004649193,0.000016615699,0.00034167295],"genre_scores_gemma":[0.9688399,0.00019614775,0.024304505,0.006501188,0.000094324896,2.419806e-7,0.0000021107912,0.000002394679,0.000059209782],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915147,0.000104347615,0.00024126004,0.00006853506,0.00029204125,0.00014233422],"domain_scores_gemma":[0.99850434,0.0010470494,0.00014684546,0.000117573916,0.00014131794,0.000042845033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036304502,0.0000690605,0.00017683479,0.000011436526,0.00010286482,0.0000091647025,0.0002389734,0.000038611946,0.00012847278],"category_scores_gemma":[0.00014092668,0.00003665961,0.00024407942,0.00020619473,0.00024659428,0.0001185569,0.000016168815,0.00026400198,0.0000013429201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006495577,0.00031310762,0.005427669,0.00010193151,0.00022287427,0.0000020116788,0.0012597103,0.4369219,0.00829468,0.000029091345,0.14588788,0.4008896],"study_design_scores_gemma":[0.00026033353,0.00018193266,0.008453356,0.000053304284,0.000089990404,0.000012695408,0.00046280483,0.9763852,0.0013103179,0.009298628,0.003429914,0.00006157495],"about_ca_topic_score_codex":0.00069926557,"about_ca_topic_score_gemma":0.0000031200063,"teacher_disagreement_score":0.84768754,"about_ca_system_score_codex":0.000007694839,"about_ca_system_score_gemma":0.000110725305,"threshold_uncertainty_score":0.14949356},"labels":[],"label_agreement":null},{"id":"W3170243331","doi":"10.5194/egusphere-egu21-11754","title":"Optimal resolution seismic tomography with error tracking: imaging the upper mantle beneath Ireland and Britain","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Tomography; Resolution (logic); Algorithm; Image resolution; Geodesy; Mathematics; Geology; Computer science; Physics; Computer vision; Artificial intelligence; Optics","score_opus":0.00995573868046968,"score_gpt":0.20439211035941726,"score_spread":0.1944363716789476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170243331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629904,0.0029664838,0.0077003846,0.007909776,0.000104509745,0.00013679493,0.000024340508,0.00019611564,0.017971179],"genre_scores_gemma":[0.9881429,0.00010326035,0.007544214,0.0031971012,0.000038591636,8.408513e-7,0.00004330093,0.000004093627,0.0009256906],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918824,0.000060049464,0.00010601085,0.00025015202,0.00016439578,0.0002311249],"domain_scores_gemma":[0.99963254,0.00006256382,0.000031832147,0.00016510932,0.000045766188,0.00006221011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022025728,0.000108314154,0.00009555955,0.00006263232,0.0002871614,0.00014538571,0.000099022334,0.000028154878,0.00046158963],"category_scores_gemma":[0.000011291295,0.00006509281,0.00003786435,0.00020565253,0.000153421,0.00023569283,0.000014298543,0.00013643173,0.000014287966],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005185116,0.000019391364,0.88362366,0.0000169679,0.00002927404,0.00009427244,0.00047779994,0.0013295013,0.000077063814,0.00016645517,0.02046002,0.093653716],"study_design_scores_gemma":[0.00053032895,0.000121167046,0.35889125,0.00008176736,0.000053597385,0.0008998996,0.003766909,0.54537654,0.0041309367,0.00065333955,0.08510876,0.0003855236],"about_ca_topic_score_codex":0.0020403247,"about_ca_topic_score_gemma":0.00008550556,"teacher_disagreement_score":0.544047,"about_ca_system_score_codex":0.0000024897893,"about_ca_system_score_gemma":0.000032313466,"threshold_uncertainty_score":0.5054083},"labels":[],"label_agreement":null},{"id":"W3170409141","doi":"","title":"Application of Ultra Wide-band MT Data for Deep Investigations: Based on Synthetic Data Example of Canadian Shield","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shield; Geology; Computer science","score_opus":0.047052457334160906,"score_gpt":0.24092392431314136,"score_spread":0.19387146697898044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170409141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96200764,0.00023485442,0.0019577735,0.00244913,0.00027768512,0.0009973936,0.0021933997,0.00009912763,0.029782983],"genre_scores_gemma":[0.9870145,0.000016254788,0.008683279,0.00089764514,0.000021752778,0.0000019305933,0.0033374913,0.000005510682,0.00002164786],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889725,0.00003629081,0.0002866434,0.00038724273,0.00019125112,0.00020130278],"domain_scores_gemma":[0.99722844,0.0010991446,0.00023022816,0.0012637882,0.00005864901,0.00011977555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010227484,0.000099865225,0.00015746294,0.00023494943,0.00007214489,0.000024772877,0.0008316616,0.00006842754,0.000025573398],"category_scores_gemma":[0.00089982105,0.00009346015,0.000020246192,0.00020346428,0.00007548556,0.00024228502,0.000011583985,0.000093967516,0.00003509598],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069319954,0.00007276601,0.86588115,0.0005026588,0.000037859103,0.0000018550697,0.00028069958,0.029398158,0.0022430527,0.000089779256,0.033347733,0.06807498],"study_design_scores_gemma":[0.00042804773,0.00021481351,0.06909293,0.00049367547,0.00005932434,0.000002611929,0.00025849856,0.8113941,0.022874322,0.0007939219,0.09404939,0.00033835828],"about_ca_topic_score_codex":0.82022536,"about_ca_topic_score_gemma":0.1834016,"teacher_disagreement_score":0.7967882,"about_ca_system_score_codex":0.000005078686,"about_ca_system_score_gemma":0.00016525786,"threshold_uncertainty_score":0.8314992},"labels":[],"label_agreement":null},{"id":"W3171866203","doi":"10.5194/egusphere-egu21-12764","title":"Frictional properties of a faulted shale gas play: implications for induced seismicity&amp;#160;","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Microseism; Induced seismicity; Overburden; Geothermal gradient; Geology; Oil shale; Lithology; Hydraulic fracturing; Seismology; Petrology; Geotechnical engineering; Geophysics","score_opus":0.06876950932521704,"score_gpt":0.25830211131308334,"score_spread":0.1895326019878663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171866203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672049,0.00023687081,0.010625498,0.007872358,0.00016078095,0.00025628277,0.0002237809,0.0001945716,0.013224921],"genre_scores_gemma":[0.9861485,0.000025430603,0.009178744,0.0024905913,0.000043843113,0.000006874211,0.0002178184,0.000002920798,0.0018852929],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936163,0.000025470626,0.00017997598,0.00018308313,0.00009930526,0.0001505388],"domain_scores_gemma":[0.99948585,0.00006182244,0.00005255785,0.00016289865,0.00018590284,0.000050945222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010539408,0.00007787477,0.00011873911,0.000065830645,0.00014132007,0.000025029092,0.00011285758,0.00005103584,0.0008553777],"category_scores_gemma":[0.00007927684,0.00006188294,0.000064741515,0.00019465535,0.00003544038,0.00012887185,0.000010404801,0.00006466946,0.00003505322],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001768715,0.00035255527,0.18795006,0.00024198393,0.00021995719,0.000002305986,0.0017856898,0.00041175826,0.28989604,0.0075398386,0.3277955,0.18362741],"study_design_scores_gemma":[0.00070839905,0.00018095259,0.060997535,0.000089313726,0.00004786003,0.00009080302,0.00094549876,0.030212544,0.64565736,0.009752006,0.2508481,0.0004696229],"about_ca_topic_score_codex":0.0026809543,"about_ca_topic_score_gemma":0.000084370564,"teacher_disagreement_score":0.3557613,"about_ca_system_score_codex":0.0000041389458,"about_ca_system_score_gemma":0.00011650729,"threshold_uncertainty_score":0.93657863},"labels":[],"label_agreement":null},{"id":"W3172348413","doi":"10.5194/egusphere-egu2020-8538","title":"The structural architecture of the Whataroa Valley at the Alpine Fault (New Zealand) from first-arrival tomography and reflection imaging using an extended 3D VSP survey","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Geology; Seismology; Drilling; Fault (geology); Borehole; Fault trace; Basement; Seismic tomography; Paleontology; Mantle (geology); Engineering","score_opus":0.023385883124904028,"score_gpt":0.23825680963139753,"score_spread":0.2148709265064935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172348413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879673,0.0011366275,0.00063945877,0.009319172,0.00029579527,0.00020786781,0.0001040887,0.00008999845,0.0002396706],"genre_scores_gemma":[0.9956411,0.00012551511,0.0014216381,0.0024612213,0.00012600906,2.7362873e-7,0.000080966594,0.0000054480993,0.00013783107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987454,0.00029203668,0.00019657928,0.0002789812,0.00027114624,0.0002158797],"domain_scores_gemma":[0.99918365,0.0002603499,0.0001152581,0.00029842448,0.000038401336,0.00010390735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033346348,0.00015294735,0.00013758423,0.000030066903,0.00071943237,0.0001359915,0.00038518186,0.00003788995,0.00033388616],"category_scores_gemma":[0.00007471319,0.00006633023,0.000069032416,0.00027447956,0.00026250788,0.00018510582,0.00006368814,0.00022456277,0.0000017828152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031640998,0.0000054148018,0.80673015,0.000009069821,0.00006461034,0.0000018330924,0.0028132007,0.0024067843,0.0009635627,0.0000050708168,0.024483236,0.16220066],"study_design_scores_gemma":[0.0003663145,0.00010828247,0.7452925,0.000027651882,0.000040893086,0.000030938238,0.0005819715,0.2295501,0.00436157,0.0019650853,0.017449252,0.00022545252],"about_ca_topic_score_codex":0.09396257,"about_ca_topic_score_gemma":0.01166525,"teacher_disagreement_score":0.22714332,"about_ca_system_score_codex":0.0000045535294,"about_ca_system_score_gemma":0.000032892378,"threshold_uncertainty_score":0.9120708},"labels":[],"label_agreement":null},{"id":"W3172561808","doi":"","title":"Correctly Determining the Static and Dynamic Elastic Anisotropy of Transversely Isotropic Rocks: Application to the Unconventional Duvernay Reservoir, Canada","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transverse isotropy; Geology; Anisotropy; Isotropy; Seismology; Geophysics; Physics; Optics","score_opus":0.006845321822282114,"score_gpt":0.20241931638547198,"score_spread":0.19557399456318986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172561808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963581,0.00007840993,0.00061256456,0.0012672106,0.0002551481,0.0002735864,0.000036356243,0.000027453634,0.0010911719],"genre_scores_gemma":[0.9982028,0.000019532046,0.00060417515,0.00093432993,0.000020169186,0.0000025555626,0.00003296742,0.000004640501,0.00017884996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989406,0.000066781,0.00025512575,0.00020675082,0.0003204672,0.00021027868],"domain_scores_gemma":[0.998992,0.00052346644,0.00016081193,0.00019415496,0.00006371559,0.00006581934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033389873,0.00011141499,0.00012406794,0.00003645998,0.00017984664,0.000036519796,0.00027770767,0.000030984458,0.000021804097],"category_scores_gemma":[0.00011736063,0.00007148302,0.000029104605,0.00012003198,0.000049457747,0.00008739729,0.000013792524,0.00015237427,0.000035981913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006706435,0.000018755494,0.86579007,0.00009797075,0.000035838693,0.000004430693,0.0007796122,0.08882434,0.00024442017,0.000014825553,0.0066303024,0.037492372],"study_design_scores_gemma":[0.00031586303,0.00016718637,0.8271766,0.00013899698,0.00003457155,0.000010764267,0.0011510017,0.15704179,0.00033286618,0.00019801324,0.013245563,0.00018683106],"about_ca_topic_score_codex":0.7246348,"about_ca_topic_score_gemma":0.5706061,"teacher_disagreement_score":0.15402871,"about_ca_system_score_codex":0.000019300638,"about_ca_system_score_gemma":0.00014364766,"threshold_uncertainty_score":0.43722925},"labels":[],"label_agreement":null},{"id":"W3174289704","doi":"","title":"3D velocity model optimization for enhanced absolute event locations: Application to Duvernay Subscription Array in western Canada","year":2019,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Geology; Geodesy; Computer science; Physics","score_opus":0.015140389377343157,"score_gpt":0.2323523445083451,"score_spread":0.21721195513100194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174289704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6289539,0.000013985936,0.3685163,0.00089053,0.00020383578,0.0005493775,0.00003721423,0.000042759806,0.0007921584],"genre_scores_gemma":[0.974435,0.000023586417,0.022522964,0.0016660992,0.0000561677,0.000035107998,0.0003927981,0.0000062637796,0.0008620141],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986812,0.000029566536,0.00034281376,0.00037846615,0.00026209332,0.0003058701],"domain_scores_gemma":[0.9993021,0.000038339032,0.00015223834,0.00022866986,0.00016318505,0.00011547362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028629578,0.00015726309,0.00017088607,0.000096402335,0.000083416875,0.00007217947,0.00023823662,0.00007793541,0.00008853771],"category_scores_gemma":[0.0000291171,0.00015756549,0.000029194678,0.00015079539,0.000012464756,0.000361414,0.000008039792,0.00010863934,0.00006525566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026878102,0.000015180041,0.0027416544,0.000016527016,0.000003849272,2.607577e-7,0.00011201318,0.9687165,0.0076945545,0.000022950133,0.0010373496,0.019612262],"study_design_scores_gemma":[0.00022053836,0.000047409318,0.05349286,0.00003702186,0.00000499061,8.58633e-7,0.00005247688,0.92046404,0.023683837,0.00019322985,0.0015779734,0.00022474531],"about_ca_topic_score_codex":0.30768818,"about_ca_topic_score_gemma":0.26484564,"teacher_disagreement_score":0.3459933,"about_ca_system_score_codex":0.000083821324,"about_ca_system_score_gemma":0.0004970942,"threshold_uncertainty_score":0.748569},"labels":[],"label_agreement":null},{"id":"W3174396784","doi":"10.3390/sym13071106","title":"Continuous Wavelet Transform of Schwartz Distributions in DL2′(Rn), n ≥ 1","year":2021,"lang":"en","type":"article","venue":"Symmetry","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Wavelet; Mathematics; Mathematical analysis; Pure mathematics; Physics; Computer science","score_opus":0.00902162643082185,"score_gpt":0.21498993873923064,"score_spread":0.20596831230840879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174396784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91436845,0.0014692654,0.0033125363,0.0030395521,0.00037283558,0.0001373267,0.00056646107,0.00011985315,0.07661375],"genre_scores_gemma":[0.9975245,0.00008164054,0.0014345575,0.0003670304,0.000020154568,4.5029964e-7,0.00020342585,0.0000016948044,0.0003665448],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993322,0.000038404243,0.00018434915,0.0001397217,0.00012635034,0.00017898099],"domain_scores_gemma":[0.9996841,0.00005970099,0.0000319378,0.00013510714,0.000041333566,0.000047805606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017920222,0.00006699794,0.00014807605,0.00008077757,0.000042234784,0.000013828006,0.00009870451,0.000051721858,0.0011722621],"category_scores_gemma":[0.00006397215,0.00006125788,0.000057025867,0.0003861685,0.00006596972,0.00013195327,0.0000055205164,0.00012737745,0.000055464217],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027246482,0.00010610184,0.29140878,0.00006870354,0.000024617533,0.000103548075,0.00032486438,0.0000089680625,0.00068011053,0.0019899677,0.023069536,0.68218756],"study_design_scores_gemma":[0.0012996452,0.0002419743,0.34817758,0.00024638584,0.000037328897,0.00012640945,0.0022893075,0.008647867,0.3406529,0.02144399,0.27623847,0.00059814774],"about_ca_topic_score_codex":0.0019482943,"about_ca_topic_score_gemma":0.00011823992,"teacher_disagreement_score":0.6815894,"about_ca_system_score_codex":0.000004780469,"about_ca_system_score_gemma":0.000060325296,"threshold_uncertainty_score":0.9997408},"labels":[],"label_agreement":null},{"id":"W3175315347","doi":"","title":"Fracture detection using seismic anisotropy at the Weyburn carbon dioxide storage site, Saskatchewan","year":2010,"lang":"en","type":"article","venue":"Masters Thesis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbon dioxide; Fracture (geology); Geology; Carbon capture and storage (timeline); Anisotropy; Geotechnical engineering; Mining engineering; Climate change; Chemistry","score_opus":0.008190727063130876,"score_gpt":0.19314944184956034,"score_spread":0.18495871478642947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175315347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995847,0.000095660645,0.0014312665,0.0008521288,0.00042156756,0.00012721898,0.000013173793,0.00014517963,0.0010667911],"genre_scores_gemma":[0.9952729,0.000007848753,0.00076531275,0.0028372698,0.00015554494,9.1417763e-7,0.0000098370865,0.00000930143,0.0009411047],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899286,0.0000975631,0.00014431354,0.0002545609,0.00022974766,0.00028098046],"domain_scores_gemma":[0.99936056,0.00009623092,0.00010132885,0.00034020536,0.000021884884,0.00007978769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002840857,0.00016796078,0.00014101338,0.000081596016,0.0005115173,0.000052769177,0.00022419289,0.00011211279,0.0006500692],"category_scores_gemma":[0.0000181322,0.00011192815,0.00008237346,0.00014313615,0.00013137194,0.00014375708,0.0000330911,0.0003313527,0.00006937977],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026636824,0.00003493541,0.49900487,0.00003754035,0.000090535825,0.000044456916,0.007809002,0.0062434482,0.25799254,8.2945047e-7,0.0031915817,0.22528392],"study_design_scores_gemma":[0.00038064012,0.0001420041,0.06976162,0.000031474756,0.00012621614,0.00015984163,0.003011424,0.448812,0.3213331,0.0004060781,0.155173,0.00066260085],"about_ca_topic_score_codex":0.025095034,"about_ca_topic_score_gemma":0.0027398758,"teacher_disagreement_score":0.44256854,"about_ca_system_score_codex":0.000018197346,"about_ca_system_score_gemma":0.000026307533,"threshold_uncertainty_score":0.9813969},"labels":[],"label_agreement":null},{"id":"W3175421494","doi":"10.1190/int-2021-0091.1","title":"Seismic characterization of a Triassic-Jurassic deep geothermal sandstone reservoir, onshore Denmark, using unsupervised machine learning techniques","year":2021,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Geology; Facies; Geothermal gradient; Reservoir modeling; Geothermal exploration; Bayesian probability; Inversion (geology); Prestack; Petrophysics; Petrology; Paleontology; Geothermal energy; Petroleum engineering; Artificial intelligence; Seismology; Porosity; Geotechnical engineering; Computer science; Tectonics","score_opus":0.015441102901879613,"score_gpt":0.23857463659002914,"score_spread":0.22313353368814953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175421494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942125,0.0002386024,0.055780493,0.00027417394,0.00015011634,0.00014151285,0.0000331456,0.00014383487,0.0011131237],"genre_scores_gemma":[0.99379236,0.00009885151,0.0047660405,0.0004565501,0.00004998987,0.000002199028,0.0005550059,0.000010334093,0.00026865158],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869543,0.00028138756,0.00035805182,0.00025198207,0.00022853415,0.00018463582],"domain_scores_gemma":[0.9993095,0.00009572744,0.00021127544,0.00016921334,0.000162463,0.00005184967],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032070914,0.00014384266,0.00022147536,0.00018798526,0.00012041503,0.000058854046,0.0001415496,0.000094530275,0.0012301797],"category_scores_gemma":[0.00013385076,0.0001366004,0.00008657205,0.00031973666,0.0000690169,0.0004252233,0.00001906157,0.00020890104,0.000021127169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004600476,0.00006953845,0.13929302,0.0001447659,0.00007614658,0.000028863102,0.0028907119,0.0029127751,0.24800955,0.000015891592,0.00010488653,0.6059938],"study_design_scores_gemma":[0.00019159135,0.00008601216,0.013883427,0.00016150113,0.000028500812,0.000027891663,0.00018528683,0.81668544,0.16754204,0.00011839037,0.0009479345,0.00014197922],"about_ca_topic_score_codex":0.001170923,"about_ca_topic_score_gemma":0.00005329381,"teacher_disagreement_score":0.8137727,"about_ca_system_score_codex":0.000018885266,"about_ca_system_score_gemma":0.000076087614,"threshold_uncertainty_score":0.99968284},"labels":[],"label_agreement":null},{"id":"W3176492303","doi":"","title":"Imaging major Canadian sedimentary basins and their adjacent structures using ambient seismic noise (and other applications of seismic noise)","year":2021,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic noise; Geology; Noise (video); Seismology; Sedimentary basin; Ambient noise level; Acoustics; Geomorphology; Sound (geography); Computer science; Physics","score_opus":0.023578944198624455,"score_gpt":0.2891108622946873,"score_spread":0.26553191809606286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176492303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946174,0.0013135107,0.0009297619,0.002271899,0.00008001167,0.00016455568,0.00020170046,0.000008768043,0.00041241362],"genre_scores_gemma":[0.9961701,0.00022483,0.0013413348,0.001968097,0.00019195654,4.6888962e-7,0.0000101736505,0.000008000592,0.00008503834],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983098,0.00021740347,0.00031801418,0.00022498448,0.000485322,0.0004444782],"domain_scores_gemma":[0.998657,0.00020240837,0.00013353924,0.00019120102,0.00032990667,0.0004859358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058478554,0.00014130684,0.00029073405,0.00028506384,0.00029607513,0.00010105829,0.00019599979,0.000038481816,0.0002317208],"category_scores_gemma":[0.00005702605,0.000108320695,0.000087309774,0.00034972467,0.00036073517,0.00022385773,0.000048916067,0.00051398197,0.000007003528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003733768,0.00033960762,0.4070939,0.0004465039,0.00047566014,0.00038245923,0.004454846,0.0042721145,0.055840988,0.00031210887,0.0142254755,0.51178294],"study_design_scores_gemma":[0.0013280261,0.00043696928,0.24250327,0.0004489478,0.00008682116,0.00078070204,0.0056659826,0.48097882,0.10732727,0.013952037,0.14594528,0.000545865],"about_ca_topic_score_codex":0.14636618,"about_ca_topic_score_gemma":0.0021080256,"teacher_disagreement_score":0.5112371,"about_ca_system_score_codex":0.000025879988,"about_ca_system_score_gemma":0.0005883607,"threshold_uncertainty_score":0.85931826},"labels":[],"label_agreement":null},{"id":"W3176902750","doi":"10.1088/1361-665x/ac0f44","title":"Numerical ultrasonic full waveform inversion (FWI) for complex structures in coupled 2D solid/fluid media","year":2021,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"University of Alabama","keywords":"Inversion (geology); Ultrasonic sensor; Waveform; Geology; Acoustics; Materials science; Computer science; Physics; Seismology; Telecommunications","score_opus":0.01756229785939047,"score_gpt":0.23637193391701958,"score_spread":0.2188096360576291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176902750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729794,0.0003261721,0.00018793569,0.00047197167,0.0009273912,0.00020487612,0.00024415023,0.00007522955,0.0002643412],"genre_scores_gemma":[0.9932859,0.0002129187,0.004003719,0.0014193216,0.00019494323,0.0000026148737,0.00084740017,0.000008143986,0.000025038507],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99861485,0.00008377014,0.0003349028,0.00038000284,0.00020291901,0.00038354902],"domain_scores_gemma":[0.9993917,0.0001559021,0.0000884824,0.00018477123,0.000057881814,0.00012131144],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002177265,0.00021974914,0.0003949689,0.000095957745,0.00019406521,0.00015995129,0.00016014851,0.00013542034,0.0038902042],"category_scores_gemma":[0.00012283547,0.0001684671,0.000055477303,0.000120956334,0.000120135046,0.00014969734,0.000023934817,0.00009761879,0.000010416056],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020152477,0.00006410538,0.06017371,0.0008847422,0.00016417942,0.00015274677,0.0033300044,0.00058450544,0.7867349,0.0035372465,0.055705823,0.08665281],"study_design_scores_gemma":[0.0021923196,0.00036574274,0.44343224,0.00008592514,0.000056173496,0.00023112145,0.0010013866,0.030072417,0.42235062,0.07537518,0.02391219,0.0009247088],"about_ca_topic_score_codex":0.0026071577,"about_ca_topic_score_gemma":0.00025945585,"teacher_disagreement_score":0.38325852,"about_ca_system_score_codex":0.000009765413,"about_ca_system_score_gemma":0.00006427098,"threshold_uncertainty_score":0.99702036},"labels":[],"label_agreement":null},{"id":"W3178000598","doi":"","title":"Feasibility of using Distributed Acoustic Sensing (DAS) as microseismic listening device : Canada Montney Tight Reservoir","year":2018,"lang":"en","type":"article","venue":"Medical Entomology and Zoology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microseism; Geology; Distributed acoustic sensing; Seismology; Tight gas; Acoustics; Computer science; Telecommunications; Petroleum engineering; Hydraulic fracturing; Fiber optic sensor","score_opus":0.020765394661738604,"score_gpt":0.28142566623609305,"score_spread":0.26066027157435445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178000598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920193,0.00038138885,0.0047079315,0.0014366298,0.0005382397,0.0000794018,0.00003534362,0.00003921114,0.0007625635],"genre_scores_gemma":[0.99488246,0.000025633806,0.0011330969,0.0037108762,0.00008071966,1.3963502e-7,0.000069350426,0.000003105507,0.00009458892],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984704,0.0002816761,0.0003167708,0.0003201612,0.00023154015,0.00037939692],"domain_scores_gemma":[0.9989956,0.00037360666,0.00011481525,0.00018467462,0.000107469205,0.00022382218],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006068616,0.0001325822,0.00030665085,0.000070944705,0.000204724,0.0000076845645,0.00019768726,0.00024197405,0.0011409227],"category_scores_gemma":[0.0007458992,0.00011035942,0.000029668161,0.00017020036,0.0011041823,0.000055792552,0.000054480523,0.00027976645,0.000009392413],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044079497,0.000045169058,0.9493783,0.00012131758,0.000083153944,0.00069225393,0.00050990947,0.000095997144,0.0013461638,0.00008461383,0.006604603,0.04059768],"study_design_scores_gemma":[0.0026939337,0.0011126451,0.23678865,0.00033388525,0.00023326729,0.005979722,0.0010795721,0.71610624,0.011442063,0.010853418,0.01242754,0.000949086],"about_ca_topic_score_codex":0.80117464,"about_ca_topic_score_gemma":0.30530578,"teacher_disagreement_score":0.7160102,"about_ca_system_score_codex":0.000021617803,"about_ca_system_score_gemma":0.0005603249,"threshold_uncertainty_score":0.9997722},"labels":[],"label_agreement":null},{"id":"W3179366735","doi":"10.1093/gji/ggab258","title":"A seismic petrophysical classification study of the 2-D SEAM model using semisupervised techniques and detrended attributes","year":2021,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Chevron","keywords":"Overfitting; Computer science; Machine learning; Artificial intelligence; Binary classification; Classifier (UML); Petrophysics; Data set; Supervised learning; Data mining; Support vector machine; Artificial neural network; Geology","score_opus":0.03794564993526644,"score_gpt":0.2651792792711855,"score_spread":0.22723362933591906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179366735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962931,0.000035343488,0.0018610707,0.001054546,0.00017202708,0.000068250294,0.000027930204,0.00002770416,0.0004599821],"genre_scores_gemma":[0.99730223,0.000029325449,0.0020208491,0.00025896923,0.00021373459,6.9610184e-7,0.000012761105,0.0000036817253,0.00015773952],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888134,0.00011005037,0.00024536758,0.0001826806,0.00044768307,0.00013288145],"domain_scores_gemma":[0.9993447,0.00006757805,0.00014363191,0.00013907555,0.00023889924,0.00006609004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012800582,0.00010463188,0.00014758811,0.000063674066,0.0001809624,0.0000896053,0.0002716666,0.00003733919,0.000074173215],"category_scores_gemma":[0.000043583754,0.000073592,0.00009078037,0.00017228283,0.00008846646,0.00023420123,0.00005405726,0.00028987124,0.0000029524329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039910167,0.0030414632,0.51911074,0.0000599467,0.00070786255,0.00018459953,0.002885395,0.03432621,0.09618176,0.0009480073,0.0076305037,0.3345244],"study_design_scores_gemma":[0.00034347412,0.00009835549,0.051079117,0.00004082525,0.00003454701,0.00021210746,0.0005958062,0.9310408,0.011851955,0.0042476333,0.0003491626,0.0001061937],"about_ca_topic_score_codex":0.0002754852,"about_ca_topic_score_gemma":0.0000061736605,"teacher_disagreement_score":0.8967146,"about_ca_system_score_codex":0.000017798153,"about_ca_system_score_gemma":0.00009280533,"threshold_uncertainty_score":0.30009943},"labels":[],"label_agreement":null},{"id":"W3184067901","doi":"10.1190/geo2020-0660.1","title":"2.5D multifocusing imaging of crooked-line seismic surveys","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Canada First Research Excellence Fund","keywords":"Midpoint; Line (geometry); Geology; Reflection (computer programming); Terrain; Algorithm; Geophysical imaging; Seismology; Computer science; Geometry; Geodesy; Mathematics; Geography; Cartography","score_opus":0.018555410989235268,"score_gpt":0.22332913484556982,"score_spread":0.20477372385633455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184067901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97762096,0.0006148692,0.01470424,0.0005250336,0.00046276243,0.00006225985,0.00008490086,0.00014056686,0.0057843835],"genre_scores_gemma":[0.9947125,0.000045909426,0.0034348846,0.0010127884,0.00009939514,1.9695032e-7,0.00013420312,0.0000047748254,0.00055535056],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990659,0.00013223008,0.00018664522,0.00021005413,0.00018574393,0.00021944805],"domain_scores_gemma":[0.99939924,0.00009895343,0.000083334206,0.00023908872,0.00012638692,0.000053007294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003339622,0.00010700818,0.00017024475,0.000045115376,0.00009555075,0.00003359863,0.00013301698,0.000027798946,0.0003705063],"category_scores_gemma":[0.00004332816,0.00010244742,0.000077624194,0.0002623725,0.00008672362,0.00018714133,0.000022620072,0.00012043552,0.00011918153],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072598186,0.000045079527,0.17525333,0.00005478312,0.000021036498,0.00005124789,0.0003238787,0.0019363164,0.0030183035,0.00003701756,0.0037785156,0.8154732],"study_design_scores_gemma":[0.00063461944,0.00006350893,0.2518657,0.00015509262,0.00004776597,0.00004691765,0.00062836363,0.46640274,0.2524999,0.010863361,0.016207607,0.00058440625],"about_ca_topic_score_codex":0.007324035,"about_ca_topic_score_gemma":0.000035394885,"teacher_disagreement_score":0.81488883,"about_ca_system_score_codex":0.0000036960307,"about_ca_system_score_gemma":0.0000770906,"threshold_uncertainty_score":0.9992863},"labels":[],"label_agreement":null},{"id":"W3188310258","doi":"10.1785/0220200410","title":"On-the-Fly Full Hessian Kernel Calculations Based upon Seismic-Wave Simulations","year":2021,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Hessian matrix; Kernel (algebra); Algorithm; Inversion (geology); Computation; Inverse problem; Computer science; Applied mathematics; Inverse; Mathematics; Mathematical optimization; Mathematical analysis; Geometry; Discrete mathematics; Geology","score_opus":0.1000633474524196,"score_gpt":0.3167120439908753,"score_spread":0.21664869653845573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188310258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71925545,0.000072761,0.020422908,0.25426155,0.00018799504,0.00031600305,0.00012088593,0.000197564,0.0051648705],"genre_scores_gemma":[0.9191925,0.0000071367313,0.0014702203,0.078338735,0.000090561305,0.000005523675,0.00022388258,0.000006252371,0.0006652222],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966182,0.0010566422,0.0002450548,0.00049859274,0.0008778338,0.00070368336],"domain_scores_gemma":[0.99557513,0.0034917453,0.00004560675,0.00048919814,0.00017687594,0.00022142929],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011529732,0.00016986595,0.00017353431,0.00019630905,0.00089199236,0.00019715204,0.00034607865,0.0001232818,0.006460908],"category_scores_gemma":[0.0015718638,0.0001130953,0.00013093498,0.00079632207,0.0004638848,0.00012416675,0.000046274574,0.0008894072,0.0006441771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003354545,0.0003737626,0.017333081,0.00004805655,0.000108934306,0.002135757,0.00036625157,0.26945752,0.00583448,0.010250417,0.6321954,0.061560858],"study_design_scores_gemma":[0.00028889466,0.00019864937,0.014778124,0.000049503386,0.000008296167,0.000029638095,0.00015058763,0.8423549,0.0031072316,0.015140535,0.123623334,0.00027028637],"about_ca_topic_score_codex":0.0015603089,"about_ca_topic_score_gemma":0.000033049546,"teacher_disagreement_score":0.5728974,"about_ca_system_score_codex":0.0000364463,"about_ca_system_score_gemma":0.00016682,"threshold_uncertainty_score":0.99444735},"labels":[],"label_agreement":null},{"id":"W3188774917","doi":"10.1190/geo2020-0278.1","title":"Generalized cross-dip moveout correction of crooked 2D seismic reflection surveys","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"Canada First Research Excellence Fund","keywords":"Geology; Reflection (computer programming); Seismology; Midpoint; Workflow; Azimuth; Noise (video); Geodesy; Rendering (computer graphics); Geometry; Image (mathematics); Computer science; Computer graphics (images); Mathematics; Artificial intelligence; Database","score_opus":0.01983863538380255,"score_gpt":0.2577555276196076,"score_spread":0.2379168922358051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188774917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833051,0.00013871025,0.0031895598,0.00007547999,0.0017153056,0.00006785438,0.000033851597,0.000144189,0.011329931],"genre_scores_gemma":[0.99272895,0.00006718704,0.0005687602,0.0006155156,0.00014871273,8.6420073e-7,0.00026497775,0.000005156203,0.005599872],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989221,0.00024174874,0.00020364682,0.00023450839,0.0002062595,0.00019171546],"domain_scores_gemma":[0.9993775,0.0000793282,0.00011109538,0.00022498492,0.00015808191,0.000048996575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037897137,0.00011511504,0.00018632057,0.000050204402,0.00013921727,0.000053408374,0.00009921394,0.00007242203,0.0005342941],"category_scores_gemma":[0.000055994802,0.00010898593,0.0000959835,0.00034163072,0.00007773924,0.00020509759,0.000012199148,0.00013717588,0.00012705852],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011564378,0.00007669838,0.26544172,0.00008128791,0.00007142252,0.000023648734,0.00039877658,0.013975426,0.013201181,0.00007078655,0.0245533,0.68199015],"study_design_scores_gemma":[0.00078303163,0.00028079827,0.29007098,0.000049112066,0.000042167892,0.0000315097,0.00009443943,0.24595828,0.43647966,0.0058908933,0.019907806,0.00041132656],"about_ca_topic_score_codex":0.009978401,"about_ca_topic_score_gemma":0.00007608205,"teacher_disagreement_score":0.6815788,"about_ca_system_score_codex":0.000008991742,"about_ca_system_score_gemma":0.000073516094,"threshold_uncertainty_score":0.9966142},"labels":[],"label_agreement":null},{"id":"W3189531947","doi":"","title":"Crustal Deformation Velocities From Episodic Regional Measurements at Canadian Base Network Sites","year":2004,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Deformation (meteorology); Base (topology); Geodesy; Seismology; Mathematics","score_opus":0.03470275375469814,"score_gpt":0.20961372003764964,"score_spread":0.1749109662829515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189531947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758713,0.00046582505,0.000016661095,0.0011795651,0.0002766673,0.00010404243,0.000054143973,0.00015348835,0.02187826],"genre_scores_gemma":[0.9909869,0.00003406992,0.0039638905,0.003934116,0.00023264321,0.0000012464297,0.0007434688,0.0000061574706,0.000097505064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998567,0.000046323927,0.00028589278,0.00023790619,0.00038202794,0.00048085736],"domain_scores_gemma":[0.9992524,0.000101195736,0.0001420955,0.00015588017,0.000066001354,0.0002824752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049133017,0.00016409562,0.00013549032,0.000099865705,0.0005337737,0.00009091649,0.00019101145,0.00009812639,0.00011745229],"category_scores_gemma":[0.000119091885,0.00015490274,0.000055857283,0.00011957349,0.00007873748,0.000336244,0.000011030056,0.00016699359,0.0004189771],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035066583,0.000011073578,0.8586148,0.000017432845,0.000034977405,0.000059440477,0.0009848953,0.08580362,0.00008094793,0.00001013244,0.045133702,0.009213887],"study_design_scores_gemma":[0.0007927496,0.000104297986,0.94900405,0.00047790396,0.000045883226,0.00005737194,0.00071745476,0.006232217,0.0034383305,0.005562853,0.032837916,0.00072896795],"about_ca_topic_score_codex":0.90751505,"about_ca_topic_score_gemma":0.6891322,"teacher_disagreement_score":0.21838287,"about_ca_system_score_codex":0.00009928434,"about_ca_system_score_gemma":0.00019470917,"threshold_uncertainty_score":0.631675},"labels":[],"label_agreement":null},{"id":"W3189885941","doi":"10.30632/pjv62n4-2021a4","title":"Synthetic Sonic Log Generation With Machine Learning: A Contest Summary From Five Methods","year":2021,"lang":"en","type":"article","venue":"Petrophysics – The SPWLA Journal of Formation Evaluation and Reservoir Description","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mean squared error; Petrophysics; Well logging; Artificial intelligence; Test set; Root mean square; Computer science; Data set; Artificial neural network; Machine learning; Algorithm; Geology; Statistics; Mathematics; Geophysics; Porosity; Physics","score_opus":0.046813324191841324,"score_gpt":0.28084336720899605,"score_spread":0.23403004301715474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189885941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81355935,0.005200408,0.1763322,0.0030297022,0.00045852017,0.00022952614,0.000024876314,0.000033313827,0.0011320964],"genre_scores_gemma":[0.987275,0.0012375496,0.010272936,0.00039272674,0.00022784223,0.0000017069026,0.00031691964,0.000005020304,0.00027031882],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99777246,0.0010386673,0.00036633588,0.0001296015,0.00056946283,0.0001234905],"domain_scores_gemma":[0.99839294,0.00016602514,0.00046960777,0.00014224398,0.00076670415,0.00006250478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019175595,0.0001179895,0.00017532625,0.00010364636,0.0003519764,0.00018039523,0.00011867591,0.000046847596,0.00025523605],"category_scores_gemma":[0.0002802946,0.000072932955,0.00006983497,0.00021937944,0.00007010885,0.0010619226,0.000012307673,0.00032077482,0.000010453818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057589344,0.00014351775,0.009793398,0.00007360141,0.00026431188,0.00002473651,0.005378664,0.14072695,0.038615882,0.00038683214,0.0048071938,0.799209],"study_design_scores_gemma":[0.0006119696,0.00025835753,0.0041249595,0.00009202874,0.0001402783,0.00014511171,0.0011225676,0.9802862,0.008084018,0.0021578777,0.0028692852,0.00010735214],"about_ca_topic_score_codex":0.0004234758,"about_ca_topic_score_gemma":0.00006493579,"teacher_disagreement_score":0.83955926,"about_ca_system_score_codex":0.000036988677,"about_ca_system_score_gemma":0.00013619172,"threshold_uncertainty_score":0.29741195},"labels":[],"label_agreement":null},{"id":"W3192625051","doi":"","title":"Recent advances about the unconformity-related U deposits","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Unconformity; Geology; Paleontology; Sedimentary rock","score_opus":0.00911196599706935,"score_gpt":0.21145149160439902,"score_spread":0.20233952560732968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192625051","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05595258,0.0064948704,0.0021414587,0.00765632,0.0008609308,0.00018926601,0.0000041596504,0.000520365,0.92618006],"genre_scores_gemma":[0.981244,0.0035465579,0.00089449174,0.010865093,0.000053133426,6.664456e-7,0.000024922918,0.0000022304193,0.0033688634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939096,0.000052543222,0.00012944372,0.0001188871,0.00014143964,0.00016674018],"domain_scores_gemma":[0.99961424,0.000104370105,0.000042183594,0.00016002748,0.000028957382,0.000050205726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031972592,0.0000731021,0.00007057257,0.000027590659,0.0001985907,0.000045352583,0.00021614977,0.000032694086,0.002138854],"category_scores_gemma":[0.00004761256,0.000038290433,0.000028827822,0.00013509023,0.000078596415,0.00019657305,0.0000071785903,0.00010538194,0.0005228008],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033091198,0.0000019423437,0.019980207,0.0000017202893,0.0000028715363,2.9222082e-7,0.000039927236,0.00007253898,0.0000017036091,0.00030096684,0.014033024,0.9655615],"study_design_scores_gemma":[0.00007948746,0.000045612505,0.016385972,0.000007729391,0.0000044107423,0.0000102469785,0.00006989799,0.021306494,0.0013022881,0.0028705108,0.9578352,0.000082179205],"about_ca_topic_score_codex":0.0007227263,"about_ca_topic_score_gemma":0.00020834518,"teacher_disagreement_score":0.9654793,"about_ca_system_score_codex":0.0000017273724,"about_ca_system_score_gemma":0.0000125282295,"threshold_uncertainty_score":0.99877334},"labels":[],"label_agreement":null},{"id":"W3193621325","doi":"10.1093/gji/ggab332","title":"ADMM-based full-waveform inversion for microseismic imaging","year":2022,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Total; Shell; Chevron","keywords":"Underdetermined system; Inversion (geology); Microseism; A priori and a posteriori; Algorithm; Computer science; Synthetic data; Geology; Inverse problem; Seismology; Mathematics; Mathematical analysis","score_opus":0.009919437312203933,"score_gpt":0.1967186283675884,"score_spread":0.18679919105538448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193621325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52438927,0.0016253411,0.32844746,0.065507464,0.0009308496,0.0013171651,0.00054039294,0.0012547738,0.07598732],"genre_scores_gemma":[0.9610463,0.00002703941,0.031787865,0.0031095739,0.000014084399,0.000018152972,0.00090626354,0.000012376051,0.0030783804],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975934,0.0011226864,0.0002505289,0.00039798868,0.00030433523,0.0003310538],"domain_scores_gemma":[0.99801344,0.0007207534,0.00017978137,0.00059890957,0.00036651175,0.00012061532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031580885,0.00015524673,0.00015085831,0.00019250659,0.0010611173,0.00013293541,0.00065299356,0.000035398476,0.0019641928],"category_scores_gemma":[0.0002559141,0.00016170013,0.00013552528,0.00034508508,0.00014268087,0.00018699763,0.00010343452,0.00022658859,0.000057372377],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018157248,0.00039271463,0.046132416,0.00012618415,0.00003931323,0.000013079934,0.0050444426,0.0010493991,0.011851144,0.0036369693,0.1381049,0.7934279],"study_design_scores_gemma":[0.00074472255,0.00000220699,0.001347914,0.000096181575,0.000017070884,0.000018842953,0.00050957367,0.62248,0.069162086,0.001784161,0.30352816,0.0003091088],"about_ca_topic_score_codex":0.0034980555,"about_ca_topic_score_gemma":0.0001669085,"teacher_disagreement_score":0.7931188,"about_ca_system_score_codex":0.000042028758,"about_ca_system_score_gemma":0.00015021968,"threshold_uncertainty_score":0.99894816},"labels":[],"label_agreement":null},{"id":"W3193635235","doi":"10.3390/app11167736","title":"Deep Learning Applications in Geosciences: Insights into Ichnological Analysis","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bioturbation; Computer science; Convolutional neural network; Artificial intelligence; Field (mathematics); Deep learning; Ichnology; Geology; Machine learning; Trace fossil; Paleontology; Mathematics","score_opus":0.014718606599536856,"score_gpt":0.23235371135922603,"score_spread":0.21763510475968917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193635235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8886388,0.0016372445,0.027025642,0.0006926775,0.00007818978,0.0001699452,0.0000010424709,0.0002673482,0.08148913],"genre_scores_gemma":[0.99038196,0.00014008064,0.008665972,0.0006502129,0.000017789896,0.000007201343,0.000031512245,9.944903e-7,0.0001042583],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985367,0.000060804094,0.00020677302,0.00054185087,0.000361529,0.00029232586],"domain_scores_gemma":[0.9994727,0.00018907456,0.0000664416,0.0001644314,0.000030534,0.00007681303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046521984,0.00010794861,0.00018844825,0.00041808296,0.0006022524,0.00014024836,0.0004743471,0.00006701156,0.0005964573],"category_scores_gemma":[0.000054989287,0.00008008706,0.000058590056,0.0050147693,0.0006353351,0.00018924188,0.000037716698,0.00019645593,0.00009802158],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003024342,0.000045588542,0.8144959,0.0000066213734,0.000021557515,0.000012056187,0.0013695123,0.022959553,0.00047219344,0.009010727,0.00008065509,0.15152259],"study_design_scores_gemma":[0.00023331011,0.00011570891,0.32395756,0.000012431578,0.00008563186,0.000006993623,0.022694232,0.52883893,0.009218239,0.06276669,0.05139798,0.00067228556],"about_ca_topic_score_codex":0.0014501857,"about_ca_topic_score_gemma":0.0014768298,"teacher_disagreement_score":0.50587934,"about_ca_system_score_codex":0.000007428839,"about_ca_system_score_gemma":0.000072192466,"threshold_uncertainty_score":0.6530789},"labels":[],"label_agreement":null},{"id":"W3194476665","doi":"10.1029/2021gc009720","title":"Shear‐Wave Velocity Structure of Sediments on Cascadia's Continental Margin From Probabilistic Inversion of Seafloor Compliance Data","year":2021,"lang":"en","type":"article","venue":"Geochemistry Geophysics Geosystems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geology; Seismometer; Continental shelf; Seismology; Seafloor spreading; Continental margin; Subduction; Submarine pipeline; Bathymetry; Broadband; Inversion (geology); Oceanography; Tectonics","score_opus":0.03074818025931884,"score_gpt":0.2294189656023715,"score_spread":0.19867078534305266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194476665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884656,0.0002735748,0.000056452107,0.00012223034,0.00035683456,0.00016398457,0.008959963,0.00004089676,0.0015604524],"genre_scores_gemma":[0.9920918,0.000012352197,0.00077365304,0.00014456428,0.00015350549,4.8441325e-7,0.006659041,0.000005925351,0.00015871835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983045,0.00007613035,0.00037258407,0.0005280746,0.00046436946,0.000254352],"domain_scores_gemma":[0.9983296,0.00014270343,0.00030495718,0.00092953636,0.00018742567,0.000105785424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012023671,0.00020742009,0.0004067399,0.00002460561,0.00007971862,0.000024417135,0.0004485748,0.00012041938,0.0005937253],"category_scores_gemma":[0.0000765556,0.00019950111,0.00007378757,0.00021341743,0.0001370184,0.00013501018,0.00010706256,0.00021956708,0.000024577384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007865401,0.00091163896,0.18690051,0.0068807267,0.0009302275,0.0003313745,0.001439187,0.002332211,0.61466074,0.000110097426,0.10792479,0.07679194],"study_design_scores_gemma":[0.0010354011,0.00010017322,0.019456126,0.0010579077,0.00009205809,0.00002782241,0.000826323,0.18423694,0.7877851,0.0022340182,0.002649448,0.000498692],"about_ca_topic_score_codex":0.012451288,"about_ca_topic_score_gemma":0.000035175628,"teacher_disagreement_score":0.18190473,"about_ca_system_score_codex":0.000014792913,"about_ca_system_score_gemma":0.00013925118,"threshold_uncertainty_score":0.9941249},"labels":[],"label_agreement":null},{"id":"W3194524870","doi":"10.1190/geo2020-0812.1","title":"Numerical modeling of seismic responses from fractured reservoirs in 4D monitoring — Part 1: Seismic responses from fractured reservoirs in carbonate and shale formations","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tetra Tech (Canada)","funders":"Russian Science Foundation","keywords":"Geology; Infill; Fracture (geology); Amplitude versus offset; Carbonate; Seismic attribute; Oil shale; Seismology; Geotechnical engineering; Amplitude; Petrology; Structural engineering","score_opus":0.02498074937726947,"score_gpt":0.24472550269998347,"score_spread":0.219744753322714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194524870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99430466,0.0020400602,0.0012228498,0.0011483505,0.0002780242,0.00015347401,0.0005442666,0.00007996429,0.0002283621],"genre_scores_gemma":[0.99501175,0.0003745776,0.0033571934,0.00058059685,0.00014316873,0.0000059629638,0.00042024712,0.00001369274,0.00009281763],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976808,0.00041876655,0.0005702381,0.00049413025,0.0004133535,0.00042271597],"domain_scores_gemma":[0.99823433,0.00089863257,0.00016751309,0.00048161502,0.000099720775,0.0001181823],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003698928,0.00025430572,0.00045267362,0.00023428914,0.00016999587,0.00010315544,0.00030072706,0.00015939432,0.00009589155],"category_scores_gemma":[0.0003392903,0.00025366564,0.00008552591,0.0005725577,0.00010679878,0.00060086785,0.00007161743,0.000562286,0.0000127473395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001829855,0.00015417386,0.5369745,0.00007672634,0.000085032756,0.00023363825,0.011381169,0.4317879,0.0014328049,0.0000102331605,0.00097508956,0.015058855],"study_design_scores_gemma":[0.000531329,0.00004147307,0.14096993,0.00024078052,0.00002003371,0.000002257176,0.0016286292,0.8342986,0.0074245282,0.012836683,0.0017105847,0.00029513694],"about_ca_topic_score_codex":0.0827337,"about_ca_topic_score_gemma":0.00041901818,"teacher_disagreement_score":0.4025107,"about_ca_system_score_codex":0.000029667684,"about_ca_system_score_gemma":0.00023099991,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W3194788395","doi":"10.1190/geo2021-0104.1","title":"Joint microseismic moment-tensor inversion and location using P- and S-wave diffraction stacking","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Microseism; Diffraction; Geology; Inversion (geology); Seismology; Stacking; Waveform; Hydraulic fracturing; Moment (physics); Amplitude; Geophysics; Acoustics; Computer science; Physics; Optics; Telecommunications; Nuclear magnetic resonance","score_opus":0.031128466694218645,"score_gpt":0.2135690095294433,"score_spread":0.18244054283522465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194788395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958862,0.00048730586,0.0028510836,0.0003178026,0.0001505313,0.000055231925,0.000009902546,0.00004434775,0.00019758608],"genre_scores_gemma":[0.9956524,0.00027723896,0.0026433165,0.0011654416,0.00006301322,1.9162599e-7,0.00006456176,0.0000032529827,0.00013057831],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994188,0.00003504153,0.000099263736,0.00020310705,0.00010587131,0.00013789456],"domain_scores_gemma":[0.99968946,0.000023717015,0.000060210954,0.00009629033,0.00007867068,0.000051646686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076411314,0.00008468721,0.00009715959,0.00004205542,0.00018727515,0.00007652994,0.00002037406,0.000038333626,0.00004226033],"category_scores_gemma":[0.000014224241,0.000083037325,0.00001548107,0.00016095898,0.000057612466,0.0002814004,0.000019737243,0.00009162056,0.000012978512],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047350793,0.000068382156,0.09113756,0.0002606903,0.000052076874,0.0000610127,0.0016764508,0.0006935788,0.09184413,0.00019908091,0.0039094416,0.81005025],"study_design_scores_gemma":[0.0005866696,0.00010409887,0.26432005,0.00018733671,0.00006839534,0.00013950448,0.0018448387,0.65211475,0.061600354,0.0061254194,0.012435797,0.00047277551],"about_ca_topic_score_codex":0.002386456,"about_ca_topic_score_gemma":0.000008471357,"teacher_disagreement_score":0.80957747,"about_ca_system_score_codex":0.0000093115705,"about_ca_system_score_gemma":0.00003481311,"threshold_uncertainty_score":0.36076233},"labels":[],"label_agreement":null},{"id":"W3195042605","doi":"10.2118/206723-pa","title":"Geomechanical and Fracture Network Interpretation of a Devonian Outcrop","year":2021,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Outcrop; Fracture (geology); Echelon formation; Petrology; Seismology; Diagenesis; Scale (ratio); Geotechnical engineering; Fault (geology); Geomorphology; Mineralogy; Cartography","score_opus":0.016066230267639002,"score_gpt":0.24834900681121613,"score_spread":0.23228277654357712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195042605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8604615,0.0054825936,0.12824348,0.0023976448,0.00052268256,0.00030440107,0.000016850132,0.00017792897,0.0023929384],"genre_scores_gemma":[0.9878954,0.00010851465,0.0115673,0.00024668922,0.00007086441,0.0000012796311,0.00006920024,0.0000036987246,0.000037020818],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991945,0.000060263752,0.0001733455,0.00015372425,0.00028003097,0.00013814119],"domain_scores_gemma":[0.99954426,0.00009304059,0.00004878839,0.00013014046,0.00013122211,0.000052532843],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006273113,0.000076879245,0.000119698314,0.00005522809,0.00003839943,0.00002952547,0.000067950656,0.000055557513,0.0009318821],"category_scores_gemma":[0.00027899866,0.000072295334,0.000032357504,0.00019301382,0.000013805755,0.00014726567,0.000014352266,0.00011491016,0.000010951953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021875854,0.0000075917324,0.0130958855,0.00006151015,0.000031858162,0.0000052838063,0.00030205862,0.9009507,0.0006299114,0.00012144716,0.0019073477,0.08286456],"study_design_scores_gemma":[0.00013199792,0.000027914562,0.018104637,0.000075956385,0.000017333128,0.000009405757,0.00005651754,0.9722349,0.0026283043,0.0010736162,0.005557586,0.00008185236],"about_ca_topic_score_codex":0.00018346695,"about_ca_topic_score_gemma":0.000027201615,"teacher_disagreement_score":0.12743394,"about_ca_system_score_codex":0.000008366006,"about_ca_system_score_gemma":0.00005546835,"threshold_uncertainty_score":0.9999814},"labels":[],"label_agreement":null},{"id":"W3196363412","doi":"10.1190/segam2021-3594175.1","title":"An MCMC-based approach to time-lapse full-waveform inversion","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Markov chain Monte Carlo; Inversion (geology); Algorithm; Bayesian probability; Metropolis–Hastings algorithm; Computer science; Standard deviation; Covariance; Geology; Statistics; Mathematics; Artificial intelligence; Seismology","score_opus":0.015104089284184531,"score_gpt":0.21038480098104714,"score_spread":0.19528071169686262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196363412","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41624063,0.00008252756,0.038511675,0.0035942832,0.0003330023,0.00030380784,0.000042236283,0.00095530733,0.53993654],"genre_scores_gemma":[0.899403,0.0000060436073,0.069893695,0.0252033,0.00007738673,0.000001126681,0.0005836614,0.0000054582056,0.004826351],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999021,0.000057225447,0.00012705557,0.00031771365,0.00023216334,0.00024487224],"domain_scores_gemma":[0.9993279,0.00002934294,0.000023686294,0.0003229189,0.0000621621,0.00023396705],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002143065,0.00011390945,0.00012178733,0.00010343837,0.00013664943,0.000075041535,0.00020522506,0.00006058074,0.006631833],"category_scores_gemma":[0.000023079996,0.000091279224,0.000050876828,0.00032080716,0.00003483785,0.00024445282,0.000012441988,0.000094984614,0.0022103973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016773988,0.00033744605,0.022970658,0.000056099012,0.00002534794,0.00006488286,0.00050723733,0.0062368577,0.008972508,0.00019669549,0.54878235,0.41168216],"study_design_scores_gemma":[0.00027958816,0.00029255782,0.0019651523,0.000015259002,0.000010643657,0.000023195438,0.00046136862,0.8273053,0.058015916,0.00025955736,0.11105149,0.00031994277],"about_ca_topic_score_codex":0.0015068115,"about_ca_topic_score_gemma":0.000024539528,"teacher_disagreement_score":0.82106847,"about_ca_system_score_codex":0.000007024207,"about_ca_system_score_gemma":0.000081896134,"threshold_uncertainty_score":0.9985665},"labels":[],"label_agreement":null},{"id":"W3196776060","doi":"10.1785/0120210094","title":"Full-Waveform Inversion of High-Frequency Teleseismic Body Waves Based on Multiple Plane-Wave Incidence: Methods and Practical Applications","year":2021,"lang":"en","type":"article","venue":"Bulletin of the Seismological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Inversion (geology); Waveform; Lithosphere; Geology; Solver; Curvature; Amplitude; Plane wave; Tomography; Seismology; Physics; Optics; Geometry; Mathematics; Tectonics; Mathematical optimization","score_opus":0.020900583169842214,"score_gpt":0.266160064615698,"score_spread":0.2452594814458558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196776060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5220415,0.0011079578,0.20194855,0.2650988,0.00039035006,0.0016008477,0.00050513115,0.00025892942,0.0070478846],"genre_scores_gemma":[0.66816515,0.00024616125,0.31486973,0.016546888,0.000019386238,0.0000033197894,0.00004320197,0.0000036365195,0.000102498336],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837977,0.00035076577,0.0003814914,0.00031960855,0.00035498486,0.00021339029],"domain_scores_gemma":[0.9972356,0.0017978252,0.00039144943,0.00036702954,0.0001247485,0.000083359],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005146123,0.00015766946,0.00038229834,0.000028052427,0.00015810892,0.000009787002,0.00020863886,0.00015656586,0.0010640305],"category_scores_gemma":[0.00060951733,0.000103121354,0.00023543563,0.00026645706,0.0010565353,0.000028212313,0.00008903084,0.0003055288,0.000010204205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012153501,0.0018248875,0.059795354,0.001092209,0.0004262889,0.000054511198,0.0012411154,0.004302731,0.02203908,0.00080647063,0.39533004,0.51187193],"study_design_scores_gemma":[0.0015415354,0.0024797802,0.06470476,0.00032576258,0.00020502877,0.000198845,0.0029421546,0.24059135,0.15431006,0.012934196,0.5190167,0.00074981805],"about_ca_topic_score_codex":0.009240724,"about_ca_topic_score_gemma":4.2376794e-7,"teacher_disagreement_score":0.51112217,"about_ca_system_score_codex":0.000011164857,"about_ca_system_score_gemma":0.00009516994,"threshold_uncertainty_score":0.99984914},"labels":[],"label_agreement":null},{"id":"W3196901741","doi":"10.1111/1365-2478.13142","title":"Porosity variation of elastic wave velocities in clean sandstones","year":2021,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Construction Association","funders":"","keywords":"Porosity; Elasticity (physics); Elastic modulus; Geology; Mineralogy; Materials science; Composite material; Geotechnical engineering","score_opus":0.012988223040483918,"score_gpt":0.2062048821094923,"score_spread":0.1932166590690084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196901741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955443,0.000051827556,0.0006124215,0.00015975165,0.00013817589,0.000047795857,0.000006732135,0.00005449762,0.0033844635],"genre_scores_gemma":[0.997988,0.0000063340876,0.0016349334,0.00013780264,0.00007725029,3.880716e-7,0.000017275712,0.0000019756505,0.00013603785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934506,0.00003746707,0.00016089203,0.00016604623,0.00014038687,0.00015012975],"domain_scores_gemma":[0.9996542,0.00011735118,0.00006489189,0.00008980248,0.000047265556,0.000026505793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014172566,0.00006562839,0.00013969994,0.000039513783,0.000072975694,0.000019846906,0.000049213133,0.000030817613,0.00018245819],"category_scores_gemma":[0.00011593446,0.000061508195,0.000038411377,0.00022685266,0.00004826152,0.00013280814,0.000013927583,0.00013127303,0.000019827488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007965298,0.00022220366,0.7174991,0.0002083589,0.000034415687,0.00009719428,0.00646501,0.0008428967,0.011875086,0.0038819413,0.0004611071,0.25833306],"study_design_scores_gemma":[0.00016861226,0.00005544337,0.9244161,0.00005241101,0.0000065003683,0.000007958678,0.00070984365,0.028133469,0.029803338,0.016481914,0.0000556661,0.00010874009],"about_ca_topic_score_codex":0.0044793775,"about_ca_topic_score_gemma":0.000098607445,"teacher_disagreement_score":0.25822434,"about_ca_system_score_codex":0.000007102831,"about_ca_system_score_gemma":0.00003419461,"threshold_uncertainty_score":0.67715085},"labels":[],"label_agreement":null},{"id":"W3197058179","doi":"10.1190/segam2021-3583594.1","title":"A tunneling approach for clustered priors in full-waveform inversion","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Maxima and minima; Inversion (geology); Computer science; Cluster analysis; Prior probability; Optimization problem; Prior information; Geology; Regularization (linguistics); Data mining; Algorithm; Seismology; Artificial intelligence; Bayesian probability; Mathematics","score_opus":0.02465625622968227,"score_gpt":0.22214698888469578,"score_spread":0.19749073265501352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197058179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7689629,0.00046159542,0.10617183,0.0024752805,0.00053022976,0.0007066343,0.000037680104,0.0004135385,0.120240316],"genre_scores_gemma":[0.9054416,0.000044168853,0.089749575,0.0030425703,0.0000453529,0.000002112774,0.00023543967,0.0000031608106,0.0014360615],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992582,0.000025906735,0.00015674537,0.00022823001,0.000112765454,0.00021811185],"domain_scores_gemma":[0.99969506,0.000054565095,0.000029216806,0.00012664136,0.00003709267,0.000057417965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025665254,0.00008135787,0.000116158844,0.00009371681,0.000076316705,0.00003683556,0.00010382736,0.000059196253,0.0006251707],"category_scores_gemma":[0.00004928862,0.00006657583,0.000054146993,0.00020206401,0.000024735587,0.00016899,0.000014312256,0.00008704521,0.000029072176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035951647,0.00017125614,0.14975423,0.0003419217,0.000037307695,0.000050285827,0.002073372,0.0055036284,0.0017275705,0.00027124898,0.07110384,0.7686058],"study_design_scores_gemma":[0.00050566485,0.00006853602,0.0020007268,0.000022991337,0.0000051298475,0.000019627394,0.0023501513,0.9735949,0.006805272,0.00061866967,0.013840483,0.00016782121],"about_ca_topic_score_codex":0.0013413506,"about_ca_topic_score_gemma":0.00011855378,"teacher_disagreement_score":0.9680913,"about_ca_system_score_codex":0.000007995208,"about_ca_system_score_gemma":0.000052648586,"threshold_uncertainty_score":0.68451804},"labels":[],"label_agreement":null},{"id":"W3197248934","doi":"10.1190/segam2021-3594214.1","title":"Sea trial of a low-frequency enhanced pneumatic source","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"George (robot); Computer science; Information retrieval; Library science; Geology; Operations research; Engineering; Artificial intelligence","score_opus":0.01159840485792517,"score_gpt":0.21599220500516492,"score_spread":0.20439380014723973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197248934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8726365,0.00013534473,0.0053295796,0.00049132615,0.00029118985,0.00011465699,0.000009254093,0.00015154325,0.12084059],"genre_scores_gemma":[0.99177873,0.00004378082,0.004144166,0.00094372686,0.000036914756,5.7902474e-7,0.000030189018,0.0000016754597,0.0030202658],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932307,0.000054429627,0.0001856754,0.00013608382,0.00016906572,0.00013168418],"domain_scores_gemma":[0.9995833,0.00008549972,0.0000538346,0.00018069954,0.00004898771,0.000047675432],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015122865,0.00006397888,0.00013507187,0.000040057792,0.000040728002,0.000017180786,0.000113320166,0.00003489632,0.0061104964],"category_scores_gemma":[0.00009381,0.000051030915,0.000060615526,0.0001625652,0.00004676107,0.0000926241,0.00000695702,0.00006326538,0.00015184599],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021810532,0.00033728193,0.023440853,0.00040815907,0.00010394957,0.00004914045,0.0015845159,0.00030698633,0.02086684,0.0005457527,0.057859737,0.89231575],"study_design_scores_gemma":[0.01592616,0.0008265384,0.0033590014,0.00021912552,0.000037214533,0.00003712765,0.0013088653,0.03491098,0.92232436,0.010433981,0.010057318,0.00055931613],"about_ca_topic_score_codex":0.0018065035,"about_ca_topic_score_gemma":0.000038967708,"teacher_disagreement_score":0.90145755,"about_ca_system_score_codex":0.0000017022808,"about_ca_system_score_gemma":0.000073185525,"threshold_uncertainty_score":0.99479806},"labels":[],"label_agreement":null},{"id":"W3197682374","doi":"","title":"Understanding Effects of Varying CO2 Saturations on Ultrasonic Velocities of K-Field Carbonate, Offshore Sarawak Malaysia","year":2021,"lang":"en","type":"article","venue":"55th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BitCan (Canada)","funders":"","keywords":"Submarine pipeline; Carbonate; Geology; Ultrasonic sensor; Oceanography; Materials science; Acoustics; Metallurgy","score_opus":0.020523714039265218,"score_gpt":0.2124196867965348,"score_spread":0.19189597275726958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197682374","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22990784,0.0056459005,0.70374197,0.0054090074,0.011846003,0.002894381,0.00094394886,0.0014196403,0.038191326],"genre_scores_gemma":[0.9966094,0.0012145614,0.00084207504,0.00086029386,0.00007678934,0.0000060296984,0.00017185122,0.00002501601,0.0001939974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974322,0.00017410051,0.00062324875,0.0005666075,0.00064714544,0.00055674114],"domain_scores_gemma":[0.9978494,0.0008053234,0.00037910196,0.0005744351,0.00022893652,0.00016279142],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036065766,0.0003760768,0.000599949,0.00036956798,0.00029047736,0.000058871417,0.0004345029,0.00029176165,0.00036241257],"category_scores_gemma":[0.00022385753,0.0003738488,0.00024990411,0.0007576969,0.000017211303,0.00025741424,0.000069790134,0.00045489168,0.000023995923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073051197,0.0006721867,0.0015744941,0.0036233845,0.0010006651,0.00032820084,0.004461804,0.11512862,0.49007913,0.36174998,0.015337057,0.0053139534],"study_design_scores_gemma":[0.0005518925,0.0007059974,0.000015000112,0.0005678811,0.000113074304,0.00004430198,0.0010066292,0.31662524,0.6461982,0.033257622,0.00048133414,0.00043279174],"about_ca_topic_score_codex":0.00048964226,"about_ca_topic_score_gemma":0.00004547216,"teacher_disagreement_score":0.7667015,"about_ca_system_score_codex":0.00007087701,"about_ca_system_score_gemma":0.0002757182,"threshold_uncertainty_score":0.9998714},"labels":[],"label_agreement":null},{"id":"W3197817692","doi":"10.1190/segam2021-3582266.1","title":"Fault detection in seismic volumes using a 2.5D residual neural networks approach","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Residual; Robustness (evolution); Artificial neural network; Computer science; Automation; Fault detection and isolation; Process (computing); Artificial intelligence; Engineering; Algorithm","score_opus":0.024374324176293354,"score_gpt":0.22143654588877873,"score_spread":0.19706222171248539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197817692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9261794,0.00050255295,0.06491022,0.0002502128,0.0003114078,0.000089752524,0.000003929823,0.00018741221,0.0075650834],"genre_scores_gemma":[0.9919806,0.000026176087,0.0054936605,0.0017618727,0.00010272057,4.991707e-7,0.000042696174,0.0000033621618,0.0005883778],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990622,0.00011173508,0.00016614584,0.00026031825,0.00014011153,0.00025948056],"domain_scores_gemma":[0.999705,0.000038059796,0.00003449925,0.00013845626,0.00003070268,0.000053278345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020317391,0.000100266756,0.00012293221,0.000096458185,0.00010833555,0.00007231949,0.00009563316,0.000079284655,0.00034373364],"category_scores_gemma":[0.000025782192,0.000089558336,0.00003891821,0.0003616807,0.00004417692,0.00022992384,0.000014415386,0.00021199173,0.000012048712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035783116,0.000033065,0.12686732,0.000018081975,0.000010968682,0.00006270451,0.00018524965,0.37557653,0.00020940277,0.0000064204964,0.004286132,0.49270833],"study_design_scores_gemma":[0.00013049129,0.000021500504,0.010041009,0.0000075436487,0.0000049429086,0.00008834646,0.00044520482,0.9856715,0.0021417912,0.00010000801,0.0012237016,0.00012393342],"about_ca_topic_score_codex":0.013068291,"about_ca_topic_score_gemma":0.00043194118,"teacher_disagreement_score":0.610095,"about_ca_system_score_codex":0.000008677961,"about_ca_system_score_gemma":0.00003137727,"threshold_uncertainty_score":0.99350375},"labels":[],"label_agreement":null},{"id":"W3197831678","doi":"10.1190/segam2021-3587233.1","title":"Improving seismic images for frontier exploration in East Coast Canada: Lessons learned","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic migration; Frontier; Extrapolation; Geology; Ray tracing (physics); Computer science; Tracing; Seismology; Geophysical imaging; Geography; Mathematics","score_opus":0.03795777658481023,"score_gpt":0.2393177298785176,"score_spread":0.20135995329370737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197831678","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22827372,0.0021884185,0.55799335,0.18022701,0.002926018,0.0010445986,0.0008953977,0.00061785936,0.02583363],"genre_scores_gemma":[0.98372036,0.00004736323,0.008065705,0.003455195,0.000050852017,0.0000036383342,0.00026512844,0.0000038878816,0.004387841],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927974,0.000037493308,0.00014075759,0.00021496484,0.00011780491,0.00020925452],"domain_scores_gemma":[0.9996939,0.00004696912,0.00003784627,0.00011284309,0.000057764035,0.000050713264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016223745,0.00008063243,0.00011159219,0.000050354236,0.000097324904,0.0000533226,0.00008446068,0.00003312939,0.0003080146],"category_scores_gemma":[0.00007369715,0.00007317549,0.000027147767,0.00012259591,0.000020572146,0.00030883582,0.0000090521135,0.000082746905,0.000008958007],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024591172,0.0000138288015,0.020189403,0.000028691284,0.000007194086,0.000024113753,0.00018442296,0.0013564326,0.0007165643,0.000046282035,0.3250439,0.6523646],"study_design_scores_gemma":[0.0008956083,0.00007343144,0.012701326,0.00005133133,0.000017039232,0.000017906072,0.010265748,0.63027406,0.06634815,0.002867347,0.2759895,0.0004985762],"about_ca_topic_score_codex":0.80975616,"about_ca_topic_score_gemma":0.67615646,"teacher_disagreement_score":0.7554467,"about_ca_system_score_codex":0.000016330443,"about_ca_system_score_gemma":0.00044263373,"threshold_uncertainty_score":0.33725438},"labels":[],"label_agreement":null},{"id":"W3197837095","doi":"10.1190/segam2021-3581036.1","title":"Deep learning based least-squares reverse-time migration","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hessian matrix; Computer science; Regularization (linguistics); Algorithm; Computation; Residual; Least-squares function approximation; Mathematical optimization; Gradient descent; Artificial intelligence; Mathematics; Artificial neural network; Applied mathematics; Statistics","score_opus":0.008802336819307748,"score_gpt":0.19493054638627688,"score_spread":0.18612820956696913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197837095","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3199872,0.0026743663,0.14554384,0.03393806,0.0013704847,0.00043456798,0.000028051247,0.003345405,0.49267802],"genre_scores_gemma":[0.9569226,0.000045892826,0.01459285,0.007142131,0.00006825652,5.102658e-7,0.0003171121,0.0000037443333,0.020906929],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993394,0.00009025328,0.00010043153,0.00017299475,0.00015059367,0.00014634423],"domain_scores_gemma":[0.99968743,0.00006657128,0.000030139136,0.000106443775,0.000054007975,0.000055426444],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014705762,0.000071691655,0.00008096137,0.0000508483,0.00013610622,0.00005869154,0.00006959748,0.00003988147,0.020944657],"category_scores_gemma":[0.00008598328,0.000061855215,0.00004708269,0.00015702749,0.000028762595,0.0001616987,0.0000044037774,0.00010715136,0.0012267021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003865347,0.000036972513,0.23376109,0.000034815486,0.000020708856,0.00008589268,0.0003089308,0.015385468,0.0019280426,0.000055095836,0.23462743,0.5137169],"study_design_scores_gemma":[0.00010641892,0.000046938585,0.0068014367,0.000013858388,0.000006434569,0.000009148179,0.0002965696,0.74786925,0.012366076,0.00012867968,0.2322349,0.00012027934],"about_ca_topic_score_codex":0.0024349468,"about_ca_topic_score_gemma":0.00017003201,"teacher_disagreement_score":0.7324838,"about_ca_system_score_codex":0.0000030100016,"about_ca_system_score_gemma":0.000038623275,"threshold_uncertainty_score":0.99955094},"labels":[],"label_agreement":null},{"id":"W3197980061","doi":"10.1002/essoar.10507870.1","title":"Understanding the geodetic signature of large aquifer systems: Example of the Ozark Plateaus in Central United States","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Institut de Physique du Globe de Paris; U.S. Geological Survey; Office for Science and Technology of the Embassy of France in the United States","keywords":"Poromechanics; Aquifer; Geology; Groundwater; Geodetic datum; Piezometer; Deformation (meteorology); Geophysics; Soil science; Geotechnical engineering; Geodesy; Porous medium","score_opus":0.04959907080664746,"score_gpt":0.2296870439144322,"score_spread":0.18008797310778474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197980061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98194873,0.0032004735,0.0066595958,0.0011209376,0.0014950695,0.00077459466,0.00053956406,0.00008880114,0.004172242],"genre_scores_gemma":[0.9983252,0.00033703077,0.00010142406,0.0005700051,0.000020823669,0.0000011812805,0.00041129076,0.000004802983,0.00022820842],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998333,0.00035013855,0.0003931062,0.0002600339,0.00034812643,0.00031561716],"domain_scores_gemma":[0.9988734,0.0003318129,0.00023876537,0.00045683765,0.00006020179,0.00003894089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006432932,0.00017687511,0.00030706846,0.0001512031,0.00008795327,0.00006183431,0.00054376625,0.000197017,0.0005772372],"category_scores_gemma":[0.000046336012,0.00009356951,0.00010925731,0.0004012127,0.00015143356,0.00005567323,0.0001320184,0.00064168463,0.0000012141771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014649352,0.0001771734,0.48896825,0.0021780888,0.00037667362,0.000040653453,0.02250124,0.43079075,0.00014068982,0.0040570246,0.049919218,0.0007037516],"study_design_scores_gemma":[0.0006182001,0.00008107727,0.049280435,0.0023212763,0.00010849275,0.0000159591,0.06349392,0.86461115,0.0035538904,0.0075787813,0.0077678678,0.0005689454],"about_ca_topic_score_codex":0.09419876,"about_ca_topic_score_gemma":0.0010766911,"teacher_disagreement_score":0.43968782,"about_ca_system_score_codex":0.00002595161,"about_ca_system_score_gemma":0.00013038494,"threshold_uncertainty_score":0.91183305},"labels":[],"label_agreement":null},{"id":"W3198114483","doi":"10.1190/segam2021-3564832.1","title":"Inversion comparison using an elastic local solver to recover elastic parameters","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Solver; Amplitude; Computer science; Algorithm; Geology; Seismology; Computational science; Physics; Optics","score_opus":0.04412750038722106,"score_gpt":0.26232607172340894,"score_spread":0.21819857133618786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198114483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75298333,0.00006158114,0.24227446,0.0003000507,0.0005896134,0.000083233535,0.0000119575225,0.00016840492,0.0035273938],"genre_scores_gemma":[0.955003,0.0000063110056,0.038827628,0.005672167,0.000036258672,2.480155e-7,0.000066535504,0.0000047127246,0.0003830958],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988003,0.00009298582,0.00020313126,0.00034802358,0.00024888778,0.00030671482],"domain_scores_gemma":[0.99930024,0.00012611535,0.000039911673,0.00022320455,0.00005927544,0.00025122458],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015149039,0.00013719138,0.00018277208,0.00011069217,0.00015313874,0.00008902622,0.0001545712,0.00006986259,0.0034980557],"category_scores_gemma":[0.000065543754,0.00011973086,0.000054816894,0.00029110268,0.00006960206,0.00032705057,0.000025456466,0.00014455931,0.00060626416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020561481,0.00022150228,0.21605076,0.00005647958,0.00006335893,0.0001436934,0.00093030074,0.2773715,0.0021209866,0.000065704546,0.13718802,0.3655821],"study_design_scores_gemma":[0.00016529711,0.00021110893,0.0036797563,0.000043704636,0.00002560066,0.000024910234,0.0010269671,0.9661016,0.014421239,0.00030180247,0.013737133,0.00026087486],"about_ca_topic_score_codex":0.004897863,"about_ca_topic_score_gemma":0.00027347796,"teacher_disagreement_score":0.6887301,"about_ca_system_score_codex":0.000018151863,"about_ca_system_score_gemma":0.00007873483,"threshold_uncertainty_score":0.99741286},"labels":[],"label_agreement":null},{"id":"W3198208560","doi":"10.1190/int-2021-0107.1","title":"Improving porosity and gamma-ray prediction for the Middle Jurassic Hugin sandstones in the southern Norwegian North Sea with the application of deep neural networks","year":2021,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Chemicals (Canada); ARC Resources (Canada)","funders":"","keywords":"Petrophysics; Porosity; Geology; Artificial neural network; Workflow; Well control; Reservoir modeling; Electrical impedance; Lithology; Norwegian; Mineralogy; Artificial intelligence; Computer science; Petrology; Materials science; Geotechnical engineering; Database; Drilling; Engineering","score_opus":0.008108260349963446,"score_gpt":0.1944298392005981,"score_spread":0.18632157885063463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198208560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6905676,0.00030421498,0.3074135,0.001262187,0.000059150247,0.00028509472,0.000023250157,0.000019538136,0.000065478605],"genre_scores_gemma":[0.9989256,0.000010952084,0.0002181426,0.0006761574,0.000041165946,0.000015162326,0.00009916109,0.0000024046476,0.000011214898],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947435,0.00008262738,0.000117430434,0.00012767325,0.00010564116,0.00009225365],"domain_scores_gemma":[0.9994105,0.00028658676,0.00010004032,0.00013714297,0.000053847354,0.00001184297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002864679,0.000064434986,0.0000632776,0.000022013002,0.00015653462,0.000052036623,0.000120802986,0.000025744379,0.000006833542],"category_scores_gemma":[0.000023892706,0.000030839958,0.000025377698,0.00013876458,0.000087682805,0.00011846554,0.000006199374,0.00010271702,6.9770374e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078181394,0.000008591417,0.38295558,0.000020054807,0.000010062875,4.646096e-7,0.005510791,0.016506366,0.0000498214,0.000006456281,0.000094412724,0.5947592],"study_design_scores_gemma":[0.000089812755,0.000049708553,0.1990938,0.000008876858,0.00002057826,0.0000053484778,0.0025345162,0.79795,0.0000970522,0.00003138325,0.00008641346,0.000032470885],"about_ca_topic_score_codex":0.002156292,"about_ca_topic_score_gemma":0.0039890255,"teacher_disagreement_score":0.78144366,"about_ca_system_score_codex":0.0000037235905,"about_ca_system_score_gemma":0.000011558095,"threshold_uncertainty_score":0.32596833},"labels":[],"label_agreement":null},{"id":"W3198609276","doi":"10.1190/segam2021-3594471.1","title":"Elastic full-waveform inversion with rock-physics constraints","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geoscience BC","funders":"","keywords":"Inversion (geology); Physics; Geophysics; Waveform; Nonlinear system; Geology; Algorithm; Computer science; Computational physics; Seismology; Voltage","score_opus":0.012334831252017613,"score_gpt":0.19188191827619164,"score_spread":0.17954708702417402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198609276","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3257851,0.00017418685,0.15625998,0.0022824723,0.0005753952,0.00020471755,0.000042449257,0.00073829945,0.5139374],"genre_scores_gemma":[0.9890055,0.000029242197,0.006089893,0.0030317735,0.000049309747,2.2069085e-7,0.00009164423,0.0000024897486,0.0016999169],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993128,0.00002085933,0.000091555055,0.00019108962,0.00019030116,0.00019337617],"domain_scores_gemma":[0.9996199,0.00005134146,0.000030870156,0.00014098723,0.00006383149,0.00009305376],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060201306,0.000095328294,0.00010020422,0.000027313801,0.00011499046,0.000042270505,0.000084750034,0.000036364763,0.00852211],"category_scores_gemma":[0.000015921169,0.00006648271,0.000031488144,0.00018710042,0.000080379265,0.00018571586,0.000010446004,0.00010604628,0.00086246536],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107702326,0.00007046529,0.11569082,0.000060149596,0.00006986728,0.000320598,0.00032529616,0.001615773,0.0006906021,0.0010993411,0.07557828,0.8043711],"study_design_scores_gemma":[0.0022405768,0.0012662932,0.021722991,0.00031226993,0.000120880046,0.001025612,0.0051681926,0.6862581,0.13810936,0.009379072,0.13283269,0.0015640088],"about_ca_topic_score_codex":0.00040816254,"about_ca_topic_score_gemma":0.000050932675,"teacher_disagreement_score":0.8028071,"about_ca_system_score_codex":0.0000043871187,"about_ca_system_score_gemma":0.00009667349,"threshold_uncertainty_score":0.9999155},"labels":[],"label_agreement":null},{"id":"W3198869807","doi":"10.1190/geo2020-0759.1","title":"Data-driven edge detectors for seismic data interpretation","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universidad Nacional de La Plata","keywords":"Sobel operator; Detector; Computer science; Enhanced Data Rates for GSM Evolution; Algorithm; Edge detection; Set (abstract data type); Data set; Synthetic data; Geology; Interpretation (philosophy); Filter (signal processing); Data mining; Artificial intelligence; Computer vision; Image (mathematics); Image processing; Telecommunications","score_opus":0.04719897967132212,"score_gpt":0.2689405700247199,"score_spread":0.22174159035339777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198869807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48652318,0.0014583961,0.47299466,0.003542529,0.004319686,0.0008497355,0.020452827,0.00095785205,0.008901122],"genre_scores_gemma":[0.96635276,0.0000512079,0.013278038,0.0025008079,0.00025321092,0.0000010238718,0.017184157,0.000005752619,0.00037305144],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918455,0.000033618653,0.00012180663,0.00037320802,0.00011608689,0.00017073276],"domain_scores_gemma":[0.99875426,0.00012215025,0.00005258428,0.00097061915,0.000055266984,0.000045121273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013897085,0.000085770036,0.000108679626,0.00002484224,0.00010142256,0.00006593696,0.0006856937,0.000033490844,0.00014374382],"category_scores_gemma":[0.00008597172,0.0000807898,0.000026655869,0.00013032524,0.00003852693,0.000550437,0.000117802214,0.000082737766,0.00015671251],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021718903,0.000017796305,0.0026219818,0.00004096956,0.0000312682,0.0000064710457,0.00013413573,0.00045758844,0.00015711253,0.000029120158,0.1378773,0.85860455],"study_design_scores_gemma":[0.00010235499,0.000027028525,0.0014173678,0.00001630392,0.000024227606,0.0000040923787,0.0000923316,0.8407182,0.0011411483,0.0022031774,0.15414168,0.00011206644],"about_ca_topic_score_codex":0.00063155545,"about_ca_topic_score_gemma":0.000073209354,"teacher_disagreement_score":0.8584925,"about_ca_system_score_codex":0.0000029217517,"about_ca_system_score_gemma":0.00008679938,"threshold_uncertainty_score":0.32945126},"labels":[],"label_agreement":null},{"id":"W3198883679","doi":"10.1190/segam2021-3583256.1","title":"Moment-tensor inversion of hydraulic fracturing-induced events in a Montney reservoir, northeastern British Columbia","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Moment tensor; Hydraulic fracturing; Inversion (geology); Geology; Seismology; Amplitude; Geophysics; Petroleum engineering; Physics; Deformation (meteorology)","score_opus":0.015694753897169286,"score_gpt":0.2120568024301932,"score_spread":0.19636204853302391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198883679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907336,0.00012569685,0.00002823825,0.000684078,0.0001204148,0.000117734606,0.000016752987,0.000059505368,0.008113954],"genre_scores_gemma":[0.99251306,0.000076812736,0.00049511227,0.0013920275,0.000018943583,0.0000010072563,0.000065380555,0.0000040221216,0.005433611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988015,0.000095876305,0.0002731614,0.0002829343,0.00029705715,0.0002494471],"domain_scores_gemma":[0.99949056,0.000045255838,0.00007691901,0.00022143545,0.00006819438,0.000097664444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019984187,0.00008044036,0.0001994397,0.000056296143,0.00011463621,0.00009319432,0.00019024468,0.00007583166,0.0030067037],"category_scores_gemma":[0.00004700747,0.00010780211,0.0000644454,0.00027788963,0.00004016853,0.00023876491,0.000035982077,0.0001503872,0.00006644317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011112159,0.00004572934,0.96357995,0.000024457744,0.000007814418,0.00006670774,0.0000680599,0.000067256165,0.00015148216,3.279256e-7,0.007955468,0.028021608],"study_design_scores_gemma":[0.0008972528,0.000159235,0.94339937,0.00026899728,0.000010430168,0.000050240094,0.0007421921,0.03260834,0.010707389,0.00081866235,0.0100501925,0.0002877037],"about_ca_topic_score_codex":0.646297,"about_ca_topic_score_gemma":0.26642424,"teacher_disagreement_score":0.37987277,"about_ca_system_score_codex":0.000008892576,"about_ca_system_score_gemma":0.00006195318,"threshold_uncertainty_score":0.99790466},"labels":[],"label_agreement":null},{"id":"W3199645533","doi":"10.1142/s0218348x2150256x","title":"A NOVEL APPROACH BASED ON FEATURE FUSION FOR FRACTURE IDENTIFICATION USING WELL LOG DATA","year":2021,"lang":"en","type":"article","venue":"Fractals","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fracture (geology); Identification (biology); Fractal; Feature (linguistics); Borehole; Stability (learning theory); Geology; Point (geometry); Data mining; Pattern recognition (psychology); Computer science; Artificial intelligence; Mathematics; Geotechnical engineering; Machine learning; Geometry","score_opus":0.05350944196509365,"score_gpt":0.27489029389061237,"score_spread":0.2213808519255187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199645533","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031370975,0.00086918863,0.9417467,0.008696927,0.0010047995,0.0007713632,0.0021039366,0.000321707,0.013114421],"genre_scores_gemma":[0.81791925,0.000023381277,0.14286622,0.02210363,0.0003124835,0.0000022795195,0.015388766,0.000011479242,0.0013724987],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989885,0.000036196387,0.0001418518,0.00042521127,0.0002308191,0.00017743975],"domain_scores_gemma":[0.9989973,0.00013031073,0.00010901959,0.00061379676,0.000093068506,0.00005652686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037318593,0.00011581437,0.00013583146,0.00007023394,0.00018974314,0.00011354836,0.00030936394,0.00012495654,0.00043815386],"category_scores_gemma":[0.0001624871,0.00009749768,0.000049378756,0.00017261112,0.000027122458,0.00028764806,0.000019580144,0.00016601346,0.00004205515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017996656,0.00035326043,0.0076975645,0.00024455102,0.000036924688,0.00001532035,0.00017165593,0.015490487,0.028953329,0.000020616668,0.8369867,0.109849595],"study_design_scores_gemma":[0.00022041825,0.000022687298,0.0051351865,0.00003583588,0.000020457524,0.0000112320895,0.000089573776,0.73717606,0.009589942,0.00009636947,0.24746671,0.00013554232],"about_ca_topic_score_codex":0.0003451928,"about_ca_topic_score_gemma":0.000005325114,"teacher_disagreement_score":0.79888046,"about_ca_system_score_codex":0.000007244995,"about_ca_system_score_gemma":0.00008571233,"threshold_uncertainty_score":0.47974774},"labels":[],"label_agreement":null},{"id":"W3199878857","doi":"10.2118/206127-ms","title":"Aplicability of an Innovative and Light Seismic Approach to Monitor SAGD Operations in Surmont: A Blind Test","year":2021,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Caprock; Dynamite; Oil field; Geophone; Geology; Petroleum engineering; Blind spot; Environmental science; Redundancy (engineering); Seismology; Computer science; Engineering; Artificial intelligence; Explosive material; Reliability engineering","score_opus":0.024008514444920387,"score_gpt":0.2605864702186191,"score_spread":0.2365779557736987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199878857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99144423,0.00007722236,0.0021031126,0.0017243652,0.000016913204,0.00023105204,0.00017333985,0.000055575372,0.0041741747],"genre_scores_gemma":[0.9932787,0.000062537285,0.0058216974,0.0006181585,0.00002453757,0.0000058517053,0.00015077677,0.000002300694,0.00003546259],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905896,0.000068032605,0.0002485326,0.00034333588,0.000129113,0.00015203071],"domain_scores_gemma":[0.9994107,0.000062100225,0.000029895467,0.00016349152,0.0002367505,0.000097044736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003017857,0.000104777275,0.0001881624,0.00011273145,0.00007282842,0.000053637723,0.000079370104,0.00009874982,0.000049910035],"category_scores_gemma":[0.00017596279,0.00009264505,0.000015552067,0.00049617275,0.0001312203,0.00036246172,0.000031847125,0.00017645578,0.0000040598293],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059211196,0.0021416866,0.1737781,0.00035244288,0.000032544896,0.00006210316,0.008646409,0.00058127486,0.09822275,0.0058932095,0.006302356,0.703395],"study_design_scores_gemma":[0.0015969559,0.0019589083,0.775891,0.00032836822,0.000028740964,0.0001410846,0.0075701633,0.07633023,0.11779199,0.0137999905,0.0036627438,0.0008998214],"about_ca_topic_score_codex":0.0017162104,"about_ca_topic_score_gemma":0.00035714192,"teacher_disagreement_score":0.70249516,"about_ca_system_score_codex":0.000005898113,"about_ca_system_score_gemma":0.000059253816,"threshold_uncertainty_score":0.37779558},"labels":[],"label_agreement":null},{"id":"W3199998165","doi":"10.1007/s12517-021-08154-4","title":"Experimental study of the visible seepage characteristics and aperture measurement of rock fractures","year":2021,"lang":"en","type":"article","venue":"Arabian Journal of Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Geology; Fracture (geology); Flow (mathematics); Surface finish; Geotechnical engineering; Aperture (computer memory); Materials science; Geometry; Acoustics; Mathematics; Composite material","score_opus":0.018413213252632236,"score_gpt":0.23533504199159735,"score_spread":0.21692182873896512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199998165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973964,0.0014681263,0.000055746248,0.00045606843,0.00028511602,0.00005357031,0.000007732152,0.000002897674,0.0002743304],"genre_scores_gemma":[0.99927264,0.00005410863,0.00024105991,0.0003732101,0.000027971595,8.574015e-8,3.874139e-7,0.0000010437057,0.00002949313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987513,0.00011199287,0.00030987457,0.00010310031,0.0006206037,0.000103174156],"domain_scores_gemma":[0.9992404,0.00006590302,0.00035354667,0.00011483457,0.00016989256,0.000055422075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058118213,0.000071676135,0.00018614421,0.000059835955,0.00012246345,0.000033354998,0.000272221,0.000021835127,0.00017772966],"category_scores_gemma":[0.0001781421,0.000040718325,0.000053529027,0.00019390864,0.00011577586,0.00018321497,0.000022741107,0.00011371138,6.0619465e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057176574,0.0004893978,0.9430388,0.000030411455,0.000052955693,0.000031606338,0.0057908804,0.00014353593,0.028331948,0.000008584541,0.0016085978,0.020416077],"study_design_scores_gemma":[0.0003534581,0.001249747,0.8584964,0.00013693426,0.000030795352,0.00012637749,0.015013076,0.0018966367,0.119857505,0.000113461996,0.0026216696,0.000103927785],"about_ca_topic_score_codex":0.00031088412,"about_ca_topic_score_gemma":0.000024775047,"teacher_disagreement_score":0.09152556,"about_ca_system_score_codex":0.0000035107082,"about_ca_system_score_gemma":0.00010983691,"threshold_uncertainty_score":0.1946015},"labels":[],"label_agreement":null},{"id":"W3200580614","doi":"10.21203/rs.3.rs-733095/v1","title":"Intraplate depth-dependent lithospheric stretching imaged by seismic reflection data","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Intraplate earthquake; Reflection (computer programming); Seismology; Geology; Lithosphere; Tectonics; Computer science","score_opus":0.08951321732678201,"score_gpt":0.3721080379983421,"score_spread":0.28259482067156005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200580614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93434167,0.019868637,0.006836895,0.0049798386,0.0023229297,0.001958252,0.0025561366,0.0012880209,0.025847608],"genre_scores_gemma":[0.9825714,0.0029601704,0.0025072265,0.00031157007,0.00027728573,0.000010515951,0.0100634275,0.00002454433,0.0012738073],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99429476,0.0014356539,0.000424047,0.0014117968,0.0015570837,0.0008766482],"domain_scores_gemma":[0.99700576,0.00039125793,0.0001448015,0.0018836828,0.00028711915,0.00028738574],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038332068,0.00035348223,0.00042233785,0.0002569996,0.00055776763,0.000980617,0.0017449654,0.0003967645,0.0019510251],"category_scores_gemma":[0.00044595593,0.00032212294,0.00011048705,0.0005679868,0.00019073876,0.0005889831,0.0010310076,0.0034248375,0.0002013398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013166935,0.000087699955,0.039345004,0.0009869586,0.00014832299,0.00030992148,0.0008123281,0.0015278888,0.000462307,0.0000029230212,0.2753176,0.6808674],"study_design_scores_gemma":[0.0007996938,0.0007492587,0.012380227,0.0021794776,0.00008849748,0.00012246378,0.004975011,0.8770122,0.019685976,0.0025744352,0.07784794,0.0015848157],"about_ca_topic_score_codex":0.05294784,"about_ca_topic_score_gemma":0.0006885724,"teacher_disagreement_score":0.8754843,"about_ca_system_score_codex":0.00008065317,"about_ca_system_score_gemma":0.0004895054,"threshold_uncertainty_score":0.9999231},"labels":[],"label_agreement":null},{"id":"W3201066616","doi":"10.1109/tgrs.2021.3110303","title":"Ground-Roll Attenuation Using a Dual-Filter-Bank Convolutional Neural Network","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China; Microseismic Industry Consortium","keywords":"Attenuation; Computer science; Filter (signal processing); Filter bank; Convolutional neural network; Noise (video); SIGNAL (programming language); Artificial intelligence; Kernel (algebra); Artificial neural network; Acoustics; Remote sensing; Algorithm; Computer vision; Geology; Optics; Physics; Mathematics; Image (mathematics)","score_opus":0.02817077829932421,"score_gpt":0.2358783425567036,"score_spread":0.20770756425737938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201066616","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43514186,0.00015022517,0.5620542,0.00086804846,0.0011810437,0.00007325801,0.0000152971,0.00009611958,0.00041990596],"genre_scores_gemma":[0.9447422,0.000097236225,0.05245059,0.002185106,0.0001308979,1.7023426e-8,0.000009991846,0.0000042785555,0.00037968133],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872696,0.00010107277,0.00018671293,0.00036694828,0.00028432385,0.0003339826],"domain_scores_gemma":[0.999495,0.00010455699,0.000060161485,0.00015038173,0.00008522694,0.00010463521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027206008,0.00013562682,0.00013685167,0.00010036441,0.0008717554,0.00013341744,0.00005407949,0.000068279965,0.00011684976],"category_scores_gemma":[0.000008605489,0.00012452401,0.00006563427,0.00046511058,0.0002419378,0.00033374195,0.0000011543602,0.0002127297,0.00001841508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024070545,0.000011479663,0.00009908716,0.000009457027,0.0000102575805,0.000057728466,0.00016610391,0.024570419,0.0018810679,0.000003822491,0.00016636979,0.9730001],"study_design_scores_gemma":[0.00015482887,0.00005050501,0.0029027574,0.000071683644,0.000021922044,0.00059209013,0.0001441269,0.9918144,0.0027589712,0.00071475666,0.00060220115,0.00017178056],"about_ca_topic_score_codex":0.005759061,"about_ca_topic_score_gemma":0.0002894257,"teacher_disagreement_score":0.9728283,"about_ca_system_score_codex":0.000014621161,"about_ca_system_score_gemma":0.000096685464,"threshold_uncertainty_score":0.87060153},"labels":[],"label_agreement":null},{"id":"W3201463835","doi":"10.1029/2021jb022343","title":"Exploration of Data Space Through Trans‐Dimensional Sampling: A Case Study of 4D Seismics","year":2021,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. John’s Health Sciences Centre; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Istituto Nazionale di Geofisica e Vulcanologia; Austrian Science Fund","keywords":"Markov chain Monte Carlo; Sampling (signal processing); Computer science; Data mining; Context (archaeology); Bayesian probability; Synthetic data; Noise (video); Algorithm; Posterior probability; Covariance matrix; Monte Carlo method; Covariance; Geology; Statistics; Mathematics; Artificial intelligence; Filter (signal processing); Computer vision","score_opus":0.26745728674883124,"score_gpt":0.41761394674668156,"score_spread":0.15015665999785033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201463835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939264,0.00021597857,0.004398487,0.0009647049,0.00010010011,0.00013164194,0.00007213152,0.000007493143,0.00018304773],"genre_scores_gemma":[0.98933816,0.0001456172,0.010145141,0.000091539645,0.00016366657,2.3098751e-7,0.000029685718,0.0000045663764,0.000081414386],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971696,0.00047556774,0.0005321266,0.00023041814,0.001316364,0.00027591904],"domain_scores_gemma":[0.99744767,0.0007237413,0.00024285425,0.00044691403,0.0009955586,0.00014327263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001494724,0.00010471167,0.00039298146,0.00015402264,0.00016703035,0.00005225373,0.00040619134,0.00005043618,0.00017623318],"category_scores_gemma":[0.00039777908,0.00008236286,0.00009362273,0.00059425953,0.00023723784,0.0011667276,0.000079705926,0.00059990236,0.0000070389374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058557983,0.01917214,0.052447513,0.0013652712,0.002362516,0.035846226,0.072189726,0.07440579,0.04539725,0.0014818605,0.05659857,0.63287735],"study_design_scores_gemma":[0.009312183,0.024811957,0.0221525,0.0014127595,0.00044698032,0.009193426,0.13418105,0.57015646,0.13549465,0.04496624,0.046583105,0.0012887162],"about_ca_topic_score_codex":0.007075964,"about_ca_topic_score_gemma":0.00018312527,"teacher_disagreement_score":0.63158864,"about_ca_system_score_codex":0.0000046426867,"about_ca_system_score_gemma":0.0005179501,"threshold_uncertainty_score":0.999536},"labels":[],"label_agreement":null},{"id":"W3202492300","doi":"","title":"Seismicity from a dense hydraulic fracturing stimulation monitoring array favors a fluid diffusion mechanism in a low-permeability shale formation in the Montney Basin, British Columbia","year":2018,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Geology; Oil shale; Shale gas; Induced seismicity; Permeability (electromagnetism); Petroleum engineering; Structural basin; Petrology; Seismology; Geomorphology; Paleontology","score_opus":0.012925992199714352,"score_gpt":0.21316337165957228,"score_spread":0.20023737945985792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202492300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972466,0.00005748813,0.00026859593,0.00021129216,0.00026676402,0.0003951115,0.000023609333,0.00013928169,0.001391236],"genre_scores_gemma":[0.9972804,0.000036086298,0.0014239997,0.00094997353,0.00020136352,0.0000061651253,0.000074495096,0.000008183184,0.000019303683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979211,0.0002585199,0.0005486746,0.00041985093,0.00042940077,0.00042244574],"domain_scores_gemma":[0.9989246,0.00043328723,0.00021156915,0.00027747895,0.00006909944,0.00008393585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013060056,0.00016376094,0.00022871986,0.00009939823,0.00035581816,0.000421547,0.00030929293,0.00015402261,0.000033913188],"category_scores_gemma":[0.0004827394,0.0001848961,0.00006134787,0.00026096727,0.00007501341,0.00071312976,0.000021852933,0.00037939183,0.000040625724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003990999,0.00007857597,0.96926975,0.000037211168,0.000004138299,0.00004921678,0.003929813,0.0033715633,0.0015422131,1.7160818e-7,0.0002603666,0.02141706],"study_design_scores_gemma":[0.00034965808,0.00007125077,0.894424,0.0006346819,0.000007908491,0.000019104269,0.0008501267,0.095115535,0.00656762,0.0015861101,0.00016460603,0.00020938848],"about_ca_topic_score_codex":0.850251,"about_ca_topic_score_gemma":0.25144604,"teacher_disagreement_score":0.598805,"about_ca_system_score_codex":0.00005555336,"about_ca_system_score_gemma":0.000029540044,"threshold_uncertainty_score":0.7622131},"labels":[],"label_agreement":null},{"id":"W3202698618","doi":"10.3997/2214-4609.202112949","title":"Transferring Elastic Low Frequency Extrapolation from Synthetic to Field Data","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Extrapolation; Synthetic data; Computer science; Bottleneck; Noise (video); Field (mathematics); Data modeling; Artificial neural network; Deep learning; Workflow; Artificial intelligence; Algorithm; Data mining; Mathematics","score_opus":0.027906950198180805,"score_gpt":0.23479941753798608,"score_spread":0.20689246733980526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202698618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5544731,0.00069766823,0.3573978,0.011136446,0.001400358,0.00021490351,0.000442012,0.0005519288,0.07368581],"genre_scores_gemma":[0.9791067,0.00004061176,0.016015401,0.0042286543,0.00006859767,2.847349e-7,0.00032626235,0.000002176397,0.0002112749],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999272,0.000033639677,0.00012394052,0.00029351434,0.00013294948,0.00014399212],"domain_scores_gemma":[0.99928105,0.00019906239,0.000010637352,0.0004072886,0.000020044736,0.000081921055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000094435665,0.000071532944,0.00008214124,0.00004533619,0.000070004695,0.00005609821,0.00026051488,0.000038348717,0.011131971],"category_scores_gemma":[0.00010970582,0.00006270798,0.00002080867,0.00014330112,0.000011394787,0.00023723247,0.000014533889,0.000082181716,0.00034460519],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021525975,0.00003283874,0.066087,0.000023530372,0.000029568708,0.000072016905,0.0004310356,0.00027759094,0.00528683,0.00013695982,0.03128364,0.8963175],"study_design_scores_gemma":[0.000523287,0.0002920064,0.06550122,0.00044336988,0.000101860525,0.000041655865,0.0009757908,0.6103881,0.22379142,0.012962614,0.08386142,0.0011172557],"about_ca_topic_score_codex":0.012608412,"about_ca_topic_score_gemma":0.000697271,"teacher_disagreement_score":0.8952002,"about_ca_system_score_codex":0.000002018402,"about_ca_system_score_gemma":0.00003677707,"threshold_uncertainty_score":0.9939667},"labels":[],"label_agreement":null},{"id":"W3202707901","doi":"10.1190/tle40100734.1","title":"Seismic facies discrimination incorporating relative rock physics","year":2021,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Petrophysics; Facies; Geology; Seismic inversion; Inversion (geology); Petrology; Structural basin; Seismology; Geometry; Paleontology; Geotechnical engineering; Mathematics","score_opus":0.03245156793166219,"score_gpt":0.243548745311817,"score_spread":0.21109717738015482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202707901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55621666,0.0015722046,0.24391545,0.016858784,0.0017767663,0.00033863608,0.000070202936,0.00086162664,0.17838965],"genre_scores_gemma":[0.9915544,0.00002207679,0.0010330979,0.0014140613,0.00013765792,6.4992383e-7,0.00006943516,0.0000032768874,0.005765372],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993732,0.00009576557,0.00010577053,0.00014654086,0.00013532823,0.00014338431],"domain_scores_gemma":[0.9995481,0.000155631,0.00007026635,0.00015208375,0.00004720412,0.000026756898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020558703,0.000082819584,0.00009100242,0.000022137447,0.00030971927,0.000069219124,0.00013567465,0.000030710762,0.00010015544],"category_scores_gemma":[0.000083046325,0.000057569196,0.00004169209,0.00020311227,0.000055879485,0.00031300558,0.000018010618,0.00017904378,0.00051904155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027593722,0.0000527205,0.09659899,0.00009828739,0.00009100636,0.000041871703,0.018099377,0.021575954,0.0027714465,0.009669681,0.16320077,0.68777233],"study_design_scores_gemma":[0.0002303914,0.00007722089,0.014330151,0.0001541915,0.00005505259,0.000053033982,0.0035966686,0.76193035,0.07530752,0.093041345,0.05079833,0.00042573502],"about_ca_topic_score_codex":0.00026918057,"about_ca_topic_score_gemma":0.000015911624,"teacher_disagreement_score":0.7403544,"about_ca_system_score_codex":0.000007924552,"about_ca_system_score_gemma":0.00003538847,"threshold_uncertainty_score":0.66714025},"labels":[],"label_agreement":null},{"id":"W3203770346","doi":"10.1190/tle40100751.1","title":"Characterization of a carbonate geothermal reservoir using rock-physics-guided deep neural networks","year":2021,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Petrophysics; Geothermal gradient; Geology; Artificial neural network; Reservoir modeling; Set (abstract data type); Seismic inversion; Geophysics; Seismology; Synthetic data; Artificial intelligence; Computer science; Petroleum engineering; Geotechnical engineering; Mathematics; Geometry","score_opus":0.03370573806017634,"score_gpt":0.2441071593257766,"score_spread":0.21040142126560024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203770346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841813,0.0001869297,0.012634482,0.00044103645,0.0003846016,0.00006778635,0.0000080623095,0.00007155214,0.0020242808],"genre_scores_gemma":[0.99809265,0.000020442343,0.000218844,0.0009997555,0.00023197122,3.2654538e-7,0.000066115426,0.0000054784664,0.00036443182],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992761,0.00011588746,0.00015297125,0.00013754195,0.00012280777,0.00019471812],"domain_scores_gemma":[0.9995584,0.000059782815,0.00009449235,0.00019838013,0.000057309826,0.000031656407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020020636,0.00008512988,0.00013044602,0.000026808599,0.0001392841,0.00003682021,0.00017413938,0.000039718634,0.0001443845],"category_scores_gemma":[0.000022397298,0.00006406246,0.000050873412,0.00023298028,0.000046634654,0.00015084329,0.000021082693,0.00013696376,0.000014733308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111085,0.00005673944,0.12966979,0.000111769536,0.000114487266,0.000067594556,0.0037333437,0.5675523,0.14004327,0.00023416504,0.0026953775,0.15561004],"study_design_scores_gemma":[0.00007402958,0.000012243449,0.005069001,0.000023573673,0.00001408423,0.000019056573,0.00004007827,0.97566384,0.018008897,0.00015649002,0.00083725294,0.000081480706],"about_ca_topic_score_codex":0.0007272709,"about_ca_topic_score_gemma":0.000013873264,"teacher_disagreement_score":0.40811148,"about_ca_system_score_codex":0.00000537292,"about_ca_system_score_gemma":0.00002153333,"threshold_uncertainty_score":0.2612391},"labels":[],"label_agreement":null},{"id":"W3204642548","doi":"10.1016/j.dsr.2021.103631","title":"Progress and prospects of seismic oceanography","year":2021,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Seafloor spreading; Internal tide; Thermohaline circulation; Mesoscale meteorology; Seismology; Physical oceanography; Internal wave; Oceanography; Geophysics; Inversion (geology); Tectonics","score_opus":0.05032002338566981,"score_gpt":0.3254076150640901,"score_spread":0.2750875916784203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204642548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93188566,0.014713359,0.000016589613,0.003427906,0.00019053766,0.0010572856,0.00010031205,0.00022858595,0.04837975],"genre_scores_gemma":[0.9914889,0.0065204147,0.0007843748,0.00027503382,0.000118985634,0.000019214966,0.00014747157,0.000020041625,0.000625571],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915559,0.002043634,0.00049765065,0.0009776871,0.003168751,0.0017563718],"domain_scores_gemma":[0.9956002,0.0011620857,0.00008827032,0.0008487609,0.0016088304,0.0006918364],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007253997,0.00027256852,0.00042724152,0.0019426706,0.0010408246,0.00029844997,0.0007344787,0.00017378104,0.0010327981],"category_scores_gemma":[0.0006666011,0.00023664995,0.00020477176,0.0057413587,0.004372148,0.00039643177,0.0002101069,0.0015383065,0.000054314773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013383661,0.00014560792,0.87807107,0.00033911353,0.000116966694,0.00027263328,0.0005330317,0.000014895456,0.000223218,0.00061068946,0.020825401,0.09871353],"study_design_scores_gemma":[0.0024373233,0.0024545644,0.34891117,0.0010812046,0.00004810781,0.00031582042,0.0124482885,0.038698167,0.02684006,0.017140703,0.5482061,0.001418512],"about_ca_topic_score_codex":0.0005909572,"about_ca_topic_score_gemma":0.00015905808,"teacher_disagreement_score":0.5291599,"about_ca_system_score_codex":0.000014623953,"about_ca_system_score_gemma":0.00041590692,"threshold_uncertainty_score":0.9998804},"labels":[],"label_agreement":null},{"id":"W3204649112","doi":"10.3997/2214-4609.202113189","title":"Case Study: The use of miniaturized seismic sources for reduced environmental impact","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Environmental science; Explosive material; Environmental impact assessment; Petroleum engineering; Oil field; Oil sands; Geology; Fossil fuel; Logging; Waste management; Engineering; Asphalt; Materials science","score_opus":0.05221378200748888,"score_gpt":0.25792129153276366,"score_spread":0.20570750952527478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204649112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99888945,0.0000978546,0.00014224512,0.0003055235,0.000079312,0.0002600331,0.00009891893,0.000034299006,0.00009234956],"genre_scores_gemma":[0.99569684,0.000015726151,0.0023074048,0.0009016753,0.000025492905,0.0000016952388,0.000044615925,0.0000026394043,0.0010039033],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993441,0.00008798382,0.00015048246,0.00015870277,0.00011695434,0.00014174811],"domain_scores_gemma":[0.9993767,0.0002993309,0.00005714389,0.00021025137,0.000012455706,0.00004411127],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016604358,0.000086345564,0.00012260539,0.00003081521,0.00013715008,0.000046278034,0.00009233772,0.000026561225,0.0011082644],"category_scores_gemma":[0.00003660532,0.000049274186,0.00009995003,0.00007062484,0.00007041753,0.00012548143,0.000012631777,0.000059942442,0.00000981639],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005423565,0.00080800685,0.4912236,0.000041692543,0.00068110146,0.002018306,0.012640082,0.002996379,0.013684862,0.000005658937,0.18575189,0.28960606],"study_design_scores_gemma":[0.0047107646,0.0028523263,0.10447614,0.00003747011,0.00047861086,0.0102195125,0.07344112,0.4109619,0.23915361,0.00042462474,0.15207858,0.0011653536],"about_ca_topic_score_codex":0.008432068,"about_ca_topic_score_gemma":0.000063153704,"teacher_disagreement_score":0.4079655,"about_ca_system_score_codex":0.0000032561543,"about_ca_system_score_gemma":0.00003477988,"threshold_uncertainty_score":0.99980485},"labels":[],"label_agreement":null},{"id":"W3205210165","doi":"","title":"Bench Scale Stability Analysis Using Discrete Fracture Networks","year":2020,"lang":"en","type":"article","venue":"54th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Scale (ratio); Fracture (geology); Stability (learning theory); Computer science; Mathematics; Geology; Geotechnical engineering; Geography; Cartography; Machine learning","score_opus":0.015681638549228293,"score_gpt":0.2160325179697648,"score_spread":0.2003508794205365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205210165","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0099262595,0.0005480966,0.9832688,0.0034368725,0.00073941256,0.0005423382,0.00027861272,0.00066422473,0.0005953681],"genre_scores_gemma":[0.98728746,0.00026138523,0.0025358081,0.008922951,0.00036105933,0.0000044786857,0.0005533877,0.000032929634,0.000040522627],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.995907,0.00026338056,0.0007528929,0.0012604689,0.00078301696,0.0010332114],"domain_scores_gemma":[0.99770397,0.00013322227,0.00039092576,0.00083346834,0.0002106824,0.00072771974],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007276567,0.000605333,0.00085689005,0.00029227193,0.0006571799,0.00023489828,0.0009628321,0.000437178,0.0034968788],"category_scores_gemma":[0.00006994014,0.00055671675,0.00054779183,0.002238843,0.000017636034,0.0005935547,0.00017238107,0.00083035993,0.00013356439],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019078559,0.0000714075,0.0040067295,0.0001016491,0.00054175145,0.00003377949,0.0011524014,0.98407775,0.0038433068,0.00032560693,0.0042866566,0.0013681465],"study_design_scores_gemma":[0.00028613766,0.00026179693,0.000034657158,0.000022498047,0.0006340257,0.000011012683,0.0005556738,0.9818005,0.008952231,0.002105272,0.0046495646,0.000686611],"about_ca_topic_score_codex":0.0021047047,"about_ca_topic_score_gemma":0.00014380075,"teacher_disagreement_score":0.980733,"about_ca_system_score_codex":0.00005504983,"about_ca_system_score_gemma":0.00013202944,"threshold_uncertainty_score":0.99968845},"labels":[],"label_agreement":null},{"id":"W3205903656","doi":"","title":"Crustal velocity variation and constraint on material properties of the Charlevoix seismic zone, eastern Canada","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Variation (astronomy); Constraint (computer-aided design); Seismic velocity; Geodesy; Geometry; Mathematics","score_opus":0.017135217540659886,"score_gpt":0.17967438153670803,"score_spread":0.16253916399604815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205903656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99358755,0.000032288004,0.0000097519205,0.0039228373,0.00025828904,0.00011685566,0.000062086074,0.00003993713,0.0019704173],"genre_scores_gemma":[0.9959158,0.0000061162405,0.00013452426,0.0038247837,0.000076849064,4.4231714e-7,0.000008694933,0.0000029650676,0.000029842226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991977,0.00005471102,0.00020334322,0.00016504007,0.00022733565,0.00015182424],"domain_scores_gemma":[0.99960655,0.000041335097,0.00014401399,0.000084128864,0.00003316438,0.0000907833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017039971,0.00009967218,0.00011547496,0.000014585702,0.000115357136,0.000039859235,0.00013405795,0.00003973001,0.00001389123],"category_scores_gemma":[0.0001850864,0.000067773624,0.000020017053,0.000050481856,0.00009097365,0.000072151306,0.000016857535,0.00012391969,0.0000061613337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009387444,0.000112990456,0.7106126,0.0011652426,0.00020203208,0.000096082425,0.017046312,0.039819237,0.029099908,0.000059961465,0.033737183,0.16710973],"study_design_scores_gemma":[0.0006018756,0.00026406895,0.7100415,0.0005923752,0.000044313132,0.0000314238,0.0015692466,0.15884653,0.11869298,0.00007170848,0.008734209,0.00050973037],"about_ca_topic_score_codex":0.89481723,"about_ca_topic_score_gemma":0.07631708,"teacher_disagreement_score":0.81850016,"about_ca_system_score_codex":0.000007193603,"about_ca_system_score_gemma":0.0002013147,"threshold_uncertainty_score":0.94053775},"labels":[],"label_agreement":null},{"id":"W3207285026","doi":"10.5281/zenodo.3905404","title":"OrientPy: Seismic station orientation tools","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geology; Orientation (vector space); Geodesy; Seismology; Geometry; Mathematics","score_opus":0.0451042364307071,"score_gpt":0.2310648384520178,"score_spread":0.1859606020213107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207285026","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32947233,0.00024053217,0.18578967,0.022490785,0.00071850757,0.0015882032,0.0020613482,0.0071392804,0.45049936],"genre_scores_gemma":[0.9901934,0.000048725768,0.00083467975,0.003245651,0.000128482,6.597009e-9,0.0052216244,0.00014627201,0.00018112904],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988443,0.00017457831,0.00017187693,0.00029655203,0.00029196328,0.00022067576],"domain_scores_gemma":[0.9993659,0.000022950904,0.00007566402,0.00015510326,0.00021124892,0.00016911804],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029889634,0.00009142219,0.00008547922,0.00009371035,0.0010856892,0.0005468747,0.00042705156,0.000035369667,0.020185208],"category_scores_gemma":[0.00038320615,0.00009224733,0.00003083177,0.00044907499,0.000080705686,0.00053891767,0.000082222105,0.000156131,0.009856608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057482535,0.000016274445,0.00008319812,0.000025805126,0.000010596105,0.0000064021965,0.0017114726,0.00050066196,0.0004928934,0.00039809884,0.3682937,0.6284034],"study_design_scores_gemma":[0.00025251487,0.00022340259,0.0013133277,0.000008450977,0.0000066512403,0.000017672404,0.0006201233,0.03191239,0.0010781584,0.00024714743,0.96419847,0.00012171082],"about_ca_topic_score_codex":0.0001375619,"about_ca_topic_score_gemma":1.5894477e-7,"teacher_disagreement_score":0.6607211,"about_ca_system_score_codex":0.000017554174,"about_ca_system_score_gemma":0.0000035305975,"threshold_uncertainty_score":0.99091434},"labels":[],"label_agreement":null},{"id":"W3207410074","doi":"","title":"Exploring Seismic Anisotropy of the Eastern Canadian Shield and its Margins: Evidence From Shear Wave Splitting and Surface Wave Tomography","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Shear wave splitting; Seismology; Seismic tomography; Shield; Seismic anisotropy; Anisotropy; Shear (geology); Tomography; Surface wave; Geophysics; Seismic wave; Optics; Physics; Petrology","score_opus":0.07635586441430503,"score_gpt":0.21383022386542566,"score_spread":0.13747435945112063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207410074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99332595,0.0019327239,0.000008550881,0.0031734107,0.00014189091,0.00014843649,0.000043766242,0.000059161008,0.0011660897],"genre_scores_gemma":[0.99604607,0.00048349058,0.0017810467,0.0015887575,0.0000739541,5.7809575e-7,0.000006483948,0.000007191968,0.000012448364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987261,0.00008202916,0.00027882162,0.00035658074,0.00022989053,0.00032655968],"domain_scores_gemma":[0.99899256,0.00037323363,0.00014803781,0.00015356291,0.000037172973,0.0002954432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035852002,0.00016669961,0.00019373784,0.000053942276,0.00024115999,0.0000863486,0.00017581067,0.00006308081,0.000010812225],"category_scores_gemma":[0.00032792267,0.00013435655,0.00004810578,0.00018672654,0.000085489824,0.00042407482,0.000042424086,0.00026449838,0.0000105750805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022267259,0.0000033597878,0.982382,0.00008512022,0.000023353889,0.000034808192,0.004404564,0.0014517383,0.000653621,0.0000030217739,0.00019808685,0.010738032],"study_design_scores_gemma":[0.00021868238,0.00012367436,0.75227624,0.0013129148,0.000048027858,0.000018686429,0.0034676117,0.22675885,0.014073532,0.00011750517,0.0012037402,0.00038055275],"about_ca_topic_score_codex":0.735086,"about_ca_topic_score_gemma":0.03458694,"teacher_disagreement_score":0.70049906,"about_ca_system_score_codex":0.000005919406,"about_ca_system_score_gemma":0.000053704887,"threshold_uncertainty_score":0.9830293},"labels":[],"label_agreement":null},{"id":"W3208143353","doi":"10.1190/geo2020-0829.1","title":"Predicting the azimuth of natural fractures and in situ horizontal stress: A case study from the Sichuan Basin, China","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Azimuth; Geology; Microseism; Seismology; Anisotropy; Borehole; Geodesy; Geotechnical engineering; Geometry; Optics","score_opus":0.006501111465329089,"score_gpt":0.21452854140544644,"score_spread":0.20802742994011736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208143353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998134,0.0007824687,0.0000061003952,0.00036946437,0.00018630199,0.00012151061,0.00008678471,0.000022153998,0.0002911835],"genre_scores_gemma":[0.9992667,0.000022107357,0.00006664721,0.00046402132,0.00012612088,6.8745265e-7,0.000039262264,0.0000022027966,0.0000122572965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929523,0.00013169833,0.00012216557,0.00016643477,0.00015983607,0.00012460096],"domain_scores_gemma":[0.99939346,0.0003008923,0.0000610844,0.00019966115,0.000023335124,0.000021555468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014526202,0.00008821581,0.000117185475,0.000013060838,0.00016737879,0.0000518143,0.00012987883,0.000022489123,0.000031890115],"category_scores_gemma":[0.000047544316,0.0000483201,0.000031000272,0.00014927836,0.00008159354,0.00011612657,0.000035223828,0.00025516766,0.0000019438146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021325579,0.00005610323,0.9287462,0.0000060675075,0.0000304526,0.00038721302,0.012488022,0.000051655807,0.00012674058,0.000004022894,0.00060206774,0.057480123],"study_design_scores_gemma":[0.00023744168,0.00008680589,0.9541045,0.000032661355,0.000030126286,0.00006662511,0.03614406,0.0055967225,0.0026408646,0.0008181587,0.00015061589,0.000091443646],"about_ca_topic_score_codex":0.09187944,"about_ca_topic_score_gemma":0.007730963,"teacher_disagreement_score":0.084148474,"about_ca_system_score_codex":0.0000020101872,"about_ca_system_score_gemma":0.000031717784,"threshold_uncertainty_score":0.9141678},"labels":[],"label_agreement":null},{"id":"W3208733082","doi":"10.5281/zenodo.1574665","title":"Tractography Challenge ISMRM 2015 Code of the Scoring System v1.0.2","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Tractography; Computer science; Code (set theory); Medicine; Programming language; Diffusion MRI; Magnetic resonance imaging; Radiology; Set (abstract data type)","score_opus":0.03462150517475955,"score_gpt":0.22765356121699762,"score_spread":0.19303205604223805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208733082","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16851592,0.00056512345,0.0031354625,0.0034091936,0.0009128669,0.00075988466,0.0006589884,0.0020068255,0.82003576],"genre_scores_gemma":[0.99910843,0.00004900368,0.00017434702,0.00014677458,0.00012322607,3.8119796e-9,0.00010509495,0.00010540282,0.00018768411],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988953,0.00020156548,0.0001723551,0.00021362968,0.00029896077,0.00021819967],"domain_scores_gemma":[0.9991778,0.000017444392,0.000101857986,0.00035133955,0.0002716393,0.00007989115],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00056576385,0.00008337911,0.00009710814,0.0001378679,0.0012267232,0.00015255419,0.0008312852,0.00003948586,0.0050499225],"category_scores_gemma":[0.00010117726,0.00006374736,0.000053834625,0.000424511,0.00029991945,0.00016596573,0.00014830512,0.00015185961,0.0022785654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096898504,0.00009244772,0.0008725582,0.00022312542,0.00006580591,0.000006879387,0.003168098,0.00004289305,0.0013916224,0.0027418986,0.58235776,0.40894002],"study_design_scores_gemma":[0.00016416793,0.00023492413,0.0053623295,0.0000870814,0.000009704039,0.00004403628,0.00073358824,0.0032373618,0.0027152598,0.00011490257,0.9871897,0.000106952684],"about_ca_topic_score_codex":0.00028901358,"about_ca_topic_score_gemma":0.000001788395,"teacher_disagreement_score":0.8305926,"about_ca_system_score_codex":0.000012320673,"about_ca_system_score_gemma":0.000002967278,"threshold_uncertainty_score":0.99849826},"labels":[],"label_agreement":null},{"id":"W3208783343","doi":"10.3968/11574","title":"Reprocessing of Regional 2D Marine Seismic Data of Part of Taranaki Basin, New Zealand Using Latest Processing Techniques","year":2020,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Structural basin; Reflection (computer programming); Deconvolution; Data processing; Noise (video); Filter (signal processing); Engineering; Geomorphology; Computer science; Image (mathematics)","score_opus":0.065662267707299,"score_gpt":0.2778295005145594,"score_spread":0.2121672328072604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208783343","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35421926,0.019968836,0.6062426,0.013563232,0.00040031062,0.00096505554,0.00015352223,0.00045843207,0.0040287604],"genre_scores_gemma":[0.87659836,0.0017471277,0.12074565,0.0006203323,0.000034522935,9.295646e-7,0.00021820076,0.0000048980723,0.00002996942],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988385,0.00002994364,0.0005122409,0.00027448736,0.00022659374,0.00011824334],"domain_scores_gemma":[0.9993487,0.0000438619,0.00034470786,0.00013784712,0.00006582052,0.000059062382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027412138,0.00011044484,0.0002512273,0.00012358844,0.000046764315,0.000013920688,0.00018068758,0.000037399255,0.000039278282],"category_scores_gemma":[0.00006204829,0.00009909475,0.000012200534,0.00023939786,0.00010188392,0.0011096731,0.000051584255,0.00007768631,5.768967e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015005204,0.000027769789,0.1746648,0.00030469982,0.00000871739,0.000002516412,0.0016587446,0.004590325,0.0003177547,0.0000071564345,0.0012382106,0.81702924],"study_design_scores_gemma":[0.0009482177,0.00026091005,0.0062936745,0.0011678321,0.000025259025,0.000017122351,0.0020904404,0.57430595,0.083938956,0.0020617999,0.3284098,0.00048006233],"about_ca_topic_score_codex":0.0004997288,"about_ca_topic_score_gemma":0.000057754856,"teacher_disagreement_score":0.8165492,"about_ca_system_score_codex":0.000005582065,"about_ca_system_score_gemma":0.00023506401,"threshold_uncertainty_score":0.40409666},"labels":[],"label_agreement":null},{"id":"W3209456862","doi":"10.5281/zenodo.810130","title":"Tractography Challenge ISMRM 2015 Code of the Scoring System v1.0.1","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Tractography; Computer science; Code (set theory); Artificial intelligence; Programming language; Medicine; Diffusion MRI; Radiology","score_opus":0.04391501155118043,"score_gpt":0.23880956110917317,"score_spread":0.19489454955799274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209456862","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1424925,0.0005292353,0.0012464914,0.0052307416,0.000797955,0.0006965481,0.00070932833,0.0012666169,0.8470306],"genre_scores_gemma":[0.9992308,0.000084923195,0.000113428745,0.00007711579,0.000068068184,4.257058e-9,0.000089678586,0.0000990712,0.00023688507],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898314,0.00014984845,0.00015888712,0.00020839644,0.00029392683,0.00020581431],"domain_scores_gemma":[0.9989161,0.000014873464,0.00017921449,0.00063040876,0.00017929726,0.00008012507],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058735744,0.000083359366,0.00010510249,0.000100715435,0.002756639,0.00040331276,0.0014669775,0.000039742114,0.0026342568],"category_scores_gemma":[0.00018225503,0.000064007145,0.000062703926,0.00012950593,0.00025847004,0.00026886095,0.00023718167,0.00017576863,0.0011456952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008804742,0.000099996585,0.002745669,0.00033335193,0.00008027172,0.000016280668,0.0020149571,0.00010071976,0.0010058811,0.0035494831,0.38221562,0.6077497],"study_design_scores_gemma":[0.00022841028,0.00012298944,0.02704438,0.00012096944,0.000012175025,0.000042578264,0.0005545797,0.0031692567,0.0015480267,0.00015125818,0.9668789,0.00012650633],"about_ca_topic_score_codex":0.0005203774,"about_ca_topic_score_gemma":0.0000020223304,"teacher_disagreement_score":0.8567383,"about_ca_system_score_codex":0.000010930447,"about_ca_system_score_gemma":0.0000027906026,"threshold_uncertainty_score":0.999632},"labels":[],"label_agreement":null},{"id":"W3209972269","doi":"10.3389/fmars.2021.751385","title":"Temporal Variability of Thermohaline Fine-Structure Associated With the Subtropical Front Off the Southeast Coast of New Zealand in High-Frequency Short-Streamer Multi-Channel Seismic Data","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Marsden Fund; New Zealand Government; Ministry of Business, Innovation and Employment; Royal Society Te Apārangi; Royal Society; University of Otago","keywords":"Geology; Hydrophone; Bathythermograph; Seismology; Seafloor spreading; Oceanography; Water mass; Remote sensing","score_opus":0.01585811154847882,"score_gpt":0.22079998899812875,"score_spread":0.20494187744964992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209972269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934108,0.00009640939,0.0033895778,0.0020695515,0.00029386886,0.00021087729,0.00040263313,0.000018859284,0.0001074081],"genre_scores_gemma":[0.9846615,0.000018853916,0.014632418,0.0002071905,0.000024508498,6.7158965e-7,0.0002446002,0.000003836854,0.000206393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812955,0.00024475282,0.0003527838,0.00046594918,0.00048020083,0.00032677304],"domain_scores_gemma":[0.9987186,0.00012700968,0.00015908797,0.00081097626,0.00011296432,0.00007132771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013392211,0.00015830656,0.0003138858,0.00010647797,0.00010145922,0.00003405138,0.0012666968,0.000064060376,0.000146254],"category_scores_gemma":[0.00046834646,0.00008509268,0.000030874828,0.00087033573,0.0011250396,0.00024964774,0.00022405552,0.00034313672,5.602657e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038809812,0.000041283452,0.979356,0.0000055331448,0.000010234648,0.000007151591,0.00043178946,0.0010520078,0.00007096046,0.0000034246946,0.0026470209,0.016335772],"study_design_scores_gemma":[0.0004693432,0.000057284164,0.87543106,0.000042847663,0.000017464705,0.0000072864846,0.001067229,0.120328575,0.0006217582,0.001678698,0.0001491218,0.00012934138],"about_ca_topic_score_codex":0.027488712,"about_ca_topic_score_gemma":0.009727885,"teacher_disagreement_score":0.11927657,"about_ca_system_score_codex":0.000020740896,"about_ca_system_score_gemma":0.0005158604,"threshold_uncertainty_score":0.97898734},"labels":[],"label_agreement":null},{"id":"W3210881501","doi":"10.1190/int-2021-0037.1","title":"Visualizing hydrocarbon migration pathways associated with the Ringhorne oil field, Norway: An integrated approach","year":2021,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Doug Bragg Enterprises (Canada)","funders":"","keywords":"Geology; Anticline; Petrology; Graben; Steam injection; Oil shale; Source rock; Petroleum engineering; Seismology; Paleontology; Tectonics; Structural basin","score_opus":0.013449971305512681,"score_gpt":0.21905524891887052,"score_spread":0.20560527761335784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210881501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9393882,0.00016218086,0.040314145,0.0008667022,0.00014385379,0.00006576443,0.000013709617,0.00020777855,0.018837677],"genre_scores_gemma":[0.99563694,0.000016687532,0.0011280266,0.002267899,0.00003127482,0.0000034159502,0.00060394686,0.0000047744156,0.0003070194],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990775,0.00020788325,0.00014302359,0.00022633023,0.00019787179,0.0001474155],"domain_scores_gemma":[0.99945366,0.00014237734,0.000093116185,0.00015680256,0.00011304244,0.000040995554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002754356,0.00011004579,0.000103131184,0.00005328659,0.00014566602,0.0001383056,0.00012721978,0.000065298715,0.00015868276],"category_scores_gemma":[0.00013089529,0.0000717845,0.000035460085,0.0002687263,0.000038916187,0.0003293552,0.0000063449306,0.00017885987,0.000019692065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022405373,0.00013650775,0.027853372,0.000032715943,0.00011350669,0.000030616215,0.013600821,0.0044087665,0.0032620204,0.00016631126,0.00526406,0.94490725],"study_design_scores_gemma":[0.00016300463,0.00024064221,0.005634381,0.00009761613,0.000028430157,0.000016256668,0.002727942,0.9747531,0.014067041,0.00017921273,0.0019257097,0.00016669872],"about_ca_topic_score_codex":0.0020198564,"about_ca_topic_score_gemma":0.0010980387,"teacher_disagreement_score":0.9703443,"about_ca_system_score_codex":0.000013020385,"about_ca_system_score_gemma":0.00005502629,"threshold_uncertainty_score":0.3053432},"labels":[],"label_agreement":null},{"id":"W3212190693","doi":"10.1007/s10040-021-02351-x","title":"Correction: Hydraulic tomography analysis of municipal-well operation data with geology-based groundwater models","year":2021,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Hydrogeology; Groundwater; Geology; Groundwater model; Tomography; Hydrology (agriculture); Geotechnical engineering; Groundwater flow; Aquifer; Medicine; Radiology","score_opus":0.024300513401060916,"score_gpt":0.23383363739447882,"score_spread":0.2095331239934179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212190693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93476474,0.0012054638,0.053363323,0.0021003732,0.00071485544,0.000077503835,0.000029126246,0.00007583194,0.0076687993],"genre_scores_gemma":[0.99323654,0.00012730788,0.003132485,0.002396397,0.00004930082,4.5014485e-7,0.0008224643,0.0000033345655,0.00023168966],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866813,0.00025891527,0.00031296734,0.00029866694,0.0002094664,0.00025185698],"domain_scores_gemma":[0.9989769,0.0001087775,0.00017357036,0.0005042677,0.00014218157,0.00009432265],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004960225,0.00012781764,0.0003171141,0.00049623527,0.00022084409,0.000042590564,0.00038412056,0.00010218013,0.0037962683],"category_scores_gemma":[0.000017975817,0.00009621647,0.00010894175,0.0007746536,0.00025394114,0.00042194957,0.00003092024,0.0003142215,0.000019669178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010767724,0.00007859868,0.5181547,0.000005777319,0.0007925975,0.00016951193,0.00020368364,0.46692944,0.000036011763,0.000019246912,0.008940317,0.004562486],"study_design_scores_gemma":[0.00030550236,0.00019209019,0.009325496,0.000012822494,0.00046876835,0.00058743334,0.00015695594,0.981789,0.0014560426,0.0003836646,0.0051975087,0.0001247124],"about_ca_topic_score_codex":0.0026295339,"about_ca_topic_score_gemma":0.0013725554,"teacher_disagreement_score":0.51485956,"about_ca_system_score_codex":0.0000046944238,"about_ca_system_score_gemma":0.00012565588,"threshold_uncertainty_score":0.9971144},"labels":[],"label_agreement":null},{"id":"W3213237859","doi":"10.1190/segam2021-3583581.1","title":"Null-space shuttles for targeted uncertainty analysis in full-waveform inversion","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Waveform; Computer science; Null (SQL); Algorithm; Data mining; Geology; Telecommunications; Seismology","score_opus":0.013688157889167558,"score_gpt":0.22518162736454161,"score_spread":0.21149346947537406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213237859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94387895,0.0006207437,0.014960141,0.0075145885,0.0003774612,0.00032553653,0.00013203181,0.0003311153,0.031859405],"genre_scores_gemma":[0.9834286,0.00010691093,0.010882051,0.0024385983,0.000030970925,0.0000016657866,0.00072813523,0.0000025883594,0.002380485],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906296,0.00004413912,0.00018012633,0.0002874206,0.00016172558,0.00026361074],"domain_scores_gemma":[0.9994776,0.0001312433,0.000045021363,0.00018891507,0.00007566533,0.000081556645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002704803,0.00010980562,0.00020684498,0.00026645357,0.00009713333,0.000044137516,0.00012979584,0.00007098772,0.0045080436],"category_scores_gemma":[0.000080167956,0.00008829152,0.00014675189,0.0009843578,0.00004395992,0.00016167462,0.000013579455,0.00008910512,0.000078336816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031077123,0.00012342179,0.5719493,0.00009623686,0.00042739656,0.00007801844,0.0009883393,0.025929114,0.0020102812,0.00085672084,0.19543013,0.20180027],"study_design_scores_gemma":[0.0004955847,0.00010529885,0.026959876,0.000017705695,0.0001060993,0.0000048423785,0.001980709,0.8745162,0.016255647,0.0020889582,0.077161625,0.0003074695],"about_ca_topic_score_codex":0.010352758,"about_ca_topic_score_gemma":0.0050395397,"teacher_disagreement_score":0.8485871,"about_ca_system_score_codex":0.000014277862,"about_ca_system_score_gemma":0.00006738108,"threshold_uncertainty_score":0.99640197},"labels":[],"label_agreement":null},{"id":"W3213275702","doi":"10.1190/segam2021-3583720.1","title":"A first-order qP-wave propagator in 2D VTI media","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Propagator; Order (exchange); Physics; Computer science; Mathematical physics; Business","score_opus":0.02092654593548779,"score_gpt":0.20285518737055072,"score_spread":0.18192864143506293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213275702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5183628,0.00231085,0.0034712092,0.0315485,0.0016118891,0.00044815894,0.00006586926,0.00085147267,0.44132924],"genre_scores_gemma":[0.96713233,0.00016514689,0.018032365,0.010564627,0.000083630555,0.0000015571245,0.000075836564,0.0000037622676,0.0039407304],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992652,0.000036824174,0.0001332267,0.00020250904,0.00015874006,0.0002034913],"domain_scores_gemma":[0.99959916,0.000092097674,0.000020216145,0.00014673074,0.000044248194,0.00009755554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001554734,0.0000794882,0.00010611321,0.00006795272,0.000051579293,0.000036430178,0.00007982447,0.000046169087,0.011388431],"category_scores_gemma":[0.0002148405,0.00006201694,0.000027660342,0.0003169316,0.000043932698,0.00013427394,0.000012206462,0.00011403219,0.00037514625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042326352,0.00010762501,0.41067144,0.00007437715,0.000022007134,0.000901824,0.0018441586,0.00020198463,0.00017102886,0.00061916764,0.37617075,0.2091733],"study_design_scores_gemma":[0.0007922971,0.000097535114,0.118936434,0.00011913725,0.0000123804175,0.00015804409,0.0019256076,0.15780853,0.019905109,0.006243382,0.6933874,0.0006141588],"about_ca_topic_score_codex":0.0040588016,"about_ca_topic_score_gemma":0.0016977255,"teacher_disagreement_score":0.44876954,"about_ca_system_score_codex":0.0000037678985,"about_ca_system_score_gemma":0.00011135233,"threshold_uncertainty_score":0.9895153},"labels":[],"label_agreement":null},{"id":"W3213550874","doi":"10.1190/geo2021-0571.1","title":"Comments on: “Imaging the Aquistore reservoir after 36 kilotonnes of CO2 injection using distributed acoustic sensing” (K. Harris, D. J. White, and C. Samson, 2017, G <scp>eophysics</scp> , 82, no. 6, M81–M96) and “Initial 4D seismic results after CO2 injection start-up at the Aquistore storage site” (L. A. N. Roach, D. J. White, B. Roberts, and D. Angus, 2017, G <scp>eophysics</scp> , 82, no. 3, B95–B107)","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BHP (Canada)","funders":"","keywords":"Amplitude; Anomaly (physics); Volume (thermodynamics); Geology; Point (geometry); Seismology; Window (computing); Square root; Multiple; Significant difference; Geodesy; Geophysics; Mathematics; Mineralogy; Statistics; Computer science; Physics; Geometry; Optics; Arithmetic; Thermodynamics","score_opus":0.012216243922133257,"score_gpt":0.2200172358029057,"score_spread":0.20780099188077245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213550874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895054,0.0020447238,0.001099368,0.0004210441,0.0018016986,0.0007419217,0.0034750071,0.00018727098,0.0007235333],"genre_scores_gemma":[0.99067485,0.00039201288,0.00044507982,0.0026457575,0.0010448489,0.000015519405,0.0022338887,0.0000668496,0.0024811903],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9956212,0.0004999008,0.0007789577,0.0012499312,0.00089896,0.00095103093],"domain_scores_gemma":[0.9961669,0.0009251507,0.00071737857,0.0010759555,0.0008080418,0.0003065893],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006559173,0.00083513226,0.0007802894,0.00019077751,0.0015632712,0.000568726,0.0003435944,0.00026726202,0.000030775624],"category_scores_gemma":[0.0004748736,0.000672345,0.00021005655,0.0007377513,0.0010921487,0.0009684804,0.00037346635,0.00092897454,0.00006265048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017532568,0.00055714237,0.12248474,0.0010059433,0.00059766276,0.00047888394,0.016811233,0.015916152,0.0044266516,0.000011679168,0.82593423,0.010022434],"study_design_scores_gemma":[0.006436396,0.0021807193,0.32696906,0.0019589607,0.0014575546,0.0008120697,0.010276253,0.4906275,0.0067640278,0.0020560662,0.14880095,0.0016604334],"about_ca_topic_score_codex":0.0049316096,"about_ca_topic_score_gemma":0.00056992745,"teacher_disagreement_score":0.67713326,"about_ca_system_score_codex":0.00014133895,"about_ca_system_score_gemma":0.00020111435,"threshold_uncertainty_score":0.99973655},"labels":[],"label_agreement":null},{"id":"W3214969786","doi":"10.1016/j.cageo.2021.105008","title":"Predictive digital rock physics without segmentation","year":2021,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Voxel; Attenuation; Segmentation; Petrophysics; Porosity; Calibration; Geology; Mineralogy; Computer science; Physics; Artificial intelligence; Mathematics; Optics; Geotechnical engineering; Statistics","score_opus":0.01215600353670721,"score_gpt":0.21544038632532503,"score_spread":0.20328438278861782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214969786","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34164643,0.00042114969,0.6410204,0.0013714817,0.002122398,0.00017120277,0.00009788229,0.0004278608,0.0127211865],"genre_scores_gemma":[0.9901418,0.000023888995,0.0076659108,0.0014521239,0.00012400228,5.378659e-7,0.00009577073,0.0000016003992,0.0004943502],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907374,0.000030016954,0.00011238436,0.00029301498,0.00028827618,0.00020258581],"domain_scores_gemma":[0.9996256,0.00006014039,0.00005546667,0.00011905539,0.00006084473,0.00007885018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008819959,0.00009318063,0.000098204706,0.00003595717,0.00021445288,0.00027890495,0.00021501524,0.000022927405,0.00012687019],"category_scores_gemma":[0.000019500398,0.00007810119,0.000042902262,0.00031130598,0.00010707538,0.0007527299,0.000026873973,0.0000705045,0.000109054985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009004453,0.000033317843,0.3788267,0.0000094696425,0.0000127255735,0.000018647424,0.0007515594,0.004626389,0.0000929504,0.000042405136,0.018110558,0.5974663],"study_design_scores_gemma":[0.00020641774,0.00018600562,0.047590718,0.000045383767,0.000010645737,0.000042673375,0.0012021199,0.9258534,0.006885674,0.0031823951,0.01452796,0.00026665922],"about_ca_topic_score_codex":0.0002699149,"about_ca_topic_score_gemma":0.000005877895,"teacher_disagreement_score":0.921227,"about_ca_system_score_codex":0.0000053300014,"about_ca_system_score_gemma":0.00008289082,"threshold_uncertainty_score":0.3184874},"labels":[],"label_agreement":null},{"id":"W3215629326","doi":"","title":"Characterizing the spatio-temporal variations in seismic anisotropy and fault characteristics near an Mw 4.1 induced earthquake in the Alberta basin","year":2018,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Structural basin; Seismic microzonation; Fault (geology); Anisotropy; Seismic anisotropy; Seismic hazard; Geophysics; Geomorphology","score_opus":0.019961158707617534,"score_gpt":0.23411373456397752,"score_spread":0.21415257585636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215629326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933179,0.0000154042,0.000019949066,0.003558915,0.00020778339,0.0002387711,0.000018431432,0.000048308735,0.0025745612],"genre_scores_gemma":[0.99376667,0.000021221153,0.00088843,0.004934751,0.00019632823,0.0000035297376,0.00014988385,0.000007875728,0.00003131145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835974,0.0003058639,0.00041516774,0.0003127236,0.00023574271,0.00037075937],"domain_scores_gemma":[0.99879974,0.0005642053,0.000212251,0.00030180835,0.000048042726,0.000073951065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014160412,0.00018097763,0.00018290625,0.00009999118,0.00041478552,0.0003253268,0.0003495885,0.00010520665,0.000021781116],"category_scores_gemma":[0.0004253763,0.00012271531,0.000027815693,0.00026926465,0.00016094158,0.00041149883,0.000020729958,0.00039404482,0.00007372403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003641431,0.000044825847,0.96048594,0.000010573887,0.000005821882,0.000016725466,0.0077616093,0.000054881773,0.00017241243,0.000028386754,0.00018043352,0.031202007],"study_design_scores_gemma":[0.00018132689,0.00013065523,0.93495786,0.000073599644,0.000007743321,0.00001884871,0.0006600012,0.05271256,0.00016885153,0.00017926969,0.010741318,0.00016795588],"about_ca_topic_score_codex":0.26952764,"about_ca_topic_score_gemma":0.050286915,"teacher_disagreement_score":0.21924074,"about_ca_system_score_codex":0.000008697007,"about_ca_system_score_gemma":0.00007188464,"threshold_uncertainty_score":0.96704286},"labels":[],"label_agreement":null},{"id":"W3215692638","doi":"10.1785/0120210059","title":"Reply to “Comment on ‘Activation Rate of Seismicity for Hydraulic Fracture Wells in the Western Canadian Sedimentary Basin’ by Hadi Ghofrani and Gail M. Atkinson” by James P. Verdon and Julian J. Bommer","year":2021,"lang":"en","type":"article","venue":"Bulletin of the Seismological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Geology; Induced seismicity; Structural basin; Sedimentary rock; Geochemistry; Geotechnical engineering; Geomorphology; Archaeology; Seismology; History","score_opus":0.008793932304500563,"score_gpt":0.2057679225200996,"score_spread":0.19697399021559903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215692638","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01646411,0.00031063016,0.00028221897,0.9822736,0.000029183106,0.00027910713,0.00017494496,0.0000072761914,0.00017896564],"genre_scores_gemma":[0.056445923,0.00020850223,0.0016742285,0.9413768,0.000010634973,0.0000027317126,0.000058057405,0.0000031270067,0.0002200026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897265,0.00021547642,0.00022377569,0.00024275779,0.00015064262,0.00019466798],"domain_scores_gemma":[0.9991336,0.00041969135,0.00015761991,0.00018073247,0.00003331637,0.00007503233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038595975,0.00012760407,0.00024764446,0.000016693944,0.00012245424,0.000014808943,0.00020382389,0.00008089678,0.00017183492],"category_scores_gemma":[0.00005461038,0.00007890937,0.00009929936,0.00010774547,0.00026403388,0.000021151549,0.000027215254,0.00017706517,0.0000016292663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044755026,0.0000397664,0.007549175,0.000017896999,0.00001705052,3.608382e-7,0.0005806974,0.000060451173,0.0000055394776,6.718123e-7,0.98590326,0.005780375],"study_design_scores_gemma":[0.00024195889,0.0003131638,0.013317459,0.00004948561,0.000012752317,0.0000021423004,0.00093537103,0.00021042964,0.008156903,0.00013505586,0.9765351,0.000090202426],"about_ca_topic_score_codex":0.9783024,"about_ca_topic_score_gemma":0.0000010833066,"teacher_disagreement_score":0.97830135,"about_ca_system_score_codex":0.000013997455,"about_ca_system_score_gemma":0.000029074856,"threshold_uncertainty_score":0.32178307},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3215999384","doi":"10.1190/int-2021-0136.1","title":"A review of some amplitude-based seismic geometric attributes and their applications","year":2021,"lang":"en","type":"review","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Amplitude; Geology; Curvature; Seismology; Coherence (philosophical gambling strategy); Energy (signal processing); Seismometer; Geodesy; Geometry; Mathematics; Optics; Statistics; Physics","score_opus":0.03055613846817471,"score_gpt":0.2906844228292409,"score_spread":0.26012828436106616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215999384","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.5215917e-7,0.9624878,0.03620332,0.000100823105,0.00007058465,0.0005654698,0.00031535717,0.00005908059,0.00019681675],"genre_scores_gemma":[0.00023243976,0.99512875,0.00062283024,0.002018193,0.000033960463,0.00003613814,0.0018957378,0.0000068704853,0.000025095846],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987537,0.00017393062,0.00051259063,0.00030605384,0.00012014599,0.00013352856],"domain_scores_gemma":[0.99861443,0.00054853834,0.00039386685,0.00027858425,0.000110663335,0.000053917916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003751693,0.00021788629,0.0008921465,0.00036019442,0.000060755974,0.00005148509,0.00021561504,0.00010506112,0.0002354545],"category_scores_gemma":[0.00013670213,0.00015950798,0.00025837496,0.0006955867,0.00009597626,0.00012622018,0.00001594379,0.00017874224,0.00003907024],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.6740225e-7,0.0000068749987,0.000012566896,0.035274226,0.000027089083,3.4867512e-7,0.00001061657,0.000002105098,4.0789928e-8,0.000009206717,0.0027531816,0.96190315],"study_design_scores_gemma":[0.000028178802,0.000031822554,0.000004584706,0.070467465,0.000164662,0.0000134808315,0.000008079882,0.0023517783,0.000008952122,0.00014512999,0.9266233,0.00015256464],"about_ca_topic_score_codex":0.00023432347,"about_ca_topic_score_gemma":0.0000013608978,"teacher_disagreement_score":0.9617506,"about_ca_system_score_codex":0.000012255707,"about_ca_system_score_gemma":0.0002008863,"threshold_uncertainty_score":0.6504547},"labels":[],"label_agreement":null},{"id":"W3216222489","doi":"","title":"Successive Full-waveform inversion of surface seismic and seismic-while-drilling datasets without low frequencies,","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Waveform; Seismology; Inversion (geology); Seismic inversion; Drilling; Vertical seismic profile; Acoustics; Computer science; Azimuth; Engineering; Telecommunications; Optics; Physics","score_opus":0.0175076627434201,"score_gpt":0.21335955319674715,"score_spread":0.19585189045332704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216222489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84948146,0.0026671195,0.11263092,0.017410418,0.00048297303,0.0008444759,0.0024547994,0.00053118303,0.013496618],"genre_scores_gemma":[0.96625996,0.0014408296,0.026094439,0.00079599523,0.0000231272,0.0000024179474,0.0049159355,0.000019715482,0.0004476086],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99594784,0.0016914734,0.0005885397,0.0008749426,0.0005203688,0.00037684783],"domain_scores_gemma":[0.99623317,0.00082718156,0.0007288869,0.0012438322,0.00068137946,0.00028554036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024112116,0.0003979248,0.0005406065,0.00017433548,0.00034709994,0.00025589633,0.0011314278,0.00029535836,0.00027681055],"category_scores_gemma":[0.0005983638,0.0003876769,0.00013929853,0.0003349289,0.00050625514,0.00033845808,0.000628037,0.00076624285,0.000052544627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000545372,0.00094547187,0.2039971,0.0069903983,0.0009766386,0.00015927902,0.056079477,0.029107263,0.023102116,0.004874091,0.093377054,0.5798457],"study_design_scores_gemma":[0.00039858193,0.000002372855,0.0012887194,0.0020119343,0.000056381035,0.000016758713,0.00032418311,0.9202844,0.059836242,0.0026258903,0.0126231285,0.0005314096],"about_ca_topic_score_codex":0.02715172,"about_ca_topic_score_gemma":0.00070243847,"teacher_disagreement_score":0.8911771,"about_ca_system_score_codex":0.000035554924,"about_ca_system_score_gemma":0.00032417141,"threshold_uncertainty_score":0.9998575},"labels":[],"label_agreement":null},{"id":"W3216791081","doi":"10.3997/2214-4609.202186028","title":"Four-Dimensional Seismic Uncertainty Quantification of the Hebron Field, Offshore Newfoundland, Canada","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Submarine pipeline; Field (mathematics); Maximum likelihood; Measure (data warehouse); Standard deviation; Statistics; Computer science; Geology; Mathematics; Geotechnical engineering; Data mining","score_opus":0.01611144060875705,"score_gpt":0.20638692571229367,"score_spread":0.19027548510353662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216791081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95458823,0.00033354142,0.0010717467,0.022983864,0.0011218347,0.00013043155,0.000063663196,0.000053452237,0.019653222],"genre_scores_gemma":[0.98823965,0.000011207952,0.00038236243,0.008392474,0.000026054953,2.3989338e-7,0.00006302304,0.0000012758507,0.00288374],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928737,0.000059501035,0.00014469976,0.00014293131,0.00024600662,0.000119471355],"domain_scores_gemma":[0.9994619,0.00013355311,0.000055516142,0.00022822326,0.000083013736,0.00003780101],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000108755805,0.00006437478,0.000086353204,0.000015806987,0.00010811943,0.000014102602,0.00014990072,0.000033245968,0.0021028419],"category_scores_gemma":[0.000059601683,0.000040925795,0.00004300889,0.00015089268,0.000036500896,0.000049729235,0.000013213321,0.00009002129,0.000011023632],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030494493,0.000017096398,0.38372913,0.000026925458,0.000025159306,0.000011036193,0.000054154865,0.016602432,0.0005238065,0.00032047232,0.53424704,0.06441224],"study_design_scores_gemma":[0.00029802223,0.000057350764,0.20254812,0.00006340251,0.00002590934,0.000075076125,0.0004549506,0.41650423,0.05909575,0.0015587636,0.31904313,0.00027528493],"about_ca_topic_score_codex":0.9094153,"about_ca_topic_score_gemma":0.7762244,"teacher_disagreement_score":0.3999018,"about_ca_system_score_codex":0.000011265834,"about_ca_system_score_gemma":0.0005031382,"threshold_uncertainty_score":0.9988094},"labels":[],"label_agreement":null},{"id":"W34396421","doi":"10.2340/00015555-3886","title":"4D Seismic analysis of the Hibernia Oil Field, Grand Banks, Canada","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil field; Geology; Petroleum engineering; Field (mathematics); Mathematics","score_opus":0.004485607749031969,"score_gpt":0.18990286292218014,"score_spread":0.18541725517314817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34396421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7981644,0.0012567205,0.00011398032,0.0022448741,0.001866227,0.00012377661,0.0003970871,0.00009128853,0.19574161],"genre_scores_gemma":[0.95683306,0.00013968574,0.00011980694,0.0048359334,0.000026155943,6.647296e-7,0.001462328,0.0000037559328,0.0365786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989788,0.000032718293,0.00024730404,0.00020927432,0.00036888957,0.00016302933],"domain_scores_gemma":[0.9993603,0.0000813025,0.00017251997,0.00027863137,0.000059348706,0.000047897025],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000091519934,0.00015556761,0.00029369423,0.00016206302,0.00014032028,0.000029655128,0.0003668667,0.00012622519,0.003556015],"category_scores_gemma":[0.000027910959,0.000098852914,0.00019108685,0.0005672899,0.000029861292,0.00004440043,0.000004420658,0.00020815611,0.0000054263546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015606343,0.000035602876,0.11975346,0.00038520218,0.0019784963,0.000020704994,0.001422965,0.019977948,0.000025918644,0.00007781209,0.29522276,0.56094307],"study_design_scores_gemma":[0.00081305695,0.00016667061,0.37950996,0.0005043344,0.0052641556,0.000008870666,0.002163231,0.13727844,0.03557023,0.0010731639,0.43602937,0.0016185156],"about_ca_topic_score_codex":0.98447204,"about_ca_topic_score_gemma":0.9620543,"teacher_disagreement_score":0.55932456,"about_ca_system_score_codex":0.000014955858,"about_ca_system_score_gemma":0.0008027895,"threshold_uncertainty_score":0.99735487},"labels":[],"label_agreement":null},{"id":"W35943766","doi":"10.2196/23261","title":"Some notes about travel-time curves interpretation in seismic refraction","year":2003,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Interpretation (philosophy); Refraction; Geodesy; Seismology; Computer science; Optics; Physics","score_opus":0.03159077620614338,"score_gpt":0.33663558856525855,"score_spread":0.3050448123591152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35943766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9027605,0.0039837817,0.0026057346,0.0046819923,0.000448042,0.0013380151,0.000078506346,0.00024906322,0.08385437],"genre_scores_gemma":[0.9975685,0.0008101866,0.0001772,0.00091998576,0.000027296763,0.000012305883,0.000073892246,0.0000038526823,0.00040678016],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99811995,0.00058238755,0.00024192652,0.0001901822,0.00047355943,0.00039197912],"domain_scores_gemma":[0.9991777,0.00043295356,0.000059327795,0.0001476978,0.00010618903,0.000076111864],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018170706,0.00010242446,0.00014620241,0.000458896,0.00017027353,0.00006539295,0.00017261402,0.00006736232,0.0009854127],"category_scores_gemma":[0.00024076058,0.00008576955,0.000040744704,0.0005142709,0.00014577765,0.0012741006,0.000010026906,0.00049372285,0.0012181401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048722612,0.00039914236,0.041573394,0.0009835603,0.00006150055,0.000044598084,0.0285925,0.0010749536,0.0017867488,0.0013003667,0.26105538,0.66264063],"study_design_scores_gemma":[0.001148429,0.0011624717,0.17256866,0.0017493195,0.000007022343,0.000057211088,0.004535196,0.6899312,0.042980537,0.03214731,0.052981317,0.00073129154],"about_ca_topic_score_codex":0.0014610011,"about_ca_topic_score_gemma":0.00001933174,"teacher_disagreement_score":0.6888563,"about_ca_system_score_codex":0.0000354692,"about_ca_system_score_gemma":0.00007767234,"threshold_uncertainty_score":0.9999278},"labels":[],"label_agreement":null},{"id":"W38204736","doi":"","title":"Time-lapse seismic imaging of enhanced coalbed methane production: a numerical modelling study","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coalbed methane; Petroleum engineering; Coal mining; Coal; Geology; Dewatering; Methane; Carbon sequestration; Greenhouse gas; Hydraulic fracturing; Mining engineering; Carbon dioxide; Environmental science; Geotechnical engineering; Waste management; Engineering","score_opus":0.020970909319045307,"score_gpt":0.22435829025204157,"score_spread":0.20338738093299627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W38204736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8615716,0.0005500057,0.090373695,0.0016369134,0.00045222344,0.00068676786,0.000009579385,0.0005814328,0.044137776],"genre_scores_gemma":[0.9898498,0.000028463952,0.0054864325,0.0005162415,0.00006411635,0.0000017391152,0.000008655918,0.0000047237704,0.0040398],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987796,0.000103527454,0.0002768401,0.00033102027,0.00027740843,0.00023163778],"domain_scores_gemma":[0.9994504,0.000060013248,0.00009062064,0.00025601077,0.00006828563,0.00007468893],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003390458,0.00013533847,0.00022821638,0.00012793468,0.00008225954,0.000019449399,0.00018398426,0.000025092602,0.004604007],"category_scores_gemma":[0.000031714237,0.00011042697,0.000057805162,0.00031083645,0.00008700424,0.00025470194,0.000012486576,0.00012836391,0.0004294254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025378508,0.0014323335,0.052423,0.000098691205,0.00021068541,0.00005683945,0.010698316,0.39115024,0.0034052203,0.000015080725,0.0987627,0.4414931],"study_design_scores_gemma":[0.00021139829,0.00013485146,0.00012408156,0.000013393381,0.000020246105,0.000015178729,0.0007444254,0.9756592,0.021511134,0.000105026,0.0013056268,0.00015542138],"about_ca_topic_score_codex":0.0024921482,"about_ca_topic_score_gemma":0.0000029591872,"teacher_disagreement_score":0.58450896,"about_ca_system_score_codex":0.0000044493145,"about_ca_system_score_gemma":0.000011571999,"threshold_uncertainty_score":0.99630594},"labels":[],"label_agreement":null},{"id":"W411343881","doi":"10.1007/978-94-015-9829-3_24","title":"Structural styles inferred by seismic profiles","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Peninsula; Geology; Seismology; Range (aeronautics); Geography; Archaeology; Engineering","score_opus":0.016251959336858798,"score_gpt":0.20667098986089968,"score_spread":0.19041903052404088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W411343881","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060616713,0.0012349961,0.00011940116,0.0005449199,0.00024350743,0.00021137486,0.00038127496,0.00046696427,0.9961914],"genre_scores_gemma":[0.040937796,0.0006571985,0.0005825114,0.0038424341,0.00018464973,6.493502e-7,0.0018064181,0.000017008975,0.95197135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869984,0.000015119359,0.0002742176,0.00039788854,0.00031725081,0.0002956627],"domain_scores_gemma":[0.9993591,0.000053670814,0.00013751409,0.00027953438,0.000044826458,0.00012540126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009040338,0.00035261863,0.00031101832,0.00014410626,0.00013794933,0.000088693174,0.0003268778,0.0002799563,0.037289325],"category_scores_gemma":[0.000008453387,0.00027176604,0.00011888408,0.000027937062,0.00017340816,0.00017873125,0.00001952618,0.000354263,0.001133932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000115856765,0.0000012805582,0.0017745894,0.000018617573,0.00003110777,0.000016114345,0.00001875846,0.000016662112,0.0000031659235,0.0016344517,0.8265231,0.16995057],"study_design_scores_gemma":[0.00010043398,0.00007169308,0.00016527128,0.000054356064,0.000021415177,0.000039792525,0.000026412268,0.009256209,0.0001934692,0.013548348,0.97607553,0.0004470401],"about_ca_topic_score_codex":0.003965623,"about_ca_topic_score_gemma":0.00004386435,"teacher_disagreement_score":0.16950352,"about_ca_system_score_codex":0.0000086548935,"about_ca_system_score_gemma":0.000056029974,"threshold_uncertainty_score":0.9999735},"labels":[],"label_agreement":null},{"id":"W417859680","doi":"10.3233/ica-2005-12107","title":"Hybrid, wavelet transform based, noise attenuation","year":2005,"lang":"en","type":"article","venue":"Integrated Computer-Aided Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Noise reduction; Wavelet; Noise (video); Attenuation; Computer science; Wavelet transform; Frame (networking); Acoustics; Pattern recognition (psychology); Algorithm; Artificial intelligence; Telecommunications; Physics; Image (mathematics); Optics","score_opus":0.0072426764744319165,"score_gpt":0.1793346158838541,"score_spread":0.1720919394094222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W417859680","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15232801,0.00013295244,0.8426359,0.0015655645,0.0005280236,0.00016875695,0.00003958158,0.0009905376,0.0016106339],"genre_scores_gemma":[0.91332644,0.000014516297,0.08479559,0.0013430914,0.00023728912,0.0000020482073,0.00020463044,0.000009608768,0.000066779096],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989873,0.000019309613,0.0002489346,0.0002445203,0.00018953675,0.00031035527],"domain_scores_gemma":[0.9995428,0.00007358051,0.000036933725,0.00017713451,0.000057624446,0.00011195456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018172394,0.0002019037,0.00016799776,0.00021639405,0.000068942696,0.000082134015,0.00022622762,0.000056849658,0.0004463187],"category_scores_gemma":[0.000013236269,0.00017956976,0.000080952195,0.00020509573,0.000021783579,0.0003128209,0.000004754115,0.00025485278,0.0002350318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000116473675,0.000013479949,0.0005907419,0.000015686546,0.000014271846,0.000013485313,0.000051727362,0.22511026,0.00020955196,0.00002752774,0.008190012,0.7657516],"study_design_scores_gemma":[0.00022669241,0.00006499455,0.001189743,0.000067744,0.000007391114,0.000026525831,0.0000060836705,0.90591496,0.016032178,0.000040470684,0.07621027,0.00021291844],"about_ca_topic_score_codex":0.0009584009,"about_ca_topic_score_gemma":0.000013960761,"teacher_disagreement_score":0.7655387,"about_ca_system_score_codex":0.000026550233,"about_ca_system_score_gemma":0.000037154474,"threshold_uncertainty_score":0.7322642},"labels":[],"label_agreement":null},{"id":"W4200068062","doi":"10.2118/204576-ms","title":"Time-Lapse Pulsed Neutron Well Logging in Oil Sands for Monitoring Steam Chamber Development","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Oil sands; Steam injection; Logging; Well logging; Environmental science; Vapor quality; Enhanced oil recovery; Saturation (graph theory); Steam-assisted gravity drainage; Geology; Heat exchanger; Materials science; Engineering; Mechanical engineering","score_opus":0.01623390774065682,"score_gpt":0.2272880333210969,"score_spread":0.21105412558044007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200068062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9209046,0.00067702244,0.00019297547,0.0010896255,0.0005396376,0.00009868092,0.000006313606,0.0002004548,0.07629069],"genre_scores_gemma":[0.94819653,0.00016496397,0.010283773,0.0011391796,0.00012369009,0.000005152237,0.00007455739,0.00000661334,0.040005565],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914026,0.000028149329,0.0001826788,0.00023378848,0.00012882345,0.00028630794],"domain_scores_gemma":[0.99968165,0.00007895835,0.000030287065,0.0001153736,0.000029970584,0.00006373069],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023892238,0.00010493938,0.0001318538,0.00008645337,0.00009920912,0.00004065404,0.00007752521,0.00004972069,0.0029326456],"category_scores_gemma":[0.000015350251,0.00009327326,0.000035060246,0.0001279347,0.000020370815,0.00014855762,0.00001355277,0.00009189026,0.0003523013],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051841173,0.00007775408,0.1479018,0.00011421954,0.000025560199,0.0000670014,0.0009431482,0.00093515293,0.0022947749,0.0000063448088,0.037491776,0.8100906],"study_design_scores_gemma":[0.0015092697,0.00009621793,0.035675555,0.0002357521,0.000014041097,0.000028594211,0.0015647619,0.19266103,0.22238475,0.00018562273,0.5449093,0.00073507975],"about_ca_topic_score_codex":0.00037104625,"about_ca_topic_score_gemma":0.000028339651,"teacher_disagreement_score":0.80935556,"about_ca_system_score_codex":0.000012783292,"about_ca_system_score_gemma":0.000052192245,"threshold_uncertainty_score":0.9979788},"labels":[],"label_agreement":null},{"id":"W4200125502","doi":"10.1061/(asce)em.1943-7889.0002058","title":"Fillunger–Heinrich’s Theory of Porodynamics: Predictive Power and Analytical Solution","year":2021,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Terzaghi's principle; Biot number; Consolidation (business); Dimensionless quantity; Compressibility; Mathematics; Power series; Mathieu function; Parametric statistics; Boundary value problem; Mathematical analysis; Applied mathematics; Mechanics; Physics; Geology; Geotechnical engineering; Pore water pressure","score_opus":0.006206598282984927,"score_gpt":0.18429575456656516,"score_spread":0.17808915628358024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200125502","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22571138,0.004405572,0.76735294,0.0004455057,0.0010371966,0.00005615944,0.000041149062,0.0000474924,0.0009025987],"genre_scores_gemma":[0.9925617,0.00023969715,0.007025788,0.0000885374,0.00003822629,3.9189924e-8,0.0000036441472,0.000003039318,0.000039356106],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939847,0.000029999925,0.0002243173,0.00007155904,0.00016993738,0.00010572214],"domain_scores_gemma":[0.9995042,0.000106340194,0.000110984736,0.00007296356,0.00013720007,0.00006831532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048252582,0.000067961875,0.00015914232,0.000104891806,0.000020034013,0.0000120395,0.00007238489,0.00005105033,0.00015544832],"category_scores_gemma":[0.00023457564,0.000057300273,0.00006204681,0.00011858966,0.000013144311,0.00013037931,0.000010937081,0.00016756183,0.0000010051454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001503417,0.00074939936,0.032193445,0.0012503754,0.0035214135,0.0021554204,0.007073907,0.35415563,0.08317951,0.14912955,0.03718401,0.3279039],"study_design_scores_gemma":[0.00019036267,0.00034790265,0.0035170368,0.00010744351,0.00006292807,0.00030788057,0.00025302297,0.9853573,0.004225678,0.00418145,0.001347077,0.00010193531],"about_ca_topic_score_codex":0.000008871553,"about_ca_topic_score_gemma":5.671082e-7,"teacher_disagreement_score":0.7668503,"about_ca_system_score_codex":0.000007546838,"about_ca_system_score_gemma":0.00004720858,"threshold_uncertainty_score":0.23366372},"labels":[],"label_agreement":null},{"id":"W4200237197","doi":"10.1088/1361-6501/ac3f83","title":"New transform to project axisymmetric deflection fields along arbitrary rays","year":2021,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tomographic reconstruction; Rotational symmetry; Radon transform; Tomography; Algorithm; Iterative reconstruction; Computer science; Optics; Physics; Geometry; Computer vision; Mathematics","score_opus":0.03148865131100127,"score_gpt":0.2411597130389228,"score_spread":0.20967106172792155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200237197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62796307,0.00608325,0.09075697,0.093396455,0.0021263012,0.0015548223,0.000012577614,0.0019972515,0.1761093],"genre_scores_gemma":[0.9896302,0.00011259976,0.008387456,0.00168875,0.000029336092,0.0000026947832,0.0000015102946,0.0000019895506,0.00014542176],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983213,0.000015740883,0.00014794331,0.0003967617,0.0007753024,0.00034297945],"domain_scores_gemma":[0.99930966,0.000013232119,0.000027021326,0.0001939218,0.00034986704,0.00010627791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011057477,0.00010166082,0.00012083262,0.0008924646,0.00031741435,0.00008082597,0.00025759128,0.00008593184,0.00010691155],"category_scores_gemma":[0.00037309364,0.00008713041,0.000020981517,0.0034275635,0.00015819789,0.00026742532,0.000021982703,0.00017010274,0.00003272934],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007179708,0.000011877142,0.016813131,0.000008176796,0.0000051063603,0.000012397773,0.0000919064,0.0000025693073,0.0033906202,0.00044718228,0.01366863,0.96554124],"study_design_scores_gemma":[0.0005795431,0.0008525872,0.022765415,0.000094784904,0.00003208126,0.0002913553,0.0011145371,0.0027784265,0.710298,0.024570124,0.23606008,0.00056302693],"about_ca_topic_score_codex":0.0029552982,"about_ca_topic_score_gemma":0.0006201064,"teacher_disagreement_score":0.9649782,"about_ca_system_score_codex":0.000033680386,"about_ca_system_score_gemma":0.0008009826,"threshold_uncertainty_score":0.44675466},"labels":[],"label_agreement":null},{"id":"W4200274730","doi":"10.1190/geo2020-0454.1","title":"Using laboratory data to understand how pore aspect ratio influences elastic parameters and amplitude variation with offset","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Pore water pressure; Aspect ratio (aeronautics); Amplitude; Materials science; Saturation (graph theory); Compressibility; Porosity; Permeability (electromagnetism); Geology; Offset (computer science); Amplitude versus offset; Mineralogy; Mechanics; Geotechnical engineering; Composite material; Optics; Chemistry","score_opus":0.05966683968294109,"score_gpt":0.25055058155238275,"score_spread":0.19088374186944165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200274730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586312,0.00013143197,0.039648436,0.00089554937,0.00011281453,0.00010158762,0.00026828493,0.00006192684,0.0001487503],"genre_scores_gemma":[0.97634596,0.00001844202,0.021877585,0.0013925496,0.000042458836,2.0871525e-7,0.00029872984,0.0000030906376,0.000020970734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927086,0.000050218012,0.000074047,0.0002793495,0.00018195911,0.00014357621],"domain_scores_gemma":[0.999447,0.000082487546,0.00005116153,0.00028004803,0.00006895325,0.00007034711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001149374,0.00009252314,0.00010724888,0.00003596111,0.00013790825,0.00019389244,0.0001247868,0.000026847052,0.000023281375],"category_scores_gemma":[0.00004811169,0.000077213845,0.000008139063,0.0002986839,0.00006403015,0.000479229,0.000027905084,0.000076673605,0.000007247652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006991377,0.00034854322,0.6455713,0.0007418919,0.0010895994,0.000856784,0.022222234,0.061991945,0.031044608,0.0058595934,0.05630989,0.17326449],"study_design_scores_gemma":[0.0012825064,0.00082687614,0.4860104,0.00041090755,0.00037613092,0.000114889095,0.013261816,0.45989808,0.008391076,0.015903562,0.011819021,0.001704726],"about_ca_topic_score_codex":0.0007833094,"about_ca_topic_score_gemma":0.00009454,"teacher_disagreement_score":0.39790612,"about_ca_system_score_codex":0.000006673967,"about_ca_system_score_gemma":0.00014210107,"threshold_uncertainty_score":0.31486893},"labels":[],"label_agreement":null},{"id":"W4200301521","doi":"10.1002/essoar.10509025.1","title":"Early Earth Plate Tectonics; A Universal or Craton Specific Feature? Implication from Poisson’s Ratio Calculation of the Primary Melts","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Craton; Plate tectonics; Tectonics; Feature (linguistics); Geology; Poisson distribution; Space (punctuation); Geophysics; Computer science; Paleontology; Mathematics; Philosophy; Statistics","score_opus":0.014668142536646871,"score_gpt":0.20950733363083093,"score_spread":0.19483919109418407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200301521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842596,0.0006942405,0.0047226585,0.00266586,0.00077109894,0.00060417794,0.00026124186,0.00018823605,0.005832896],"genre_scores_gemma":[0.986175,0.00035955527,0.008745274,0.00057652354,0.00011528588,0.0000022207405,0.0014277506,0.000009363458,0.0025890446],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984256,0.00016213089,0.00029994926,0.0005118167,0.000404554,0.00019592763],"domain_scores_gemma":[0.99865216,0.00012797854,0.00031597202,0.0006957071,0.0001412662,0.00006691506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020126472,0.00023358461,0.0003081099,0.00010229651,0.00016612872,0.00015192467,0.0004661873,0.0003008522,0.0013415354],"category_scores_gemma":[0.000026476788,0.00015389023,0.00017101153,0.0002497708,0.000097095355,0.00022192659,0.00012765867,0.0005383026,0.000025297211],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019962355,0.00032173475,0.2926075,0.000639639,0.000893879,0.00010700894,0.012940483,0.012966373,0.03839043,0.0006929992,0.20311725,0.4353265],"study_design_scores_gemma":[0.00038788185,0.000064501066,0.9143891,0.00026661687,0.00006557938,0.000008882049,0.0002438075,0.022283176,0.04845223,0.00084324955,0.0125858355,0.00040917852],"about_ca_topic_score_codex":0.025147602,"about_ca_topic_score_gemma":0.00079372816,"teacher_disagreement_score":0.6217816,"about_ca_system_score_codex":0.00003503805,"about_ca_system_score_gemma":0.00035088303,"threshold_uncertainty_score":0.9995714},"labels":[],"label_agreement":null},{"id":"W4200310045","doi":"10.2118/204678-ms","title":"Applying Boundary Element Simulation to Generate Stress-Based Fracture Drivers: A Case Study for the Montney Unconventional Oil/Gas Play in Western Canada Basin","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Tectonics; Seismology; Thrust fault; Fault (geology); Stress field; Structural basin; Fracture (geology); Petrology; Paleontology; Finite element method; Engineering; Structural engineering","score_opus":0.02010347391134482,"score_gpt":0.26135846990693923,"score_spread":0.2412549959955944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200310045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97859764,0.00011166998,0.01671058,0.0032876583,0.00025110785,0.00066063297,0.00020613978,0.000039957537,0.00013463318],"genre_scores_gemma":[0.986955,0.0000024951507,0.0015387814,0.010781753,0.00005447151,0.000033198863,0.00020195442,0.0000034065454,0.0004289601],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999004,0.00008600987,0.00019589085,0.00024804196,0.0002692555,0.00019677285],"domain_scores_gemma":[0.99934757,0.00030221062,0.000046001067,0.0001564443,0.00007521426,0.00007253691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027701264,0.000111829766,0.00011135258,0.000056663466,0.00028234985,0.00011272528,0.00010483205,0.000026815089,0.0007783581],"category_scores_gemma":[0.000027704682,0.00008147769,0.000034897235,0.00015652837,0.000014166799,0.00010397374,0.000011400076,0.00009711689,0.0000036352706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030394414,0.000044981447,0.37824413,0.0000116318015,0.000020971735,0.0004615833,0.00028807519,0.5624575,0.0000029527005,6.9073053e-7,0.0065265214,0.051910598],"study_design_scores_gemma":[0.0007946324,0.00010564364,0.014039879,0.00002922957,0.000023740417,0.000021401349,0.006911305,0.84671235,0.0010242878,0.00002499451,0.13012043,0.00019212862],"about_ca_topic_score_codex":0.7730487,"about_ca_topic_score_gemma":0.89384776,"teacher_disagreement_score":0.36420426,"about_ca_system_score_codex":0.000038520095,"about_ca_system_score_gemma":0.00048845646,"threshold_uncertainty_score":0.85224754},"labels":[],"label_agreement":null},{"id":"W4200318868","doi":"10.2118/207499-ms","title":"Novel 3D Reservoir Characterization Approach in High-Angle Wells by Means of Multiphysics Integration of Seismic and Advanced LWD Ultra-Deep Resistivity Inversions","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Petrophysics; Borehole; Azimuth; Context (archaeology); Multiphysics; Reservoir modeling; Geophysics; Geophysical imaging; Well logging; Logging while drilling; Seismology; Drilling; Geotechnical engineering; Finite element method; Geometry; Engineering; Porosity","score_opus":0.012925742698243441,"score_gpt":0.20636930018967523,"score_spread":0.19344355749143177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200318868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8736608,0.000061190956,0.123165704,0.00034551308,0.000057179393,0.00014652198,0.00023213013,0.000034875997,0.0022960552],"genre_scores_gemma":[0.97249824,0.00015289405,0.025608828,0.00031919076,0.000007822097,0.0000010704659,0.0011020523,0.0000032151145,0.00030670737],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915296,0.00008188818,0.0002434124,0.0002318381,0.00016757655,0.00012234153],"domain_scores_gemma":[0.9994721,0.00010292581,0.0001259015,0.00016468241,0.00009284619,0.0000415634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001996014,0.00009910657,0.00020116782,0.00008947699,0.00004772081,0.000013963609,0.00009131688,0.000055339126,0.00008938391],"category_scores_gemma":[0.000073469615,0.00008776503,0.00002867624,0.00034733402,0.000097140175,0.00034445408,0.00001205215,0.000108138185,0.000001919511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011924482,0.0003158776,0.051997144,0.00014782576,0.0000192083,0.0000014784473,0.0010293556,0.0022770818,0.85205907,0.00022442418,0.0011981502,0.09061115],"study_design_scores_gemma":[0.00068609294,0.000078712816,0.075349204,0.00009005193,0.000014736922,0.00000290501,0.0012509173,0.40892315,0.5121412,0.00025781145,0.0010207006,0.0001845183],"about_ca_topic_score_codex":0.0058398196,"about_ca_topic_score_gemma":0.00014016658,"teacher_disagreement_score":0.40664607,"about_ca_system_score_codex":0.000006734792,"about_ca_system_score_gemma":0.000034488326,"threshold_uncertainty_score":0.8828099},"labels":[],"label_agreement":null},{"id":"W4200337424","doi":"10.1002/essoar.10509061.1","title":"Imaging the northeast lobe of the Sudbury Structure through 2D and 2.5D visco-acoustic full-waveform inversion","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University; Western University","funders":"","keywords":"Preprint; Computer science; Geology; World Wide Web","score_opus":0.012765506391037792,"score_gpt":0.21048510985898006,"score_spread":0.19771960346794226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200337424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977547,0.0023724274,0.0028824646,0.005052572,0.0016451445,0.0004954996,0.000190047,0.00013286118,0.009681992],"genre_scores_gemma":[0.99461037,0.00034633977,0.001095102,0.003388174,0.00009942251,7.675566e-7,0.0001343191,0.0000075309213,0.00031799654],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984347,0.00012321086,0.00030687652,0.00043940026,0.00041792062,0.00027786157],"domain_scores_gemma":[0.99882287,0.00010427112,0.00023477487,0.0006873216,0.000092585986,0.0000582012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023741939,0.00028511713,0.0002976778,0.000052125655,0.0003602512,0.0001614198,0.0006190597,0.00015015129,0.0018811492],"category_scores_gemma":[0.00004366499,0.00014294828,0.00015338555,0.00018583499,0.000468545,0.00020579681,0.0004073182,0.000735175,0.000006926612],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014634793,0.000059190053,0.6814139,0.0013331193,0.00028488447,0.000055370838,0.0078108595,0.011980902,0.0014629862,0.00017814357,0.061521642,0.23375267],"study_design_scores_gemma":[0.0007216611,0.0001371279,0.23265591,0.001342093,0.0005080715,0.00047049875,0.020900708,0.6852111,0.014556367,0.014999651,0.02691423,0.0015825499],"about_ca_topic_score_codex":0.014820471,"about_ca_topic_score_gemma":0.00073704193,"teacher_disagreement_score":0.67323023,"about_ca_system_score_codex":0.000011439015,"about_ca_system_score_gemma":0.00016557737,"threshold_uncertainty_score":0.99903125},"labels":[],"label_agreement":null},{"id":"W4205382668","doi":"10.1190/tle41010027.1","title":"Unlocking ultra-high-density seismic for CCUS applications by combining nimble nodes and agile source technologies","year":2022,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BP (Canada)","funders":"","keywords":"Geophone; General partnership; Engineering; Geology; Seismology; Business","score_opus":0.013391164135209343,"score_gpt":0.21701793739308364,"score_spread":0.2036267732578743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205382668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8947299,0.0029411938,0.081651814,0.012405068,0.00040712277,0.0010968982,0.00025181007,0.0021475533,0.004368622],"genre_scores_gemma":[0.9963586,0.00004847091,0.00071561575,0.0012612472,0.000026080965,0.000033089964,0.00006909891,0.0000061442215,0.0014816531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928564,0.00004665185,0.000110212146,0.0002159993,0.0001111476,0.00023032849],"domain_scores_gemma":[0.9993735,0.00031131017,0.00007162851,0.00020374106,0.000016410999,0.000023424958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041848922,0.00009689874,0.00012366743,0.000052053758,0.0012405155,0.000060249273,0.00032098143,0.00003311957,0.000033713986],"category_scores_gemma":[0.00003272412,0.00007749173,0.000031061754,0.00017360912,0.00016255816,0.00007499084,0.000042569995,0.00022630133,0.000021989365],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048745886,0.000044553126,0.031582974,0.00007261567,0.000048744903,0.0000014550806,0.0019896466,0.0028315517,0.01044988,0.0008996843,0.34805846,0.60397166],"study_design_scores_gemma":[0.00039012617,0.00014969171,0.0005461763,0.000024779498,0.000039743438,0.00004814916,0.0053791692,0.05765573,0.04846129,0.013929953,0.8730141,0.00036111035],"about_ca_topic_score_codex":0.0011907194,"about_ca_topic_score_gemma":0.0000060995917,"teacher_disagreement_score":0.6036106,"about_ca_system_score_codex":0.000010891376,"about_ca_system_score_gemma":0.000013414609,"threshold_uncertainty_score":0.95411676},"labels":[],"label_agreement":null},{"id":"W4205970336","doi":"10.1093/gji/ggac009","title":"Regularization tunnelling for full waveform inversion","year":2022,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Regularization (linguistics); Inversion (geology); Computer science; Algorithm; Grid; Quantum tunnelling; Geology; Applied mathematics; Mathematical optimization; Seismology; Mathematics; Physics; Geodesy; Artificial intelligence; Tectonics","score_opus":0.013937688179253692,"score_gpt":0.22159187564504465,"score_spread":0.20765418746579095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205970336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76264316,0.00013057883,0.18186584,0.020942124,0.010481886,0.00046701243,0.00029291978,0.00028172784,0.022894768],"genre_scores_gemma":[0.9901125,0.000019444633,0.0042195953,0.0025082647,0.0007753464,0.000002555367,0.00032256145,0.0000042979705,0.0020354418],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911636,0.000035589277,0.00016758988,0.00012815274,0.0003999581,0.00015232836],"domain_scores_gemma":[0.9996049,0.00006321574,0.00011275027,0.000057391826,0.00009330581,0.00006845285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002720815,0.00006944794,0.0000747,0.00011632044,0.0005053033,0.00007840778,0.0002935576,0.000018289458,0.002824886],"category_scores_gemma":[0.000030545787,0.000062158564,0.00010618535,0.00009479654,0.000026979618,0.00026469343,0.00002813245,0.00023401192,0.000058649966],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010044936,0.00022341442,0.011031853,0.000017262804,0.00016826205,0.000052331674,0.0007432694,0.034586105,0.003031535,0.006592734,0.18092267,0.76162606],"study_design_scores_gemma":[0.00045035212,0.00027991162,0.0022567047,0.000009690436,0.000011491152,0.00015652002,0.0003035994,0.7256193,0.00085940334,0.057181794,0.21272308,0.0001481731],"about_ca_topic_score_codex":0.00011632124,"about_ca_topic_score_gemma":9.676457e-7,"teacher_disagreement_score":0.7614779,"about_ca_system_score_codex":0.00003173187,"about_ca_system_score_gemma":0.000036095513,"threshold_uncertainty_score":0.9980867},"labels":[],"label_agreement":null},{"id":"W4206056471","doi":"10.3997/2214-4609.202229026","title":"Integration and Use of Hybrid Deterministic Inversion in Quantitative Sequence Stratigraphy Workflow","year":2022,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Geology; Workflow; Seismic inversion; Sequence stratigraphy; Lithology; Stack (abstract data type); Sequence (biology); Computer science; Petrology; Seismology; Geomorphology","score_opus":0.04994524291841485,"score_gpt":0.25373956745870474,"score_spread":0.2037943245402899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206056471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969092,0.00006140811,0.0016917009,0.00012161172,0.00005934447,0.00008885605,0.00005011154,0.000027958327,0.0009898258],"genre_scores_gemma":[0.987737,0.000033268236,0.011628456,0.0004980458,0.0000016746701,9.715314e-7,0.000042500233,9.1179106e-7,0.000057184476],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944544,0.00009188026,0.00013005291,0.00012740654,0.00012418815,0.00008106155],"domain_scores_gemma":[0.9996953,0.00014818537,0.000049553357,0.000066736495,0.000014413622,0.000025804613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016728895,0.000054507982,0.00008062666,0.00016697193,0.000073043586,0.000018634819,0.00006631003,0.000007775405,0.00041863773],"category_scores_gemma":[0.000035617053,0.000047346362,0.00001732255,0.00019876087,0.00008454654,0.0002438587,0.000011290422,0.00009875438,0.0000018738211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025227648,0.000060424692,0.6522437,0.00003884067,0.000012762638,0.00008508856,0.0014945406,0.0022397218,0.004320283,0.0024193663,0.008042287,0.32879072],"study_design_scores_gemma":[0.00017973919,0.00056301634,0.038726266,0.000035071622,0.0000060310663,0.000021796568,0.0016783193,0.9454676,0.0048628678,0.006702015,0.0016030255,0.00015423559],"about_ca_topic_score_codex":0.006545139,"about_ca_topic_score_gemma":0.00029480265,"teacher_disagreement_score":0.9432279,"about_ca_system_score_codex":0.0000035268451,"about_ca_system_score_gemma":0.00002044062,"threshold_uncertainty_score":0.98943365},"labels":[],"label_agreement":null},{"id":"W4206107442","doi":"10.1007/s10596-021-10122-6","title":"Python package for 3D joint hypocenter-velocity inversion on tetrahedral meshes: Parallel implementation and practical considerations","year":2022,"lang":"en","type":"article","venue":"Computational Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut National de la Recherche Scientifique","funders":"","keywords":"Jacobian matrix and determinant; Hypocenter; Python (programming language); Algorithm; Computer science; Intrinsics; Inversion (geology); Computational science; Parallel computing; Geology; Mathematics; Induced seismicity; Applied mathematics; Seismology","score_opus":0.05460595600297644,"score_gpt":0.300097328795495,"score_spread":0.24549137279251856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206107442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82472306,0.00014244583,0.1428807,0.02662826,0.0011869648,0.0011887843,0.00076580903,0.00026784503,0.002216149],"genre_scores_gemma":[0.8993121,0.000008161461,0.09462175,0.0056427624,0.000034694764,0.000012129537,0.00031883369,0.0000022622999,0.00004735608],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987247,0.0001205688,0.00020319602,0.0003140292,0.00043211342,0.00020537086],"domain_scores_gemma":[0.9991714,0.00051756285,0.00010662142,0.0000651185,0.000058139933,0.0000811964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005910875,0.000097801465,0.000102389226,0.00013927891,0.0012301675,0.00011910471,0.000056777364,0.000018206632,0.0010186668],"category_scores_gemma":[0.00010637927,0.00008791034,0.000038802944,0.00015399116,0.0001835412,0.0003078666,0.00003120544,0.000113897404,0.000011578058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000356389,0.00046032708,0.11649685,0.000093269,0.00007812302,0.00007716901,0.0059410827,0.07328575,0.0001744268,0.031538825,0.5124666,0.25903115],"study_design_scores_gemma":[0.00079354097,0.0010053983,0.07341207,0.0000096009,0.000017783035,0.00012660574,0.0052166376,0.82448786,0.00021088024,0.07301992,0.021408716,0.00029095556],"about_ca_topic_score_codex":0.00058995467,"about_ca_topic_score_gemma":0.00002849557,"teacher_disagreement_score":0.75120217,"about_ca_system_score_codex":0.000017595225,"about_ca_system_score_gemma":0.0001556619,"threshold_uncertainty_score":0.99989456},"labels":[],"label_agreement":null},{"id":"W4206567543","doi":"10.1093/gji/ggab505","title":"A regularization by denoising (RED) scheme for 3-D FWI model updates in large-contrast media","year":2021,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Total variation denoising; Regularization (linguistics); Classification of discontinuities; Backus–Gilbert method; Algorithm; Inverse problem; Quadratic equation; Smoothing; Noise reduction; Seismogram; Mathematical optimization; Computer science; Applied mathematics; Mathematics; Geology; Regularization perspectives on support vector machines; Seismology; Tikhonov regularization; Geometry; Mathematical analysis; Artificial intelligence","score_opus":0.010720982682179464,"score_gpt":0.2319555819924029,"score_spread":0.22123459931022343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206567543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6001719,0.000669812,0.36921915,0.021270731,0.0018496326,0.00021442387,0.00077233196,0.00012375489,0.0057082428],"genre_scores_gemma":[0.98102593,0.00007410194,0.014685538,0.0023500763,0.0003959219,0.0000013440097,0.0007783937,0.0000053712397,0.00068334833],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990485,0.00003459505,0.00023138599,0.00017208088,0.00029599748,0.00021743953],"domain_scores_gemma":[0.9994784,0.000105752166,0.00008598868,0.00006213831,0.00018602291,0.0000817274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002261859,0.00009022579,0.00012133868,0.000084259314,0.00010561623,0.00014277683,0.00019237505,0.000050410817,0.0005561225],"category_scores_gemma":[0.00016788025,0.00008290536,0.0000806445,0.00010831559,0.00002786317,0.00040658304,0.000014906124,0.00020934368,0.00002084322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069454627,0.0010594676,0.1400825,0.000050754847,0.00036686985,0.00025763494,0.0017338585,0.015028121,0.044131603,0.01910627,0.515257,0.26223135],"study_design_scores_gemma":[0.0006858249,0.000021958876,0.005328884,0.000049103863,0.0000075239136,0.000054096006,0.000112870555,0.9193464,0.0072305305,0.056456946,0.010564069,0.00014178468],"about_ca_topic_score_codex":0.000055335946,"about_ca_topic_score_gemma":0.000021640191,"teacher_disagreement_score":0.9043183,"about_ca_system_score_codex":0.000018122233,"about_ca_system_score_gemma":0.00007790447,"threshold_uncertainty_score":0.60891515},"labels":[],"label_agreement":null},{"id":"W4206579780","doi":"10.1190/tle21121248.1","title":"Reviews","year":2002,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Capilano University","funders":"","keywords":"Art history; Philosophy; History","score_opus":0.05913170939520556,"score_gpt":0.2417537770232542,"score_spread":0.18262206762804864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206579780","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027463987,0.018055884,0.0006805908,0.014381221,0.0011097627,0.00028445935,0.000006131764,0.0004686736,0.9375493],"genre_scores_gemma":[0.9438791,0.0018470351,0.00077482086,0.012746914,0.00027061475,9.4387497e-7,0.000005014023,0.0000028721608,0.040472638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960214,0.00005140567,0.00007827784,0.000079213605,0.000061367035,0.00012760777],"domain_scores_gemma":[0.99972713,0.000052186155,0.000027133161,0.00016185915,0.000005039019,0.000026639727],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002922086,0.00004999133,0.00007209053,0.000022563903,0.00012827122,0.000026002946,0.00019231172,0.000016283542,0.0036762008],"category_scores_gemma":[0.000037446556,0.00002775893,0.00003428531,0.00009739687,0.000052543903,0.000070084665,0.000004332276,0.00009327735,0.012013458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.893698e-7,0.000001250163,0.0023611977,0.0000023075254,8.808083e-7,6.855562e-7,0.00017741891,0.0000019624213,0.000009754999,0.00002789281,0.6685695,0.32884672],"study_design_scores_gemma":[0.00002360144,0.0000130181015,0.00074006413,0.000014726364,0.0000033858742,0.0000092260725,0.000014077952,0.009569811,0.0002747095,0.00040605493,0.9888807,0.000050646784],"about_ca_topic_score_codex":0.00018361241,"about_ca_topic_score_gemma":0.0000047462663,"teacher_disagreement_score":0.91641515,"about_ca_system_score_codex":0.0000015760676,"about_ca_system_score_gemma":0.000001292857,"threshold_uncertainty_score":0.9972346},"labels":[],"label_agreement":null},{"id":"W4206610794","doi":"10.26686/wgtn.13876364","title":"The Alpine Fault hanging-wall viewed from within: Structural analysis of the ultrasonic image logs in the DFDP-2B borehole, New Zealand","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Marsden Fund; Natural Environment Research Council; Victoria University; Centre National de la Recherche Scientifique; Victoria University of Wellington; Université de Montpellier; Sight Research UK; University of Otago","keywords":"Geology; Mylonite; Borehole; Outcrop; Fault (geology); Detachment fault; Foliation (geology); Petrology; Slip (aerodynamics); Seismology; Anisotropy; Geomorphology; Metamorphic rock; Shear zone; Tectonics; Paleontology; Extensional definition","score_opus":0.011990558624151501,"score_gpt":0.2298907736272324,"score_spread":0.2179002150030809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206610794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97650063,0.0040999004,0.00035403596,0.015147636,0.00079035485,0.00051459495,0.00030680228,0.000090678426,0.0021953876],"genre_scores_gemma":[0.9899705,0.0007772648,0.0018912996,0.0045420104,0.000099879195,0.000002829814,0.0009462619,0.0000071354166,0.0017628245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975151,0.0004731892,0.0005634454,0.0005096927,0.00059921277,0.00033936],"domain_scores_gemma":[0.9977515,0.00054560794,0.0003917649,0.0011565872,0.000086468055,0.000068094705],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086971483,0.00031916972,0.00052927644,0.0001622425,0.0002370022,0.0003796086,0.0016824306,0.00017922472,0.0011767455],"category_scores_gemma":[0.0001603788,0.00013685464,0.0004442646,0.00096909254,0.00028664482,0.00012481987,0.0001462022,0.00088653626,0.000007743069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013465145,0.000048796766,0.7252558,0.00007959494,0.0027605607,0.00005838625,0.017769093,0.026605407,0.00035875945,0.000120988254,0.16843663,0.05837138],"study_design_scores_gemma":[0.00040528327,0.0000455183,0.7141627,0.00021418733,0.0010608031,0.000013246267,0.0036177237,0.2630058,0.0029856989,0.003990658,0.009956963,0.0005413828],"about_ca_topic_score_codex":0.24560374,"about_ca_topic_score_gemma":0.026869832,"teacher_disagreement_score":0.2364004,"about_ca_system_score_codex":0.000013199742,"about_ca_system_score_gemma":0.00023793206,"threshold_uncertainty_score":0.9997363},"labels":[],"label_agreement":null},{"id":"W4206718843","doi":"10.26686/wgtn.13876364.v1","title":"The Alpine Fault hanging-wall viewed from within: Structural analysis of the ultrasonic image logs in the DFDP-2B borehole, New Zealand","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Marsden Fund; Natural Environment Research Council; Victoria University; Centre National de la Recherche Scientifique; Victoria University of Wellington; Université de Montpellier; Sight Research UK; University of Otago","keywords":"Geology; Mylonite; Borehole; Outcrop; Fault (geology); Detachment fault; Foliation (geology); Petrology; Slip (aerodynamics); Anisotropy; Seismology; Geomorphology; Metamorphic rock; Shear zone; Tectonics; Geotechnical engineering; Extensional definition","score_opus":0.011990558624151501,"score_gpt":0.2298907736272324,"score_spread":0.2179002150030809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206718843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97650063,0.0040999004,0.00035403596,0.015147636,0.00079035485,0.00051459495,0.00030680228,0.000090678426,0.0021953876],"genre_scores_gemma":[0.9899705,0.0007772648,0.0018912996,0.0045420104,0.000099879195,0.000002829814,0.0009462619,0.0000071354166,0.0017628245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975151,0.0004731892,0.0005634454,0.0005096927,0.00059921277,0.00033936],"domain_scores_gemma":[0.9977515,0.00054560794,0.0003917649,0.0011565872,0.000086468055,0.000068094705],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086971483,0.00031916972,0.00052927644,0.0001622425,0.0002370022,0.0003796086,0.0016824306,0.00017922472,0.0011767455],"category_scores_gemma":[0.0001603788,0.00013685464,0.0004442646,0.00096909254,0.00028664482,0.00012481987,0.0001462022,0.00088653626,0.000007743069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013465145,0.000048796766,0.7252558,0.00007959494,0.0027605607,0.00005838625,0.017769093,0.026605407,0.00035875945,0.000120988254,0.16843663,0.05837138],"study_design_scores_gemma":[0.00040528327,0.0000455183,0.7141627,0.00021418733,0.0010608031,0.000013246267,0.0036177237,0.2630058,0.0029856989,0.003990658,0.009956963,0.0005413828],"about_ca_topic_score_codex":0.24560374,"about_ca_topic_score_gemma":0.026869832,"teacher_disagreement_score":0.2364004,"about_ca_system_score_codex":0.000013199742,"about_ca_system_score_gemma":0.00023793206,"threshold_uncertainty_score":0.9997363},"labels":[],"label_agreement":null},{"id":"W4206796132","doi":"10.3997/2214-4609.202229016","title":"Basin Model Constrained Litho-Elastic Inversion: Offshore Nova Scotia Case Study","year":2022,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Geology; Lithology; Structural basin; Nova scotia; Submarine pipeline; Seismic inversion; Seismology; Regional geology; Compaction; Geophysics; Geomorphology; Petrology; Geotechnical engineering; Tectonics; Metamorphic petrology; Physics; Meteorology","score_opus":0.03004449612169786,"score_gpt":0.24068542129148038,"score_spread":0.21064092516978253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206796132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721497,0.000047470825,0.002742916,0.0010129431,0.00038588492,0.00035248967,0.000098005024,0.00031214632,0.022898413],"genre_scores_gemma":[0.9915381,0.0000013345499,0.0028930148,0.0037838107,0.000027147064,0.0000012215754,0.000045760644,0.0000044632498,0.0017051408],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868023,0.0001479937,0.0002149131,0.00033534915,0.00035570835,0.00026582944],"domain_scores_gemma":[0.9994277,0.00010041411,0.000053473363,0.0002524956,0.00003449273,0.00013144925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046506943,0.00014866934,0.00017135982,0.0001627544,0.00042056935,0.00004779522,0.00024272394,0.000026818769,0.018908158],"category_scores_gemma":[0.00002547296,0.00012860006,0.00005979379,0.0003257561,0.000106338775,0.00016560129,0.00006429731,0.0002656093,0.00017161183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013540557,0.00044679423,0.52373433,0.000026048801,0.00007801647,0.007467749,0.0039371345,0.03254307,0.000020215872,0.0002109951,0.37189212,0.05950813],"study_design_scores_gemma":[0.00050257065,0.0004969435,0.0007955744,0.0000040287637,0.000030800333,0.0019896186,0.024642255,0.9673033,0.000066704204,0.00023769744,0.0036854006,0.00024516],"about_ca_topic_score_codex":0.03839663,"about_ca_topic_score_gemma":0.00068787445,"teacher_disagreement_score":0.93476015,"about_ca_system_score_codex":0.000012984917,"about_ca_system_score_gemma":0.00012068261,"threshold_uncertainty_score":0.98198867},"labels":[],"label_agreement":null},{"id":"W4206824155","doi":"10.3997/2214-4609.202229033","title":"Effect of Simultaneous and Facies-based inversions on Geomechanical properties estimations in an Unconventional Reservoir","year":2022,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismic inversion; Inversion (geology); Drilling; Shear (geology); Seismology; Facies; Petrology; Azimuth; Geomorphology; Geometry; Tectonics","score_opus":0.02096488958469984,"score_gpt":0.24656463759873945,"score_spread":0.22559974801403962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206824155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983915,0.00002458122,0.00013179897,0.0004977784,0.000049490314,0.00016557302,0.000051535095,0.000056235906,0.0006314693],"genre_scores_gemma":[0.99870276,0.0000017670079,0.00049874024,0.0005429751,0.0000038226594,0.000004469331,0.00008491775,0.0000016234513,0.00015892643],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991719,0.00022786389,0.00012446784,0.00015056874,0.00021746529,0.00010769619],"domain_scores_gemma":[0.99944454,0.00035584602,0.000030334919,0.00010536014,0.000015327976,0.000048563477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042674385,0.000067580026,0.00010173936,0.00015845701,0.00018255835,0.000013057698,0.00011847098,0.00002015875,0.0016617425],"category_scores_gemma":[0.00009422683,0.00005062313,0.000026054202,0.00016134878,0.00006058658,0.00008834685,0.000019041398,0.00013268029,0.000008764691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017782216,0.00033405624,0.20669198,0.00019987037,0.000020578806,0.00006209493,0.00049815164,0.6783691,0.001594339,0.00069951685,0.0057030865,0.10404902],"study_design_scores_gemma":[0.00036806657,0.002539727,0.0007246343,0.000016910386,0.000004424277,0.000004264005,0.00017530298,0.9888581,0.006286053,0.00025802446,0.0006868693,0.0000776265],"about_ca_topic_score_codex":0.0023629959,"about_ca_topic_score_gemma":0.00010030936,"teacher_disagreement_score":0.310489,"about_ca_system_score_codex":0.000008257712,"about_ca_system_score_gemma":0.00003748002,"threshold_uncertainty_score":0.9992509},"labels":[],"label_agreement":null},{"id":"W4207058069","doi":"10.1190/geo2021-0448.1","title":"Eliminating harmonic noise in vibroseis data through sparsity-promoted waveform modeling","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Weyerhauser (Canada)","funders":"National Natural Science Foundation of China","keywords":"Seismic vibrator; Waveform; Harmonic; Computer science; Algorithm; Noise (video); Attenuation; SIGNAL (programming language); Synthetic data; Acoustics; Electronic engineering; Artificial intelligence; Physics; Engineering; Telecommunications; Optics","score_opus":0.056481266382534104,"score_gpt":0.24415243409936363,"score_spread":0.1876711677168295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207058069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98656696,0.00024333184,0.0047475956,0.00085563434,0.00037257772,0.00021463167,0.000361234,0.00022541531,0.006412604],"genre_scores_gemma":[0.9933294,0.00004416457,0.0040581916,0.0013978303,0.00006557676,0.000001719749,0.00096827047,0.0000059315366,0.00012890215],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987303,0.00006596774,0.00019580881,0.00036610087,0.0003131031,0.0003286905],"domain_scores_gemma":[0.9993069,0.00004077172,0.000068828886,0.00052546227,0.00001959291,0.000038398684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037368617,0.00012213527,0.00015151454,0.00006518132,0.00037565103,0.000042088344,0.00071893755,0.000026265745,0.000402572],"category_scores_gemma":[0.00002283453,0.00012418171,0.00003468737,0.00040818987,0.000032571774,0.0005776376,0.00026658422,0.0003664778,0.00007494433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001461382,0.00028262605,0.024764694,0.00011323798,0.00005064958,0.00015013014,0.006191978,0.14058654,0.00074772444,0.00039410242,0.015906608,0.81066555],"study_design_scores_gemma":[0.00017894508,0.000061375744,0.0010796904,0.000012889093,0.0000079909205,0.0000070399788,0.0006388045,0.98453754,0.0002791255,0.008400481,0.004619236,0.00017689673],"about_ca_topic_score_codex":0.017635385,"about_ca_topic_score_gemma":0.000050421047,"teacher_disagreement_score":0.843951,"about_ca_system_score_codex":0.000019175937,"about_ca_system_score_gemma":0.00006019266,"threshold_uncertainty_score":0.98890626},"labels":[],"label_agreement":null},{"id":"W4207073613","doi":"10.1016/j.jngse.2022.104428","title":"Attribute-assisted interpretation of deltaic channel system using enhanced 3D seismic data, offshore Nova Scotia","year":2022,"lang":"en","type":"article","venue":"Journal of Natural Gas Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Submarine pipeline; Seismic attribute; Channel (broadcasting); Amplitude; Curvature; Canyon; Seismology; Seismic inversion; Anticline; Amplitude versus offset; Geomorphology; Petrology; Tectonics; Geotechnical engineering; Geometry; Engineering","score_opus":0.02001496601542982,"score_gpt":0.2327784562094101,"score_spread":0.21276349019398028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207073613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792129,0.001117294,0.018241355,0.00009487742,0.0011944398,0.00005699036,0.000024918652,0.000023395423,0.000033841316],"genre_scores_gemma":[0.994951,0.000016948274,0.004886445,0.00008407714,0.00004552282,5.849084e-8,0.000009560907,0.0000025208176,0.0000038766766],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987748,0.000024249279,0.00030856187,0.00015478695,0.0005404162,0.00019716025],"domain_scores_gemma":[0.9993271,0.00004552737,0.00023803738,0.00013240606,0.00018230463,0.00007462262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012463449,0.000089610716,0.00018860136,0.0003852644,0.00015206588,0.000049331633,0.00050510437,0.000018880599,0.000017992748],"category_scores_gemma":[0.00010740842,0.000073819225,0.00003205441,0.0006594252,0.000088620916,0.0008257241,0.000078408004,0.0002743706,6.402955e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013688774,0.000024460649,0.0031093196,0.00026257403,0.000052901218,0.000052397147,0.0011590847,0.76425326,0.08829248,0.0000093300805,0.0010446352,0.1416027],"study_design_scores_gemma":[0.00012395841,0.000099293495,0.002857293,0.00013740326,0.000018109582,0.00046397414,0.00072343287,0.99055314,0.0048149843,0.0000033772642,0.00011899932,0.0000860487],"about_ca_topic_score_codex":0.00043688613,"about_ca_topic_score_gemma":0.00000464193,"teacher_disagreement_score":0.2262999,"about_ca_system_score_codex":0.00005135178,"about_ca_system_score_gemma":0.00012828024,"threshold_uncertainty_score":0.30102605},"labels":[],"label_agreement":null},{"id":"W4210434516","doi":"10.1190/1.2148142","title":"Sparseness‐constrained data continuation with frames: applications to missing traces and aliased signals in 2/3‐D","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Algorithm; Interpolation (computer graphics); Aliasing; Geology; Computer science; Artificial intelligence; Computer vision; Image (mathematics); Filter (signal processing)","score_opus":0.04109846713694315,"score_gpt":0.27049258346332195,"score_spread":0.2293941163263788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210434516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67512274,0.000928887,0.2523054,0.040890735,0.00004448605,0.0014513527,0.00023854285,0.00048623575,0.028531656],"genre_scores_gemma":[0.93651164,0.000018310031,0.06003615,0.0031123483,0.000030466988,0.0000026969838,0.00013204785,0.000001765918,0.00015458559],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993817,0.000025739613,0.00013061093,0.00023488517,0.000101564685,0.00012546298],"domain_scores_gemma":[0.99958456,0.00009600832,0.00003288832,0.00019687324,0.000018209823,0.00007146159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000272758,0.00007145737,0.000093057366,0.00009452096,0.000064353226,0.0000716696,0.00014935905,0.000028404187,0.00044578954],"category_scores_gemma":[0.000020006895,0.000053903474,0.000005113615,0.00016623942,0.00005737339,0.00033349404,0.000008115684,0.000052020205,0.00003052208],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019365349,0.000015892261,0.044680905,0.000006785679,0.0000042974875,0.0000015011332,0.00021023213,0.0005963468,0.0003522347,0.00003954827,0.0040360186,0.9500369],"study_design_scores_gemma":[0.0008919287,0.00018815123,0.057511702,0.00018096463,0.00003242259,0.00004411984,0.0023043172,0.57479954,0.015444267,0.001079753,0.3468895,0.0006333527],"about_ca_topic_score_codex":0.0021236285,"about_ca_topic_score_gemma":0.00088701525,"teacher_disagreement_score":0.9494035,"about_ca_system_score_codex":0.0000020547254,"about_ca_system_score_gemma":0.000031148134,"threshold_uncertainty_score":0.48810828},"labels":[],"label_agreement":null},{"id":"W4210829094","doi":"10.1093/gji/ggac060","title":"Simultaneous Bayesian inversion for effective anisotropy parameters and source locations: a physical modelling study","year":2022,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Geology; Anisotropy; Microseism; Isotropy; Markov chain Monte Carlo; Seismology; Monte Carlo method; Geophysics; Statistics; Mathematics; Physics; Optics","score_opus":0.011247100548484896,"score_gpt":0.24131592660795945,"score_spread":0.23006882605947454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210829094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8370123,0.00002565748,0.16125964,0.00077071204,0.00036970273,0.00035518222,0.000045280834,0.000047102556,0.0001144596],"genre_scores_gemma":[0.995295,0.0000067304873,0.003515075,0.00070706074,0.0002541271,0.000013929221,0.0000377455,0.0000057014495,0.00016465056],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888486,0.00013021436,0.00015847091,0.00023299144,0.00041370976,0.00017976381],"domain_scores_gemma":[0.99906534,0.0005616095,0.00010836403,0.000075153104,0.00008639899,0.000103124905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022458765,0.000116581,0.0001417283,0.00012163044,0.00061509386,0.00011664363,0.00024880256,0.000015916457,0.00009818616],"category_scores_gemma":[0.00005541938,0.00010426942,0.00009536972,0.00009710103,0.00006133365,0.00020769266,0.00004549375,0.00032766646,0.000010485654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005832652,0.00058133196,0.0084919585,0.000007641305,0.00018619734,0.000046801673,0.0026497857,0.6812246,0.00009344399,0.00019118392,0.0028914881,0.30305234],"study_design_scores_gemma":[0.00056154066,0.0009359612,0.0004872968,0.0000068676545,0.000028225852,0.000065340544,0.0017199176,0.9819203,0.00007076431,0.009070766,0.005005926,0.00012711268],"about_ca_topic_score_codex":0.00065911515,"about_ca_topic_score_gemma":0.0000026546838,"teacher_disagreement_score":0.30292523,"about_ca_system_score_codex":0.00003570314,"about_ca_system_score_gemma":0.000027429007,"threshold_uncertainty_score":0.47308668},"labels":[],"label_agreement":null},{"id":"W4210890253","doi":"10.1071/aseg2009ab044","title":"Integrating geologic and geophysical data through advanced constrained inversions","year":2009,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Geophysics; Exploration geophysics","score_opus":0.027333205460379206,"score_gpt":0.26473237214330037,"score_spread":0.23739916668292116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210890253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9057941,0.0007841332,0.0012346569,0.010632881,0.00038606513,0.00040767153,0.00029579934,0.0007469482,0.07971774],"genre_scores_gemma":[0.9725724,0.000097621174,0.019860577,0.006895768,0.000059458078,2.9945554e-7,0.0004039667,0.0000022667464,0.00010764827],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998874,0.00003880792,0.00021421425,0.00040469965,0.00016868961,0.00029957943],"domain_scores_gemma":[0.9991891,0.00017176592,0.000096735515,0.00039402174,0.000029555846,0.00011883693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020455179,0.00015727422,0.00017370208,0.000044029137,0.00020661786,0.00005917594,0.00034061374,0.0000720081,0.00028574257],"category_scores_gemma":[0.00020751133,0.000124436,0.000028950904,0.00012057673,0.00019828902,0.0007300842,0.000032515778,0.00026691039,0.00009020381],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027041775,0.000040721534,0.0003386818,0.0000056038975,0.000008674463,0.000059571066,0.00011874192,0.000059005743,0.00023640016,0.00054958975,0.01636549,0.9821905],"study_design_scores_gemma":[0.0011658386,0.0007685468,0.79507154,0.00012885199,0.000056708333,0.00021903974,0.001708566,0.052139044,0.004187013,0.08075464,0.06300117,0.00079902395],"about_ca_topic_score_codex":0.0015847202,"about_ca_topic_score_gemma":0.000035039226,"teacher_disagreement_score":0.98139143,"about_ca_system_score_codex":0.0000032167195,"about_ca_system_score_gemma":0.000046375444,"threshold_uncertainty_score":0.50743526},"labels":[],"label_agreement":null},{"id":"W4211072311","doi":"10.3997/2214-4609-pdb.3.g032","title":"High Resolution Imaging","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic migration; Geophysical imaging; Inversion (geology); Operator (biology); Computer science; High resolution; Algorithm; Function (biology); Reflection (computer programming); Image resolution; Geology; Resolution (logic); Seismology; Remote sensing; Artificial intelligence; Programming language","score_opus":0.009086564423138,"score_gpt":0.19746222843934397,"score_spread":0.18837566401620598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211072311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5054707,0.0007796516,0.090904005,0.026347656,0.0013789958,0.00022684496,0.000022670676,0.0020517823,0.3728177],"genre_scores_gemma":[0.9780041,0.000015168805,0.017560877,0.0039804475,0.00004479485,1.14546125e-7,0.00002046725,9.263457e-7,0.00037311195],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962556,0.000008189981,0.00006185288,0.000097003336,0.000085835236,0.000121552934],"domain_scores_gemma":[0.999849,0.000008815513,0.000013952326,0.00008017511,0.0000117508025,0.000036256228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009280878,0.000042249983,0.000038810205,0.000044613043,0.000079312136,0.000023347897,0.00007204701,0.000012269163,0.0015907588],"category_scores_gemma":[0.000009128327,0.00003302729,0.000018013727,0.00007564612,0.000034808676,0.00016049462,0.0000031951122,0.00004572315,0.00058153155],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002834615,0.000026673759,0.13015436,0.000010040827,0.000008870267,0.000043462493,0.00020660616,0.007419274,0.00028553102,0.012660388,0.13754797,0.71160847],"study_design_scores_gemma":[0.001759001,0.00020717815,0.2956661,0.00008896323,0.000022677557,0.0001854844,0.00075276266,0.079756476,0.05849606,0.25386107,0.3082717,0.0009325244],"about_ca_topic_score_codex":0.02514584,"about_ca_topic_score_gemma":0.00004318062,"teacher_disagreement_score":0.71067595,"about_ca_system_score_codex":0.000003828546,"about_ca_system_score_gemma":0.000015174926,"threshold_uncertainty_score":0.99932194},"labels":[],"label_agreement":null},{"id":"W4211081889","doi":"10.3997/2214-4609-pdb.3.g044","title":"Curvelet Denoising of 4D Seismic","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Curvelet; Geology; Field (mathematics); Computer science; Seismology; Artificial intelligence","score_opus":0.012424501476395127,"score_gpt":0.21047851102866075,"score_spread":0.19805400955226563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211081889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9193984,0.00019541012,0.036819078,0.0011150243,0.000138244,0.000057831065,0.000009734875,0.0001657074,0.04210056],"genre_scores_gemma":[0.98804396,0.000017618251,0.0098228315,0.0018741023,0.000018855477,6.039544e-8,0.000010771924,0.0000012007099,0.00021059709],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995707,0.00001170115,0.000105591556,0.00009146148,0.00010591356,0.000114598326],"domain_scores_gemma":[0.9997962,0.000020451895,0.000032229796,0.00009606902,0.000018818266,0.000036203335],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012344745,0.000050269235,0.000074669624,0.00005726544,0.00005473983,0.000016087783,0.00010563598,0.000018700133,0.0009757649],"category_scores_gemma":[0.000013301289,0.0000391531,0.000030317573,0.00010520856,0.00007296122,0.000113227325,0.0000042710417,0.000049238566,0.000103901264],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000463891,0.000075865755,0.31923833,0.00007613274,0.000038865557,0.00003083521,0.0008819029,0.022372685,0.0013410466,0.0039222618,0.032372482,0.6196032],"study_design_scores_gemma":[0.0017791941,0.0005736154,0.11564655,0.00023114732,0.000039130184,0.00015740257,0.0012767204,0.0966324,0.57251644,0.0913992,0.118795015,0.00095317437],"about_ca_topic_score_codex":0.0182494,"about_ca_topic_score_gemma":0.000048902537,"teacher_disagreement_score":0.61865,"about_ca_system_score_codex":0.0000022863649,"about_ca_system_score_gemma":0.000038321814,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W4211114783","doi":"10.1190/tle23080726.1","title":"Sneak Previews","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Reflection (computer programming); Zhàng; Wavelet; Computer science; Artificial intelligence; Remote sensing; Telecommunications; Operations research; Engineering; Geology; Geography; Advertising; Business; Archaeology","score_opus":0.02878346091457648,"score_gpt":0.24507076776202352,"score_spread":0.21628730684744704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211114783","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29229409,0.009015581,0.005701163,0.032478865,0.0021241503,0.0006477304,0.000018960927,0.0011367981,0.65658265],"genre_scores_gemma":[0.9885013,0.00024008239,0.0012800202,0.0063588894,0.00016095673,7.8504064e-7,0.00000879303,0.000002604578,0.00344657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995543,0.000031117735,0.000083025356,0.00009705267,0.00008491749,0.00014962343],"domain_scores_gemma":[0.9997127,0.000039702863,0.00002904633,0.0001776015,0.0000084351095,0.00003249412],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030636945,0.000060508355,0.0000760984,0.000024900584,0.00014250493,0.000032426342,0.00023416104,0.000020340696,0.0003875396],"category_scores_gemma":[0.000030342944,0.00003460427,0.00003830068,0.0001055374,0.00006914012,0.000090467904,0.000006711569,0.00010660721,0.003286451],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010754252,0.00001469674,0.012898481,0.000029380395,0.00001403887,0.000008824648,0.0014957343,0.00050680345,0.00022275429,0.0017215414,0.25774565,0.72533137],"study_design_scores_gemma":[0.00011579186,0.000043999913,0.0037103165,0.00005512262,0.000009779761,0.000025435793,0.000056898607,0.0007018912,0.004852429,0.009668938,0.98064226,0.00011715494],"about_ca_topic_score_codex":0.0007858609,"about_ca_topic_score_gemma":0.000022625365,"teacher_disagreement_score":0.7252142,"about_ca_system_score_codex":0.000004175367,"about_ca_system_score_gemma":0.000016843334,"threshold_uncertainty_score":0.99748963},"labels":[],"label_agreement":null},{"id":"W4211124940","doi":"10.3997/2214-4609-pdb.3.b029","title":"Identifying Productive Fractures in the Narraway Gas Field Using the Envelope of Seismic Anisotropy","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Geology; Envelope (radar); Foothills; Natural gas field; Fracture (geology); Field (mathematics); Enhanced Data Rates for GSM Evolution; Seismology; Interpretation (philosophy); Mining engineering; Petrology; Natural gas; Geotechnical engineering; Computer science; Engineering; Physics; Optics; Aerospace engineering; Telecommunications; Mathematics","score_opus":0.024406660974790943,"score_gpt":0.2664651091803834,"score_spread":0.24205844820559247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211124940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97253793,0.00034609012,0.012588785,0.008531877,0.00019485952,0.00023560213,0.0000032196092,0.00004019998,0.005521457],"genre_scores_gemma":[0.98990184,0.000041134066,0.0039974465,0.005951002,0.000051542414,5.4729264e-7,0.0000036570473,0.0000016781182,0.000051179057],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928117,0.000076554825,0.0001492423,0.00014576278,0.00019214147,0.00015515412],"domain_scores_gemma":[0.99958974,0.00010980339,0.000062870626,0.00019910968,0.00002392212,0.000014569327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041835854,0.00007991487,0.0000896039,0.000062763516,0.00015018518,0.000040578932,0.00031314808,0.000028431854,0.00037861234],"category_scores_gemma":[0.000060192546,0.0000388898,0.00003798403,0.00022460776,0.00009241436,0.00017540078,0.000010915061,0.00017995088,0.000010915529],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003159665,0.00025240297,0.3546221,0.00017097854,0.0001364719,0.00011565236,0.09625687,0.0762944,0.0074770143,0.0031709867,0.048090424,0.41309676],"study_design_scores_gemma":[0.00095754117,0.00042796595,0.13053647,0.00028725376,0.000055734337,0.0002550174,0.04746189,0.028077144,0.6603284,0.10780558,0.023115283,0.0006917487],"about_ca_topic_score_codex":0.027258178,"about_ca_topic_score_gemma":0.0002171711,"teacher_disagreement_score":0.65285134,"about_ca_system_score_codex":0.000005181196,"about_ca_system_score_gemma":0.000049856735,"threshold_uncertainty_score":0.9792194},"labels":[],"label_agreement":null},{"id":"W4211192414","doi":"10.1017/9781108601740.003","title":"Stress, Strain, and Seismic Waves","year":2019,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mechanical wave; Rayleigh wave; Longitudinal wave; Physics; Love wave; Classical mechanics; Seismic wave; Mechanics; Isotropy; Shear waves; Strain energy density function; Helmholtz equation; Energy flux; Wave propagation; Infinitesimal strain theory; Dispersive body waves; Plane wave; Geophysics; Geology; Shear (geology); Optics; Boundary value problem","score_opus":0.015154142397973693,"score_gpt":0.17498989818654825,"score_spread":0.15983575578857456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211192414","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000457562,0.00047974262,0.00011112482,0.000054117096,0.00021904346,0.0002487381,0.0030900678,0.0001934464,0.99514616],"genre_scores_gemma":[0.0055206874,0.0005121292,0.00014334724,0.00056264177,0.00007585079,2.6884717e-8,0.00040233176,0.000012665516,0.9927703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988994,0.000028395214,0.00013155381,0.00046824687,0.00021604216,0.00025638772],"domain_scores_gemma":[0.9992316,0.00006867624,0.00014079922,0.00034896276,0.00005691726,0.00015306927],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008228011,0.00030520497,0.00031281624,0.0001618017,0.00015891048,0.00006323267,0.0003410613,0.00027295682,0.00007371124],"category_scores_gemma":[0.00000428184,0.0003212212,0.00010501755,0.0000056949984,0.0003091721,0.00012980032,0.00007760059,0.00040233848,0.00006537868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016949508,0.000009746488,0.0008439385,0.0004932304,0.00029862908,0.00058607856,0.00015592182,0.000053957992,0.000021442756,0.3105555,0.48115504,0.20565702],"study_design_scores_gemma":[0.0002375673,0.00006774071,0.0003589421,0.0001679311,0.00008424732,0.000022989545,0.00006541179,0.002752215,0.00013177496,0.00003978091,0.99566305,0.00040836012],"about_ca_topic_score_codex":0.0016401813,"about_ca_topic_score_gemma":0.000005000564,"teacher_disagreement_score":0.514508,"about_ca_system_score_codex":0.000015197632,"about_ca_system_score_gemma":0.00009731619,"threshold_uncertainty_score":0.999924},"labels":[],"label_agreement":null},{"id":"W4211198224","doi":"10.1017/9781108601740.011","title":"Plane Waves in Anelastic Media","year":2019,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dispersion (optics); Physics; Plane wave; Wave propagation; Classical mechanics; Plane (geometry); Dispersion relation; Reflection (computer programming); Mechanics; Optics; Mathematics; Geometry; Computer science","score_opus":0.017926974235827512,"score_gpt":0.17283569785207104,"score_spread":0.15490872361624353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211198224","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00090882124,0.00019107496,0.000044508437,0.000022386732,0.00042976442,0.00021329116,0.0005099329,0.00014603062,0.9975342],"genre_scores_gemma":[0.014660072,0.00019672229,0.00011229745,0.0002618661,0.00008215626,3.364752e-8,0.00037987262,0.000011395751,0.9842956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998843,0.000034211665,0.00016371351,0.0004227489,0.00025195014,0.00028433374],"domain_scores_gemma":[0.9991824,0.00019655137,0.00012562462,0.00033424242,0.000036787475,0.00012439008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010862853,0.00028108628,0.0003494356,0.00031969245,0.0000687325,0.000030712512,0.00044879343,0.00029454342,0.00013737635],"category_scores_gemma":[0.000012082332,0.00029828885,0.000099858655,0.000010237102,0.00019181678,0.00010206385,0.00005593517,0.0004924558,0.00022852478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005503357,0.000020796157,0.0023655642,0.00042498563,0.00017770234,0.0022863569,0.00040597818,0.00012382146,0.000020771136,0.37422234,0.56229866,0.057102703],"study_design_scores_gemma":[0.00036063878,0.000056662655,0.000845977,0.00022271607,0.00004771257,0.000019200235,0.000049240974,0.0012359606,0.00011904615,0.00003221407,0.99658734,0.00042332304],"about_ca_topic_score_codex":0.0031039459,"about_ca_topic_score_gemma":0.000032511554,"teacher_disagreement_score":0.43428868,"about_ca_system_score_codex":0.000028599434,"about_ca_system_score_gemma":0.00011201549,"threshold_uncertainty_score":0.99994695},"labels":[],"label_agreement":null},{"id":"W4211206864","doi":"10.1017/9781108601740.005","title":"Surface Waves, Head Waves, and Normal Modes","year":2019,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Rayleigh wave; Love wave; Mechanical wave; Longitudinal wave; Surface wave; Gravity wave; Physics; Wave propagation; Lamb waves; Internal wave; Shear waves; Geology; Mechanics; Optics; Shear (geology)","score_opus":0.02129317243942938,"score_gpt":0.18764719781062994,"score_spread":0.16635402537120056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211206864","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034464968,0.000856983,0.000112704874,0.000041744126,0.00019288213,0.00026587804,0.0006701188,0.00020288017,0.9942103],"genre_scores_gemma":[0.01739353,0.0006708184,0.0004901075,0.00036738993,0.000060324957,1.818615e-8,0.00021895621,0.000014478745,0.98078436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872535,0.000038387105,0.00015192627,0.0005096073,0.0002557355,0.00031897024],"domain_scores_gemma":[0.9991297,0.00008021189,0.0001390905,0.00039428202,0.000066265515,0.00019043118],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012545714,0.00034406738,0.00036665687,0.00012684762,0.00020829166,0.00006851654,0.00037240624,0.00030525532,0.000074218435],"category_scores_gemma":[0.0000038895805,0.00036303006,0.00011665486,0.0000075330454,0.00031049165,0.00019313338,0.00010888737,0.00044799084,0.00007593389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047905845,0.000014897429,0.0011190757,0.00051764806,0.00034242403,0.0006210456,0.00019546175,0.00016853982,0.0000661945,0.35482502,0.54657847,0.09507214],"study_design_scores_gemma":[0.00031953008,0.00008873162,0.00020332226,0.00014543763,0.00008133107,0.000036337577,0.000042072643,0.00692692,0.0003544843,0.0000202137,0.9912997,0.00048191252],"about_ca_topic_score_codex":0.0053993217,"about_ca_topic_score_gemma":0.000013575099,"teacher_disagreement_score":0.44472122,"about_ca_system_score_codex":0.000021535196,"about_ca_system_score_gemma":0.00010641257,"threshold_uncertainty_score":0.99988216},"labels":[],"label_agreement":null},{"id":"W4211262501","doi":"10.1017/9781108601740.006","title":"Waves in Heterogeneous Media","year":2019,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Eikonal equation; Ray tracing (physics); Seismic wave; Homogeneous; Geology; Dispersive body waves; Wave equation; Position (finance); Seismic migration; Offset (computer science); Seismology; Geophysics; Refraction; Diffraction; Wave propagation; Seismic exploration; Physics; Optics; Computer science; Mathematics; Mathematical analysis; Statistical physics","score_opus":0.01893609735797612,"score_gpt":0.17794604949721352,"score_spread":0.1590099521392374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211262501","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010549359,0.00032902684,0.000025604299,0.000020922867,0.00036992016,0.0002198025,0.00035074822,0.00014446641,0.99748456],"genre_scores_gemma":[0.015242671,0.0002675316,0.000112377726,0.00036908773,0.000070081274,3.49773e-8,0.00019866372,0.000012141675,0.9837274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887353,0.000034580004,0.00015721834,0.00042553287,0.00023494728,0.00027420893],"domain_scores_gemma":[0.9992485,0.00010384469,0.00011880694,0.0003721562,0.00003993458,0.00011675532],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009875294,0.00027258895,0.0003302946,0.0002790991,0.00006760711,0.000031207575,0.00046259194,0.0002879742,0.00011263844],"category_scores_gemma":[0.0000070483784,0.0002942057,0.00013625315,0.000008482007,0.00017233587,0.00008678056,0.000063268584,0.00040714012,0.00017569927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005990395,0.000028255721,0.0022448695,0.0004424043,0.0002979881,0.0047993353,0.0005315154,0.00030787726,0.00002675813,0.3256939,0.48793653,0.17709151],"study_design_scores_gemma":[0.00026908988,0.000043829314,0.00019381098,0.00013744985,0.00003407583,0.00002615438,0.00002366146,0.0014456244,0.00026702133,0.000027133516,0.9971498,0.0003823337],"about_ca_topic_score_codex":0.0029806774,"about_ca_topic_score_gemma":0.000032982192,"teacher_disagreement_score":0.50921327,"about_ca_system_score_codex":0.00003024425,"about_ca_system_score_gemma":0.000095217205,"threshold_uncertainty_score":0.999951},"labels":[],"label_agreement":null},{"id":"W4212931986","doi":"10.4133/1.2963250","title":"VSP and Well Logs from a Shallow Test Well","year":2008,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2008","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Geophone; Drilling; Well logging; Oil shale; Hydrogeology; Seismology; Geophysics; Geotechnical engineering; Paleontology; Engineering","score_opus":0.0045315169491238205,"score_gpt":0.14855559382113045,"score_spread":0.14402407687200663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212931986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937061,0.00021448142,0.002368774,0.0010403038,0.000035385212,0.00033737934,0.00008245636,0.0000707523,0.002144388],"genre_scores_gemma":[0.997969,0.000510403,0.00077419577,0.0004675687,0.000034421315,0.000009687888,0.000062516025,0.0000068458635,0.0001653975],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993843,0.000008297812,0.00012857477,0.00021795621,0.0001306077,0.00013030211],"domain_scores_gemma":[0.9995758,0.00010687743,0.000045707322,0.0001943945,0.0000029007133,0.00007433522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006287339,0.00012511856,0.00011176799,0.000034084533,0.00010691593,0.000010468043,0.00011768688,0.000035520556,0.000042454987],"category_scores_gemma":[0.000002609612,0.000098763805,0.000023295353,0.000062517676,0.000094005576,0.00006040941,0.000021953483,0.00009451418,0.00013034129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011740006,0.0005769051,0.24679936,0.0001839354,0.00014893053,0.000008326617,0.0041261693,0.12857062,0.54341775,0.0009603999,0.012570453,0.06251974],"study_design_scores_gemma":[0.00076380436,0.00085754576,0.30191258,0.00012227273,0.00005114158,0.0000447766,0.00025485858,0.5004461,0.065184385,0.002377187,0.12700304,0.0009822979],"about_ca_topic_score_codex":0.0012606935,"about_ca_topic_score_gemma":0.0000017041473,"teacher_disagreement_score":0.47823337,"about_ca_system_score_codex":0.000005207258,"about_ca_system_score_gemma":0.000003058758,"threshold_uncertainty_score":0.4027471},"labels":[],"label_agreement":null},{"id":"W4213211016","doi":"10.1109/tgrs.2022.3151883","title":"Seismic Facies Analysis: A Deep Domain Adaptation Approach","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Computer science; Domain (mathematical analysis); Convolution (computer science); Block (permutation group theory); Artificial intelligence; Domain adaptation; Pattern recognition (psychology); Pixel; Deep learning; Convolutional neural network; Artificial neural network; Remote sensing; Geology; Mathematics","score_opus":0.016167885834133946,"score_gpt":0.20820597070033137,"score_spread":0.19203808486619742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213211016","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14375554,0.000062358355,0.85471094,0.0002914173,0.00021501284,0.00008764429,0.000020840998,0.0001049788,0.0007512429],"genre_scores_gemma":[0.9222194,0.000047007165,0.076387376,0.00097030087,0.000010940545,9.730715e-8,0.000011640572,0.0000025813604,0.0003506793],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987726,0.00012465037,0.00015298334,0.00035562168,0.00034999358,0.00024412676],"domain_scores_gemma":[0.9996299,0.00005255059,0.000058178088,0.00015859191,0.000021712898,0.00007908019],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004079397,0.000116747535,0.00014299167,0.0004382202,0.0013657601,0.000079058635,0.000114301474,0.000029794623,0.00008015309],"category_scores_gemma":[0.0000022524705,0.000104336745,0.00008890209,0.0011488663,0.00018103293,0.00018598074,0.0000013058386,0.00024034081,0.000007827769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017712893,0.00001033783,0.000026842843,0.0000038517687,0.00002525538,0.0000044158187,0.0015527889,0.19604225,0.000058026977,9.680481e-7,0.000018861334,0.8022387],"study_design_scores_gemma":[0.00009290047,0.000084029016,0.00083655515,0.0000041028743,0.00006365667,0.000075551434,0.0056831497,0.9910768,0.00032508234,0.00035701456,0.001256871,0.00014424227],"about_ca_topic_score_codex":0.0075651356,"about_ca_topic_score_gemma":0.00012909302,"teacher_disagreement_score":0.80209446,"about_ca_system_score_codex":0.000013989518,"about_ca_system_score_gemma":0.00003481864,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W4213239089","doi":"10.1111/1365-2478.13191","title":"A physics‐guided neural network‐based approach to velocity model calibration for microseismic data","year":2022,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Artificial neural network; Microseism; Calibration; Scaling; Synthetic data; Operator (biology); Computer science; Algorithm; Geophysics; Physics; Artificial intelligence; Geology; Mathematics; Seismology; Geometry","score_opus":0.06500225388042018,"score_gpt":0.26339428524748637,"score_spread":0.19839203136706618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213239089","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25164616,0.000053809723,0.7401491,0.0018766728,0.00049081416,0.0016892719,0.00085868075,0.0007085923,0.0025269103],"genre_scores_gemma":[0.93247646,2.2151535e-7,0.06035312,0.0053381375,0.00047014904,0.00003215564,0.0011763668,0.000011243601,0.00014217237],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984101,0.000065031956,0.00021308823,0.0005950293,0.00027948403,0.00043728793],"domain_scores_gemma":[0.9992222,0.000099687575,0.000098142766,0.00045016815,0.000034079058,0.00009569352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004384178,0.00015730692,0.00019925591,0.00003310691,0.00091460964,0.000096719436,0.0005870932,0.000025938114,0.000030912783],"category_scores_gemma":[0.000047939597,0.0001558472,0.00007419501,0.00036772082,0.000039249313,0.0002962454,0.00015879552,0.00027237384,0.000008370939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000570092,0.000063299194,0.0014404842,0.0000210541,0.0000074816408,5.5932964e-7,0.00014396274,0.93731505,0.00019287333,0.00025877665,0.042877004,0.017622458],"study_design_scores_gemma":[0.00023908635,0.00009622978,0.00040426673,0.0000040257464,0.000013067389,0.0000024828148,0.00006873387,0.98983467,0.00039932807,0.0074909874,0.0012357197,0.0002114019],"about_ca_topic_score_codex":0.0016283523,"about_ca_topic_score_gemma":0.0000036472952,"teacher_disagreement_score":0.68083024,"about_ca_system_score_codex":0.000021692473,"about_ca_system_score_gemma":0.000077131204,"threshold_uncertainty_score":0.70345306},"labels":[],"label_agreement":null},{"id":"W4214759023","doi":"10.22564/17cisbgf2021.378","title":"Velocity-strain relations from hydrostatic measurements on multiple lithologies","year":2021,"lang":"en","type":"article","venue":"Proceeding of the 17th International Congress of the Brazilian Geophysical","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"Petrobras","keywords":"Lithology; Geology; Hydrostatic equilibrium; Strain (injury); Hydrostatic pressure; Petrology; Mechanics; Physics","score_opus":0.03125909384562861,"score_gpt":0.2496274318253906,"score_spread":0.218368337979762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214759023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98771906,0.00003795049,0.000024709636,0.0055485074,0.0014600167,0.000119624354,0.00037154174,0.000031246916,0.0046873447],"genre_scores_gemma":[0.9976021,0.0000026945827,0.00082112884,0.00043975032,0.00007173689,0.0000015425377,0.000032775883,0.0000034516625,0.0010248157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886876,0.000058324644,0.00023091902,0.00018337162,0.00054252136,0.0001160837],"domain_scores_gemma":[0.99908155,0.00026153965,0.0002203069,0.00019264541,0.00021667963,0.000027249824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015756322,0.00009957835,0.000138682,0.000036747493,0.00013505077,0.000031939042,0.0006995262,0.000035483437,0.00017971067],"category_scores_gemma":[0.0010957395,0.00006279317,0.00013774908,0.00015349509,0.00024973467,0.00013532618,0.0000872759,0.00018993934,0.000019969759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066767374,0.00012802905,0.9623616,0.00002464245,0.00016054549,0.0000011874829,0.0005389342,0.0007700156,0.00634415,0.00055080396,0.020872552,0.008180772],"study_design_scores_gemma":[0.0003668367,0.000037109414,0.78399116,0.00032161674,0.000034952667,0.0000027248543,0.0002951216,0.029530426,0.16468327,0.019716838,0.0008959147,0.0001240321],"about_ca_topic_score_codex":0.0005529975,"about_ca_topic_score_gemma":0.000015604555,"teacher_disagreement_score":0.17837043,"about_ca_system_score_codex":0.000011342226,"about_ca_system_score_gemma":0.00006087251,"threshold_uncertainty_score":0.2560631},"labels":[],"label_agreement":null},{"id":"W4214873677","doi":"10.1190/1.1851201","title":"Three‐term amplitude‐versus‐offset (avo) inversion revisited by curvelet and wavelet transforms","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wavelet; Amplitude; Offset (computer science); Term (time); Curvelet; Inversion (geology); Amplitude versus offset; Geology; Wavelet transform; Geophysics; Computer science; Physics; Optics; Seismology; Artificial intelligence; Astronomy","score_opus":0.016234349665649683,"score_gpt":0.2218036881101114,"score_spread":0.2055693384444617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214873677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469747,0.0012579816,0.019644681,0.005749051,0.00039844876,0.0005110954,0.0003422883,0.0006913396,0.024430443],"genre_scores_gemma":[0.9906398,0.0007591864,0.0037482642,0.004075496,0.000045144734,8.989717e-7,0.0005673034,0.0000059671224,0.00015795037],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988955,0.000019848285,0.0001984464,0.0003303616,0.00024376927,0.00031206573],"domain_scores_gemma":[0.9995187,0.00003806272,0.0000460186,0.00018945044,0.000029047302,0.00017871235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002477558,0.00018112028,0.00018304032,0.00009889198,0.00019490728,0.000089264526,0.00018595335,0.00010098655,0.0014486387],"category_scores_gemma":[0.000018818033,0.00013538108,0.00005696742,0.00019567135,0.00013833221,0.00041875223,0.000012558656,0.00017277263,0.00017989053],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027741655,0.0000663442,0.054567557,0.00009293398,0.00004681549,0.000024321884,0.0005427589,0.000021838361,0.00054046646,0.0008934339,0.30846244,0.63446367],"study_design_scores_gemma":[0.015445835,0.0032051245,0.12979962,0.0004819207,0.0001776325,0.00014491139,0.0013384335,0.038227636,0.02965941,0.032246068,0.7459236,0.0033498458],"about_ca_topic_score_codex":0.007074719,"about_ca_topic_score_gemma":0.00021668455,"teacher_disagreement_score":0.6311138,"about_ca_system_score_codex":0.000011814774,"about_ca_system_score_gemma":0.000029606359,"threshold_uncertainty_score":0.9995372},"labels":[],"label_agreement":null},{"id":"W4220696876","doi":"10.5194/egusphere-egu22-3326","title":"Deep seismic reflection profile with big-size dynamite shots reveals Moho and mantle reflection: tracking continental evolution","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Dynamite; Crust; Mantle (geology); Seismology; Subduction; Transition zone; Continental crust; Tectonics; Paleontology; Geochemistry","score_opus":0.019164499183202958,"score_gpt":0.24665230302767155,"score_spread":0.2274878038444686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220696876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8433557,0.0018321214,0.03005861,0.0013931188,0.0027739874,0.0017219549,0.00017988459,0.0015819988,0.1171026],"genre_scores_gemma":[0.9858904,0.00019601017,0.0050826757,0.00066657795,0.00019843622,0.000026576346,0.00046944106,0.000016936254,0.0074529513],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99783826,0.00023457852,0.0003501003,0.0007773279,0.0004389064,0.00036084472],"domain_scores_gemma":[0.99914247,0.00009290381,0.00024283818,0.00033206912,0.00007664149,0.00011310218],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006043538,0.0003447012,0.000379835,0.000257083,0.00054354797,0.00018955578,0.0002142275,0.00020918011,0.0038200528],"category_scores_gemma":[0.00003966289,0.00028447123,0.00008962593,0.00030808034,0.0001259286,0.0002587143,0.0000992963,0.00081301987,0.00002881959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012270662,0.00010325094,0.5574392,0.0007838077,0.00027781396,0.00010030606,0.0010088829,0.011607657,0.0010088992,0.00007376694,0.024276486,0.40209284],"study_design_scores_gemma":[0.0011836244,0.001536578,0.2019393,0.00035102,0.0002358933,0.00071138167,0.0016826054,0.7683245,0.0022500847,0.004265948,0.016009372,0.0015097186],"about_ca_topic_score_codex":0.011204504,"about_ca_topic_score_gemma":0.00053381437,"teacher_disagreement_score":0.7567168,"about_ca_system_score_codex":0.000095141746,"about_ca_system_score_gemma":0.00007455235,"threshold_uncertainty_score":0.9999607},"labels":[],"label_agreement":null},{"id":"W4220700828","doi":"10.1190/geo2022-0301-disc.1","title":"Reply to comments on “Imaging the Aquistore reservoir after 36 kilotonnes of CO2 injection using distributed acoustic sensing” (K. Harris, D. J. White, and C. Samson, 2017, G <scp>eophysics</scp> , <b>82</b> , no. 6, M81–M96) and “Initial 4D seismic results after CO2 injection start-up at the Aquistore storage site” (L. A. N. Roach, D. J. White, B. Roberts, and D. Angus, 2017, G <scp>eophysics</scp> , <b>82</b> , no. 3, B95–B107)","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Geological Survey of Canada","funders":"","keywords":"Geology; White (mutation); Seismology; Geophysics; Chemistry","score_opus":0.011736274669795776,"score_gpt":0.21913365132960447,"score_spread":0.2073973766598087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220700828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98845893,0.0010621962,0.0009892333,0.0007228616,0.0019199766,0.001234137,0.0048636813,0.00023614822,0.0005128136],"genre_scores_gemma":[0.9881035,0.00015143755,0.0003756711,0.0063282074,0.0008563393,0.000042225387,0.0017696595,0.0000807642,0.0022921986],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99496186,0.00061476586,0.00085799355,0.0013990846,0.0011374824,0.0010287972],"domain_scores_gemma":[0.99616814,0.00090324244,0.00080275175,0.0012133822,0.0005627484,0.00034973078],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010052109,0.0008587057,0.00078523584,0.00030401663,0.0024017189,0.0004736825,0.0004826357,0.00017322345,0.0000365678],"category_scores_gemma":[0.0004574679,0.0007144642,0.00020587457,0.00092242274,0.0008306178,0.000841479,0.0006198729,0.0010844715,0.00005586272],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00221925,0.00035388072,0.056910034,0.00043851088,0.00027304143,0.00019380072,0.01705474,0.030518293,0.002434102,0.0000064439023,0.8838153,0.005782586],"study_design_scores_gemma":[0.0057989517,0.0047528823,0.2313528,0.0010942975,0.0011712909,0.00068096205,0.014334302,0.4074311,0.0030264254,0.001617767,0.32697406,0.0017651401],"about_ca_topic_score_codex":0.010149606,"about_ca_topic_score_gemma":0.00037001952,"teacher_disagreement_score":0.55684125,"about_ca_system_score_codex":0.00023347176,"about_ca_system_score_gemma":0.00016824943,"threshold_uncertainty_score":0.9995307},"labels":[],"label_agreement":null},{"id":"W4220762510","doi":"10.1093/gji/ggac119","title":"Application of an unbalanced optimal transport distance and a mixed L1/Wasserstein distance to full waveform inversion","year":2022,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Inversion (geology); Normalization (sociology); Algorithm; Applied mathematics; Computer science; Mathematical optimization; Mathematics; Geology","score_opus":0.006120044940594535,"score_gpt":0.21440370295396366,"score_spread":0.20828365801336912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220762510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523179,0.00002272403,0.04531984,0.0012457838,0.00029169026,0.00008865354,0.00013405968,0.00002721309,0.00055214117],"genre_scores_gemma":[0.9956816,0.000012383495,0.003333187,0.0005525042,0.0001181852,0.0000032414682,0.00015493187,0.0000034867041,0.00014050539],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989003,0.00004123902,0.00022925236,0.00019778467,0.0004822115,0.00014922525],"domain_scores_gemma":[0.99951345,0.000030510337,0.0001388789,0.0001002882,0.00007548082,0.00014139223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021240435,0.00009371078,0.00013240603,0.000095197065,0.00020145213,0.000028450779,0.00032914907,0.00001923179,0.0002907959],"category_scores_gemma":[0.000009455527,0.00008495226,0.000057709207,0.00015997553,0.00006108386,0.0003216664,0.00002410933,0.00022565483,0.000011436746],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037761754,0.000581602,0.11547474,0.00004881081,0.00015124142,0.00010470415,0.00233221,0.04081122,0.013887467,0.0037538866,0.0050248797,0.81405306],"study_design_scores_gemma":[0.0009768768,0.0010546105,0.18820085,0.00004080174,0.00002565801,0.00017743067,0.001406344,0.73212814,0.0042066285,0.00528097,0.066110976,0.00039073493],"about_ca_topic_score_codex":0.00050178246,"about_ca_topic_score_gemma":0.000026282838,"teacher_disagreement_score":0.81366235,"about_ca_system_score_codex":0.000030220212,"about_ca_system_score_gemma":0.000029281658,"threshold_uncertainty_score":0.34642527},"labels":[],"label_agreement":null},{"id":"W4220919656","doi":"10.1002/nsg.12203","title":"Cooperative inversion of multiphysics data using joint minimum entropy constraints","year":2022,"lang":"en","type":"article","venue":"Near Surface Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Multiphysics; Inverse problem; A priori and a posteriori; Geophysics; Synthetic data; Entropy (arrow of time); Regional geology; Inverse; Geology; Computer science; Hydrogeology; Algorithm; Mathematics; Finite element method; Physics; Seismology; Geotechnical engineering; Geometry; Mathematical analysis","score_opus":0.048360613636864724,"score_gpt":0.24560744329758036,"score_spread":0.19724682966071563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220919656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996879,0.00007234715,0.00058322394,0.0001441108,0.00035071562,0.00017087715,0.001103123,0.00006169824,0.00063491164],"genre_scores_gemma":[0.9866007,0.000016944688,0.012277821,0.00052628294,0.000033941455,2.0712291e-7,0.00046090237,0.0000063091293,0.00007691301],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986541,0.00016697115,0.00021541135,0.00032513292,0.00040030043,0.0002380826],"domain_scores_gemma":[0.9991052,0.00009426035,0.00016461506,0.00049638713,0.00007261664,0.00006689882],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027081821,0.00014087408,0.0002298612,0.00002181609,0.00041753895,0.000034007324,0.00044812495,0.000028880535,0.0011712337],"category_scores_gemma":[0.000029319133,0.00013941723,0.000054586937,0.0002977815,0.0003460892,0.00029162253,0.00020860542,0.00024865346,0.000057999285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051843113,0.00087461167,0.13208207,0.00025916687,0.00043066245,0.00012494923,0.009923109,0.41956866,0.12729974,0.00084498,0.11379443,0.19427918],"study_design_scores_gemma":[0.00034213514,0.00014535378,0.0008580038,0.000015214499,0.000024786385,0.0000050598833,0.001267744,0.98231775,0.0094945645,0.00041177918,0.004918006,0.00019959582],"about_ca_topic_score_codex":0.0042884387,"about_ca_topic_score_gemma":0.0000039715546,"teacher_disagreement_score":0.5627491,"about_ca_system_score_codex":0.000014356314,"about_ca_system_score_gemma":0.00019067063,"threshold_uncertainty_score":0.99974185},"labels":[],"label_agreement":null},{"id":"W4220921653","doi":"10.2118/208901-ms","title":"Profile Ultrasonic Velocity Measurements Performed on Slabbed Core: Implications for High-Resolution Permeability Prediction in Low-Permeability Rocks","year":2022,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sonic logging; Permeability (electromagnetism); Geology; Repeatability; Well logging; Ultrasonic sensor; Calibration; Acoustics; Mineralogy; Soil science; Petroleum engineering","score_opus":0.040174243538513565,"score_gpt":0.25097265190659523,"score_spread":0.21079840836808167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220921653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99265915,0.000019274356,0.0012357127,0.0012241915,0.00032251823,0.0013186005,0.0008538137,0.00025818078,0.0021085467],"genre_scores_gemma":[0.996694,0.000004242508,0.0010155734,0.0007266168,0.000039726427,0.0001887537,0.0010517859,0.0000050771046,0.00027420957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982304,0.00016363293,0.00035974683,0.00051769085,0.0003628985,0.0003656498],"domain_scores_gemma":[0.99916667,0.00018203918,0.00009630028,0.0003654702,0.000105189465,0.00008433186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014132969,0.00015549926,0.00017684183,0.00013079327,0.0007109769,0.000026256641,0.00026080426,0.00006491301,0.0034558172],"category_scores_gemma":[0.0002621556,0.00014269302,0.00007687075,0.0003435193,0.00008637682,0.00020901013,0.000021023194,0.0002786108,0.000030515175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002819668,0.0002577388,0.95187545,0.000045897075,0.000010614382,1.233613e-7,0.00019030979,0.0070407502,0.00044944062,0.00004535674,0.0133493645,0.026453018],"study_design_scores_gemma":[0.0006208349,0.00049639127,0.8497478,0.000011037686,0.000010364881,0.0000025253073,0.0001840702,0.14271319,0.003275668,0.0018676649,0.00089983694,0.00017062957],"about_ca_topic_score_codex":0.005238252,"about_ca_topic_score_gemma":0.00029751853,"teacher_disagreement_score":0.13567244,"about_ca_system_score_codex":0.0002217193,"about_ca_system_score_gemma":0.00016487362,"threshold_uncertainty_score":0.9974552},"labels":[],"label_agreement":null},{"id":"W4220953072","doi":"10.5194/egusphere-egu22-10995","title":"Seismic attributes in unconsolidated near-surface sediments","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Geology; Reflection (computer programming); Surface wave; Shear (geology); Seismology; Seismic wave; Sinkhole; Mineralogy; Petrology; Paleontology","score_opus":0.02475287735862329,"score_gpt":0.2466902963184112,"score_spread":0.2219374189597879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220953072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9660498,0.0007036874,0.00027090978,0.0024748698,0.0013192749,0.0004445701,0.0004919824,0.0005431385,0.027701758],"genre_scores_gemma":[0.9862359,0.00018082587,0.0039113048,0.0039303806,0.00003053959,0.000003237171,0.0019488933,0.000008375417,0.0037505194],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99811816,0.00019290629,0.00035153577,0.00056540896,0.00037146363,0.0004005278],"domain_scores_gemma":[0.9992043,0.00010643885,0.0001285906,0.00043085922,0.000029352166,0.00010049544],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005533926,0.00026789046,0.000333353,0.00008423083,0.00016356178,0.00014419142,0.0006083049,0.00017293423,0.024896786],"category_scores_gemma":[0.00002894191,0.00024932635,0.00009266015,0.00028970436,0.000093603936,0.000114170514,0.0002693546,0.0009546784,0.00037661017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002664994,0.000033260963,0.6793144,0.000046495574,0.000029430086,0.00004106231,0.00019462901,0.1692943,0.000004871247,0.0000041804064,0.14361334,0.0073973914],"study_design_scores_gemma":[0.00032576083,0.00007287185,0.04299435,0.00007029469,0.000016824115,0.000009693254,0.0003235609,0.77411973,0.00077488617,0.0022401055,0.17849423,0.0005577122],"about_ca_topic_score_codex":0.06709898,"about_ca_topic_score_gemma":0.0001269847,"teacher_disagreement_score":0.63632005,"about_ca_system_score_codex":0.000035057852,"about_ca_system_score_gemma":0.00024864543,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W4220979844","doi":"10.5194/egusphere-egu22-808","title":"Insights into the evolution of mass flow dynamics from the seismic analysis of the 18 March 2007 Mt. Ruapehu, New Zealand lake-breakout lahar","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Lahar; Geology; Crater lake; Breakout; Geomorphology; Hydrology (agriculture); Seismometer; Volcano; Seismology; Geotechnical engineering","score_opus":0.010708396219580576,"score_gpt":0.21726409224431212,"score_spread":0.20655569602473153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220979844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81287086,0.008895595,0.07059255,0.033204813,0.0056906845,0.002708664,0.0061662993,0.00046326936,0.05940728],"genre_scores_gemma":[0.9869981,0.0005057217,0.0016406294,0.0016687082,0.00014003903,0.000004201853,0.001973397,0.00000991818,0.0070592975],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99745655,0.00054567214,0.00053302373,0.0004615387,0.00076719647,0.00023599822],"domain_scores_gemma":[0.9975401,0.0005722531,0.00044985663,0.0012740222,0.00009740131,0.000066326094],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000655389,0.00027347566,0.00048200076,0.00024395222,0.0003033832,0.00006532102,0.0018294129,0.00018325433,0.010222045],"category_scores_gemma":[0.0000623166,0.00013074983,0.0004713033,0.0009850386,0.00031869265,0.00008109391,0.00038429408,0.0008425672,0.000018179182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012479491,0.000043855056,0.5266173,0.000048514004,0.0018438431,0.0000029173777,0.0046720337,0.20433505,0.000029270137,0.00015573062,0.22158541,0.040541306],"study_design_scores_gemma":[0.00010599392,0.000027891307,0.11968061,0.000037196605,0.0006831365,5.526297e-7,0.0015890127,0.8325221,0.000064521824,0.010948393,0.03416712,0.00017347885],"about_ca_topic_score_codex":0.46853593,"about_ca_topic_score_gemma":0.042078655,"teacher_disagreement_score":0.62818706,"about_ca_system_score_codex":0.00006641872,"about_ca_system_score_gemma":0.00040789958,"threshold_uncertainty_score":0.9906827},"labels":[],"label_agreement":null},{"id":"W4220992689","doi":"10.1190/geo2020-0961.1","title":"Parabolic fitting method for quality factor estimation","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Logarithm; Mathematics; Range (aeronautics); Offset (computer science); Centroid; Wavelet; Mathematical analysis; Amplitude; Algorithm; Statistics; Computer science; Geometry; Optics; Physics","score_opus":0.03615231098601285,"score_gpt":0.3089926379804402,"score_spread":0.27284032699442734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220992689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5671381,0.0001432328,0.42475688,0.0014431498,0.0008621416,0.0005194325,0.000851573,0.0004637349,0.0038217586],"genre_scores_gemma":[0.8719162,0.0000025278403,0.12501791,0.0023605002,0.000091191374,0.000010524018,0.000286399,0.0000035050232,0.0003112309],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993161,0.00009903936,0.00012289267,0.00014922026,0.0001588323,0.00015391594],"domain_scores_gemma":[0.9995219,0.00022722674,0.00008003211,0.000119454104,0.000020848274,0.0000305282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036000344,0.00006327955,0.000097515585,0.000028587487,0.0003607425,0.000023642915,0.00012678062,0.00001378372,0.00044460135],"category_scores_gemma":[0.000045252942,0.00006165106,0.000057549132,0.000119388205,0.000013515108,0.00010692304,0.000014107374,0.00009451031,0.000028868526],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019862484,0.000014287817,0.0055231033,0.000021004076,0.000008267743,4.063159e-7,0.00048120276,0.0033569108,0.00012433484,0.0009430842,0.006200635,0.9833069],"study_design_scores_gemma":[0.00026686332,0.00014402505,0.047414634,0.0000040792293,0.00001244646,0.0000032651083,0.00043505995,0.7986685,0.0019953847,0.0759306,0.074868284,0.00025686232],"about_ca_topic_score_codex":0.0030869788,"about_ca_topic_score_gemma":0.000003227842,"teacher_disagreement_score":0.98305005,"about_ca_system_score_codex":0.0000055376718,"about_ca_system_score_gemma":0.000027405224,"threshold_uncertainty_score":0.4868073},"labels":[],"label_agreement":null},{"id":"W4221032200","doi":"10.1111/1365-2478.13196","title":"In search of the vibroseis first arrival","year":2022,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bayer (Canada)","funders":"","keywords":"Seismic vibrator; Geology; Wavelet; Arrival time; Seismology; Energy (signal processing); Waveform; Noise (video); Geodesy; Computer science; Statistics; Telecommunications; Mathematics","score_opus":0.010851006543199999,"score_gpt":0.21209484550164426,"score_spread":0.20124383895844425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221032200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99280775,0.00002732087,0.000015793348,0.0015017935,0.00021616615,0.000121292076,0.000012852472,0.000032109703,0.0052649495],"genre_scores_gemma":[0.99899757,9.747e-7,0.00013084942,0.00048086492,0.000059977185,0.0000017183961,0.0000021723267,0.0000019800216,0.00032389554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992275,0.000060939878,0.00011892022,0.0001437183,0.0002720506,0.00017686163],"domain_scores_gemma":[0.99970263,0.00008327001,0.000040935225,0.00014145041,0.000010784077,0.000020929347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025249476,0.00005228008,0.00008961166,0.000036351412,0.0003147215,0.000011021122,0.00025893474,0.000010520059,0.00071625796],"category_scores_gemma":[0.000032055774,0.000038565013,0.00005344621,0.00039626763,0.00006908093,0.00007670718,0.00007894363,0.00030566452,0.000019308383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043574557,0.00008815955,0.96739596,0.000035490517,0.0000072038024,0.000010123505,0.0021125446,0.0073100473,0.00067804556,0.0008003393,0.0038655964,0.017652893],"study_design_scores_gemma":[0.0004466418,0.00028675297,0.79974127,0.000035200643,0.0000064021065,0.000021054182,0.0017451267,0.14741893,0.019899433,0.017159507,0.012974638,0.00026507318],"about_ca_topic_score_codex":0.011970016,"about_ca_topic_score_gemma":0.000041837422,"teacher_disagreement_score":0.16765474,"about_ca_system_score_codex":0.00001088594,"about_ca_system_score_gemma":0.000023942877,"threshold_uncertainty_score":0.99460936},"labels":[],"label_agreement":null},{"id":"W4221053048","doi":"10.1038/s41598-022-08170-8","title":"Reconstructing high fidelity digital rock images using deep convolutional neural networks","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Geological Survey of Canada; Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Deblurring; Computer science; Artificial intelligence; Convolutional neural network; Noise reduction; Pattern recognition (psychology); Computer vision; Noise (video); Image quality; Digital imaging; Image restoration; Image processing; Digital image; Image (mathematics)","score_opus":0.014792072120816556,"score_gpt":0.21118281163566577,"score_spread":0.1963907395148492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221053048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97644585,0.00040273555,0.008241872,0.0001525608,0.012816325,0.0001583371,0.00004953693,0.00023417365,0.0014986007],"genre_scores_gemma":[0.9970965,8.3045876e-7,0.0016650436,0.00021258843,0.00011029272,0.0000012530767,0.0003830224,0.0000039621523,0.00052651775],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980468,0.000074566226,0.00040634887,0.00058702205,0.0005223296,0.0003629111],"domain_scores_gemma":[0.9991212,0.000059918282,0.00027692737,0.00034988511,0.00008448232,0.00010756851],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010559368,0.000121579404,0.00014132039,0.00013762081,0.0015828116,0.00047177728,0.00018409567,0.000028489143,0.003341945],"category_scores_gemma":[0.000097726974,0.00011831323,0.00008803602,0.00042650197,0.00019959982,0.0005900415,0.00008481806,0.00025069813,0.000010511564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001798894,0.000024987392,0.591656,0.0000086043,0.000017105032,0.00041513846,0.00011708246,0.28603822,0.00016091528,0.0000138440955,0.04309423,0.07843584],"study_design_scores_gemma":[0.000053858294,0.000021408945,0.0033545392,0.000005065362,0.000008037157,0.0018636702,0.000274712,0.9759834,0.0002612486,0.006887964,0.011095549,0.0001905646],"about_ca_topic_score_codex":0.0013284622,"about_ca_topic_score_gemma":0.000005000014,"teacher_disagreement_score":0.68994516,"about_ca_system_score_codex":0.00002751553,"about_ca_system_score_gemma":0.00009544177,"threshold_uncertainty_score":0.999717},"labels":[],"label_agreement":null},{"id":"W4221102740","doi":"10.5194/egusphere-egu22-9373","title":"Variation in induced seismicity productivity by alteration of injection parameters: a comparative case study at three hydraulic fracturing wells in the Kiskatinaw area, British Columbia, Canada","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Induced seismicity; Hydraulic fracturing; Geology; Structural basin; Productivity; Seismology; Geotechnical engineering; Geomorphology","score_opus":0.03328060625000071,"score_gpt":0.23819274905794013,"score_spread":0.20491214280793943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221102740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996599,0.000051666277,0.0002071929,0.00022971688,0.00031796473,0.0019616797,0.00016901625,0.000035913185,0.00042782148],"genre_scores_gemma":[0.9986887,0.0000053081794,0.00014547167,0.0007274179,0.000020351088,0.00005220018,0.0002824555,0.0000042188476,0.00007386215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972544,0.000869556,0.0005291139,0.0006176708,0.00050782156,0.00022147576],"domain_scores_gemma":[0.9988571,0.0002890432,0.00040205396,0.0003618347,0.00005430298,0.00003566729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012997305,0.00018152826,0.00039354368,0.00011316371,0.0002611346,0.00021369992,0.00028043656,0.00009573094,0.00047991154],"category_scores_gemma":[0.00006164813,0.00021247986,0.000041999985,0.00036394986,0.00003972882,0.0002520393,0.00010470991,0.0008460366,6.3276605e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037735837,0.00032373008,0.92659163,0.00005282095,0.000035720932,0.00025528623,0.010051659,0.04426447,0.000020090576,7.402221e-8,0.010255618,0.008111155],"study_design_scores_gemma":[0.00048484208,0.00042586515,0.83236676,0.00007465529,0.000032039596,0.00030236083,0.013097288,0.15172684,0.0003681407,0.00034890405,0.00035466024,0.00041766604],"about_ca_topic_score_codex":0.99982435,"about_ca_topic_score_gemma":0.99882704,"teacher_disagreement_score":0.10746237,"about_ca_system_score_codex":0.000224899,"about_ca_system_score_gemma":0.00031304883,"threshold_uncertainty_score":0.8664677},"labels":[],"label_agreement":null},{"id":"W4221119268","doi":"10.5194/egusphere-egu22-3271","title":"The non-negligible contribution of shallow injection wells on the triggering of the Mw 5.0 Mentone earthquake via coupled poroelastic stress perturbations","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Poromechanics; Epicenter; Permeability (electromagnetism); Seismology; Structural basin; Fault (geology); Injection well; Oil shale; Fault plane; Pore water pressure; Petrology; Geotechnical engineering; Geomorphology; Porosity; Chemistry; Petroleum engineering; Paleontology","score_opus":0.010749270378548005,"score_gpt":0.21608540598716344,"score_spread":0.20533613560861544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221119268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97357357,0.000513046,0.0039944793,0.0058053513,0.0023013672,0.0016672842,0.00030762723,0.00012610503,0.011711165],"genre_scores_gemma":[0.9975585,0.0002749102,0.000042060965,0.00031217223,0.000049911185,0.000015920441,0.00014289397,0.000005039447,0.0015986252],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99829686,0.00024121159,0.00042813367,0.0002569454,0.00056123774,0.0002156146],"domain_scores_gemma":[0.9978991,0.00092483906,0.0004433742,0.00056333945,0.0001348834,0.000034443125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090282335,0.00018386504,0.00023753442,0.0000904131,0.0006556587,0.00006264515,0.00063644274,0.000095960764,0.0017229653],"category_scores_gemma":[0.00019321781,0.000088507804,0.00019157425,0.00026704647,0.0002042832,0.000057863846,0.00013220367,0.0005498936,0.00001102457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011013134,0.0007325424,0.15059946,0.0005606787,0.0012920145,0.000005525216,0.0055919397,0.69817615,0.0033533296,0.0066709095,0.0645267,0.06738941],"study_design_scores_gemma":[0.00048337935,0.00048692437,0.10614825,0.00032948886,0.00014756233,0.0000076018714,0.0016691238,0.8454176,0.025734354,0.0047404123,0.014471056,0.00036423517],"about_ca_topic_score_codex":0.01218439,"about_ca_topic_score_gemma":0.00037871284,"teacher_disagreement_score":0.14724144,"about_ca_system_score_codex":0.000026701166,"about_ca_system_score_gemma":0.00013008664,"threshold_uncertainty_score":0.9991896},"labels":[],"label_agreement":null},{"id":"W4224286119","doi":"10.1016/j.ijggc.2022.103665","title":"Quest CCS facility: Time-lapse seismic campaigns","year":2022,"lang":"en","type":"article","venue":"International journal of greenhouse gas control","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Hydrosphere; Baseline (sea); Containment (computer programming); Borehole; Geology; Biosphere; Environmental science; Seismology; Geotechnical engineering; Computer science","score_opus":0.008920299441900348,"score_gpt":0.21404568557580314,"score_spread":0.2051253861339028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224286119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94586754,0.0010784841,0.02039935,0.019836646,0.0047457865,0.00035350973,0.0016837114,0.0002638279,0.005771125],"genre_scores_gemma":[0.99173003,0.000048690268,0.0003114474,0.0069250185,0.0003021284,0.0000011356649,0.00003950366,0.0000049736664,0.0006370654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980543,0.00021547762,0.00045956526,0.00015133822,0.00091616105,0.00020312575],"domain_scores_gemma":[0.99892205,0.00017117482,0.00037713622,0.00013400249,0.00027165323,0.00012397795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008667477,0.00013039859,0.0002301415,0.00030824562,0.00016468794,0.000077376455,0.000798938,0.00003143486,0.005421944],"category_scores_gemma":[0.000097638054,0.0001142304,0.00018497401,0.00010490463,0.00007239423,0.00031893686,0.00003262223,0.00040990082,0.00020245127],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022658182,0.00041870438,0.13900173,0.000010915629,0.0008778963,0.0017862255,0.0011917253,0.04044588,0.0011404511,0.00007706203,0.24806738,0.5647162],"study_design_scores_gemma":[0.0046816207,0.0015518543,0.00639208,0.00004507238,0.0001059356,0.0031117306,0.00063542067,0.20435704,0.0007207951,0.0034859362,0.77441823,0.00049428944],"about_ca_topic_score_codex":0.0009074313,"about_ca_topic_score_gemma":0.000016691927,"teacher_disagreement_score":0.5642219,"about_ca_system_score_codex":0.00005197208,"about_ca_system_score_gemma":0.00014697337,"threshold_uncertainty_score":0.9954872},"labels":[],"label_agreement":null},{"id":"W4225272855","doi":"10.1190/geo2021-0443.1","title":"A time-domain multisource Bayesian/Markov chain Monte Carlo formulation of time-lapse seismic waveform inversion","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Markov chain Monte Carlo; Inversion (geology); Algorithm; Computer science; Bayesian probability; Metropolis–Hastings algorithm; Inverse problem; Monte Carlo method; Markov chain; Mathematical optimization; Mathematics; Statistics; Machine learning; Artificial intelligence; Geology","score_opus":0.005443141426446307,"score_gpt":0.18101994854501302,"score_spread":0.1755768071185667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225272855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278194,0.000095660704,0.0011698062,0.00036731942,0.00016737968,0.0003198877,0.0002354105,0.00018185044,0.0046807495],"genre_scores_gemma":[0.9944974,0.00001341428,0.0015995469,0.0011538707,0.00006670405,0.0000036138365,0.00029471825,0.000010134295,0.0023605677],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99864024,0.000115846036,0.0002535492,0.00026369543,0.0004305013,0.0002961488],"domain_scores_gemma":[0.99932855,0.00007753211,0.00018873185,0.00028293792,0.000040312876,0.00008191241],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035067467,0.0001657434,0.00022687303,0.00013858241,0.00034421784,0.000016915272,0.00027742586,0.000048638783,0.0010092125],"category_scores_gemma":[0.000010572953,0.00016202437,0.00012385503,0.00036199205,0.00007194023,0.00025578725,0.00007205823,0.00021615278,0.0002011115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057971576,0.00026697194,0.015552256,0.00015308418,0.00012514241,0.000045220415,0.007081579,0.09100379,0.0057968493,0.00006009079,0.11167433,0.767661],"study_design_scores_gemma":[0.00040578956,0.00024506,0.0010956797,0.000016201844,0.000016667385,0.000008244421,0.0004305016,0.9741776,0.0011985985,0.0015808954,0.02060554,0.0002192295],"about_ca_topic_score_codex":0.0050592194,"about_ca_topic_score_gemma":0.000007141688,"teacher_disagreement_score":0.8831738,"about_ca_system_score_codex":0.00003095226,"about_ca_system_score_gemma":0.00005028626,"threshold_uncertainty_score":0.999904},"labels":[],"label_agreement":null},{"id":"W4225768030","doi":"10.26464/epp2022024","title":"Seismic attenuation compensation with spectral-shaping regularization","year":2022,"lang":"en","type":"article","venue":"Earth and Planetary Physics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Attenuation; Anelastic attenuation factor; Seismic wave; Dispersive body waves; Acoustics; Inversion (geology); Energy (signal processing); Seismic inversion; Amplitude; Regularization (linguistics); Computer science; Low frequency; Geology; Seismology; Physics; Optics; Telecommunications","score_opus":0.017042707064001537,"score_gpt":0.18679638860991918,"score_spread":0.16975368154591763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225768030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817732,0.00035205376,0.010609859,0.0012585346,0.00021106622,0.00030494292,0.00018868811,0.00022954692,0.005072128],"genre_scores_gemma":[0.9935183,0.000031258245,0.001769056,0.0015188147,0.00009893426,0.000001028474,0.0028066572,0.0000036798974,0.00025226417],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992306,0.000080064354,0.0001001919,0.00019704764,0.00023518843,0.00015689053],"domain_scores_gemma":[0.9997199,0.00003736869,0.00007087568,0.00010623672,0.00001417308,0.000051414674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001355217,0.0001005138,0.00009838426,0.00004822029,0.00041147842,0.000040809635,0.000070746784,0.000017162849,0.00064784166],"category_scores_gemma":[0.0000016941985,0.000092193965,0.000015545724,0.0001649239,0.000054880686,0.0002222867,0.000008491681,0.00016169672,0.000030888023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002178203,0.0000330718,0.48536876,0.00004224809,0.000045910216,0.000024160643,0.00084504235,0.22171944,0.00018237635,0.0005961031,0.006007851,0.2849172],"study_design_scores_gemma":[0.0003793022,0.0003555909,0.21811552,0.000013103131,0.000024225299,0.000086521104,0.00020005957,0.7541203,0.0005560638,0.0039921394,0.0218991,0.0002580912],"about_ca_topic_score_codex":0.0011908441,"about_ca_topic_score_gemma":0.000027813485,"teacher_disagreement_score":0.53240085,"about_ca_system_score_codex":0.00000280004,"about_ca_system_score_gemma":0.00002716501,"threshold_uncertainty_score":0.7093412},"labels":[],"label_agreement":null},{"id":"W4225908394","doi":"10.16993/tellusa.36","title":"Variational Assimilation of Surface Wave Data for Bathymetry Reconstruction. Part II: Second Order Adjoint Sensitivity Analysis","year":2022,"lang":"en","type":"article","venue":"Tellus A Dynamic Meteorology and Oceanography","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bathymetry; Sensitivity (control systems); Data assimilation; Shoal; Geology; Gaussian; Geodesy; Remote sensing; Meteorology; Physics; Geomorphology; Oceanography","score_opus":0.019504727087120807,"score_gpt":0.22389593152664497,"score_spread":0.20439120443952416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225908394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96464115,0.00044697608,0.029746627,0.00042914564,0.00034695098,0.00020665948,0.0036986992,0.000062141175,0.00042162483],"genre_scores_gemma":[0.9665991,0.000058443686,0.029678268,0.00054817693,0.000018999155,0.0000013408986,0.003003932,0.0000034449126,0.00008828959],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986081,0.00030532276,0.00030420293,0.00042288224,0.0001640549,0.0001954295],"domain_scores_gemma":[0.998834,0.00046539132,0.0002291799,0.0003415133,0.00007851962,0.000051381903],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016167132,0.00012547932,0.0003014453,0.0004212752,0.00054189505,0.000011431745,0.00013407912,0.00007449111,0.0022841343],"category_scores_gemma":[0.00005606861,0.00012146778,0.0001075864,0.00089227187,0.00021066333,0.00018606968,0.000083432344,0.00017860786,6.040208e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048770203,0.00013353543,0.88163257,0.000075327844,0.0021074568,0.0000074762306,0.000582873,0.023066394,0.00018219763,0.00047469334,0.008275644,0.08297411],"study_design_scores_gemma":[0.00026493668,0.00021611917,0.07718771,0.000002021276,0.0003360161,0.000053413034,0.00020042907,0.91321903,0.000047092133,0.0019348065,0.006394941,0.00014351157],"about_ca_topic_score_codex":0.0002001249,"about_ca_topic_score_gemma":0.0002229278,"teacher_disagreement_score":0.89015263,"about_ca_system_score_codex":0.000005187055,"about_ca_system_score_gemma":0.000051653984,"threshold_uncertainty_score":0.9986279},"labels":[],"label_agreement":null},{"id":"W4225936333","doi":"10.1109/icassp43922.2022.9746645","title":"Learned Acoustic Reconstruction Using Synthetic Aperture Focusing","year":2022,"lang":"en","type":"article","venue":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Artificial neural network; Generalization; Code (set theory); Artificial intelligence; Echo (communications protocol); Iterative reconstruction; Computer vision","score_opus":0.05418673995686199,"score_gpt":0.2809163119449002,"score_spread":0.2267295719880382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225936333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81084985,0.001774433,0.12857687,0.012701334,0.007913199,0.0012053238,0.0017883657,0.0011915732,0.033999044],"genre_scores_gemma":[0.99165493,0.00018059228,0.0046223155,0.0019538724,0.00038244334,0.000008351653,0.00013505304,0.000023893452,0.0010385358],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99681795,0.00021849576,0.0005116943,0.00079716137,0.0011558251,0.00049890403],"domain_scores_gemma":[0.99867624,0.00026838732,0.00037259152,0.00022695187,0.00024903202,0.00020679961],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00074492046,0.00036301726,0.00035387202,0.000463888,0.0011905949,0.00047221154,0.00057211483,0.00012956103,0.009741934],"category_scores_gemma":[0.00018237816,0.00035903556,0.00010942336,0.00035541263,0.00029385014,0.00042497824,0.000098551674,0.0011067524,0.00004433221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054902525,0.00018273715,0.002940087,0.00011493675,0.00011906617,0.0003450269,0.0004070421,0.019745566,0.09822167,0.00016350072,0.0054284898,0.87178284],"study_design_scores_gemma":[0.00040493635,0.00030802732,0.0002123777,0.00015937307,0.000070838934,0.00093341235,0.002019208,0.986898,0.0012473401,0.003909115,0.003328932,0.00050842745],"about_ca_topic_score_codex":0.000578753,"about_ca_topic_score_gemma":0.000014503352,"teacher_disagreement_score":0.9671524,"about_ca_system_score_codex":0.00013574127,"about_ca_system_score_gemma":0.00032282018,"threshold_uncertainty_score":0.99988616},"labels":[],"label_agreement":null},{"id":"W4226353178","doi":"10.1016/j.marpetgeo.2022.105702","title":"Complex in situ stress states in a deep shale gas reservoir in the southern Sichuan Basin, China: From field stress measurements to in situ stress modeling","year":2022,"lang":"en","type":"article","venue":"Marine and Petroleum Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada); University of Calgary","funders":"","keywords":"Geology; In situ; Shale gas; Stress field; Structural basin; Stress (linguistics); Oil shale; China; Sichuan basin; Geochemistry; Petrology; Geomorphology; Paleontology; Archaeology; Geography; Engineering","score_opus":0.025012644349765276,"score_gpt":0.22838724406944197,"score_spread":0.2033745997196767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226353178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993044,0.00022005821,0.000055503002,0.0037604247,0.00006960334,0.00017288125,0.00013301693,0.00002226008,0.0025222572],"genre_scores_gemma":[0.99676335,0.000060924354,0.00016895434,0.0023400462,0.000029779872,0.000017590892,0.0005466168,0.0000053344233,0.00006741007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980314,0.00050871895,0.00035011437,0.00040181092,0.00026531346,0.00044265378],"domain_scores_gemma":[0.9994155,0.00021353527,0.00005780223,0.00024127576,0.000015172872,0.000056682667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067465473,0.00017627382,0.00030212224,0.00037723558,0.00010945325,0.000040269693,0.00045511217,0.00006424357,0.0008353212],"category_scores_gemma":[0.00005062518,0.00015024695,0.000028686809,0.0003011659,0.000041358337,0.00009299755,0.00021007546,0.0005205471,0.0000073306965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018766442,0.00007858542,0.8962703,0.000013033468,0.0000053771173,0.00007930599,0.0037202886,0.09150231,0.00002567561,0.0000023870846,0.0001701456,0.00794497],"study_design_scores_gemma":[0.0011017921,0.00030395878,0.5531564,0.000045422243,0.0000057094653,0.000006051281,0.012447746,0.42939878,0.00014671797,0.00248058,0.0006485778,0.0002582667],"about_ca_topic_score_codex":0.46839616,"about_ca_topic_score_gemma":0.55488056,"teacher_disagreement_score":0.34311387,"about_ca_system_score_codex":0.000020696976,"about_ca_system_score_gemma":0.00002521564,"threshold_uncertainty_score":0.91461813},"labels":[],"label_agreement":null},{"id":"W4229505405","doi":"10.1139/cgj-38-4-850","title":"One- and two-dimensional seismic analysis of solid-waste landfills","year":2001,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Municipal solid waste; Geotechnical engineering; Seismic analysis; Environmental science; Geology; Forensic engineering; Waste management; Engineering; Civil engineering","score_opus":0.014196507861789253,"score_gpt":0.2269428553457492,"score_spread":0.21274634748395996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229505405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915272,0.0006476948,0.0023737084,0.0033845275,0.0001553047,0.000082088925,0.00019447233,0.000047595273,0.001587422],"genre_scores_gemma":[0.99545926,0.00011709409,0.000632954,0.003529918,0.000080769496,1.7664622e-7,0.000031806296,0.0000032374699,0.0001447619],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988703,0.000060915703,0.0002974484,0.00017326913,0.00024441854,0.00035363832],"domain_scores_gemma":[0.998936,0.00008096321,0.00010927527,0.00015295195,0.000077625984,0.00064318546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046048957,0.00010532777,0.00028111564,0.0007516613,0.00019003678,0.000040636958,0.00020455333,0.00009046378,0.0016816555],"category_scores_gemma":[0.00005587718,0.000094797164,0.00012321013,0.0006100467,0.00015553943,0.00013293407,0.000010340799,0.00033999517,0.000019997891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010465978,0.00004403258,0.18504438,0.000012911422,0.0010068383,0.0005450893,0.00014056319,0.4387451,0.00032841752,0.00007455881,0.040136643,0.3338168],"study_design_scores_gemma":[0.00038204144,0.00013675977,0.066926554,0.000052671458,0.00038036134,0.00056893594,0.00006796565,0.9092462,0.0003427598,0.0021392324,0.019490778,0.00026571602],"about_ca_topic_score_codex":0.11483885,"about_ca_topic_score_gemma":0.010560249,"teacher_disagreement_score":0.47050112,"about_ca_system_score_codex":0.000020062795,"about_ca_system_score_gemma":0.00021627363,"threshold_uncertainty_score":0.9992309},"labels":[],"label_agreement":null},{"id":"W4230157989","doi":"10.1190/tle20091060.1","title":"Reviews","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of Veterinarians of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Geology; Art history; Philosophy; History","score_opus":0.04463483918361561,"score_gpt":0.2599439837207185,"score_spread":0.21530914453710287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230157989","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11715971,0.00937282,0.0021620728,0.014365526,0.0012759863,0.00032942582,0.0000044724443,0.0005278015,0.8548022],"genre_scores_gemma":[0.9516296,0.002373668,0.00078151043,0.014120384,0.0003478538,0.0000010350346,0.000011235616,0.00000308557,0.030731643],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995925,0.000051551815,0.00007951708,0.00008040292,0.000060889975,0.00013512754],"domain_scores_gemma":[0.99972653,0.000051392162,0.00002741887,0.00016071982,0.000006160933,0.000027750264],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041644886,0.00005047151,0.00007330333,0.000023969185,0.00012894605,0.000025989813,0.0001968315,0.000016440756,0.0012093841],"category_scores_gemma":[0.00003632217,0.00002788471,0.00003366213,0.00012013367,0.000049891536,0.00007319196,0.0000047542158,0.000089479756,0.0053906147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028558625,0.0000015909103,0.019947741,0.0000024792168,0.0000014365455,0.0000025959719,0.00014881478,0.0000047974986,0.000023168783,0.00005312845,0.5005866,0.4792248],"study_design_scores_gemma":[0.000024789395,0.000012724443,0.003156859,0.000015257106,0.0000033571578,0.00002342975,0.00002027813,0.0018598847,0.00021516936,0.0008876838,0.99373144,0.00004915246],"about_ca_topic_score_codex":0.00043326523,"about_ca_topic_score_gemma":0.0000138800415,"teacher_disagreement_score":0.83446985,"about_ca_system_score_codex":0.000001778268,"about_ca_system_score_gemma":0.000004993711,"threshold_uncertainty_score":0.99970365},"labels":[],"label_agreement":null},{"id":"W4230184539","doi":"10.2118/187264-ms","title":"Rapid and Consistent Identification of Stratigraphic Boundaries and Stacking Patterns in Well-logs - An Automated Process Utilizing Wavelet Transforms and Beta Distributions","year":2017,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Sedimentary depositional environment; Facies; Wavelet; Wavelet transform; Scale (ratio); Computer science; Stacking; Pattern recognition (psychology); Artificial intelligence; Structural basin; Paleontology; Cartography","score_opus":0.028906856883288704,"score_gpt":0.2851782170525919,"score_spread":0.2562713601693032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230184539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724936,0.00020903688,0.00076764676,0.00085566123,0.000020881947,0.00018302219,0.00036446506,0.00009180402,0.0002581093],"genre_scores_gemma":[0.9985556,0.0010618669,0.00013104924,0.00004791429,0.0000075244707,0.000002552938,0.00018904093,0.0000020025698,0.000002425644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915844,0.000036106285,0.00026619507,0.0002688715,0.0001172882,0.00015306791],"domain_scores_gemma":[0.9995592,0.00002915973,0.00012423388,0.00013588305,0.000074036885,0.000077490105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035619832,0.00011023452,0.00017367539,0.000091261005,0.0004601319,0.00037171273,0.00007971069,0.00009225421,0.000022648095],"category_scores_gemma":[0.00003688482,0.00009412934,0.000014239265,0.000053369702,0.000870671,0.0008731672,0.000015047557,0.00013354824,2.6984404e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016541118,0.00011338405,0.6404782,0.00061078544,0.000025256615,0.000016576796,0.0028668316,0.0000014239644,0.0072995187,0.009480599,0.00021255114,0.33872947],"study_design_scores_gemma":[0.00037037046,0.00030582485,0.96499527,0.00023401406,0.000024615276,0.00003423662,0.0026629898,0.012590856,0.0076846927,0.010754923,0.00014849663,0.00019369814],"about_ca_topic_score_codex":0.001928478,"about_ca_topic_score_gemma":0.0010249438,"teacher_disagreement_score":0.33853576,"about_ca_system_score_codex":0.0000024819813,"about_ca_system_score_gemma":0.000036894675,"threshold_uncertainty_score":0.3838483},"labels":[],"label_agreement":null},{"id":"W4230479026","doi":"10.1190/1.1815967","title":"Slip slidin' away — some practical implications of seismic velocity anisotropy on depth imaging","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Anisotropy; Seismology; Slip (aerodynamics); Geophysical imaging; Seismic anisotropy; Seismic velocity; Geophysics; Optics; Physics; Mantle (geology)","score_opus":0.02194141864570151,"score_gpt":0.2656889369164952,"score_spread":0.2437475182707937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230479026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6361504,0.00015144635,0.008307468,0.024745654,0.00021463753,0.00033115945,0.00009300278,0.00061712856,0.32938907],"genre_scores_gemma":[0.9799175,0.000112802,0.010099312,0.008532303,0.000059796042,0.00000115506,0.000044517798,0.000004061582,0.0012285464],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990479,0.00005814369,0.00021178037,0.00024858335,0.00018463699,0.000248981],"domain_scores_gemma":[0.9993798,0.00015020384,0.000059732538,0.00027165803,0.000035615005,0.00010298095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019700444,0.00011674129,0.00014158532,0.000083710256,0.0001485533,0.000032731125,0.00017445456,0.00003403039,0.006988896],"category_scores_gemma":[0.000033422755,0.000094415096,0.00006494428,0.00016457682,0.00010913046,0.00034700305,0.000006752399,0.000155932,0.0006883942],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071083276,0.000106714804,0.13711974,0.00001341972,0.0000186413,0.00000819563,0.00013011883,0.00037366225,0.00023516582,0.0040319995,0.121991485,0.73589975],"study_design_scores_gemma":[0.00062774186,0.0003076515,0.42769825,0.000043494496,0.00003949019,0.0001400188,0.00028108567,0.22410339,0.024070293,0.034711957,0.2873631,0.00061351334],"about_ca_topic_score_codex":0.0032795821,"about_ca_topic_score_gemma":0.000014698778,"teacher_disagreement_score":0.73528624,"about_ca_system_score_codex":0.000008085064,"about_ca_system_score_gemma":0.000065041524,"threshold_uncertainty_score":0.99391884},"labels":[],"label_agreement":null},{"id":"W4231521758","doi":"10.5194/osd-7-1-2010","title":"Stochastic heterogeneity mapping around a Mediterranean salt lens","year":2010,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wavenumber; Geology; Scale (ratio); Range (aeronautics); Reflection (computer programming); Stochastic modelling; Stochastic process; Internal wave; Mediterranean sea; Mediterranean climate; Statistical physics; Geometry; Mathematics; Physics; Optics; Statistics; Cartography; Geography; Computer science","score_opus":0.05031841091241145,"score_gpt":0.25477996034360184,"score_spread":0.20446154943119038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231521758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8479753,0.000774166,0.09063188,0.0031273775,0.008324216,0.00085703004,0.000360458,0.0017222913,0.046227243],"genre_scores_gemma":[0.98677135,0.000053567885,0.007705815,0.0039539975,0.00062770967,0.0000032430667,0.00048199776,0.000009558535,0.00039276687],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99816215,0.0000730924,0.00033139612,0.0006043885,0.00041528518,0.00041368825],"domain_scores_gemma":[0.9988976,0.00011567169,0.0001628625,0.0006015124,0.00005953279,0.00016279332],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050189375,0.00032627507,0.0003506444,0.00022603049,0.00017491926,0.00020461676,0.0006754929,0.0004006141,0.0022228865],"category_scores_gemma":[0.00006516444,0.00027139214,0.0001704657,0.00008917544,0.00017607189,0.00015060614,0.00014081551,0.0012606012,0.0004298118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011403294,0.00014649614,0.0430287,0.00083843677,0.0004265496,0.00015673711,0.0028753548,0.011617846,0.00084379606,0.00012218815,0.21234947,0.7274804],"study_design_scores_gemma":[0.00042025014,0.00014553855,0.011511274,0.00042535967,0.00009021361,0.00015542934,0.0003495614,0.9093487,0.0028463472,0.013665842,0.059298474,0.0017429701],"about_ca_topic_score_codex":0.010010974,"about_ca_topic_score_gemma":0.0005222186,"teacher_disagreement_score":0.8977309,"about_ca_system_score_codex":0.000008310852,"about_ca_system_score_gemma":0.00011380552,"threshold_uncertainty_score":0.99997383},"labels":[],"label_agreement":null},{"id":"W4231861085","doi":"10.1190/1.2370099","title":"A parallel windowed fast discrete curvelet transform applied to seismic processing","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curvelet; Computer science; Artificial intelligence; Wavelet transform; Wavelet","score_opus":0.008026309441215374,"score_gpt":0.20661250185277252,"score_spread":0.19858619241155714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231861085","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07000535,0.00014439608,0.25595045,0.0086788125,0.00013570389,0.0006975581,0.000045952245,0.0009833357,0.66335845],"genre_scores_gemma":[0.9802467,0.000004212127,0.011552263,0.0049581816,0.00008483266,0.000004321675,0.0000894297,0.000005638302,0.0030544146],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891055,0.00001457204,0.00020802658,0.00028517158,0.00022181949,0.0003598521],"domain_scores_gemma":[0.99968666,0.000016600772,0.0000351528,0.00013440817,0.00002065842,0.00010653958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016443235,0.00015808297,0.00016098737,0.00011025391,0.0001763226,0.00010068625,0.00020835864,0.000052060073,0.00076171785],"category_scores_gemma":[0.000002887157,0.00012019778,0.000049316488,0.00025418287,0.000042202108,0.00019559446,0.000006044306,0.00010950032,0.00037106272],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014083467,0.000033684726,0.012918374,0.000049705766,0.000009896723,0.000010726674,0.0005416396,0.00703714,0.0004925574,0.00027452593,0.09618847,0.88230246],"study_design_scores_gemma":[0.0014502113,0.0002873366,0.045675974,0.00009157335,0.00003588187,0.000046669917,0.001268847,0.28184497,0.017268322,0.011551266,0.63912815,0.0013508034],"about_ca_topic_score_codex":0.0056741238,"about_ca_topic_score_gemma":0.0001864808,"teacher_disagreement_score":0.91024137,"about_ca_system_score_codex":0.0000054600437,"about_ca_system_score_gemma":0.000035683493,"threshold_uncertainty_score":0.85776156},"labels":[],"label_agreement":null},{"id":"W4232101730","doi":"10.1002/essoar.10504596.1","title":"States of in-situ stress in the Duvernay East Shale Basin and Willesden Green of Alberta, Canada: variable in-situ stress states effect fault stability","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Structural basin; Oil shale; Geology; In situ; Paleontology; Geography","score_opus":0.010483275679306849,"score_gpt":0.20199321960048697,"score_spread":0.19150994392118012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232101730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98844534,0.00038288758,0.000030890722,0.0012009578,0.00011086644,0.00066075084,0.0010033991,0.000018083847,0.008146827],"genre_scores_gemma":[0.99839175,0.00023433317,0.0002838607,0.00039518057,0.000015779813,0.00000657863,0.0005968477,0.0000068024938,0.000068877045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972966,0.00057880284,0.00067143625,0.00057768717,0.0005029771,0.0003725095],"domain_scores_gemma":[0.9979714,0.0011615376,0.00026585546,0.00043970902,0.000064560045,0.000096926386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009808794,0.00032947175,0.00074649724,0.00017159742,0.000036234203,0.000043950247,0.00068275,0.00016046289,0.0002637401],"category_scores_gemma":[0.000129053,0.00023215174,0.000055307504,0.00032774964,0.00020609342,0.00014967275,0.00017766409,0.00063903694,0.0000011268056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011547214,0.000051349933,0.98743916,0.0009098352,0.000026449467,0.000023197616,0.0029566197,0.0023401848,0.000043175594,0.000009736926,0.0009568639,0.0051279576],"study_design_scores_gemma":[0.00089408224,0.0002766693,0.9313991,0.0009902351,0.00004087235,0.0000043115288,0.007908393,0.0312994,0.024153456,0.0018076601,0.000673165,0.00055265374],"about_ca_topic_score_codex":0.9949563,"about_ca_topic_score_gemma":0.9826327,"teacher_disagreement_score":0.05604006,"about_ca_system_score_codex":0.000044161166,"about_ca_system_score_gemma":0.00048482209,"threshold_uncertainty_score":0.94668734},"labels":[],"label_agreement":null},{"id":"W4232248011","doi":"10.1190/tle22100933b.1","title":"Sneak Previews","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Canyon; Submarine pipeline; Inversion (geology); Environmental geology; Geophysical imaging; Seismology; Foothills; Fossil fuel; Natural gas field; Geophysics; Geomorphology; Oceanography; Natural gas; Telmatology; Cartography; Geography; Engineering; Tectonics","score_opus":0.03176232786791972,"score_gpt":0.24430172787929594,"score_spread":0.21253940001137622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232248011","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04864388,0.0050121015,0.0012873852,0.0028077872,0.0009858349,0.00024023445,0.0000051375355,0.0003160604,0.9407016],"genre_scores_gemma":[0.978423,0.00028201472,0.0012874383,0.005627045,0.00008541455,9.611038e-7,0.000005686718,0.000003054771,0.014285402],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994855,0.000100898695,0.00008346335,0.0000971276,0.00007894904,0.00015407336],"domain_scores_gemma":[0.99966466,0.00007937522,0.00002927635,0.00018544983,0.000008830113,0.000032411554],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00051621726,0.00006053721,0.00007750023,0.000023331871,0.00014212908,0.00003126971,0.00017696695,0.00002009048,0.0012180294],"category_scores_gemma":[0.00007799913,0.00003469673,0.00003665991,0.00010887444,0.00005834551,0.000074089534,0.0000031556365,0.00010176134,0.0027324313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035832663,0.000007068767,0.029284868,0.00001654009,0.000008615974,0.0000030603178,0.0005060549,0.000029488536,0.00009123306,0.0021511654,0.6523364,0.31556192],"study_design_scores_gemma":[0.00003474935,0.00001627581,0.0010690688,0.000014609969,0.0000053533317,0.0000142947765,0.00003706306,0.0007232336,0.0026331414,0.0021931925,0.99319446,0.00006455324],"about_ca_topic_score_codex":0.00016953773,"about_ca_topic_score_gemma":0.000007862123,"teacher_disagreement_score":0.9297791,"about_ca_system_score_codex":0.0000021297878,"about_ca_system_score_gemma":0.0000128628135,"threshold_uncertainty_score":0.999695},"labels":[],"label_agreement":null},{"id":"W4232657114","doi":"10.1190/segam2012-0920.1","title":"Anisotropy estimation for a simulated fractured medium using AVAZ inversion: A physical modeling study","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Azimuth; Anisotropy; Isotropy; Geology; Amplitude; Inverse transform sampling; Seismic inversion; Transverse isotropy; Shear (geology); Geophysics; Seismology; Computational physics; Optics; Surface wave; Physics; Petrology","score_opus":0.04516349544354555,"score_gpt":0.2961176628019772,"score_spread":0.2509541673584317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232657114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8052081,0.000039181297,0.19368115,0.0001262378,0.00020387789,0.00034413167,0.0000069002945,0.00018424257,0.00020616746],"genre_scores_gemma":[0.9734705,0.0000011091998,0.02553522,0.00071801635,0.00017681313,7.7640277e-7,0.00005435338,0.000004541929,0.00003868875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916404,0.000044397828,0.00014126154,0.00016679137,0.00020812548,0.00027538484],"domain_scores_gemma":[0.99956685,0.000090021385,0.000047786405,0.00013076192,0.00005135528,0.000113211165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024642047,0.00011966097,0.00014733462,0.000080241174,0.00020557696,0.00003792067,0.000107381544,0.000046736073,0.00028679415],"category_scores_gemma":[0.00005149132,0.000091237765,0.000054980574,0.0001294684,0.000021736274,0.00052101986,0.00001057147,0.00008763709,0.00004421634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003247388,0.00064533425,0.113059804,0.00004885814,0.00010217713,0.0000037691054,0.00916767,0.820541,0.00091036945,0.000052020794,0.008518876,0.046625346],"study_design_scores_gemma":[0.00035899165,0.00013849132,0.00048629023,0.000007322893,0.000036971036,0.000001778673,0.0007441169,0.99606854,0.0010283799,0.0005862035,0.00040996601,0.00013295875],"about_ca_topic_score_codex":0.0027265057,"about_ca_topic_score_gemma":0.000005629459,"teacher_disagreement_score":0.1755275,"about_ca_system_score_codex":0.000009143117,"about_ca_system_score_gemma":0.00002587441,"threshold_uncertainty_score":0.41216794},"labels":[],"label_agreement":null},{"id":"W4232775110","doi":"10.22215/etd/2014-10429","title":"Identification of VMS Ore Lens Reflections using Vertical Seismic Profiling and 3D Finite Difference Modeling in Flin Flon, Manitoba, Canada","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Seismic vibrator; Dynamite; Vertical seismic profile; Seismology; Mining engineering; Archaeology; Geography","score_opus":0.04255506487932603,"score_gpt":0.2566438746803115,"score_spread":0.2140888098009855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232775110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843604,0.00016855144,0.013816509,0.00004243742,0.00042097058,0.0001790879,0.000031009367,0.000040887462,0.0009401617],"genre_scores_gemma":[0.99662244,0.00009142453,0.00216593,0.00016635054,0.00003692256,0.0000017731039,0.00061659364,0.0000070174788,0.00029157216],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867254,0.00006552349,0.00048411856,0.00032367746,0.0002479806,0.0002061294],"domain_scores_gemma":[0.9994829,0.00009252655,0.00010594228,0.00016351306,0.000104863524,0.000050236165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022225789,0.00017008543,0.00024568243,0.00022214084,0.00013430172,0.000041719024,0.00013258241,0.00014782979,0.000040826555],"category_scores_gemma":[0.000097354976,0.00015820446,0.000027974085,0.00019038816,0.000029813078,0.00012206183,0.0000060029315,0.0002778783,0.0000024129433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005146579,0.00016019125,0.20594077,0.002910357,0.00016194134,0.000028643342,0.0030554875,0.6124739,0.024483023,0.0003643817,0.0012849915,0.14862168],"study_design_scores_gemma":[0.00007376772,0.000019809919,0.004052416,0.00017095053,0.00002737066,0.0000029302987,0.0010172144,0.9854722,0.008556734,0.00039386278,0.00003603531,0.00017670925],"about_ca_topic_score_codex":0.8039124,"about_ca_topic_score_gemma":0.7676951,"teacher_disagreement_score":0.37299833,"about_ca_system_score_codex":0.000031573167,"about_ca_system_score_gemma":0.00031450347,"threshold_uncertainty_score":0.64513904},"labels":[],"label_agreement":null},{"id":"W4232800545","doi":"10.1190/1.1816434","title":"Seismic Repeatability, Normalized RMS and Predictability","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Predictability; Repeatability; Computer science; Geology; Statistics; Mathematics","score_opus":0.012978572147918215,"score_gpt":0.2166218648121494,"score_spread":0.20364329266423117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232800545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411918,0.0001641196,0.0014869948,0.0013812422,0.00010703049,0.00012234796,0.0000132591995,0.00033335018,0.055199843],"genre_scores_gemma":[0.9948784,0.00016512893,0.0016849197,0.0019411029,0.000033094588,6.1381985e-7,0.000027577638,0.0000016041081,0.0012675615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991925,0.000055594304,0.00016064553,0.00025501582,0.00013925177,0.00019702318],"domain_scores_gemma":[0.99952114,0.00007728791,0.000027353146,0.00024072343,0.00002534321,0.00010814408],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043317032,0.00009082319,0.00011403655,0.000044022778,0.00011007537,0.000039914506,0.000114188224,0.000044229346,0.0042207045],"category_scores_gemma":[0.000059236292,0.000067148474,0.00003101108,0.000117613316,0.00015420766,0.0002556891,0.000017554034,0.00009029547,0.00008818037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021601194,0.00000759315,0.93612045,0.0000063333027,0.0000025555173,0.0000024502983,0.000052209358,0.00001721588,0.000005876554,0.00001044151,0.00410524,0.059648056],"study_design_scores_gemma":[0.00031091197,0.00011021133,0.7383223,0.000008261348,0.000009059535,0.00011200917,0.00018178386,0.14868903,0.00062763016,0.003740913,0.10770052,0.00018734374],"about_ca_topic_score_codex":0.012002817,"about_ca_topic_score_gemma":0.0001262089,"teacher_disagreement_score":0.1977981,"about_ca_system_score_codex":0.0000029510065,"about_ca_system_score_gemma":0.000017119044,"threshold_uncertainty_score":0.99668956},"labels":[],"label_agreement":null},{"id":"W4233656086","doi":"10.4133/1.2924641","title":"Buried‐Channel Imaging Using P‐ and SH‐Wave Shallow Seismic Reflection Techniques, Examples from Manitoba, Canada","year":2007,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2007","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Reflection (computer programming); Seismology; Channel (broadcasting); Remote sensing; Computer science; Telecommunications","score_opus":0.009203361227552446,"score_gpt":0.1726979520913569,"score_spread":0.16349459086380447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233656086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9339445,0.00018834176,0.064195655,0.00044532804,0.0000957828,0.00044949277,0.00008348186,0.00008397686,0.0005134505],"genre_scores_gemma":[0.9975899,0.000060687304,0.0016353624,0.00051984005,0.00009191605,0.0000056576014,0.00006625321,0.000010518747,0.000019882058],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917763,0.000012191687,0.0001827306,0.00025071233,0.00017975943,0.00019699476],"domain_scores_gemma":[0.99956656,0.00008848828,0.00007440564,0.00018067894,0.0000057738057,0.00008408068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024429645,0.0001560923,0.00012240873,0.00005960701,0.00012693717,0.000021845817,0.00009290905,0.000036355654,0.000008558362],"category_scores_gemma":[0.000002678297,0.00013287966,0.000018599963,0.00008196907,0.000049937556,0.00007970084,0.000025034744,0.00012230377,0.0000032516268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013810277,0.000081493024,0.02391492,0.00014953269,0.00009566078,0.0000073987258,0.0008245455,0.10386553,0.619497,0.00025557593,0.001593243,0.24957702],"study_design_scores_gemma":[0.00024537992,0.00019859092,0.026807083,0.00014124194,0.000051590836,0.000028092625,0.0005567205,0.77870256,0.16457832,0.0014130279,0.026648907,0.00062851596],"about_ca_topic_score_codex":0.3351369,"about_ca_topic_score_gemma":0.001930191,"teacher_disagreement_score":0.674837,"about_ca_system_score_codex":0.00004447127,"about_ca_system_score_gemma":0.000009385077,"threshold_uncertainty_score":0.6692905},"labels":[],"label_agreement":null},{"id":"W4233949343","doi":"10.1190/1.9781560802235.ch2","title":"2. Seismic Properties of Heavy Oils — Measured Data","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Geology","score_opus":0.07787197916600101,"score_gpt":0.22947027994787364,"score_spread":0.15159830078187264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233949343","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017258318,0.0072599063,0.0147572765,0.0051487996,0.004144052,0.0042864513,0.0061423173,0.0015563976,0.9394465],"genre_scores_gemma":[0.7984009,0.00074005494,0.0128327785,0.002416367,0.00075508223,0.00000689032,0.0031230177,0.00007393781,0.18165098],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982051,0.00002752256,0.0005278631,0.0004501892,0.000595052,0.00019422101],"domain_scores_gemma":[0.99797916,0.000036891342,0.0006169227,0.0010004541,0.00029992432,0.00006665273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035793174,0.00030952206,0.0005117787,0.00006312738,0.00014296045,0.000036371377,0.00068173785,0.00031160872,0.00012177045],"category_scores_gemma":[0.000014443215,0.0002723528,0.00026859,0.000024813791,0.0006325002,0.0003984597,0.00007284763,0.00044959504,0.00006527738],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005851002,0.00018229015,0.00014647588,0.0043183174,0.0014680572,0.000006194802,0.01787882,0.00021836563,0.12517697,0.0068820305,0.23153207,0.6116053],"study_design_scores_gemma":[0.0007873677,0.0004934161,0.0000449862,0.0017057367,0.00033657896,0.00000870451,0.00064563425,0.0298602,0.5034132,0.110353485,0.35084778,0.0015028695],"about_ca_topic_score_codex":0.0013470476,"about_ca_topic_score_gemma":0.00003584594,"teacher_disagreement_score":0.7811426,"about_ca_system_score_codex":0.0000061731716,"about_ca_system_score_gemma":0.00021801928,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null},{"id":"W4234220204","doi":"10.1002/essoar.10506521.3","title":"Comment on “Pressure-to-Depth Conversion Models for Metamorphic Rocks: Derivation and Applications”","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Metamorphic rock; Computer science; Geology; Space (punctuation); Work (physics); Geochemistry; Information retrieval; Engineering; Mechanical engineering; Operating system","score_opus":0.03459777822514787,"score_gpt":0.2460111812020038,"score_spread":0.21141340297685593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234220204","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034399244,0.0010340209,0.9717874,0.015198226,0.00028450807,0.0019354388,0.00021035841,0.0002862169,0.0058239107],"genre_scores_gemma":[0.9087082,0.00048485308,0.04084357,0.047301695,0.00013066597,0.00011508362,0.0017075511,0.000010602768,0.0006977746],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882084,0.00005324162,0.00021299178,0.00051984825,0.00021561165,0.00017747704],"domain_scores_gemma":[0.9991762,0.00014812834,0.00009684708,0.00034707368,0.000113142094,0.00011858604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872696,0.00019620419,0.0002492609,0.00014926738,0.00017015351,0.0001439708,0.00021762722,0.00014826814,0.0002694316],"category_scores_gemma":[0.000018066154,0.00017118189,0.00007487136,0.00007936034,0.000031885444,0.00011857091,0.00008769459,0.00019861897,0.000020261643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025494795,0.0001682162,0.006408357,0.001215211,0.00033137595,0.0000030651124,0.00071099884,0.17217843,0.00010632329,0.0024099362,0.39897949,0.41723365],"study_design_scores_gemma":[0.0002778251,0.00012870214,0.00043075444,0.00011880626,0.000098894896,0.0000023347839,0.00029808172,0.6890045,0.008466158,0.009875551,0.29092205,0.00037638238],"about_ca_topic_score_codex":0.002949019,"about_ca_topic_score_gemma":0.000023605153,"teacher_disagreement_score":0.93094385,"about_ca_system_score_codex":0.000007350932,"about_ca_system_score_gemma":0.000046274927,"threshold_uncertainty_score":0.6980595},"labels":[],"label_agreement":null},{"id":"W4234323225","doi":"10.2118/175232-ms","title":"IOR/EOR Monitoring Onshore with Frequent Time-Lapse Seismic","year":2015,"lang":"en","type":"article","venue":"SPE Kuwait Oil and Gas Show and Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enhanced oil recovery; Quality (philosophy); Risk analysis (engineering); Petroleum engineering; Computer science; Geology; Business","score_opus":0.025129574746745112,"score_gpt":0.21183578472885953,"score_spread":0.1867062099821144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234323225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9511839,0.001363766,0.00023861618,0.003342128,0.00016498109,0.000046656944,0.00003075561,0.00014729067,0.043481883],"genre_scores_gemma":[0.99243057,0.0008974184,0.0014949008,0.0005546698,0.00009867611,0.0000015391084,0.000021817874,0.0000044224385,0.004495958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909663,0.000037596055,0.00011626758,0.0002911963,0.0002001955,0.0002581286],"domain_scores_gemma":[0.99944526,0.000033263263,0.000044442128,0.00014048183,0.000073042545,0.0002634844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017661756,0.0001677366,0.00017639095,0.000060850765,0.00013026269,0.00014798566,0.00012255106,0.000059229165,0.00022155914],"category_scores_gemma":[0.000014482632,0.000119916964,0.000017575334,0.00008287256,0.00019366066,0.00021473323,0.000020072333,0.00015441814,0.000068798385],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008252687,0.000015036882,0.20421463,0.000031466327,0.000018718183,0.000043249092,0.00069212966,0.000032515378,0.00008939691,0.000117258096,0.0034172079,0.7912459],"study_design_scores_gemma":[0.0070697027,0.0057820813,0.14240794,0.0021912165,0.0004040331,0.0018004966,0.015998257,0.28250387,0.027088538,0.060504355,0.44934005,0.004909464],"about_ca_topic_score_codex":0.0023169965,"about_ca_topic_score_gemma":0.000039433184,"teacher_disagreement_score":0.7863364,"about_ca_system_score_codex":0.000004378913,"about_ca_system_score_gemma":0.00008386356,"threshold_uncertainty_score":0.4890072},"labels":[],"label_agreement":null},{"id":"W4234726432","doi":"10.1046/j.1365-246x.2001.00353.x","title":"Seismic wave propagation in inhomogeneous and anisotropic porous media","year":2001,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biot number; Poromechanics; Porosity; Porous medium; Anisotropy; Mechanics; Displacement field; Viscous liquid; Classical mechanics; Constitutive equation; Macroscopic scale; Physics; Geology; Materials science; Geotechnical engineering; Thermodynamics; Optics; Finite element method","score_opus":0.013392732598428103,"score_gpt":0.21649207574328977,"score_spread":0.20309934314486167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234726432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99291575,0.00009266745,0.0009968273,0.0023610808,0.00047535327,0.000043347343,0.0000078035955,0.00002835493,0.0030788155],"genre_scores_gemma":[0.9973847,0.00027705467,0.0006473776,0.0009874706,0.00043199366,4.1114717e-7,0.000030122575,0.0000025407364,0.00023827623],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992102,0.000041526815,0.00018363779,0.00013431294,0.00027103562,0.00015933698],"domain_scores_gemma":[0.9996834,0.00005696575,0.000071658906,0.00004791576,0.000056512905,0.00008356272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012519072,0.00008285024,0.00009425113,0.00013482089,0.0000695573,0.00008908654,0.00012313269,0.00003661381,0.00044446695],"category_scores_gemma":[0.0000458602,0.00006801655,0.000030551557,0.00009557998,0.000058822792,0.0002769315,0.000013107265,0.00022791498,0.00006914239],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012656882,0.000083032595,0.30524668,0.0000041850976,0.000029504778,0.0006773883,0.00051912013,0.0008391818,0.00025319943,0.00033720894,0.0029020857,0.68898183],"study_design_scores_gemma":[0.00057682197,0.00013121139,0.7348036,0.000043574997,0.0000072136586,0.0025795158,0.00015429643,0.22272156,0.00033649374,0.022034358,0.016422886,0.00018844519],"about_ca_topic_score_codex":0.0007155478,"about_ca_topic_score_gemma":0.00003786397,"teacher_disagreement_score":0.6887934,"about_ca_system_score_codex":0.000016300306,"about_ca_system_score_gemma":0.000029166149,"threshold_uncertainty_score":0.48666012},"labels":[],"label_agreement":null},{"id":"W4236289897","doi":"10.1007/978-3-0348-8197-5_8","title":"Geophysical Applications of Multidimensional Filtering with Wavelets","year":2002,"lang":"en","type":"book-chapter","venue":"Birkhäuser Basel eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Wavelet; Legendre wavelet; Filter (signal processing); Mathematics; Computer science; Discrete wavelet transform; Wavelet transform; Artificial intelligence; Computer vision","score_opus":0.016119510092169286,"score_gpt":0.18826112824826577,"score_spread":0.1721416181560965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236289897","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076095545,0.00017720259,0.002233357,0.00008325308,0.000085300046,0.0005221599,0.0004076338,0.00025338735,0.9954767],"genre_scores_gemma":[0.0972347,0.00008732894,0.026441626,0.0016927822,0.00039560217,0.00001891078,0.00047520883,0.0000691132,0.87358475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870324,0.0000143637535,0.00028177956,0.00038993667,0.00038756523,0.00022310115],"domain_scores_gemma":[0.9990747,0.00010625326,0.00019888625,0.00041009922,0.00009176507,0.0001182888],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000085818494,0.0002938585,0.0003349032,0.00017646133,0.00010967433,0.000015857688,0.00021873583,0.00016189835,0.0025395523],"category_scores_gemma":[0.0000032154155,0.000234565,0.00011871357,0.000020408645,0.00024969803,0.000048888218,0.000025030102,0.00029223,0.00038031582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023986821,0.00009860222,0.001630601,0.0005167009,0.0004088112,0.00016489335,0.00044905147,0.00010381628,0.0004877234,0.03418793,0.058026493,0.9036855],"study_design_scores_gemma":[0.0003695621,0.00024179301,0.0006089336,0.00037929486,0.000097083,0.0000514357,0.000011755666,0.0062210765,0.0030883506,0.003815524,0.98445266,0.0006625027],"about_ca_topic_score_codex":0.0006581235,"about_ca_topic_score_gemma":0.000016872338,"teacher_disagreement_score":0.9264262,"about_ca_system_score_codex":0.000006670546,"about_ca_system_score_gemma":0.00005737508,"threshold_uncertainty_score":0.99837226},"labels":[],"label_agreement":null},{"id":"W4237056434","doi":"10.1190/segam2012-1325.1","title":"Processing and interpretation of time-lapse seismic data from a heavy oil field, Alberta, Canada","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil field; Oil production; Petroleum engineering; Oil exploration; Geology; Interpretation (philosophy); Steaming; Crude oil; Mining engineering; Environmental science; Computer science","score_opus":0.012520599818973707,"score_gpt":0.21733724455677958,"score_spread":0.20481664473780586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237056434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98029053,0.0008526105,0.0024529186,0.0012174875,0.000117628086,0.000030512996,0.00006806033,0.00003123517,0.01493902],"genre_scores_gemma":[0.9939668,0.000017113405,0.002052267,0.0032661266,0.000026144427,1.4205432e-7,0.00017926829,0.0000012675551,0.00049082754],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995413,0.00002305503,0.00010927166,0.00011720781,0.00009348825,0.00011567575],"domain_scores_gemma":[0.9995735,0.00014483182,0.000044818975,0.00016164093,0.000013978319,0.0000612212],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010469244,0.000056918747,0.000083550294,0.00002295765,0.000039695165,0.000019082403,0.00014908417,0.000024572915,0.0009142494],"category_scores_gemma":[0.00004843885,0.00004510829,0.000006392906,0.00004181144,0.00002432643,0.000383299,0.000029294379,0.000053265994,0.000012707196],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034975445,0.000008523935,0.16472402,0.00002864788,0.00000924555,5.7428963e-7,0.0004836396,0.00003669003,0.00005205381,0.0000013681873,0.042007532,0.79261273],"study_design_scores_gemma":[0.000065937566,0.000016974902,0.0046250843,0.00004019887,0.000011328508,0.0000033478761,0.00020316469,0.9858009,0.003843826,0.000086351305,0.005218681,0.00008417372],"about_ca_topic_score_codex":0.97076374,"about_ca_topic_score_gemma":0.31041154,"teacher_disagreement_score":0.98576427,"about_ca_system_score_codex":0.0000024156757,"about_ca_system_score_gemma":0.00008479271,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W4237607469","doi":"10.1007/978-1-4612-1258-4_12","title":"Wavelets","year":2000,"lang":"en","type":"book-chapter","venue":"Graduate texts in contemporary physics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Orthonormal basis; Wavelet; Mathematics; Algebra over a field; Pure mathematics; Computer science; Artificial intelligence; Physics","score_opus":0.0922405538357178,"score_gpt":0.2478483475329968,"score_spread":0.155607793697279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237607469","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034044773,0.0014960935,0.0000339437,0.0004199953,0.00036209487,0.00030489403,0.00023992293,0.00026001118,0.9965426],"genre_scores_gemma":[0.59002364,0.0015265765,0.0004903856,0.0045944983,0.0006347536,0.0000025702013,0.0015574372,0.0000560033,0.40111414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981947,0.000039112663,0.00045209585,0.0005511352,0.00043974916,0.00032321786],"domain_scores_gemma":[0.99905944,0.000098908364,0.00020351222,0.00048626756,0.000037423997,0.00011443152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021652805,0.0004502666,0.0005195094,0.00017062096,0.00008959034,0.000058902093,0.00041809655,0.00023458278,0.0019973137],"category_scores_gemma":[0.0000051976835,0.00042565644,0.00018311574,0.000071413044,0.00020985435,0.0002950142,0.000021547175,0.0007545994,0.00191103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047876358,0.00001795966,0.0007710643,0.00004076944,0.000036618098,0.00022497227,0.00014088022,0.00003179441,7.4011894e-7,0.0046260986,0.1840935,0.8099677],"study_design_scores_gemma":[0.00026608884,0.00008647351,0.00039740102,0.00030466088,0.000011772401,0.000010300374,0.0000074018926,0.0019066525,0.000069468435,0.3593896,0.63695323,0.0005969734],"about_ca_topic_score_codex":0.0015800272,"about_ca_topic_score_gemma":0.000023012235,"teacher_disagreement_score":0.80937076,"about_ca_system_score_codex":0.000014202031,"about_ca_system_score_gemma":0.00017430328,"threshold_uncertainty_score":0.9998195},"labels":[],"label_agreement":null},{"id":"W4237922867","doi":"10.1190/tle19080912.1","title":"Reviews","year":2000,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Mesozoic; Cenozoic; Humanities; Structural basin; Philosophy; Geomorphology","score_opus":0.030732112861342135,"score_gpt":0.24538911098190255,"score_spread":0.2146569981205604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237922867","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10272156,0.0050148163,0.00013391404,0.005884874,0.00038873483,0.00019689206,0.0000051834145,0.00031239726,0.88534164],"genre_scores_gemma":[0.8741989,0.0025781866,0.0009830251,0.019895406,0.00036783173,0.0000013384389,0.000016766071,0.0000039756383,0.10195457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999601,0.00005479312,0.00007879191,0.00008077224,0.000057865433,0.00012674689],"domain_scores_gemma":[0.99975264,0.000041644747,0.000016534652,0.00015933404,0.000003644532,0.000026222633],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034954632,0.000049848757,0.00007198524,0.000015816207,0.00012860814,0.000025581106,0.00019297037,0.000016126382,0.009488503],"category_scores_gemma":[0.000014276698,0.000027570946,0.000033921104,0.000090892245,0.00005317202,0.00006977153,0.0000020459188,0.000087850465,0.014974276],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017566819,8.622563e-7,0.0014567213,0.0000016562069,7.7328104e-7,5.442285e-7,0.000107400854,0.000006052129,0.000005843178,0.000013009496,0.32780504,0.6706003],"study_design_scores_gemma":[0.00002342229,0.000012359186,0.0017653512,0.000015278903,0.0000032312728,0.000008606193,0.000008835784,0.00184982,0.00027157651,0.00066599017,0.99532735,0.00004820177],"about_ca_topic_score_codex":0.00042778326,"about_ca_topic_score_gemma":0.0000069621956,"teacher_disagreement_score":0.78338706,"about_ca_system_score_codex":0.0000014062581,"about_ca_system_score_gemma":0.000004714445,"threshold_uncertainty_score":0.99141693},"labels":[],"label_agreement":null},{"id":"W4237986785","doi":"10.4133/1.2963302","title":"A 3D Seismic Survey for Shallow Aquifer Mapping","year":2008,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2008","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geophone; Geology; Seismic survey; Aquifer; Seismology; Survey research; Reflection (computer programming); Range (aeronautics); Geological survey; Remote sensing; Geomorphology; Geotechnical engineering; Groundwater; Geophysics; Engineering","score_opus":0.011955925727096545,"score_gpt":0.1719725023036921,"score_spread":0.16001657657659554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237986785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9101508,0.000119795935,0.087050475,0.000851811,0.00007615025,0.00088924775,0.00022991344,0.000095093645,0.00053669955],"genre_scores_gemma":[0.9974564,0.00012943098,0.0015447481,0.0005113,0.00003202124,0.000033148164,0.00013614488,0.000008492727,0.00014833019],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933416,0.000014786515,0.00015249776,0.00020594697,0.00012982897,0.00016279178],"domain_scores_gemma":[0.9995648,0.000118970966,0.00005302143,0.00019741862,0.0000064138244,0.000059334416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001859634,0.0001230529,0.000121435056,0.000048914128,0.00013625514,0.000008770168,0.00014230653,0.000033878547,0.000011115426],"category_scores_gemma":[0.0000052670625,0.00009869227,0.000035916564,0.0000929034,0.000059948085,0.00005530289,0.000014946512,0.00007371124,0.00003825097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001322127,0.00022914451,0.047258127,0.00021483113,0.00012311824,0.0000011767133,0.0024950267,0.76981086,0.107853994,0.000452654,0.008037567,0.06339129],"study_design_scores_gemma":[0.00026810478,0.0002573768,0.089742295,0.000039526938,0.000009951795,0.000011777229,0.000057873025,0.86900616,0.0064283106,0.00033557662,0.03350348,0.0003395872],"about_ca_topic_score_codex":0.00082763366,"about_ca_topic_score_gemma":0.000001743197,"teacher_disagreement_score":0.101425685,"about_ca_system_score_codex":0.000007885241,"about_ca_system_score_gemma":0.000005421216,"threshold_uncertainty_score":0.4024554},"labels":[],"label_agreement":null},{"id":"W4238243192","doi":"10.1190/tle20111305.1","title":"Reviews","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Library science; Seismology; Geophysics; Computer science","score_opus":0.04463483918361561,"score_gpt":0.2599439837207185,"score_spread":0.21530914453710287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238243192","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11715971,0.00937282,0.0021620728,0.014365526,0.0012759863,0.00032942582,0.0000044724443,0.0005278015,0.8548022],"genre_scores_gemma":[0.9516296,0.002373668,0.00078151043,0.014120384,0.0003478538,0.0000010350346,0.000011235616,0.00000308557,0.030731643],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995925,0.000051551815,0.00007951708,0.00008040292,0.000060889975,0.00013512754],"domain_scores_gemma":[0.99972653,0.000051392162,0.00002741887,0.00016071982,0.000006160933,0.000027750264],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041644886,0.00005047151,0.00007330333,0.000023969185,0.00012894605,0.000025989813,0.0001968315,0.000016440756,0.0012093841],"category_scores_gemma":[0.00003632217,0.00002788471,0.00003366213,0.00012013367,0.000049891536,0.00007319196,0.0000047542158,0.000089479756,0.0053906147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028558625,0.0000015909103,0.019947741,0.0000024792168,0.0000014365455,0.0000025959719,0.00014881478,0.0000047974986,0.000023168783,0.00005312845,0.5005866,0.4792248],"study_design_scores_gemma":[0.000024789395,0.000012724443,0.003156859,0.000015257106,0.0000033571578,0.00002342975,0.00002027813,0.0018598847,0.00021516936,0.0008876838,0.99373144,0.00004915246],"about_ca_topic_score_codex":0.00043326523,"about_ca_topic_score_gemma":0.0000138800415,"teacher_disagreement_score":0.83446985,"about_ca_system_score_codex":0.000001778268,"about_ca_system_score_gemma":0.000004993711,"threshold_uncertainty_score":0.99970365},"labels":[],"label_agreement":null},{"id":"W4238567876","doi":"10.1190/1.3059236","title":"Seismic rock physics of steam injection in bituminous‐oil reservoirs","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Asphalt; Steam injection; Geology; Environmental science; Geotechnical engineering; Materials science; Composite material","score_opus":0.02189368626166384,"score_gpt":0.2136949241214808,"score_spread":0.19180123785981695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238567876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96202254,0.00010374218,0.00093073933,0.00015510259,0.000115155555,0.000035622845,0.0000056781164,0.00009562084,0.03653582],"genre_scores_gemma":[0.99591917,0.00017622454,0.00060668844,0.00049627374,0.00003620543,3.8759944e-7,0.000018438672,0.0000020918626,0.0027445264],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934804,0.00003139186,0.00016709421,0.00014037325,0.00016093752,0.00015213684],"domain_scores_gemma":[0.999716,0.000033818877,0.000050454888,0.00013564469,0.000029058961,0.000035059864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012172944,0.00007338465,0.00011997254,0.0001050725,0.00006225352,0.000004646716,0.00012187192,0.00004322322,0.0003245277],"category_scores_gemma":[0.000013145422,0.000061855906,0.000036153473,0.0002913234,0.000046440495,0.00020171735,0.000008035462,0.00010796062,0.00009935023],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005244716,0.00007320736,0.8163733,0.000042767693,0.000008516995,0.000013020352,0.0008885332,0.038870033,0.00017679235,0.00002263398,0.05057287,0.0929059],"study_design_scores_gemma":[0.0006797611,0.00046917686,0.17818737,0.000079872654,0.0000075102553,0.0001039582,0.0011935893,0.75842255,0.039497882,0.0020012981,0.01896328,0.00039376755],"about_ca_topic_score_codex":0.025119238,"about_ca_topic_score_gemma":0.00013957676,"teacher_disagreement_score":0.7195525,"about_ca_system_score_codex":0.0000051688016,"about_ca_system_score_gemma":0.000042780764,"threshold_uncertainty_score":0.9813726},"labels":[],"label_agreement":null},{"id":"W4238749663","doi":"10.1190/tle23040310.1","title":"sneak Previews","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clastic rock; Geology; Mode (computer interface); Seismology; Petroleum engineering; Geochemistry; Mineralogy; Computer science; Operating system","score_opus":0.02878346091457648,"score_gpt":0.24507076776202352,"score_spread":0.21628730684744704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238749663","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29229409,0.009015581,0.005701163,0.032478865,0.0021241503,0.0006477304,0.000018960927,0.0011367981,0.65658265],"genre_scores_gemma":[0.9885013,0.00024008239,0.0012800202,0.0063588894,0.00016095673,7.8504064e-7,0.00000879303,0.000002604578,0.00344657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995543,0.000031117735,0.000083025356,0.00009705267,0.00008491749,0.00014962343],"domain_scores_gemma":[0.9997127,0.000039702863,0.00002904633,0.0001776015,0.0000084351095,0.00003249412],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030636945,0.000060508355,0.0000760984,0.000024900584,0.00014250493,0.000032426342,0.00023416104,0.000020340696,0.0003875396],"category_scores_gemma":[0.000030342944,0.00003460427,0.00003830068,0.0001055374,0.00006914012,0.000090467904,0.000006711569,0.00010660721,0.003286451],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010754252,0.00001469674,0.012898481,0.000029380395,0.00001403887,0.000008824648,0.0014957343,0.00050680345,0.00022275429,0.0017215414,0.25774565,0.72533137],"study_design_scores_gemma":[0.00011579186,0.000043999913,0.0037103165,0.00005512262,0.000009779761,0.000025435793,0.000056898607,0.0007018912,0.004852429,0.009668938,0.98064226,0.00011715494],"about_ca_topic_score_codex":0.0007858609,"about_ca_topic_score_gemma":0.000022625365,"teacher_disagreement_score":0.7252142,"about_ca_system_score_codex":0.000004175367,"about_ca_system_score_gemma":0.000016843334,"threshold_uncertainty_score":0.99748963},"labels":[],"label_agreement":null},{"id":"W4238760127","doi":"10.4095/220219","title":"Downhole seismic imaging of the Victor kimberlite, James Bay Lowlands, Ontario: a feasibility study","year":2005,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Kimberlite; Bay; Geology; Seismology; Archaeology; Oceanography; Geochemistry; Geography; Mantle (geology)","score_opus":0.023823068038646093,"score_gpt":0.25626483152091195,"score_spread":0.23244176348226586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238760127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48545495,0.0016780695,0.00008685137,0.0009921453,0.0023620853,0.0017159455,0.0003161201,0.00034771845,0.5070461],"genre_scores_gemma":[0.9435213,0.00010774089,0.00039166756,0.001098701,0.0002076693,0.0000035298228,0.00013085218,0.000012520461,0.05452598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965988,0.00021052103,0.0007678315,0.0007088823,0.0012748027,0.00043919572],"domain_scores_gemma":[0.9978355,0.00013274259,0.00047823056,0.0011111724,0.00031685818,0.00012546546],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015381209,0.00043488038,0.00066233095,0.00018123313,0.00021432343,0.0000970185,0.0008580527,0.00016739975,0.011646758],"category_scores_gemma":[0.00012721278,0.00026137734,0.00030412077,0.00028771322,0.00022240684,0.00021960409,0.00009691369,0.000755132,0.00007883115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015421634,0.000103495426,0.852299,0.000039167022,0.00004187631,0.000006543398,0.00056021044,0.000035740064,7.960551e-7,2.0132694e-7,0.13205905,0.014838497],"study_design_scores_gemma":[0.00027131563,0.00010639527,0.5870808,0.00012189855,0.00010642353,0.00005239189,0.00073208375,0.0023901474,0.00007551807,0.000052060797,0.40866843,0.00034253238],"about_ca_topic_score_codex":0.6649675,"about_ca_topic_score_gemma":0.1042514,"teacher_disagreement_score":0.5607161,"about_ca_system_score_codex":0.00013898932,"about_ca_system_score_gemma":0.0017357194,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W4238998972","doi":"10.1190/int-2013-0031.1","title":"Critical reflection illumination analysis","year":2013,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Reflection (computer programming); Offset (computer science); Total internal reflection; Optics; Critical reflection; Geology; Azimuth; Computer science; Physics; Psychology","score_opus":0.010107319385157968,"score_gpt":0.2634962973395514,"score_spread":0.2533889779543934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238998972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54151386,0.00010820481,0.3631751,0.0033338233,0.0006177572,0.00020145615,0.000008833945,0.00042432544,0.09061666],"genre_scores_gemma":[0.9959402,0.0000044015246,0.0026542884,0.0010521236,0.000026638667,0.0000023484738,0.000072638075,0.0000011279371,0.00024624256],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951047,0.00004842718,0.00011411904,0.0001219131,0.00011549263,0.0000895798],"domain_scores_gemma":[0.9996706,0.00008634173,0.000029109871,0.00007519688,0.000104223465,0.00003447452],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010494716,0.000047939942,0.000062581246,0.00021211084,0.00006249996,0.00008184171,0.000055770484,0.00003298414,0.004626925],"category_scores_gemma":[0.00013517633,0.000041876796,0.000050947707,0.00032608307,0.000041438132,0.0005623855,0.0000021302403,0.00005444838,0.000743504],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013401806,0.000012603478,0.07116468,0.0000086459195,0.00006013939,8.84081e-7,0.0007918494,0.00061637006,0.00040609651,0.0002021385,0.010426428,0.9162968],"study_design_scores_gemma":[0.000027119964,0.000049310864,0.1537959,0.000006282218,0.0000545594,0.0000021140063,0.00016653171,0.8389502,0.0015031815,0.0044264426,0.00094786525,0.00007050612],"about_ca_topic_score_codex":0.004222076,"about_ca_topic_score_gemma":0.000057363974,"teacher_disagreement_score":0.91622627,"about_ca_system_score_codex":0.00000635376,"about_ca_system_score_gemma":0.000005709595,"threshold_uncertainty_score":0.996283},"labels":[],"label_agreement":null},{"id":"W4239099025","doi":"10.1002/essoar.10501725.1","title":"Transient porosity generated at the serpentinization front","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Peridotite; Olivine; Ultramafic rock; Geology; Porosity; Pyroxene; Crust; Nanopore; Mineral; Mineralogy; Reaction rate; Geochemistry; Materials science; Nanotechnology; Mantle (geology); Chemistry","score_opus":0.024575219051705594,"score_gpt":0.21471461137464679,"score_spread":0.1901393923229412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239099025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69401497,0.0026797585,0.06512717,0.0693872,0.0047313897,0.0018834798,0.00090986583,0.0020777457,0.15918845],"genre_scores_gemma":[0.9789585,0.00022754072,0.0017141928,0.011332529,0.00013946075,0.0000018754006,0.0021521216,0.000005143431,0.005468628],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893016,0.00010352858,0.00019489434,0.00036652928,0.00024266646,0.00016221807],"domain_scores_gemma":[0.9994801,0.000026347538,0.000086653665,0.00027980335,0.000048033777,0.0000790437],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020515441,0.00016190013,0.00015740181,0.000029114586,0.0002162408,0.00009213057,0.00032511752,0.00011717234,0.011935694],"category_scores_gemma":[0.0000156653,0.00009989114,0.00008942704,0.0000694549,0.000067247536,0.000047523965,0.00008203466,0.00029706926,0.0007273098],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004097492,0.000013074635,0.025785046,0.000048869268,0.000042462085,0.00000906857,0.000769272,0.008010766,0.00014722743,0.000013974847,0.9287134,0.03640589],"study_design_scores_gemma":[0.00020624159,0.00006420321,0.06441879,0.000044444154,0.00007776849,0.000010333256,0.00015590442,0.5863186,0.019124692,0.0013391655,0.32771927,0.00052055815],"about_ca_topic_score_codex":0.011391018,"about_ca_topic_score_gemma":0.0005244395,"teacher_disagreement_score":0.6009941,"about_ca_system_score_codex":0.000009927519,"about_ca_system_score_gemma":0.000061051025,"threshold_uncertainty_score":0.9951922},"labels":[],"label_agreement":null},{"id":"W4239169682","doi":"10.2118/2003-121","title":"Methods for Modelling Full Tensor Permeability in Reservoir Simulators","year":2003,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Permeability (electromagnetism); Computer science; Reservoir simulation; Petroleum engineering; Tensor (intrinsic definition); Geology; Chemistry; Mathematics","score_opus":0.0472008207309232,"score_gpt":0.29325326559403636,"score_spread":0.24605244486311317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239169682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7806406,0.0001419124,0.15022077,0.0028125132,0.000988072,0.00024171858,0.00023654281,0.00006520436,0.064652696],"genre_scores_gemma":[0.9541007,0.000013109574,0.044217583,0.00078999565,0.00003144259,0.0000054191205,0.00006162322,0.0000038366616,0.00077625486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998942,0.00011125037,0.00021493438,0.00029408062,0.00012312792,0.00031458735],"domain_scores_gemma":[0.99917483,0.00023778412,0.000045764264,0.00016113311,0.00015937988,0.00022113007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007330816,0.00011223586,0.00013218526,0.00030090276,0.00009270529,0.0000792641,0.00032335252,0.000069633556,0.0018221902],"category_scores_gemma":[0.0003977564,0.00011156642,0.000057002046,0.000097882854,0.00006892929,0.00018643065,0.0000041017342,0.00015543432,0.000030900483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117445146,0.00003029769,0.35584676,0.000035594247,0.00004523043,0.000018185372,0.00049717334,0.5833386,0.00008182564,0.020163128,0.0049514975,0.03487426],"study_design_scores_gemma":[0.00016379335,0.000029016015,0.002513539,0.000015102186,0.0000022860809,0.0000044002572,0.0001261922,0.8173226,0.00017045108,0.010972438,0.16855603,0.00012413465],"about_ca_topic_score_codex":0.1521319,"about_ca_topic_score_gemma":0.060086895,"teacher_disagreement_score":0.3533332,"about_ca_system_score_codex":0.000077016935,"about_ca_system_score_gemma":0.00043005947,"threshold_uncertainty_score":0.99909025},"labels":[],"label_agreement":null},{"id":"W4239355182","doi":"10.4095/295560","title":"Ground deformation due to steam-assisted gravity drainage and cyclic steam stimulation observed by RADARSAT-2 in Alberta's oil sands","year":2014,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Steam-assisted gravity drainage; Oil sands; Steam injection; Geology; Petroleum engineering; Deformation (meteorology); Environmental science; Geotechnical engineering; Materials science; Oceanography; Composite material; Asphalt","score_opus":0.026484674463289757,"score_gpt":0.2435447781611158,"score_spread":0.21706010369782605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239355182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8512036,0.00076534104,0.0013954707,0.0010617193,0.00092713616,0.0005825132,0.0001715133,0.00031637007,0.1435763],"genre_scores_gemma":[0.98197454,0.00035813468,0.0010787507,0.0012408136,0.00010772867,0.0000037304023,0.003322954,0.00001597423,0.011897374],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99737424,0.00022416071,0.00068653206,0.0005640588,0.000734667,0.0004163678],"domain_scores_gemma":[0.9986555,0.000296657,0.00032165908,0.00037888106,0.00012992104,0.00021736609],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014596556,0.00039120167,0.00061197684,0.00039936247,0.00019089945,0.00017663452,0.00025214878,0.00038937942,0.0003317762],"category_scores_gemma":[0.00024888007,0.00033230754,0.00009107205,0.00035306488,0.00007227683,0.00049750565,0.000038241495,0.00038714657,0.00006919143],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007452082,0.000046807407,0.0569364,0.000368611,0.00003360752,0.000013198324,0.0003213737,0.00010792526,0.000047623293,0.000011492251,0.08560839,0.85643005],"study_design_scores_gemma":[0.00084879284,0.00031408612,0.51485735,0.00040838926,0.00007120823,0.0001319545,0.00020657822,0.01982252,0.00024832593,0.00067158404,0.46143395,0.0009852715],"about_ca_topic_score_codex":0.3492237,"about_ca_topic_score_gemma":0.016942536,"teacher_disagreement_score":0.8554448,"about_ca_system_score_codex":0.00009065977,"about_ca_system_score_gemma":0.00017258077,"threshold_uncertainty_score":0.9999129},"labels":[],"label_agreement":null},{"id":"W4239567473","doi":"10.4133/1.2924689","title":"Shallow Seismic Reflection Methods for the Delineation and Hydrogeological Characterization of Buried Eskers in Eastern Ontario","year":2007,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2007","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Reflection (computer programming); Hydrogeology; Geology; Characterization (materials science); Seismology; Remote sensing; Computer science; Geotechnical engineering; Optics; Programming language; Physics","score_opus":0.010383257657116198,"score_gpt":0.22402858859997163,"score_spread":0.21364533094285543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239567473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6500014,0.000020375412,0.34921378,0.00030020394,0.000026125736,0.00036922528,0.0000056667477,0.000010310146,0.000052933097],"genre_scores_gemma":[0.99730796,0.000039883853,0.0023326832,0.00016185919,0.000021688018,0.000015822716,0.000054596607,0.0000036090196,0.00006188729],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948955,0.000015489659,0.00018955892,0.0001341209,0.000073031755,0.00009822912],"domain_scores_gemma":[0.9996395,0.00014874816,0.00007876182,0.00010166904,0.0000052658183,0.000026026744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006057513,0.000080695856,0.00009123423,0.000047608373,0.0000485684,0.000007079404,0.00006720306,0.00003802162,0.0000048942993],"category_scores_gemma":[0.0000050742674,0.000054511172,0.00001949645,0.00007051271,0.000042917734,0.00004805117,0.000010118819,0.00007211809,0.000001565218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021464648,0.000057876787,0.046902567,0.00006930433,0.000029443547,8.358217e-8,0.001244542,0.101063184,0.5436584,0.00029727057,0.0000125969555,0.30645013],"study_design_scores_gemma":[0.0002156292,0.00031356982,0.093179986,0.000027140464,0.000017959395,0.0000020263647,0.000065915716,0.8505843,0.04785582,0.00030737717,0.0073127523,0.000117526215],"about_ca_topic_score_codex":0.002790608,"about_ca_topic_score_gemma":0.00003849056,"teacher_disagreement_score":0.74952114,"about_ca_system_score_codex":0.000013929322,"about_ca_system_score_gemma":0.0000030536678,"threshold_uncertainty_score":0.4218583},"labels":[],"label_agreement":null},{"id":"W4239610181","doi":"10.1002/essoar.10504596.2","title":"States of in-situ stress in the Duvernay East Shale Basin and Willesden Green of Alberta, Canada: variable in-situ stress states effect fault stability","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Oil shale; Structural basin; Geology; In situ; Geochemistry; Library science; Computer science; Chemistry; Paleontology","score_opus":0.008438388818490246,"score_gpt":0.19900918521263428,"score_spread":0.19057079639414404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239610181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99059194,0.0006539326,0.000025145466,0.00048422092,0.00012967543,0.00053220434,0.0006487639,0.000012861965,0.006921246],"genre_scores_gemma":[0.99818105,0.00034414016,0.00031711056,0.00025233836,0.000012619033,0.0000067836468,0.0007683063,0.0000063849943,0.00011125796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971649,0.00068253046,0.0006727721,0.0005769173,0.00051145407,0.00039140816],"domain_scores_gemma":[0.9978182,0.0012311046,0.00025396445,0.0005247603,0.00009230999,0.00007969158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012068455,0.00032246992,0.0007489082,0.00019245764,0.0000385992,0.000060351736,0.00060016144,0.00017468148,0.0003872265],"category_scores_gemma":[0.000123077,0.00023044247,0.000059265516,0.00033734913,0.0002022579,0.00017579003,0.000178427,0.0006049078,5.2878715e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067981564,0.00006976842,0.9866801,0.00082854036,0.000027550675,0.000030867923,0.0029659874,0.003014498,0.0000421531,0.000004879443,0.0004167345,0.0058509577],"study_design_scores_gemma":[0.0007271512,0.00016221091,0.93642646,0.0012414211,0.00003509932,0.0000062395866,0.013501674,0.017344488,0.029219212,0.0005506227,0.00030802924,0.0004773659],"about_ca_topic_score_codex":0.9962331,"about_ca_topic_score_gemma":0.9918887,"teacher_disagreement_score":0.050253596,"about_ca_system_score_codex":0.000049937866,"about_ca_system_score_gemma":0.00060905586,"threshold_uncertainty_score":0.9397171},"labels":[],"label_agreement":null},{"id":"W4239640894","doi":"10.1190/tle36121039.1","title":"Reviews","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology","score_opus":0.06049084818499775,"score_gpt":0.2859225136147269,"score_spread":0.22543166542972917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239640894","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06234267,0.0035943496,0.0005974773,0.018166425,0.0017885837,0.00026596632,0.0000073443625,0.00025307346,0.91298413],"genre_scores_gemma":[0.97884697,0.00047922856,0.00049839576,0.0038221183,0.00023587621,5.621828e-7,0.0000035494409,0.000001716046,0.016111607],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999647,0.00003329162,0.0000658866,0.00008019321,0.000055792545,0.00011779749],"domain_scores_gemma":[0.99945,0.000033812557,0.00006599953,0.0004182389,0.0000062770687,0.000025656944],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049067347,0.000047571873,0.00007546807,0.000013718896,0.0005976325,0.00011220574,0.00048943446,0.0000164547,0.00048831117],"category_scores_gemma":[0.000111739915,0.000025968387,0.000034563716,0.000016994505,0.00011157217,0.00013198094,0.0000122027595,0.00008927217,0.003988854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017945144,0.0000010263973,0.023229323,0.000004011159,0.0000016494047,0.0000013095015,0.00012243752,9.44386e-7,0.00002318413,0.000094207,0.46244112,0.51407903],"study_design_scores_gemma":[0.00002938981,0.0000102900485,0.01883182,0.0000242676,0.0000039686124,0.000005388934,0.0000104705705,0.0013795397,0.00062214886,0.0013586227,0.9776721,0.000052013886],"about_ca_topic_score_codex":0.0008699019,"about_ca_topic_score_gemma":0.000021267,"teacher_disagreement_score":0.91650426,"about_ca_system_score_codex":0.0000012739392,"about_ca_system_score_gemma":0.0000055527144,"threshold_uncertainty_score":0.99678665},"labels":[],"label_agreement":null},{"id":"W4240204348","doi":"10.1190/tle19050546.1","title":"Review","year":2000,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foothills; Interpretation (philosophy); Gray (unit); Geology; Seismology; Reflection (computer programming); Computer science; Geography; Cartography; Programming language; Nuclear medicine; Medicine","score_opus":0.02369016249350089,"score_gpt":0.2452411514651977,"score_spread":0.2215509889716968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240204348","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021994708,0.060278587,0.000058185444,0.02033595,0.00032477465,0.0002078317,0.00000801784,0.00042358914,0.8963684],"genre_scores_gemma":[0.63458776,0.060960848,0.00078377477,0.21330547,0.00045001824,0.0000020992159,0.000042701107,0.0000076878,0.089859635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996409,0.00003935406,0.00006580118,0.00007523835,0.000061553954,0.000117163996],"domain_scores_gemma":[0.999759,0.000044679684,0.000013328299,0.00015257968,0.0000056169965,0.000024788831],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027200772,0.00004529348,0.00006530463,0.000011289328,0.000105956635,0.00001552666,0.00018874207,0.000012368,0.0111805955],"category_scores_gemma":[0.000012923644,0.000025849979,0.000029663364,0.000097713724,0.00004844965,0.0000610577,0.000002044098,0.00008291549,0.008632191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.7285014e-7,6.715748e-7,0.00052187796,0.000013340427,0.0000010218581,5.432583e-7,0.000025800595,0.0000026004923,0.0000013367091,0.000007887972,0.50379014,0.4956339],"study_design_scores_gemma":[0.000019013169,0.000011045046,0.0008427334,0.00018912628,0.0000060905895,0.000014135777,0.0000043247915,0.0008957307,0.000121593795,0.0004574704,0.99739146,0.000047290927],"about_ca_topic_score_codex":0.00038203434,"about_ca_topic_score_gemma":0.0000037128266,"teacher_disagreement_score":0.8065087,"about_ca_system_score_codex":0.000001242428,"about_ca_system_score_gemma":0.0000065535505,"threshold_uncertainty_score":0.9921397},"labels":[],"label_agreement":null},{"id":"W4240935730","doi":"10.4095/297813","title":"Hazus-MH 2.1 Canada application and databases: earthquake and flood module","year":2016,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Flood myth; Database; Computer science; Geography; Archaeology","score_opus":0.01885595002653397,"score_gpt":0.22605817076707285,"score_spread":0.20720222074053887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240935730","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06521688,0.021352915,0.012547785,0.005713492,0.0024106544,0.0016698743,0.0066995486,0.0007813581,0.8836075],"genre_scores_gemma":[0.9141241,0.021989092,0.0042842114,0.003984712,0.00072343816,0.000009825759,0.0030066946,0.000025292191,0.051852673],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987307,0.000026832788,0.00020086572,0.00042383443,0.00040867686,0.00020907297],"domain_scores_gemma":[0.9992849,0.000085674,0.000106624895,0.00029940112,0.00007618563,0.00014717925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032305258,0.00018487421,0.0002264995,0.00007168005,0.00012441195,0.000042224005,0.00011253726,0.00008320734,0.000825508],"category_scores_gemma":[0.000046258883,0.00012779003,0.000018561486,0.0000535387,0.0000904256,0.00013507507,0.000026250196,0.00013735001,0.000023292241],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029668192,0.000002184724,0.032603126,0.00006527143,0.000013880722,0.000006447815,0.0000052077626,5.264508e-7,0.000002962641,0.000013277411,0.44095263,0.52633154],"study_design_scores_gemma":[0.00007835861,0.000018945979,0.019205306,0.00006027019,0.000020438843,0.00007700125,0.00002652081,0.0017270457,0.00016169956,0.00010346149,0.97829854,0.00022238147],"about_ca_topic_score_codex":0.95906425,"about_ca_topic_score_gemma":0.64259183,"teacher_disagreement_score":0.8489072,"about_ca_system_score_codex":0.000013050567,"about_ca_system_score_gemma":0.00079786754,"threshold_uncertainty_score":0.9038733},"labels":[],"label_agreement":null},{"id":"W4241039872","doi":"10.1190/1.2370105","title":"Application of stable signal recovery to seismic data interpolation","year":2006,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interpolation (computer graphics); Computer science; SIGNAL (programming language); Signal recovery; Geology; Algorithm; Telecommunications","score_opus":0.015637984679911187,"score_gpt":0.2228162781674752,"score_spread":0.20717829348756403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241039872","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.073874004,0.00006925225,0.87739617,0.00077224814,0.00008424683,0.00018764805,0.00016573939,0.00013402084,0.047316678],"genre_scores_gemma":[0.9820715,0.00000338731,0.015541011,0.0008867082,0.000038809034,3.9714786e-7,0.000627297,0.0000013245386,0.000829555],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995046,0.000015515183,0.00013611004,0.00015568055,0.000101328566,0.00008674415],"domain_scores_gemma":[0.9996225,0.000034864323,0.00004348452,0.0002519729,0.000023537275,0.000023635988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019493469,0.000044691005,0.00006173197,0.000075082535,0.000034304023,0.000016539836,0.00022099994,0.000021484853,0.0007874653],"category_scores_gemma":[0.000006724189,0.000038081194,0.000011491997,0.0001375982,0.000016693404,0.00026783012,0.000018364897,0.000030893607,0.00014927123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000437252,0.000023264629,0.09287699,0.000014801734,0.0000054631028,4.4270263e-7,0.000027303588,0.006494828,0.0024233728,0.000115031966,0.29302934,0.6049454],"study_design_scores_gemma":[0.000040801642,0.000047789814,0.00874395,0.000006821098,0.000003572258,0.0000015912806,0.000044257587,0.91525716,0.007383977,0.0022108871,0.06619295,0.00006622928],"about_ca_topic_score_codex":0.049323004,"about_ca_topic_score_gemma":0.00016886991,"teacher_disagreement_score":0.90876234,"about_ca_system_score_codex":0.00000224429,"about_ca_system_score_gemma":0.000016353315,"threshold_uncertainty_score":0.95700765},"labels":[],"label_agreement":null},{"id":"W4241239449","doi":"10.1190/1.2144284","title":"Seismic signatures of two orthogonal sets of vertical microcorrugated fractures","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Computer science","score_opus":0.00918661486011705,"score_gpt":0.2475767730241192,"score_spread":0.23839015816400216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241239449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99028563,0.00038901094,0.0007440895,0.00064310845,0.00006185429,0.000070976945,0.00003120978,0.00007308993,0.007701048],"genre_scores_gemma":[0.9918056,0.000021681226,0.0054655382,0.0024908467,0.000033589302,1.8029542e-7,0.000044794935,0.0000023859254,0.00013537014],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920577,0.00003939246,0.00023995612,0.0001446942,0.00020249115,0.00016772508],"domain_scores_gemma":[0.99956274,0.00014201748,0.00004985219,0.00012824958,0.000054040796,0.000063092535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013998497,0.000097623546,0.00016860214,0.00009386355,0.000033906366,0.0000072004063,0.00017383667,0.00006385743,0.004440319],"category_scores_gemma":[0.00003392405,0.00007112964,0.000068954854,0.000119289834,0.00013490756,0.000117995136,0.0000100054485,0.00013306364,0.00004619544],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027228773,0.00016442656,0.42889053,0.00006970842,0.0000868696,0.000008054584,0.0004577488,0.017245006,0.026998272,0.00037712566,0.1365957,0.38883427],"study_design_scores_gemma":[0.00044181064,0.00014715447,0.122143306,0.000035450532,0.000022852963,0.00001437637,0.000060826576,0.25823963,0.59934324,0.0011067665,0.01824904,0.00019555056],"about_ca_topic_score_codex":0.0020045827,"about_ca_topic_score_gemma":0.00006731448,"teacher_disagreement_score":0.57234496,"about_ca_system_score_codex":0.000001980714,"about_ca_system_score_gemma":0.000041188567,"threshold_uncertainty_score":0.99646974},"labels":[],"label_agreement":null},{"id":"W4241489889","doi":"10.2118/2007-031","title":"Characterization of Fracture Network System of the Midale Field","year":2007,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Field (mathematics); Characterization (materials science); Computer science; Fracture (geology); Geology; Materials science; Geotechnical engineering; Nanotechnology; Mathematics","score_opus":0.008492037197995676,"score_gpt":0.19212808234644338,"score_spread":0.1836360451484477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241489889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9474853,0.00002104004,0.0034085896,0.0018855457,0.00092822773,0.000053277166,0.00010847927,0.000015625186,0.046093863],"genre_scores_gemma":[0.9980308,0.00000500978,0.00009780444,0.0012912092,0.0000965593,2.2546443e-7,0.000053358326,0.0000013393845,0.00042373926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994373,0.00001729981,0.00017128781,0.00008359605,0.00016131817,0.00012921344],"domain_scores_gemma":[0.9995211,0.00005032972,0.00012781064,0.0001143905,0.000115964576,0.000070448965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018330215,0.000052832933,0.00007637045,0.000081014405,0.000048654558,0.000014090928,0.0003251883,0.000048708946,0.0008577481],"category_scores_gemma":[0.00003168369,0.000040542207,0.000037318394,0.00008402214,0.00004647895,0.00007190323,0.000005931571,0.0000872871,0.0000078418325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039604478,0.000005750792,0.9723792,0.00003790703,0.00003723374,0.000006646762,0.00019993437,0.0012854608,0.001510115,0.005008312,0.008025423,0.011464403],"study_design_scores_gemma":[0.00013007243,0.000045764467,0.82909286,0.00021781756,0.000009551429,0.000013839935,0.00019823326,0.032390084,0.025621206,0.0002616958,0.111895174,0.0001237226],"about_ca_topic_score_codex":0.12260523,"about_ca_topic_score_gemma":0.032698616,"teacher_disagreement_score":0.14328636,"about_ca_system_score_codex":0.00001626583,"about_ca_system_score_gemma":0.00015057277,"threshold_uncertainty_score":0.9849521},"labels":[],"label_agreement":null},{"id":"W4242632772","doi":"10.3997/2214-4609.201412781","title":"True-amplitude Layer-stripping Common-shot Acoustic RTM","year":2015,"lang":"en","type":"article","venue":"Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acceleware (Canada)","funders":"","keywords":"Amplitude; Shot (pellet); Stripping (fiber); Acoustics; Waveform; Layer (electronics); Computer science; Optics; Materials science; Physics; Telecommunications; Composite material","score_opus":0.06266911558490168,"score_gpt":0.2632291398707457,"score_spread":0.20056002428584402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242632772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75019366,0.0006899902,0.0011095608,0.0022648869,0.00065404124,0.000273853,0.000025893913,0.00096478703,0.2438233],"genre_scores_gemma":[0.9948772,0.000028030927,0.0018555332,0.00251524,0.00015988735,0.0000018446514,0.00002299261,0.0000056822846,0.0005335669],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891615,0.000007661707,0.00018669551,0.00025254537,0.00030083602,0.00033612634],"domain_scores_gemma":[0.9994628,0.00003736237,0.00007704226,0.00008686239,0.0001130313,0.00022290375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044159623,0.00014224969,0.00017148178,0.00010723192,0.00013104056,0.00014218275,0.00029595295,0.00006901541,0.00030865538],"category_scores_gemma":[0.0001249722,0.00012246575,0.000043259886,0.00024065598,0.00007862906,0.00039163197,0.000023214177,0.00019424075,0.00036036293],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074685646,0.000037668222,0.52097064,0.00008772062,0.000026938307,0.000014220422,0.0019430929,0.00009896347,0.0011382579,0.00029408626,0.3692106,0.10610311],"study_design_scores_gemma":[0.0014762026,0.00072392926,0.042816494,0.0002596227,0.000095124786,0.0002215039,0.005637583,0.11405169,0.019714698,0.023080315,0.7905592,0.0013636388],"about_ca_topic_score_codex":0.001448506,"about_ca_topic_score_gemma":0.0000116550555,"teacher_disagreement_score":0.47815415,"about_ca_system_score_codex":0.000012970607,"about_ca_system_score_gemma":0.000044133143,"threshold_uncertainty_score":0.49940082},"labels":[],"label_agreement":null},{"id":"W4242972389","doi":"10.2118/2002-050","title":"Semi-Analytical Solutions for the Effect of Well Shut Down on Rock Stability","year":2002,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Citation; Shut down; Context (archaeology); Computer science; Download; Information retrieval; Operations research; Library science; World Wide Web; Engineering; Archaeology; Geography; Operating system","score_opus":0.030673389984156665,"score_gpt":0.2292700520110478,"score_spread":0.19859666202689114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242972389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5121142,0.0003767844,0.006742631,0.045663245,0.0022046259,0.0007281627,0.0025526383,0.00013104988,0.42948663],"genre_scores_gemma":[0.9974018,0.000020121699,0.00002289248,0.00080260856,0.000069358204,0.0000054229668,0.00005307291,0.0000021902538,0.0016225425],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991412,0.000047665413,0.00016066268,0.00018516663,0.0002056905,0.00025959886],"domain_scores_gemma":[0.9989278,0.00058618153,0.00005117579,0.00018659206,0.00009493274,0.0001533713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032148903,0.00009703437,0.00011763032,0.00012042635,0.00017968024,0.00005025321,0.00040805415,0.0000455644,0.011830451],"category_scores_gemma":[0.00022742327,0.00006763404,0.00009165111,0.00006359599,0.000100050085,0.00007929552,0.000007884578,0.00013728802,0.00021995464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027870978,0.000056329536,0.29364964,0.000073159776,0.0003613833,0.000014859479,0.00035236552,0.03283305,0.0000574814,0.019402176,0.58849233,0.06442854],"study_design_scores_gemma":[0.00017828675,0.0002030645,0.0075299535,0.000016348515,0.000017985194,0.0000036416297,0.000035485173,0.8669362,0.00035256683,0.00024838414,0.12439637,0.00008168177],"about_ca_topic_score_codex":0.069559015,"about_ca_topic_score_gemma":0.020908656,"teacher_disagreement_score":0.83410317,"about_ca_system_score_codex":0.000040004274,"about_ca_system_score_gemma":0.0000785841,"threshold_uncertainty_score":0.9969572},"labels":[],"label_agreement":null},{"id":"W4243100277","doi":"10.1190/tle34050572.1","title":"Reviews","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of Veterinarians of British Columbia; Research Manitoba","funders":"","keywords":"Microseism; Hydraulic fracturing; Geology; Philosophy; Engineering physics; Art history; Engineering; Art; Petroleum engineering; Seismology","score_opus":0.08554151304044261,"score_gpt":0.27449923336596965,"score_spread":0.18895772032552705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243100277","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058214728,0.012895133,0.001931142,0.014181538,0.0022422944,0.00036883404,0.0000072467938,0.0005773115,0.9095818],"genre_scores_gemma":[0.96266377,0.00033231382,0.0017139292,0.013231343,0.00040527835,0.0000011194466,0.000014532415,0.0000034228672,0.021634305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995957,0.00006493108,0.000074179174,0.00007238676,0.00007741952,0.000115398136],"domain_scores_gemma":[0.9997177,0.00003752943,0.00002741754,0.00015375199,0.000011491929,0.00005212207],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007066636,0.0000467682,0.00007265794,0.000020871346,0.00006791341,0.000025888854,0.00019435791,0.000015747944,0.00022548351],"category_scores_gemma":[0.000082515995,0.0000253332,0.00002517747,0.00009102633,0.000050691157,0.000076396456,0.0000059701993,0.00008239492,0.0058643296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021163085,0.000001008686,0.00542317,0.0000018326833,9.565962e-7,8.001501e-7,0.00029597248,0.0000063360058,0.000005408933,0.000049750844,0.8270888,0.16712385],"study_design_scores_gemma":[0.000037046273,0.000019635945,0.00060312834,0.000012159941,0.0000032817525,0.000009086779,0.000055536937,0.0022530828,0.00031573736,0.0017068008,0.9949372,0.00004729774],"about_ca_topic_score_codex":0.00049584924,"about_ca_topic_score_gemma":0.000009032774,"teacher_disagreement_score":0.90444905,"about_ca_system_score_codex":0.000002666259,"about_ca_system_score_gemma":0.000013070749,"threshold_uncertainty_score":0.9949097},"labels":[],"label_agreement":null},{"id":"W4243570040","doi":"10.1190/1.9781560802235.ch12","title":"12. Imaging Oil-Sands Reservoir Heterogeneities Using Wide-Angle Prestack Seismic Inversion","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prestack; Library science; Geology; Archaeology; Engineering; Geography; Computer science; Seismology","score_opus":0.03668374456132205,"score_gpt":0.2292927904493395,"score_spread":0.19260904588801747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243570040","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09747617,0.0018364629,0.008473739,0.0017032686,0.00318834,0.0012176218,0.0011378307,0.0013661183,0.8836005],"genre_scores_gemma":[0.4532578,0.0010294957,0.02306774,0.00942479,0.0015694278,0.000012706008,0.0028726417,0.00020024614,0.5085652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977891,0.00004527913,0.0005637881,0.00057512824,0.00065168936,0.00037502358],"domain_scores_gemma":[0.9982649,0.00012120323,0.00064649177,0.0005899901,0.00025018645,0.00012721558],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002783687,0.0004909934,0.00052708987,0.00014007161,0.00046048127,0.00012938556,0.00041973576,0.0003546491,0.0002769223],"category_scores_gemma":[0.000012376549,0.00049435056,0.00055606425,0.000027809718,0.0006463751,0.00067388796,0.00008173126,0.0006516547,0.000077502686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007464216,0.00019462833,0.006153281,0.0045366543,0.001547451,0.00008943133,0.041766986,0.0077682547,0.03355086,0.0031936155,0.37073418,0.5297182],"study_design_scores_gemma":[0.0012370052,0.00035526705,0.000101051446,0.00180213,0.00037816085,0.000023500072,0.002012715,0.2454557,0.05758649,0.11283262,0.57577467,0.0024406866],"about_ca_topic_score_codex":0.0018740019,"about_ca_topic_score_gemma":0.00005498671,"teacher_disagreement_score":0.5272775,"about_ca_system_score_codex":0.000031367832,"about_ca_system_score_gemma":0.00018792984,"threshold_uncertainty_score":0.9997508},"labels":[],"label_agreement":null},{"id":"W4243959575","doi":"10.1190/tle34030342.1","title":"Reviews","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Microseism; Geology; Philosophy; Art history; History; Seismology","score_opus":0.08554151304044261,"score_gpt":0.27449923336596965,"score_spread":0.18895772032552705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243959575","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058214728,0.012895133,0.001931142,0.014181538,0.0022422944,0.00036883404,0.0000072467938,0.0005773115,0.9095818],"genre_scores_gemma":[0.96266377,0.00033231382,0.0017139292,0.013231343,0.00040527835,0.0000011194466,0.000014532415,0.0000034228672,0.021634305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995957,0.00006493108,0.000074179174,0.00007238676,0.00007741952,0.000115398136],"domain_scores_gemma":[0.9997177,0.00003752943,0.00002741754,0.00015375199,0.000011491929,0.00005212207],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007066636,0.0000467682,0.00007265794,0.000020871346,0.00006791341,0.000025888854,0.00019435791,0.000015747944,0.00022548351],"category_scores_gemma":[0.000082515995,0.0000253332,0.00002517747,0.00009102633,0.000050691157,0.000076396456,0.0000059701993,0.00008239492,0.0058643296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021163085,0.000001008686,0.00542317,0.0000018326833,9.565962e-7,8.001501e-7,0.00029597248,0.0000063360058,0.000005408933,0.000049750844,0.8270888,0.16712385],"study_design_scores_gemma":[0.000037046273,0.000019635945,0.00060312834,0.000012159941,0.0000032817525,0.000009086779,0.000055536937,0.0022530828,0.00031573736,0.0017068008,0.9949372,0.00004729774],"about_ca_topic_score_codex":0.00049584924,"about_ca_topic_score_gemma":0.000009032774,"teacher_disagreement_score":0.90444905,"about_ca_system_score_codex":0.000002666259,"about_ca_system_score_gemma":0.000013070749,"threshold_uncertainty_score":0.9949097},"labels":[],"label_agreement":null},{"id":"W4244740968","doi":"10.2523/77598-ms","title":"Analysis of Generated and Reflected Pressure Waves during Fracturing Reveals Fracture Behavior","year":2002,"lang":"en","type":"article","venue":"Proceedings of SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Haliburton Forest & Wild Life Reserve; Nexen (Canada)","funders":"","keywords":"Citation; Exhibition; Library science; Computer science; Engineering; Art history; Archaeology; World Wide Web; History; Operations research","score_opus":0.019858101153695455,"score_gpt":0.23854105455305108,"score_spread":0.21868295339935562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244740968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99738675,0.00049638614,0.000034696684,0.0003160005,0.00000856485,0.000131326,0.0000814274,0.000090345115,0.00145452],"genre_scores_gemma":[0.99776584,0.0009247928,0.0010452381,0.00012210495,0.000024947663,0.0000021763594,0.000030867865,0.0000031602258,0.00008085955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905545,0.000007256907,0.00030109397,0.0002748548,0.00019729229,0.00016403508],"domain_scores_gemma":[0.99937904,0.000026748614,0.00019337637,0.00006123382,0.00026137204,0.000078230805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014484518,0.00013083422,0.00031222886,0.00028138567,0.00008954311,0.0000428805,0.000096385986,0.00014701352,0.0004912215],"category_scores_gemma":[0.00005733753,0.00011016306,0.000051580853,0.00041757786,0.0001660961,0.00045338084,0.000023380258,0.00018114831,9.951964e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000193243,0.0001862188,0.5002423,0.0005885564,0.00033328627,0.000007712486,0.0020017496,0.00004191672,0.42930436,0.00032845352,0.004087063,0.062685154],"study_design_scores_gemma":[0.00032417747,0.00034186244,0.7967221,0.0002217651,0.00080704637,0.000023251076,0.0006160799,0.008913333,0.19009686,0.001033866,0.000566214,0.00033342492],"about_ca_topic_score_codex":0.00033394585,"about_ca_topic_score_gemma":0.0000062639133,"teacher_disagreement_score":0.29647982,"about_ca_system_score_codex":0.0000022581057,"about_ca_system_score_gemma":0.0000040222058,"threshold_uncertainty_score":0.5378531},"labels":[],"label_agreement":null},{"id":"W4244940694","doi":"10.4133/1.2927173","title":"Seismic Velocities Contain Information about Depth, Lithology, Fluid Content, and Microstructure","year":2002,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2002","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lithology; Geology; Microstructure; Seismic velocity; Content (measure theory); Petrology; Mineralogy; Seismology; Materials science; Composite material","score_opus":0.0068684784567084696,"score_gpt":0.15518793897432917,"score_spread":0.1483194605176207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244940694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98819923,0.0004889035,0.0073136254,0.0017927769,0.00006306326,0.0005391803,0.00014296701,0.00008257375,0.0013776832],"genre_scores_gemma":[0.998128,0.00034371833,0.00035255964,0.0009307124,0.000017935494,0.000012334001,0.000045371475,0.000004189304,0.0001651579],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948084,0.000012087248,0.00015558422,0.000126442,0.00009500988,0.00013000565],"domain_scores_gemma":[0.99969906,0.00004076993,0.000060576727,0.00014245433,0.000005513241,0.00005160841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008184944,0.000118552656,0.000106150386,0.00004797935,0.00009008229,0.0000285721,0.00009333144,0.00004428358,0.00003553966],"category_scores_gemma":[0.0000033705185,0.00009259526,0.000020076674,0.000053071966,0.000095199735,0.00014446584,0.000016990974,0.000093971124,0.00008114258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011323359,0.0001401591,0.026637804,0.0005172475,0.00017141747,0.0000012221874,0.010976859,0.21032336,0.29810843,0.0041986504,0.014930898,0.43388072],"study_design_scores_gemma":[0.000535917,0.00041511448,0.07949353,0.000080554404,0.000030703697,0.000037225396,0.0006014745,0.8208989,0.020054074,0.0007287831,0.076625004,0.0004987237],"about_ca_topic_score_codex":0.0002956576,"about_ca_topic_score_gemma":8.4648553e-7,"teacher_disagreement_score":0.61057556,"about_ca_system_score_codex":0.0000069309262,"about_ca_system_score_gemma":0.0000011627855,"threshold_uncertainty_score":0.37759253},"labels":[],"label_agreement":null},{"id":"W4245116829","doi":"10.29173/ikc3505","title":"Emplacement sequence in X-ray pipe, Attawapiskat Kimberlites, Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"International Kimberlite Conference Extended Abstracts: 2008","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"De Beers (Canada)","funders":"","keywords":"Kimberlite; Sequence (biology); Geology; Geochemistry; Chemistry; Mantle (geology)","score_opus":0.017363702906015164,"score_gpt":0.22918038917613226,"score_spread":0.2118166862701171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245116829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82103753,0.00020710114,0.00008134029,0.0025398026,0.0023281423,0.0004112298,0.00025044105,0.000114722854,0.17302966],"genre_scores_gemma":[0.9807741,0.00008550031,0.0011283228,0.0024678337,0.00007448211,0.000005496523,0.0005744503,0.000008311034,0.014881489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972594,0.000062739855,0.0006607909,0.00061573746,0.0008600557,0.0005413112],"domain_scores_gemma":[0.99877435,0.00017464958,0.000244122,0.00036510284,0.0002396505,0.00020209815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038126478,0.00031116355,0.00029441458,0.00021230767,0.000073994124,0.00017055143,0.00073624647,0.00011250859,0.030153574],"category_scores_gemma":[0.000070709975,0.00029683133,0.00007202326,0.00018016296,0.00009407311,0.0006210589,0.000038590566,0.00052256987,0.00061755686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019472158,0.00014664982,0.85526407,0.000039285333,0.00009200472,0.00040939817,0.00083268364,0.004791267,0.00036960255,0.0012785782,0.04179723,0.094784506],"study_design_scores_gemma":[0.0005008532,0.000063844585,0.6563426,0.00013720205,0.0000051703805,0.000049803864,0.00030266738,0.0076723914,0.00048739547,0.0007970466,0.33324286,0.00039813376],"about_ca_topic_score_codex":0.97516114,"about_ca_topic_score_gemma":0.9506509,"teacher_disagreement_score":0.2914456,"about_ca_system_score_codex":0.0003190171,"about_ca_system_score_gemma":0.0016494438,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W4245507809","doi":"10.1190/1.1851181","title":"Curvelet-based non-linear adaptive subtraction with sparseness constraints","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvelet; Subtraction; Computer science; Noise (video); Basis (linear algebra); Citation; Noise reduction; Linear map; Artificial intelligence; Algorithm; Image (mathematics); Mathematics; Arithmetic; Library science; Geometry","score_opus":0.020434493161715958,"score_gpt":0.2186416070301262,"score_spread":0.19820711386841022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245507809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.543552,0.000026905303,0.38117027,0.0015328679,0.00028275038,0.00030659014,0.000042971493,0.000492529,0.07259313],"genre_scores_gemma":[0.970844,0.000004225106,0.027026206,0.0019147675,0.00003615725,7.284881e-7,0.00004819209,0.000002839739,0.00012290759],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993289,0.000018312501,0.000099182354,0.00019018716,0.0001768723,0.0001865287],"domain_scores_gemma":[0.99967265,0.00003877941,0.00004662701,0.000113258495,0.000050790557,0.000077889374],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013709955,0.00010517785,0.00009974886,0.000071448616,0.00010319527,0.00002314884,0.00008820707,0.000035172823,0.0013351626],"category_scores_gemma":[0.000007437644,0.000074322306,0.000027572021,0.00014820998,0.00019833427,0.00019466304,0.0000018310598,0.000113463735,0.00029878967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012562939,0.00036734148,0.33405983,0.00007371176,0.00012162025,0.0003959938,0.00058994873,0.13435824,0.00068609044,0.0014649567,0.011799026,0.51482695],"study_design_scores_gemma":[0.0064721587,0.0025711858,0.2071669,0.00038996342,0.000083678264,0.0003236547,0.0030840104,0.49561256,0.25611487,0.0028702412,0.023445828,0.0018649554],"about_ca_topic_score_codex":0.0108805355,"about_ca_topic_score_gemma":0.00029084928,"teacher_disagreement_score":0.512962,"about_ca_system_score_codex":0.00000765894,"about_ca_system_score_gemma":0.00013619884,"threshold_uncertainty_score":0.99957776},"labels":[],"label_agreement":null},{"id":"W4245689285","doi":"10.4133/1.3445487","title":"Update on Recent Observations in Multi‐Component Seismic Reflection Profiling","year":2010,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2010","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Profiling (computer programming); Component (thermodynamics); Computer science; Reflection (computer programming); Seismology; Geology; Physics","score_opus":0.013610595009191819,"score_gpt":0.19706750313465085,"score_spread":0.18345690812545903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245689285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99339813,0.00001037472,0.003402739,0.002278277,0.00016061547,0.0004776664,0.000027380636,0.000052212283,0.00019262507],"genre_scores_gemma":[0.9972031,0.00008400268,0.0020753487,0.00044046066,0.000024986131,0.000032003685,0.00008871364,0.0000068163727,0.00004452945],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993634,0.000014414234,0.00015969717,0.00020469654,0.00012645606,0.0001312993],"domain_scores_gemma":[0.99961835,0.00004879807,0.000056649365,0.00022298128,0.0000046910814,0.00004850976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020499957,0.00011465822,0.00009244552,0.000071560775,0.000075029115,0.000014875442,0.000121683675,0.000045223776,0.000013006029],"category_scores_gemma":[0.000005317159,0.000089556466,0.000020621806,0.000115542585,0.000034186352,0.00006293481,0.000014033429,0.0002509543,0.000059219547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029636325,0.0000951782,0.0066770115,0.00002349171,0.000008334229,1.4985852e-7,0.00014615226,0.1854591,0.78165865,0.0007422611,0.0001478827,0.025012149],"study_design_scores_gemma":[0.00026909087,0.00022893182,0.059500583,0.000037901566,0.000008492169,0.0000023114878,0.00003777003,0.771047,0.14763941,0.00055225164,0.020426245,0.00025000502],"about_ca_topic_score_codex":0.0004416995,"about_ca_topic_score_gemma":0.000007576304,"teacher_disagreement_score":0.63401926,"about_ca_system_score_codex":0.000010445417,"about_ca_system_score_gemma":0.0000036450954,"threshold_uncertainty_score":0.36520067},"labels":[],"label_agreement":null},{"id":"W4245833512","doi":"10.1190/1.1817011","title":"Time‐lapse well log analysis, fluid substitution and AVO","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Substitution (logic); Petroleum engineering; Computer science; Geology; Programming language","score_opus":0.011613006238399528,"score_gpt":0.1917127369002029,"score_spread":0.18009973066180338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245833512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.668682,0.0017947318,0.0020128828,0.0016105347,0.00012732028,0.0001136809,0.000019817571,0.00043343348,0.32520562],"genre_scores_gemma":[0.9891359,0.00029399546,0.0008893203,0.0017140835,0.000026276291,1.5246461e-7,0.000047142013,9.448691e-7,0.00789217],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994741,0.000027164975,0.00009531049,0.00016423628,0.00010459798,0.00013457079],"domain_scores_gemma":[0.999745,0.000031209624,0.000021456435,0.00011756987,0.00001467127,0.00007006188],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013100504,0.00006996157,0.00010120723,0.00014011905,0.00010218238,0.00003745952,0.00007352153,0.00003746606,0.030258399],"category_scores_gemma":[0.000009877,0.000053482327,0.000041188665,0.0002814372,0.00010367355,0.00016391526,0.0000049563428,0.00005194529,0.0021405604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019373732,0.000045786943,0.3307117,0.000015020424,0.00018660312,0.000027928876,0.000253281,0.0011851192,0.00027474947,0.00033855348,0.55001616,0.11692574],"study_design_scores_gemma":[0.000107863445,0.000045950328,0.018140594,0.000003210808,0.0000865878,0.000011039365,0.000032949756,0.84012973,0.0016956341,0.00020237271,0.13939644,0.00014762137],"about_ca_topic_score_codex":0.0016534455,"about_ca_topic_score_gemma":0.000031269614,"teacher_disagreement_score":0.8389446,"about_ca_system_score_codex":0.0000017521304,"about_ca_system_score_gemma":0.0000029486814,"threshold_uncertainty_score":0.99863636},"labels":[],"label_agreement":null},{"id":"W4246455133","doi":"10.1007/pl00001248","title":"Reliability of Seismic Moment Tensor Inversions for Induced Microseismicity at Kidd Mine, Ontario","year":2002,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Geology; Sill; Microseism; Seismology; Shear (geology); Moment tensor; Seismometer; Geotechnical engineering; Petrology; Deformation (meteorology)","score_opus":0.017904030930469206,"score_gpt":0.19390745161331913,"score_spread":0.1760034206828499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246455133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947679,0.000051022136,0.00020274211,0.00057760114,0.00009212658,0.000396585,0.000116511466,0.00005220259,0.0037432774],"genre_scores_gemma":[0.99429387,0.000032038934,0.0015676011,0.0019292749,0.00004839748,0.000007333801,0.000086074855,0.000004883419,0.0020305205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990451,0.000013195422,0.00021468387,0.0003183558,0.00015006658,0.00025859982],"domain_scores_gemma":[0.9994162,0.000087920685,0.00010833336,0.00023453208,0.00004962015,0.00010343263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011670568,0.0001646241,0.00024815593,0.00004598555,0.00020517677,0.000017415729,0.00014189105,0.00007356829,0.00028469518],"category_scores_gemma":[0.0000074734235,0.0001399063,0.00008003836,0.00011782564,0.00011749646,0.00008446104,0.000032066484,0.00013869377,0.0000462063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073793926,0.00082816137,0.22720394,0.0007326682,0.00018994039,0.0000056196195,0.011450141,0.0014480628,0.04482229,0.00089882134,0.4064731,0.3052093],"study_design_scores_gemma":[0.0032722356,0.00080749055,0.1740505,0.00009339775,0.0002508494,0.000015342635,0.0006527306,0.06483457,0.1311715,0.025202679,0.59817845,0.0014702792],"about_ca_topic_score_codex":0.016217437,"about_ca_topic_score_gemma":0.00065874076,"teacher_disagreement_score":0.30373904,"about_ca_system_score_codex":0.00002194496,"about_ca_system_score_gemma":0.000023030363,"threshold_uncertainty_score":0.9903337},"labels":[],"label_agreement":null},{"id":"W4247354619","doi":"10.1190/1.9781560803027.entry2","title":"Wide-azimuth amplitude-variation-with-offset analysis of anisotropic fractured reservoirs","year":2014,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Amplitude versus offset; Azimuth; Geology; Amplitude; Anisotropy; Seismology; Offset (computer science); Reflection (computer programming); Geodesy; Mineralogy; Optics; Physics","score_opus":0.019655923925609144,"score_gpt":0.2179823997910937,"score_spread":0.19832647586548457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247354619","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009981603,0.00075547997,0.26534066,0.0024040092,0.0009469449,0.0028518667,0.00960387,0.0010238087,0.70709175],"genre_scores_gemma":[0.83337957,0.00019057082,0.017380822,0.00324481,0.0003252151,0.000013683385,0.013618142,0.000060634033,0.13178654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979646,0.000048432004,0.0006072896,0.00047156776,0.0006984196,0.0002096918],"domain_scores_gemma":[0.9975101,0.00031545,0.001067259,0.00061728875,0.00041126966,0.00007864459],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002330429,0.00034773842,0.00080033223,0.00022852416,0.00015996683,0.000048296315,0.00032577277,0.00028224406,0.0012691108],"category_scores_gemma":[0.000020621585,0.00030055663,0.00062155654,0.0001397057,0.0003395215,0.00018883577,0.000023700783,0.0002851725,0.00003914858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010909932,0.00023748516,0.008863541,0.0023691189,0.02619255,0.000015261156,0.05039248,0.027103603,0.00097191846,0.068462975,0.5997189,0.21458113],"study_design_scores_gemma":[0.0019103877,0.0020660623,0.02278469,0.001271516,0.0069057266,0.0000024633841,0.0013773558,0.10727757,0.002999407,0.18101957,0.669342,0.0030432367],"about_ca_topic_score_codex":0.0013277186,"about_ca_topic_score_gemma":0.00010281721,"teacher_disagreement_score":0.823398,"about_ca_system_score_codex":0.000016623613,"about_ca_system_score_gemma":0.000121504854,"threshold_uncertainty_score":0.9999446},"labels":[],"label_agreement":null},{"id":"W4247492402","doi":"10.2523/63207-ms","title":"Horizon Attributes and Fracture-Swarm Sweet Spots in Low-Permeability Gas Reservoirs","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPE Annual Technical Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"U.S. Department of Energy","keywords":"Citation; Exhibition; Swarm behaviour; Computer science; Download; Library science; World Wide Web; Information retrieval; Artificial intelligence; History; Art history","score_opus":0.015378382214223284,"score_gpt":0.23235253008343001,"score_spread":0.21697414786920674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247492402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98879176,0.00016825473,0.000018842698,0.0028616413,0.000012539835,0.00018446731,0.000051803047,0.00010447462,0.0078061977],"genre_scores_gemma":[0.9972072,0.0016541118,0.00067807635,0.00034106727,0.000042127394,0.0000026545256,0.000034222725,0.0000032728365,0.000037213802],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988564,0.000009965675,0.00029772837,0.0003664293,0.0002145325,0.00025490482],"domain_scores_gemma":[0.9995486,0.00005648414,0.00007277088,0.0000678742,0.00014509221,0.000109180226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046389227,0.00015223592,0.00024728256,0.0001174808,0.00008144507,0.00006382703,0.00013363516,0.00015994327,0.0005735283],"category_scores_gemma":[0.00009596581,0.00013007298,0.000032354717,0.00021755186,0.0003188884,0.0007007399,0.000022170092,0.0002691754,0.000010246098],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007878235,0.00022525639,0.3289965,0.0005523649,0.000012468147,0.000010957406,0.001118131,0.000025258285,0.0046923207,0.0011162891,0.017989906,0.6444727],"study_design_scores_gemma":[0.0013898273,0.0024037582,0.7673549,0.0013802412,0.00004269562,0.000091095186,0.0027965347,0.007327746,0.07096616,0.13049926,0.01473986,0.001007901],"about_ca_topic_score_codex":0.0014312044,"about_ca_topic_score_gemma":0.000033305278,"teacher_disagreement_score":0.6434648,"about_ca_system_score_codex":0.000007136595,"about_ca_system_score_gemma":0.000019628329,"threshold_uncertainty_score":0.62797326},"labels":[],"label_agreement":null},{"id":"W4248010234","doi":"10.1016/b978-044452748-6/00008-0","title":"Theory and Observations – Teleseismic Body-Wave Scattering and Receiver-Side Structure","year":2007,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seismogram; Scattering; Receiver function; Inverse scattering problem; Inverse problem; Deconvolution; Source function; Geology; Algorithm; Computer science; Mathematics; Seismology; Mathematical analysis; Lithosphere; Physics; Optics","score_opus":0.025859992377473835,"score_gpt":0.22043210358437568,"score_spread":0.19457211120690185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248010234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009101689,0.0031417613,0.000034470253,0.00017687208,0.0002739345,0.00029274824,0.00021199213,0.00015002537,0.9866165],"genre_scores_gemma":[0.039079603,0.00093869603,0.003231284,0.006591756,0.00030297914,0.000001165598,0.00020607836,0.000034858705,0.9496136],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987588,0.000041435196,0.00027695205,0.00043981132,0.00021144189,0.00027156368],"domain_scores_gemma":[0.9991778,0.00019686272,0.0001525284,0.00027902788,0.00004674046,0.00014704747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041399934,0.00033155197,0.00032311297,0.00020698944,0.00024794767,0.00009249595,0.00014043642,0.00027202853,0.0005489751],"category_scores_gemma":[0.000023554556,0.00028993035,0.00006121386,0.000016006417,0.0003734386,0.000105313666,0.000044843484,0.0004810896,0.000021659673],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015929469,5.1727363e-7,0.0005725677,0.000049518014,0.000029947945,0.000024588497,0.00014085571,5.213428e-7,0.000037973903,0.001113136,0.00034179632,0.9976727],"study_design_scores_gemma":[0.00013635046,0.00004544188,0.005961469,0.0003377913,0.00007579489,0.00015340898,0.000041531654,0.0002547937,0.00017556155,0.09332813,0.8990268,0.00046289418],"about_ca_topic_score_codex":0.0000431848,"about_ca_topic_score_gemma":0.000039889113,"teacher_disagreement_score":0.9972097,"about_ca_system_score_codex":0.000009646832,"about_ca_system_score_gemma":0.000043769647,"threshold_uncertainty_score":0.9999553},"labels":[],"label_agreement":null},{"id":"W4248434115","doi":"10.29173/ikc3016","title":"Seismic reflection imaging of thin, kimberlite dykes and sills: exploration and deposit characterization of the Snap Lake dyke, Canada","year":2019,"lang":"en","type":"article","venue":"International Kimberlite Conference Extended Abstracts: 2003","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sill; Kimberlite; Geology; Reflection (computer programming); Geochemistry; Characterization (materials science); Petrology; Materials science; Mantle (geology)","score_opus":0.0096952103781823,"score_gpt":0.20771422031444423,"score_spread":0.19801900993626192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248434115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901214,0.00011288499,0.00044059652,0.0011915752,0.0008151453,0.00024186308,0.00016843482,0.00002776875,0.006880288],"genre_scores_gemma":[0.99805075,0.0002513459,0.00022109902,0.0004996046,0.00003387006,0.0000019171969,0.00024074201,0.000005045315,0.0006956441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987116,0.00007165179,0.00041772818,0.0002656721,0.0003832777,0.0001500796],"domain_scores_gemma":[0.9989357,0.00006377221,0.00038955305,0.00017025312,0.00038470485,0.000056017696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024460861,0.00015309665,0.00018058367,0.00009831244,0.00007315991,0.00007929252,0.00019588639,0.000054916127,0.000302325],"category_scores_gemma":[0.00009842384,0.00011989037,0.000027749835,0.00016829954,0.00011474002,0.0007215294,0.000025169722,0.00015987466,0.0000038917383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018847115,0.000050626466,0.7734734,0.00018669922,0.000094869036,0.0000075699004,0.0012422105,0.0009469533,0.018330744,0.0008579446,0.00095790287,0.20366263],"study_design_scores_gemma":[0.00035962762,0.000057416,0.85929596,0.00025215355,0.000023546732,0.00005865353,0.00034683512,0.096576676,0.029359374,0.0009830723,0.012472031,0.00021463253],"about_ca_topic_score_codex":0.09232453,"about_ca_topic_score_gemma":0.027460918,"teacher_disagreement_score":0.203448,"about_ca_system_score_codex":0.000018215515,"about_ca_system_score_gemma":0.00018031755,"threshold_uncertainty_score":0.9902854},"labels":[],"label_agreement":null},{"id":"W4248543280","doi":"10.2118/03-08-b","title":"An Update on Fibre Optic Distributed Temperature Systems","year":2003,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"SIGNAL (programming language); Computer science; Distributed acoustic sensing; Optical fiber; Raman scattering; Thermal; Raman spectroscopy; Software deployment; Optics; Materials science; Environmental science; Telecommunications; Fiber optic sensor; Physics; Meteorology","score_opus":0.005828294310592773,"score_gpt":0.19074094429216354,"score_spread":0.18491264998157075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248543280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815473,0.0015413542,0.00013370308,0.009674158,0.001114168,0.00008363916,0.00023079004,0.00012323647,0.00555164],"genre_scores_gemma":[0.99793833,0.00009888196,0.0007562834,0.0010023923,0.00006582872,3.5102505e-7,0.000029848006,0.000005466257,0.00010259714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888897,0.000086101056,0.000299828,0.00015112477,0.00019445841,0.00037953112],"domain_scores_gemma":[0.9990392,0.000024128998,0.00018630593,0.000263366,0.00011776127,0.00036925924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035395622,0.00013984134,0.00025214572,0.0019784265,0.00015086067,0.00008182702,0.00041145584,0.00024222978,0.00029898869],"category_scores_gemma":[0.000101908234,0.000112101545,0.00005823919,0.0006975493,0.000097819946,0.00019802067,0.0000018650674,0.0005568891,0.00006149257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020528396,0.00014198053,0.17958024,0.00008011728,0.0003192151,0.0051938808,0.00012389064,0.029018575,0.0021345285,0.04104208,0.6988694,0.043290786],"study_design_scores_gemma":[0.00045685202,0.001318343,0.0027560883,0.000095310184,0.000028456272,0.0027647046,0.0007195006,0.00411816,0.0030094867,0.0015270878,0.98291755,0.00028843764],"about_ca_topic_score_codex":0.014138595,"about_ca_topic_score_gemma":0.0045006154,"teacher_disagreement_score":0.28404814,"about_ca_system_score_codex":0.000046580208,"about_ca_system_score_gemma":0.00037989797,"threshold_uncertainty_score":0.99242634},"labels":[],"label_agreement":null},{"id":"W4248617885","doi":"10.1080/00908310152004773","title":"Relationships Among Formation Resistivity Factor, Compressional Wave Velocity, and Porosity for Reservoirs Saturated with Multiphase Fluids","year":2001,"lang":"en","type":"article","venue":"Energy Sources","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Porosity; Saturation (graph theory); Electrical resistivity and conductivity; Compressibility; Mineralogy; Geology; Viscosity; Pore water pressure; Materials science; Geotechnical engineering; Thermodynamics; Composite material","score_opus":0.03727226247702147,"score_gpt":0.21682888189017788,"score_spread":0.1795566194131564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248617885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822842,0.0002007598,0.015959818,0.00035306672,0.00004509976,0.00009089474,0.00006846365,0.00013362955,0.0008640967],"genre_scores_gemma":[0.9937071,0.000046890786,0.00495544,0.00021632796,0.000044314733,0.0000029045966,0.00035096298,0.0000038250046,0.0006721968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918604,0.00011222534,0.00014043794,0.00019641907,0.00018526832,0.00017958318],"domain_scores_gemma":[0.9993586,0.00027442691,0.000086428736,0.00011225892,0.000066913155,0.00010139997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021800344,0.00011724761,0.000118831405,0.00008893572,0.000624443,0.000071759205,0.00008213,0.00008215402,0.00008338812],"category_scores_gemma":[0.00007261821,0.000086122775,0.000026770107,0.00013444464,0.00016012309,0.0004914262,0.000013019494,0.00012306494,0.0000015700364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055325555,0.00003849762,0.9288917,0.000026553285,0.000027776934,0.000012147819,0.00091628503,0.0015489567,0.0002491082,0.00013869983,0.007161035,0.06043594],"study_design_scores_gemma":[0.00056857517,0.0001275967,0.6794946,0.000060863505,0.000013344793,0.000023030161,0.0003435309,0.28590533,0.005408227,0.0008613428,0.026973708,0.00021981639],"about_ca_topic_score_codex":0.005022165,"about_ca_topic_score_gemma":0.0012936776,"teacher_disagreement_score":0.2843564,"about_ca_system_score_codex":0.000006522971,"about_ca_system_score_gemma":0.000016162741,"threshold_uncertainty_score":0.75920445},"labels":[],"label_agreement":null},{"id":"W4249168025","doi":"10.1190/1.3064092","title":"Bayesian ground‐roll separation by curvelet‐domain sparsity promotion","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reflector (photography); Curvelet; Noise (video); Bayesian probability; Set (abstract data type); Separation (statistics); Computer science; Geology; Domain (mathematical analysis); Field (mathematics); Surface wave; SIGNAL (programming language); Surface (topology); Acoustics; Remote sensing; Artificial intelligence; Computer vision; Optics; Wavelet transform; Image (mathematics); Wavelet; Telecommunications; Physics; Mathematics; Geometry; Machine learning","score_opus":0.019341054898679474,"score_gpt":0.2241190371650875,"score_spread":0.20477798226640803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249168025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84104383,0.00012578395,0.05623544,0.0018135394,0.00023876215,0.00024209384,0.000031488195,0.00049903843,0.09977],"genre_scores_gemma":[0.9903628,0.000043681946,0.003904987,0.001254713,0.000049356615,6.5723344e-7,0.00023752541,0.0000021480685,0.0041440884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992166,0.0000690872,0.00013006479,0.000199024,0.00019885588,0.00018636326],"domain_scores_gemma":[0.99970895,0.000016296526,0.000045302084,0.00012566466,0.000025259882,0.00007855051],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021740803,0.00009443476,0.00009495942,0.000054302724,0.00026891625,0.000034705507,0.0001128219,0.000057205914,0.0025053988],"category_scores_gemma":[0.000009870669,0.000079377256,0.000037572685,0.00013715088,0.000074287964,0.00037726018,0.000005044354,0.00008753105,0.0003792978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025087134,0.00006180926,0.31417775,0.000008088269,0.0000070945293,0.000014095591,0.0003051005,0.000029892104,0.00030286418,0.00012141619,0.6595721,0.025374673],"study_design_scores_gemma":[0.00094596064,0.0008080511,0.17103042,0.00002526611,0.000016973647,0.0002878848,0.0002904067,0.19780736,0.012725301,0.012623438,0.60253996,0.0008990048],"about_ca_topic_score_codex":0.006670498,"about_ca_topic_score_gemma":0.00009307468,"teacher_disagreement_score":0.19777746,"about_ca_system_score_codex":0.000006645939,"about_ca_system_score_gemma":0.000023362996,"threshold_uncertainty_score":0.99994415},"labels":[],"label_agreement":null},{"id":"W4249321443","doi":"10.1017/9781316756041.005","title":"Wave Propagation and Seismic Modeling","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Seismology; Geology","score_opus":0.02806703434645654,"score_gpt":0.18082812894454509,"score_spread":0.15276109459808854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249321443","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014304231,0.00015543187,0.0037468623,0.000029706578,0.00015097483,0.00022699307,0.0001514979,0.00020157681,0.99390656],"genre_scores_gemma":[0.028426368,0.00019321346,0.0004404006,0.0003098911,0.00012878339,5.5373015e-8,0.00013682699,0.000010594198,0.97035384],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990983,0.000023749599,0.00012114213,0.00038763147,0.00018018718,0.00018899876],"domain_scores_gemma":[0.99942386,0.00002385536,0.00010531927,0.00023429445,0.00009546161,0.00011720759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110140354,0.00022535374,0.00020618863,0.0001540831,0.0002183025,0.000050594874,0.00017127104,0.00021614128,0.00004685222],"category_scores_gemma":[0.0000047677054,0.00023663556,0.00006721076,0.000005519725,0.00022969296,0.00013187855,0.00005520779,0.00025826722,0.000035867342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062204845,0.000016791953,0.00014303219,0.0006870605,0.00045730674,0.0008724667,0.00090929796,0.00056081766,0.000040995736,0.26552176,0.49323243,0.23693597],"study_design_scores_gemma":[0.00014868745,0.000059670958,0.000007118384,0.0001172442,0.00006735735,0.000028914928,0.000036839567,0.31667238,0.00012797194,0.00008655759,0.68236494,0.00028230727],"about_ca_topic_score_codex":0.0012783156,"about_ca_topic_score_gemma":0.0000028610461,"teacher_disagreement_score":0.31611156,"about_ca_system_score_codex":0.000018081639,"about_ca_system_score_gemma":0.000053595377,"threshold_uncertainty_score":0.96497184},"labels":[],"label_agreement":null},{"id":"W4249459428","doi":"10.2118/137778-pa","title":"Estimation of Steam Chamber Extent Using 4D Seismic","year":2010,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canada’s Oil Sands Innovation Alliance","funders":"","keywords":"Geology; Oil sands; Petrophysics; Facies; Saturation (graph theory); Petroleum engineering; Sedimentary rock; Seismic refraction; Petrology; Asphalt; Mineralogy; Geomorphology; Geotechnical engineering; Seismology; Geochemistry; Porosity; Structural basin","score_opus":0.009642288452858633,"score_gpt":0.21414000671400926,"score_spread":0.20449771826115062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249459428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928874,0.00021648935,0.0015419684,0.0032531542,0.00055408344,0.0000337541,0.00001707364,0.00002640109,0.0014697254],"genre_scores_gemma":[0.9881611,0.000036069443,0.011241005,0.0004414877,0.000057641133,1.05981144e-7,0.0000027612502,0.0000039511683,0.000055902427],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999113,0.000019832813,0.00035176656,0.000092484726,0.00017636045,0.00024651142],"domain_scores_gemma":[0.99918646,0.000023987683,0.0003341074,0.00017335486,0.00011048338,0.00017161148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035005796,0.00009210901,0.00021573032,0.002418342,0.000091161295,0.000018545152,0.00023740144,0.00017473825,0.00042695916],"category_scores_gemma":[0.00009538233,0.0000802946,0.00006694074,0.0004690713,0.00021397421,0.00017839033,0.000006159872,0.00048852817,0.000010952222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055010867,0.000042018615,0.09434359,0.000043412434,0.00009718588,0.00033085275,0.0001565965,0.034597326,0.008842464,0.0013105348,0.0150892,0.8450918],"study_design_scores_gemma":[0.00056308944,0.0005237811,0.008885038,0.00010127877,0.00006288046,0.0037342825,0.00044865138,0.8134485,0.025908696,0.0059940517,0.14004296,0.0002868245],"about_ca_topic_score_codex":0.087459415,"about_ca_topic_score_gemma":0.023001416,"teacher_disagreement_score":0.844805,"about_ca_system_score_codex":0.000020586054,"about_ca_system_score_gemma":0.00048950256,"threshold_uncertainty_score":0.99482626},"labels":[],"label_agreement":null},{"id":"W4249844883","doi":"10.3997/2214-4609-pdb.395.iptc-17407-ms","title":"Recent Advances in Seismic Monitoring of Thermal EOR","year":2014,"lang":"en","type":"article","venue":"IPTC 2014: International Petroleum Technology Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enhanced oil recovery; Petroleum engineering; Geology; Environmental science","score_opus":0.011162034734341552,"score_gpt":0.23783387036429282,"score_spread":0.22667183562995127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249844883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499335,0.001892176,0.0041628582,0.005305389,0.0011456399,0.000075400785,0.000022454695,0.00023324238,0.037229326],"genre_scores_gemma":[0.99519736,0.002696918,0.0016172968,0.00018703207,0.000065551736,0.0000035814753,0.000016396396,0.0000036555455,0.0002121867],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989536,0.00004344803,0.00028469504,0.0002637517,0.0002315312,0.00022297875],"domain_scores_gemma":[0.9993932,0.00007612184,0.00015736764,0.00021101853,0.00012818616,0.00003406964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028268676,0.00012797484,0.00018718427,0.00047018044,0.000037853253,0.000019405781,0.000652952,0.00012241982,0.0009671959],"category_scores_gemma":[0.0001222594,0.000115534276,0.000033890923,0.00014210147,0.00022081647,0.00028414011,0.000037691676,0.00026693186,0.00013864215],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002322111,0.000016720014,0.5012391,0.0000049779023,0.000007081429,0.0000023643104,0.000022302907,0.0009020953,0.0006094691,0.0010557552,0.000253032,0.49586385],"study_design_scores_gemma":[0.00093170424,0.00033371244,0.15841651,0.00023290615,0.000010700594,0.0000313102,0.0005031707,0.23673527,0.04441115,0.022123797,0.53581685,0.00045291384],"about_ca_topic_score_codex":0.0002922712,"about_ca_topic_score_gemma":0.00003379446,"teacher_disagreement_score":0.5355638,"about_ca_system_score_codex":0.000014462248,"about_ca_system_score_gemma":0.00004085055,"threshold_uncertainty_score":0.99994606},"labels":[],"label_agreement":null},{"id":"W4249924679","doi":"10.1002/essoar.10506521.2","title":"Comment on “Pressure-to-Depth Conversion Models for Metamorphic Rocks: Derivation and Applications”","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Preprint; Metamorphic rock; Space (punctuation); Geology; Computer science; Geochemistry; World Wide Web; Operating system","score_opus":0.03459777822514787,"score_gpt":0.2460111812020038,"score_spread":0.21141340297685593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249924679","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034399244,0.0010340209,0.9717874,0.015198226,0.00028450807,0.0019354388,0.00021035841,0.0002862169,0.0058239107],"genre_scores_gemma":[0.9087082,0.00048485308,0.04084357,0.047301695,0.00013066597,0.00011508362,0.0017075511,0.000010602768,0.0006977746],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882084,0.00005324162,0.00021299178,0.00051984825,0.00021561165,0.00017747704],"domain_scores_gemma":[0.9991762,0.00014812834,0.00009684708,0.00034707368,0.000113142094,0.00011858604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872696,0.00019620419,0.0002492609,0.00014926738,0.00017015351,0.0001439708,0.00021762722,0.00014826814,0.0002694316],"category_scores_gemma":[0.000018066154,0.00017118189,0.00007487136,0.00007936034,0.000031885444,0.00011857091,0.00008769459,0.00019861897,0.000020261643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025494795,0.0001682162,0.006408357,0.001215211,0.00033137595,0.0000030651124,0.00071099884,0.17217843,0.00010632329,0.0024099362,0.39897949,0.41723365],"study_design_scores_gemma":[0.0002778251,0.00012870214,0.00043075444,0.00011880626,0.000098894896,0.0000023347839,0.00029808172,0.6890045,0.008466158,0.009875551,0.29092205,0.00037638238],"about_ca_topic_score_codex":0.002949019,"about_ca_topic_score_gemma":0.000023605153,"teacher_disagreement_score":0.93094385,"about_ca_system_score_codex":0.000007350932,"about_ca_system_score_gemma":0.000046274927,"threshold_uncertainty_score":0.6980595},"labels":[],"label_agreement":null},{"id":"W4250140328","doi":"10.1090/gsm/197/02","title":"Wave equations","year":2018,"lang":"en","type":"book-chapter","venue":"Graduate studies in mathematics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Mathematics; Geology; Physics; Computer science; Applied mathematics","score_opus":0.2171337745695464,"score_gpt":0.3070237053695162,"score_spread":0.08988993079996976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250140328","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017083893,0.0016643736,0.00046086052,0.0004904738,0.0007680702,0.00029400107,0.00008347403,0.00017424938,0.99589366],"genre_scores_gemma":[0.012116326,0.008283458,0.044014785,0.0012531677,0.000625662,0.000006450636,0.00020263229,0.000046509776,0.933451],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998739,0.000015725254,0.000418845,0.00025830333,0.0003352856,0.00023282923],"domain_scores_gemma":[0.9988777,0.00042079668,0.00020552326,0.0003298966,0.00012494436,0.00004116325],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045049045,0.00025844254,0.00043595996,0.00021162642,0.00013228018,0.000023593386,0.00019095643,0.000117028656,0.0015675925],"category_scores_gemma":[0.00022526985,0.00021866357,0.00009457206,0.000051098446,0.00049967883,0.00006429946,0.00004598787,0.0002782038,0.001385152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011721949,0.000042959604,0.000094528645,0.0010616877,0.00049624476,0.00016469898,0.019344002,0.000026488398,5.784268e-7,0.07841707,0.8000746,0.10026545],"study_design_scores_gemma":[0.00009492302,0.00007954316,0.000014706321,0.0007322365,0.000060609724,0.000016023987,0.0010730622,0.010105117,0.000014874132,0.9077183,0.079729356,0.0003612588],"about_ca_topic_score_codex":0.000046743953,"about_ca_topic_score_gemma":0.00006518866,"teacher_disagreement_score":0.82930124,"about_ca_system_score_codex":0.000018964914,"about_ca_system_score_gemma":0.000027816917,"threshold_uncertainty_score":0.9993924},"labels":[],"label_agreement":null},{"id":"W4251202774","doi":"10.1190/int-2018-0007.1","title":"Coherence attribute applications on seismic data in various guises — Part 2","year":2018,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Virtual Materials Group (Canada)","funders":"","keywords":"Coherence (philosophical gambling strategy); Amplitude; Computer science; Bandwidth (computing); Inversion (geology); Seismic inversion; Optics; Algorithm; Geology; Physics; Mathematics; Seismology; Telecommunications; Statistics","score_opus":0.031155663248153057,"score_gpt":0.27786752804478626,"score_spread":0.2467118647966332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251202774","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29809088,0.0007070039,0.5345264,0.006155542,0.002306617,0.0019479758,0.0014226416,0.0011618834,0.15368102],"genre_scores_gemma":[0.99488634,0.000014698522,0.0012199669,0.003049496,0.0000999164,0.000005639665,0.00055125816,0.0000022818874,0.00017043145],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992667,0.00004842018,0.00016168912,0.00026395204,0.00012526847,0.00013397176],"domain_scores_gemma":[0.9993633,0.000099895304,0.00005847373,0.00040178522,0.00004210914,0.000034435674],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022900995,0.000073856725,0.00007674019,0.000091638256,0.0000708777,0.0000441015,0.0003765448,0.000036815112,0.0005685193],"category_scores_gemma":[0.00006762475,0.000066390545,0.000012582511,0.00017589937,0.00008959461,0.00024313596,0.000019798641,0.00009031787,0.0009993667],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063815845,0.000036622896,0.05426933,0.000011999522,0.000009512521,0.0000036983424,0.00055743894,0.00036154612,0.000043391366,0.00007209041,0.062788144,0.8817824],"study_design_scores_gemma":[0.00018819708,0.0002542329,0.024476316,0.0001230054,0.000010474349,0.000008415806,0.00013339306,0.7258464,0.002015558,0.0040887133,0.2426466,0.00020869878],"about_ca_topic_score_codex":0.00245941,"about_ca_topic_score_gemma":0.00031423834,"teacher_disagreement_score":0.88157374,"about_ca_system_score_codex":0.00000787365,"about_ca_system_score_gemma":0.000030752333,"threshold_uncertainty_score":0.99977845},"labels":[],"label_agreement":null},{"id":"W4251658380","doi":"10.1190/1.3059184","title":"Noise suppression for detection and location of microseismic events using a matched filter","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Computer science; Noise reduction; Geology; Filter (signal processing); Seismology; Artificial intelligence","score_opus":0.025342782087712956,"score_gpt":0.23521921078464034,"score_spread":0.20987642869692738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251658380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619924,0.000090651745,0.037511297,0.000058737456,0.00008338617,0.00012747555,0.0000076044103,0.000032521497,0.00009594369],"genre_scores_gemma":[0.9901597,0.000027642523,0.009367012,0.00024720983,0.000015165647,5.968655e-7,0.000014431831,0.0000016838094,0.00016655604],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964124,0.000015204058,0.00010272286,0.00010083445,0.000059643226,0.000080378246],"domain_scores_gemma":[0.9997736,0.000029484845,0.00004653915,0.0000615169,0.00006363002,0.000025192834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008068582,0.000048932907,0.00007021464,0.00005652051,0.00009504238,0.000004154543,0.000036964742,0.000033835404,0.00007269848],"category_scores_gemma":[0.000019194538,0.000039105773,0.000014973688,0.00009370528,0.000037176604,0.00013364996,0.0000040746427,0.00002520395,0.0000033207339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037798198,0.000058498703,0.2993349,0.00030250743,0.00002433449,0.0000017464829,0.0011215829,0.0010104764,0.539547,0.000004355608,0.007178929,0.15103765],"study_design_scores_gemma":[0.0003849419,0.00010910356,0.100883074,0.00005316213,0.0000112261105,0.0000501256,0.00010842458,0.33975893,0.5568563,0.00040794077,0.0012628074,0.00011400149],"about_ca_topic_score_codex":0.002966696,"about_ca_topic_score_gemma":0.000011562622,"teacher_disagreement_score":0.33874846,"about_ca_system_score_codex":0.0000023105588,"about_ca_system_score_gemma":0.000016588076,"threshold_uncertainty_score":0.4484777},"labels":[],"label_agreement":null},{"id":"W4251868676","doi":"10.1081/22020586.2010.12041988","title":"The Application of Seismic Techniques in the Development of the Millennium Uranium Deposit, Northern Saskatchewan, Canada","year":2010,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cameco (Canada)","funders":"Uppsala Universitet","keywords":"Geology; Unconformity; Lithology; Borehole; Geochemistry; Structural basin; Basement; Mining engineering; Hydrogeology; Uranium ore; Uranium; Geomorphology; Paleontology; Geotechnical engineering; Archaeology","score_opus":0.005084359259493078,"score_gpt":0.19608104133210566,"score_spread":0.19099668207261258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251868676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99529254,0.0001343502,0.00015432727,0.0012831782,0.00016902997,0.0003462907,0.000016966747,0.000026134141,0.0025771735],"genre_scores_gemma":[0.99796385,0.00001112146,0.0012937003,0.0006277452,0.000024985953,0.0000073996184,0.000015058147,0.0000034360821,0.00005270943],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988678,0.00005892068,0.00038266304,0.00014506918,0.00034956032,0.00019597464],"domain_scores_gemma":[0.9990467,0.00021546564,0.00023549263,0.0004060725,0.00006491884,0.000031351796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006692818,0.00010893224,0.000108111264,0.000029836312,0.00021970586,0.000017626273,0.0006581105,0.00005042789,0.000009739983],"category_scores_gemma":[0.000033195374,0.000053507312,0.00003993524,0.0001765083,0.00013976409,0.000059419006,0.000016787199,0.0003067048,0.0000027969074],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002098367,0.000037266032,0.024817254,0.000023328877,0.000012167994,0.0000019757624,0.0012393319,0.00009380614,0.0023667882,0.000015218826,0.003356558,0.9680153],"study_design_scores_gemma":[0.000058520814,0.000011433217,0.7458024,0.000017773707,0.0000063419257,0.000010842328,0.0017802088,0.00056459126,0.21379457,0.0002938036,0.03757309,0.00008639946],"about_ca_topic_score_codex":0.63121384,"about_ca_topic_score_gemma":0.95019066,"teacher_disagreement_score":0.96792895,"about_ca_system_score_codex":0.000010659605,"about_ca_system_score_gemma":0.0005051555,"threshold_uncertainty_score":0.37124193},"labels":[],"label_agreement":null},{"id":"W4252395700","doi":"10.4133/1.2963303","title":"Application of P‐Wave Seismic Reflection Methods Using the Landstreamer/Minivib System to Near‐Surface Investigations","year":2008,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2008","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Reflection (computer programming); Surface wave; Geology; Surface (topology); Seismology; Computer science; Optics; Physics; Geometry; Mathematics","score_opus":0.014615928857424387,"score_gpt":0.21452027794928763,"score_spread":0.19990434909186325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252395700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79891044,0.00004774316,0.19944398,0.0005785176,0.00004052066,0.00062191935,0.000039150455,0.000056758785,0.00026096878],"genre_scores_gemma":[0.98449236,0.00003055318,0.015190977,0.00016726316,0.000024572533,0.000021760528,0.00003452214,0.000008432179,0.000029567047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992353,0.000050241055,0.0002161689,0.00020336671,0.00016727831,0.00012767052],"domain_scores_gemma":[0.9993937,0.00010874758,0.000116707924,0.00030342495,0.000010740465,0.00006666207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002587202,0.00012825927,0.00014241488,0.000035786223,0.0002224173,0.000011016556,0.00013875459,0.00003926933,0.0000023023135],"category_scores_gemma":[0.0000050701083,0.0000905112,0.000036558835,0.00024112366,0.00010697392,0.000058353748,0.0000220281,0.00010008881,0.000014474336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011950708,0.00001833237,0.0021074754,0.00004136485,0.000016580469,7.726051e-8,0.0006953665,0.8123931,0.17530397,0.00015463415,0.00011796652,0.009139126],"study_design_scores_gemma":[0.00006497028,0.000132146,0.0026624927,0.000031417196,0.000017857838,0.00001389214,0.00013315979,0.9300319,0.063347645,0.000070783084,0.0033805287,0.000113221446],"about_ca_topic_score_codex":0.001433644,"about_ca_topic_score_gemma":9.3953395e-7,"teacher_disagreement_score":0.18558192,"about_ca_system_score_codex":0.000021771897,"about_ca_system_score_gemma":0.00000993338,"threshold_uncertainty_score":0.36909395},"labels":[],"label_agreement":null},{"id":"W4252442868","doi":"10.1190/1.1817173","title":"Neural networks and AVO","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Artificial neural network; Computer science; Artificial intelligence","score_opus":0.015784447874480592,"score_gpt":0.18272497843213523,"score_spread":0.16694053055765462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252442868","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47518456,0.00411819,0.0038916785,0.0064979005,0.00053220516,0.00012932038,0.0000048093693,0.00069597765,0.50894535],"genre_scores_gemma":[0.9927049,0.00012359889,0.0004228421,0.0049291197,0.000037528192,6.261678e-8,0.000002691474,6.4919357e-7,0.0017785805],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997309,0.000010864868,0.000042136806,0.00007703456,0.00004212458,0.0000969766],"domain_scores_gemma":[0.9998699,0.000023561244,0.000008179779,0.00005077162,0.000004289228,0.000043305958],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004293414,0.000036705547,0.000036949026,0.000019682424,0.000056496083,0.000026137152,0.00004258941,0.00001793194,0.006969901],"category_scores_gemma":[0.0000042273414,0.000026546562,0.000009892259,0.000042853855,0.000036408885,0.00008772115,0.0000032415746,0.000048562837,0.000078241595],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014267946,0.0000023952778,0.13718358,0.0000013016935,0.00000168461,0.000004250435,0.000030588275,0.00053100765,6.52007e-7,0.000039518087,0.17084815,0.69135547],"study_design_scores_gemma":[0.000036261907,0.000022613794,0.01068236,0.0000010226614,0.0000011486785,0.000013862064,0.000018631279,0.9606705,0.000020246578,0.00010311406,0.028385898,0.000044355365],"about_ca_topic_score_codex":0.00094619696,"about_ca_topic_score_gemma":0.00001091292,"teacher_disagreement_score":0.96013945,"about_ca_system_score_codex":2.8348293e-7,"about_ca_system_score_gemma":3.8949742e-7,"threshold_uncertainty_score":0.99393785},"labels":[],"label_agreement":null},{"id":"W4252650849","doi":"10.2523/79847-ms","title":"Application of Real-Time Resistivity and Annular Pressure Data in Reducing Lost-Circulation Events","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPE/IADC Drilling Conference","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Citation; Computer science; Drilling; Haystack; Circulation (fluid dynamics); World Wide Web; Geology; Information retrieval; Engineering","score_opus":0.023079447608030355,"score_gpt":0.2407500476175016,"score_spread":0.21767060000947125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252650849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98934275,0.00021538463,0.0010501101,0.00015882634,0.000028883698,0.0002589902,0.000049054117,0.000035064095,0.008860941],"genre_scores_gemma":[0.9923389,0.00037383955,0.007146744,0.000012575579,0.000013021982,7.072687e-7,0.000039945775,0.000003433926,0.00007081121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989589,0.000014557794,0.0002901038,0.00036282252,0.00022271475,0.00015089533],"domain_scores_gemma":[0.99928886,0.00005498391,0.00026092387,0.00016615404,0.00018302079,0.000046044453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078777154,0.0001056399,0.00021041551,0.0001294063,0.000046217756,0.000021632915,0.0002499228,0.00007035762,0.00006461885],"category_scores_gemma":[0.00023704776,0.000104718725,0.000014812263,0.00021718549,0.00009176261,0.00049589464,0.000026852189,0.000098644814,0.000005693402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030785115,0.000025627203,0.95352226,0.0002592291,0.0000115689445,2.3046165e-7,0.00030168446,0.00014466059,0.021432623,0.00068551244,0.0001634745,0.023422344],"study_design_scores_gemma":[0.00032911042,0.00007725755,0.53314066,0.00053049,0.000049545404,0.000007969133,0.00023427038,0.40903503,0.044156346,0.010557227,0.0015941967,0.00028793837],"about_ca_topic_score_codex":0.0028440435,"about_ca_topic_score_gemma":0.000007433874,"teacher_disagreement_score":0.42038164,"about_ca_system_score_codex":0.0000036630033,"about_ca_system_score_gemma":0.000039135448,"threshold_uncertainty_score":0.4299362},"labels":[],"label_agreement":null},{"id":"W4252985419","doi":"10.1190/1.2792882","title":"Compressed wavefield extrapolation with curvelets","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Extrapolation; Compressed sensing; Curvelet; Operator (biology); Basis (linear algebra); Algorithm; Computer science; Mathematics; Mathematical analysis; Wavelet; Artificial intelligence; Geometry; Wavelet transform","score_opus":0.012887229253265117,"score_gpt":0.21091649384441893,"score_spread":0.19802926459115383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252985419","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32892567,0.00009641763,0.1845486,0.0009203691,0.00014513916,0.00012246158,0.000004065331,0.00039575147,0.48484153],"genre_scores_gemma":[0.9883216,0.000005157575,0.008762611,0.0020465956,0.000030799725,6.4598325e-8,0.000022267548,0.0000011394612,0.00080976007],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99956375,0.000009128175,0.00007536822,0.00009622477,0.00011706644,0.00013848644],"domain_scores_gemma":[0.9997608,0.00006604231,0.000022026663,0.00008251113,0.000020013493,0.000048594186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020271147,0.000051267787,0.000048400263,0.00005170604,0.0000628222,0.000019543291,0.00006694091,0.000026837208,0.0022840742],"category_scores_gemma":[0.0000050138906,0.000034070337,0.000012489868,0.00009119942,0.00003245431,0.0001258935,0.000001726968,0.00006134877,0.000087804874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008907264,0.000015309597,0.4768328,0.000007617407,0.000009250422,0.000019561514,0.00014352873,0.000082679704,0.0002211736,0.00043812927,0.033043258,0.48909763],"study_design_scores_gemma":[0.00053904834,0.0003541525,0.68137586,0.000030509098,0.000010416936,0.000054218108,0.00040879604,0.07399565,0.047635134,0.0012892975,0.19391736,0.0003895756],"about_ca_topic_score_codex":0.0031874282,"about_ca_topic_score_gemma":0.00022076197,"teacher_disagreement_score":0.65939593,"about_ca_system_score_codex":9.985879e-7,"about_ca_system_score_gemma":0.000007699422,"threshold_uncertainty_score":0.99862796},"labels":[],"label_agreement":null},{"id":"W4253276680","doi":"10.1190/1.2792417","title":"Improving AVO fidelity by NMO stretching and offset‐dependent tuning corrections","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Offset (computer science); Fidelity; High fidelity; Computer science; Physics; Telecommunications; Acoustics","score_opus":0.00857235359253305,"score_gpt":0.21406992423788265,"score_spread":0.2054975706453496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253276680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9085446,0.00038018625,0.04664704,0.0003547044,0.00042872762,0.00010654167,0.000028968334,0.0003774245,0.04313178],"genre_scores_gemma":[0.9950529,0.000029631683,0.00262281,0.0012827063,0.000042168038,1.5382663e-7,0.00003307506,0.0000018237199,0.00093475514],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992535,0.000024318855,0.00016053916,0.00019827927,0.00014107228,0.00022228481],"domain_scores_gemma":[0.99960417,0.000118582415,0.000047071047,0.000101258454,0.000022986944,0.000105939274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064025965,0.00008521866,0.00008093285,0.00007098107,0.00027548117,0.00006924716,0.00008109077,0.00004547666,0.0006274046],"category_scores_gemma":[0.00004665125,0.000072047886,0.000021957967,0.000085397725,0.000047257945,0.00024121357,0.000014356249,0.00017042541,0.000026160806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009289508,0.000008586361,0.20739993,0.0000092195005,0.0000059610024,0.000004521853,0.0001677303,0.000024385785,0.00090198044,0.00002835728,0.02635057,0.76508945],"study_design_scores_gemma":[0.00057404407,0.00024429776,0.07788492,0.000052167714,0.00003760396,0.000097142096,0.0071666227,0.8271346,0.041141238,0.0012266359,0.04366149,0.00077922974],"about_ca_topic_score_codex":0.04309541,"about_ca_topic_score_gemma":0.000636997,"teacher_disagreement_score":0.82711023,"about_ca_system_score_codex":0.0000063348343,"about_ca_system_score_gemma":0.000015230886,"threshold_uncertainty_score":0.9632767},"labels":[],"label_agreement":null},{"id":"W4253791375","doi":"10.1190/tle21020216.1","title":"Reviews","year":2002,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capilano University","funders":"","keywords":"Geomechanics; Philosophy; Geology; Art history; Library science; Art; Geotechnical engineering; Computer science","score_opus":0.05913170939520556,"score_gpt":0.2417537770232542,"score_spread":0.18262206762804864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253791375","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027463987,0.018055884,0.0006805908,0.014381221,0.0011097627,0.00028445935,0.000006131764,0.0004686736,0.9375493],"genre_scores_gemma":[0.9438791,0.0018470351,0.00077482086,0.012746914,0.00027061475,9.4387497e-7,0.000005014023,0.0000028721608,0.040472638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960214,0.00005140567,0.00007827784,0.000079213605,0.000061367035,0.00012760777],"domain_scores_gemma":[0.99972713,0.000052186155,0.000027133161,0.00016185915,0.000005039019,0.000026639727],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002922086,0.00004999133,0.00007209053,0.000022563903,0.00012827122,0.000026002946,0.00019231172,0.000016283542,0.0036762008],"category_scores_gemma":[0.000037446556,0.00002775893,0.00003428531,0.00009739687,0.000052543903,0.000070084665,0.000004332276,0.00009327735,0.012013458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.893698e-7,0.000001250163,0.0023611977,0.0000023075254,8.808083e-7,6.855562e-7,0.00017741891,0.0000019624213,0.000009754999,0.00002789281,0.6685695,0.32884672],"study_design_scores_gemma":[0.00002360144,0.0000130181015,0.00074006413,0.000014726364,0.0000033858742,0.0000092260725,0.000014077952,0.009569811,0.0002747095,0.00040605493,0.9888807,0.000050646784],"about_ca_topic_score_codex":0.00018361241,"about_ca_topic_score_gemma":0.0000047462663,"teacher_disagreement_score":0.91641515,"about_ca_system_score_codex":0.0000015760676,"about_ca_system_score_gemma":0.000001292857,"threshold_uncertainty_score":0.9972346},"labels":[],"label_agreement":null},{"id":"W4254174881","doi":"10.2523/87286-ms","title":"Large-scale Application of (Anisotropic) Pre-stack Depth Migration in the Foothills","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada)","funders":"Shell Canada","keywords":"Abu dhabi; Windsor; Citation; Miller; Library science; Foothills; Exhibition; Archaeology; Engineering; Computer science; Art history; Geology; History; Geography; Cartography; Paleontology; Metropolitan area","score_opus":0.008355352792210934,"score_gpt":0.2193562337271322,"score_spread":0.21100088093492125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254174881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88710237,0.000101534126,0.008583778,0.0017480986,0.000027726233,0.00034399328,0.00008219142,0.000088712855,0.10192161],"genre_scores_gemma":[0.99530387,0.00006166753,0.0020359557,0.001682775,0.000018403449,0.0000027218257,0.0001547146,0.0000010326789,0.0007388434],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949306,0.00004662945,0.00012793031,0.00010422056,0.00012528483,0.000102885744],"domain_scores_gemma":[0.999742,0.00005262254,0.000029562818,0.0001494057,0.000011688733,0.000014719953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017269833,0.000047501333,0.000058893012,0.000034694796,0.000041398598,0.000013486225,0.00014700364,0.00003100007,0.005363605],"category_scores_gemma":[0.000005691065,0.000029917754,0.000023463717,0.0001507092,0.000027950062,0.00010662776,0.0000016819001,0.000054450928,0.00011197582],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038068032,0.000074283365,0.36583725,0.000015022465,0.0000036607828,6.9519274e-7,0.003223175,0.00062056363,0.00006904087,0.00021728803,0.076279126,0.5536218],"study_design_scores_gemma":[0.00017670641,0.00009887359,0.38074365,0.000010041202,0.000004560429,0.0000036760036,0.000852981,0.16193426,0.002204419,0.0015724577,0.4523015,0.000096874646],"about_ca_topic_score_codex":0.0069542,"about_ca_topic_score_gemma":0.0038349335,"teacher_disagreement_score":0.553525,"about_ca_system_score_codex":0.0000016349965,"about_ca_system_score_gemma":0.000008898815,"threshold_uncertainty_score":0.9996586},"labels":[],"label_agreement":null},{"id":"W4254185321","doi":"10.1190/1.1817539","title":"Reservoir modeling of a thin carbonate reservoir using geostatistics and 4‐D seismic attributes, Weyburn field, Saskatchewan, Canada","year":2003,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geostatistics; Carbonate; Geology; Field (mathematics); Petroleum engineering; Reservoir simulation; Reservoir modeling; Geochemistry; Mining engineering; Petrology; Seismology; Spatial variability","score_opus":0.02409580099345675,"score_gpt":0.22205666212752784,"score_spread":0.19796086113407108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254185321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711874,0.0010250012,0.019796941,0.0007770976,0.0002069867,0.00013817988,0.00014397428,0.00005927308,0.0066651287],"genre_scores_gemma":[0.97801083,0.00006314903,0.019542627,0.001729322,0.000015219256,2.770276e-7,0.000030395346,0.0000048779416,0.0006033172],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987603,0.00010308051,0.0002983661,0.0002405864,0.000290659,0.00030699643],"domain_scores_gemma":[0.9992677,0.00022560604,0.00008011178,0.00022199618,0.00010164887,0.00010292199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042551293,0.00014370444,0.00021562389,0.00007506888,0.0001496073,0.00003076296,0.00015986894,0.00007239401,0.00027932855],"category_scores_gemma":[0.00017182379,0.00012423126,0.00002596755,0.00017669372,0.000050212966,0.00013253468,0.000019557669,0.00019004797,0.0000011398673],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011919271,0.000032054704,0.18115237,0.00029545074,0.00010042924,0.00012868442,0.001236039,0.7138433,0.00018311972,0.0005354704,0.09381431,0.008559571],"study_design_scores_gemma":[0.00015915187,0.000046787805,0.00016591349,0.000041044703,0.0000143202,0.000023650384,0.0016319323,0.9873834,0.001865861,0.0034000382,0.0050997967,0.00016806512],"about_ca_topic_score_codex":0.9657757,"about_ca_topic_score_gemma":0.6050829,"teacher_disagreement_score":0.3606928,"about_ca_system_score_codex":0.000016860391,"about_ca_system_score_gemma":0.0005682293,"threshold_uncertainty_score":0.5066004},"labels":[],"label_agreement":null},{"id":"W4254540220","doi":"10.4095/299556","title":"Isostatic residual gravity anomaly map, Canada","year":2017,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Residual; Geology; Anomaly (physics); Gravity anomaly; Geodesy; Bouguer anomaly; Computer science; Paleontology; Physics","score_opus":0.02816834318820277,"score_gpt":0.2502892659992274,"score_spread":0.22212092281102463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254540220","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036102408,0.0014229105,0.000036720914,0.0023920643,0.003878178,0.0002237405,0.0009188739,0.00019870221,0.9873186],"genre_scores_gemma":[0.30574912,0.0015606127,0.0027774768,0.0054551656,0.001221542,0.0000024807946,0.0034433529,0.00002466164,0.6797656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979589,0.000052677955,0.00028259915,0.00039471276,0.0009431807,0.0003679405],"domain_scores_gemma":[0.99866426,0.000091014,0.0002864665,0.0006372723,0.00015963876,0.0001613569],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005744516,0.0002550542,0.00036710498,0.00009195234,0.00034233683,0.00013894547,0.0005731674,0.0001651994,0.004743831],"category_scores_gemma":[0.0001871887,0.0002009494,0.00007044982,0.00003743001,0.00011291879,0.00012379538,0.00002500959,0.0003764679,0.00017841104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002961206,0.0000017687802,0.047482803,0.00006178331,0.000016475517,0.00009708742,0.000005075149,0.000001262008,1.0865697e-7,0.0000011427289,0.9155525,0.036777046],"study_design_scores_gemma":[0.000046119025,0.000032260472,0.056815736,0.000087051914,0.000026796957,0.000051853593,0.000032162425,0.00023590164,0.00007027889,0.00028826733,0.9420192,0.00029432142],"about_ca_topic_score_codex":0.9984985,"about_ca_topic_score_gemma":0.95235956,"teacher_disagreement_score":0.30755296,"about_ca_system_score_codex":0.000049665767,"about_ca_system_score_gemma":0.007411545,"threshold_uncertainty_score":0.9982155},"labels":[],"label_agreement":null},{"id":"W4254837538","doi":"10.1190/segam2019-w6-03.1","title":"Focal-time estimation: A new method for stratigraphic depth control of induced seismicity","year":2019,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Induced seismicity; Microseism; Hypocenter; Seismology; Geology; Offset (computer science); Geodesy; Computer science","score_opus":0.01699436484908937,"score_gpt":0.26199262821201164,"score_spread":0.24499826336292227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254837538","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09348308,0.00005932372,0.889626,0.0016259768,0.0001298591,0.00062287087,0.000037565682,0.00016018873,0.014255123],"genre_scores_gemma":[0.81766075,0.0000017014346,0.17887378,0.0024775898,0.000021338237,8.888323e-7,0.000026932988,0.0000021894896,0.0009348656],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992717,0.00005065041,0.00020173127,0.00017679042,0.00014066313,0.00015845818],"domain_scores_gemma":[0.9993381,0.00028574606,0.00009067815,0.00016094542,0.000046974546,0.00007756131],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036735024,0.00009550182,0.000208855,0.00009047692,0.000037937465,0.000021037287,0.0001481083,0.00006481679,0.0018278849],"category_scores_gemma":[0.000041818577,0.0000743528,0.00008509286,0.0001416528,0.000019491325,0.00017707652,0.0000028805036,0.00006649292,0.00010226427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018499455,0.000030942305,0.041234225,0.00007537666,0.00007582726,6.7426697e-7,0.0001629097,0.0030554363,0.0051031,0.0010371748,0.044435404,0.90460396],"study_design_scores_gemma":[0.0006882269,0.00033479472,0.007308576,0.00001601944,0.00001924686,0.0000039989372,0.000041118838,0.9643501,0.01827001,0.0060610697,0.0027870245,0.00011981413],"about_ca_topic_score_codex":0.008485644,"about_ca_topic_score_gemma":0.000031422685,"teacher_disagreement_score":0.96129465,"about_ca_system_score_codex":0.0000015520046,"about_ca_system_score_gemma":0.00008622721,"threshold_uncertainty_score":0.9990846},"labels":[],"label_agreement":null},{"id":"W4255078367","doi":"10.4133/1.2963300","title":"SV‐wave and P‐wave high resolution seismic reflection using vertical impacting and vibrating sources","year":2008,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2008","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Reflection (computer programming); Geology; Seismology; High resolution; Seismic wave; Acoustics; Remote sensing; Physics; Computer science","score_opus":0.012316717721780213,"score_gpt":0.1789990123162838,"score_spread":0.16668229459450357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255078367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893884,0.00010567511,0.009839538,0.0003003331,0.000023480088,0.00020280371,0.000010163013,0.00004056408,0.00008901769],"genre_scores_gemma":[0.9980122,0.00017043215,0.0015919497,0.00014421051,0.00003985617,0.000004426751,0.000016898903,0.000007045722,0.000012976766],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993538,0.0000214316,0.00014524668,0.00020579419,0.00012645825,0.00014726388],"domain_scores_gemma":[0.99969244,0.00007428877,0.00004820936,0.00011223625,0.0000038393846,0.00006896796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013188446,0.00012210247,0.00011368922,0.000051307547,0.0002522429,0.000018897495,0.00003593328,0.000042046362,0.0000037230393],"category_scores_gemma":[0.0000061528767,0.00009858753,0.000016688953,0.00007805668,0.000097684984,0.00011294262,0.000022716597,0.00011444147,0.0000027473786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085916276,0.00004638732,0.01110918,0.00010887734,0.000045143493,0.0000018693358,0.0020954004,0.25637838,0.6993187,0.00029468923,0.000112047666,0.030403404],"study_design_scores_gemma":[0.0001313295,0.0002190059,0.0120915435,0.00003863844,0.0000144412215,0.000062295505,0.000098073186,0.94998306,0.036694255,0.00022452508,0.0002914624,0.00015138627],"about_ca_topic_score_codex":0.00092439685,"about_ca_topic_score_gemma":7.2537216e-7,"teacher_disagreement_score":0.69360465,"about_ca_system_score_codex":0.0000128140055,"about_ca_system_score_gemma":0.0000041405738,"threshold_uncertainty_score":0.4020283},"labels":[],"label_agreement":null},{"id":"W4255156893","doi":"10.1190/1.3272708","title":"G <scp>EOPHYSICS</scp> bright spots","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spots; Biology; Botany","score_opus":0.014474066873609007,"score_gpt":0.21945031583053318,"score_spread":0.20497624895692418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255156893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64226115,0.00057946006,0.0005723725,0.0034305502,0.00066356244,0.00014098095,0.000010849788,0.00050368597,0.3518374],"genre_scores_gemma":[0.9783854,0.00004029844,0.00035004385,0.007379484,0.0002956312,2.2764489e-7,0.000015478032,0.000002790291,0.013530676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992869,0.00004500656,0.00009842227,0.0001556692,0.00014678761,0.00026724974],"domain_scores_gemma":[0.99948937,0.00016127234,0.000044145847,0.00023045337,0.000017152026,0.000057633028],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024742715,0.00010143592,0.00010842737,0.00004711193,0.00021829784,0.00006690535,0.0003305993,0.00003735653,0.0001138323],"category_scores_gemma":[0.000042252825,0.0000646688,0.000055247485,0.00017942625,0.00007598197,0.00015621935,0.000006136853,0.00017516196,0.0023522552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025180964,0.000011019578,0.005444506,0.000003577546,0.0000066151515,0.000009271223,0.0006842531,0.00004328273,0.00022543472,0.0005544032,0.5861038,0.4069113],"study_design_scores_gemma":[0.00014516703,0.00008660627,0.14472291,0.000037495603,0.000017932041,0.000031256564,0.00013318464,0.0074604955,0.014732449,0.022892263,0.80963814,0.000102081736],"about_ca_topic_score_codex":0.0003014892,"about_ca_topic_score_gemma":0.0000022421361,"teacher_disagreement_score":0.4068092,"about_ca_system_score_codex":0.0000040024825,"about_ca_system_score_gemma":0.000015711796,"threshold_uncertainty_score":0.99842453},"labels":[],"label_agreement":null},{"id":"W4255324780","doi":"10.22215/etd/2010-08618","title":"Fracture detection using seismic anisotropy at the Weyburn CO₂ storage site, Saskatchewan","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fracture (geology); Geology; Anisotropy; Mining engineering; Seismology; Geotechnical engineering; Physics","score_opus":0.0077253107208270265,"score_gpt":0.22208989638932533,"score_spread":0.2143645856684983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255324780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98731405,0.00045197248,0.0025695448,0.00025332082,0.0019281971,0.00030219037,0.00006316145,0.00030166516,0.006815918],"genre_scores_gemma":[0.95339185,0.000059125432,0.00077365077,0.0036135865,0.00032038437,0.000001566344,0.001821245,0.00001911106,0.039999496],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984953,0.000094680436,0.00025866865,0.0004238361,0.00039718405,0.00033037574],"domain_scores_gemma":[0.9990467,0.00009729875,0.00026353975,0.0004068318,0.00008695657,0.000098669865],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002766036,0.00033147418,0.00025297204,0.00014826359,0.0011575519,0.000117105716,0.00031126433,0.00054243306,0.0075314674],"category_scores_gemma":[0.000025428493,0.00021723667,0.00015361587,0.00019976414,0.00008028187,0.00021320104,0.000015829086,0.0009912784,0.00035852098],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001131087,0.00011075574,0.034122787,0.00051462976,0.00033933637,0.00013033001,0.023863228,0.010723789,0.05622883,0.0000053242484,0.21229379,0.6605361],"study_design_scores_gemma":[0.0003597613,0.00019065061,0.021953907,0.000117918484,0.00022819116,0.00012301657,0.008627991,0.26164106,0.12530266,0.00064684544,0.5796403,0.0011676892],"about_ca_topic_score_codex":0.06795944,"about_ca_topic_score_gemma":0.042798504,"teacher_disagreement_score":0.6593684,"about_ca_system_score_codex":0.000028860957,"about_ca_system_score_gemma":0.00013906702,"threshold_uncertainty_score":0.9933758},"labels":[],"label_agreement":null},{"id":"W4255446380","doi":"10.4095/216196","title":"Figure 52. Seismic time-thickness map of the M/S Assemblage","year":2004,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Assemblage (archaeology); Geology; Geography; Paleontology","score_opus":0.01751108740616374,"score_gpt":0.23406609185392677,"score_spread":0.21655500444776302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255446380","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029992328,0.0021654456,0.0005034111,0.0037532803,0.0028039173,0.0005008228,0.00029147632,0.00036678213,0.98661566],"genre_scores_gemma":[0.27858013,0.00077133364,0.0015810371,0.006086482,0.0006360045,0.000003064354,0.0008001186,0.000034505887,0.7115073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978114,0.000092922506,0.0004176426,0.0003609409,0.0010207776,0.00029634786],"domain_scores_gemma":[0.9986013,0.00009645506,0.00036327817,0.00063960033,0.0002248689,0.00007448412],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007781533,0.00028363988,0.00043142636,0.0001290701,0.00013668556,0.000045452416,0.0007597471,0.0003999734,0.014081145],"category_scores_gemma":[0.00008458035,0.00016789424,0.00028260233,0.00019423905,0.000192945,0.00010865121,0.000043223103,0.00056494336,0.0012865139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049481946,0.000012906517,0.0038292324,0.00023389168,0.00003593471,0.00001095863,0.00004568167,0.00022817358,0.000024246636,0.000007681799,0.973842,0.02172434],"study_design_scores_gemma":[0.00009830111,0.00004677789,0.0032755956,0.00043671153,0.00006269977,0.00007979955,0.00003963078,0.0024078465,0.0026117214,0.0010718373,0.9895599,0.0003092033],"about_ca_topic_score_codex":0.028984988,"about_ca_topic_score_gemma":0.00006161932,"teacher_disagreement_score":0.27558088,"about_ca_system_score_codex":0.00002966515,"about_ca_system_score_gemma":0.0013137038,"threshold_uncertainty_score":0.9994911},"labels":[],"label_agreement":null},{"id":"W4255568989","doi":"10.1190/1.9781560802235.ch6","title":"6. Seismic Rock Physics of Steam Injection in Bituminous-Oil Reservoirs","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Geophysics; Engineering; Geology; Computer science","score_opus":0.025769221100252076,"score_gpt":0.21929494218028245,"score_spread":0.19352572108003038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255568989","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.071500614,0.0006721671,0.0068978327,0.00056547724,0.001972329,0.0011726957,0.0006604105,0.00054681627,0.91601163],"genre_scores_gemma":[0.8114878,0.00046726788,0.002739865,0.00076851423,0.0005702572,0.000008492498,0.00084617734,0.000052081552,0.18305954],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982653,0.000027390342,0.0005930011,0.00039006278,0.000498698,0.00022554645],"domain_scores_gemma":[0.9985201,0.000073246,0.0006954576,0.00042666987,0.00022848148,0.000056081553],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024823306,0.0003228964,0.0005245705,0.00011652425,0.00011265019,0.00002287299,0.0002838834,0.00039595863,0.0000990445],"category_scores_gemma":[0.0000072495086,0.0003309436,0.00037736425,0.00006505346,0.00025497342,0.00032416804,0.00003197545,0.00066754315,0.00005808342],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048491528,0.00032069624,0.001665023,0.0034329598,0.0005888593,0.000010292934,0.031660296,0.022210442,0.01421461,0.008198987,0.05344428,0.86376864],"study_design_scores_gemma":[0.0025477873,0.0020020935,0.0008982498,0.0029300915,0.0002951645,0.000015824544,0.00422919,0.14799714,0.11430818,0.5696759,0.15207915,0.003021238],"about_ca_topic_score_codex":0.0023721128,"about_ca_topic_score_gemma":0.00010612109,"teacher_disagreement_score":0.8607474,"about_ca_system_score_codex":0.000019502064,"about_ca_system_score_gemma":0.0001681422,"threshold_uncertainty_score":0.9999143},"labels":[],"label_agreement":null},{"id":"W4255582916","doi":"10.1190/geo-2015-0173.1","title":"Representative elementary volumes for evaluating effective seismic properties of heterogeneous poroelastic media","year":2016,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Université de Lausanne; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Poromechanics; Geology; Porous medium; Geophysics; Seismology; Geotechnical engineering; Porosity","score_opus":0.024678795516324632,"score_gpt":0.2528469146276915,"score_spread":0.22816811911136686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255582916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930587,0.00018373178,0.0055286796,0.00018591233,0.00024353244,0.00046485,0.00015066704,0.000065934866,0.000118016265],"genre_scores_gemma":[0.9976647,0.000019623503,0.001747464,0.00030301086,0.000100543875,0.000015840267,0.00003160622,0.0000054770585,0.00011175132],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990707,0.000084258434,0.00018906682,0.00022770022,0.00021048852,0.00021779604],"domain_scores_gemma":[0.9991311,0.0004302503,0.00012806994,0.0001561294,0.000111217276,0.00004327306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002167962,0.00011610746,0.00017567475,0.00004563544,0.000087937995,0.00001054104,0.00014160373,0.000027477974,0.00010473053],"category_scores_gemma":[0.00016805332,0.000073053954,0.000080408696,0.00007796563,0.0001484703,0.00017373134,0.000017090531,0.000041151074,0.00004037337],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025130215,0.000037868158,0.03093766,0.000109224755,0.00011414357,0.0000023255398,0.0015978084,0.00049792003,0.019618325,0.000019979461,0.0040167663,0.94279665],"study_design_scores_gemma":[0.0014367269,0.001511545,0.0193623,0.00040768823,0.00013239244,0.000011878186,0.00091683725,0.11542342,0.8396915,0.01960894,0.001022216,0.00047451523],"about_ca_topic_score_codex":0.0012809443,"about_ca_topic_score_gemma":0.000013984251,"teacher_disagreement_score":0.94232213,"about_ca_system_score_codex":0.000009002714,"about_ca_system_score_gemma":0.000038768336,"threshold_uncertainty_score":0.2979054},"labels":[],"label_agreement":null},{"id":"W4256411781","doi":"10.1190/1.9781560802235.ch18","title":"18. The Effects of Cold Production on Seismic Response","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Library science; Computer science","score_opus":0.017917729512616096,"score_gpt":0.21320702495148142,"score_spread":0.1952892954388653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256411781","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14819746,0.0012989573,0.003681927,0.007986914,0.011510133,0.009022172,0.0006553859,0.0012730659,0.816374],"genre_scores_gemma":[0.5490566,0.00021669459,0.0010235943,0.0028614043,0.0005995952,0.000014500347,0.0001682749,0.00003781989,0.44602153],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986866,0.00007037418,0.00032597926,0.0003131342,0.0004566833,0.0001472304],"domain_scores_gemma":[0.9983804,0.0003790224,0.0005285069,0.000504869,0.00016944895,0.000037724905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042766298,0.0002499771,0.0003115808,0.00006238635,0.00019944701,0.000021720123,0.0002483133,0.00023590638,0.00006049718],"category_scores_gemma":[0.000049503255,0.00018858035,0.0003226851,0.00003083708,0.0005259385,0.00012381993,0.000016022947,0.000491508,0.00005938233],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002701835,0.00018816612,0.00008839167,0.0027949484,0.0008373766,0.000009968945,0.019046813,0.00070955016,0.1817413,0.019458096,0.5001302,0.27229336],"study_design_scores_gemma":[0.00046192718,0.0014145459,0.00025505852,0.0009789822,0.00016107762,0.0000036665756,0.00030964243,0.0016845515,0.5533493,0.054635372,0.38612,0.0006258683],"about_ca_topic_score_codex":0.00019307704,"about_ca_topic_score_gemma":0.000005319205,"teacher_disagreement_score":0.40085915,"about_ca_system_score_codex":0.000009491554,"about_ca_system_score_gemma":0.0001062657,"threshold_uncertainty_score":0.76900834},"labels":[],"label_agreement":null},{"id":"W4280550821","doi":"10.1016/j.petrol.2022.110652","title":"Seismic inverse modeling method based on generative adversarial networks","year":2022,"lang":"en","type":"article","venue":"Journal of Petroleum Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"China University of Petroleum, Beijing; National Natural Science Foundation of China","keywords":"Inversion (geology); Computer science; Algorithm; Markov chain Monte Carlo; Inverse problem; Seismic inversion; Synthetic data; Inverse; Robustness (evolution); Data mining; Mathematical optimization; Geology; Artificial intelligence; Bayesian probability; Seismology; Data assimilation; Mathematics","score_opus":0.0114773123957247,"score_gpt":0.21422483683765753,"score_spread":0.20274752444193284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280550821","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36760485,0.00015200968,0.62950754,0.00080907653,0.0012899258,0.000041113708,0.000006152216,0.000038632716,0.00055068784],"genre_scores_gemma":[0.9790046,0.000017310955,0.019490128,0.0013139375,0.00015561162,3.7429078e-7,0.000001236907,0.0000027899646,0.000014008612],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988255,0.00004238439,0.00019174007,0.0001433635,0.0005717892,0.00022520489],"domain_scores_gemma":[0.99956214,0.00007017434,0.00009076565,0.00007957358,0.000068486544,0.00012885734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020538976,0.000091223315,0.00013750378,0.0004219961,0.0003496888,0.00006581339,0.00026099902,0.00001789123,0.00009243196],"category_scores_gemma":[0.00007819249,0.0000770805,0.00004762231,0.00036982843,0.00004788904,0.00033925864,0.000023112636,0.0003673493,9.456319e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002671367,0.000004554395,0.00051091175,0.0000019553772,0.0000031242369,0.000010480363,0.00007011142,0.9941664,0.00021586307,0.000008339303,0.0005158292,0.004465752],"study_design_scores_gemma":[0.00023627533,0.00026339066,0.0002044916,0.000012701706,0.000008495445,0.00006021859,0.00024048465,0.9963701,0.00016594178,0.00003044008,0.0023147985,0.000092680355],"about_ca_topic_score_codex":0.00016179813,"about_ca_topic_score_gemma":8.8839056e-7,"teacher_disagreement_score":0.61139977,"about_ca_system_score_codex":0.000040329374,"about_ca_system_score_gemma":0.00015612373,"threshold_uncertainty_score":0.31432515},"labels":[],"label_agreement":null},{"id":"W4281750232","doi":"10.1093/gji/ggac208","title":"Seismic imaging of crystalline structures: improving energy focusing and signal alignment with azimuthal binning and 2.5-D full-waveform inversion","year":2022,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Bin; Azimuth; Geology; Amplitude; Perpendicular; Energy (signal processing); Reflection (computer programming); Inversion (geology); Seismology; Scattering; Traverse; Stacking; Geometry; Geodesy; Optics; Algorithm; Computer science; Physics; Mathematics; Tectonics","score_opus":0.00590366814628118,"score_gpt":0.19030690640609788,"score_spread":0.1844032382598167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281750232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98406976,0.0001481743,0.01427068,0.0009331473,0.00016643431,0.000033065757,0.00003092915,0.00002006428,0.0003277289],"genre_scores_gemma":[0.9965744,0.000029516072,0.00238647,0.0007153354,0.00018777259,4.819734e-7,0.000030750114,0.0000047292683,0.00007054338],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988981,0.000048916205,0.00020869714,0.00018070491,0.0004917717,0.00017180055],"domain_scores_gemma":[0.9995311,0.000058520644,0.00020049194,0.000050710638,0.00006293518,0.00009622616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018989031,0.00011574693,0.00013174067,0.00016807036,0.00034019892,0.00008949824,0.0001550087,0.0000151755685,0.00045652472],"category_scores_gemma":[0.000006830905,0.00009124659,0.00003932936,0.00008277083,0.00011569369,0.000317811,0.000088381246,0.00025104772,5.0275935e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000742553,0.00007194136,0.0675819,0.000034628145,0.00016195343,0.00017098257,0.0010351578,0.017048592,0.017752143,0.0006728449,0.00090491335,0.8938224],"study_design_scores_gemma":[0.0008421726,0.00043480485,0.012174151,0.00005251531,0.000028568225,0.0014305683,0.0015204598,0.9693483,0.0026332922,0.0074387365,0.0038662816,0.0002301658],"about_ca_topic_score_codex":0.0017173038,"about_ca_topic_score_gemma":0.00000493668,"teacher_disagreement_score":0.9522997,"about_ca_system_score_codex":0.000026999523,"about_ca_system_score_gemma":0.000047565354,"threshold_uncertainty_score":0.49986255},"labels":[],"label_agreement":null},{"id":"W4281783653","doi":"10.1190/int-2021-0150.1","title":"<i>V</i> P/ <i>V</i> S ratio anomalies in fractured rocks and implication for dolomite gas reservoir identification in the northwest Sichuan Basin","year":2022,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"Fundamental Research Funds for the Central Universities; National Science and Technology Major Project; National Natural Science Foundation of China","keywords":"Dolomite; Geology; Sichuan basin; Permian; Permeability (electromagnetism); Characterisation of pore space in soil; Porosity; Geochemistry; Structural basin; Natural gas; Tight gas; Mineralogy; Hydrocarbon exploration; Natural gas field; Petroleum reservoir; Geomorphology; Paleontology; Hydraulic fracturing; Geotechnical engineering; Chemistry","score_opus":0.009741441772174765,"score_gpt":0.2360744066627733,"score_spread":0.22633296489059854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281783653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860685,0.00031391467,0.0066512907,0.005534796,0.00014846385,0.00063955685,0.00010582205,0.000042563162,0.000495102],"genre_scores_gemma":[0.99652326,0.000026492397,0.00029588974,0.0023124702,0.00002155919,0.00008443161,0.0006955916,0.0000032031896,0.000037080856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990291,0.00020281078,0.00026429325,0.00022176473,0.0001547115,0.00012732214],"domain_scores_gemma":[0.99938625,0.0002891385,0.000120922654,0.00015728315,0.000030323736,0.000016065569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085137173,0.00008003932,0.00008963192,0.00016184355,0.00018525857,0.00009124639,0.00019557071,0.000028981995,0.000049297094],"category_scores_gemma":[0.000084160245,0.00006740391,0.000026679249,0.00024293827,0.000034687808,0.00035053637,0.0000122446345,0.00014704601,0.000003616075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074958423,0.00010646772,0.7086862,0.0000687853,0.000013769588,0.000005992377,0.031566862,0.01560481,0.0030067319,0.00032528158,0.015737042,0.22412847],"study_design_scores_gemma":[0.0006156717,0.00025539135,0.5622109,0.000029378145,0.000015049581,0.000024298524,0.003776155,0.3892599,0.00412122,0.010026012,0.029427465,0.00023856985],"about_ca_topic_score_codex":0.0062682955,"about_ca_topic_score_gemma":0.0020936423,"teacher_disagreement_score":0.37365508,"about_ca_system_score_codex":0.000017922277,"about_ca_system_score_gemma":0.000022778182,"threshold_uncertainty_score":0.94758296},"labels":[],"label_agreement":null},{"id":"W4283733638","doi":"10.3390/min12070836","title":"Seismic Response Models and the AVO Simulation of Coal-Bearing Reservoirs","year":2022,"lang":"en","type":"article","venue":"Minerals","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Polit National Laboratory for Marine Science and Technology; China Scholarship Council; National Natural Science Foundation of China; University of Calgary","keywords":"Geology; Coal; Bearing (navigation); Coal mining; Petroleum engineering; Seismology; Seismic to simulation; Mining engineering; Petrology; Geotechnical engineering; Seismic inversion","score_opus":0.02987932051919634,"score_gpt":0.24453339992930392,"score_spread":0.21465407941010758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283733638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930802,0.00039200432,0.00090190605,0.002543762,0.000060687347,0.00011909692,0.000027330127,0.000036932575,0.0028380896],"genre_scores_gemma":[0.9968819,0.00001677046,0.00016726826,0.0011684742,0.000013250251,0.0000018039568,0.0000138221685,0.0000020008433,0.0017347122],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991542,0.0003232205,0.00013546995,0.000109130786,0.00017805152,0.00009992648],"domain_scores_gemma":[0.99929225,0.0004695735,0.000059995207,0.00013856604,0.000016995287,0.000022610891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012462459,0.000052365594,0.000100065794,0.00006843062,0.00020914417,0.00001733483,0.00013007133,0.000013853614,0.00036096585],"category_scores_gemma":[0.00006136092,0.000036643567,0.000028790886,0.000105526495,0.00010232429,0.000112360394,0.00003548455,0.00009703701,0.0000029752073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053674425,0.0000028952659,0.0018525253,0.0000038847115,0.00000400964,0.000001086338,0.0005811422,0.9911265,0.00013671706,0.000034838187,0.00479635,0.00092331565],"study_design_scores_gemma":[0.0003342476,0.000050296283,0.0008289717,0.0000045124048,0.0000051826046,0.0000050505137,0.000301378,0.9800115,0.00042673084,0.0043814736,0.013601284,0.000049329523],"about_ca_topic_score_codex":0.0046704477,"about_ca_topic_score_gemma":0.000010374767,"teacher_disagreement_score":0.0111149475,"about_ca_system_score_codex":0.0000031946415,"about_ca_system_score_gemma":0.000016442536,"threshold_uncertainty_score":0.7060351},"labels":[],"label_agreement":null},{"id":"W4283751516","doi":"10.1190/geo2021-0654.1","title":"Accelerating seismic scattered noise attenuation in offset-vector tile domain: Application of deep learning","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Computer science; Offset (computer science); Residual; Artificial intelligence; Noise reduction; Deep learning; Wavelet; Noise (video); Pattern recognition (psychology); Algorithm","score_opus":0.010299937537754308,"score_gpt":0.20607319087030754,"score_spread":0.19577325333255324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283751516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992535,0.000052489755,0.005608181,0.0003021242,0.00008648001,0.00016246925,0.000017970266,0.0000648491,0.0011704606],"genre_scores_gemma":[0.9977911,0.0000045256807,0.0012575261,0.0005113863,0.000046987225,0.000009893607,0.00031587,0.0000039571587,0.000058763897],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991808,0.000096787444,0.00018560317,0.00017728485,0.00021096384,0.00014855145],"domain_scores_gemma":[0.9996252,0.00005438467,0.00014285365,0.0001282006,0.000025778276,0.000023552768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024298548,0.0000749721,0.00011303189,0.00008321328,0.0001937221,0.00001536048,0.00015127948,0.000020599342,0.00026419453],"category_scores_gemma":[0.000009791549,0.000081026825,0.000034452336,0.0003303723,0.000028664048,0.0001439095,0.000025174873,0.00020192454,0.000045383742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000357239,0.0000508201,0.24094866,0.000034598466,0.000007498066,0.0000020880295,0.001813996,0.05716333,0.005213273,0.000105373656,0.0006272684,0.6939974],"study_design_scores_gemma":[0.0002561739,0.000098733515,0.13251655,0.000008601299,0.0000054632324,0.0000031957863,0.0010600252,0.85619825,0.0017895113,0.002802082,0.005106324,0.00015507962],"about_ca_topic_score_codex":0.003592831,"about_ca_topic_score_gemma":0.0000242534,"teacher_disagreement_score":0.79903495,"about_ca_system_score_codex":0.000014969796,"about_ca_system_score_gemma":0.000019801802,"threshold_uncertainty_score":0.543131},"labels":[],"label_agreement":null},{"id":"W4283763904","doi":"10.21285/2686-9993-2022-45-1-8-33","title":"Viability assessment of integrated P- and S-wave surveys using ultrasound","year":2022,"lang":"en","type":"article","venue":"Earth sciences and subsoil use","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Context (archaeology); Ultrasonic sensor; Geology; Phase (matter); Displacement (psychology); Amplitude; Flow (mathematics); Artifact (error); Mechanics; Computer science; Acoustics; Physics; Optics","score_opus":0.050735656235173204,"score_gpt":0.2599676280456808,"score_spread":0.2092319718105076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283763904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99828774,0.0001621606,0.00044953753,0.000051972947,0.0001145603,0.000083175764,0.00010273949,0.00002664775,0.0007214592],"genre_scores_gemma":[0.99454516,0.00006468452,0.005083377,0.00021914784,0.000006896519,4.3381155e-7,0.000017394854,0.0000012759091,0.00006160972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987156,0.00036299202,0.00016794138,0.00027099843,0.00030077272,0.00018173094],"domain_scores_gemma":[0.9994367,0.00027586645,0.00007720852,0.00010638139,0.00003283321,0.00007106097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024414673,0.00008646313,0.00014228666,0.00010359649,0.00054873293,0.00010296657,0.00010329975,0.000018467857,0.0007183989],"category_scores_gemma":[0.000066843,0.00006792729,0.0000243626,0.00038088506,0.00054313644,0.00032699964,0.000035196135,0.00012960211,3.790192e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027694837,0.000010321056,0.98801243,0.0000053763274,0.0000029334212,0.000002018367,0.00013939652,0.00047802718,0.00020227814,0.000051000625,0.000046821002,0.011046609],"study_design_scores_gemma":[0.00008525168,0.00017247409,0.80344987,0.0000051590446,0.0000047054677,0.000036524387,0.0006633913,0.19355491,0.00027959392,0.0004431819,0.0012118774,0.00009305253],"about_ca_topic_score_codex":0.019709073,"about_ca_topic_score_gemma":0.00025998577,"teacher_disagreement_score":0.19307688,"about_ca_system_score_codex":0.0000034990667,"about_ca_system_score_gemma":0.00011162458,"threshold_uncertainty_score":0.9868188},"labels":[],"label_agreement":null},{"id":"W4284966309","doi":"10.1190/int-2022-0002.1","title":"Seismic reservoir characterization of the Gassum Formation in the Stenlille aquifer gas storage, Denmark — Part 2: Unsupervised classification","year":2022,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Reservoir modeling; Unsupervised learning; Workflow; Cluster analysis; Principal component analysis; Seismic attribute; Computer science; Geology; Artificial intelligence; Data mining; Pattern recognition (psychology); Petrology; Petroleum engineering; Database","score_opus":0.019288252010377455,"score_gpt":0.22135610809418313,"score_spread":0.20206785608380567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284966309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927905,0.000030964893,0.0021355255,0.002369418,0.00030750092,0.00034830032,0.00005480008,0.000027180606,0.00193581],"genre_scores_gemma":[0.99751675,0.000017209573,0.000035490153,0.0018974274,0.0000240606,0.000021429645,0.00033646272,0.000003164101,0.00014801398],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99855,0.0005545518,0.00029006344,0.00013495806,0.00035353896,0.0001168764],"domain_scores_gemma":[0.9994334,0.000091387985,0.00020134874,0.00020959586,0.000050686842,0.000013605536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065794925,0.00007635855,0.000081512735,0.00011355148,0.00021870612,0.000037643887,0.00036133634,0.000028161025,0.0005200049],"category_scores_gemma":[0.0000527049,0.000051153416,0.000049565715,0.00040082377,0.0000441186,0.000414274,0.000021222411,0.0001818122,0.00001851005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014816751,0.00044579842,0.3268375,0.00033415502,0.00007265656,0.000008602572,0.09551469,0.066097274,0.07214448,0.00049811695,0.04963157,0.38693348],"study_design_scores_gemma":[0.00014216133,0.00006645853,0.22911409,0.00003207823,0.000008995199,0.000010608695,0.0027702008,0.7583748,0.0019909127,0.00038115165,0.0070386394,0.000069903734],"about_ca_topic_score_codex":0.00042275,"about_ca_topic_score_gemma":0.00003802866,"teacher_disagreement_score":0.69227755,"about_ca_system_score_codex":0.000028757086,"about_ca_system_score_gemma":0.000025702975,"threshold_uncertainty_score":0.5693689},"labels":[],"label_agreement":null},{"id":"W4284976725","doi":"10.1190/int-2022-0001.1","title":"Seismic reservoir characterization of the Gassum Formation in the Stenlille aquifer gas storage, Denmark — Part 1","year":2022,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Aquifer; Geology; Porosity; Reservoir modeling; Seismic attribute; Facies; Petrology; Oil shale; Petroleum engineering; Mineralogy; Geotechnical engineering; Geomorphology; Groundwater; Paleontology","score_opus":0.01199616591442758,"score_gpt":0.21233428013285865,"score_spread":0.20033811421843106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284976725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99333686,0.000031910393,0.0016228488,0.0018890655,0.00037593395,0.00024072215,0.00004716473,0.000020240484,0.0024352407],"genre_scores_gemma":[0.99718285,0.00001089994,0.000027910692,0.0023498195,0.000021304535,0.000011354149,0.00018638275,0.000002232217,0.00020727303],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888635,0.0004019895,0.00021768994,0.0000992359,0.00029203502,0.000102715065],"domain_scores_gemma":[0.99955004,0.00007347175,0.00015579717,0.00017885247,0.000031344247,0.00001051702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054576754,0.00006076311,0.000068096866,0.00008551474,0.00017356787,0.000028377604,0.00030213874,0.000019444667,0.00061635254],"category_scores_gemma":[0.000040842147,0.000039122388,0.000041914554,0.00029090868,0.000035149897,0.0003326382,0.000022891825,0.00015740393,0.000016847223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012516064,0.00032388966,0.31179374,0.00028541294,0.00006816079,0.000019222629,0.10626763,0.115944386,0.017874628,0.0002996433,0.10660337,0.33926833],"study_design_scores_gemma":[0.00015986743,0.000108844324,0.1344589,0.000045991732,0.000010324857,0.00002408197,0.0027637403,0.8357432,0.0030233676,0.00073120283,0.022838261,0.00009225357],"about_ca_topic_score_codex":0.0005418262,"about_ca_topic_score_gemma":0.00004835124,"teacher_disagreement_score":0.7197988,"about_ca_system_score_codex":0.000017681756,"about_ca_system_score_gemma":0.000020100497,"threshold_uncertainty_score":0.6748628},"labels":[],"label_agreement":null},{"id":"W4285009082","doi":"10.1111/1365-2478.13242","title":"3D reflection seismic imaging of the Zinkgruvan mineral‐bearing structures in the south‐eastern Bergslagen mineral district (Sweden)","year":2022,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lundin Mining (Canada)","funders":"","keywords":"Geology; Seismogram; Mineral exploration; Economic geology; Seismology; Tectonics; Mineral resource classification; Mineralogy; Seismic refraction; Reflection (computer programming); Mineral; Mining engineering; Geochemistry; Volcanism; Computer science","score_opus":0.013379424497730066,"score_gpt":0.22626990422229173,"score_spread":0.21289047972456165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285009082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950021,0.00007104721,0.000129145,0.0007891179,0.00037213936,0.00022655934,0.000022214417,0.00006706197,0.0033206157],"genre_scores_gemma":[0.99835145,7.8879845e-7,0.00028943218,0.0008302337,0.00021169084,0.0000051688926,0.000020169704,0.000006356608,0.00028468348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849004,0.0002021075,0.00025801963,0.00029253948,0.00044157373,0.0003157306],"domain_scores_gemma":[0.9994151,0.000094845214,0.00016943949,0.0002711421,0.000021672258,0.00002781606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039828528,0.00014622266,0.00016216641,0.00007724417,0.00059754186,0.00007134031,0.00048759216,0.000020673137,0.00011399275],"category_scores_gemma":[0.000055263936,0.00009351636,0.0001088764,0.0005920656,0.00009220711,0.00015942068,0.00010292497,0.00053250196,0.000006144314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043559525,0.000039130686,0.92685527,0.000028003788,0.000014267988,0.000012571873,0.0056140544,0.0108400695,0.0015858348,0.000121196994,0.0012312455,0.05361481],"study_design_scores_gemma":[0.0002993259,0.00009138724,0.73552036,0.000025846408,0.00002427515,0.000050529237,0.004220595,0.25109047,0.00087577186,0.006333431,0.001224634,0.00024336793],"about_ca_topic_score_codex":0.01146278,"about_ca_topic_score_gemma":0.00008107418,"teacher_disagreement_score":0.24025041,"about_ca_system_score_codex":0.000025475947,"about_ca_system_score_gemma":0.000027454202,"threshold_uncertainty_score":0.99512},"labels":[],"label_agreement":null},{"id":"W4285134044","doi":"10.3997/2214-4609.202210525","title":"Interferometric, Target-Enclosing Waveform Inversion: a Comparison of Approaches","year":2022,"lang":"en","type":"article","venue":"83rd EAGE Annual Conference &amp; Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology; Memorial University of Newfoundland","funders":"","keywords":"Interferometry; Inversion (geology); Convolution (computer science); Waveform; Algorithm; Kinematics; Computer science; Inverse problem; Geology; Mathematics; Optics; Artificial intelligence; Mathematical analysis; Physics; Seismology; Telecommunications","score_opus":0.09258205410574319,"score_gpt":0.26653205447814066,"score_spread":0.17395000037239747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285134044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628981,0.0004935528,0.017756144,0.00089955766,0.00060735666,0.0003384788,0.00049405335,0.00025297343,0.016259791],"genre_scores_gemma":[0.9929496,0.000015071273,0.0045496523,0.00048602896,0.000069339774,0.000005787529,0.0011930917,0.0000065208055,0.00072490756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980295,0.00021059434,0.0004575749,0.00038767458,0.0005797972,0.00033489874],"domain_scores_gemma":[0.99906474,0.00010620328,0.00028512557,0.00028777836,0.0001389224,0.000117210984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062266225,0.00020019495,0.00033668644,0.0004893805,0.00044582988,0.0000690121,0.00038255492,0.000077170465,0.007843155],"category_scores_gemma":[0.00009335749,0.00019240764,0.00011521269,0.00071856217,0.0001738399,0.00058068574,0.0001045961,0.00044518037,0.0001471083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007619824,0.000794717,0.21427755,0.00035499773,0.00011827235,0.000023396085,0.04324759,0.0028301568,0.0021136194,0.0011777206,0.29355082,0.44074917],"study_design_scores_gemma":[0.0019882692,0.0031649398,0.019962722,0.00036772466,0.0001372992,0.00013237518,0.053931493,0.1575831,0.043818895,0.01760152,0.6991204,0.002191266],"about_ca_topic_score_codex":0.0021877587,"about_ca_topic_score_gemma":0.00006948592,"teacher_disagreement_score":0.43855792,"about_ca_system_score_codex":0.000033879685,"about_ca_system_score_gemma":0.000083056635,"threshold_uncertainty_score":0.9930638},"labels":[],"label_agreement":null},{"id":"W4285156347","doi":"10.3997/2214-4609.202210838","title":"Neural Estimation of Seismic Local Slopes","year":2022,"lang":"en","type":"article","venue":"83rd EAGE Annual Conference &amp; Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Plane wave; Seismic wave; Discretization; Plane (geometry); Artificial neural network; Finite difference method; Finite difference; Geology; Mathematical analysis; Geometry; Mathematics; Computer science; Seismology; Physics; Optics; Artificial intelligence","score_opus":0.024125705745183128,"score_gpt":0.24032617402806905,"score_spread":0.21620046828288592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285156347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86218005,0.000149945,0.13121931,0.0014197693,0.00045007447,0.00023096363,0.0005556703,0.00024352029,0.0035506813],"genre_scores_gemma":[0.99406785,0.0000148599875,0.0022674557,0.0014933005,0.000047469384,0.000005412552,0.0012999244,0.000004920564,0.0007988237],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985612,0.00019358644,0.00030682178,0.00028067152,0.0004105821,0.00024716317],"domain_scores_gemma":[0.9993501,0.000071773036,0.00016603636,0.00021553079,0.00011996978,0.00007659501],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003867661,0.00014686912,0.00018716005,0.00017119713,0.0002992739,0.00004440023,0.00023446824,0.000041848074,0.0049412493],"category_scores_gemma":[0.000050133156,0.00014575245,0.000072372735,0.00025781622,0.00016713877,0.0005155161,0.00004092743,0.00026585723,0.000180365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019283383,0.0000930058,0.0058929604,0.000071876275,0.000017829718,0.00001485893,0.0045669554,0.09093162,0.00039147615,0.0003032985,0.07626988,0.8212534],"study_design_scores_gemma":[0.00068654853,0.0006523371,0.011987285,0.000082023995,0.000045074485,0.00013303642,0.0036817505,0.73497057,0.004059687,0.009781721,0.23322745,0.0006925158],"about_ca_topic_score_codex":0.0052960864,"about_ca_topic_score_gemma":0.000109249515,"teacher_disagreement_score":0.8205609,"about_ca_system_score_codex":0.000015168974,"about_ca_system_score_gemma":0.00007546877,"threshold_uncertainty_score":0.99596834},"labels":[],"label_agreement":null},{"id":"W4285158648","doi":"10.3997/2214-4609.202210812","title":"Learning to Unflood the Salt in Full-Waveform Inversion, Application on Vintage GOM Data","year":2022,"lang":"en","type":"article","venue":"83rd EAGE Annual Conference &amp; Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Vintage; Inversion (geology); Workflow; Computer science; Waveform; Artificial neural network; Salt (chemistry); Geology; Artificial intelligence; Database; Seismology; Telecommunications; Geography","score_opus":0.037174979041383505,"score_gpt":0.2587337393131801,"score_spread":0.2215587602717966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285158648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97460306,0.000045855908,0.008044706,0.008797264,0.00034375986,0.00070486404,0.0005274539,0.00029163493,0.0066413926],"genre_scores_gemma":[0.9882314,0.00003070879,0.00049546926,0.006409486,0.00010253109,0.00001946085,0.0038383335,0.0000071447016,0.0008654651],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806243,0.0002850826,0.0002903815,0.0005459222,0.00048674925,0.00032944916],"domain_scores_gemma":[0.9988954,0.00013548296,0.00013131586,0.00065718684,0.000077829725,0.00010278773],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011157406,0.00017324425,0.00015836893,0.00022403536,0.0006226428,0.0001052322,0.00075961894,0.000058830603,0.002172981],"category_scores_gemma":[0.00015485832,0.00014377211,0.00003646358,0.000512087,0.00006950834,0.00050170685,0.00019842424,0.00063593755,0.0011221303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080900604,0.0002723409,0.030959796,0.00006264119,0.000029176466,0.000029864224,0.02388249,0.013257469,0.0030552617,0.0011569246,0.28588554,0.6405995],"study_design_scores_gemma":[0.00043242777,0.00069302024,0.011478589,0.00006770316,0.000015710664,0.000025331867,0.0076202084,0.04324622,0.00061830925,0.0026624387,0.93266577,0.00047429197],"about_ca_topic_score_codex":0.006712927,"about_ca_topic_score_gemma":0.0015118119,"teacher_disagreement_score":0.6467802,"about_ca_system_score_codex":0.000041043593,"about_ca_system_score_gemma":0.000079541416,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W4285163143","doi":"10.3997/2214-4609.202210843","title":"Deep Null Space Regularization for Seismic Inverse Problems","year":2022,"lang":"en","type":"article","venue":"83rd EAGE Annual Conference &amp; Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Regularization (linguistics); Inverse problem; Deconvolution; Singular value decomposition; Algorithm; Iterative reconstruction; Computer science; Inversion (geology); Synthetic data; Mathematical optimization; Applied mathematics; Mathematics; Artificial intelligence; Mathematical analysis","score_opus":0.027860917502840272,"score_gpt":0.23123836507565287,"score_spread":0.2033774475728126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285163143","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26180288,0.00029944343,0.709379,0.011547874,0.0016254615,0.0021475418,0.0014614026,0.00112489,0.010611486],"genre_scores_gemma":[0.97362596,0.00004475164,0.0077581927,0.0049257157,0.00016945657,0.00005214278,0.0050619813,0.000014005863,0.008347792],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982894,0.00018641047,0.00029251783,0.00046060036,0.0003838392,0.00038721578],"domain_scores_gemma":[0.9991012,0.000079826095,0.00019074226,0.00028996426,0.00021966455,0.00011856743],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005819643,0.00020249939,0.00019794135,0.00020529928,0.0006612586,0.00012132039,0.00026978442,0.000086887994,0.003934643],"category_scores_gemma":[0.00009675853,0.00021107869,0.00009705,0.0003233062,0.000105352105,0.0006283783,0.000042064636,0.0002691074,0.00024007731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005015368,0.00024785192,0.00836469,0.00030025782,0.00006329028,0.00001724783,0.019123726,0.04950901,0.002626633,0.0029251443,0.80282617,0.113494426],"study_design_scores_gemma":[0.0005683786,0.00034959952,0.00059187564,0.000043567266,0.000029885176,0.00003603905,0.0016866981,0.17759448,0.0009678093,0.02327152,0.79440945,0.00045069458],"about_ca_topic_score_codex":0.0018872998,"about_ca_topic_score_gemma":0.00037215097,"teacher_disagreement_score":0.7118231,"about_ca_system_score_codex":0.00003154745,"about_ca_system_score_gemma":0.00010544885,"threshold_uncertainty_score":0.9969759},"labels":[],"label_agreement":null},{"id":"W4285208947","doi":"10.3997/2214-4609.202210382","title":"Coherent Noise Suppression Via a Self-Supervised Deep Learning Scheme","year":2022,"lang":"en","type":"article","venue":"83rd EAGE Annual Conference &amp; Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Noise (video); Computer science; Noise reduction; Artificial intelligence; Noise measurement; Artificial neural network; Synthetic data; TRACE (psycholinguistics); Deep learning; Pattern recognition (psychology)","score_opus":0.020008479414257915,"score_gpt":0.23107831207170337,"score_spread":0.21106983265744544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285208947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97487205,0.00033979054,0.015656276,0.00096674927,0.00064797536,0.000459031,0.00018198596,0.0010057009,0.0058704494],"genre_scores_gemma":[0.98925585,0.00006729717,0.005755712,0.0013874565,0.0001307393,0.000021219224,0.0019473303,0.000011923417,0.0014224856],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760586,0.00043400296,0.00034535053,0.00052238983,0.0006214548,0.00047095015],"domain_scores_gemma":[0.9990724,0.00009247735,0.0001684696,0.00030540314,0.00017444197,0.00018684557],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055780937,0.0002565772,0.00024952687,0.00019861928,0.00090465223,0.00013649497,0.0003533072,0.00009548279,0.019235378],"category_scores_gemma":[0.000069349066,0.0002499681,0.00011260924,0.00031368478,0.000077721685,0.000614789,0.00009774604,0.00069276866,0.00074871746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009403836,0.0007552062,0.14285947,0.00028847103,0.00012940844,0.00014374369,0.04348325,0.0037744797,0.026413288,0.00023697296,0.16759989,0.6133754],"study_design_scores_gemma":[0.0013779192,0.00085401605,0.012183797,0.0001291237,0.000058481608,0.00013653851,0.0053416747,0.21171623,0.0036446396,0.0023570855,0.7609975,0.0012030075],"about_ca_topic_score_codex":0.0021273294,"about_ca_topic_score_gemma":0.00012539735,"teacher_disagreement_score":0.6121724,"about_ca_system_score_codex":0.000032805114,"about_ca_system_score_gemma":0.000075910146,"threshold_uncertainty_score":0.99999523},"labels":[],"label_agreement":null},{"id":"W4285239303","doi":"10.3997/2214-4609.202210207","title":"Separation and Shot Interpolation of Simultaneous-Source Data with Interpolated Mssa (I-Mssa)","year":2022,"lang":"en","type":"article","venue":"83rd EAGE Annual Conference &amp; Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Computer science; Algorithm; Projection (relational algebra); Grid; Source separation; Nearest-neighbor interpolation; Artificial intelligence; Mathematics; Linear interpolation; Pattern recognition (psychology); Image (mathematics); Geometry","score_opus":0.0422617226048572,"score_gpt":0.2756290604727935,"score_spread":0.23336733786793631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285239303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95171374,0.00013647896,0.04383928,0.00048433692,0.00014851797,0.00029516313,0.0010450592,0.00018461166,0.0021527924],"genre_scores_gemma":[0.9916272,0.000025819265,0.0020252208,0.0005546989,0.00004075857,0.000002735302,0.0050073992,0.0000065730187,0.00070959533],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985376,0.0001978687,0.00030119185,0.00041521844,0.0003474327,0.00020066585],"domain_scores_gemma":[0.9989975,0.00015692729,0.00021890753,0.00039206736,0.00015811277,0.00007647573],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043917453,0.00016367709,0.00019481171,0.00017676178,0.000258459,0.000083824605,0.00030440828,0.000056986788,0.0018857615],"category_scores_gemma":[0.00008656815,0.00014930569,0.00002352263,0.0002474919,0.00015049777,0.0007811446,0.000102600585,0.00026863726,0.000030897525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053435625,0.0005901489,0.15515795,0.0004417452,0.0002892184,0.000086628075,0.062249787,0.012640502,0.026470669,0.0005672482,0.17487454,0.561288],"study_design_scores_gemma":[0.00097117946,0.0015085404,0.004121501,0.000225031,0.00008809387,0.00021476459,0.0064120353,0.76178885,0.0019583835,0.0010331155,0.22092253,0.00075599476],"about_ca_topic_score_codex":0.0031423564,"about_ca_topic_score_gemma":0.0006505225,"teacher_disagreement_score":0.7491483,"about_ca_system_score_codex":0.000011076402,"about_ca_system_score_gemma":0.00006520588,"threshold_uncertainty_score":0.99902666},"labels":[],"label_agreement":null},{"id":"W4285252638","doi":"10.3997/2214-4609.202211028","title":"Seismic Attenuation Compensation with Spectral-Shaping Regularization","year":2022,"lang":"en","type":"article","venue":"83rd EAGE Annual Conference &amp; Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Attenuation; Seismic wave; Computer science; Bandwidth (computing); Acoustics; Seismic inversion; Compensation (psychology); Inversion (geology); Amplitude; Anelastic attenuation factor; Frequency compensation; Energy (signal processing); Geology; Seismology; Physics; Optics; Telecommunications; Azimuth","score_opus":0.03620973980623075,"score_gpt":0.23487645101405114,"score_spread":0.1986667112078204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285252638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85229594,0.00006337954,0.13829224,0.0035537886,0.00032810817,0.00044552947,0.00024723884,0.0004449215,0.0043288493],"genre_scores_gemma":[0.9885657,0.000017225499,0.0031501497,0.0018981169,0.00012416746,0.000010866243,0.004600009,0.000009092178,0.0016246882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821997,0.00024738724,0.0002773084,0.00041000033,0.00055163924,0.000293676],"domain_scores_gemma":[0.99919677,0.000051963223,0.00021756765,0.00024955612,0.00020379547,0.00008034163],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049561326,0.0001843369,0.00017126856,0.00022561473,0.0006863746,0.00014015567,0.00018900257,0.000057468536,0.0038189087],"category_scores_gemma":[0.000036559515,0.00018045261,0.000047393136,0.00040918074,0.00009459963,0.00080968835,0.000024496483,0.0003027675,0.00024757074],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018782858,0.00055593497,0.23027837,0.0003129913,0.00018671351,0.00008967473,0.04209978,0.14455839,0.012834015,0.007199438,0.23587613,0.3241303],"study_design_scores_gemma":[0.0026870407,0.0018325807,0.16302244,0.00036044614,0.00016145404,0.00046487342,0.008052102,0.37925044,0.007625173,0.03634342,0.3978192,0.0023808412],"about_ca_topic_score_codex":0.0019955547,"about_ca_topic_score_gemma":0.0002369198,"teacher_disagreement_score":0.32174945,"about_ca_system_score_codex":0.00004298133,"about_ca_system_score_gemma":0.000100941405,"threshold_uncertainty_score":0.9970917},"labels":[],"label_agreement":null},{"id":"W4285493960","doi":"10.1190/geo2021-0747.1","title":"Petrophysical inversion based on <i>f-s-r</i> amplitude-variation-with-offset linearization and canonical correlation analysis","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Petrophysics; Seismic inversion; Amplitude versus offset; Linearization; Geology; Inversion (geology); Synthetic data; Amplitude; Mathematics; Algorithm; Porosity; Geotechnical engineering; Nonlinear system; Seismology; Geometry; Physics","score_opus":0.0057574915326955075,"score_gpt":0.1834230948197315,"score_spread":0.177665603287036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285493960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8911795,0.000022590219,0.10350966,0.0016868169,0.0002702262,0.00027851947,0.00026261798,0.0002407068,0.0025493677],"genre_scores_gemma":[0.9945395,0.0000034823559,0.0013434548,0.0026843743,0.000055465094,0.0000032629061,0.0012668028,0.000003901683,0.00009976458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892956,0.00011213975,0.00012357323,0.00027743384,0.00040911575,0.00014819833],"domain_scores_gemma":[0.99949205,0.00013163911,0.000088315,0.00018238576,0.000039684357,0.00006595063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013624028,0.00010766449,0.00014244542,0.00015256059,0.00043015124,0.00004979656,0.00009754387,0.00002904746,0.0003705725],"category_scores_gemma":[0.000014108397,0.00009513505,0.000056903842,0.0008203365,0.000052023035,0.00012631674,0.000018331788,0.00021294352,0.000027835098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034361027,0.00017371064,0.26114348,0.000014779134,0.000119519915,0.000013079983,0.00044566477,0.68567514,0.00009636239,0.0009632518,0.0038542517,0.047157165],"study_design_scores_gemma":[0.00022579907,0.00029059593,0.12689689,0.0000027820838,0.000103769205,8.410436e-7,0.000042895834,0.869519,0.00003156677,0.00038254884,0.002381398,0.00012191355],"about_ca_topic_score_codex":0.0025406673,"about_ca_topic_score_gemma":0.000020487249,"teacher_disagreement_score":0.18384388,"about_ca_system_score_codex":0.000018826237,"about_ca_system_score_gemma":0.00006621657,"threshold_uncertainty_score":0.40575087},"labels":[],"label_agreement":null},{"id":"W4286711938","doi":"10.4095/329287","title":"Faults and lineaments of the Quebec City, Charlevoix and Saguenay-Lac St-Jean regions, Québec","year":2022,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Lineament; Geology; Seismology; Shore; Tectonics; Homogeneous; Latitude; Elevation (ballistics); Plate tectonics; Cartography; Digital elevation model; Geodesy; Geography; Remote sensing; Geometry","score_opus":0.028508418395074727,"score_gpt":0.2448651831450802,"score_spread":0.21635676475000548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286711938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54482144,0.051409215,0.00017630166,0.05698181,0.00591998,0.00346939,0.0032856744,0.0010436394,0.33289257],"genre_scores_gemma":[0.6064788,0.02205035,0.00045164264,0.0042208256,0.00031925272,0.000008405206,0.00069413654,0.00002734292,0.36574924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982756,0.00010538783,0.0003467562,0.00038710705,0.0006748883,0.00021029406],"domain_scores_gemma":[0.9989724,0.0001660595,0.0003055178,0.00037734426,0.00008247684,0.00009616768],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000598855,0.00022620104,0.0003399512,0.00012625684,0.00026808307,0.00003987625,0.0003226088,0.0001323982,0.002733379],"category_scores_gemma":[0.00016213671,0.00014397698,0.000091027716,0.00014074442,0.00028768243,0.000102725586,0.00013780229,0.00040246302,0.0000044785393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015079245,0.000017126657,0.3132862,0.00014158254,0.000055413682,0.000007293086,0.00024062136,0.0000042026268,0.00000252182,0.000007917018,0.58415204,0.10206999],"study_design_scores_gemma":[0.00014718024,0.0000791803,0.040301267,0.00012406826,0.000055759923,0.000067655776,0.00037798283,0.0007104522,0.00012840935,0.00012935912,0.9576378,0.0002408896],"about_ca_topic_score_codex":0.9490949,"about_ca_topic_score_gemma":0.26701796,"teacher_disagreement_score":0.68207693,"about_ca_system_score_codex":0.000027266226,"about_ca_system_score_gemma":0.0006582253,"threshold_uncertainty_score":0.99817824},"labels":[],"label_agreement":null},{"id":"W4287188796","doi":"10.48550/arxiv.2105.00003","title":"NuSPAN: A Proximal Average Network for Nonuniform Sparse Model --\\n Application to Seismic Reflectivity Inversion","year":2021,"lang":"","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deconvolution; Algorithm; Inversion (geology); Computer science; Seismic survey; Benchmark (surveying); Regular polygon; Convex optimization; Synthetic data; Reflectivity; Geology; Mathematical optimization; Mathematics; Seismology; Optics; Geometry; Physics; Geodesy","score_opus":0.0597368917347468,"score_gpt":0.2005942584824354,"score_spread":0.1408573667476886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287188796","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2691119,0.000062155275,0.72379065,0.0006497303,0.00065872155,0.002197629,0.00025815557,0.00029625863,0.002974779],"genre_scores_gemma":[0.97287196,0.00058629276,0.017208727,0.0032112836,0.00038269878,0.000010494962,0.0009069898,0.000042170806,0.004779384],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9948977,0.00028318138,0.00056866626,0.002683191,0.00027914305,0.0012881197],"domain_scores_gemma":[0.9964015,0.00025522005,0.00057919545,0.0015195024,0.0005053878,0.0007391873],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001106104,0.00086555356,0.00092198915,0.0004661275,0.0011147051,0.00027357336,0.0014025508,0.00079486036,0.00024328587],"category_scores_gemma":[0.00008743052,0.0010460723,0.00062319223,0.0014801552,0.00025189522,0.00091491226,0.0006524156,0.0012055379,0.00024054133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008037443,0.00014484041,0.0033014426,0.00024552262,0.0001080438,0.00005335179,0.00061051385,0.97253954,0.00008551016,0.0007972737,0.011052666,0.010257534],"study_design_scores_gemma":[0.0007986467,0.0003517023,0.00031571492,0.00030914418,0.00024495667,0.000010711639,0.0003958151,0.9713659,0.0008543595,0.010100847,0.014106047,0.0011461171],"about_ca_topic_score_codex":0.005228776,"about_ca_topic_score_gemma":0.0003932684,"teacher_disagreement_score":0.70658195,"about_ca_system_score_codex":0.00035063637,"about_ca_system_score_gemma":0.00088933826,"threshold_uncertainty_score":0.999199},"labels":[],"label_agreement":null},{"id":"W4289238839","doi":"10.1190/geo2022-0148.1","title":"Unsupervised contrastive learning for seismic facies characterization","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Facies; Geology; Seismic attribute; Leverage (statistics); Consistency (knowledge bases); Unsupervised learning; Computer science; Cluster analysis; Artificial intelligence; Pattern recognition (psychology); Seismology; Structural basin; Paleontology","score_opus":0.011170551765726348,"score_gpt":0.1934821685033518,"score_spread":0.18231161673762544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289238839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96720254,0.000038465158,0.029843908,0.0006018452,0.0003874591,0.0002809774,0.00029959524,0.0002354186,0.0011097649],"genre_scores_gemma":[0.99525183,0.000010410272,0.00021899125,0.0017960942,0.00007443303,0.000010306173,0.0014241742,0.0000037545597,0.0012099862],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994245,0.00004936605,0.00008594117,0.0001446237,0.00012936673,0.00016621109],"domain_scores_gemma":[0.99975765,0.00006601902,0.000053675787,0.0000635948,0.000030804127,0.000028252032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011394246,0.00007273763,0.00009094471,0.000038405607,0.0004886797,0.000029513823,0.00010871372,0.000013902442,0.00047266873],"category_scores_gemma":[0.000014547049,0.000073285635,0.000045787372,0.00012358141,0.000029208739,0.00013461952,0.000013223092,0.0001244193,0.000037473335],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019445739,0.000055373494,0.05264743,0.000048263435,0.00005093589,0.000005245204,0.0029807526,0.020010578,0.009463756,0.00039077085,0.0065869414,0.9075655],"study_design_scores_gemma":[0.00040749484,0.00035062426,0.045349933,0.000005559252,0.000016963657,0.0000043248183,0.0011481575,0.62096137,0.0023014909,0.0027015007,0.32650793,0.0002446477],"about_ca_topic_score_codex":0.00040051775,"about_ca_topic_score_gemma":6.594348e-7,"teacher_disagreement_score":0.90732086,"about_ca_system_score_codex":0.000005823433,"about_ca_system_score_gemma":0.000027218104,"threshold_uncertainty_score":0.51753914},"labels":[],"label_agreement":null},{"id":"W4289767042","doi":"10.1190/geo2021-0491.1","title":"Least-squares reverse time migration via deep learning-based updating operators","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Hyperparameter; Conjugate gradient method; Regularization (linguistics); Gradient descent; Algorithm; Convolutional neural network; Residual; Deep learning; Generalization; Stochastic gradient descent; Transfer of learning; Artificial intelligence; Inverse problem; Artificial neural network; Mathematical optimization; Mathematics","score_opus":0.005267276513951692,"score_gpt":0.1829366322298287,"score_spread":0.177669355715877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289767042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98762953,0.00016400573,0.0045837755,0.0014229177,0.00053923536,0.0002562849,0.000060430557,0.0006092279,0.004734585],"genre_scores_gemma":[0.99478877,0.000003654728,0.0010245335,0.0026594126,0.00008365744,0.0000034835605,0.00053618505,0.000005940721,0.0008943558],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990342,0.00015297747,0.0001308769,0.00020735129,0.00027156662,0.00020300168],"domain_scores_gemma":[0.99964476,0.0000492189,0.00007986988,0.00014107805,0.000033062093,0.00005203932],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022168401,0.000106197156,0.00010604831,0.000063823565,0.00060771185,0.000045424455,0.00017309468,0.000022362863,0.0037112536],"category_scores_gemma":[0.000022475426,0.00010659163,0.000058058802,0.00026653826,0.000039231232,0.00017688006,0.000021037831,0.0002575732,0.0006078391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010934225,0.000107682106,0.099861875,0.000042319276,0.00003621857,0.000038185808,0.001653003,0.25557387,0.0020040907,0.00006387566,0.07515124,0.5653583],"study_design_scores_gemma":[0.00017504147,0.00025224237,0.0035344295,0.000006586902,0.000013046614,0.000004397244,0.00059369014,0.8842279,0.001480583,0.0004451764,0.109033465,0.00023347688],"about_ca_topic_score_codex":0.0040716403,"about_ca_topic_score_gemma":0.000021881904,"teacher_disagreement_score":0.628654,"about_ca_system_score_codex":0.000011534137,"about_ca_system_score_gemma":0.000039987302,"threshold_uncertainty_score":0.9971995},"labels":[],"label_agreement":null},{"id":"W4289812609","doi":"10.1029/2022gc010496","title":"Long‐Term Observations of Subseafloor Temperatures and Pressures in a Low‐Temperature, Off‐Axis Hydrothermal System in North Pond on the Western Flank of the Mid‐Atlantic Ridge","year":2022,"lang":"en","type":"article","venue":"Geochemistry Geophysics Geosystems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"National Science Foundation","keywords":"Geology; Seafloor spreading; Ridge; Basement; Hydrothermal circulation; Crust; Oceanic crust; Borehole; Trough (economics); Geomorphology; Sediment; Mid-Atlantic Ridge; Geochemistry; Petrology; Oceanography; Paleontology; Tectonics","score_opus":0.009322793470749333,"score_gpt":0.18463253331163687,"score_spread":0.17530973984088755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289812609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976421,0.0007467891,1.949013e-7,0.0001828202,0.00016125513,0.00044050437,0.0006043722,0.000026124599,0.00019583276],"genre_scores_gemma":[0.9993672,0.00001828914,0.0000025919828,0.00016063444,0.00005992754,0.000025030718,0.0001777183,0.0000070387155,0.00018159332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837285,0.00022139044,0.00041499236,0.00029774316,0.00043417673,0.00025887223],"domain_scores_gemma":[0.9989676,0.00018914296,0.00025107694,0.0005016647,0.000051231687,0.000039300692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003683638,0.00019751111,0.00032063006,0.00006579889,0.00019214943,0.000040297873,0.0005367577,0.000060438262,0.000030376188],"category_scores_gemma":[0.000026190753,0.00013182026,0.00008336438,0.0005202251,0.00012438565,0.00008281417,0.00007430319,0.00041037588,0.0000016725306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058848942,0.0000621497,0.98795325,0.0007287123,0.000026473532,0.000014861888,0.000681389,0.0017472734,0.008149282,0.0000167294,0.00043730575,0.00012371507],"study_design_scores_gemma":[0.00040417645,0.0000650976,0.9590053,0.00052388123,0.00001961957,0.000033657234,0.00065815606,0.0044794693,0.034386855,0.000019440664,0.00020105772,0.00020327933],"about_ca_topic_score_codex":0.009982353,"about_ca_topic_score_gemma":0.0008571141,"teacher_disagreement_score":0.02894795,"about_ca_system_score_codex":0.000016418417,"about_ca_system_score_gemma":0.00008640261,"threshold_uncertainty_score":0.9966103},"labels":[],"label_agreement":null},{"id":"W4291271052","doi":"10.1002/nsg.12231","title":"Detecting subsea permafrost layers on marine seismic data: An appraisal from forward modelling","year":2022,"lang":"en","type":"article","venue":"Near Surface Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Geological Survey of Canada","funders":"","keywords":"Permafrost; Geology; Subsea; Reflection (computer programming); Seafloor spreading; Stratigraphy; Geomorphology; Geotechnical engineering; Remote sensing; Seismology; Geophysics; Tectonics; Oceanography","score_opus":0.035565304373939816,"score_gpt":0.24827399853284815,"score_spread":0.21270869415890833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291271052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99256563,0.00004900702,0.002661211,0.0002197086,0.0006779755,0.00012416969,0.0019994962,0.00027879435,0.0014239814],"genre_scores_gemma":[0.98456633,0.000019174122,0.009508216,0.0013372306,0.00016240042,9.665271e-7,0.004250767,0.000017180213,0.00013770493],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981645,0.0001572441,0.00019005523,0.0005995924,0.0005008358,0.00038781768],"domain_scores_gemma":[0.99873245,0.00023014983,0.00010142154,0.0007837994,0.00002761605,0.00012453835],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038695225,0.00020023448,0.00020411995,0.000028194645,0.0008311758,0.00014885831,0.00074255257,0.00004404881,0.00092235004],"category_scores_gemma":[0.000016497195,0.00020651917,0.00005775555,0.00024967498,0.000068992806,0.0005156947,0.00020187456,0.0005403432,0.00021739783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009542371,0.000045507288,0.034317,0.000006497509,0.000023053442,0.000017638704,0.0006225875,0.9025914,0.00012486184,0.00001080103,0.0026161154,0.05952911],"study_design_scores_gemma":[0.00019241424,0.00017549447,0.0021201894,0.0000049354026,0.000017107199,0.0000032072123,0.00075808185,0.9685017,0.0004165892,0.0006363783,0.026917081,0.00025681572],"about_ca_topic_score_codex":0.03933249,"about_ca_topic_score_gemma":0.00008018295,"teacher_disagreement_score":0.0659103,"about_ca_system_score_codex":0.000015210754,"about_ca_system_score_gemma":0.000078671204,"threshold_uncertainty_score":0.99999094},"labels":[],"label_agreement":null},{"id":"W4291716931","doi":"10.1190/image2022-3751513.1","title":"South Halfway 3D: An example of a challenging onshore acquisition and subsequent processing and a unique way of performing a prestack elastic inversion on a difficult dataset","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prestack; Inversion (geology); Computer science; Geology; Computational science; Algorithm; Seismology","score_opus":0.028220450707845714,"score_gpt":0.23425931468441547,"score_spread":0.20603886397656976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291716931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928525,0.00008155492,0.0051546297,0.00006427106,0.00008887477,0.00014090125,0.0008291945,0.000030156834,0.00075790304],"genre_scores_gemma":[0.99318445,0.000018207707,0.0047415663,0.0003051787,0.000027148693,0.000016091042,0.0016359149,0.000005251785,0.000066175046],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987656,0.000040087674,0.0002559117,0.0003978534,0.0003435892,0.00019696813],"domain_scores_gemma":[0.9993576,0.00013093183,0.00024069128,0.00013140963,0.00006604463,0.00007334546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006070231,0.00012660735,0.0001508536,0.00024132176,0.00038389914,0.000043869164,0.00024771047,0.000033585417,0.00018168238],"category_scores_gemma":[0.00004114539,0.00011617733,0.0000211329,0.0001576861,0.0001681092,0.00023338622,0.00007883172,0.00010194991,3.7131932e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029520323,0.0008740058,0.02558443,0.0016157719,0.00016843816,0.000010230355,0.049762864,0.11030997,0.18748564,0.02592158,0.0031457364,0.5921693],"study_design_scores_gemma":[0.0014346748,0.0010738592,0.0059832954,0.00039099736,0.000046538727,0.00006979798,0.008537477,0.885285,0.024125913,0.0034757762,0.068825275,0.0007513863],"about_ca_topic_score_codex":0.0026505578,"about_ca_topic_score_gemma":0.0002798605,"teacher_disagreement_score":0.77497506,"about_ca_system_score_codex":0.000019688157,"about_ca_system_score_gemma":0.0000450675,"threshold_uncertainty_score":0.47375742},"labels":[],"label_agreement":null},{"id":"W4291718005","doi":"10.1190/image2022-3745244.1","title":"Physics-based preconditioned multidimensional deconvolution in the time domain","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Deconvolution; Physics; Time domain; Domain (mathematical analysis); Statistical physics; Computer science; Mathematical analysis; Optics; Mathematics; Computer vision","score_opus":0.012673946472050193,"score_gpt":0.22321546126098163,"score_spread":0.21054151478893143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291718005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8806729,0.00010742149,0.056268014,0.0035302034,0.001760305,0.00068231625,0.0011546722,0.00023460813,0.05558958],"genre_scores_gemma":[0.9663671,0.0000020032514,0.020453267,0.009021476,0.00016307713,0.00011897015,0.0020940509,0.0000068330787,0.0017732243],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984274,0.000094165734,0.0002677204,0.0003905333,0.00052413455,0.00029603762],"domain_scores_gemma":[0.9991935,0.0003774416,0.00016119359,0.0001743376,0.000049999682,0.00004353752],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011785203,0.00013475785,0.000117070595,0.00017362078,0.00062631856,0.00006190242,0.00059378677,0.000031915828,0.0041968124],"category_scores_gemma":[0.00004534264,0.00011525992,0.00007875588,0.00029022884,0.0001388219,0.00016746465,0.000036924823,0.0001523913,0.000058166333],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012505477,0.0010280975,0.014695149,0.0000657823,0.00010672124,0.000011094346,0.0042700656,0.39224526,0.05679307,0.10903731,0.17566758,0.2448293],"study_design_scores_gemma":[0.0008028487,0.000083851024,0.003746848,0.0000139085405,0.0000053402523,0.000016980805,0.00036181687,0.18657817,0.0021155092,0.037551936,0.76840657,0.00031624036],"about_ca_topic_score_codex":0.0012303062,"about_ca_topic_score_gemma":0.00036452408,"teacher_disagreement_score":0.592739,"about_ca_system_score_codex":0.000048036043,"about_ca_system_score_gemma":0.00008974492,"threshold_uncertainty_score":0.99671346},"labels":[],"label_agreement":null},{"id":"W4291718172","doi":"10.1190/image2022-3741811.1","title":"Stepsize sharing in time-lapse full-waveform inversion","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Waveform; Computer science; Real-time computing; Geology; Telecommunications; Seismology","score_opus":0.01580610418497982,"score_gpt":0.22199431748661475,"score_spread":0.20618821330163492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291718172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90091175,0.000058503327,0.0023412202,0.00063328707,0.0012970192,0.00023097599,0.00017300238,0.00018345992,0.0941708],"genre_scores_gemma":[0.9710472,0.0000144744245,0.008027373,0.0041493145,0.00014012898,0.000045135796,0.00074555376,0.00001076046,0.01582002],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980559,0.000026567686,0.00033924455,0.0005541366,0.00061339774,0.0004107705],"domain_scores_gemma":[0.9993344,0.00014346011,0.00016966731,0.00021225824,0.000046232602,0.00009396542],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010729282,0.00016350293,0.00016253919,0.00039044934,0.0004761642,0.00011692858,0.0010625906,0.000046261986,0.008282591],"category_scores_gemma":[0.00007074513,0.00016459503,0.00007599659,0.0003807927,0.0001018201,0.0002721874,0.0002046195,0.00019473107,0.000108523665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019517093,0.00056733517,0.08326319,0.0001343148,0.00012347191,0.000025969017,0.004623388,0.08292932,0.06486449,0.023620272,0.1293424,0.6085541],"study_design_scores_gemma":[0.00059640757,0.00008978778,0.001163406,0.000024315957,0.0000044007334,0.000022768865,0.00037631713,0.13550948,0.0023711273,0.0096317185,0.84984636,0.0003638919],"about_ca_topic_score_codex":0.0033151528,"about_ca_topic_score_gemma":0.00075442164,"teacher_disagreement_score":0.720504,"about_ca_system_score_codex":0.00008351888,"about_ca_system_score_gemma":0.00005817342,"threshold_uncertainty_score":0.992624},"labels":[],"label_agreement":null},{"id":"W4291718417","doi":"10.1190/image2022-3751668.1","title":"Deep learning decomposition for null and active space estimation for thin-bed reflectivity inversion","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Reflectivity; Inversion (geology); Decomposition; Computer science; Artificial intelligence; Geology; Optics; Physics; Chemistry; Seismology","score_opus":0.013969360921960682,"score_gpt":0.25938099966565864,"score_spread":0.24541163874369795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291718417","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34950212,0.00006095022,0.64215076,0.0010153265,0.0009082231,0.000591115,0.0002486151,0.00016654232,0.005356314],"genre_scores_gemma":[0.89803684,0.000011219484,0.09808502,0.0011493856,0.00009849878,0.00014059522,0.0012918331,0.000008613793,0.001178022],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877965,0.0000412841,0.00019165334,0.00045006405,0.0002711977,0.00026614894],"domain_scores_gemma":[0.998964,0.00055371586,0.00022251767,0.00008797504,0.00010544643,0.0000663424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007522228,0.00013603044,0.00013594294,0.0001990749,0.0011509237,0.000099107274,0.00025396678,0.000046189834,0.00023458674],"category_scores_gemma":[0.00018839454,0.00014176969,0.00006944308,0.00014564954,0.00008567975,0.0002950859,0.00004847128,0.00011972014,0.000002261802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020228676,0.00011958925,0.0015918905,0.00011842335,0.00007810102,4.347886e-7,0.0029211452,0.21208085,0.037409917,0.022450622,0.010005137,0.711201],"study_design_scores_gemma":[0.00049139996,0.00018159901,0.00024341885,0.000011400675,0.000011157334,0.0000067198985,0.00043238557,0.7453174,0.011937499,0.020028034,0.22114453,0.00019448684],"about_ca_topic_score_codex":0.0008971907,"about_ca_topic_score_gemma":0.00034183371,"teacher_disagreement_score":0.7110065,"about_ca_system_score_codex":0.00006377844,"about_ca_system_score_gemma":0.000040301755,"threshold_uncertainty_score":0.885209},"labels":[],"label_agreement":null},{"id":"W4291718762","doi":"10.1190/image2022-3745949.1","title":"Character of mass failures driven by contourite collapse: Examples from offshore Newfoundland, Canada","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contourite; Submarine pipeline; Character (mathematics); Geology; Computer science; Oceanography; Paleontology; Mathematics; Sediment; Geometry","score_opus":0.010455863375707251,"score_gpt":0.20123917967853924,"score_spread":0.190783316302832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291718762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541754,0.00033726593,0.006389758,0.0020886364,0.0025684966,0.000310158,0.010149574,0.000107643194,0.023873072],"genre_scores_gemma":[0.981835,0.000016077634,0.0060229762,0.003084578,0.00015582028,0.0000293325,0.0033826476,0.000007677231,0.0054658595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828434,0.000039211536,0.00033851215,0.0004165954,0.00062011165,0.0003012186],"domain_scores_gemma":[0.99906725,0.00029205575,0.00027381166,0.0001826386,0.000090080604,0.000094160314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031180505,0.00015811654,0.00020644056,0.00011141385,0.0003643385,0.000072223185,0.00075086224,0.000036793484,0.0055218325],"category_scores_gemma":[0.000049605802,0.00015408792,0.000060448085,0.00015963014,0.00012601359,0.00013624252,0.0000589337,0.00011804096,0.0000036981414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005587926,0.00011973722,0.12888691,0.00004658975,0.00022983341,0.0000063653342,0.0011884037,0.007815138,0.09257313,0.0072589833,0.6676581,0.09365802],"study_design_scores_gemma":[0.00028982974,0.000032412685,0.0027371836,0.000009880667,0.0000064700935,0.0000030220856,0.00038372524,0.0064603793,0.0036851,0.0014365629,0.9847513,0.00020413785],"about_ca_topic_score_codex":0.7621051,"about_ca_topic_score_gemma":0.5992438,"teacher_disagreement_score":0.3170932,"about_ca_system_score_codex":0.00006604425,"about_ca_system_score_gemma":0.00022664898,"threshold_uncertainty_score":0.99538726},"labels":[],"label_agreement":null},{"id":"W4291718831","doi":"10.1190/image2022-3727331.1","title":"ML-based deconvolution method for high-resolution fast inversion of induction log data in deviated wells","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Deconvolution; Inversion (geology); High resolution; Computer science; Algorithm; Geology; Remote sensing; Seismology","score_opus":0.032048940704145226,"score_gpt":0.2688026772909807,"score_spread":0.23675373658683546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291718831","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25085956,0.00010456103,0.73998344,0.0011901393,0.0022413058,0.00057655014,0.0020411788,0.00012696466,0.0028762901],"genre_scores_gemma":[0.8766636,0.000008143126,0.115464255,0.0012505322,0.00008626243,0.000043689088,0.005917046,0.0000074016716,0.0005590545],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99821585,0.00008717146,0.00042357383,0.0005687257,0.00041344613,0.0002912226],"domain_scores_gemma":[0.9988821,0.00031728865,0.00034491197,0.00029261017,0.000110074376,0.000052997704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876132,0.00013997598,0.00018165559,0.0004692181,0.00033518212,0.000035191846,0.0008149985,0.00006588964,0.0007710639],"category_scores_gemma":[0.00018278694,0.00014674077,0.00005246504,0.00041539143,0.000104944214,0.00030523195,0.00010440748,0.00012764355,0.0000044779904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018727193,0.0004396471,0.012633007,0.00020541006,0.00008415797,0.0000011337304,0.00066200574,0.35414663,0.07068963,0.021165423,0.05514418,0.48295605],"study_design_scores_gemma":[0.0008216588,0.00011852284,0.0015606838,0.000026265237,0.0000116815345,0.0000036865051,0.0002350422,0.74272853,0.013091977,0.008284339,0.23288912,0.00022849665],"about_ca_topic_score_codex":0.011686196,"about_ca_topic_score_gemma":0.0018086453,"teacher_disagreement_score":0.62580407,"about_ca_system_score_codex":0.000080298414,"about_ca_system_score_gemma":0.00012813567,"threshold_uncertainty_score":0.9948951},"labels":[],"label_agreement":null},{"id":"W4291718832","doi":"10.1190/image2022-3750748.1","title":"Regularization by robust denoising for iterative simultaneous source separation","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Noise reduction; Regularization (linguistics); Algorithm; Source separation; Inversion (geology); Iterative method; Artificial intelligence; Geology","score_opus":0.01359480159507285,"score_gpt":0.23587811744142392,"score_spread":0.22228331584635108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291718832","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050830312,0.00010489179,0.93319285,0.0005508989,0.0010510975,0.00040353616,0.00074823725,0.00018709504,0.012931103],"genre_scores_gemma":[0.9245491,0.0000065547415,0.036297943,0.0041421517,0.00022975692,0.00010579222,0.0050101588,0.000014912572,0.029643623],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984754,0.0000402753,0.00029489063,0.00048060005,0.0004086594,0.00030018805],"domain_scores_gemma":[0.9990313,0.00039589536,0.00023480144,0.00013539878,0.00013695979,0.00006561789],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006028874,0.00015358915,0.00013275696,0.00016763192,0.0010154,0.00018487978,0.00043744207,0.000045777506,0.0010868511],"category_scores_gemma":[0.00017040099,0.00015985442,0.00006932097,0.00022028858,0.00009028448,0.00024117737,0.000041392606,0.00009668054,0.0000070997025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036052646,0.00008512541,0.00059636246,0.000027860282,0.000045474553,6.422901e-7,0.0015612006,0.74656826,0.025040673,0.010295045,0.072549894,0.14286897],"study_design_scores_gemma":[0.00022420971,0.00006332596,0.00001012611,0.000006123298,0.0000054839134,0.0000076058195,0.00021501844,0.35067627,0.005781998,0.003605066,0.6392294,0.000175341],"about_ca_topic_score_codex":0.0006627315,"about_ca_topic_score_gemma":0.00022256107,"teacher_disagreement_score":0.8968949,"about_ca_system_score_codex":0.000054962424,"about_ca_system_score_gemma":0.000055174463,"threshold_uncertainty_score":0.9998263},"labels":[],"label_agreement":null},{"id":"W4291718956","doi":"10.1190/image2022-3751045.1","title":"Robust reconstruction via orthogonal matching pursuit with Fourier operators","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Matching pursuit; Interpolation (computer graphics); Algorithm; Computer science; Fourier transform; Noise (video); Estimator; Matching (statistics); Mathematics; Artificial intelligence; Compressed sensing; Mathematical analysis; Image (mathematics)","score_opus":0.016152594780919693,"score_gpt":0.20477575859086536,"score_spread":0.18862316380994568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291718956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79418033,0.000075457836,0.14747176,0.0010076633,0.0028372111,0.00028672503,0.00036503366,0.00028284919,0.053492986],"genre_scores_gemma":[0.91331995,0.000008698278,0.07626323,0.0037623388,0.00029207143,0.00006817348,0.0006541807,0.000015086633,0.005616273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811006,0.00003955051,0.00028663164,0.0005311626,0.0006582759,0.00037431103],"domain_scores_gemma":[0.99930567,0.00012103296,0.00019681703,0.00017938812,0.000091140944,0.00010596861],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008245514,0.00017937983,0.00015729504,0.00024596762,0.00093912886,0.00017179264,0.000643188,0.000040047544,0.0060024075],"category_scores_gemma":[0.000029722325,0.00016087982,0.000065963344,0.00029739956,0.00016887375,0.0003296678,0.000070792215,0.00019951796,0.00001974564],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005610451,0.00010283834,0.017585134,0.000032563876,0.00011771946,0.0000066617163,0.0010374871,0.17899263,0.0066582384,0.019116208,0.017547317,0.75824213],"study_design_scores_gemma":[0.00070632267,0.00018543567,0.0015553545,0.000033099026,0.000018245082,0.00036922045,0.0010270126,0.068659216,0.0029521321,0.015431355,0.9083749,0.0006876952],"about_ca_topic_score_codex":0.0021317976,"about_ca_topic_score_gemma":0.0010041351,"teacher_disagreement_score":0.8908276,"about_ca_system_score_codex":0.000046732664,"about_ca_system_score_gemma":0.00010358299,"threshold_uncertainty_score":0.99490625},"labels":[],"label_agreement":null},{"id":"W4291719165","doi":"10.1190/image2022-3745381.1","title":"Fracture imaging using DAS-recorded microseismic reflections","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Geology; Hydraulic fracturing; Fracture (geology); Seismology; Ray tracing (physics); Frequency domain; Domain (mathematical analysis); Tracing; Acoustics; Time domain; Computer science; Optics; Computer vision; Physics; Geotechnical engineering","score_opus":0.02312499248194086,"score_gpt":0.2819037316689421,"score_spread":0.2587787391870012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291719165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5233886,0.00064445654,0.30756685,0.005015307,0.009974933,0.00068246166,0.0014123151,0.0009208793,0.1503942],"genre_scores_gemma":[0.934493,0.000013020985,0.043674078,0.014602931,0.00033201484,0.000033577224,0.0007817507,0.000015835736,0.0060537728],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981819,0.00004404525,0.00032725846,0.0005662786,0.000442804,0.000437763],"domain_scores_gemma":[0.99920404,0.00014902547,0.00023564565,0.00022469103,0.000091088456,0.000095501324],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006213569,0.00019159786,0.0001596253,0.0003474231,0.0013669917,0.00016976762,0.0007299048,0.000038752878,0.004851655],"category_scores_gemma":[0.000060433813,0.00019751074,0.00010818977,0.0003751112,0.00014693508,0.00026487556,0.00009193009,0.0002398443,0.000021851327],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052817457,0.0003012438,0.018959586,0.00006343172,0.00016328355,0.0000108627855,0.002890083,0.23944865,0.19485895,0.008017815,0.21760908,0.31714883],"study_design_scores_gemma":[0.00021234121,0.00002046623,0.00027172428,0.00000877032,0.000008002904,0.00005831399,0.00036635526,0.06390483,0.0037802954,0.005992827,0.92511624,0.0002598284],"about_ca_topic_score_codex":0.0086737,"about_ca_topic_score_gemma":0.00056518073,"teacher_disagreement_score":0.7075072,"about_ca_system_score_codex":0.000078541656,"about_ca_system_score_gemma":0.0001251297,"threshold_uncertainty_score":0.99993306},"labels":[],"label_agreement":null},{"id":"W4291743185","doi":"10.1190/image2022-3749878.1","title":"Incorporating estimates of data covariance in elastic FWI to combat random and correlated noise","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Covariance; Random noise; Noise (video); Computer science; Covariance matrix; Algorithm; Statistics; Mathematics; Artificial intelligence","score_opus":0.025301554357704675,"score_gpt":0.2520583378153223,"score_spread":0.2267567834576176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291743185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.806722,0.00031311833,0.17559452,0.0009646493,0.0015640579,0.0005572124,0.00158499,0.00014567676,0.012553785],"genre_scores_gemma":[0.9441972,0.0000072205758,0.05351898,0.0010844303,0.000028953062,0.00001917323,0.000791668,0.000004979396,0.00034744406],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863327,0.0000331935,0.000354834,0.00044430897,0.00031815292,0.00021622857],"domain_scores_gemma":[0.9989107,0.00054201565,0.00020685661,0.00021919249,0.000052113464,0.00006909489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010639186,0.000121903366,0.00019023992,0.00024525658,0.00024409099,0.000054919696,0.0007708055,0.000027834272,0.00050113705],"category_scores_gemma":[0.0003112811,0.000117634125,0.00002062466,0.0003512603,0.00013189563,0.00023012389,0.00021962203,0.000117681986,0.0000047126027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024515202,0.00031537694,0.10418326,0.0001732372,0.000107184125,0.000011094292,0.0026842307,0.3951455,0.042742584,0.025345586,0.023203854,0.40363657],"study_design_scores_gemma":[0.0015333692,0.00013083822,0.004687794,0.00008130876,0.0000123780765,0.000029908228,0.00041045452,0.86265993,0.002061582,0.0138573805,0.11415438,0.00038069344],"about_ca_topic_score_codex":0.0042165467,"about_ca_topic_score_gemma":0.0008611436,"teacher_disagreement_score":0.4675144,"about_ca_system_score_codex":0.000017090517,"about_ca_system_score_gemma":0.00006425282,"threshold_uncertainty_score":0.63741857},"labels":[],"label_agreement":null},{"id":"W4291743722","doi":"10.1190/image2022-3745280.1","title":"Predicting the time-evolution of CO2 saturation through a combination of rock physics and full-waveform inversion","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Saturation (graph theory); Waveform; Geology; Physics; Computational physics; Computer science; Geophysics; Seismology; Mathematics; Telecommunications","score_opus":0.011281359983748988,"score_gpt":0.20745069564507504,"score_spread":0.19616933566132605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291743722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95223844,0.00009586089,0.036388714,0.0005321348,0.0005313619,0.00022438429,0.00017299193,0.0000510695,0.00976506],"genre_scores_gemma":[0.99647164,0.000011081289,0.00215352,0.00029809156,0.000054321466,0.000010892501,0.00032949782,0.0000033037702,0.00066765846],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989238,0.00003564127,0.00026457742,0.00021848726,0.00041822295,0.00013927105],"domain_scores_gemma":[0.99922025,0.00017853799,0.00035631313,0.00010996856,0.0001127638,0.000022173488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055217335,0.00008916378,0.0001105329,0.00008226738,0.00042812355,0.000025434929,0.00028722628,0.000029250732,0.00027741332],"category_scores_gemma":[0.000066413675,0.00007387515,0.000044843844,0.0002334072,0.00012025945,0.00025667588,0.000067927474,0.00008989775,0.0000024929764],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014175592,0.00045796848,0.03976541,0.000320909,0.0002019278,5.7121025e-7,0.013247324,0.1983257,0.27688757,0.20654629,0.02968234,0.23314643],"study_design_scores_gemma":[0.0006704871,0.00029336906,0.0033038093,0.000044030177,0.000023039174,0.000014256256,0.001745269,0.8435141,0.022250867,0.046888247,0.08101189,0.00024068185],"about_ca_topic_score_codex":0.0022355572,"about_ca_topic_score_gemma":0.00012891296,"teacher_disagreement_score":0.64518833,"about_ca_system_score_codex":0.000036143912,"about_ca_system_score_gemma":0.00004965755,"threshold_uncertainty_score":0.3379509},"labels":[],"label_agreement":null},{"id":"W4291752848","doi":"10.1190/image2022-3749277.1","title":"Machine learnings and lessons learned on improvements to Castagna’s mudrock, Gardner’s density, and Faust’s velocity estimation","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"FAUST; Estimation; Geology; Engineering; Computer science; Systems engineering; Programming language","score_opus":0.0269684406846941,"score_gpt":0.2676373113303508,"score_spread":0.2406688706456567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291752848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560421,0.000052711024,0.023894373,0.0047671497,0.0007108938,0.00028927965,0.0002836917,0.00014500297,0.013814796],"genre_scores_gemma":[0.9773483,0.000016415177,0.012083649,0.0051327525,0.000043751512,0.000026924605,0.0003032839,0.0000071169525,0.0050377995],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855846,0.00003357699,0.00020223117,0.0005199009,0.00041214537,0.00027367676],"domain_scores_gemma":[0.9994411,0.00012581461,0.00013476932,0.00012269868,0.000050652263,0.00012500086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006601086,0.00015126937,0.0001375071,0.00022953072,0.0007552341,0.00013162856,0.00028345757,0.00003334495,0.00055465125],"category_scores_gemma":[0.00013376659,0.00015071366,0.000030147174,0.0001494412,0.000092969916,0.00013070379,0.00014988576,0.00016172274,0.000011180872],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028603408,0.00006552528,0.0051777675,0.000029139497,0.000026527123,0.0000020975658,0.001079689,0.018594995,0.0069219717,0.009998093,0.007858494,0.94995964],"study_design_scores_gemma":[0.0006811337,0.000337277,0.0073562874,0.000025315481,0.000012805514,0.000034428245,0.00044908465,0.2116051,0.004653232,0.012027357,0.7623502,0.00046778773],"about_ca_topic_score_codex":0.0046511167,"about_ca_topic_score_gemma":0.00070040097,"teacher_disagreement_score":0.94949186,"about_ca_system_score_codex":0.000035817186,"about_ca_system_score_gemma":0.00003629386,"threshold_uncertainty_score":0.70311284},"labels":[],"label_agreement":null},{"id":"W4291753000","doi":"10.1190/image2022-3743774.1","title":"Simultaneous waveform inversion of seismic-while-drilling data for P-wave velocity, density, and source parameters","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Waveform; Inversion (geology); Seismology; Drilling; Seismic wave; Acoustics; Geodesy; Geophysics; Computer science; Physics; Materials science; Telecommunications","score_opus":0.036219893016374446,"score_gpt":0.23675009643738762,"score_spread":0.2005302034210132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291753000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7884956,0.00010485473,0.20309296,0.0007463655,0.0012085566,0.00043473902,0.00164817,0.00013125101,0.004137522],"genre_scores_gemma":[0.9365388,0.000024709076,0.05786854,0.002363353,0.00007684235,0.000013249131,0.0017738369,0.000009277737,0.001331355],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99828,0.000027101532,0.00033606097,0.0005899596,0.0004436893,0.0003231941],"domain_scores_gemma":[0.99851036,0.00069826323,0.00027949616,0.0003174706,0.00010427717,0.000090134155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009391516,0.00016272286,0.00020464436,0.00021025642,0.0005953325,0.00007355276,0.0007653155,0.000043244097,0.0002084951],"category_scores_gemma":[0.00022869994,0.00016091188,0.00006181364,0.00017425476,0.00021366871,0.00021113135,0.0003456801,0.00012150336,0.0000021835058],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075586984,0.00012046671,0.002558073,0.00016715855,0.00013109596,0.0000036684885,0.0017025031,0.14478886,0.006834022,0.0029360875,0.021696534,0.8183057],"study_design_scores_gemma":[0.00026818627,0.000062729916,0.000031718184,0.00001263515,0.0000109156035,0.000021119622,0.00034823842,0.65935534,0.0035877216,0.0037871993,0.33234453,0.0001696505],"about_ca_topic_score_codex":0.0032388403,"about_ca_topic_score_gemma":0.00039983942,"teacher_disagreement_score":0.81813604,"about_ca_system_score_codex":0.000031008654,"about_ca_system_score_gemma":0.00006359475,"threshold_uncertainty_score":0.6561796},"labels":[],"label_agreement":null},{"id":"W4291753535","doi":"10.1190/image2022-3749351.1","title":"Seismic super resolution method for enhancing stratigraphic interpretation","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Interpretation (philosophy); Geology; Resolution (logic); Computer science; Seismology; Artificial intelligence; Programming language","score_opus":0.015076960229557977,"score_gpt":0.2540971291499193,"score_spread":0.2390201689203613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291753535","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06468138,0.00009520125,0.92067385,0.0006857017,0.0014944064,0.00031256722,0.0004048551,0.000156094,0.011495926],"genre_scores_gemma":[0.8753735,0.000008766653,0.11684897,0.003412762,0.00016942543,0.00014850465,0.0010992505,0.0000096215435,0.0029292428],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982246,0.00006734777,0.00037849884,0.00053767505,0.0004251671,0.00036669933],"domain_scores_gemma":[0.9990279,0.00040448073,0.00020828896,0.0001716059,0.00011377163,0.00007397181],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015052242,0.00016484692,0.00016003012,0.0003335802,0.0007740858,0.00011545539,0.0005562351,0.000048897877,0.0012429728],"category_scores_gemma":[0.00013295478,0.00016904986,0.00012528097,0.0002754539,0.000084264924,0.00026994388,0.000045707686,0.00014178714,0.000007817654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011058648,0.00015604377,0.0018671001,0.00012272445,0.00014003721,0.0000010043377,0.0035574841,0.30253258,0.074677326,0.04099406,0.054318935,0.5205268],"study_design_scores_gemma":[0.0002661088,0.000091477246,0.00022404517,0.0000129838745,0.000009402153,0.000011877519,0.00048731398,0.5176943,0.006239061,0.016533067,0.45821252,0.00021784019],"about_ca_topic_score_codex":0.002536089,"about_ca_topic_score_gemma":0.0019940012,"teacher_disagreement_score":0.8106921,"about_ca_system_score_codex":0.00004592637,"about_ca_system_score_gemma":0.00008870406,"threshold_uncertainty_score":0.99967},"labels":[],"label_agreement":null},{"id":"W4291753928","doi":"10.1190/image2022-3751282.1","title":"Time-lapse attenuation variations during CO2 injection using DAS VSP data from the CaMI Field Research Station, Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Geology; Field (mathematics); Remote sensing; Geodesy; Seismology","score_opus":0.044096722364446464,"score_gpt":0.29092149769962294,"score_spread":0.2468247753351765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291753928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691839,0.000054361833,0.014759884,0.0033111526,0.0017238028,0.00031421758,0.0023136258,0.0000638522,0.008275189],"genre_scores_gemma":[0.9829803,0.000006412754,0.0035301673,0.0025064168,0.0003205973,0.00002901213,0.0057911426,0.000008273768,0.0048276535],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796927,0.00010872417,0.00029288908,0.0004998471,0.00082145666,0.00030782964],"domain_scores_gemma":[0.9978772,0.0013133292,0.00018058807,0.00039499238,0.00017413076,0.00005977601],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012745189,0.00011242979,0.00009655924,0.00014559814,0.0018827291,0.00015733225,0.0010814356,0.000033678014,0.0037058855],"category_scores_gemma":[0.00049132085,0.00010290395,0.00002493565,0.00040580062,0.00009562115,0.00032994646,0.00019488698,0.00022667927,0.000015858312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005448916,0.00015427086,0.0392197,0.000035281504,0.00021495453,0.0000041459857,0.005010303,0.32895473,0.026806073,0.005864667,0.5485633,0.044627696],"study_design_scores_gemma":[0.00029372127,0.000037516005,0.0054706032,0.000017489814,0.000013369321,0.000013675584,0.0012577595,0.47939697,0.0018086671,0.0037080182,0.5077265,0.00025573792],"about_ca_topic_score_codex":0.9087825,"about_ca_topic_score_gemma":0.77483004,"teacher_disagreement_score":0.15044223,"about_ca_system_score_codex":0.0001305216,"about_ca_system_score_gemma":0.00044819847,"threshold_uncertainty_score":0.9994167},"labels":[],"label_agreement":null},{"id":"W4291754065","doi":"10.1190/image2022-3750747.1","title":"Seismic noise attenuation via learned and analytical basis functions","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Attenuation; Acoustics; Basis (linear algebra); Noise (video); Computer science; Geology; Physics; Mathematics; Optics; Artificial intelligence","score_opus":0.02082636468673655,"score_gpt":0.23817699624426925,"score_spread":0.2173506315575327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291754065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6979267,0.00014424074,0.22999972,0.0055315723,0.002162641,0.00031813016,0.0005780268,0.00032520667,0.06301378],"genre_scores_gemma":[0.98075217,0.00001261652,0.004677038,0.0036119088,0.00013261988,0.000034152024,0.00066893693,0.0000065071754,0.010104069],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856573,0.00003893563,0.00024467005,0.00046020473,0.00041600454,0.00027443457],"domain_scores_gemma":[0.99937165,0.00018427175,0.00012730855,0.00014944091,0.00006926919,0.000098076685],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065517373,0.00013091075,0.0001254947,0.00025542162,0.00074685575,0.00009927601,0.00033387504,0.000037078527,0.0035045398],"category_scores_gemma":[0.000079091486,0.0001312784,0.00006231043,0.0002765464,0.00015296006,0.00018568293,0.000069401,0.00014226706,0.0000364135],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004089011,0.00016110699,0.032162454,0.000035845937,0.00010876596,0.0000021959793,0.0007958869,0.07921321,0.006781767,0.0101889875,0.09167883,0.77846205],"study_design_scores_gemma":[0.00022263621,0.000050744322,0.0026346897,0.0000040305067,0.000010917635,0.000021872838,0.00021873463,0.33511305,0.00035400098,0.0042497846,0.65694207,0.00017743667],"about_ca_topic_score_codex":0.0023319758,"about_ca_topic_score_gemma":0.00027923743,"teacher_disagreement_score":0.7782846,"about_ca_system_score_codex":0.00003317961,"about_ca_system_score_gemma":0.000049462986,"threshold_uncertainty_score":0.99740636},"labels":[],"label_agreement":null},{"id":"W4291754692","doi":"10.1190/image2022-3746014.1","title":"Combined elastic FWI of accelerometer and DAS VSP data from a CO2 sequestration test site in Newell County, Alberta","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Accelerometer; Geology; Test site; Seismology; Computer science; Operating system","score_opus":0.02877262521489866,"score_gpt":0.25314316482680854,"score_spread":0.2243705396119099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291754692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98257715,0.000064432366,0.0025674205,0.00044215095,0.0004871036,0.00016772655,0.0023129785,0.000037192483,0.011343871],"genre_scores_gemma":[0.9884569,0.000019551144,0.0047083595,0.0013268034,0.000048403082,0.000013463597,0.004208459,0.000005351559,0.0012126983],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854666,0.000033056553,0.00034291472,0.00048838934,0.00037283637,0.00021612707],"domain_scores_gemma":[0.99862856,0.0007900645,0.00020941673,0.00026695113,0.00004679318,0.000058205438],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005697881,0.0001297067,0.00016480763,0.00020282916,0.00018204233,0.00008635608,0.00073762675,0.000037189497,0.001775442],"category_scores_gemma":[0.0002023658,0.00012981582,0.000023979625,0.00022593299,0.00012372549,0.0003729058,0.00017661945,0.00011827067,0.000008517658],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014805526,0.0009038609,0.6763365,0.00017674064,0.00017264945,0.000010527526,0.0040276,0.02326806,0.12039514,0.017203402,0.06694754,0.0890774],"study_design_scores_gemma":[0.0015573718,0.0003156944,0.04586342,0.00006985025,0.000026952306,0.000014727491,0.00045891636,0.47192076,0.0049042203,0.0150040975,0.45924586,0.0006181494],"about_ca_topic_score_codex":0.035307232,"about_ca_topic_score_gemma":0.0104909185,"teacher_disagreement_score":0.6304731,"about_ca_system_score_codex":0.000021237936,"about_ca_system_score_gemma":0.00006902609,"threshold_uncertainty_score":0.99913704},"labels":[],"label_agreement":null},{"id":"W4291754838","doi":"10.1190/image2022-3744978.1","title":"Large-scale Marchenko imaging with distance-aware matrix reordering, tile low-rank compression, and mixed-precision computations","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience &amp; Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Algorithm; Memory footprint; Computation; Rank (graph theory); Matrix (chemical analysis); Kernel (algebra); Deconvolution; Matrix multiplication; Parallel computing; Data compression; Computational science; Mathematics","score_opus":0.007860837005483049,"score_gpt":0.23267414207654813,"score_spread":0.2248133050710651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291754838","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44176573,0.00042323596,0.5359986,0.0014795563,0.0013688478,0.00041200005,0.0014987699,0.0003432057,0.016710075],"genre_scores_gemma":[0.9681315,0.000020900936,0.026927955,0.0011562388,0.00007992348,0.000043274787,0.001026689,0.000011736448,0.0026018072],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820995,0.00004637149,0.00028752102,0.0005525164,0.0005353587,0.0003682531],"domain_scores_gemma":[0.9991668,0.00023665841,0.00018823185,0.00019183243,0.00010477137,0.00011171369],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000578319,0.00017759671,0.00016799523,0.00020993548,0.0010696726,0.00015677638,0.00051093695,0.000026893296,0.0014070396],"category_scores_gemma":[0.000030334977,0.0001596067,0.000047801946,0.00025685987,0.00018352448,0.00023721647,0.00014513751,0.0001683794,0.000008120818],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016708643,0.00059744035,0.09011394,0.00031407783,0.00014480979,0.000021565113,0.0072716027,0.190711,0.0073999693,0.023246987,0.17084336,0.5076644],"study_design_scores_gemma":[0.0005475053,0.000045795066,0.0021798378,0.000055324515,0.000007491967,0.000036372294,0.0012579852,0.25673306,0.00069366576,0.00449871,0.73364973,0.00029453705],"about_ca_topic_score_codex":0.0007347348,"about_ca_topic_score_gemma":0.0008561886,"teacher_disagreement_score":0.56280637,"about_ca_system_score_codex":0.000030740353,"about_ca_system_score_gemma":0.000057752397,"threshold_uncertainty_score":0.9995058},"labels":[],"label_agreement":null},{"id":"W4293090459","doi":"10.3997/2214-4609.202112723","title":"Deep-LSRTM: least-squares reverse time migration via learned projection operators","year":2021,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Least-squares function approximation; Seismic migration; Projection (relational algebra); Artificial intelligence; Algorithm; Mathematics; Statistics; Geology","score_opus":0.012727271668519854,"score_gpt":0.21710451515972576,"score_spread":0.2043772434912059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293090459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7456265,0.0013246239,0.054281376,0.019474199,0.0021704754,0.000862992,0.000033983797,0.002458655,0.17376721],"genre_scores_gemma":[0.9432844,0.00018948481,0.012339711,0.0063669495,0.00018930073,0.000002734037,0.00046635285,0.000008644927,0.037152417],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915177,0.00009983603,0.00014442198,0.0002523646,0.00017869718,0.00017290459],"domain_scores_gemma":[0.99963015,0.000026454689,0.000035623616,0.00015563758,0.00008730424,0.00006484853],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017092252,0.000100865414,0.00010336619,0.00007730308,0.00016316772,0.00008149929,0.00008175407,0.00006504931,0.009954773],"category_scores_gemma":[0.000052312163,0.00008411406,0.000051054325,0.00027081286,0.000037724967,0.0003567665,0.000008160493,0.00010824717,0.0015406434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005927943,0.000060673017,0.07647942,0.000031903004,0.000035163655,0.000049331204,0.0005679349,0.0006660568,0.0061962698,0.000050988936,0.2897908,0.6260122],"study_design_scores_gemma":[0.00030117278,0.00019321356,0.008563152,0.000029654098,0.000025305255,0.00011627139,0.0009979022,0.68214756,0.07291088,0.00060438976,0.23372042,0.00039007678],"about_ca_topic_score_codex":0.0062346715,"about_ca_topic_score_gemma":0.0005082329,"teacher_disagreement_score":0.6814815,"about_ca_system_score_codex":0.0000071825925,"about_ca_system_score_gemma":0.00006048501,"threshold_uncertainty_score":0.99923676},"labels":[],"label_agreement":null},{"id":"W4293238676","doi":"10.3390/en15093223","title":"Multiscale Full-Waveform Inversion with Land Seismic Field Data: A Case Study from the Jizhong Depression, Middle Eastern China","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Geology; Seismology; Inversion (geology); Geothermal gradient; Seismogram; Offset (computer science); Borehole; Algorithm; Geodesy; Geophysics; Computer science; Tectonics; Geotechnical engineering","score_opus":0.026251741439065144,"score_gpt":0.21996383709774087,"score_spread":0.19371209565867573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293238676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747646,0.0003528014,0.00015114607,0.0007041598,0.00026735387,0.0001730402,0.00014099282,0.00012308423,0.000610951],"genre_scores_gemma":[0.9973919,0.000023941277,0.0003421415,0.0014276892,0.00009475906,0.000005441626,0.00026485827,0.000005381272,0.0004438858],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887127,0.00014662296,0.00013643924,0.0003430891,0.00031106937,0.00019150376],"domain_scores_gemma":[0.9990681,0.00018775814,0.00007376209,0.0006049239,0.000012127599,0.000053364376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024473536,0.00013431587,0.00012770621,0.000050945284,0.00079829054,0.00008114444,0.0005534786,0.000023687391,0.00091878866],"category_scores_gemma":[0.000018114313,0.00007827423,0.00002424711,0.00016268734,0.000051532108,0.00031211277,0.00026203823,0.00024991974,0.00002362668],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013128486,0.000056511948,0.9065608,0.000004064822,0.00003522733,0.00084872096,0.004089321,0.013256484,0.0000064304722,2.3607215e-7,0.022531569,0.052479383],"study_design_scores_gemma":[0.0017042485,0.0011374597,0.06256795,0.000063740736,0.00011187249,0.001283846,0.08430717,0.7776231,0.00072428596,0.00011178831,0.06978865,0.00057585095],"about_ca_topic_score_codex":0.26171935,"about_ca_topic_score_gemma":0.0063930233,"teacher_disagreement_score":0.8439928,"about_ca_system_score_codex":0.000005748266,"about_ca_system_score_gemma":0.000029968392,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W4294867459","doi":"10.3390/app12178844","title":"Enhancement of In-Plane Seismic Full Waveform Inversion with CPU and GPU Parallelization","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Inversion (geology); Computation; Waveform; CUDA; Computer science; Conjugate gradient method; Computational science; Parallel computing; Finite difference; Algorithm; Finite difference method; Mathematical analysis; Mathematics; Geology; Seismology","score_opus":0.010990550825643843,"score_gpt":0.19846823181727477,"score_spread":0.18747768099163092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294867459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864445,0.00009205527,0.0006716494,0.0003568306,0.000051094285,0.00014736013,0.0000055267783,0.000023567778,0.012207427],"genre_scores_gemma":[0.997356,0.00006366245,0.0017179031,0.0007623551,0.000005964785,0.0000035803328,0.000028300341,0.0000010745023,0.00006116905],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991451,0.000024199177,0.00013047662,0.00021193523,0.00033056966,0.00015774253],"domain_scores_gemma":[0.99977005,0.000038188915,0.00007887131,0.00007170087,0.000008432272,0.000032780656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004662958,0.00006905316,0.00009835201,0.00014915704,0.00025257288,0.000017347451,0.0001708678,0.000013592158,0.00056052185],"category_scores_gemma":[0.0000027588867,0.000051457973,0.000008089611,0.00040345415,0.00022371656,0.00011337368,0.000028914383,0.00007492449,0.000007186427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008439565,0.00021235067,0.4646937,0.0001566361,0.000028518825,0.000024655916,0.007100681,0.03709363,0.015725514,0.003811666,0.012585791,0.4577229],"study_design_scores_gemma":[0.0032058314,0.006055525,0.06636724,0.00012918921,0.000044827742,0.00012697146,0.025346713,0.67022157,0.14432336,0.01866359,0.06407183,0.0014433555],"about_ca_topic_score_codex":0.0015748005,"about_ca_topic_score_gemma":0.00006541408,"teacher_disagreement_score":0.6331279,"about_ca_system_score_codex":0.000007129731,"about_ca_system_score_gemma":0.00004413083,"threshold_uncertainty_score":0.6137321},"labels":[],"label_agreement":null},{"id":"W4296018147","doi":"10.1029/2022jb023987","title":"Structure and Evolution of Northern Juan de Fuca Crust and Uppermost Mantle Over the Last 8 Ma From an Active‐Source Seismic Tomography Study","year":2022,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Science Foundation","keywords":"Geology; Crust; Subduction; Mantle (geology); Seismology; Oceanic crust; Transect; Continental crust; Petrology; Geophysics; Tectonics; Oceanography","score_opus":0.014139940056248674,"score_gpt":0.28098700535909926,"score_spread":0.2668470653028506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296018147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990065,0.00022059689,0.00004124515,0.00033629083,0.000058761074,0.00014819478,0.000112722046,0.000008250373,0.000067417226],"genre_scores_gemma":[0.9995326,0.000036237383,0.00006356593,0.00014621776,0.00015681953,6.621373e-7,0.000007949048,0.0000050534054,0.000050900755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978563,0.00065832195,0.0002013003,0.00017586803,0.00082615303,0.00028204714],"domain_scores_gemma":[0.9990802,0.00030435348,0.00013935058,0.00017136983,0.00013632796,0.00016844388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075795484,0.000100085635,0.0002112292,0.00020133547,0.00049636303,0.000072939074,0.00030438427,0.00002978739,0.00030295673],"category_scores_gemma":[0.00006236594,0.00006719975,0.00006042195,0.00035608452,0.00029777508,0.00025333563,0.00008974584,0.0008372598,0.0000016555156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059236045,0.00023966427,0.9090971,0.000013264967,0.000108186,0.000035770794,0.0041449904,0.0009945511,0.0028829153,0.000008856937,0.0011727912,0.08070958],"study_design_scores_gemma":[0.00037562443,0.00171316,0.9627872,0.000014276588,0.000019173756,0.000033838445,0.0075688064,0.02338541,0.00063780975,0.0020667033,0.0013225893,0.00007541197],"about_ca_topic_score_codex":0.012133846,"about_ca_topic_score_gemma":0.0004070398,"teacher_disagreement_score":0.08063416,"about_ca_system_score_codex":0.000014705213,"about_ca_system_score_gemma":0.00013038525,"threshold_uncertainty_score":0.99444443},"labels":[],"label_agreement":null},{"id":"W4296844863","doi":"10.1190/geo2022-0057.1","title":"Nonstationary seismic reflectivity inversion based on prior-engaged semisupervised deep learning method","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Deconvolution; Inversion (geology); Wavelet; Computer science; Inverse problem; Seismic trace; Seismic inversion; Algorithm; Convolution (computer science); Artificial neural network; Convolutional neural network; Synthetic data; Artificial intelligence; Geology; Mathematics; Seismology","score_opus":0.017275583393890657,"score_gpt":0.2407309935426034,"score_spread":0.22345541014871276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296844863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88302267,0.00015147812,0.06315319,0.0029486232,0.0009926943,0.00066058873,0.00014287453,0.0012623827,0.04766547],"genre_scores_gemma":[0.98244834,0.000008848018,0.009942542,0.0067609856,0.00005626903,0.000005518847,0.00040979974,0.000008374742,0.00035932616],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99732655,0.0014789857,0.00013664566,0.00034951672,0.00044916527,0.00025912517],"domain_scores_gemma":[0.9987758,0.0007854774,0.00008874342,0.00021888118,0.000035459936,0.000095644],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001181835,0.00014889511,0.0001524422,0.00013569478,0.0018530798,0.00003191578,0.0002222945,0.000036305886,0.0015959362],"category_scores_gemma":[0.00013323253,0.00015235033,0.00009049438,0.0004423213,0.000037897193,0.00016813252,0.000035249013,0.0011156809,0.00012647883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018873758,0.00008811113,0.012412232,0.000025598336,0.000014790952,0.0000254859,0.001112581,0.35521495,0.0007911037,0.00002652394,0.006451075,0.6236488],"study_design_scores_gemma":[0.00032715386,0.0003135718,0.005468761,0.000008596381,0.000012256017,0.000004015224,0.0009360986,0.95832956,0.001182413,0.0010433969,0.032169793,0.00020441238],"about_ca_topic_score_codex":0.0014036126,"about_ca_topic_score_gemma":0.0000033093122,"teacher_disagreement_score":0.6234444,"about_ca_system_score_codex":0.00002543754,"about_ca_system_score_gemma":0.00009568045,"threshold_uncertainty_score":0.9994464},"labels":[],"label_agreement":null},{"id":"W4297036191","doi":"10.1002/essoar.10512413.1","title":"Least-squares migration imaging of receiver functions","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Classification of discontinuities; Lithosphere; Receiver function; Seismology; Crust; Geophysical imaging; Seismic migration; Computer science; Geophysics; Tectonics; Mathematics","score_opus":0.017750400653600652,"score_gpt":0.2271574163179542,"score_spread":0.20940701566435355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297036191","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3989383,0.005585381,0.02436589,0.013169308,0.007523472,0.0011680148,0.0016894573,0.0017567618,0.5458034],"genre_scores_gemma":[0.988187,0.00024752395,0.0024710104,0.0009850226,0.000078364654,0.0000039768743,0.0011274118,0.0000047369194,0.006894939],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990055,0.00008476769,0.00022852873,0.00028491335,0.00025926868,0.00013700155],"domain_scores_gemma":[0.99940866,0.000058789738,0.00014650593,0.0002869982,0.00005746757,0.00004155373],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024330539,0.00013026169,0.0001637128,0.00020711639,0.00013708547,0.00003712016,0.00024235506,0.000051251674,0.030902676],"category_scores_gemma":[0.000027731054,0.00011687249,0.00011296566,0.000121441975,0.00007166722,0.00011351741,0.00007366493,0.00034686105,0.00007483308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027158774,0.000024336436,0.44089255,0.000080739905,0.000029445617,0.0000042134693,0.00036035138,0.0053422293,0.000036956462,0.000042844997,0.32939425,0.2237649],"study_design_scores_gemma":[0.00021966062,0.0001311981,0.11506249,0.00011882256,0.00009796874,0.000017135912,0.0042488044,0.1936863,0.0021706333,0.00618053,0.677366,0.0007004504],"about_ca_topic_score_codex":0.049362645,"about_ca_topic_score_gemma":0.00028168698,"teacher_disagreement_score":0.5892487,"about_ca_system_score_codex":0.000008681133,"about_ca_system_score_gemma":0.000083773004,"threshold_uncertainty_score":0.9699832},"labels":[],"label_agreement":null},{"id":"W4297324951","doi":"10.1190/geo2022-0179.1","title":"Improving sparse representation with deep learning: A workflow for separating strong background interference","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Workflow; Computer science; Deep learning; Sparse approximation; Artificial intelligence; Pattern recognition (psychology); Merge (version control); Representation (politics); Dictionary learning; Separation (statistics); Feature learning; Data mining; Machine learning; Database","score_opus":0.027726699695891872,"score_gpt":0.24640004011154276,"score_spread":0.2186733404156509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297324951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8625366,0.000104233615,0.13325828,0.00016871568,0.0002767825,0.00036310632,0.000025043279,0.00023479406,0.0030324394],"genre_scores_gemma":[0.98841554,0.0000027646897,0.010411152,0.00024294265,0.00008442802,0.000014388511,0.00017721218,0.0000053547346,0.0006462122],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992012,0.00006159809,0.00011267106,0.00023913343,0.00016907114,0.00021632233],"domain_scores_gemma":[0.99957293,0.000112669375,0.00011344332,0.0001270702,0.00003600524,0.000037877082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016466506,0.000092544375,0.000101517166,0.0000396953,0.00048127602,0.00007726166,0.00014969202,0.000014108114,0.00024678197],"category_scores_gemma":[0.000015704329,0.00008493264,0.000038014496,0.00018829756,0.000035950852,0.00023627213,0.000027745898,0.0002082102,0.000015384896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020988911,0.00002574094,0.04557479,0.000029512057,0.000025144993,0.0000069995826,0.0012043858,0.045603745,0.00026089168,0.00018723012,0.0013399008,0.90553176],"study_design_scores_gemma":[0.0003779446,0.0007739721,0.004156388,0.00001686412,0.000024478417,0.0000124305625,0.005035296,0.98155904,0.0007554385,0.0016812088,0.0053504985,0.00025645134],"about_ca_topic_score_codex":0.0021579955,"about_ca_topic_score_gemma":0.000036248337,"teacher_disagreement_score":0.9359553,"about_ca_system_score_codex":0.0000109360235,"about_ca_system_score_gemma":0.000032735177,"threshold_uncertainty_score":0.37016347},"labels":[],"label_agreement":null},{"id":"W4301185164","doi":"10.1002/essoar.10512536.1","title":"Analysis of the Hydrogeological Conditions Affecting Fault Response to Nearby Hydraulic Fracturing","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American University of Beirut; Harvard University","keywords":"Induced seismicity; Hydrogeology; Hydraulic fracturing; Geology; Pore water pressure; Fault (geology); Shear stress; Geotechnical engineering; Petrology; Effective stress; Microseism; Fluid dynamics; Petroleum engineering; Seismology; Mechanics","score_opus":0.01878396782890548,"score_gpt":0.2647778801637098,"score_spread":0.2459939123348043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301185164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98361164,0.00006201614,0.00042665756,0.0029311876,0.00029309135,0.00028654846,0.00023525997,0.00017370604,0.011979888],"genre_scores_gemma":[0.9939189,0.0000081286735,0.00071991084,0.004385232,0.000023458302,0.00000596132,0.00017841073,0.0000033889096,0.0007566005],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9980764,0.00056867517,0.0003021001,0.00042183223,0.00039701557,0.00023397853],"domain_scores_gemma":[0.99836195,0.0007259757,0.0001950952,0.00059328997,0.000034503013,0.0000891732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010501767,0.00017623915,0.00036881422,0.0004755255,0.00035063745,0.00004967915,0.00069415994,0.00012332271,0.015107173],"category_scores_gemma":[0.00038263353,0.000117812124,0.00040377432,0.000956275,0.000106315914,0.00004425261,0.00038722617,0.00067386695,0.000030915056],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015460826,0.000036072866,0.38869128,0.000023852179,0.00056892197,0.000014053255,0.00092835113,0.59396154,0.0001819267,0.000013299899,0.009062282,0.0063637886],"study_design_scores_gemma":[0.00008525564,0.00011485265,0.7476211,0.00004107464,0.00057769456,0.0000062589434,0.00084864587,0.21725728,0.0038899283,0.0007315961,0.028463654,0.00036264476],"about_ca_topic_score_codex":0.0124875195,"about_ca_topic_score_gemma":0.00014131595,"teacher_disagreement_score":0.37670428,"about_ca_system_score_codex":0.000017574383,"about_ca_system_score_gemma":0.00007776575,"threshold_uncertainty_score":0.9940884},"labels":[],"label_agreement":null},{"id":"W4302010889","doi":"10.1190/geo2022-0154.1","title":"3D generalized spherical multifocusing seismic imaging","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Canada First Research Excellence Fund","keywords":"Overburden; Geology; Normal moveout; Azimuth; Statics; Offset (computer science); Geophysical imaging; Synthetic data; Geometry; Algorithm; Computer science; Seismology; Mathematics; Physics; Geotechnical engineering","score_opus":0.010524683023752202,"score_gpt":0.20595693746590094,"score_spread":0.19543225444214873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302010889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736139,0.0005225697,0.01015803,0.0014955923,0.0011660185,0.00018870737,0.000093218085,0.0005750693,0.012186858],"genre_scores_gemma":[0.98024,0.000011022976,0.0114318635,0.007431415,0.0001574398,0.0000025489376,0.00011269719,0.0000069449434,0.00060606305],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989819,0.00009250301,0.00013244039,0.00023465184,0.00027388896,0.0002846059],"domain_scores_gemma":[0.99963045,0.00003890184,0.000059660124,0.00018980369,0.000018821065,0.00006235738],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015672135,0.00011154974,0.00012511796,0.000039494367,0.0004965738,0.000046469297,0.00022208838,0.000012334932,0.0021144764],"category_scores_gemma":[0.000007644801,0.00011032101,0.00006751292,0.0002503718,0.00005694472,0.00015247191,0.000052234103,0.00021709678,0.00018500314],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038170587,0.00004258694,0.045774527,0.000009666678,0.00001534172,0.000059854687,0.0005056336,0.020738695,0.00061650126,0.00005391619,0.04610615,0.88603896],"study_design_scores_gemma":[0.00026733906,0.00003692589,0.0044261008,0.000003634361,0.000011812927,0.00003037212,0.00026288594,0.73807067,0.0005632766,0.0029596486,0.25312442,0.00024289989],"about_ca_topic_score_codex":0.009043345,"about_ca_topic_score_gemma":0.0000035349146,"teacher_disagreement_score":0.88579607,"about_ca_system_score_codex":0.000013448096,"about_ca_system_score_gemma":0.00004113266,"threshold_uncertainty_score":0.9987977},"labels":[],"label_agreement":null},{"id":"W4306174650","doi":"10.1785/0220220044","title":"Joint Inversion of Receiver Function and Surface Wave Dispersion by Hamiltonian Monte Carlo Sampling","year":2022,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Markov chain Monte Carlo; Hybrid Monte Carlo; Monte Carlo method; Inversion (geology); Statistical physics; Inverse transform sampling; Hamiltonian (control theory); Joint probability distribution; Algorithm; Mathematics; Computer science; Applied mathematics; Surface wave; Mathematical optimization; Physics; Statistics; Geology","score_opus":0.0840432591682197,"score_gpt":0.2768619212485583,"score_spread":0.1928186620803386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306174650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98392195,0.00046418508,0.00047563738,0.014367212,0.00014342122,0.00019879288,0.000069418165,0.000058528083,0.0003008542],"genre_scores_gemma":[0.99234825,0.00017371152,0.00069511,0.0063896053,0.000020360694,0.0000018422342,0.00006035401,0.0000040950417,0.00030665257],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975938,0.0006225413,0.00019351032,0.000390304,0.00077652204,0.00042327866],"domain_scores_gemma":[0.9992334,0.00033064443,0.000061070416,0.00017688032,0.000052974563,0.00014500906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016758197,0.0001143078,0.00017661513,0.00015046418,0.00061817723,0.000035507055,0.00018406125,0.000058996422,0.0010313375],"category_scores_gemma":[0.00014939893,0.00009243858,0.000059493424,0.00034796263,0.00040785465,0.00014765092,0.00015380073,0.000673535,0.00001684355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001022788,0.000130622,0.15156782,0.0000871371,0.000058998696,0.00009742019,0.0008619466,0.007318564,0.10399655,0.000074984615,0.5872728,0.14751033],"study_design_scores_gemma":[0.0019879714,0.005031521,0.19864722,0.00012409856,0.000044255125,0.000089714355,0.006061221,0.2687124,0.012857619,0.0052013146,0.50017446,0.0010682006],"about_ca_topic_score_codex":0.0103991665,"about_ca_topic_score_gemma":0.0000044737867,"teacher_disagreement_score":0.26139385,"about_ca_system_score_codex":0.00004336149,"about_ca_system_score_gemma":0.00002510545,"threshold_uncertainty_score":0.99988186},"labels":[],"label_agreement":null},{"id":"W4306655461","doi":"10.1002/hyp.14744","title":"Alternative interpretation of the pressure front displacement pulse for pumping tests in confined aquifers","year":2022,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Front (military); Aquifer; Displacement (psychology); Pulse (music); Geology; Mechanics; Groundwater; Interpretation (philosophy); Head (geology); Geotechnical engineering; Optics; Physics; Geomorphology; Computer science","score_opus":0.01750292741452757,"score_gpt":0.2448687938932984,"score_spread":0.22736586647877083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306655461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98834,0.0008545017,0.003861223,0.0022947304,0.00026598433,0.00084699853,0.00016099583,0.000062583335,0.003312961],"genre_scores_gemma":[0.9983414,0.000014315249,0.00014216392,0.00129551,0.000012542815,0.000033319673,0.00003116286,0.0000015018945,0.00012808865],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999278,0.00008429813,0.00016459757,0.00016970697,0.00016938873,0.00013400163],"domain_scores_gemma":[0.9995339,0.00022939709,0.00010694379,0.00007695617,0.000033773857,0.000019016818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002729124,0.0000696755,0.00011407316,0.000041406834,0.00012136195,0.000011319268,0.0002611606,0.00002100661,0.00079363363],"category_scores_gemma":[0.00028749308,0.000043577737,0.00003217888,0.0001261262,0.00008356115,0.00007748007,0.000036925554,0.00011571447,0.0000015125983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021168794,0.00034807145,0.5068295,0.00069537223,0.000089143956,0.000008476917,0.0053318497,0.4173979,0.0006711339,0.00031802309,0.00487041,0.06132323],"study_design_scores_gemma":[0.00059153076,0.00076246704,0.021053689,0.000053821343,0.000026861602,0.000005394809,0.0005057432,0.94352263,0.007314768,0.012675584,0.013319227,0.00016825514],"about_ca_topic_score_codex":0.0009205674,"about_ca_topic_score_gemma":0.00007272237,"teacher_disagreement_score":0.5261248,"about_ca_system_score_codex":0.0000056180847,"about_ca_system_score_gemma":0.00003833404,"threshold_uncertainty_score":0.8689732},"labels":[],"label_agreement":null},{"id":"W4306847886","doi":"10.1002/essoar.10512657.1","title":"A Mixed-Flux-Based Nodal Discontinuous Galerkin Method for 3D Dynamic Rupture Modeling","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Fault (geology); Benchmark (surveying); Discontinuous Galerkin method; Earthquake rupture; Boundary (topology); Computer science; Geology; Applied mathematics; Mathematical analysis; Mathematics; Engineering; Structural engineering; Finite element method; Seismology","score_opus":0.028047387397470893,"score_gpt":0.2738216321468184,"score_spread":0.24577424474934748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306847886","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004744093,0.000680413,0.9781426,0.001744619,0.0015481954,0.00084145047,0.0012060165,0.0006419125,0.010450667],"genre_scores_gemma":[0.15637542,0.000022855365,0.82891494,0.004558046,0.00013770432,0.000058801565,0.004942111,0.00002628363,0.0049638576],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976024,0.00021142676,0.0004233054,0.00086069177,0.0004048596,0.0004973192],"domain_scores_gemma":[0.99877787,0.00025674474,0.00018253706,0.00058308395,0.00007112679,0.00012861572],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010026621,0.00040427738,0.00050245295,0.00027481807,0.00031415693,0.00016601167,0.0007463962,0.00026649295,0.0064189103],"category_scores_gemma":[0.00006669552,0.00034511165,0.00037876796,0.000133672,0.000048778922,0.00009355055,0.00010461734,0.0008795472,0.000029686349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017015405,0.000059860777,0.0015498493,0.00036117373,0.00009263228,0.00002272388,0.00020795343,0.6526868,0.000038365833,0.000049399114,0.05031824,0.2944429],"study_design_scores_gemma":[0.000256044,0.00009192617,0.000070930684,0.000056996934,0.000063026775,0.000006745066,0.00031480845,0.95473415,0.00013322085,0.0028974414,0.040908236,0.00046646793],"about_ca_topic_score_codex":0.012579435,"about_ca_topic_score_gemma":0.00032936598,"teacher_disagreement_score":0.3020474,"about_ca_system_score_codex":0.00003151435,"about_ca_system_score_gemma":0.00025976798,"threshold_uncertainty_score":0.9999001},"labels":[],"label_agreement":null},{"id":"W4307134398","doi":"10.1190/geo2022-0085.1","title":"Simultaneous source separation by shot collocation and strength variation","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Algorithm; Blind signal separation; Offset (computer science); Robustness (evolution); Mathematical optimization; Mathematics; Telecommunications","score_opus":0.006793128230765468,"score_gpt":0.20804886030969907,"score_spread":0.2012557320789336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307134398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99131477,0.00018824256,0.0055072573,0.00043991703,0.00019125856,0.00015286794,0.0001207739,0.00015316244,0.0019317804],"genre_scores_gemma":[0.99710315,0.000014263474,0.0002763803,0.00092337286,0.000038070728,0.0000021232077,0.00048647032,0.000002142135,0.0011540204],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948066,0.0000512242,0.00007702634,0.00013589444,0.00016105258,0.000094164345],"domain_scores_gemma":[0.9997421,0.00008332374,0.00005039428,0.00007751496,0.000018314435,0.00002834923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010207895,0.00005683398,0.000054230597,0.000025343938,0.00030953967,0.000034579858,0.0000615177,0.000015484029,0.00027776032],"category_scores_gemma":[0.000013563999,0.00005969172,0.000012212269,0.00013321325,0.000019664154,0.00011327418,0.00001102062,0.000081857455,0.000022994509],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081907,0.000095008574,0.011954666,0.000022238704,0.000026211172,0.000004159099,0.004684317,0.042921837,0.0027690341,0.00023174095,0.074831285,0.8623776],"study_design_scores_gemma":[0.00017156854,0.00019161156,0.0034297747,0.000002051659,0.000013267866,0.000006307956,0.0004201986,0.85596955,0.0008739242,0.0017701637,0.13699196,0.00015962793],"about_ca_topic_score_codex":0.0025564365,"about_ca_topic_score_gemma":0.0000069150947,"teacher_disagreement_score":0.86221796,"about_ca_system_score_codex":0.000009930117,"about_ca_system_score_gemma":0.000028168171,"threshold_uncertainty_score":0.38645843},"labels":[],"label_agreement":null},{"id":"W4307134564","doi":"10.1190/geo2022-0090.1","title":"Weighted-average time-lapse seismic full-waveform inversion","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Institut National de la Recherche Scientifique","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Geology; Computer science; Computation; Algorithm; Regional geology; Synthetic data; Seismology; Telmatology","score_opus":0.0072835945010290715,"score_gpt":0.1812843974459316,"score_spread":0.17400080294490253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307134564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95641154,0.000112829344,0.0005322591,0.0010557573,0.0007407481,0.00020682106,0.00015265851,0.00046696782,0.040320408],"genre_scores_gemma":[0.98597866,0.00003030119,0.00058675575,0.0069914605,0.00015459597,0.0000028311088,0.00052887463,0.000008217017,0.005718302],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987756,0.00007460924,0.00015300415,0.0002755633,0.00039760725,0.00032363166],"domain_scores_gemma":[0.9994722,0.00004566318,0.00008164844,0.000278371,0.000025646717,0.00009648802],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019788486,0.00014929654,0.00015153611,0.00009929272,0.00058143283,0.00003798053,0.0003297822,0.00003380841,0.008136665],"category_scores_gemma":[0.0000048323805,0.00014095004,0.00009430146,0.00035031972,0.000060444796,0.00024580356,0.00008138231,0.0003033266,0.0030859837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016984936,0.000119158896,0.005822591,0.000036468955,0.000050717543,0.00011464392,0.0010045996,0.0053042327,0.0011123001,0.00020794893,0.431342,0.55471545],"study_design_scores_gemma":[0.00033667503,0.00034782902,0.0012931575,0.000008286471,0.000017393288,0.0000374839,0.00022771642,0.56983566,0.0014419219,0.01096364,0.4151242,0.00036601737],"about_ca_topic_score_codex":0.0022320324,"about_ca_topic_score_gemma":0.0000027694573,"teacher_disagreement_score":0.56453145,"about_ca_system_score_codex":0.000023288883,"about_ca_system_score_gemma":0.000057806243,"threshold_uncertainty_score":0.9976902},"labels":[],"label_agreement":null},{"id":"W4307168624","doi":"10.1190/geo2021-0470.1","title":"Hierarchical transfer learning for deep learning velocity model building","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Society of Economic Geologists Foundation","keywords":"Computer science; Benchmark (surveying); Algorithm; Artificial neural network; Deep learning; Similarity (geometry); Mean squared error; Model building; Convergence (economics); Artificial intelligence; Transfer of learning; Salient; Inverse; Inversion (geology); Measure (data warehouse); Data mining; Mathematics; Image (mathematics); Geology; Geometry; Physics","score_opus":0.015172183236380019,"score_gpt":0.21972409713330343,"score_spread":0.2045519138969234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307168624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7152594,0.00009670223,0.2815455,0.0003971495,0.00017226634,0.0001715016,0.00002273397,0.0003128792,0.0020218967],"genre_scores_gemma":[0.9899914,0.000013228308,0.008231733,0.00084998907,0.00008680749,0.000008928549,0.0001238257,0.000007707368,0.0006863313],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989994,0.00008951843,0.00012433658,0.00024189916,0.00023654231,0.0003083064],"domain_scores_gemma":[0.9996686,0.00013277691,0.000026277661,0.00008500966,0.000024064879,0.00006329555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031738178,0.00010643736,0.0001321018,0.00005557086,0.0009916109,0.000035949037,0.0001963314,0.00002852056,0.00027162422],"category_scores_gemma":[0.000027974014,0.000110094115,0.000101526435,0.00016041314,0.000046518555,0.00012481627,0.000024122039,0.0005729811,0.000014846688],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004902749,0.000014452286,0.0035441788,0.0000150066935,0.000010885606,0.0000020592613,0.0007639896,0.6757017,0.00026302005,0.00081666256,0.0005795094,0.31823954],"study_design_scores_gemma":[0.00017221921,0.00015381855,0.0007814104,0.0000030993858,0.000010489635,0.0000033800195,0.00021894168,0.95570874,0.000374719,0.011777324,0.030640202,0.00015567655],"about_ca_topic_score_codex":0.00043794676,"about_ca_topic_score_gemma":0.0000023927162,"teacher_disagreement_score":0.31808388,"about_ca_system_score_codex":0.000010320967,"about_ca_system_score_gemma":0.0000378208,"threshold_uncertainty_score":0.76267695},"labels":[],"label_agreement":null},{"id":"W4307168791","doi":"10.1190/geo2022-0072.1","title":"Time-lapse seismic imaging using shot gathers with nonrepeatable source wavelets","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wavelet; Computer science; Noise (video); Algorithm; Residual; Noise reduction; Artificial intelligence; Image (mathematics)","score_opus":0.011937660832679952,"score_gpt":0.19829026532459765,"score_spread":0.1863526044919177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307168791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853782,0.00015390539,0.003975692,0.00035224215,0.0001807406,0.00017050217,0.00008081996,0.00030116035,0.0094067445],"genre_scores_gemma":[0.9913684,0.000004191613,0.001824177,0.0041259527,0.0000926821,0.0000019478348,0.0001460735,0.000014012823,0.002422546],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987877,0.00007668107,0.00012277825,0.00029845542,0.0003413405,0.00037301463],"domain_scores_gemma":[0.99949586,0.00004406889,0.00008471039,0.00027019478,0.000028125223,0.00007700912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021807592,0.00015532982,0.00015294418,0.00007496419,0.0005852845,0.00005819642,0.00025778485,0.000014300196,0.0017007526],"category_scores_gemma":[0.0000041360913,0.00014059758,0.000052801486,0.00030808715,0.000106080595,0.0002561894,0.00004916717,0.00023927144,0.00017220218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002625685,0.00018180664,0.059776556,0.00006815307,0.00013097833,0.0003010824,0.0039378735,0.39294952,0.00421442,0.000030505935,0.06577224,0.4723743],"study_design_scores_gemma":[0.00025832222,0.00010003505,0.0007590605,0.000016305798,0.000029418288,0.000103767095,0.0010293484,0.9247221,0.0010925051,0.00046474944,0.07109328,0.00033115436],"about_ca_topic_score_codex":0.005434148,"about_ca_topic_score_gemma":0.000002540704,"teacher_disagreement_score":0.5317725,"about_ca_system_score_codex":0.000020106743,"about_ca_system_score_gemma":0.00008448732,"threshold_uncertainty_score":0.99921185},"labels":[],"label_agreement":null},{"id":"W4307249557","doi":"10.1111/1365-2478.13284","title":"Reflection seismic imaging across a greenstone belt, Abitibi (Ontario), Canada","year":2022,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Geology; Seismology; Seismic migration; Greenstone belt; Stack (abstract data type); Reflection (computer programming); Archean; Geochemistry; Computer science","score_opus":0.008540442574111849,"score_gpt":0.21584099204455504,"score_spread":0.20730054947044319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307249557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877913,0.00007569986,0.00020237039,0.0010215982,0.0007667054,0.00017300365,0.000050470702,0.00026531538,0.0096535655],"genre_scores_gemma":[0.9937596,8.9757094e-7,0.00030233874,0.0035502869,0.00020498032,0.000006092697,0.000085796324,0.000008201413,0.0020818608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982661,0.00006682393,0.00021828894,0.0004220184,0.00048117348,0.000545575],"domain_scores_gemma":[0.99947214,0.000065516026,0.0001160095,0.00020500309,0.000039318777,0.00010199538],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030641246,0.00016245243,0.00018274353,0.00004053569,0.0016015987,0.000070438306,0.00023130738,0.000016901848,0.0010188599],"category_scores_gemma":[0.00002551612,0.00016757341,0.00006961744,0.00034673075,0.00006178726,0.00021140963,0.00008188702,0.00063962775,0.000027038473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007327196,0.000054294294,0.7457062,0.00002136625,0.000026557465,0.00016434822,0.0021817125,0.003589019,0.00051027886,0.00005721974,0.03586144,0.21175428],"study_design_scores_gemma":[0.00070231594,0.00027114147,0.715985,0.00003131871,0.000026730195,0.00036890846,0.0037168853,0.19444373,0.0013070549,0.0060582804,0.07617044,0.0009181816],"about_ca_topic_score_codex":0.9984242,"about_ca_topic_score_gemma":0.95442665,"teacher_disagreement_score":0.2108361,"about_ca_system_score_codex":0.00024172732,"about_ca_system_score_gemma":0.00030994686,"threshold_uncertainty_score":0.9998943},"labels":[],"label_agreement":null},{"id":"W4307562745","doi":"10.1111/1365-2478.13285","title":"High‐resolution 2.5D multifocusing imaging of a crooked seismic profile in a crystalline rock environment: Results from the Larder Lake area, Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Geology; Offset (computer science); Geophysical imaging; Economic geology; Environmental geology; Regional geology; Seismology; Transect; Computer science; Tectonics; Volcanism","score_opus":0.008540980740463212,"score_gpt":0.1692425669308853,"score_spread":0.16070158619042207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307562745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965968,0.0000807693,0.00043419743,0.0012404114,0.00012382018,0.00030631555,0.00062290824,0.000051181076,0.00054358924],"genre_scores_gemma":[0.9973894,0.0000017060047,0.000989246,0.0005961996,0.000082885905,0.0000069407106,0.00045749394,0.0000063775233,0.0004697943],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99838537,0.00010986738,0.00035923268,0.00038009186,0.000433467,0.00033195296],"domain_scores_gemma":[0.99925303,0.00023771147,0.00020471137,0.00024056534,0.000018691693,0.00004531388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033169682,0.00014806383,0.00020562802,0.000040348426,0.00045944442,0.000031916923,0.0002448313,0.000020106969,0.001216771],"category_scores_gemma":[0.00006445785,0.0001226879,0.00005246013,0.00018759866,0.00004530532,0.00012619529,0.000093604125,0.0005029939,0.000008729925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004999006,0.00018330158,0.45849627,0.000020328498,0.000044703564,0.00009798249,0.006676743,0.5017279,0.0010034423,0.00001795518,0.014171556,0.01705991],"study_design_scores_gemma":[0.00088037516,0.000047384605,0.23502003,0.000047872953,0.000015868825,0.000005598066,0.0013008435,0.7504181,0.0009505995,0.00096663664,0.010110882,0.00023577861],"about_ca_topic_score_codex":0.99033004,"about_ca_topic_score_gemma":0.8204128,"teacher_disagreement_score":0.24869023,"about_ca_system_score_codex":0.00013669016,"about_ca_system_score_gemma":0.00020300552,"threshold_uncertainty_score":0.99969625},"labels":[],"label_agreement":null},{"id":"W4308318722","doi":"10.1111/1365-2478.13283","title":"Seismic imaging of the gold deposit and geological structures through reprocessing of legacy seismic profiles near Kloof–Driefontein Complex East Mine, South Africa","year":2022,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"National Research Foundation","keywords":"Geology; Geophysical imaging; Outcrop; Seismology; Stack (abstract data type); Seismic refraction; Refraction; Seismic energy; Bedrock; Mineralogy; Geochemistry; Geomorphology","score_opus":0.018449066231422177,"score_gpt":0.215394487533179,"score_spread":0.19694542130175682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308318722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960636,0.000533844,0.00035445532,0.000658354,0.00010778367,0.00026866578,0.000047679296,0.00010623678,0.0018593824],"genre_scores_gemma":[0.99634016,0.0000017640264,0.003000083,0.0004431244,0.00007695139,0.0000039451784,0.000014983305,0.000008695301,0.00011030204],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982588,0.0001438738,0.00037568057,0.00045034857,0.00041846733,0.00035279652],"domain_scores_gemma":[0.99914044,0.00010173163,0.0003600832,0.00028777082,0.000060914746,0.000049051403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024724784,0.00019622582,0.00033568675,0.000041797106,0.00069704134,0.000087040484,0.00039489687,0.00003293588,0.000104440885],"category_scores_gemma":[0.00010211244,0.00013997372,0.000113335416,0.0004162061,0.00053590495,0.00027278776,0.00018674998,0.00044246364,0.0000020542682],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015059266,0.000103121834,0.9371344,0.0002634163,0.000051241343,0.000014613069,0.0139735,0.01151094,0.0061925976,0.00043271965,0.0013505006,0.0288224],"study_design_scores_gemma":[0.00053583476,0.0002542047,0.40906933,0.00010284177,0.000065991786,0.000111308465,0.008243061,0.55004966,0.01117366,0.018832842,0.0011362062,0.00042507425],"about_ca_topic_score_codex":0.005668141,"about_ca_topic_score_gemma":0.000005940394,"teacher_disagreement_score":0.5385387,"about_ca_system_score_codex":0.00001264214,"about_ca_system_score_gemma":0.000051139024,"threshold_uncertainty_score":0.8568571},"labels":[],"label_agreement":null},{"id":"W4308754024","doi":"10.46873/2300-3960.1361","title":"Effect of mining and geology on mining-induced seismicity – A case study","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Mining","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Golder Associates (Canada); McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Induced seismicity; Microseism; Geology; Seismology; Sill; Magnitude (astronomy); Seismic moment; Mining engineering; Fault (geology); Petrology","score_opus":0.012607888709374659,"score_gpt":0.2492036677485525,"score_spread":0.23659577903917783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308754024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833316,0.00021638324,0.00001596739,0.00019560104,0.00018570785,0.00019169741,0.0000023140228,0.000017581526,0.0008415716],"genre_scores_gemma":[0.9988299,0.00000383688,0.0004427697,0.00038471984,0.000052193347,0.00000158225,0.0000011138668,0.000005612614,0.0002782871],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99816847,0.00057665963,0.00042373964,0.00017639858,0.00033125898,0.00032348392],"domain_scores_gemma":[0.99832857,0.0008552528,0.0004793391,0.00012513102,0.000110740664,0.000100959776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003111291,0.00014549657,0.00040142192,0.0004808603,0.00043190081,0.000031339165,0.00018955398,0.000037304726,0.00021261373],"category_scores_gemma":[0.00032405785,0.00011971239,0.00007099176,0.00029040224,0.000060524628,0.00019532586,0.00007178742,0.00028297564,3.9133542e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012663049,0.00017970843,0.771353,0.00016806328,0.00016575905,0.04748601,0.030996075,0.0030865774,0.000073141884,0.000007848431,0.0073030503,0.13791443],"study_design_scores_gemma":[0.0035719227,0.04824273,0.008506538,0.00007948726,0.00021230294,0.026935289,0.88310915,0.021917446,0.0021216606,0.000053840788,0.004842637,0.00040699114],"about_ca_topic_score_codex":0.0037920312,"about_ca_topic_score_gemma":0.000009303915,"teacher_disagreement_score":0.85211307,"about_ca_system_score_codex":0.00003049884,"about_ca_system_score_gemma":0.00012406391,"threshold_uncertainty_score":0.5732442},"labels":[],"label_agreement":null},{"id":"W4309072801","doi":"10.1177/87552930221132576","title":"Probabilistic approach for seismic microzonation integrating 3D geological and geotechnical uncertainty","year":2022,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Université du Québec à Chicoutimi","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Geotechnical engineering; Probabilistic logic; Seismic microzonation; Shear (geology); Seismology; Statistics; Mathematics","score_opus":0.01610510064173436,"score_gpt":0.21790413103866793,"score_spread":0.20179903039693356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309072801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9278748,0.00046436567,0.060418777,0.002045078,0.00020799505,0.0010452189,0.00018865976,0.00048566432,0.0072694337],"genre_scores_gemma":[0.96915156,0.000012213666,0.028867025,0.001280088,0.00007436441,0.00002529436,0.00031598227,0.000004781589,0.00026870082],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879307,0.00011448503,0.0002076765,0.00038633982,0.00020386538,0.00029458493],"domain_scores_gemma":[0.9995082,0.00017838791,0.00007177503,0.00014344373,0.000027705486,0.000070504655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068050093,0.00013623078,0.00016777666,0.000088553956,0.00049227837,0.00005317855,0.00018251053,0.00005430146,0.00075421174],"category_scores_gemma":[0.000121431105,0.00011571143,0.000060849037,0.00016927322,0.00014825191,0.00008448207,0.00003306872,0.00034644388,0.000007042514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003808419,0.00023291691,0.01757808,0.00013287034,0.000052317722,0.000024057106,0.0010377455,0.25640118,0.00034115813,0.0053365743,0.021100514,0.69738173],"study_design_scores_gemma":[0.0002771824,0.00044106098,0.010661606,0.0000042978368,0.000012655666,0.000102088554,0.00039652467,0.94558567,0.0000754829,0.005343302,0.036899067,0.00020108517],"about_ca_topic_score_codex":0.00093579554,"about_ca_topic_score_gemma":0.00001700385,"teacher_disagreement_score":0.6971807,"about_ca_system_score_codex":0.000016467262,"about_ca_system_score_gemma":0.000044203258,"threshold_uncertainty_score":0.825809},"labels":[],"label_agreement":null},{"id":"W4309750783","doi":"10.2118/210287-pa","title":"An Integrated Method to Mitigate Hazards from Hydraulic Fracturing–Induced Earthquakes in the Duvernay Shale Play","year":2022,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Hydraulic fracturing; Geology; Precambrian; Seismology; Geomechanics; Basement; Microseism; Oil shale; Brittleness; Pore water pressure; Sedimentary rock; Geotechnical engineering; Mining engineering; Petrology; Geochemistry; Engineering","score_opus":0.02981680155088943,"score_gpt":0.2905921862595363,"score_spread":0.26077538470864686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309750783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875558,0.0001989549,0.008740164,0.0018205956,0.00026517006,0.00045824648,0.000077262885,0.00016277557,0.00072105526],"genre_scores_gemma":[0.9851637,0.0000062465697,0.013231642,0.0010994851,0.00009621077,0.0000368398,0.00032686474,0.0000102425165,0.000028806657],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99757177,0.00061193586,0.00026552906,0.0003500649,0.0009011122,0.00029961095],"domain_scores_gemma":[0.9991586,0.0002595284,0.000060000653,0.00038080403,0.000055004697,0.00008601278],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032672125,0.00016794648,0.00017041399,0.0002752996,0.00020083493,0.00011436392,0.000585252,0.000046187084,0.0031166773],"category_scores_gemma":[0.0002030383,0.00013736845,0.000054614113,0.00061708246,0.000009725716,0.00030491262,0.000030970816,0.00045317205,0.00006217305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002655293,0.000018904862,0.0039803577,0.0000039788733,0.000013284117,0.000012860064,0.002198578,0.914003,0.001913881,0.000012799924,0.0013369301,0.076478854],"study_design_scores_gemma":[0.00023478316,0.00013463381,0.07173091,0.000022711338,0.000014152305,0.0000071850986,0.0009807505,0.89526075,0.0045473985,0.00050347566,0.026367135,0.00019609758],"about_ca_topic_score_codex":0.015239456,"about_ca_topic_score_gemma":0.00031668364,"teacher_disagreement_score":0.076282755,"about_ca_system_score_codex":0.000057055953,"about_ca_system_score_gemma":0.00010406244,"threshold_uncertainty_score":0.9977946},"labels":[],"label_agreement":null},{"id":"W4310384220","doi":"10.1190/geo2022-0094.1","title":"Stepsize sharing in time-lapse full-waveform inversion","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Computer science; Algorithm; Geology; Seismology","score_opus":0.01147499019920149,"score_gpt":0.19444544788645407,"score_spread":0.1829704576872526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310384220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869314,0.000041923377,0.000021847038,0.0002702196,0.0002205546,0.00010077964,0.000023932495,0.00012225611,0.012267122],"genre_scores_gemma":[0.9954059,0.000012143195,0.00034786385,0.001993342,0.00005547981,0.0000023046575,0.00014263504,0.000004222033,0.0020360907],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990784,0.00003416639,0.00012832791,0.00022143447,0.00029701676,0.00024066605],"domain_scores_gemma":[0.99966216,0.000033369724,0.000048250797,0.00019467814,0.0000105463005,0.00005096856],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002557464,0.000091395945,0.00011131833,0.000097765515,0.00021772002,0.00003219392,0.0003469661,0.000021815786,0.0035533058],"category_scores_gemma":[0.000007520239,0.00009071686,0.000045309345,0.00033944196,0.000030474353,0.00019891716,0.00010445947,0.00024047599,0.0007848313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030644645,0.00020651722,0.39550373,0.00006059356,0.00003009011,0.00016126885,0.0025824122,0.006676751,0.0016527541,0.00030932968,0.08676048,0.50574964],"study_design_scores_gemma":[0.0014853453,0.00079048245,0.08281202,0.000056281435,0.000024291145,0.00004626993,0.0018128401,0.69907933,0.0023281362,0.032547057,0.1780018,0.0010161663],"about_ca_topic_score_codex":0.0038968746,"about_ca_topic_score_gemma":0.000016074531,"teacher_disagreement_score":0.69240254,"about_ca_system_score_codex":0.00002109438,"about_ca_system_score_gemma":0.000026771462,"threshold_uncertainty_score":0.99999315},"labels":[],"label_agreement":null},{"id":"W4310984721","doi":"10.1093/gji/ggac462","title":"Feasibility of seismic time-lapse monitoring of CO2 with rock physics parametrized full waveform inversion","year":2022,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Society of Economic Geologists Foundation","keywords":"Inversion (geology); Seismic inversion; Regional geology; Algorithm; Geology; Engineering geology; Robustness (evolution); Synthetic data; Environmental geology; Waveform; Saturation (graph theory); Geophysics; Computer science; Meteorology; Seismology; Hydrogeology; Mathematics; Data assimilation; Radar; Geotechnical engineering","score_opus":0.019290022630774277,"score_gpt":0.24040492798161484,"score_spread":0.22111490535084055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310984721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963398,0.00002413977,0.0018498476,0.0002807678,0.0003955715,0.00007397521,0.00007101712,0.000022072594,0.00094280223],"genre_scores_gemma":[0.99763906,0.000015304267,0.0017301866,0.00012449789,0.00019413371,6.7144316e-7,0.00004447332,0.00000377356,0.00024792296],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985377,0.00008220796,0.00029027936,0.00015292969,0.0007812633,0.00015557752],"domain_scores_gemma":[0.9991543,0.00012148367,0.00033348767,0.00012091845,0.00018910432,0.00008065998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002779101,0.00010592232,0.00020881441,0.00011655854,0.00015533013,0.000022289527,0.0003873505,0.000018781986,0.0011101423],"category_scores_gemma":[0.000032994045,0.000083744606,0.00012934246,0.00025078363,0.000069664486,0.00026601818,0.000054557044,0.00037044968,0.0000341016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003953433,0.0010003757,0.74686885,0.00006230429,0.00043053646,0.00006878806,0.0009302901,0.09274902,0.012194021,0.00013473135,0.0077264244,0.13388124],"study_design_scores_gemma":[0.0028271459,0.001866301,0.099455565,0.00014431839,0.000081823404,0.00028065,0.0011038149,0.8388091,0.038883395,0.012596527,0.0034949337,0.00045647088],"about_ca_topic_score_codex":0.00055928173,"about_ca_topic_score_gemma":4.045547e-7,"teacher_disagreement_score":0.74606,"about_ca_system_score_codex":0.000041331175,"about_ca_system_score_gemma":0.00008020526,"threshold_uncertainty_score":0.999803},"labels":[],"label_agreement":null},{"id":"W4311819613","doi":"10.1190/geo2022-0345.1","title":"Curvature attributes with the 3D seismic Kalman filter for fault opening description — An application to a shale oil reservoir in the Jimsar sag, Junggar Basin, Xinjiang","year":2021,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"China National Petroleum Corporation","keywords":"Geology; Curvature; Oil shale; Fault (geology); Petrology; Kalman filter; Seismic attribute; Structural basin; Petroleum engineering; Seismology; Computer science; Paleontology; Artificial intelligence; Geometry; Mathematics","score_opus":0.021303545523850193,"score_gpt":0.23356137345757844,"score_spread":0.21225782793372824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311819613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535023,0.00033864172,0.024832392,0.018943148,0.00012123205,0.00050303154,0.0001842292,0.00010152991,0.0014735054],"genre_scores_gemma":[0.97756594,0.000025405952,0.0056436053,0.014729379,0.00022373669,0.000042274627,0.0007078635,0.000008746041,0.001053068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989842,0.00012365646,0.00012194919,0.00029647205,0.00021368366,0.00026002142],"domain_scores_gemma":[0.99926317,0.00012156616,0.000058106132,0.00040039318,0.0001122063,0.000044569842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040505434,0.00012796397,0.0001230205,0.00003515748,0.00030639552,0.00016968242,0.00038431917,0.000051779796,0.000025935124],"category_scores_gemma":[0.000027992966,0.00007609347,0.000040803756,0.00044603547,0.000047060206,0.00038054542,0.0000218145,0.00020537873,0.00004047437],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040562806,0.00020424245,0.05213589,0.00022410207,0.000069196474,0.000035050223,0.014583232,0.0242856,0.0030569416,0.00050863187,0.2933409,0.6111506],"study_design_scores_gemma":[0.0005768837,0.00037493944,0.060601253,0.00015753164,0.00006304309,0.00003370471,0.0046696444,0.2559489,0.0041732,0.0029240912,0.6699775,0.0004993287],"about_ca_topic_score_codex":0.0025830404,"about_ca_topic_score_gemma":0.0004883568,"teacher_disagreement_score":0.61065125,"about_ca_system_score_codex":0.000009351103,"about_ca_system_score_gemma":0.00005892648,"threshold_uncertainty_score":0.3904802},"labels":[],"label_agreement":null},{"id":"W4311819641","doi":"10.1190/geo2022-0065.1","title":"A phase transition in the O’Doherty-Anstey model","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scattering; Smoothness; Lag; Weighting; Statistical physics; Phase transition; Partition (number theory); Function (biology); Phase (matter); Mathematics; Reflectivity; Physics; Optics; Mathematical analysis; Condensed matter physics; Quantum mechanics; Computer science; Acoustics; Combinatorics","score_opus":0.01848932300354641,"score_gpt":0.22645369472286292,"score_spread":0.2079643717193165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311819641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811154,0.00008087671,0.0035057287,0.002658899,0.000110717185,0.00015824109,0.0001207988,0.00007564559,0.012173711],"genre_scores_gemma":[0.9910368,0.000006696996,0.00025495634,0.008469209,0.00002837225,0.0000043118325,0.00011251758,0.0000014832633,0.0000856746],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994298,0.00007516364,0.00007418434,0.00010472562,0.00018999628,0.00012608097],"domain_scores_gemma":[0.9998134,0.000026846234,0.00001968222,0.00011927825,0.0000058623777,0.000014948997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022144688,0.00005208197,0.00005562027,0.000033592532,0.00018505302,0.000017705792,0.00018445805,0.000009844903,0.00037531042],"category_scores_gemma":[0.0000016674117,0.000039041275,0.000035042114,0.00020229926,0.000024231247,0.00010050569,0.000005056746,0.00016545148,0.0000300263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018744978,0.00072023954,0.0008868159,0.000023892497,0.000013544932,0.00006704181,0.022359522,0.17667304,0.00031788746,0.0014678073,0.075251065,0.7220317],"study_design_scores_gemma":[0.0003977912,0.00016227594,0.0002668156,0.000002026661,0.0000050754875,0.000007182441,0.0012014883,0.9642943,0.000067223315,0.023761457,0.009752302,0.000082024875],"about_ca_topic_score_codex":0.0019061567,"about_ca_topic_score_gemma":0.0000129818045,"teacher_disagreement_score":0.7876213,"about_ca_system_score_codex":0.0000036641798,"about_ca_system_score_gemma":0.000023882498,"threshold_uncertainty_score":0.4109386},"labels":[],"label_agreement":null},{"id":"W4312115409","doi":"10.1190/geo2022-0080.1","title":"Least-squares reverse time migration with shifted total variation regularization","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Tikhonov regularization; Regularization (linguistics); Piecewise; Algorithm; Backus–Gilbert method; Computer science; Minification; Regularization perspectives on support vector machines; Slowness; Mathematics; Applied mathematics; Mathematical optimization; Inverse problem; Mathematical analysis; Artificial intelligence; Physics","score_opus":0.004272756177003116,"score_gpt":0.15881089324161451,"score_spread":0.1545381370646114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312115409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98585063,0.000036720805,0.007533266,0.0018167165,0.00030282172,0.00028985663,0.00012868358,0.00035951613,0.0036817938],"genre_scores_gemma":[0.9922046,0.0000027768483,0.0020696274,0.00093886076,0.000087891414,0.000003991613,0.0011157318,0.0000048270613,0.00357166],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992638,0.00007812684,0.0000919526,0.00016730874,0.00027463556,0.00012416502],"domain_scores_gemma":[0.99969923,0.000019911377,0.000077765595,0.00013667917,0.000036376037,0.000030011395],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001237367,0.00007778799,0.000073704214,0.00005455336,0.0003043287,0.000036526355,0.00008462131,0.000019379231,0.0012176962],"category_scores_gemma":[0.000007906936,0.0000711725,0.000024854913,0.00029790317,0.000025487176,0.00026744432,0.0000113919705,0.00010378632,0.00014155156],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014736854,0.00051959767,0.09303348,0.00012322103,0.00023231943,0.00008713734,0.013379742,0.116036884,0.011778123,0.0057184678,0.26643977,0.4911776],"study_design_scores_gemma":[0.0007322229,0.0010616031,0.1991117,0.000023450011,0.00007218844,0.000047104502,0.0006410172,0.74254483,0.0020806124,0.014766367,0.03831028,0.00060859433],"about_ca_topic_score_codex":0.002655492,"about_ca_topic_score_gemma":0.000009200827,"teacher_disagreement_score":0.626508,"about_ca_system_score_codex":0.000010722836,"about_ca_system_score_gemma":0.000042161006,"threshold_uncertainty_score":0.9996953},"labels":[],"label_agreement":null},{"id":"W4312652907","doi":"10.3997/2214-4609.2022617016","title":"Rock Physics Case Studies of Western Canada Unconventional Plays","year":2022,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Devonian; Petrophysics; Oil shale; Petrography; Lithology; Cretaceous; Geomechanics; Borehole; Well logging; Drilling; Petrology; Inversion (geology); Mining engineering; Petroleum engineering; Paleontology; Geotechnical engineering; Porosity","score_opus":0.02875394238117961,"score_gpt":0.23764122461287238,"score_spread":0.20888728223169276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312652907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988492,0.0006976252,0.0008095404,0.0009335952,0.0006714088,0.000108444925,0.00037333686,0.00007408113,0.007839932],"genre_scores_gemma":[0.9964301,0.0000062077665,0.00018409269,0.0014810053,0.000023404189,7.741729e-7,0.00003620957,9.821395e-7,0.0018371994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994849,0.000035619778,0.00010215249,0.000087804656,0.0002014404,0.000088072135],"domain_scores_gemma":[0.9997671,0.000066086664,0.000043889595,0.00006972836,0.000027367072,0.000025777246],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010363482,0.000047588153,0.00008379792,0.000018176332,0.00017880353,0.0000036619626,0.0000797841,0.0000049934265,0.0021831368],"category_scores_gemma":[0.000006569402,0.000040408242,0.00002292491,0.000084057414,0.000019230663,0.00004987491,0.000022319015,0.00006254264,0.0000055013415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023068069,0.000030140947,0.45127353,0.0000469985,0.000093358816,0.0008429864,0.00040055037,0.015318402,0.000015056188,0.00021292586,0.50966805,0.022074915],"study_design_scores_gemma":[0.0019772921,0.0013574496,0.022455782,0.00005968216,0.00015175088,0.008279855,0.05854305,0.29865772,0.02117682,0.013616671,0.5721083,0.0016155967],"about_ca_topic_score_codex":0.7659181,"about_ca_topic_score_gemma":0.17275947,"teacher_disagreement_score":0.5931586,"about_ca_system_score_codex":0.000010319556,"about_ca_system_score_gemma":0.00012998549,"threshold_uncertainty_score":0.998729},"labels":[],"label_agreement":null},{"id":"W4313248731","doi":"10.1190/geo2022-1222-spseintro.1","title":"Advances in mathematical geophysics — Introduction","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geophysics; Geology; Computer science","score_opus":0.005575622097684314,"score_gpt":0.19724699485151345,"score_spread":0.19167137275382914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313248731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9328805,0.0010232173,0.0024541363,0.004263015,0.0018338497,0.00042537984,0.00009243525,0.00047864654,0.05654877],"genre_scores_gemma":[0.99719137,0.00008361329,0.0010104092,0.0008587473,0.00034805585,0.00000572969,0.00010207522,0.000003994949,0.00039599356],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991873,0.00005687124,0.00012972947,0.00019209662,0.00023872222,0.00019528379],"domain_scores_gemma":[0.99970543,0.0000412805,0.00004657178,0.00016354863,0.000012751311,0.000030428248],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016844763,0.00008129539,0.000113319205,0.000059273218,0.0001619343,0.000017164013,0.00016224595,0.000013716851,0.0017581626],"category_scores_gemma":[0.000011754592,0.00007932775,0.000037915182,0.00032828003,0.000046894613,0.00028855275,0.000026307138,0.00021586304,0.00024417535],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054692577,0.00014815235,0.015380007,0.00004737312,0.0000059706945,0.00001906463,0.0007071557,0.0065098107,0.00010630657,0.009254388,0.019957012,0.94781005],"study_design_scores_gemma":[0.00035153967,0.00027709056,0.015088779,0.000010250052,0.000011416179,0.00002895769,0.0012175759,0.055353884,0.0005986677,0.49236688,0.43427694,0.00041801253],"about_ca_topic_score_codex":0.00036428258,"about_ca_topic_score_gemma":0.00000527149,"teacher_disagreement_score":0.94739205,"about_ca_system_score_codex":0.000010728031,"about_ca_system_score_gemma":0.000021877002,"threshold_uncertainty_score":0.9991544},"labels":[],"label_agreement":null},{"id":"W4313431581","doi":"10.3997/1365-2397.fb2023007","title":"The use of miniaturised seismic sources for reduced environmental impact","year":2023,"lang":"en","type":"article","venue":"First Break","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Environmental geology; Economic geology; Vertical seismic profile; Seismology; Metamorphic petrology; Telmatology; Gemology; Explosive material; Regional geology; Oil field; Petroleum engineering; Engineering geology; Tectonics; Volcanism","score_opus":0.030387426079017697,"score_gpt":0.22735704971747744,"score_spread":0.19696962363845974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313431581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765706,0.00012436815,0.000033999717,0.0012022308,0.00016677573,0.00018188298,0.00042807532,0.000104482955,0.00010112369],"genre_scores_gemma":[0.9977098,0.00014604541,0.0002883381,0.00027122986,0.000051354396,0.000002832228,0.00020824386,0.000004272748,0.0013178901],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993682,0.000023746441,0.00013476679,0.00013029475,0.00012635943,0.00021666172],"domain_scores_gemma":[0.9992378,0.00046522386,0.00006967944,0.00017233416,0.0000063958587,0.000048576992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016649872,0.00008404113,0.000094190436,0.00005568614,0.0002585544,0.000043350134,0.00016988326,0.00003914123,0.0001792725],"category_scores_gemma":[0.00004522658,0.000052266772,0.00010282903,0.000111206406,0.00010848483,0.00011198429,0.000011331931,0.00005274341,0.00010184748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020744216,0.000019152903,0.08671205,0.000024698757,0.00006002538,0.0000033616936,0.0009155406,0.0032617904,0.000652145,0.0000027259412,0.78099906,0.12714203],"study_design_scores_gemma":[0.0002455044,0.00015925468,0.20496684,0.000018408025,0.000014386097,0.00000794533,0.0001764382,0.13433284,0.0062963557,0.00020749685,0.65344626,0.00012825467],"about_ca_topic_score_codex":0.002023222,"about_ca_topic_score_gemma":0.000017880622,"teacher_disagreement_score":0.13107105,"about_ca_system_score_codex":0.0000047868443,"about_ca_system_score_gemma":0.000016328753,"threshold_uncertainty_score":0.30585197},"labels":[],"label_agreement":null},{"id":"W4313458928","doi":"10.1190/tle42010061.1","title":"EcoSeis: A novel acquisition method for optimizing seismic resolution while minimizing environmental footprint","year":2023,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cenovus Energy (Canada); Quadrise Canada Corporation (Canada); Stantec (Canada); Alberta Environment and Protected Areas","funders":"","keywords":"Footprint; Data acquisition; Computer science; Grid; Inversion (geology); Remote sensing; Data processing; Resource (disambiguation); Oil field; Field (mathematics); Data mining; Geology; Petroleum engineering; Seismology; Database","score_opus":0.0394554376128327,"score_gpt":0.2635866968190155,"score_spread":0.22413125920618276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313458928","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21943289,0.0004942293,0.75984424,0.009168573,0.0015196241,0.0010519273,0.00026138974,0.0013885886,0.006838539],"genre_scores_gemma":[0.9240155,0.000083859515,0.071429454,0.00227311,0.00033365644,0.000016423763,0.0002589647,0.000014526907,0.0015745081],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989686,0.00007094578,0.0001785939,0.00026880598,0.00015116343,0.00036187324],"domain_scores_gemma":[0.9993015,0.00034341312,0.000081478036,0.00021063346,0.000009077269,0.00005389824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010714409,0.00012881514,0.0001377978,0.00013252546,0.0004528678,0.00006761224,0.0002454068,0.00006334816,0.00007774514],"category_scores_gemma":[0.00003068478,0.00010084761,0.00009489982,0.0001854645,0.000060620387,0.00012960345,0.00003120043,0.0001411479,0.00037083746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025606257,0.00006529318,0.0027455064,0.00011040818,0.00010746005,0.000008967189,0.006335619,0.10558569,0.04201907,0.0003148309,0.16791409,0.674537],"study_design_scores_gemma":[0.0002650453,0.00007392228,0.001702371,0.000044867018,0.000024899928,0.000020056277,0.00084818306,0.9120901,0.010395114,0.00081320235,0.07355195,0.00017023279],"about_ca_topic_score_codex":0.0003281212,"about_ca_topic_score_gemma":0.0000045922056,"teacher_disagreement_score":0.8065045,"about_ca_system_score_codex":0.000026280406,"about_ca_system_score_gemma":0.00001619697,"threshold_uncertainty_score":0.4766489},"labels":[],"label_agreement":null},{"id":"W4313485456","doi":"10.1093/gji/ggac503","title":"Integration of a Gaussian quadrature grid discretization approach with a generalized stiffness reduction method and a parallelized direct solver for 3-D frequency-domain seismic wave modelling in viscoelastic anisotropic media","year":2022,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solver; Computer science; Discretization; Grid; Computational science; Gaussian quadrature; Algorithm; Applied mathematics; Mathematics; Geometry; Mathematical analysis; Boundary value problem; Nyström method","score_opus":0.0178767409114245,"score_gpt":0.23774808644048237,"score_spread":0.21987134552905788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313485456","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34459516,0.00008732743,0.65380126,0.00059567107,0.0003445306,0.00019353964,0.000103102146,0.000019010262,0.00026037655],"genre_scores_gemma":[0.8555849,0.00003627272,0.14356025,0.00010180563,0.00022649168,0.000015521022,0.00043422915,0.0000061182855,0.000034385026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869114,0.00021046662,0.00030715624,0.00023680557,0.00039445428,0.00015995823],"domain_scores_gemma":[0.9994441,0.00010370524,0.00023036603,0.00006674716,0.00009425962,0.000060791197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035548655,0.00013191164,0.00021986561,0.00022652379,0.00017429079,0.00007133483,0.0001410355,0.000038840604,0.00009676897],"category_scores_gemma":[0.000026174988,0.0000999806,0.00006791994,0.00019225776,0.00006370534,0.00031347698,0.000015915319,0.0003168251,3.5408436e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004441186,0.0004758696,0.0026457545,0.00008161992,0.00028996222,0.000043361488,0.009464219,0.8994361,0.01313706,0.011467398,0.0014477886,0.057069637],"study_design_scores_gemma":[0.0011099137,0.00018121017,0.003743135,0.000046864072,0.000026192922,0.0001847317,0.00093054975,0.95471036,0.0002022753,0.038521517,0.00020229322,0.00014095465],"about_ca_topic_score_codex":0.0010103444,"about_ca_topic_score_gemma":0.00001686643,"teacher_disagreement_score":0.5109898,"about_ca_system_score_codex":0.000039229402,"about_ca_system_score_gemma":0.00006861877,"threshold_uncertainty_score":0.40770906},"labels":[],"label_agreement":null},{"id":"W4313558042","doi":"10.4095/331223","title":"Seismic reflection interpretation of the Carboniferous Cumberland Basin, Northern Nova Scotia","year":2023,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Horizon; Outcrop; Anticline; Structural basin; Paleontology; Geologic map; Seismology; Geomorphology","score_opus":0.040324454326881455,"score_gpt":0.28525516059239103,"score_spread":0.24493070626550958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313558042","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41765016,0.0005896235,0.0009591598,0.0009897199,0.013686877,0.00083283527,0.0002336,0.00078992173,0.5642681],"genre_scores_gemma":[0.97882444,0.00019809479,0.00006839284,0.00033483616,0.00019711687,6.7360145e-7,0.00024158474,0.000015341224,0.020119507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982284,0.000119835044,0.00041306525,0.00031993803,0.0007093693,0.00020940462],"domain_scores_gemma":[0.9988453,0.00011726312,0.0003582047,0.00038480916,0.00025229366,0.000042159678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070052897,0.00021925376,0.0003317751,0.00018457793,0.000078050485,0.00004089613,0.00031583282,0.00022568493,0.0005413468],"category_scores_gemma":[0.00018125918,0.00013594553,0.00019374894,0.00040795465,0.00011096547,0.00009287485,0.000026326887,0.00037380567,0.00026142536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036607464,0.0000077349,0.7180203,0.00019564183,0.00007698616,0.0000042629163,0.00019136147,0.0011278965,0.000008302457,3.9828157e-7,0.15240428,0.12792622],"study_design_scores_gemma":[0.00069514674,0.0009567156,0.4556237,0.0024399075,0.00068117,0.0005438329,0.00056449417,0.29687297,0.0075963265,0.0011298078,0.23120442,0.0016915478],"about_ca_topic_score_codex":0.3822085,"about_ca_topic_score_gemma":0.036909286,"teacher_disagreement_score":0.5611743,"about_ca_system_score_codex":0.00004137812,"about_ca_system_score_gemma":0.00044410003,"threshold_uncertainty_score":0.9806646},"labels":[],"label_agreement":null},{"id":"W4313705920","doi":"10.1093/gji/ggac495","title":"Qualitative and quantitative comparison of the genetic and hybrid genetic algorithm to estimate acoustic impedance from post-stack seismic data of Blackfoot field, Canada","year":2022,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic inversion; Geology; Inversion (geology); Synthetic data; Acoustic impedance; Electrical impedance; Genetic algorithm; Reservoir modeling; Algorithm; Seismology; Computer science; Geotechnical engineering; Mathematics; Mathematical optimization; Engineering; Geometry","score_opus":0.0292624163694907,"score_gpt":0.33118672538244864,"score_spread":0.30192430901295797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313705920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98322433,0.00031806546,0.011767785,0.0021720093,0.00035536327,0.00007120313,0.0020538606,0.0000038799403,0.00003350764],"genre_scores_gemma":[0.98540515,0.000017914868,0.0133906305,0.001049019,0.00004472574,5.8198236e-7,0.000057227793,0.000002558457,0.00003221451],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988499,0.00015653957,0.0002684118,0.00017298931,0.0004418294,0.00011032128],"domain_scores_gemma":[0.9989742,0.0004991828,0.00020699877,0.00013830968,0.00011106251,0.00007021953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014154255,0.000082991595,0.00016337202,0.000041586707,0.00014132036,0.000026885242,0.0004883459,0.000009337626,0.00015562226],"category_scores_gemma":[0.00012419827,0.000064199565,0.000024458528,0.00007045267,0.00009441338,0.00008490666,0.0001798624,0.00022125542,0.0000010826496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058998656,0.00022901356,0.092647254,0.000053846714,0.00059035135,0.0000912254,0.015623013,0.09075761,0.003775386,0.00010569151,0.06626756,0.7292691],"study_design_scores_gemma":[0.00018868392,0.00030596677,0.10730317,0.000026722346,0.000028580393,0.00004854101,0.0031646693,0.8845718,0.0010362121,0.002273215,0.00095382606,0.000098645505],"about_ca_topic_score_codex":0.23455796,"about_ca_topic_score_gemma":0.0056487834,"teacher_disagreement_score":0.7938142,"about_ca_system_score_codex":0.000013405831,"about_ca_system_score_gemma":0.00015890205,"threshold_uncertainty_score":0.77053916},"labels":[],"label_agreement":null},{"id":"W4315491288","doi":"10.1088/1755-1315/1124/1/012035","title":"Interpreting ultrasonic pulse velocities and elastic properties of lac du bonnet granite under compression","year":2023,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; Queen's University","funders":"","keywords":"Compressive strength; Dynamic range compression; Materials science; Elastic modulus; Shear modulus; Bulk modulus; Longitudinal wave; Rock mechanics; Shear (geology); Dynamic modulus; Compression (physics); Ultrasonic sensor; Stress (linguistics); Shear waves; Geotechnical engineering; Geology; Composite material; Acoustics; Wave propagation; Physics; Dynamic mechanical analysis; Optics","score_opus":0.01391128556043608,"score_gpt":0.18399200951033765,"score_spread":0.17008072394990156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315491288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983199,0.0003165696,0.00003784028,0.00036024654,0.000089031004,0.000082125254,0.00003251944,0.00006092341,0.0007008279],"genre_scores_gemma":[0.9980373,0.001441813,0.00016076605,0.00017756746,0.000010689541,0.000001076687,0.00001571099,0.0000023982832,0.00015270531],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990452,0.000033481334,0.00014413435,0.0002597999,0.00024780046,0.00026958768],"domain_scores_gemma":[0.999684,0.000043818636,0.00005676245,0.000097476826,0.000009153493,0.00010881667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025923003,0.00011803464,0.00013166829,0.0000973805,0.0003572158,0.00009996993,0.0001602024,0.000030378482,0.00024478117],"category_scores_gemma":[0.000034344605,0.000090192814,0.000015626318,0.00016164186,0.0020894108,0.00058620586,0.00007295777,0.000087330016,0.000019181056],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021847253,0.00003460855,0.20554572,0.00018076453,0.000018137687,0.000015048571,0.008034206,0.00061730697,0.538851,0.0004656256,0.00026487545,0.24575423],"study_design_scores_gemma":[0.0002872761,0.00042241017,0.6476813,0.00034611777,0.0000130980525,0.00008117656,0.01457218,0.062469486,0.2712038,0.0007637884,0.0017689405,0.0003904301],"about_ca_topic_score_codex":0.0009809065,"about_ca_topic_score_gemma":0.00004480168,"teacher_disagreement_score":0.4421356,"about_ca_system_score_codex":0.000003240714,"about_ca_system_score_gemma":0.000028668106,"threshold_uncertainty_score":0.7698521},"labels":[],"label_agreement":null},{"id":"W4317242210","doi":"10.1093/jge/gxac100","title":"Gas hydrate reservoir identification based on rock physics modelling and sensitive elastic parameters","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"China National Petroleum Corporation; National Natural Science Foundation of China","keywords":"Authigenic; Hydrate; Clathrate hydrate; Saturation (graph theory); Delta; Geology; Mineralogy; Chemistry; Physics; Diagenesis","score_opus":0.01511780431367676,"score_gpt":0.1919430315742735,"score_spread":0.17682522726059674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317242210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9232826,0.000031780826,0.07629353,0.00016435327,0.00013397908,0.000025769608,0.0000053632057,0.000029831175,0.000032763015],"genre_scores_gemma":[0.99841225,0.00013276536,0.0012768836,0.00008024875,0.0000739881,1.2848855e-7,0.0000066548014,0.0000039574984,0.000013126474],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995195,0.000012117908,0.00013554479,0.00008253187,0.00013679586,0.00011349814],"domain_scores_gemma":[0.9996358,0.00013365295,0.00007779963,0.000053040854,0.000041394844,0.00005829579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019159933,0.0000747999,0.00010813502,0.000095987976,0.00006079594,0.00005543159,0.00004052577,0.000020810054,0.0000011244673],"category_scores_gemma":[0.000018354274,0.000064615124,0.000031238134,0.00015870814,0.00001086534,0.00017049546,0.0000046160876,0.00013348486,0.00000698547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000120247305,0.0000023063442,0.000305291,0.000018954832,0.000008174105,0.000008799453,0.00008148961,0.99298763,0.00044884853,0.000014726407,0.00011629297,0.005995443],"study_design_scores_gemma":[0.000094381365,0.000074696254,0.003408406,0.00008018168,0.000012223048,0.000005281326,0.000051841584,0.9928044,0.0022824064,0.0010426253,0.00007197441,0.00007157776],"about_ca_topic_score_codex":0.00006693093,"about_ca_topic_score_gemma":1.875234e-7,"teacher_disagreement_score":0.07512961,"about_ca_system_score_codex":0.0000033951567,"about_ca_system_score_gemma":0.000009840012,"threshold_uncertainty_score":0.26349282},"labels":[],"label_agreement":null},{"id":"W4317641843","doi":"10.1306/11192121014","title":"A hybrid deep learning network for tight and shale reservoir characterization using pressure and rate transient data","year":2022,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Oil shale; Petroleum engineering; Transient (computer programming); Reservoir modeling; Transient analysis; Petrology; Transient response; Computer science; Paleontology; Engineering","score_opus":0.024604739550333144,"score_gpt":0.22041452492735308,"score_spread":0.19580978537701993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317641843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97695684,0.0038637617,0.012065084,0.0050589647,0.00031280975,0.0005679715,0.0005787778,0.00016005976,0.00043574866],"genre_scores_gemma":[0.99053967,0.00024252386,0.0044303634,0.0016860153,0.00013082709,0.0000048116144,0.002028258,0.0000079720985,0.0009295455],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992032,0.00013885518,0.000110841735,0.00027427546,0.0000944353,0.00017840473],"domain_scores_gemma":[0.99964577,0.00008939705,0.00005954514,0.00014440231,0.0000144481955,0.000046431316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062289304,0.00007662018,0.00009901476,0.00003258025,0.00055494165,0.00005989101,0.00014984029,0.00001621991,0.0009514388],"category_scores_gemma":[0.000030673735,0.00007398015,0.00001195639,0.000053121163,0.00003889773,0.000086194996,0.00006221282,0.00012947591,0.0000027070244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012624826,0.000092531576,0.18277425,0.0005308968,0.00022794072,0.00008258418,0.0031804007,0.057423864,0.00375007,0.00010646974,0.31209388,0.43847463],"study_design_scores_gemma":[0.00012753431,0.000062665684,0.0049906676,0.000009547378,0.000020041463,0.000019159317,0.00004313269,0.3952747,0.000048446094,0.00005556534,0.5992751,0.00007346748],"about_ca_topic_score_codex":0.00060405926,"about_ca_topic_score_gemma":0.000004474627,"teacher_disagreement_score":0.43840116,"about_ca_system_score_codex":0.0000017369623,"about_ca_system_score_gemma":0.000011981021,"threshold_uncertainty_score":0.99996185},"labels":[],"label_agreement":null},{"id":"W4317740064","doi":"10.3390/rs15030648","title":"Seismic-Q Compensation by Iterative Time-Domain Deconvolution","year":2023,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Deconvolution; Attenuation; Computer science; Wavelet; Superposition principle; Algorithm; Blind deconvolution; Frequency domain; Inverse; Noise (video); Acoustics; Optics; Physics; Mathematics; Image (mathematics); Artificial intelligence; Mathematical analysis; Computer vision","score_opus":0.01278646613021887,"score_gpt":0.22146318084709082,"score_spread":0.20867671471687196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317740064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94319725,0.00007241137,0.043796584,0.0020124656,0.00027024295,0.00013456742,0.000026017491,0.0007011536,0.009789336],"genre_scores_gemma":[0.9841983,0.000035760284,0.010994703,0.001825814,0.00008846267,2.279228e-9,0.00056133955,0.000006217439,0.0022894125],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991928,0.00010192761,0.0001357879,0.00019469933,0.00015466643,0.00022016403],"domain_scores_gemma":[0.9996485,0.00009202206,0.000056158035,0.00011353961,0.00003472739,0.000055061217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002963045,0.000094777104,0.00010673531,0.000115368486,0.00020507017,0.00005600129,0.00005595211,0.000051386367,0.00014587403],"category_scores_gemma":[0.000029171197,0.000090302674,0.000036476882,0.0002930986,0.000052878382,0.00015834566,0.000007541943,0.00009665692,0.0019227234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018333621,0.000002200832,0.00051476917,0.00000966449,0.000013398007,0.000017005139,0.00071414997,0.0016609126,0.008140346,0.0000048923557,0.20600654,0.7828978],"study_design_scores_gemma":[0.000097092736,0.000023696959,0.0006927273,0.0000320817,0.0000035956232,0.000021660639,0.00013478115,0.9556947,0.0043696873,0.002055637,0.03675823,0.00011610427],"about_ca_topic_score_codex":0.0015349148,"about_ca_topic_score_gemma":0.000008015943,"teacher_disagreement_score":0.9540338,"about_ca_system_score_codex":0.000012355536,"about_ca_system_score_gemma":0.000017925491,"threshold_uncertainty_score":0.9988544},"labels":[],"label_agreement":null},{"id":"W4317790788","doi":"10.2118/212370-ms","title":"A Catalogue of Fiber Optics Strain-Rate Fracture Driven Interactions","year":2023,"lang":"en","type":"article","venue":"SPE Hydraulic Fracturing Technology Conference and Exhibition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Strain rate; Fracture (geology); Strain (injury); Interpretation (philosophy); Geology; Field (mathematics); Computer science; Deformation (meteorology); Artificial intelligence; Materials science; Geotechnical engineering; Mathematics; Composite material","score_opus":0.018026651977762365,"score_gpt":0.23612513607281396,"score_spread":0.2180984840950516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317790788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769301,0.000094054296,0.0019230141,0.0142103,0.00020433003,0.00020449981,0.00016949627,0.00094131666,0.0053228927],"genre_scores_gemma":[0.99696076,0.00027858792,0.0013651394,0.0006123463,0.000041682324,0.000002975407,0.00051220995,0.0000052576215,0.00022103458],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991187,0.000028574887,0.000216522,0.00027467156,0.000108005595,0.0002535609],"domain_scores_gemma":[0.9994447,0.0000826944,0.00012586644,0.00022842076,0.00006379259,0.000054513228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014727347,0.0001470312,0.0001932237,0.0004692535,0.0001467467,0.000035499073,0.00016737924,0.00018439189,0.00069189706],"category_scores_gemma":[0.00006487551,0.00013289606,0.000041166262,0.0003714307,0.00027144665,0.00025993885,0.000034994802,0.00035496164,0.0002409603],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120693745,0.00011853858,0.033134207,0.00030931042,0.00019319898,0.00021360505,0.002322448,0.0072195097,0.0135350805,0.002629934,0.04464153,0.89556193],"study_design_scores_gemma":[0.0014301796,0.00085760275,0.14871173,0.0010593701,0.0001610835,0.0003231367,0.004681185,0.2303085,0.21894324,0.2153963,0.17660138,0.0015262802],"about_ca_topic_score_codex":0.00090966537,"about_ca_topic_score_gemma":0.00010792651,"teacher_disagreement_score":0.89403564,"about_ca_system_score_codex":0.000005545332,"about_ca_system_score_gemma":0.00003645764,"threshold_uncertainty_score":0.75757873},"labels":[],"label_agreement":null},{"id":"W4317886413","doi":"10.9734/bpi/npgees/v2/17789d","title":"Illustrated Workflow for Automatic Data Reduction and Quantification of X-ray Computed Tomography Images of Sedimentary Cores","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Geological Survey of Canada","funders":"","keywords":"Geology; Histogram; Tomography; Mineralogy; Core (optical fiber); Physics; Optics; Artificial intelligence; Image (mathematics); Computer science","score_opus":0.05448401689168589,"score_gpt":0.25276052297349305,"score_spread":0.19827650608180716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317886413","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053637214,0.042511135,0.19095278,0.016694406,0.024245815,0.03086593,0.10937607,0.015313916,0.5164027],"genre_scores_gemma":[0.5582768,0.0035229172,0.21594943,0.00061357516,0.00046315856,0.000008931305,0.08196375,0.00009950376,0.13910197],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901223,0.000016791066,0.00037674306,0.0003148582,0.00017822091,0.000101172765],"domain_scores_gemma":[0.9990321,0.0001506125,0.00030050674,0.00038293423,0.000096783864,0.00003708906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026113947,0.00015079895,0.00028037795,0.0003026533,0.000053361517,0.000018797728,0.00024910233,0.0001169561,0.00030817572],"category_scores_gemma":[0.000012620301,0.00012857618,0.000052841107,0.00008875414,0.00026102376,0.00015826373,0.000024150298,0.00008560653,0.0000060633697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118317235,0.000034677665,0.0014212598,0.0012858389,0.00042673745,0.0000024214123,0.00016564225,0.0003149355,0.0008189313,0.0012635379,0.4768017,0.517346],"study_design_scores_gemma":[0.0009721373,0.00096774864,0.013787028,0.002317214,0.00070501474,0.000026079828,0.000707879,0.9051874,0.0154952435,0.03332372,0.025394393,0.0011161258],"about_ca_topic_score_codex":0.0015511083,"about_ca_topic_score_gemma":0.000013352896,"teacher_disagreement_score":0.9048725,"about_ca_system_score_codex":0.000001599993,"about_ca_system_score_gemma":0.000031925065,"threshold_uncertainty_score":0.52431846},"labels":[],"label_agreement":null},{"id":"W4319602587","doi":"10.3389/feart.2023.1082435","title":"Attenuating coherent environmental noise in seismic data via the U-net method","year":2023,"lang":"en","type":"article","venue":"Frontiers in Earth Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Houston","keywords":"Mean squared error; Computer science; Noise reduction; Noise (video); Artificial neural network; Automatic gain control; Algorithm; Artificial intelligence; Statistics; Mathematics; Telecommunications; Bandwidth (computing)","score_opus":0.02272715179918425,"score_gpt":0.2543747574999778,"score_spread":0.23164760570079354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319602587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93198246,0.0006749067,0.056941222,0.003205442,0.0026060033,0.0006786287,0.00018900055,0.00024456045,0.0034777839],"genre_scores_gemma":[0.9636708,0.00011450334,0.03447039,0.0013045194,0.000036659752,0.0000021896242,0.00009029841,0.0000033512595,0.0003073143],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99815905,0.00012274504,0.00022355912,0.00051514915,0.0004885299,0.0004909647],"domain_scores_gemma":[0.9991727,0.00010341519,0.00006577873,0.0005774445,0.000005358762,0.00007530824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030622475,0.000114221446,0.00013781757,0.00033276874,0.0002505373,0.00008152405,0.0013879648,0.00003426751,0.00015765369],"category_scores_gemma":[0.00009372581,0.000083693725,0.00001976132,0.001295723,0.0005410968,0.0005981596,0.00016154947,0.0002502796,0.00014906669],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006755411,0.0000080977525,0.5643302,0.000002908849,0.0000015486745,0.000014127136,0.00044542213,0.005766263,0.00030371122,0.0000010336817,0.017466323,0.4116536],"study_design_scores_gemma":[0.00010573866,0.00001714537,0.22255422,0.000015207364,0.0000016865425,0.000005396773,0.0008382955,0.76544034,0.00047905094,0.00041852277,0.010026379,0.00009803666],"about_ca_topic_score_codex":0.002702921,"about_ca_topic_score_gemma":0.000111393354,"teacher_disagreement_score":0.7596741,"about_ca_system_score_codex":0.000014337993,"about_ca_system_score_gemma":0.00007290081,"threshold_uncertainty_score":0.40860257},"labels":[],"label_agreement":null},{"id":"W4320024022","doi":"10.1093/gji/ggac502","title":"Adjoint <i>Q</i> tomography with central-frequency measurements in viscoelastic medium","year":2022,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Institute of Geodesy and Geophysics, Chinese Academy of Sciences; Center for Africana Studies, Johns Hopkins University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Tomography; Viscoelasticity; Seismic tomography; Inverse problem; Amplitude; Inversion (geology); Adjoint equation; Sensitivity (control systems); Waveform; Attenuation; Mathematical analysis; Geology; Standard linear solid model; Algorithm; Mathematics; Computer science; Physics; Seismology; Tectonics; Optics","score_opus":0.013624407516482898,"score_gpt":0.2087732275646748,"score_spread":0.19514882004819192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320024022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658007,0.00022475811,0.0021020763,0.0073679443,0.003067969,0.00019261395,0.00009590625,0.000100945734,0.021047086],"genre_scores_gemma":[0.9966186,0.0000133737485,0.0010360596,0.0019239625,0.0002420403,0.0000025244476,0.000046687,0.0000037881916,0.00011295865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832106,0.0000967518,0.00021866019,0.00017166401,0.00091489416,0.00027697792],"domain_scores_gemma":[0.99958926,0.0000419644,0.00010619883,0.00007647006,0.00006554564,0.000120556324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025953533,0.00010607113,0.00011433061,0.0002212872,0.00018543041,0.000075899276,0.00040055194,0.000014940846,0.003987803],"category_scores_gemma":[0.000020592517,0.00008365548,0.00007561544,0.00025078809,0.000059665606,0.00026079436,0.000026530533,0.00049298786,0.000040091134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002908944,0.00031305486,0.93878335,0.000005888763,0.0001212621,0.00027115902,0.0003973065,0.0074242186,0.00058390567,0.0002279762,0.018909743,0.032671254],"study_design_scores_gemma":[0.0018042023,0.0010044117,0.9275947,0.00011255559,0.00002966462,0.0008748536,0.00051420636,0.01988954,0.00094177085,0.017246764,0.029482635,0.0005046671],"about_ca_topic_score_codex":0.0011053903,"about_ca_topic_score_gemma":0.00004045489,"teacher_disagreement_score":0.03216659,"about_ca_system_score_codex":0.000042434014,"about_ca_system_score_gemma":0.000089200505,"threshold_uncertainty_score":0.9969227},"labels":[],"label_agreement":null},{"id":"W4321327328","doi":"10.1029/2022jb025964","title":"Implicit Seismic Full Waveform Inversion With Deep Neural Representation","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Ocean University of China; China Postdoctoral Science Foundation","keywords":"Initialization; Inversion (geology); Inference; Computer science; Algorithm; Inverse problem; Geophysical imaging; Seismic inversion; Deep learning; Bayesian inference; Waveform; Artificial neural network; Bayesian probability; Artificial intelligence; Geology; Geophysics; Seismology; Mathematics; Data assimilation; Meteorology; Telecommunications","score_opus":0.04148452149159892,"score_gpt":0.3250095647305852,"score_spread":0.28352504323898625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321327328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945115,0.000030723695,0.00037789103,0.0024512324,0.00014711605,0.00013189197,0.0000057027446,0.000065779655,0.002278188],"genre_scores_gemma":[0.9980938,0.00015671538,0.00039481415,0.0003891538,0.0003729206,6.311089e-7,0.000025742958,0.0000070637366,0.0005591451],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973378,0.00022181914,0.00030771602,0.00021194965,0.0013432623,0.00057745376],"domain_scores_gemma":[0.998476,0.00041392515,0.00015402777,0.00021665756,0.00043360607,0.00030578187],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010494957,0.00012477885,0.0002635233,0.0005151599,0.00028835871,0.000119315155,0.0003672973,0.000058106754,0.000294384],"category_scores_gemma":[0.0002104843,0.000082802304,0.00012389515,0.0012536815,0.00022594612,0.0006350829,0.000044798835,0.0007606035,0.00078983314],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002259151,0.00014597725,0.03944384,0.00009777174,0.00014411026,0.0010302817,0.0015772062,0.015524889,0.0066609276,0.00008932153,0.0589196,0.87410694],"study_design_scores_gemma":[0.0006854745,0.0026439405,0.13155149,0.000078394456,0.000014993003,0.00015708571,0.0011778206,0.84602773,0.006316269,0.0045866705,0.0065721706,0.00018794496],"about_ca_topic_score_codex":0.0020621845,"about_ca_topic_score_gemma":0.000039906194,"teacher_disagreement_score":0.87391895,"about_ca_system_score_codex":0.000013277867,"about_ca_system_score_gemma":0.00011308924,"threshold_uncertainty_score":0.99998814},"labels":[],"label_agreement":null},{"id":"W4321444310","doi":"10.1029/2022jb024813","title":"Recovery of the Alberta Basin Sedimentary Structures in Southern‐Central Alberta Using Nonlinear Inversions of Receiver Functions","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; University of Alberta","funders":"","keywords":"Geology; Sedimentary rock; Seismology; Sedimentary basin; Structural basin; Inversion (geology); Geomorphology; Paleontology","score_opus":0.037740540336815724,"score_gpt":0.29900651078115276,"score_spread":0.261265970444337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321444310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754417,0.000032968175,0.000008584373,0.0011721655,0.0002962195,0.00011826887,0.000072610106,0.0000045761176,0.00075044826],"genre_scores_gemma":[0.9975054,0.000091539085,0.00045625653,0.00020101864,0.0001885984,1.8938432e-7,0.000014158545,0.000005989527,0.0015368385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977553,0.00039430681,0.0004355233,0.00014593154,0.0008499558,0.00041902077],"domain_scores_gemma":[0.99820536,0.0009982794,0.00022046642,0.00022244472,0.00020867492,0.00014474327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073997956,0.000104996536,0.00029734464,0.0004026094,0.00015013492,0.000021691496,0.00041105543,0.00006827627,0.0006607053],"category_scores_gemma":[0.0005750203,0.00006896366,0.00021922964,0.0011614875,0.0003543521,0.00025035848,0.0000700172,0.00066772127,0.000044055098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026088306,0.0006685235,0.7503124,0.00030180984,0.00054753583,0.00009546486,0.010821396,0.052554805,0.020140922,0.000104709725,0.10200448,0.05983916],"study_design_scores_gemma":[0.0019139937,0.0016364743,0.7118534,0.0010531672,0.000095982454,0.00006037254,0.010514868,0.21431994,0.030925915,0.008584972,0.018601399,0.00043949872],"about_ca_topic_score_codex":0.106017075,"about_ca_topic_score_gemma":0.0017503412,"teacher_disagreement_score":0.16176514,"about_ca_system_score_codex":0.000016185459,"about_ca_system_score_gemma":0.0003468626,"threshold_uncertainty_score":0.899936},"labels":[],"label_agreement":null},{"id":"W4321611478","doi":"10.1190/geo2022-0427.1","title":"Macroscopic mechanical properties of fluid-saturated sandstone at variable temperatures","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Materials science; Biot number; Mesoscopic physics; Porosity; Volume viscosity; Viscosity; Rheology; Bulk modulus; Elastic modulus; Mechanics; Attenuation; Geology; Mineralogy; Composite material; Physics","score_opus":0.015244102308798115,"score_gpt":0.20601285731707775,"score_spread":0.19076875500827964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321611478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975535,0.00023266271,0.000020100004,0.00018254109,0.00031235846,0.00009913394,0.000051766765,0.0002805926,0.0012673354],"genre_scores_gemma":[0.9962228,0.0000745746,0.00044701013,0.00053846947,0.00006150988,0.0000013906582,0.00012941932,0.0000044977055,0.0025203174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991986,0.000036893212,0.00014981833,0.00018067667,0.00019982457,0.00023419189],"domain_scores_gemma":[0.99963164,0.000032125132,0.00004637097,0.00018854404,0.000051912917,0.000049397637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013300384,0.000104630046,0.00016428705,0.00005422879,0.00014413161,0.000025406544,0.00016470924,0.00005436926,0.00030126714],"category_scores_gemma":[0.00002227759,0.000078022036,0.00004123863,0.00046514123,0.000081312595,0.0001116054,0.00003186265,0.000101736776,0.00038226627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015854118,0.000041702147,0.0064865937,0.00020907422,0.00006308721,0.000019354975,0.0006231721,0.0004694949,0.8681983,0.0008910712,0.11406457,0.008775088],"study_design_scores_gemma":[0.00031810615,0.00016253292,0.0072289915,0.000119317534,0.000022523396,0.000008246893,0.00019625996,0.0273268,0.9473646,0.0037475803,0.013230279,0.000274734],"about_ca_topic_score_codex":0.0023723517,"about_ca_topic_score_gemma":0.000009257368,"teacher_disagreement_score":0.10083429,"about_ca_system_score_codex":0.000004442713,"about_ca_system_score_gemma":0.00004259629,"threshold_uncertainty_score":0.4913387},"labels":[],"label_agreement":null},{"id":"W4322010125","doi":"10.5194/egusphere-egu23-8679","title":"Is Hamiltonian Monte Carlo (HMC) really worth it? An alternative exploration of hyper-parameter tuning in a time-lapse seismic scenario","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Markov chain Monte Carlo; Monte Carlo method; Hybrid Monte Carlo; Uncertainty quantification; Computer science; Solver; Algorithm; Mathematical optimization; Computation; Bayesian probability; Importance sampling; Applied mathematics; Mathematics; Statistics; Artificial intelligence; Machine learning","score_opus":0.06658145859074557,"score_gpt":0.2749237373423301,"score_spread":0.20834227875158454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322010125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98615724,0.0001205344,0.0027323132,0.0033307709,0.0005268963,0.0007264401,0.00024265115,0.0004685225,0.005694629],"genre_scores_gemma":[0.9793399,0.0004092268,0.008845327,0.0043289196,0.00009160323,0.000012239868,0.00048904394,0.00002401518,0.0064597134],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997465,0.00023213323,0.0006220611,0.0007615867,0.0005366006,0.00038261825],"domain_scores_gemma":[0.9986406,0.00014867986,0.0003231205,0.0006210071,0.0001254813,0.00014111093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077875226,0.0003542539,0.0005195503,0.00064485375,0.00007937331,0.00015498498,0.0007101112,0.00026437792,0.000567865],"category_scores_gemma":[0.000069636626,0.0003204449,0.00013991992,0.00031235174,0.00012885896,0.00071140396,0.00014310256,0.000673837,0.00023898693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005264036,0.0002890562,0.38835025,0.0004620462,0.00031896302,0.00023850736,0.045626726,0.26154444,0.0002352134,0.000018529023,0.09701742,0.20537245],"study_design_scores_gemma":[0.00026098662,0.00019763278,0.009473285,0.0005156753,0.000027488004,0.000003920638,0.0009373456,0.9813514,0.0011898963,0.0029915196,0.002592051,0.00045883495],"about_ca_topic_score_codex":0.1637079,"about_ca_topic_score_gemma":0.004333395,"teacher_disagreement_score":0.7198069,"about_ca_system_score_codex":0.00003300771,"about_ca_system_score_gemma":0.00019317436,"threshold_uncertainty_score":0.9999248},"labels":[],"label_agreement":null},{"id":"W4322010554","doi":"10.5194/egusphere-egu23-12655","title":"Seismic Imaging of Heterogeneous Lithosphere Beneath the Unusually Broad Turkana Depression, East Africa","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geology; Rift; Lithosphere; East African Rift; Magmatism; Crust; Mantle (geology); Asthenosphere; Seismology; Paleontology; Tectonics","score_opus":0.025389978036047655,"score_gpt":0.23080704951630393,"score_spread":0.20541707148025629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322010554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7350358,0.030362852,0.033912532,0.016864154,0.007772959,0.0031624462,0.0020974427,0.005735134,0.16505672],"genre_scores_gemma":[0.991988,0.00040978918,0.002153122,0.001057894,0.00013821009,0.000006065033,0.00019115282,0.000021403202,0.0040343436],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976586,0.00016523644,0.00050978176,0.000668056,0.0005314773,0.00046685725],"domain_scores_gemma":[0.9983344,0.00018251466,0.00031401985,0.00090699486,0.00012958448,0.00013245722],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053286727,0.00037776656,0.00041217383,0.00013219239,0.00023106603,0.00014598707,0.0011766354,0.00016013237,0.0010913739],"category_scores_gemma":[0.000065048625,0.00023915771,0.00026847882,0.00025104705,0.00022134681,0.000098430835,0.00034536555,0.0006207318,0.00020355625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007876651,0.00005482565,0.2987079,0.00033392623,0.00021946605,0.00009486009,0.0021235577,0.08642631,0.00003494946,0.000022707107,0.27014807,0.34175465],"study_design_scores_gemma":[0.00028536163,0.000081252096,0.047213532,0.00073337386,0.00016160012,0.00010731713,0.0013143534,0.8886305,0.0050055603,0.012278681,0.043175943,0.0010125187],"about_ca_topic_score_codex":0.025746783,"about_ca_topic_score_gemma":0.00013460543,"teacher_disagreement_score":0.8022042,"about_ca_system_score_codex":0.000010743389,"about_ca_system_score_gemma":0.00016008492,"threshold_uncertainty_score":0.9998218},"labels":[],"label_agreement":null},{"id":"W4322020175","doi":"10.5194/egusphere-egu23-16782","title":"A Preliminary Green Function Database for Global 3-D Centroid Moment Tensor Inversions","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Seismogram; Computation; Centroid; Algorithm; Computer science; Inversion (geology); Geology; Seismology","score_opus":0.04733634474440314,"score_gpt":0.2597449711750234,"score_spread":0.21240862643062025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322020175","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11101923,0.0039175586,0.6102537,0.09353138,0.032235306,0.015819082,0.055603713,0.014993784,0.06262628],"genre_scores_gemma":[0.60632926,0.0026536437,0.12564531,0.047258213,0.0036519002,0.00021517485,0.09658139,0.00012378098,0.117541336],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99826396,0.00005651028,0.0002866422,0.00065699057,0.0003262813,0.0004095913],"domain_scores_gemma":[0.9989679,0.00010656743,0.0001325428,0.00051662384,0.000087332766,0.00018902073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032921534,0.0002716011,0.00025423698,0.00013395901,0.00022054283,0.000076562086,0.00040426213,0.00019530131,0.0009735408],"category_scores_gemma":[0.00004752377,0.00022913872,0.00019263798,0.0001608981,0.00007461852,0.00014701193,0.00021824372,0.00026869273,0.00048760587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034964216,0.000035966805,0.02233893,0.0002575831,0.000081712504,0.000012083096,0.00004682965,0.0012049591,0.0000047818744,0.00018648645,0.93140244,0.044078607],"study_design_scores_gemma":[0.00086870446,0.00086901744,0.033762675,0.00034652927,0.00030328002,0.000017040671,0.00071001425,0.5133398,0.0001950527,0.026977612,0.42168924,0.000921021],"about_ca_topic_score_codex":0.024372257,"about_ca_topic_score_gemma":0.00019689027,"teacher_disagreement_score":0.51213485,"about_ca_system_score_codex":0.000034938777,"about_ca_system_score_gemma":0.00014182492,"threshold_uncertainty_score":0.9999397},"labels":[],"label_agreement":null},{"id":"W4322621717","doi":"10.1111/1365-2478.13340","title":"Diffraction denoising using self‐supervised learning","year":2023,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tetra Tech (Canada)","funders":"","keywords":"Autoencoder; Diffraction; Geology; Workflow; Computer science; Reflection (computer programming); Artificial intelligence; Economic geology; Regional geology; Pattern recognition (psychology); Seismology; Deep learning; Optics; Physics","score_opus":0.019216136941556095,"score_gpt":0.23948677734518645,"score_spread":0.22027064040363034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322621717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99426013,0.000022256461,0.00060518447,0.00014850915,0.00026616073,0.00010069311,0.0000013467308,0.0015838572,0.0030118567],"genre_scores_gemma":[0.9965983,0.000009282262,0.0025466792,0.00017536287,0.00037294126,6.077761e-7,0.000022377515,0.000008296539,0.00026616198],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888605,0.000058960177,0.00015539894,0.000284645,0.00024113223,0.00037383774],"domain_scores_gemma":[0.99957883,0.00013326302,0.00007134373,0.000109914065,0.000034561508,0.00007208614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002813384,0.000120661956,0.00013988609,0.00011128146,0.0006185932,0.00010979177,0.00010759191,0.000048096754,0.00014691123],"category_scores_gemma":[0.00009966936,0.00011197314,0.000069557595,0.00060984865,0.000032206575,0.0003442632,0.000023337661,0.00033802917,0.00070069253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032659595,0.0000514881,0.60336417,0.00008608656,0.00004632712,0.00006175429,0.0021969248,0.0119334245,0.016624136,0.00013084189,0.0010862118,0.36438596],"study_design_scores_gemma":[0.00012761183,0.00005443319,0.094498225,0.000035329966,0.0000131366205,0.000011518205,0.0005716394,0.8990865,0.0024595144,0.0017977973,0.0011547471,0.00018954989],"about_ca_topic_score_codex":0.0031003447,"about_ca_topic_score_gemma":0.000004451927,"teacher_disagreement_score":0.8871531,"about_ca_system_score_codex":0.000016579837,"about_ca_system_score_gemma":0.00002078396,"threshold_uncertainty_score":0.9006219},"labels":[],"label_agreement":null},{"id":"W4323041834","doi":"10.1190/geo2022-0541.1","title":"Estimating two groups of fracture weaknesses using azimuthal differences in partially incidence-angle-stacked seismic amplitudes","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Geology; Seismology; Azimuth; Fracture (geology); Reflection coefficient; Amplitude; Outcrop; Borehole; Seismic inversion; Reflection (computer programming); Nonlinear system; Anisotropy; Geometry; Mathematics; Geotechnical engineering; Computer science; Physics; Optics","score_opus":0.033560488763103864,"score_gpt":0.2653288828534023,"score_spread":0.23176839409029842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323041834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917948,0.000066809,0.0072014676,0.00015845902,0.00027792115,0.000115533825,0.00003576352,0.00017351576,0.00017568877],"genre_scores_gemma":[0.9954122,0.000015971083,0.0039416943,0.0003840559,0.00013962455,0.0000015208071,0.000069046924,0.0000062691583,0.000029638713],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986509,0.0000810406,0.00031162397,0.00027546918,0.00032102093,0.00035992797],"domain_scores_gemma":[0.9992598,0.0002534441,0.0001710765,0.00020383653,0.000052749194,0.00005908155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028524734,0.00017300282,0.00030065383,0.00016043894,0.0001286187,0.00005752418,0.00028455956,0.00006134869,0.00012206538],"category_scores_gemma":[0.00007591438,0.00014853192,0.000066337125,0.0006954064,0.00014444791,0.00035418468,0.000036986203,0.00019566888,0.00006428791],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032481432,0.000039080893,0.88678,0.00013712094,0.0000232139,0.000040306684,0.0019041343,0.06732678,0.0006978619,0.00008844856,0.00053602405,0.042394523],"study_design_scores_gemma":[0.00019291771,0.000059666,0.24389446,0.00016325674,0.000013851449,0.000004406566,0.0005333854,0.73160535,0.0015203095,0.021661669,0.00013132559,0.00021939912],"about_ca_topic_score_codex":0.015444158,"about_ca_topic_score_gemma":0.00020459994,"teacher_disagreement_score":0.66427857,"about_ca_system_score_codex":0.000007737939,"about_ca_system_score_gemma":0.00008475919,"threshold_uncertainty_score":0.9911121},"labels":[],"label_agreement":null},{"id":"W4323066022","doi":"10.3233/asy-231852","title":"Error estimates for Gaussian beams at a fold caustic","year":2023,"lang":"en","type":"article","venue":"Asymptotic Analysis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Caustic (mathematics); Pointwise; Helmholtz equation; Gaussian; Beam (structure); Gaussian beam; Mathematics; Mathematical analysis; Physics; Optics; Quantum mechanics","score_opus":0.020772505123099704,"score_gpt":0.25723116048950173,"score_spread":0.23645865536640204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323066022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9054625,0.0009079876,0.06464327,0.0075699487,0.000881076,0.0009426166,0.00076085964,0.0029142704,0.01591749],"genre_scores_gemma":[0.9913811,0.000024013523,0.0033875718,0.0006715927,0.00004918289,0.000006239102,0.0010140078,0.00000608692,0.0034601965],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988445,0.00002543173,0.00020954748,0.00032335444,0.00021154528,0.0003856455],"domain_scores_gemma":[0.9991528,0.00035274142,0.000075071555,0.00026087256,0.000033129607,0.00012541415],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031662086,0.00014429269,0.00028197642,0.00045508787,0.0002860168,0.000049984337,0.00020395961,0.00006691754,0.0017956292],"category_scores_gemma":[0.00011507022,0.00011744456,0.00024248273,0.0014040268,0.00006175675,0.00010135845,0.0000186886,0.00006158226,0.0009563913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004790052,0.00002285614,0.8185359,0.00006894733,0.0016450357,0.000032320033,0.0003546928,0.04001937,0.000042334115,0.0001284178,0.11012571,0.028976498],"study_design_scores_gemma":[0.00014473125,0.00007007661,0.100422494,0.000009989025,0.001308193,0.0000034043014,0.00016823327,0.8897781,0.00031631478,0.0011325671,0.00644458,0.00020135473],"about_ca_topic_score_codex":0.0026970033,"about_ca_topic_score_gemma":0.00026297485,"teacher_disagreement_score":0.8497587,"about_ca_system_score_codex":0.000011957226,"about_ca_system_score_gemma":0.000021101327,"threshold_uncertainty_score":0.9998215},"labels":[],"label_agreement":null},{"id":"W4323536300","doi":"10.1016/j.chemosphere.2023.138345","title":"Break-up and mobilization of DNAPL by acoustic excitation: Experimental evidence and pore network modeling","year":2023,"lang":"en","type":"article","venue":"Chemosphere","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canada First Research Excellence Fund","keywords":"Saturation (graph theory); Porous medium; Breakup; Mechanics; Soil science; Work (physics); Chemistry; Porosity; Biological system; Materials science; Geotechnical engineering; Environmental science; Geology; Physics; Thermodynamics","score_opus":0.025473916255191555,"score_gpt":0.24414405804306502,"score_spread":0.21867014178787347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323536300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98919594,0.0060964013,0.0039245994,0.00016140834,0.00009986251,0.00008992401,0.000007522557,0.000104684324,0.0003196518],"genre_scores_gemma":[0.99794996,0.00057721004,0.0007853308,0.00020377859,0.000028901562,0.0000012032713,0.00006860947,0.0000030280924,0.00038197715],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994928,0.000015501502,0.00011299501,0.00016000043,0.00010363011,0.00011506439],"domain_scores_gemma":[0.99975264,0.00006590376,0.000037342397,0.0000744342,0.00002457943,0.000045078108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013351112,0.00006944417,0.00008818406,0.000008464267,0.000081916645,0.000024256837,0.000053797892,0.000039392522,0.00020047397],"category_scores_gemma":[0.000027639435,0.000063648586,0.000011887671,0.00016607493,0.00006740588,0.0001970526,0.0000133934855,0.00004128882,0.000005604264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017222021,0.00004408753,0.22441858,0.00058714394,0.000050329214,0.000016231743,0.0055934587,0.11301662,0.015245295,0.000068632966,0.38872007,0.25206736],"study_design_scores_gemma":[0.000113789996,0.000052701675,0.001341774,0.00011733103,0.00000739567,0.0000070839255,0.0017927793,0.9907707,0.0048332266,0.00044419884,0.00042280307,0.00009621687],"about_ca_topic_score_codex":0.00039269557,"about_ca_topic_score_gemma":0.000005607647,"teacher_disagreement_score":0.8777541,"about_ca_system_score_codex":0.0000023708014,"about_ca_system_score_gemma":0.000011876825,"threshold_uncertainty_score":0.2595514},"labels":[],"label_agreement":null},{"id":"W4323655404","doi":"10.2118/212737-ms","title":"An Integrated Geology-Engineering Approach to Duvernay Shale Gas Development: From Geological Modeling to Reservoir Simulation","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Petrophysics; Geomechanics; Hydraulic fracturing; Petroleum engineering; Petrology; Well logging; Oil shale; Poromechanics; Drilling; Tectonics; Reservoir simulation; Petroleum reservoir; Geotechnical engineering; Engineering geology; Microseism; Permeability (electromagnetism); Unconventional oil; Volcanism; Porosity; Seismology; Porous medium; Engineering","score_opus":0.042976852037143125,"score_gpt":0.24297036254935103,"score_spread":0.1999935105122079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323655404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7269059,0.0000066703988,0.27026507,0.00025643656,0.00008949827,0.00012349528,0.000008050374,0.0007528115,0.0015921093],"genre_scores_gemma":[0.89915866,0.0000023185576,0.09878002,0.001163631,0.000043785447,0.0000034809998,0.00049067993,0.000004536642,0.00035286642],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988912,0.000040402283,0.0001987796,0.00036679592,0.0001855663,0.00031727203],"domain_scores_gemma":[0.9994701,0.00008435859,0.000016258575,0.00018158303,0.000050125953,0.00019753966],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035412304,0.00013109022,0.000139258,0.00022710442,0.00013080292,0.000054182383,0.00029207207,0.000089003974,0.00059361133],"category_scores_gemma":[0.00011247677,0.000103999606,0.000022182683,0.0005094858,0.000011333395,0.0001923403,0.000034845052,0.0001427704,0.0008540393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018605022,0.000007380714,0.016082847,0.0000021496298,0.000004993801,0.0000028580566,0.00042383152,0.97087926,0.000055679993,0.000008449404,0.0015062239,0.011007732],"study_design_scores_gemma":[0.00006147459,0.00004468485,0.012631549,0.000010078506,0.0000018429347,8.985311e-7,0.00031362797,0.9794796,0.00033786937,0.0001566594,0.0067966743,0.00016501233],"about_ca_topic_score_codex":0.0077155665,"about_ca_topic_score_gemma":0.00007329521,"teacher_disagreement_score":0.17225282,"about_ca_system_score_codex":0.000010978011,"about_ca_system_score_gemma":0.000026764028,"threshold_uncertainty_score":0.9999239},"labels":[],"label_agreement":null},{"id":"W4323928869","doi":"10.1093/gji/ggad100","title":"Mapping faults in the laboratory with seismic scattering 2: the modelling perspective","year":2023,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"New Brunswick Innovation Foundation","keywords":"Classification of discontinuities; Isotropy; Geology; Acoustic emission; Seismology; Deformation (meteorology); Acoustics; Mechanics; Computational physics; Geophysics; Physics; Optics; Mathematics; Mathematical analysis","score_opus":0.017930001963152073,"score_gpt":0.23516604896995114,"score_spread":0.21723604700679905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323928869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962063,0.000043897027,0.006593149,0.02652477,0.00034819337,0.00007603346,0.000019087824,0.00005751646,0.0042743594],"genre_scores_gemma":[0.9959755,0.00004166833,0.00022959977,0.0032267973,0.00039914256,0.0000012640824,0.0000089099685,0.000002704628,0.0001144146],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999111,0.00008200913,0.00012152159,0.000119063,0.00038940363,0.00017702488],"domain_scores_gemma":[0.9995693,0.00016381196,0.00006113733,0.00008188105,0.00009445769,0.000029399907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044314668,0.000077115285,0.00006555528,0.00012344548,0.00021534752,0.00012828546,0.0004416252,0.00001771659,0.00007845502],"category_scores_gemma":[0.000017900611,0.000038733284,0.00004181191,0.00037269597,0.00008517541,0.0002437947,0.0000140599395,0.0004088796,0.00015668923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022794203,0.00010547989,0.061527647,0.000012941049,0.00022214356,0.00066801405,0.029083755,0.81320095,0.00026817186,0.0022901576,0.03965559,0.052737202],"study_design_scores_gemma":[0.00018232116,0.0000403173,0.048562244,0.000061687635,0.0000036339425,0.000113903494,0.009628299,0.9224341,0.00005593844,0.009346798,0.009469108,0.00010163341],"about_ca_topic_score_codex":0.0011637511,"about_ca_topic_score_gemma":0.000012829401,"teacher_disagreement_score":0.109233156,"about_ca_system_score_codex":0.000017429482,"about_ca_system_score_gemma":0.000037953356,"threshold_uncertainty_score":0.20139754},"labels":[],"label_agreement":null},{"id":"W4324380627","doi":"10.31905/4ggvbfbe","title":"The southern East African Rift System (EARS) relocated earthquake catalogue and ground-motion database","year":2023,"lang":"en","type":"dataset","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"East African Rift; Ground motion; Seismology; Geology; Rift; Motion (physics); Database; Tectonics; Computer science; Artificial intelligence","score_opus":0.017575277413307673,"score_gpt":0.20610862434049906,"score_spread":0.1885333469271914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324380627","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029192783,0.00035181516,0.000054551918,0.0005821383,0.0007143731,0.00027995734,0.9968525,0.00049289456,0.00037985304],"genre_scores_gemma":[0.0053380616,0.00039185482,0.00005315336,0.0003144487,0.00016052111,0.0000044232756,0.9924771,0.000010508573,0.0012499377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981396,0.0002091261,0.0003292545,0.0005122089,0.00040148848,0.00040828585],"domain_scores_gemma":[0.99865574,0.00022618816,0.00017892478,0.0007278816,0.00005487164,0.00015636846],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009410336,0.0002941799,0.00026426002,0.00017005013,0.0006410541,0.0003107853,0.0005423876,0.00018524234,0.00012625287],"category_scores_gemma":[0.00007358655,0.00018683802,0.000060399492,0.00033380435,0.0002654924,0.00015485146,0.0000737363,0.00043762647,0.0060587325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001562376,0.000004069655,0.000108487664,0.00009087976,0.000022439435,0.000028861381,0.000040720155,0.000002645726,1.6764915e-7,0.000008646853,0.9886952,0.010982266],"study_design_scores_gemma":[0.000113921924,0.000052141793,0.0007519822,0.00013013212,0.000047289726,0.000060841394,0.00371035,0.004219874,0.0000030097272,0.000022249571,0.9906066,0.00028160223],"about_ca_topic_score_codex":0.24698034,"about_ca_topic_score_gemma":0.016912758,"teacher_disagreement_score":0.23006758,"about_ca_system_score_codex":0.00001031085,"about_ca_system_score_gemma":0.00006566492,"threshold_uncertainty_score":0.99471515},"labels":[],"label_agreement":null},{"id":"W4324393734","doi":"10.1117/12.2658972","title":"Structured waves: recent SQOgroup progress","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","score_opus":0.019277910594643465,"score_gpt":0.23850506499091806,"score_spread":0.2192271543962746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324393734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73634064,0.0009327399,0.00043288383,0.01937063,0.0025348128,0.0006537426,0.00009440262,0.0066813687,0.23295881],"genre_scores_gemma":[0.9893424,0.0003369022,0.003564364,0.002698331,0.000089642366,0.0000011242585,0.00021228401,0.0000035211497,0.0037514511],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993406,0.000023644487,0.00009398718,0.00015918662,0.00016461853,0.00021797331],"domain_scores_gemma":[0.999728,0.000026116257,0.000021561253,0.00013529857,0.000021490694,0.000067522524],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015017632,0.000071309805,0.00007077455,0.00009335951,0.00009119252,0.000043407916,0.00014550246,0.00003547889,0.0060556433],"category_scores_gemma":[0.000015549815,0.000050401217,0.000026034362,0.0003818782,0.00006501867,0.000102330334,0.000009423844,0.00006741764,0.0011412794],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006083315,0.0000021602873,0.05919325,0.000005230145,0.000004692541,0.0000090381,0.00007961526,0.000013254428,0.000009735134,0.00007883779,0.23541431,0.7051838],"study_design_scores_gemma":[0.00016469884,0.00008494845,0.14134082,0.000011911716,0.000005043976,0.000011722055,0.00046086655,0.043323047,0.0035692474,0.005525136,0.8052928,0.00020978315],"about_ca_topic_score_codex":0.0004991888,"about_ca_topic_score_gemma":0.000022435903,"teacher_disagreement_score":0.704974,"about_ca_system_score_codex":0.0000017743619,"about_ca_system_score_gemma":0.000015200553,"threshold_uncertainty_score":0.9996365},"labels":[],"label_agreement":null},{"id":"W4360981163","doi":"10.1007/s00603-023-03283-6","title":"Extended-FEM Analysis of Injection-Induced Slip on a Fault with Rate-and-State Friction: Insights into Parameters that Control Induced Seismicity","year":2023,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Slip (aerodynamics); Induced seismicity; Finite element method; Fault gouge; Fault (geology); Aftershock; Pore water pressure; Seismology; Geotechnical engineering; Mechanics; Structural engineering; Engineering","score_opus":0.012427543227763186,"score_gpt":0.19800657247226316,"score_spread":0.18557902924449998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360981163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85455555,0.00007112186,0.14473031,0.00009232374,0.00016656029,0.00013621298,0.000011975617,0.00021267997,0.000023237495],"genre_scores_gemma":[0.9993489,0.00014736081,0.0001697114,0.00025457336,0.000014595872,0.0000040238547,0.000026621485,0.000008467595,0.000025748508],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990543,0.00003539754,0.00018829726,0.00030594462,0.0001982244,0.00021783866],"domain_scores_gemma":[0.999467,0.00013495308,0.00008916699,0.00015198988,0.000044043216,0.000112859074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017410748,0.00019185778,0.0003211678,0.0006206397,0.0001987673,0.00004036563,0.00008642906,0.00008447399,0.000010581106],"category_scores_gemma":[0.000027123195,0.00014982685,0.00006155404,0.0009499298,0.0000012043729,0.00014957857,0.000018198187,0.00019579797,0.000004894382],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009463328,0.000015224451,0.0013392601,0.000056537727,0.0005488062,0.000013273119,0.0011662205,0.98652494,0.00417457,0.00021819847,0.00007892364,0.005769408],"study_design_scores_gemma":[0.00029437343,0.00034791455,0.0045886524,0.00004303166,0.00014427768,0.0000050298395,0.0002976923,0.9814342,0.012136048,0.00034031764,0.00017308611,0.00019537608],"about_ca_topic_score_codex":0.0014375051,"about_ca_topic_score_gemma":0.000045287477,"teacher_disagreement_score":0.14479333,"about_ca_system_score_codex":0.000010500613,"about_ca_system_score_gemma":0.000017012424,"threshold_uncertainty_score":0.61097616},"labels":[],"label_agreement":null},{"id":"W4362471371","doi":"10.1016/j.softx.2023.101384","title":"PyFWI: A Python package for full-waveform inversion and reservoir monitoring","year":2023,"lang":"en","type":"article","venue":"SoftwareX","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Society of Economic Geologists Foundation","keywords":"Computer science; Python (programming language); Computation; Inversion (geology); Computational science; Parallel computing; Algorithm; Computer engineering; Real-time computing; Geology; Operating system","score_opus":0.032942887861435156,"score_gpt":0.2535599062338644,"score_spread":0.22061701837242922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362471371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99452096,0.00021208086,0.0013638767,0.0011056775,0.000591708,0.00023273467,0.00005633977,0.0010179967,0.0008986232],"genre_scores_gemma":[0.9926166,0.00028875333,0.004980139,0.00040213487,0.00019243927,0.000004812369,0.00014268275,0.000009123101,0.001363294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991819,0.000019691555,0.00011773638,0.00022972788,0.00015993966,0.0002909968],"domain_scores_gemma":[0.9994736,0.00019081976,0.00003873158,0.00016351367,0.000033479635,0.00009991302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034067553,0.00010280008,0.000111508045,0.00014090691,0.00024904415,0.00005392608,0.00013462175,0.00006699997,0.0001046651],"category_scores_gemma":[0.00014908747,0.000086984415,0.000045582303,0.00024946715,0.00005886936,0.00022808218,0.000029461917,0.00009428417,0.00023081136],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012927887,0.00000867358,0.37840512,0.00016944586,0.000020077556,0.000022961092,0.0010740428,0.00004966051,0.00076640974,0.000020712456,0.15533274,0.46400088],"study_design_scores_gemma":[0.0021867848,0.0014351737,0.28858662,0.00050584774,0.00006978278,0.00005215544,0.0048777796,0.11788303,0.05027492,0.0343178,0.498405,0.0014050843],"about_ca_topic_score_codex":0.000882033,"about_ca_topic_score_gemma":0.000014313603,"teacher_disagreement_score":0.4625958,"about_ca_system_score_codex":0.0000064063224,"about_ca_system_score_gemma":0.000020865244,"threshold_uncertainty_score":0.35471216},"labels":[],"label_agreement":null},{"id":"W4362568797","doi":"10.1093/gji/ggad148","title":"Seismic stratigraphy and attenuation of gas-hydrate zones within Hikurangi and Gondwana margins, eastern New Zealand","year":2023,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Oklahoma","keywords":"Attenuation; Geology; Clathrate hydrate; Seismology; Stratigraphy; Mineralogy; Geophysics; Hydrate; Tectonics; Optics","score_opus":0.012749991045140881,"score_gpt":0.22445631526782678,"score_spread":0.2117063242226859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362568797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945999,0.00009797024,0.0005602011,0.003860683,0.0003363393,0.00004304694,0.00003544231,0.00003595037,0.00043047196],"genre_scores_gemma":[0.9973343,0.00025676657,0.0005623772,0.00035809758,0.000253631,2.2715479e-7,0.00005242976,0.0000031104325,0.0011790881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991925,0.00003703134,0.00021438829,0.00013942963,0.00028560153,0.00013104556],"domain_scores_gemma":[0.99956703,0.00006303961,0.00013946214,0.00005159751,0.000060849925,0.00011801465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018508111,0.00009486841,0.00012437928,0.00018731851,0.00007543043,0.00010090686,0.00012215323,0.000033499324,0.00012509602],"category_scores_gemma":[0.000020859727,0.00007636392,0.000046676872,0.00014613893,0.00008738738,0.00031299557,0.000015486856,0.00015868914,0.000038443173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020668669,0.00004365784,0.63097614,0.00002927385,0.00020626376,0.000050841772,0.0017920977,0.00175157,0.0015455864,0.000554703,0.05508441,0.30775878],"study_design_scores_gemma":[0.0005461325,0.00018257597,0.667255,0.0000871021,0.000021566711,0.00013098608,0.0002738467,0.28612158,0.00054058025,0.04118162,0.0034997766,0.00015924012],"about_ca_topic_score_codex":0.0023016557,"about_ca_topic_score_gemma":0.000049437902,"teacher_disagreement_score":0.30759954,"about_ca_system_score_codex":0.0000026579119,"about_ca_system_score_gemma":0.000033222692,"threshold_uncertainty_score":0.34794304},"labels":[],"label_agreement":null},{"id":"W4362633234","doi":"10.1029/2022jb025625","title":"Multichannel Sparse Deconvolution of Teleseismic Receiver Functions With <i>f</i> − <i>x</i> Preconditioning","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Deconvolution; Blind deconvolution; Computer science; Robustness (evolution); Algorithm; Noise (video); Compressed sensing; Artificial intelligence; Chemistry; Image (mathematics)","score_opus":0.044210092314512235,"score_gpt":0.3024790598489256,"score_spread":0.25826896753441336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362633234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995886,0.00007567898,0.00070853,0.0007179398,0.00019035903,0.00013164151,0.00004608664,0.000046778565,0.002196985],"genre_scores_gemma":[0.9973855,0.00019754772,0.0007366813,0.00012658599,0.0002504417,0.0000010694786,0.000027942317,0.0000062548697,0.0012679729],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99794525,0.00022387486,0.00034820754,0.00016669203,0.0008796538,0.00043629785],"domain_scores_gemma":[0.99822056,0.00056873215,0.00020655335,0.00016651064,0.00063200615,0.00020562932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265939,0.00010554674,0.00027408428,0.0004974518,0.00024497256,0.000046504665,0.0002469316,0.000054858683,0.00033801506],"category_scores_gemma":[0.0002792679,0.00007703939,0.00011621528,0.0010165656,0.0003416013,0.0004914238,0.000022081966,0.0006031666,0.00042621378],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028668772,0.0007794577,0.10399281,0.00039193465,0.00062224636,0.00042044037,0.0029693057,0.06430779,0.014032798,0.00025847252,0.46542028,0.3439376],"study_design_scores_gemma":[0.0028620842,0.007271324,0.6125076,0.001088794,0.00010167181,0.00030722877,0.0043717423,0.25851136,0.049074695,0.010154489,0.053106442,0.0006425822],"about_ca_topic_score_codex":0.0012978399,"about_ca_topic_score_gemma":0.000039781757,"teacher_disagreement_score":0.50851476,"about_ca_system_score_codex":0.000009193897,"about_ca_system_score_gemma":0.00021863627,"threshold_uncertainty_score":0.5478258},"labels":[],"label_agreement":null},{"id":"W4362733770","doi":"10.18303/2619-1563-2022-4-75","title":"Methodology of physical models parameters determining for seismic experiments","year":2023,"lang":"en","type":"article","venue":"Russian Journal of geophysical technologies","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Calgary; Australian Society of Exploration Geophysicists Research Foundation; Yale University","keywords":"Attenuation; Physical modelling; Computer science; Geology; Geotechnical engineering; Physics; Optics","score_opus":0.0968045785059569,"score_gpt":0.31346254971020504,"score_spread":0.21665797120424812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362733770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97294563,0.00018428435,0.024510646,0.0012676676,0.00022433432,0.00014198285,0.000024422727,0.00035736585,0.00034363673],"genre_scores_gemma":[0.9591714,0.000053417087,0.04062084,0.000082598446,0.000033995642,0.0000022488377,0.0000045066568,0.000005854833,0.000025134977],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989107,0.00006034814,0.0003491559,0.00016588565,0.00021705753,0.00029682714],"domain_scores_gemma":[0.9988205,0.00057085487,0.0003374188,0.00018516519,0.000048975442,0.00003713146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036925822,0.00014135565,0.00046511125,0.00034322677,0.00007060033,0.000016958025,0.0004838702,0.000097174736,0.000004838822],"category_scores_gemma":[0.00019503097,0.000103051076,0.0002592868,0.00037209364,0.00031167312,0.0002546346,0.000036283804,0.00022415102,0.000011648298],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021194917,0.00008031263,0.001728616,0.000071669674,0.00014526838,0.000043734817,0.00095302775,0.006519825,0.0053455136,0.0030317667,0.002204291,0.979664],"study_design_scores_gemma":[0.000509713,0.0016694881,0.0016671212,0.00012025581,0.000050167717,0.000037167065,0.0028273189,0.40831062,0.22322553,0.36051863,0.0008369414,0.0002270431],"about_ca_topic_score_codex":0.00006161526,"about_ca_topic_score_gemma":1.810828e-7,"teacher_disagreement_score":0.979437,"about_ca_system_score_codex":0.0000059146523,"about_ca_system_score_gemma":0.000038146372,"threshold_uncertainty_score":0.4202301},"labels":[],"label_agreement":null},{"id":"W4362733826","doi":"10.18303/2619-1563-2022-4-54","title":"Particulars of the attenuation parameter determining from real data","year":2023,"lang":"en","type":"article","venue":"Russian Journal of geophysical technologies","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Calgary","keywords":"Attenuation; Preprocessor; Waveform; Transmission (telecommunications); Computer science; Estimation theory; Algorithm; Mathematics; Physics; Optics; Artificial intelligence; Telecommunications","score_opus":0.040996279750760284,"score_gpt":0.2573888602301609,"score_spread":0.2163925804794006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362733826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953259,0.000087862805,0.00023351656,0.0036863121,0.00020219678,0.000044902343,0.00004659568,0.0001574946,0.00021517716],"genre_scores_gemma":[0.9975933,0.00013790646,0.0021359802,0.0000661511,0.000034439938,1.8956177e-7,0.000015150484,0.0000023595765,0.000014567603],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991414,0.000043201024,0.00027387223,0.0001241253,0.00026797675,0.00014945907],"domain_scores_gemma":[0.99901235,0.00020708452,0.00028385955,0.00045438734,0.000024481391,0.000017854734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024615633,0.00007636067,0.00018149606,0.00009128705,0.000068781774,0.000024539515,0.00090337446,0.00006281991,0.000021158196],"category_scores_gemma":[0.00028788854,0.000043602384,0.00008068188,0.00038437228,0.00023887889,0.0002456347,0.00010452466,0.00022156573,0.000028392775],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028502996,0.000020422334,0.17927988,0.000009861336,0.00006025112,0.00003421854,0.00015402047,0.00011741173,0.0011891093,0.00016238808,0.0056724413,0.8132715],"study_design_scores_gemma":[0.00024929823,0.00022182234,0.8487433,0.00019931958,0.00006954583,0.000018047103,0.0012431125,0.051760297,0.033919074,0.060164243,0.0032496357,0.00016229867],"about_ca_topic_score_codex":0.00032895352,"about_ca_topic_score_gemma":0.0000040221075,"teacher_disagreement_score":0.8131092,"about_ca_system_score_codex":0.0000029340392,"about_ca_system_score_gemma":0.000031797867,"threshold_uncertainty_score":0.17780536},"labels":[],"label_agreement":null},{"id":"W4364320730","doi":"10.1109/tgrs.2023.3265657","title":"Multilayer Perceptron and Bayesian Neural Network-Based Elastic Implicit Full Waveform Inversion","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; China Scholarship Council; China Postdoctoral Science Foundation","keywords":"Artificial neural network; Computer science; Inversion (geology); Waveform; Multilayer perceptron; Algorithm; Perceptron; Inverse problem; Bayesian probability; Artificial intelligence; Mathematics; Geology","score_opus":0.014077838981772237,"score_gpt":0.22318713147092067,"score_spread":0.20910929248914845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364320730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.645163,0.000021183054,0.3525502,0.0009918304,0.00059605495,0.00013189737,0.000008062636,0.0002742575,0.0002634934],"genre_scores_gemma":[0.9858855,0.00012136053,0.012341514,0.0013872957,0.00004489515,3.243578e-8,0.0000057008992,0.0000054664624,0.00020820518],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879134,0.000046389217,0.00015032613,0.0003741009,0.0002193571,0.00041851823],"domain_scores_gemma":[0.99950355,0.0001252171,0.00004013241,0.0001426527,0.000025690117,0.00016274469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002567871,0.00015786878,0.00013776339,0.0002298879,0.0008041362,0.00009160861,0.000076643206,0.00007723153,0.000044020944],"category_scores_gemma":[0.0000057320035,0.00012689678,0.000048693637,0.00049825816,0.0002578607,0.000225324,0.00000150259,0.000220727,0.000046976667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003061434,0.0000026952882,0.00006626699,0.00001054182,0.0000022378772,0.000010793335,0.00014360514,0.008843756,0.00072655216,1.6679138e-7,0.00014840161,0.9900144],"study_design_scores_gemma":[0.00018506726,0.00017363433,0.004245236,0.00006590561,0.000014652007,0.000051491847,0.00023221878,0.9929596,0.0013548943,0.00012325925,0.00042425614,0.00016974167],"about_ca_topic_score_codex":0.003164209,"about_ca_topic_score_gemma":0.0002851113,"teacher_disagreement_score":0.9898446,"about_ca_system_score_codex":0.000008861436,"about_ca_system_score_gemma":0.00002845192,"threshold_uncertainty_score":0.6184847},"labels":[],"label_agreement":null},{"id":"W4364381257","doi":"10.1190/geo2022-0647.1","title":"Efficient fully coupled 3D poroelastic modeling of geomechanical deformation during depletion and reinjection: An asymptotic transformation of Biot’s poroelasticity from a dynamic to a quasistatic response","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Chevron (Canada)","funders":"","keywords":"Poromechanics; Biot number; Quasistatic process; Geology; Scaling; Pore water pressure; Mechanics; Microseism; Geotechnical engineering; Physics; Porous medium; Mathematics; Geometry; Seismology; Porosity","score_opus":0.010077147011228653,"score_gpt":0.21697940076414485,"score_spread":0.20690225375291618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364381257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87269545,0.000009287109,0.12675215,0.00007134951,0.00009139976,0.00018272131,0.000082831066,0.00010588376,0.000008937243],"genre_scores_gemma":[0.99816674,0.000012774954,0.001577496,0.00003794854,0.000013772022,0.0000022280944,0.00018085781,0.0000047664107,0.0000033924457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889386,0.00008669772,0.00036491387,0.00018335834,0.00028071846,0.00019044131],"domain_scores_gemma":[0.99944174,0.0001300723,0.00011637296,0.00014027051,0.000087804714,0.00008373015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044231437,0.00011049144,0.00018802522,0.00022348233,0.000117000294,0.000019445995,0.000080822836,0.0000520425,0.00002127415],"category_scores_gemma":[0.00008118234,0.00010588794,0.000039227445,0.0004392236,0.000034346715,0.0001785607,0.000010710832,0.000083237916,0.000022763836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012035429,0.000052533174,0.0008131503,0.00018829545,0.000022431006,0.0000020493903,0.0042384127,0.96855396,0.017244266,0.000041696145,0.000003203166,0.0076364307],"study_design_scores_gemma":[0.00027237763,0.00033618792,0.048046045,0.000098636,0.000029073766,0.000004101788,0.0007065556,0.9486599,0.0010499083,0.000692935,9.4386724e-7,0.00010331842],"about_ca_topic_score_codex":0.0021353725,"about_ca_topic_score_gemma":0.00007262868,"teacher_disagreement_score":0.12547134,"about_ca_system_score_codex":0.000019707788,"about_ca_system_score_gemma":0.000043324108,"threshold_uncertainty_score":0.4317985},"labels":[],"label_agreement":null},{"id":"W4365458480","doi":"10.1111/1365-2478.13363","title":"Monitoring fluid saturation in reservoirs using time‐lapse full‐waveform inversion","year":2023,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Centre de Géomatique du Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Inversion (geology); Saturation (graph theory); Geology; Engineering geology; Regional geology; Economic geology; Porosity; Environmental geology; Waveform; Petrophysics; Soil science; Geophysics; Mineralogy; Hydrogeology; Geotechnical engineering; Seismology; Computer science; Mathematics; Volcanism","score_opus":0.022220883549322386,"score_gpt":0.2445955001826553,"score_spread":0.2223746166333329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365458480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966404,0.000024616467,0.000028519247,0.0002513458,0.0003222682,0.00015159248,0.0000026412517,0.00039070487,0.0021879252],"genre_scores_gemma":[0.9980201,0.000013858846,0.0012074264,0.0000696614,0.00035842563,0.0000010559637,0.00002876743,0.0000066566563,0.00029404767],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877274,0.0000445811,0.00021026951,0.00030145474,0.00028591664,0.00038505718],"domain_scores_gemma":[0.99957275,0.00009622152,0.00006838634,0.00015755983,0.000034647106,0.00007045047],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037831152,0.00012819402,0.00015506586,0.0001933847,0.0002818261,0.000075100186,0.00015026034,0.00006595694,0.0000951814],"category_scores_gemma":[0.00011414641,0.00011699891,0.000055076107,0.0008877612,0.000044174238,0.0004972295,0.000041162348,0.00026629833,0.0009599532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021603514,0.000065128304,0.6128649,0.00012991864,0.000024285971,0.00013269967,0.0030486854,0.012773002,0.12098914,0.00007014254,0.0025116508,0.24717441],"study_design_scores_gemma":[0.0002317019,0.00009464884,0.110200144,0.00016026483,0.0000058527194,0.00000582279,0.00063544535,0.86273724,0.021606907,0.0038629516,0.00021744001,0.00024157668],"about_ca_topic_score_codex":0.0045657028,"about_ca_topic_score_gemma":0.000015994163,"teacher_disagreement_score":0.84996426,"about_ca_system_score_codex":0.000038243343,"about_ca_system_score_gemma":0.000025627232,"threshold_uncertainty_score":0.9998179},"labels":[],"label_agreement":null},{"id":"W4366211339","doi":"10.3390/s23084012","title":"Convolutional Neural-Network-Based Reverse-Time Migration with Multiple Reflections","year":2023,"lang":"en","type":"article","venue":"Sensors","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Convolutional neural network; Computer science; Algorithm; Seismic migration; Computation; Residual; Artificial neural network; Aperture (computer memory); Artificial intelligence; Geology; Acoustics","score_opus":0.01992785176511779,"score_gpt":0.228249813578634,"score_spread":0.2083219618135162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366211339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98765135,0.00003135929,0.00023494718,0.005371833,0.00035317964,0.00018542308,0.000072870076,0.0010523141,0.0050467257],"genre_scores_gemma":[0.9894128,0.000012354781,0.0033735363,0.0018097524,0.000137247,0.0000016284926,0.00048702993,0.000005154119,0.004760529],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992622,0.000064320055,0.00009824549,0.000177438,0.00017605614,0.00022175157],"domain_scores_gemma":[0.99960744,0.0001309454,0.000041443855,0.00011806766,0.00004317303,0.000058899823],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015772115,0.00008486717,0.00008039702,0.00010124384,0.00024680764,0.000025703466,0.000065065,0.00004054051,0.00063753827],"category_scores_gemma":[0.000036087935,0.00006815622,0.000035944136,0.00049690274,0.00008105225,0.00008687517,0.0000028241286,0.00009719424,0.0010627424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000876527,0.0000089579635,0.18839088,0.0000076765555,0.0000150250735,0.000021337264,0.00008620268,0.38304216,0.00021761432,0.000012047661,0.42400086,0.0041095978],"study_design_scores_gemma":[0.00017526263,0.0000814527,0.042856373,0.00001461438,0.000007919533,0.00000932527,0.00005714118,0.8666508,0.00042946366,0.00010971695,0.08949303,0.00011488745],"about_ca_topic_score_codex":0.0026387272,"about_ca_topic_score_gemma":0.00041628283,"teacher_disagreement_score":0.48360863,"about_ca_system_score_codex":0.0000059197396,"about_ca_system_score_gemma":0.000034929682,"threshold_uncertainty_score":0.99971503},"labels":[],"label_agreement":null},{"id":"W4367848772","doi":"10.1190/geo2022-0700.1","title":"Numerical modeling of low-frequency distributed acoustic sensing signals for mixed-mode reactivation","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canada First Research Excellence Fund; Microseismic Industry Consortium","keywords":"Slip (aerodynamics); Ultimate tensile strength; Shear (geology); Geology; Seismology; Discontinuity (linguistics); Acoustic emission; Fault (geology); Mode (computer interface); Acoustics; SIGNAL (programming language); Materials science; Computer science; Composite material; Physics; Mathematics; Petrology","score_opus":0.01922746510640127,"score_gpt":0.2442526097736995,"score_spread":0.22502514466729823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367848772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5634112,0.000013751695,0.43531033,0.00021890577,0.00019926371,0.00015196405,0.00023675714,0.0002269116,0.00023092021],"genre_scores_gemma":[0.99604,0.000010989946,0.0028128745,0.00013821546,0.000087029744,8.55534e-7,0.00088285585,0.0000048761494,0.000022315295],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992511,0.000024417934,0.00017984846,0.00016606272,0.00016462812,0.0002139325],"domain_scores_gemma":[0.9994716,0.000177337,0.00007927509,0.0001321982,0.000098835175,0.00004074389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001463025,0.000088877816,0.0001463759,0.000059901588,0.00010153031,0.000017051192,0.000089389076,0.000044303517,0.000013190695],"category_scores_gemma":[0.00009363489,0.00008287464,0.000066251414,0.00035134182,0.000028817854,0.00015623127,0.000006073664,0.00007339302,0.00003619891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065767344,0.00003448419,0.0018083317,0.00021828292,0.00004091347,0.0000058485884,0.00035924462,0.8222543,0.029214842,0.00012005303,0.009732793,0.13614513],"study_design_scores_gemma":[0.00008999081,0.000043006406,0.0006365055,0.000042938787,0.000011409756,8.962728e-7,0.00010491546,0.9687343,0.00978311,0.02038777,0.000064911845,0.000100228186],"about_ca_topic_score_codex":0.002206586,"about_ca_topic_score_gemma":0.00000354479,"teacher_disagreement_score":0.43262878,"about_ca_system_score_codex":0.000005782331,"about_ca_system_score_gemma":0.000039618077,"threshold_uncertainty_score":0.337953},"labels":[],"label_agreement":null},{"id":"W4376137226","doi":"10.1111/1365-2478.13366","title":"Deep decomposition learning for reflectivity inversion","year":2023,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Convolutional neural network; Inversion (geology); Regularization (linguistics); Deep learning; Reflectivity; Inverse problem; Null (SQL); Algorithm; Artificial neural network; Artificial intelligence; Geology; Data mining; Mathematics; Optics; Seismology; Physics","score_opus":0.017611369705667748,"score_gpt":0.27037413812573624,"score_spread":0.2527627684200685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376137226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98371315,0.000017630271,0.008576464,0.0005901009,0.00029210994,0.00025594802,0.0000026149273,0.0011074889,0.005444467],"genre_scores_gemma":[0.9971062,0.0000051748148,0.0019551183,0.00025409376,0.00023118364,0.0000037676957,0.000084375715,0.000004918084,0.00035515273],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991877,0.000038824695,0.00010284982,0.00024931598,0.0001397889,0.00028153454],"domain_scores_gemma":[0.99954396,0.00022962171,0.0000550384,0.00007883981,0.000037506605,0.000055013166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028037064,0.00008704128,0.00011066447,0.00007906478,0.00051772746,0.0000502028,0.00008665486,0.00004071369,0.000057123467],"category_scores_gemma":[0.0001339204,0.00008050073,0.00007358142,0.0003672494,0.000033530352,0.0002036605,0.00001605154,0.00018356986,0.00038575128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013684061,0.000042697677,0.17415062,0.00010248741,0.000026369724,0.000011321109,0.0009735532,0.010807675,0.0066806627,0.00046297658,0.008278602,0.7983262],"study_design_scores_gemma":[0.00019578302,0.0002077945,0.060616784,0.000022458069,0.000008239074,0.0000024132235,0.00022721091,0.9124111,0.006501435,0.016843528,0.0028014872,0.00016176514],"about_ca_topic_score_codex":0.00083765254,"about_ca_topic_score_gemma":0.0000136694,"teacher_disagreement_score":0.9016034,"about_ca_system_score_codex":0.000010715537,"about_ca_system_score_gemma":0.000010206791,"threshold_uncertainty_score":0.4958181},"labels":[],"label_agreement":null},{"id":"W4376601730","doi":"10.1093/gji/ggad198","title":"Implementation of efficient low-storage techniques for 3-D seismic simulation using the curved grid finite-difference method","year":2023,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Dimensionless quantity; Range (aeronautics); Grid; Computer science; Seismic wave; Graphics processing unit; Finite difference; Computational science; Parallel computing; Mathematical analysis; Mechanics; Mathematics; Physics; Geology; Geometry; Materials science; Seismology","score_opus":0.03654345962417561,"score_gpt":0.3469436758338823,"score_spread":0.3104002162097067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376601730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5253782,0.000010694673,0.47284925,0.00069959095,0.00063153234,0.00017116005,0.00013592461,0.00006512529,0.0000585215],"genre_scores_gemma":[0.9912518,0.0000140914935,0.007695266,0.00042665712,0.00046307934,0.0000024109424,0.000088326655,0.000004330569,0.000054014254],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998941,0.000097617296,0.00029186954,0.00013495603,0.00036635797,0.00016818155],"domain_scores_gemma":[0.99879533,0.0006329203,0.00023496845,0.000084357336,0.00021077548,0.00004167493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006160651,0.00009277384,0.00011723227,0.00016214508,0.00019042805,0.00007096902,0.0002800127,0.00003203738,0.00017849388],"category_scores_gemma":[0.000082353734,0.00006458295,0.00012423654,0.00020592171,0.000051197047,0.000121223675,0.000021117108,0.00015072197,0.000012361184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007901402,0.000036060534,0.0042536333,0.000017589144,0.00006208269,0.0000040603236,0.0004641608,0.7570742,0.0030817434,0.00013515909,0.002601812,0.23219047],"study_design_scores_gemma":[0.00016060045,0.000067719804,0.011921149,0.000030333438,0.000014052217,0.000007724834,0.00025993638,0.9741005,0.008799024,0.0026396054,0.0019226331,0.00007677076],"about_ca_topic_score_codex":0.00065027946,"about_ca_topic_score_gemma":0.000004215707,"teacher_disagreement_score":0.4658736,"about_ca_system_score_codex":0.000018359342,"about_ca_system_score_gemma":0.000052842242,"threshold_uncertainty_score":0.26336163},"labels":[],"label_agreement":null},{"id":"W4376865863","doi":"10.1016/j.jappgeo.2023.105066","title":"Modelling and validation of dry and saturated velocities in carbonates from Saudi Arabia – Part II","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biot number; Shear (geology); Saturation (graph theory); Mineralogy; Geology; Carbonate; Porosity; Calcite; Moduli; Geotechnical engineering; Mechanics; Materials science; Mathematics; Petrology; Physics","score_opus":0.015308253524172073,"score_gpt":0.19761436886771028,"score_spread":0.18230611534353822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376865863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990745,0.00018788496,0.000066455425,0.000108057095,0.00007146828,0.000034157874,0.000016377498,0.000013615194,0.00042744694],"genre_scores_gemma":[0.998114,0.0005837438,0.0011291789,0.0000708746,0.000057976435,1.5877781e-7,0.000027017328,0.0000020971192,0.000014966093],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947405,0.0000140326465,0.00021076534,0.00007571615,0.0001376694,0.000087747365],"domain_scores_gemma":[0.9996294,0.000101787424,0.00016064815,0.000042354193,0.000035521778,0.000030313853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002055533,0.00006373254,0.0001622813,0.0000974346,0.0000474799,0.000018332334,0.000051710995,0.000038272137,0.000010137808],"category_scores_gemma":[0.00000558858,0.000053558906,0.000017648115,0.00017039958,0.00005644748,0.00012282615,0.000010606037,0.00013096452,0.0000015206366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010422148,0.00011296145,0.20217952,0.00030396815,0.0002826037,0.000058057514,0.028683793,0.35031545,0.011323474,0.0011380246,0.006955827,0.3976041],"study_design_scores_gemma":[0.0010782221,0.00026132166,0.068029284,0.00027997224,0.000067749825,0.000004013829,0.004658987,0.6577471,0.05245254,0.21315062,0.0019093509,0.0003608775],"about_ca_topic_score_codex":0.0011882319,"about_ca_topic_score_gemma":0.0000042087513,"teacher_disagreement_score":0.39724323,"about_ca_system_score_codex":0.0000023598398,"about_ca_system_score_gemma":0.000021133119,"threshold_uncertainty_score":0.21840689},"labels":[],"label_agreement":null},{"id":"W4377041667","doi":"10.1111/1365-2478.13374","title":"Tensor tree decomposition as a rank‐reduction method for pre‐stack interpolation","year":2023,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Tensor (intrinsic definition); Singular value decomposition; Matrix decomposition; Algorithm; Computer science; Matrix (chemical analysis); Interpolation (computer graphics); Tensor field; Synthetic data; Tree (set theory); Mathematics; Artificial intelligence; Geometry; Mathematical analysis; Physics; Exact solutions in general relativity","score_opus":0.01632396262542757,"score_gpt":0.30740665446678117,"score_spread":0.2910826918413536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377041667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8838784,0.000028691824,0.10350318,0.002799546,0.000912552,0.0010096456,0.00003452218,0.001551154,0.0062822755],"genre_scores_gemma":[0.96398854,0.0000038825333,0.03412593,0.00030639517,0.00049676135,0.000014171247,0.000177044,0.00000777585,0.00087950804],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906605,0.000047600108,0.00017565567,0.0002984303,0.00015577432,0.0002564884],"domain_scores_gemma":[0.99949956,0.00018710746,0.000085459666,0.0001145565,0.000058862173,0.00005446228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034623657,0.000108446045,0.00013840837,0.00010751043,0.00028719273,0.00007483171,0.00009496568,0.000049138165,0.000099927565],"category_scores_gemma":[0.0001104977,0.000097060394,0.0000977619,0.00034296868,0.000029011584,0.00028615675,0.000011403603,0.00012978518,0.00032093652],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038410703,0.000056920577,0.009286815,0.00010006146,0.000045955374,0.0000041593735,0.0025262034,0.0010969135,0.020856781,0.00083680305,0.012611093,0.9521942],"study_design_scores_gemma":[0.0003242191,0.0003057444,0.038489506,0.00004239197,0.000022749664,0.000018087387,0.00044026526,0.91251713,0.013267974,0.032317314,0.0020670884,0.00018754152],"about_ca_topic_score_codex":0.002015773,"about_ca_topic_score_gemma":0.000008748234,"teacher_disagreement_score":0.95200664,"about_ca_system_score_codex":0.000010799885,"about_ca_system_score_gemma":0.000015814197,"threshold_uncertainty_score":0.41250965},"labels":[],"label_agreement":null},{"id":"W4377226821","doi":"10.1190/geo2022-0325.1","title":"Phase shift plus interpolation with uncorrelated anisotropic parameters","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Slowness; Anisotropy; Uncorrelated; Interpolation (computer graphics); Geology; Boundary (topology); Mathematics; Geodesy; Geometry; Mathematical analysis; Statistics; Seismology; Computer science; Optics; Physics","score_opus":0.015127112432976568,"score_gpt":0.2279544103970798,"score_spread":0.21282729796410324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377226821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371314,0.000014760328,0.003059639,0.0003072857,0.0002299658,0.00009809764,0.00002515455,0.00048597023,0.0020660148],"genre_scores_gemma":[0.99777323,0.000012631711,0.001018951,0.0005883473,0.000034718385,9.639498e-7,0.0002927559,0.0000039667234,0.0002744197],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938256,0.000024842295,0.000090653004,0.00016166762,0.00014645822,0.000193809],"domain_scores_gemma":[0.9996953,0.00004947387,0.000045846955,0.0001405214,0.000017250453,0.000051580624],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006114037,0.00009107778,0.000094676616,0.000071949784,0.00009721746,0.000040290422,0.00010675321,0.00003231449,0.00014459668],"category_scores_gemma":[0.0000072464013,0.000070820766,0.000029575454,0.0004282002,0.000057665176,0.00019028703,0.000007431337,0.0001062303,0.0010012076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059604144,0.00014340704,0.09099405,0.00006988468,0.00014104621,0.00017014684,0.0041815606,0.00908747,0.0003009422,0.0006771516,0.07207034,0.82156795],"study_design_scores_gemma":[0.0020671112,0.0013004147,0.042421315,0.000073592666,0.000043652086,0.000008390385,0.00058461406,0.92967415,0.0010478598,0.011921464,0.010418308,0.0004390985],"about_ca_topic_score_codex":0.0026055237,"about_ca_topic_score_gemma":0.00002386792,"teacher_disagreement_score":0.9205867,"about_ca_system_score_codex":0.000004698727,"about_ca_system_score_gemma":0.00003267297,"threshold_uncertainty_score":0.9997766},"labels":[],"label_agreement":null},{"id":"W4378176423","doi":"10.3997/2214-4609.202310286","title":"Enabling full-waveform inversion to recover salt bodies in challenging conditions: A field data application","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Offset (computer science); Inversion (geology); Geology; Computer science; Regional geology; Waveform; Environmental geology; Economic geology; Algorithm; Seismology; Telecommunications; Telmatology","score_opus":0.04632345462373877,"score_gpt":0.27843053244192306,"score_spread":0.2321070778181843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378176423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8094989,0.00036773368,0.030518357,0.055887993,0.0011538559,0.00160693,0.00027753774,0.002872364,0.09781635],"genre_scores_gemma":[0.9911219,0.00056833914,0.0013371353,0.0054691993,0.000060687198,0.000004757584,0.0009190627,0.000003284295,0.0005156616],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991854,0.000018870183,0.00015595891,0.00028358784,0.0001406566,0.0002155452],"domain_scores_gemma":[0.99940324,0.00015243405,0.000028747316,0.0003378157,0.000017321543,0.000060437906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040829467,0.00007765431,0.000091001515,0.0003711021,0.00012115149,0.000036459394,0.00028721255,0.000048495956,0.0007311731],"category_scores_gemma":[0.00010716864,0.00006802856,0.000016453363,0.00040919596,0.000014178842,0.00041635596,0.00006709491,0.00010062786,0.0014148111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000573119,0.000019623934,0.03360617,0.00006550607,0.000013087449,0.000015777456,0.0010332643,0.0017807956,0.000631126,0.00021590838,0.35921282,0.6033486],"study_design_scores_gemma":[0.00019990873,0.000111678244,0.0067925933,0.00009788381,0.000005362978,0.0000052545174,0.0024071068,0.795433,0.0027218806,0.0029323166,0.1890287,0.0002643548],"about_ca_topic_score_codex":0.008660386,"about_ca_topic_score_gemma":0.0010679242,"teacher_disagreement_score":0.7936522,"about_ca_system_score_codex":0.000007862109,"about_ca_system_score_gemma":0.00001761522,"threshold_uncertainty_score":0.9993627},"labels":[],"label_agreement":null},{"id":"W4378229863","doi":"10.3997/2214-4609.202310449","title":"Time-Lapse Monitoring Using a Permanent Source ACROSS and Surface-Buried Geophones at the Aquistore CO2 Storage Site.","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Research Centre; Geological Survey of Canada","funders":"","keywords":"Geophone; Geology; Distortion (music); SIGNAL (programming language); Amplitude; Seismology; Remote sensing; Geodesy; Computer science; Telecommunications; Optics","score_opus":0.02152683033038748,"score_gpt":0.24682045871014296,"score_spread":0.22529362837975547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378229863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974153,0.00052858196,0.000026009764,0.00056257646,0.00029873705,0.00011483586,0.000043226974,0.00037634466,0.0006343968],"genre_scores_gemma":[0.98010254,0.00009995548,0.00020728081,0.00034511203,0.00013697299,4.8304946e-7,0.000044284916,0.000007456263,0.01905592],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989566,0.00006051343,0.00013591953,0.00025271263,0.0002403483,0.0003539025],"domain_scores_gemma":[0.99947983,0.00014063438,0.00005055439,0.00021163642,0.000025120484,0.00009220711],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042313995,0.00013952363,0.00013301556,0.000036989695,0.0007293738,0.00010350314,0.00015001209,0.00005434344,0.0007492664],"category_scores_gemma":[0.000019116293,0.00009335479,0.000043267246,0.00023121854,0.00020848188,0.00014188456,0.00007852022,0.00011909371,0.0008498739],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012492543,0.000020821333,0.7409533,0.000083079656,0.000059085454,0.00011558581,0.01632594,0.030628828,0.014425706,0.0000017975698,0.16980527,0.02745563],"study_design_scores_gemma":[0.000495689,0.000100065874,0.08264334,0.00008143722,0.000033742584,0.00012970426,0.006143807,0.7008935,0.017806707,0.00006772945,0.19097972,0.0006245494],"about_ca_topic_score_codex":0.008788853,"about_ca_topic_score_gemma":0.00004925186,"teacher_disagreement_score":0.67026466,"about_ca_system_score_codex":0.00001483937,"about_ca_system_score_gemma":0.000016333455,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W4378230595","doi":"10.3997/2214-4609.202310269","title":"Multi-blind-trace deep learning with a hybrid loss for attenuation of trice-wise noise","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; TRACE (psycholinguistics); Noise reduction; Attenuation; Deep learning; Noise (video); Artificial intelligence; Noise measurement; Masking (illustration); Pattern recognition (psychology); Algorithm; Speech recognition","score_opus":0.02650367083202719,"score_gpt":0.25060259150266345,"score_spread":0.22409892067063625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378230595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8914183,0.0001225063,0.10487745,0.0008439484,0.000108629305,0.00041753132,0.000028533788,0.000499292,0.0016838349],"genre_scores_gemma":[0.981925,0.00005350982,0.01504953,0.00021559559,0.00002579796,0.0000037568534,0.00014081752,0.0000042321008,0.0025817656],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933606,0.000029514948,0.00013901552,0.00016728177,0.00015203119,0.00017612112],"domain_scores_gemma":[0.9995337,0.00016997187,0.00007922549,0.00009137661,0.00007792776,0.00004777661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003345766,0.00007791146,0.000113347305,0.00015565543,0.000101484875,0.000019153706,0.00010180477,0.000024921641,0.00022319121],"category_scores_gemma":[0.00008295586,0.000057065507,0.000041365798,0.0003083954,0.000046891764,0.00015850645,0.000005113164,0.00007494429,0.00010411176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006527777,0.00005646183,0.41363016,0.00013776984,0.000049729457,0.000021703352,0.0008740213,0.017872408,0.00066854345,0.000033528737,0.01487715,0.55112576],"study_design_scores_gemma":[0.0012655221,0.0003148,0.039893262,0.000028560306,0.000022291306,0.000009264044,0.0006221951,0.9307216,0.009019903,0.0001077416,0.017826485,0.00016841719],"about_ca_topic_score_codex":0.0010308606,"about_ca_topic_score_gemma":0.000049501406,"teacher_disagreement_score":0.9128491,"about_ca_system_score_codex":0.0000023675289,"about_ca_system_score_gemma":0.000021690645,"threshold_uncertainty_score":0.24437872},"labels":[],"label_agreement":null},{"id":"W4378230858","doi":"10.3997/2214-4609.202310845","title":"Deep Learning Velocity Model Building using Fourier Neural Operators","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workflow; Deep learning; Convolutional neural network; Computer science; Fourier transform; Field (mathematics); Artificial neural network; Artificial intelligence; Data modeling; Data mining; Database; Mathematics","score_opus":0.0341385466167164,"score_gpt":0.25603657406595826,"score_spread":0.22189802744924186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378230858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.957636,0.000046511974,0.03676469,0.00033217864,0.00017354662,0.000054422275,0.0000019107072,0.0007250608,0.0042656884],"genre_scores_gemma":[0.9660987,0.000019262534,0.03175667,0.0011148053,0.000048417052,2.5216247e-7,0.000016291442,0.000004568187,0.0009409789],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918354,0.000041950163,0.000116252995,0.00019408057,0.00017648563,0.00028770874],"domain_scores_gemma":[0.9997299,0.000043555414,0.000026624735,0.00009422537,0.000024800516,0.00008091542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030199517,0.00009419351,0.000095779746,0.00012706842,0.00033387568,0.00007517294,0.00014017847,0.00004427259,0.00056920183],"category_scores_gemma":[0.000049195998,0.000078231664,0.00004287806,0.00034428385,0.000042438623,0.0002798797,0.000021921762,0.00017332028,0.00013575536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045763923,0.0000017549511,0.052170433,0.0000051701727,0.000005299571,0.000009596428,0.00018359374,0.8330719,0.00020378828,0.000055967423,0.002899674,0.11138826],"study_design_scores_gemma":[0.000055120312,0.00001467592,0.0015646986,0.0000055106425,0.000004064033,0.000005836396,0.00019515034,0.9949478,0.0008942681,0.00041135796,0.0017794893,0.000122015896],"about_ca_topic_score_codex":0.0025842846,"about_ca_topic_score_gemma":0.000013016823,"teacher_disagreement_score":0.16187592,"about_ca_system_score_codex":0.000005037238,"about_ca_system_score_gemma":0.000021811273,"threshold_uncertainty_score":0.62323606},"labels":[],"label_agreement":null},{"id":"W4378230859","doi":"10.3997/2214-4609.202310812","title":"Prospectivity Insights from Simultaneous Velocity and Reflectivity Inversion, Offshore Newfoundland and Labrador, Canada","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petroleum Research Newfoundland and Labrador","funders":"","keywords":"Prospectivity mapping; Frontier; Submarine pipeline; Inversion (geology); Geology; Reflectivity; Interpretation (philosophy); Remote sensing; Oceanography; Data science; Computer science; Geography; Paleontology; Archaeology; Structural basin; Optics","score_opus":0.009691082342607788,"score_gpt":0.20227340529792912,"score_spread":0.19258232295532132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378230859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947139,0.00018935143,0.000037999802,0.0010456494,0.00015759989,0.00012105475,0.000063230735,0.00025039952,0.0034208049],"genre_scores_gemma":[0.99742055,0.00014017841,0.0003663747,0.0013308814,0.000043723012,5.122075e-7,0.00006386847,0.0000032679454,0.0006306307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990684,0.000059710856,0.00010459384,0.0003495987,0.00021589843,0.00020180432],"domain_scores_gemma":[0.99922115,0.00041414672,0.00003673432,0.00013944293,0.000034196903,0.00015436007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010201559,0.0001335904,0.00016545737,0.0000664013,0.00029352307,0.000066217326,0.00008558718,0.00006160802,0.00015852189],"category_scores_gemma":[0.000111586414,0.0001055652,0.000013129929,0.0002749034,0.00011487534,0.000195735,0.0000355792,0.00014915485,0.000016964175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042637723,0.0000081537055,0.8387121,0.000017377237,0.00002041971,0.00009689502,0.00044084503,0.000049815604,0.00008883227,0.000041969124,0.034124743,0.12635623],"study_design_scores_gemma":[0.0002671124,0.00007070773,0.700574,0.000015468942,0.000011187175,0.000009865287,0.0003799452,0.26365328,0.0007253682,0.00511223,0.02892179,0.00025903888],"about_ca_topic_score_codex":0.9743118,"about_ca_topic_score_gemma":0.93913925,"teacher_disagreement_score":0.26360345,"about_ca_system_score_codex":0.000024169583,"about_ca_system_score_gemma":0.00013278537,"threshold_uncertainty_score":0.43048242},"labels":[],"label_agreement":null},{"id":"W4378230920","doi":"10.3997/2214-4609.2023101498","title":"A deep-learning inverse Hessian preconditioning for iterative least-squares migration","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hessian matrix; Autoencoder; Algorithm; Iterative method; Inverse problem; Computer science; Deep learning; Inverse; Convergence (economics); Artificial intelligence; Mathematical optimization; Applied mathematics; Mathematics; Mathematical analysis; Geometry","score_opus":0.018573745220313513,"score_gpt":0.2401972831817706,"score_spread":0.2216235379614571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378230920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82469517,0.00017005304,0.09829142,0.0072352043,0.00093836617,0.0010708938,0.00008398898,0.0035083455,0.06400653],"genre_scores_gemma":[0.9857976,0.000027279915,0.0061952495,0.0011519857,0.00008786068,0.000010435413,0.0007815807,0.000004205491,0.005943833],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935675,0.00005041748,0.000119897035,0.00017924322,0.00009922017,0.00019447929],"domain_scores_gemma":[0.9996466,0.00015017689,0.00004764802,0.000062726,0.000039457074,0.000053416297],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022277093,0.00008149826,0.00008211084,0.00015434284,0.0003190127,0.00009561347,0.00007497099,0.000039859347,0.0014701766],"category_scores_gemma":[0.00008260254,0.00006881425,0.00004908857,0.00022037093,0.000036945064,0.00037205504,0.0000048598777,0.00008430743,0.00041263504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076862874,0.000015757003,0.2342403,0.000081586346,0.000045503613,0.0000074801155,0.0065809423,0.024663802,0.00021807803,0.0006269455,0.23804864,0.4953941],"study_design_scores_gemma":[0.00017316805,0.00014252654,0.019595401,0.000027452128,0.0000066409866,0.0000033079064,0.0028000302,0.92712826,0.0018041625,0.0021548467,0.046023753,0.0001404316],"about_ca_topic_score_codex":0.0011127143,"about_ca_topic_score_gemma":0.00055499666,"teacher_disagreement_score":0.90246445,"about_ca_system_score_codex":0.0000039872657,"about_ca_system_score_gemma":0.000016276683,"threshold_uncertainty_score":0.99944264},"labels":[],"label_agreement":null},{"id":"W4378231287","doi":"10.3997/2214-4609.202310841","title":"Velocity model building with deep learning: application to subsea permafros characterization","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Polytechnique Montréal","funders":"","keywords":"Permafrost; Subsea; Classification of discontinuities; Geology; Context (archaeology); Seismology; Remote sensing; Geotechnical engineering; Oceanography; Paleontology","score_opus":0.012212300925369101,"score_gpt":0.21924304485741475,"score_spread":0.20703074393204565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55127686,0.0000021017465,0.44535407,0.00076909404,0.000020852873,0.00012844858,0.000007972613,0.0005670506,0.0018735528],"genre_scores_gemma":[0.989445,0.000016328833,0.0075246613,0.0012506493,0.000028035618,0.0000049008922,0.00048068003,0.0000040571135,0.0012456897],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993681,0.00001824234,0.000083215346,0.0001991132,0.00015854856,0.000172834],"domain_scores_gemma":[0.999738,0.0000183,0.000030379946,0.000100011144,0.00003714652,0.00007617657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016916696,0.00007321777,0.00006813547,0.00011305429,0.00016627682,0.000045580153,0.00010889777,0.000030528732,0.00016060656],"category_scores_gemma":[0.00001352986,0.00005775898,0.000014373819,0.0004174177,0.000018682787,0.00018187218,0.000009037496,0.00007887116,0.00041440385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056366433,0.000010807126,0.23470764,0.000021080432,0.000009318398,0.0000029304908,0.00096931733,0.1421442,0.019122766,0.00033427784,0.0022302284,0.60039103],"study_design_scores_gemma":[0.000045901448,0.00003461631,0.06698687,0.0000047963813,0.000002576872,0.000001656709,0.00007345943,0.9227609,0.0036867205,0.00012686428,0.0061795944,0.00009606686],"about_ca_topic_score_codex":0.00050910225,"about_ca_topic_score_gemma":0.000021272444,"teacher_disagreement_score":0.7806167,"about_ca_system_score_codex":0.0000046491127,"about_ca_system_score_gemma":0.000014545878,"threshold_uncertainty_score":0.5326461},"labels":[],"label_agreement":null},{"id":"W4378675567","doi":"10.1016/j.jappgeo.2023.105069","title":"Application of 1D inverse scattering and projection onto convex sets to inversion of seismic data","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada; University of Calgary","funders":"University of Calgary","keywords":"Inversion (geology); Extrapolation; Nonlinear system; Synthetic data; Inverse; Seismic inversion; Inverse problem; Inverse scattering problem; Scattering; Mathematical analysis; Born approximation; Amplitude; Expression (computer science); Mathematics; Geology; Algorithm; Physics; Geometry; Optics; Computer science; Seismology","score_opus":0.023039539886102748,"score_gpt":0.24642481329072546,"score_spread":0.22338527340462272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378675567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967741,0.00001396436,0.0020334683,0.00031642953,0.00010870075,0.0001579851,0.000040482322,0.000024237152,0.00053063245],"genre_scores_gemma":[0.99722785,0.00007310333,0.0021882805,0.00038088294,0.00005632377,4.2595542e-7,0.000056134653,0.0000034637667,0.000013550679],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923843,0.000015951748,0.0002873449,0.00013686236,0.00021531654,0.00010607875],"domain_scores_gemma":[0.99925864,0.000051620096,0.0003330329,0.0002156491,0.00007686266,0.00006419393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040777124,0.00007781285,0.00019605708,0.0001924954,0.000044046756,0.00001084212,0.00024314004,0.00003560332,0.000009161075],"category_scores_gemma":[0.000012601982,0.00006881008,0.000027459666,0.0003822944,0.00006143065,0.00022470801,0.000056906436,0.00011408776,0.000023641405],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040948833,0.000057839676,0.023030566,0.00035540407,0.00007503946,0.0000032141036,0.002345437,0.0044853115,0.061040696,0.00008351619,0.036669467,0.87144405],"study_design_scores_gemma":[0.0009562065,0.0005107544,0.046462383,0.0002061008,0.00011123177,0.000023220224,0.0031494426,0.85142297,0.07049033,0.008384266,0.017942322,0.00034079902],"about_ca_topic_score_codex":0.0011802462,"about_ca_topic_score_gemma":0.000013174736,"teacher_disagreement_score":0.8711032,"about_ca_system_score_codex":0.000006101585,"about_ca_system_score_gemma":0.00004453992,"threshold_uncertainty_score":0.28059936},"labels":[],"label_agreement":null},{"id":"W4379347843","doi":"10.2118/214442-ms","title":"Massive Geomodel Compression and Rapid Geomodel Generation Using Advanced Autoencoders and Autoregressive Neural Networks","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Autoencoder; Autoregressive model; Computer science; Artificial intelligence; Pattern recognition (psychology); Compression ratio; Compression (physics); Data compression; Artificial neural network; Deep learning; Dimensionality reduction; Reduction (mathematics); Algorithm; Mathematics; Statistics","score_opus":0.033069054083713446,"score_gpt":0.2446106714183596,"score_spread":0.21154161733464616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379347843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94121075,0.0009777776,0.055141553,0.00084874366,0.0003782344,0.00022824279,0.000022131033,0.0004587147,0.00073384406],"genre_scores_gemma":[0.99001783,0.00046891192,0.0079398835,0.001066881,0.0000868281,0.0000013979329,0.00015813699,0.0000060947077,0.00025404166],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900967,0.000062285646,0.00015992991,0.00032874188,0.0001569751,0.00028239927],"domain_scores_gemma":[0.9995853,0.000063285144,0.000075656135,0.00012138867,0.00003767809,0.00011669305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015549937,0.00015223233,0.00015305061,0.00012637477,0.00035642573,0.000094063435,0.000080055586,0.00007998674,0.00014651667],"category_scores_gemma":[0.000014640241,0.0001191644,0.000025659761,0.00013548153,0.00012634644,0.0004487801,0.00003489856,0.00013411662,0.0000052968167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000200713,0.0000029172068,0.0050997585,0.0000086376895,0.0000074639784,0.00001183759,0.0001964174,0.7606695,0.00032800162,0.000019771227,0.006503014,0.22713256],"study_design_scores_gemma":[0.00024742415,0.000049421178,0.0029301203,0.00002332034,0.000010384939,0.000016237876,0.00020909462,0.99547565,0.0002762059,0.00023786163,0.00035583507,0.0001684709],"about_ca_topic_score_codex":0.0012594432,"about_ca_topic_score_gemma":0.0000256703,"teacher_disagreement_score":0.23480606,"about_ca_system_score_codex":0.000004845256,"about_ca_system_score_gemma":0.000017691855,"threshold_uncertainty_score":0.4859383},"labels":[],"label_agreement":null},{"id":"W4380087628","doi":"10.3390/rs15123002","title":"Inverse Scattering Series Internal Multiple Attenuation in the Common-Midpoint Domain","year":2023,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"China Postdoctoral Science Foundation","keywords":"Algorithm; Computer science; Attenuation; Inversion (geology); Time domain; Geology; Optics; Seismology; Physics; Computer vision","score_opus":0.0224238333814658,"score_gpt":0.23419088585889763,"score_spread":0.21176705247743183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380087628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99046254,0.000016257034,0.001208837,0.005595401,0.00023943844,0.00009460835,0.0000035965327,0.0001674065,0.0022119242],"genre_scores_gemma":[0.9922192,0.000028484037,0.005464402,0.002082352,0.00007526684,5.9183622e-9,0.000042188505,0.0000036341087,0.00008446925],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917877,0.00013722078,0.00015637645,0.0001466252,0.00017070817,0.00021032299],"domain_scores_gemma":[0.99960905,0.00014405862,0.00004688934,0.00015924193,0.000013483957,0.000027265507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065005344,0.00008438375,0.000093742165,0.00014386931,0.00014512961,0.000073465504,0.00012563291,0.000032756358,0.000021778693],"category_scores_gemma":[0.00005510681,0.000063565385,0.000036063113,0.00032211567,0.00007724449,0.00017656341,0.000018103792,0.00016108692,0.00021729004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051565385,0.0000037534353,0.04023969,0.000029319603,0.000008947296,0.00023734741,0.005763756,0.0020963952,0.0028494569,0.00000766288,0.013428159,0.93528396],"study_design_scores_gemma":[0.00017291888,0.000028768163,0.032979876,0.00013638819,0.000003258393,0.00014562119,0.0035730375,0.94648975,0.0016880732,0.0034440712,0.0112010185,0.00013721838],"about_ca_topic_score_codex":0.010349846,"about_ca_topic_score_gemma":0.0015454643,"teacher_disagreement_score":0.94439334,"about_ca_system_score_codex":0.000009276281,"about_ca_system_score_gemma":0.000011221367,"threshold_uncertainty_score":0.9962403},"labels":[],"label_agreement":null},{"id":"W4380231007","doi":"10.1190/geo2022-0599.1","title":"Surface-related multiple attenuation based on a self-supervised deep neural network with local wavefield characteristics","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Multiple; Attenuation; Surface (topology); Amplitude; Algorithm; Residual; Function (biology); Convolutional neural network; Subtraction; Artificial neural network; Mathematics; Computer science; Artificial intelligence; Optics; Physics; Geometry; Arithmetic","score_opus":0.010181386594701226,"score_gpt":0.1874659258271401,"score_spread":0.1772845392324389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380231007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99334633,0.000009472103,0.0034987503,0.00065224996,0.00035874304,0.00020452416,0.000035349527,0.00079400686,0.0011005461],"genre_scores_gemma":[0.9955116,0.000008410702,0.0014930053,0.0020838336,0.00010842896,0.0000013886928,0.00069321174,0.000009013804,0.00009109361],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892616,0.00006512567,0.00015793246,0.00024364484,0.0002662613,0.00034084666],"domain_scores_gemma":[0.99935395,0.00023001696,0.000069430826,0.0002209192,0.00004665044,0.00007903826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015687999,0.000155392,0.0001578164,0.00004200459,0.00018875461,0.000042341075,0.00013694014,0.00007357056,0.00013075164],"category_scores_gemma":[0.000014940744,0.00012556349,0.000049542174,0.00051789626,0.000055472578,0.000116618,0.000008862836,0.00020676701,0.000498864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022531743,0.0000624949,0.29592562,0.000043497967,0.000040540363,0.00006844191,0.00050227495,0.40422907,0.00003641447,0.00003339223,0.007786401,0.29104653],"study_design_scores_gemma":[0.00032304224,0.0002099172,0.09150914,0.00002263835,0.000015456482,0.0000014223219,0.000059813203,0.90676713,0.000081257094,0.0001884866,0.00065602054,0.00016569348],"about_ca_topic_score_codex":0.0009509458,"about_ca_topic_score_gemma":0.00002745368,"teacher_disagreement_score":0.502538,"about_ca_system_score_codex":0.000006505351,"about_ca_system_score_gemma":0.00003032527,"threshold_uncertainty_score":0.6412054},"labels":[],"label_agreement":null},{"id":"W4381327949","doi":"10.1190/geo2022-0568.1","title":"Understanding seismic velocity variations of subsea permafrost: A sensitivity study","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Permafrost; Geology; Subsea; Seismology; Seismic velocity; Geotechnical engineering; Oceanography","score_opus":0.07247723681326429,"score_gpt":0.2475188036818418,"score_spread":0.1750415668685775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381327949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865738,0.0000051270035,0.010333228,0.00028272567,0.0002183931,0.00017362226,0.00025839978,0.00026005527,0.0018946426],"genre_scores_gemma":[0.9992988,0.000008271258,0.00017256,0.00020581308,0.00004632005,6.354593e-7,0.00013923041,0.0000031594395,0.00012519165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991891,0.00010062826,0.00012834667,0.0001663832,0.00022465357,0.00019089662],"domain_scores_gemma":[0.9995102,0.00017084744,0.00006379347,0.00017467637,0.000037351285,0.000043100856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040698433,0.00008495993,0.00013748526,0.00009321644,0.0001887298,0.00002310346,0.00008226795,0.000028705213,0.00007414954],"category_scores_gemma":[0.00002932637,0.00008063368,0.000049426668,0.000591228,0.00006169437,0.00014902533,0.000018945091,0.000103142534,0.00018953996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049764414,0.00024365156,0.9278562,0.00006988404,0.00013191663,0.00008750322,0.009084837,0.0079622995,0.0007040086,0.0014435014,0.022609804,0.029756635],"study_design_scores_gemma":[0.00020974492,0.000110300774,0.5749743,0.000012136496,0.000026168978,0.0000027119765,0.0028514557,0.40823367,0.00040550902,0.012766514,0.00025589645,0.00015160258],"about_ca_topic_score_codex":0.0046909535,"about_ca_topic_score_gemma":0.00008126056,"teacher_disagreement_score":0.4002714,"about_ca_system_score_codex":0.000010258058,"about_ca_system_score_gemma":0.000045019755,"threshold_uncertainty_score":0.709135},"labels":[],"label_agreement":null},{"id":"W4381328017","doi":"10.1190/geo2022-0607.1","title":"Characterizing hydraulic fracture growth using distributed acoustic sensing-recorded microseismic reflections","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada); University of Calgary","funders":"Canada First Research Excellence Fund","keywords":"Microseism; Geology; Fracture (geology); Reflection (computer programming); Hydraulic fracturing; Seismology; Acoustics; Time domain; Frequency domain; Computer science; Geotechnical engineering; Physics","score_opus":0.022530830127788587,"score_gpt":0.2490560213080387,"score_spread":0.2265251911802501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381328017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764692,0.000034986253,0.018442301,0.0017807339,0.0009394416,0.00016814757,0.00027329574,0.0011013753,0.00079048],"genre_scores_gemma":[0.9919575,0.000049174163,0.0011937134,0.0052461014,0.00031330364,4.1038874e-7,0.0010490648,0.000011634931,0.00017909025],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883914,0.0000523484,0.0001868632,0.0003020272,0.00018347695,0.0004361656],"domain_scores_gemma":[0.999421,0.00009092135,0.000105065716,0.00021723355,0.00007197167,0.000093815164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012914212,0.00018375933,0.00018955664,0.00013973376,0.00046756244,0.00010484406,0.00015607565,0.00008964625,0.000098923905],"category_scores_gemma":[0.000042203836,0.00017552788,0.000089610105,0.00089540996,0.00007663519,0.00026121343,0.000021769674,0.00027545597,0.0006049759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022523743,0.00017370188,0.038732775,0.00043745508,0.0003822884,0.00048045552,0.004401626,0.03698849,0.40205547,0.000050469767,0.27963868,0.23643336],"study_design_scores_gemma":[0.00045408643,0.00013714713,0.08260057,0.00015045321,0.0001235238,0.000104476814,0.0006652381,0.77379537,0.033772282,0.009783433,0.09740842,0.0010049908],"about_ca_topic_score_codex":0.007520012,"about_ca_topic_score_gemma":0.000019845553,"teacher_disagreement_score":0.73680687,"about_ca_system_score_codex":0.00001652229,"about_ca_system_score_gemma":0.000057725672,"threshold_uncertainty_score":0.999089},"labels":[],"label_agreement":null},{"id":"W4382582922","doi":"10.5539/esr.v12n1p31","title":"Analysis of Joints Patterns in Albian to Santonian Strata on the Eastern Flank of the Abakaliki Anticlinorium: Implications on Paleostress Conditions and Fluid Flow Properties in an Unconventional Petroleum System","year":2023,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Flank; Seismology; Lineament; Structural basin; Anisotropy; Geomorphology; Anatomy; Physics; Tectonics","score_opus":0.09935777946334362,"score_gpt":0.3401624739848199,"score_spread":0.2408046945214763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382582922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967538,0.000009805022,0.0000062961985,0.002135275,0.000042234977,0.00026505644,0.00027294515,0.00001446565,0.00050012476],"genre_scores_gemma":[0.99977916,0.000013157096,0.000019087141,0.00007889012,0.000009853884,0.0000079763995,0.000024648029,0.0000015896176,0.0000656535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980408,0.00030372958,0.00023969886,0.00029823594,0.00079278153,0.0003247474],"domain_scores_gemma":[0.99910897,0.00020201443,0.000046975005,0.00041672174,0.00013332246,0.00009198108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024865076,0.00006973628,0.00013860085,0.0011355215,0.00030076609,0.000088408764,0.000593156,0.00002406609,0.0000750055],"category_scores_gemma":[0.00013215051,0.000040460603,0.00003903598,0.0033687975,0.0005998031,0.0001688682,0.00005481422,0.00018406492,0.000023357246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011542047,0.00002610877,0.99273396,0.00001807406,0.0000066562566,0.0000014837934,0.00045496112,0.003059595,0.0015837671,0.00015876505,0.00003967064,0.0019054277],"study_design_scores_gemma":[0.00005233153,0.00011385549,0.8017079,0.00015578097,0.0000037883008,7.079125e-7,0.0018102366,0.19277717,0.0032944938,0.0000325378,0.000013172507,0.000038009035],"about_ca_topic_score_codex":0.0054783914,"about_ca_topic_score_gemma":0.0060912436,"teacher_disagreement_score":0.19102603,"about_ca_system_score_codex":0.00001003769,"about_ca_system_score_gemma":0.00014991769,"threshold_uncertainty_score":0.82817256},"labels":[],"label_agreement":null},{"id":"W4383164194","doi":"10.3997/2214-4609.2023101539","title":"Estimating Reliable Earth Properties from Simultaneous Inversion of Velocity and Angle-Dependent Reflectivity","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Prospectivity mapping; Geology; Reflectivity; Amplitude; Seismic inversion; Remote sensing; Algorithm; Optics; Computer science; Azimuth; Seismology","score_opus":0.02646911447086079,"score_gpt":0.22610435768050996,"score_spread":0.19963524320964918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383164194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504805,0.00010090606,0.00058382394,0.00025701293,0.00013439746,0.00009099322,0.000022787426,0.0003257547,0.0034362671],"genre_scores_gemma":[0.98814005,0.00004078537,0.010639371,0.00026435617,0.000024687202,3.5764882e-7,0.000024978255,0.0000026771304,0.0008627454],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927276,0.00003898974,0.00013336539,0.00020353295,0.00019186146,0.0001595066],"domain_scores_gemma":[0.999573,0.00016020513,0.000053143955,0.00012285363,0.00003647362,0.00005430436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024844907,0.00008319172,0.00013245142,0.00007708552,0.00013736341,0.000027986334,0.000090227426,0.000047030102,0.00024731568],"category_scores_gemma":[0.0001541638,0.00006254107,0.000020818763,0.00018740834,0.000084838095,0.0001742339,0.000031238986,0.0000918912,0.00008714781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018081952,0.00003990118,0.21853201,0.00015442247,0.000042477095,0.00005524287,0.0018373567,0.02621392,0.011240019,0.000013070262,0.01566249,0.72602826],"study_design_scores_gemma":[0.000106523,0.00007973342,0.0031134773,0.00004429303,0.0000057374655,0.0000021997803,0.00022640571,0.95267296,0.042043857,0.0009493308,0.0006638583,0.00009162617],"about_ca_topic_score_codex":0.030405575,"about_ca_topic_score_gemma":0.00019703004,"teacher_disagreement_score":0.926459,"about_ca_system_score_codex":0.0000027992096,"about_ca_system_score_gemma":0.000023626097,"threshold_uncertainty_score":0.97605103},"labels":[],"label_agreement":null},{"id":"W4383500885","doi":"10.1016/j.geoen.2023.212126","title":"Seismic characterization of fault and fractures in deep buried carbonate reservoirs using CNN-LSTM based deep neural networks","year":2023,"lang":"en","type":"article","venue":"Geoenergy Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Research Centre; University of Regina","funders":"Natural Science Foundation of Heilongjiang Province; National Natural Science Foundation of China","keywords":"Geology; Fault (geology); Seismology; Fracture (geology); Seismic attribute; Carbonate; Carbonate rock; Convolutional neural network; Artificial intelligence; Computer science; Geotechnical engineering; Sedimentary rock","score_opus":0.008535189708457552,"score_gpt":0.20035271720509618,"score_spread":0.19181752749663863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383500885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945108,0.00013586204,0.004846346,0.00016516584,0.00016261467,0.000047272937,0.0000031108464,0.00008135797,0.000047452322],"genre_scores_gemma":[0.9991638,0.000078463134,0.00042206186,0.00026460356,0.00003354358,7.9370545e-7,0.000028022834,0.000003765755,0.000004920242],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990732,0.000015052613,0.0001540249,0.00022897507,0.00021505704,0.00031370015],"domain_scores_gemma":[0.99968976,0.00004597128,0.000043839398,0.00010042039,0.00003838163,0.00008162998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044613203,0.00010356804,0.00012597619,0.0004129544,0.00011451397,0.0000586108,0.0001381102,0.00004766743,0.00001104485],"category_scores_gemma":[0.000058486607,0.00009428956,0.000013442861,0.00096224906,0.00013876775,0.00037979527,0.000026054744,0.000100898054,3.7547886e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054122625,0.0000012558984,0.011902648,0.000012949564,0.0000011472201,0.0000044717544,0.000103391736,0.9691644,0.006653774,0.000003898534,0.000002681235,0.01214399],"study_design_scores_gemma":[0.00008318103,0.000016956521,0.13585569,0.000023872379,0.0000023961925,0.0000037055233,0.000047174504,0.86195123,0.0017392912,0.00001590032,0.0001653987,0.00009523196],"about_ca_topic_score_codex":0.0020946357,"about_ca_topic_score_gemma":0.000030364037,"teacher_disagreement_score":0.12395304,"about_ca_system_score_codex":0.000006997716,"about_ca_system_score_gemma":0.000022035607,"threshold_uncertainty_score":0.38450167},"labels":[],"label_agreement":null},{"id":"W4383890305","doi":"10.1109/tnnls.2023.3288142","title":"Microseismic Signal Reconstruction From Strong Complex Noise Using Low-Rank Structure Extraction and Dual Convolutional Neural Networks","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Neural Networks and Learning Systems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Computer science; Convolutional neural network; Noise (video); Artificial intelligence; Pattern recognition (psychology); SIGNAL (programming language); Thresholding; Generalization; Algorithm; Mathematics","score_opus":0.02115699168433426,"score_gpt":0.22827089141832008,"score_spread":0.2071138997339858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383890305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8333756,0.00045637437,0.16338128,0.00009699332,0.0020296667,0.00022283896,0.00009939474,0.0003218307,0.00001607445],"genre_scores_gemma":[0.9986822,0.00015661393,0.00017056517,0.00016081793,0.00051631586,0.000002457422,0.00018150633,0.000016536404,0.00011298532],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99810356,0.0003773455,0.00036902193,0.000492325,0.00022825805,0.00042946113],"domain_scores_gemma":[0.99913985,0.00034783324,0.0001831511,0.000117864634,0.000050085036,0.00016121675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002466175,0.0002818843,0.00030155893,0.00019997655,0.001119932,0.00026805556,0.00007941836,0.00021276034,0.00022102015],"category_scores_gemma":[0.0000036467393,0.00026422113,0.00008005796,0.00031817405,0.00020599354,0.0004127631,0.0000020678772,0.0010058873,0.0000049127502],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008971696,0.0000052142655,0.0061168824,0.000014843509,0.000029994568,0.000010435197,0.000055428703,0.9190627,0.0006514238,9.166801e-7,0.00018697753,0.07377551],"study_design_scores_gemma":[0.00040077884,0.00010878114,0.0127491485,0.00009232789,0.000048167047,0.00034193692,0.0004538798,0.98523444,0.000039121038,0.0000092046885,0.0002465144,0.00027567532],"about_ca_topic_score_codex":0.004683777,"about_ca_topic_score_gemma":0.00006412708,"teacher_disagreement_score":0.16530666,"about_ca_system_score_codex":0.000019765914,"about_ca_system_score_gemma":0.000015686002,"threshold_uncertainty_score":0.999981},"labels":[],"label_agreement":null},{"id":"W4384070556","doi":"10.1190/geo2023-0006.1","title":"Improving vertical resolution of vintage seismic data by a weakly supervised method based on cycle generative adversarial network","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Discontinuity (linguistics); Vintage; Computer science; Deep learning; Field (mathematics); Function (biology); Generative grammar; Adversarial system; Geology; Artificial intelligence; Mathematics","score_opus":0.021246779017476704,"score_gpt":0.2515927249612994,"score_spread":0.2303459459438227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384070556","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4612916,0.00017921365,0.5208416,0.0032946935,0.0023951342,0.000918879,0.0028687818,0.0012041461,0.007005959],"genre_scores_gemma":[0.973707,0.000016158543,0.020514134,0.002487825,0.00040066201,0.0000018903017,0.0027525448,0.000010377872,0.00010938276],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862325,0.00019015926,0.00019550964,0.0003662783,0.00029757267,0.0003272179],"domain_scores_gemma":[0.9990587,0.00028224612,0.000054298976,0.0004980625,0.000033417724,0.00007323718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055605406,0.00013349124,0.00018850811,0.00005595312,0.00015905213,0.000029391938,0.0003789618,0.0000701436,0.00013430731],"category_scores_gemma":[0.00007532984,0.00012133083,0.00005500283,0.00041811197,0.00007354166,0.00022018731,0.000059120783,0.00017381558,0.00013771479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004985815,0.000094766874,0.0021131122,0.00007154472,0.000057934714,0.000021262567,0.0002878837,0.2433795,0.0071440986,0.00021121184,0.42999262,0.31612748],"study_design_scores_gemma":[0.00029172006,0.00016208722,0.00087104004,0.000021593962,0.000022585642,4.5100464e-7,0.00006039216,0.98993444,0.0040251855,0.0009827855,0.0034901164,0.00013759758],"about_ca_topic_score_codex":0.0054714354,"about_ca_topic_score_gemma":0.000014259808,"teacher_disagreement_score":0.7465549,"about_ca_system_score_codex":0.0000071982104,"about_ca_system_score_gemma":0.00008235461,"threshold_uncertainty_score":0.827121},"labels":[],"label_agreement":null},{"id":"W4384564463","doi":"10.1016/j.ces.2023.119091","title":"Dynamic monitoring of saturation profiles during two phase immiscible displacements in confined sand packs using time-domain analysis of the frequency domain electromagnetic sweeps","year":2023,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Saturation (graph theory); Time domain; Frequency domain; Mechanics; Geology; Multiphase flow; Materials science; Mineralogy; Physics","score_opus":0.006088427435778446,"score_gpt":0.23897974795367993,"score_spread":0.23289132051790148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384564463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999195,0.000050234412,0.00038250108,0.00003358424,0.00008076283,0.00011678542,0.000015922362,0.00005050164,0.0000747341],"genre_scores_gemma":[0.99224377,0.000005086529,0.0077076512,0.0000036262707,0.000008424762,0.0000015135145,0.000014825938,0.0000031667964,0.0000119406395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988055,0.00001771757,0.00027342117,0.00024205232,0.00035732047,0.00030396588],"domain_scores_gemma":[0.99955475,0.00006048503,0.000095835174,0.00020043158,0.000035565525,0.000052958832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042938022,0.000107574066,0.00019454012,0.00045462418,0.00007584626,0.000024613646,0.00034072093,0.000032154974,0.000042930493],"category_scores_gemma":[0.00010616853,0.00008546966,0.000060803908,0.0033865606,0.00020195212,0.00017805885,0.00002996261,0.00011880696,0.0000017852823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007617918,0.000008573952,0.02007651,0.000024040422,0.000011427969,0.0000011602739,0.00015257075,0.012130731,0.9674325,0.0000061557503,0.0000016230896,0.00014710853],"study_design_scores_gemma":[0.00022509148,0.000016476646,0.03145708,0.00006524566,0.00002040676,0.0000011990082,0.000051330335,0.44035798,0.52762824,0.00010066201,4.7938386e-7,0.00007579368],"about_ca_topic_score_codex":0.0003538591,"about_ca_topic_score_gemma":0.0000016324084,"teacher_disagreement_score":0.43980423,"about_ca_system_score_codex":0.000037590973,"about_ca_system_score_gemma":0.000055087745,"threshold_uncertainty_score":0.34853518},"labels":[],"label_agreement":null},{"id":"W4385291848","doi":"10.5281/zenodo.8187745","title":"Meta-Processing: A robust framework for multi-tasks seismic processing","year":2023,"lang":"en","type":"article","venue":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","score_opus":0.03378721049343915,"score_gpt":0.22578359084374636,"score_spread":0.1919963803503072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385291848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977969,0.0012998004,0.011720198,0.005894116,0.00024191319,0.00047942725,0.00002718635,0.0013320777,0.0010362761],"genre_scores_gemma":[0.9479533,0.00030008183,0.051360857,0.00007320285,0.000011728608,2.6483224e-7,0.000002699447,0.000007446983,0.00029045757],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969021,0.000026526082,0.0002792603,0.0011830477,0.000775002,0.0008340661],"domain_scores_gemma":[0.9972475,0.000087882385,0.00053414406,0.0005146564,0.0014286883,0.000187127],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0018662155,0.00030131804,0.0006085036,0.004049701,0.0045744614,0.00009818304,0.0019573965,0.00046766992,0.000011482487],"category_scores_gemma":[0.00034566753,0.00032239445,0.00009020579,0.008826834,0.024677875,0.0011554668,0.0004884075,0.00049618084,0.000004936934],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023389878,0.0002519712,0.17295918,0.00094521994,0.0004215768,0.00038861917,0.008358307,0.0006109661,0.09009595,0.0071906196,0.0013495693,0.71719414],"study_design_scores_gemma":[0.0030023826,0.0016542005,0.01631087,0.001874944,0.0018411393,0.00070651266,0.2010027,0.61479723,0.105315045,0.021061368,0.02999922,0.0024343773],"about_ca_topic_score_codex":0.0013255941,"about_ca_topic_score_gemma":0.000056464174,"teacher_disagreement_score":0.71475977,"about_ca_system_score_codex":0.00007269461,"about_ca_system_score_gemma":0.0009033013,"threshold_uncertainty_score":0.9999228},"labels":[],"label_agreement":null},{"id":"W4385548123","doi":"10.1190/geo2023-0101.1","title":"Simultaneous waveform inversion of seismic-while-drilling data for P-wave velocity, density, and source parameters","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inversion (geology); Geology; Computer science; Algorithm; Geodesy; Seismology; Tectonics","score_opus":0.04417701475795536,"score_gpt":0.23431440410093604,"score_spread":0.1901373893429807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385548123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98899525,0.00003848587,0.009424082,0.00039040795,0.00021735916,0.00021983236,0.00029647266,0.00019619729,0.00022189406],"genre_scores_gemma":[0.9910131,0.00012357961,0.006825491,0.0008165705,0.0000635191,5.1411683e-7,0.0009206596,0.000006966862,0.00022961208],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990568,0.000021653044,0.0001651933,0.000305816,0.0001909043,0.000259606],"domain_scores_gemma":[0.99893457,0.00046358618,0.00009646683,0.00037766877,0.000056436507,0.00007127854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026787198,0.000122065954,0.00019027184,0.00008224165,0.00016902226,0.00003280891,0.00023846758,0.00005164746,0.000009390174],"category_scores_gemma":[0.00009711421,0.00011056207,0.000043358017,0.00023902985,0.00012441161,0.00020614448,0.00013002272,0.000096380485,0.00004058838],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087411965,0.000019042529,0.005938335,0.00020422578,0.000054267675,0.000018165434,0.00081368093,0.008258282,0.0002543372,0.000031954172,0.020957354,0.96336293],"study_design_scores_gemma":[0.00018085074,0.00008249474,0.00068159547,0.00003217842,0.00002595155,0.0000062388326,0.00029552256,0.98169386,0.0029925213,0.00440422,0.009456601,0.00014793519],"about_ca_topic_score_codex":0.0028018178,"about_ca_topic_score_gemma":0.000021001224,"teacher_disagreement_score":0.9734356,"about_ca_system_score_codex":0.0000040076134,"about_ca_system_score_gemma":0.000028277278,"threshold_uncertainty_score":0.45085904},"labels":[],"label_agreement":null},{"id":"W4385608455","doi":"10.1007/978-981-99-1964-2_41","title":"The Application of Reliability Analysis Technology for Improved Resolution of Seismic Data in M Formation of S Block in Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Springer series in geomechanics and geoengineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Block (permutation group theory); Frequency analysis; Resolution (logic); Seismology; Seismic analysis; Computer science; Geology; Data mining; Algorithm; Geotechnical engineering; Artificial intelligence; Mathematics","score_opus":0.008727403248853292,"score_gpt":0.1895413179887089,"score_spread":0.1808139147398556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385608455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55034006,0.014995085,0.40641716,0.0053417073,0.002306237,0.009078861,0.008095749,0.00041286176,0.0030122595],"genre_scores_gemma":[0.9968099,0.0015833458,0.0012348088,0.0000063851157,0.000005653633,0.000006613287,0.00019745665,0.000006535932,0.00014931176],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990478,0.000005919032,0.00050691643,0.00020092972,0.000095066476,0.00014335463],"domain_scores_gemma":[0.99919844,0.00009448128,0.00022493179,0.00041872382,0.000050609855,0.000012824227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062377815,0.00010561121,0.00030761288,0.0004892014,0.000019134086,0.0000035905668,0.00026610406,0.00009485121,0.0000013943328],"category_scores_gemma":[0.000068683,0.000097101576,0.000027102658,0.00032914215,0.000031095024,0.00009483505,0.00007376291,0.00015031642,6.418558e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003207725,0.000021495778,0.013193904,0.002849175,0.00021104075,0.0000031924972,0.0003380209,0.62623847,0.000689148,0.02157152,0.00009764984,0.3344656],"study_design_scores_gemma":[0.00008603666,0.00002840716,0.00094985997,0.00008802504,0.000024274204,5.5546246e-7,0.00010431058,0.9869426,0.0005720195,0.00821016,0.0029067462,0.00008704478],"about_ca_topic_score_codex":0.33474377,"about_ca_topic_score_gemma":0.5475534,"teacher_disagreement_score":0.4464698,"about_ca_system_score_codex":0.000035289297,"about_ca_system_score_gemma":0.00009053815,"threshold_uncertainty_score":0.6696862},"labels":[],"label_agreement":null},{"id":"W4385628870","doi":"10.1190/geo2023-0066.1","title":"Field assessment of elastic full-waveform inversion of combined accelerometer and distributed acoustic sensing data in a vertical seismic profile configuration","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carbon Management Canada; Chevron (Canada); Geoscience BC; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geophone; Geology; Distributed acoustic sensing; Vertical seismic profile; Environmental geology; Accelerometer; Inversion (geology); Regional geology; Borehole; Acoustics; Remote sensing; Computer science; Seismology; Fiber optic sensor; Optical fiber; Telecommunications; Geotechnical engineering; Tectonics","score_opus":0.026468221057048474,"score_gpt":0.2599324292641023,"score_spread":0.23346420820705385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385628870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888936,0.0000047553895,0.010332279,0.00020942985,0.0000878783,0.00012477276,0.00012678099,0.000037412243,0.00018307289],"genre_scores_gemma":[0.99817383,0.000020443194,0.00047019045,0.000121263256,0.000011527162,2.5916864e-7,0.0011902093,0.0000020801476,0.000010201042],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929416,0.00003408736,0.00019755938,0.00016269177,0.00017025722,0.0001412225],"domain_scores_gemma":[0.99942994,0.00023543382,0.000056615827,0.00020861579,0.00003586297,0.0000335117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017197109,0.00007356172,0.00015979144,0.000088453,0.000035037556,0.000013122439,0.00011578511,0.000044996756,0.000058290218],"category_scores_gemma":[0.00007348038,0.000064510525,0.000016225169,0.00032301125,0.00006238097,0.00019067695,0.000052042225,0.00010259227,0.000012221139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010942054,0.0003766562,0.33957055,0.0020978197,0.00020755637,0.000101114885,0.0016832394,0.008279011,0.108861506,0.0003595316,0.02925819,0.50811064],"study_design_scores_gemma":[0.00024373947,0.00024164526,0.09383596,0.000064806685,0.000016160364,0.0000012074296,0.00015032662,0.90017635,0.0045452258,0.00063125225,0.000026621825,0.00006672367],"about_ca_topic_score_codex":0.0012582821,"about_ca_topic_score_gemma":0.000019856938,"teacher_disagreement_score":0.8918973,"about_ca_system_score_codex":0.000004984919,"about_ca_system_score_gemma":0.000045652905,"threshold_uncertainty_score":0.2630663},"labels":[],"label_agreement":null},{"id":"W4385638436","doi":"10.1016/j.enggeo.2023.107255","title":"An integrated machine learning framework with uncertainty quantification for three-dimensional lithological modeling from multi-source geophysical data and drilling data","year":2023,"lang":"en","type":"article","venue":"Engineering Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"National Key Research and Development Program of China; China Geological Survey; Hebei GEO University","keywords":"Machine learning; Artificial intelligence; Uncertainty quantification; Hyperparameter; Context (archaeology); Drilling; Bayesian inference; Geophysics; Geology; Computer science; Bayesian probability; Engineering","score_opus":0.057764098944224775,"score_gpt":0.2664834752151824,"score_spread":0.20871937627095763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385638436","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40813327,0.00012831816,0.59085304,0.00019381149,0.00008145444,0.00007583113,0.00017992662,0.0003537095,6.6920427e-7],"genre_scores_gemma":[0.8417277,0.000017831044,0.14466931,0.000089055386,0.000087775225,0.0000018548444,0.013384748,0.000008506995,0.000013255462],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886626,0.000046473262,0.00015467161,0.00057652564,0.00010139806,0.00025464702],"domain_scores_gemma":[0.99881434,0.00049308763,0.00003981602,0.0005449006,0.000033835273,0.00007402552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004576686,0.00014075937,0.00018416553,0.00008424106,0.00015316217,0.000040371226,0.00047785294,0.00011544251,0.00004006822],"category_scores_gemma":[0.00033590416,0.00010811322,0.000011274722,0.00017194812,0.000066934736,0.00021458491,0.00009671381,0.000360377,0.000014614092],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051786694,0.000008879068,0.030249914,0.000006987394,0.000017709717,0.000004539637,0.0000651248,0.95095694,0.00009396021,0.000020836858,0.00007656251,0.018446738],"study_design_scores_gemma":[0.00016939412,0.00009662722,0.006654113,0.000030796426,0.000015544894,0.000007247953,0.00005509087,0.98975533,0.000012620461,0.00020808118,0.002843462,0.0001516896],"about_ca_topic_score_codex":0.006327086,"about_ca_topic_score_gemma":0.00020961597,"teacher_disagreement_score":0.44618368,"about_ca_system_score_codex":0.0000027063443,"about_ca_system_score_gemma":0.000018459663,"threshold_uncertainty_score":0.95647043},"labels":[],"label_agreement":null},{"id":"W4385695886","doi":"10.1109/tgrs.2023.3303449","title":"Parametric Convolutional Dictionary Learning and its Applications to Seismic Data Processing","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; China Scholarship Council","keywords":"Computer science; Convolution (computer science); Deconvolution; Pattern recognition (psychology); Artificial intelligence; Filter (signal processing); Convolutional neural network; Waveform; Algorithm; K-SVD; Parametric statistics; Superposition principle; Wavelet; Signal reconstruction; Basis function; Signal processing; Sparse approximation; Mathematics; Computer vision; Digital signal processing; Artificial neural network","score_opus":0.03579242087980563,"score_gpt":0.27275838409424213,"score_spread":0.2369659632144365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385695886","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08761161,0.0002464125,0.90932924,0.0015905934,0.00021027759,0.00022670662,0.000056784174,0.00037963322,0.0003487373],"genre_scores_gemma":[0.9827142,0.0006024081,0.015065457,0.00074018637,0.00004066617,1.7448559e-7,0.000029081433,0.0000045164165,0.0008033441],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988788,0.000039682865,0.00013836188,0.0004564302,0.0002361972,0.00025055237],"domain_scores_gemma":[0.99947846,0.00016053178,0.000038293165,0.00013699936,0.00004553227,0.00014018825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037280095,0.00010622467,0.00009729687,0.00043478797,0.0011088668,0.00009832866,0.00012543623,0.000048290036,0.0000148250965],"category_scores_gemma":[0.000022711272,0.00009682366,0.000015890864,0.001315711,0.00013505772,0.00033710618,0.000004347943,0.00021181101,0.00008977824],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056855297,0.0000030740887,0.00003306064,0.000011470777,0.000002373555,0.000002656019,0.00007450921,0.0028666332,0.0001396719,7.5192133e-7,0.00012340787,0.9967367],"study_design_scores_gemma":[0.00006467063,0.00004685957,0.0013633833,0.000051832943,0.000010954961,0.000086765984,0.00029219186,0.98302966,0.00043261246,0.00015429723,0.014337301,0.00012946277],"about_ca_topic_score_codex":0.0007415472,"about_ca_topic_score_gemma":0.000017294291,"teacher_disagreement_score":0.99660724,"about_ca_system_score_codex":0.000006749064,"about_ca_system_score_gemma":0.000057161353,"threshold_uncertainty_score":0.8528619},"labels":[],"label_agreement":null},{"id":"W4385732800","doi":"10.1190/geo2023-0073.1","title":"Hydraulic fracturing distributed acoustic sensing monitoring data source mechanism inversion: A Hessian-based method","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Key Research and Development Program of China","keywords":"Hessian matrix; Microseism; Azimuth; Inversion (geology); Hydraulic fracturing; Geology; Computer science; Algorithm; Acoustics; Geometry; Seismology; Mathematics; Physics; Applied mathematics; Geotechnical engineering","score_opus":0.03648252853052938,"score_gpt":0.2667138115929013,"score_spread":0.23023128306237192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385732800","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24458225,0.0000690695,0.7500781,0.0012860168,0.0011443472,0.0002206765,0.0003418174,0.0018096876,0.00046805115],"genre_scores_gemma":[0.9775084,0.000017442875,0.019808758,0.00089262443,0.00036067443,4.6821708e-7,0.0012820397,0.000012785096,0.00011680498],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984096,0.000106867345,0.00018627946,0.00047020245,0.00037312307,0.0004539109],"domain_scores_gemma":[0.99869764,0.00033862144,0.00010440768,0.0006889612,0.000037165457,0.00013323007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044839203,0.00019650784,0.00020853187,0.00012525187,0.00039399782,0.00011077388,0.0005014608,0.00008504453,0.00006622034],"category_scores_gemma":[0.00008534749,0.00018572276,0.000060906288,0.00065393467,0.000044613036,0.00033911204,0.00010256086,0.00028414885,0.00046239136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004595555,0.000028004872,0.00570152,0.00015936929,0.00007235507,0.00016494926,0.00047453708,0.07381362,0.0040652854,0.000014921907,0.022106037,0.89335346],"study_design_scores_gemma":[0.0001660348,0.000027383949,0.002948531,0.000087343695,0.000037781778,0.000004969784,0.0003931562,0.9693969,0.01373586,0.002405247,0.010541449,0.0002553603],"about_ca_topic_score_codex":0.0031212594,"about_ca_topic_score_gemma":0.000005881117,"teacher_disagreement_score":0.8955833,"about_ca_system_score_codex":0.000012610218,"about_ca_system_score_gemma":0.00006722122,"threshold_uncertainty_score":0.7573554},"labels":[],"label_agreement":null},{"id":"W4385743530","doi":"10.4095/332078","title":"Near real-time processing of NRCan riometer data","year":2023,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Riometer; Computer science; Real-time computing; Geology; Geophysics; Ionosphere","score_opus":0.13703362293837407,"score_gpt":0.33170360481363154,"score_spread":0.19466998187525747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385743530","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032351094,0.0006854627,0.0001039794,0.00045002543,0.0008773066,0.0002831995,0.0016028346,0.0010289114,0.9917332],"genre_scores_gemma":[0.051407166,0.018326288,0.07314622,0.0016275527,0.0021255666,0.000004404871,0.04872511,0.00015123643,0.80448645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979895,0.000039998617,0.00040168432,0.0004821033,0.0008225129,0.00026421537],"domain_scores_gemma":[0.9985303,0.00009628893,0.0002855983,0.0008294574,0.00017763521,0.000080683305],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012327271,0.00019214538,0.0004011363,0.00024808472,0.000099162164,0.00009265137,0.0008501041,0.0001809504,0.0047159116],"category_scores_gemma":[0.00018408531,0.00014594437,0.000062921434,0.00042107876,0.00016362141,0.00024333928,0.000099280434,0.00021012225,0.00073795306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029439416,0.0000035373341,0.0031286015,0.00015564653,0.000016859563,0.00001044016,0.000019636476,0.0000033533431,0.0000063420543,1.2435132e-7,0.7047494,0.2919031],"study_design_scores_gemma":[0.000053048196,0.00006183616,0.0033492704,0.00031738533,0.000060466184,0.000030458377,0.000039763534,0.07271107,0.00017492469,0.00009046613,0.9228168,0.00029446956],"about_ca_topic_score_codex":0.08873073,"about_ca_topic_score_gemma":0.00014704272,"teacher_disagreement_score":0.29160863,"about_ca_system_score_codex":0.000008289981,"about_ca_system_score_gemma":0.0010541199,"threshold_uncertainty_score":0.9961939},"labels":[],"label_agreement":null},{"id":"W4385749285","doi":"10.1190/geo2023-0149.1","title":"Automated seismic semantic segmentation using attention U-Net","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Segmentation; Convolutional neural network; Deep learning; Residual; Workflow; Facies; Artificial intelligence; Hyperparameter; Data set; Geology; Algorithm; Database","score_opus":0.020717419880395403,"score_gpt":0.2493797760931485,"score_spread":0.22866235621275308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385749285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959658,0.000014457488,0.0013533444,0.00017088697,0.00035427112,0.000094393195,0.000022962033,0.001447277,0.0005766521],"genre_scores_gemma":[0.9975989,0.00002081211,0.0009101635,0.0005810791,0.00007745916,5.4880434e-7,0.00046160477,0.0000043013374,0.00034511724],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993251,0.000036494876,0.000113019865,0.00015497603,0.00016853002,0.00020187808],"domain_scores_gemma":[0.99974704,0.00002518514,0.000054702843,0.00011140821,0.00002526991,0.000036381112],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001249849,0.000082171246,0.000081444516,0.00009324395,0.0001523754,0.000045494366,0.0000828571,0.00003259008,0.00010799516],"category_scores_gemma":[0.0000058182145,0.00007828274,0.000040049697,0.0004589892,0.00003169,0.00022570591,0.000009215576,0.000061060025,0.0014781525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040067735,0.00005847121,0.27602535,0.0002233069,0.00010374399,0.00008246444,0.0011536409,0.104087405,0.031220535,0.000069774534,0.16594101,0.42099422],"study_design_scores_gemma":[0.0000897717,0.000021229333,0.0765261,0.000018196726,0.000012310922,0.000004155628,0.00014253613,0.9202615,0.0010225804,0.0011220585,0.00068070926,0.0000988649],"about_ca_topic_score_codex":0.0031269984,"about_ca_topic_score_gemma":0.000004699135,"teacher_disagreement_score":0.8161741,"about_ca_system_score_codex":0.000005956731,"about_ca_system_score_gemma":0.000020338342,"threshold_uncertainty_score":0.9992993},"labels":[],"label_agreement":null},{"id":"W4386499628","doi":"10.56952/arma-2023-0420","title":"Stochastic Homogenization of the Elastic Properties of Highly Anisotropic Shales","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transverse isotropy; Homogenization (climate); Anisotropy; Geology; Isotropy; Oil shale; Geotechnical engineering; Monte Carlo method; Mechanics; Materials science; Physics","score_opus":0.01949023026360445,"score_gpt":0.19163496693234286,"score_spread":0.17214473666873842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386499628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99600744,0.00013002646,0.0015706203,0.00038046797,0.00015259224,0.00010093281,0.000013578609,0.0001093804,0.001534981],"genre_scores_gemma":[0.9989774,0.000014249293,0.00013924566,0.000093224924,0.00001177373,3.843229e-7,0.0000070359206,0.0000015169089,0.0007551485],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995435,0.000025768282,0.00012587123,0.0000728791,0.00014701676,0.00008496026],"domain_scores_gemma":[0.99974525,0.000032529533,0.000053399173,0.000113467686,0.000040694456,0.000014643642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007245463,0.00004572935,0.00007479303,0.000064014515,0.000051581977,0.0000057922825,0.00015031968,0.000020075744,0.00020219584],"category_scores_gemma":[0.0000596326,0.00002508743,0.00003133811,0.00032521243,0.000115229166,0.000059248126,0.000012943002,0.000030145067,0.00004706433],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013982988,0.00010786034,0.6572831,0.00077848206,0.00013736745,0.0000038846997,0.003446962,0.07699357,0.06476705,0.0038285651,0.057196643,0.13531667],"study_design_scores_gemma":[0.00032274687,0.0002604566,0.28537107,0.00026866753,0.000051241437,0.000007141127,0.0011272944,0.42982107,0.27810436,0.0029478213,0.0014701529,0.00024797133],"about_ca_topic_score_codex":0.0011967677,"about_ca_topic_score_gemma":0.000027031369,"teacher_disagreement_score":0.37191206,"about_ca_system_score_codex":0.0000011299647,"about_ca_system_score_gemma":0.000027214106,"threshold_uncertainty_score":0.22139026},"labels":[],"label_agreement":null},{"id":"W4386565176","doi":"10.2172/1855768","title":"Robust Carbon Dioxide Plume Imaging Using Joint Tomographic Inversion of Seismic Onset Time and Distributed Pressure and Temperature Measurements (Final Report)","year":2022,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plume; Inversion (geology); Geology; Carbon dioxide; Joint (building); Tomographic reconstruction; Seismic tomography; Seismology; Geophysics; Tomography; Meteorology; Mantle (geology); Physics; Optics; Chemistry; Engineering; Structural engineering","score_opus":0.0498888734939879,"score_gpt":0.2316146249900825,"score_spread":0.1817257514960946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386565176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97010726,0.016539678,0.00006718432,0.00062399387,0.00095016166,0.0009135188,0.002070774,0.00038043372,0.008346972],"genre_scores_gemma":[0.9914439,0.0012645472,0.001257808,0.00030307655,0.00009787647,0.0000025211948,0.0028756654,0.000026589129,0.00272807],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99671817,0.00020957571,0.00068101805,0.0007718053,0.0012376156,0.00038180687],"domain_scores_gemma":[0.9984174,0.00005592081,0.00065296254,0.00042633642,0.00026556812,0.00018184299],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015699457,0.0004282103,0.00070116314,0.00048196263,0.00029393533,0.000080993086,0.00019761357,0.0001940076,0.0008325091],"category_scores_gemma":[0.00017839475,0.00037630365,0.00013604459,0.00037363757,0.00026331976,0.00020396302,0.0001327028,0.00068929046,7.1010345e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104993,0.00005360595,0.89901114,0.0009249724,0.0004474416,0.0006991145,0.0001344628,0.0037937106,0.0021615762,2.0988865e-7,0.08785033,0.004818458],"study_design_scores_gemma":[0.0015749873,0.00039698675,0.15430711,0.0024424593,0.0025193365,0.0117413,0.0007812849,0.7411859,0.0063132513,0.00029928496,0.07559313,0.0028449479],"about_ca_topic_score_codex":0.05636068,"about_ca_topic_score_gemma":0.00006957668,"teacher_disagreement_score":0.744704,"about_ca_system_score_codex":0.000038428174,"about_ca_system_score_gemma":0.000489367,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W4386644858","doi":"10.5194/se-14-1005-2023","title":"Natural fracture patterns at Swift Reservoir anticline, NW Montana: the influence of structural position and lithology from multiple observation scales","year":2023,"lang":"en","type":"article","venue":"Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emissions Reduction Alberta","funders":"Natural Environment Research Council; University of Aberdeen","keywords":"Geology; Anticline; Hinge; Fracture (geology); Fold (higher-order function); Lithology; Seismology; Orientation (vector space); Petrology; Perpendicular; Geodesy; Geometry; Geotechnical engineering; Tectonics","score_opus":0.012451561188637154,"score_gpt":0.23826927559618827,"score_spread":0.2258177144075511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386644858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971644,0.00025091,0.000019472014,0.0020107478,0.0001310298,0.00011125114,0.0001952479,0.00009538132,0.000021531438],"genre_scores_gemma":[0.99746597,0.00010876516,0.000380143,0.001401649,0.000059278675,6.270631e-7,0.0005049573,0.0000030787835,0.00007554739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992161,0.000082916085,0.00017026353,0.00018826393,0.00016681939,0.00017564789],"domain_scores_gemma":[0.9994231,0.00022216007,0.000091870555,0.00017440757,0.000051237792,0.000037231264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013738842,0.00009700664,0.000132447,0.00005422689,0.0001971885,0.000028875142,0.00014604078,0.00006634313,0.00006939145],"category_scores_gemma":[0.000081681595,0.0000635701,0.00003297071,0.00015440342,0.00012777891,0.00024145782,0.000031774038,0.00015604803,0.000024256946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036952773,0.000001328807,0.99228925,0.000009906715,0.000008551107,0.0000065829577,0.00039107827,0.0026279786,0.0019657968,0.000002386435,0.0007194102,0.001940775],"study_design_scores_gemma":[0.00013218404,0.000039208495,0.91122216,0.000025424793,0.0000066095345,0.000007794361,0.0001405845,0.0821623,0.00520148,0.00064287777,0.00034579638,0.000073588395],"about_ca_topic_score_codex":0.012823605,"about_ca_topic_score_gemma":0.0025164948,"teacher_disagreement_score":0.0810671,"about_ca_system_score_codex":0.000002370892,"about_ca_system_score_gemma":0.0000094923225,"threshold_uncertainty_score":0.9937501},"labels":[],"label_agreement":null},{"id":"W4386724941","doi":"10.1016/j.geoen.2023.212331","title":"A novel genetic inversion workflow based on spectral decomposition and convolutional neural networks for sand prediction in Xihu Sag of East China Sea","year":2023,"lang":"en","type":"article","venue":"Geoenergy Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"China Scholarship Council; National Natural Science Foundation of China; University of Calgary; Stanford University","keywords":"China sea; Convolutional neural network; Workflow; China; Inversion (geology); Artificial intelligence; Decomposition; Computer science; Geology; Pattern recognition (psychology); Paleontology; Oceanography; Biology; Geography; Archaeology; Ecology","score_opus":0.00768766309637448,"score_gpt":0.18600513388410647,"score_spread":0.178317470787732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386724941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97824854,0.0000723154,0.021049548,0.00018684404,0.00020776433,0.00008148761,0.000023951545,0.000068078974,0.00006146104],"genre_scores_gemma":[0.99690247,0.00002750741,0.0028647715,0.00010998466,0.00004402345,0.0000019833353,0.00004027816,0.0000021653743,0.000006804756],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992985,0.0000057268353,0.000107648906,0.00019362805,0.00017003028,0.00022443151],"domain_scores_gemma":[0.99978626,0.00004388784,0.000023700411,0.000055864344,0.00002164224,0.00006862097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029620217,0.0000760538,0.000080963684,0.00029804857,0.00011645076,0.000029832694,0.00006968243,0.00003256665,0.000009821156],"category_scores_gemma":[0.000026101112,0.00007096947,0.000015879274,0.00048924435,0.000106321146,0.00017813769,0.000009630287,0.00006173238,4.1666576e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023933055,0.000004719837,0.031320658,0.000013301103,0.0000010857214,8.964224e-7,0.000034447676,0.9480804,0.0012085409,0.000015770733,0.00013281105,0.01916341],"study_design_scores_gemma":[0.00016810506,0.0000717657,0.36603162,0.000033224427,0.000001607069,0.0000037791483,0.000009576262,0.6332712,0.00029376952,0.000023436356,0.00004620685,0.000045713514],"about_ca_topic_score_codex":0.0005525725,"about_ca_topic_score_gemma":0.0000151569875,"teacher_disagreement_score":0.33471096,"about_ca_system_score_codex":0.000010168436,"about_ca_system_score_gemma":0.000024701296,"threshold_uncertainty_score":0.2894051},"labels":[],"label_agreement":null},{"id":"W4387169346","doi":"10.1190/geo2022-0752.1","title":"Robust quantitative estimation of the seismic attenuation from shallow geotechnical borehole VSP data","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Institut National de la Recherche Scientifique","funders":"Électricité de France","keywords":"Borehole; Geology; Amplitude; Attenuation; Synthetic data; Scaling; Seismology; Geodesy; Inversion (geology); Geotechnical engineering; Algorithm; Mathematics; Geometry; Physics; Optics; Tectonics","score_opus":0.06970967714173316,"score_gpt":0.262729621064479,"score_spread":0.19301994392274585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387169346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97617763,0.00005562048,0.019551173,0.002026527,0.00032428242,0.00017257614,0.0009065466,0.00023069224,0.00055492297],"genre_scores_gemma":[0.9930329,0.000026113199,0.0041897935,0.0005078211,0.000047759437,8.009837e-7,0.002091269,0.000003686052,0.00009985986],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999169,0.00006055559,0.00015727304,0.00021976592,0.00025887918,0.00013451856],"domain_scores_gemma":[0.99912095,0.00017883422,0.000108523105,0.0005325502,0.000034985762,0.000024175459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023891678,0.00007937313,0.00010709621,0.000037814025,0.00011400359,0.000023365652,0.0005129967,0.000046167443,0.00007079908],"category_scores_gemma":[0.00010377568,0.000058317946,0.000038669692,0.00042272345,0.00010713122,0.00029393195,0.00007634173,0.0001262249,0.00030444705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043529933,0.000048764112,0.023813544,0.000039639708,0.00005677333,0.0000044765666,0.0010066266,0.51725525,0.00043402196,0.00056985783,0.10941446,0.34731302],"study_design_scores_gemma":[0.00006558829,0.000022232716,0.13103883,0.000027256065,0.000014622621,3.1746686e-7,0.00013723044,0.857316,0.00054147886,0.009585313,0.001184756,0.00006634251],"about_ca_topic_score_codex":0.008466269,"about_ca_topic_score_gemma":0.000043334196,"teacher_disagreement_score":0.34724668,"about_ca_system_score_codex":0.0000034215145,"about_ca_system_score_gemma":0.00004228547,"threshold_uncertainty_score":0.99813646},"labels":[],"label_agreement":null},{"id":"W4387694411","doi":"10.4043/32765-ms","title":"Static Modelling and Fault Seal Analysis of the Migrant Rollover Structure, Sable Subbasin, Offshore Nova Scotia, Canada","year":2023,"lang":"en","type":"article","venue":"Offshore Technology Conference Brasil","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Fault (geology); Petrology; Cretaceous; Structural basin; Submarine pipeline; Drilling; Seismology; Pebble; Tectonics; Geotechnical engineering; Geomorphology; Paleontology; Engineering","score_opus":0.017766959243180398,"score_gpt":0.21735726906076044,"score_spread":0.19959030981758005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387694411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99420744,0.00017880127,0.00039559,0.0038680723,0.00017915077,0.00016957104,0.00041993242,0.00018131382,0.0004001547],"genre_scores_gemma":[0.9983645,0.000053629232,0.0006635571,0.0005474886,0.000008621642,6.349033e-7,0.00012926098,0.0000060503553,0.0002262426],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984265,0.000052832278,0.00032433463,0.00040042927,0.00037856135,0.00041734942],"domain_scores_gemma":[0.99902123,0.000114355775,0.0001621413,0.00049369293,0.00013573816,0.00007282388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018513847,0.00021280689,0.00042626608,0.0005571277,0.00014961288,0.000036186968,0.00058710267,0.00018195463,0.00060566945],"category_scores_gemma":[0.00005957976,0.00015328954,0.000074817945,0.0025258826,0.0005008275,0.0001100477,0.000067567096,0.00033576705,0.000009259886],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017022512,0.0000068506133,0.95255244,0.000032251428,0.00024562288,0.000013207254,0.00018487447,0.015454665,0.00014547023,0.00031713964,0.014794094,0.016236361],"study_design_scores_gemma":[0.00021898812,0.000049260743,0.23599097,0.000059682752,0.00034203762,0.000013718446,0.0012003648,0.7494591,0.006819529,0.0031432656,0.002393906,0.00030918745],"about_ca_topic_score_codex":0.548341,"about_ca_topic_score_gemma":0.71601295,"teacher_disagreement_score":0.73400444,"about_ca_system_score_codex":0.000016053384,"about_ca_system_score_gemma":0.00042140312,"threshold_uncertainty_score":0.66316557},"labels":[],"label_agreement":null},{"id":"W4387777561","doi":"10.5194/gchron-2023-24","title":"Solving crustal heat transfer for thermochronology using physics-informed neural networks","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermochronology; Geology; Artificial neural network; Fission track dating; Crust; Boundary (topology); Advection; Field (mathematics); Inverse problem; Tectonics; Geophysics; Computer science; Seismology; Physics; Artificial intelligence; Mathematics; Mathematical analysis; Thermodynamics","score_opus":0.061709143271514444,"score_gpt":0.27450736880113835,"score_spread":0.2127982255296239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387777561","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15838577,0.0005420917,0.8286273,0.0012314441,0.004383721,0.0012493976,0.00022854567,0.0015977775,0.0037539892],"genre_scores_gemma":[0.99067676,0.00012383983,0.0055851606,0.0018926888,0.0006714283,0.000008335777,0.00067415024,0.000021705828,0.00034591721],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851805,0.000041225147,0.00030450025,0.00044423938,0.00014564992,0.00054632634],"domain_scores_gemma":[0.9993091,0.00023512584,0.000027679422,0.00028876762,0.000053396212,0.00008589525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020120505,0.00029069645,0.0003577544,0.00010264698,0.0002178403,0.00012202123,0.0003666405,0.00030989893,0.0006077448],"category_scores_gemma":[0.000020107254,0.00024324037,0.00025350243,0.000098507895,0.0001418042,0.00015905188,0.000060698694,0.00047760078,0.000021855289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121373436,0.00001675525,0.0076712146,0.00028198882,0.0001454007,0.0000128729225,0.0005034765,0.779165,0.0000641961,0.00012671814,0.02208864,0.18980235],"study_design_scores_gemma":[0.00018191712,0.00006277276,0.0005573593,0.000058863683,0.000037965332,0.0000065988324,0.00014349671,0.995605,0.00049689517,0.0017323392,0.0008027367,0.0003140421],"about_ca_topic_score_codex":0.011154477,"about_ca_topic_score_gemma":0.00024499104,"teacher_disagreement_score":0.832291,"about_ca_system_score_codex":0.000019327235,"about_ca_system_score_gemma":0.000143127,"threshold_uncertainty_score":0.99543035},"labels":[],"label_agreement":null},{"id":"W4387789689","doi":"10.1109/tgrs.2023.3325324","title":"Unsupervised Deep Learning for Ground Roll and Scattered Noise Attenuation","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; China Scholarship Council; National Natural Science Foundation of China","keywords":"Computer science; Attenuation; Deep learning; Noise (video); Artificial intelligence; Similarity (geometry); Energy (signal processing); Generator (circuit theory); SIGNAL (programming language); Synthetic data; Pattern recognition (psychology); Noise reduction; Field (mathematics); Machine learning; Power (physics); Image (mathematics); Physics; Optics; Mathematics","score_opus":0.021191592778288148,"score_gpt":0.23391212825308852,"score_spread":0.21272053547480038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387789689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5374091,0.000036672904,0.46088737,0.00089583674,0.00028909798,0.00014958627,0.0000068697104,0.00018435618,0.00014104972],"genre_scores_gemma":[0.98670065,0.0002736544,0.011810492,0.0006620431,0.000030248051,8.3095784e-8,0.000012212934,0.0000046367873,0.0005059822],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991463,0.000041291205,0.00012181812,0.00029715357,0.00014806613,0.00024536898],"domain_scores_gemma":[0.9996013,0.00016306837,0.00003514036,0.000085815,0.000031908297,0.00008274775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034429462,0.00010334674,0.00010421344,0.0002190065,0.0008046751,0.000110292196,0.000051105137,0.000051812785,0.000013257058],"category_scores_gemma":[0.000011500919,0.00009011544,0.00003547174,0.0003144682,0.00015985662,0.00024024979,6.928639e-7,0.00012648314,0.000023811122],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017760085,0.0000018995149,0.00007860615,0.000012593343,0.0000029991897,0.0000020200794,0.0004455705,0.0010639338,0.00092891924,2.8614033e-7,0.00003327149,0.99741215],"study_design_scores_gemma":[0.00022672076,0.000109563465,0.00585037,0.000042144624,0.000014546983,0.00002924587,0.0007211703,0.98914844,0.002494556,0.00039953133,0.000831689,0.00013202977],"about_ca_topic_score_codex":0.0023682856,"about_ca_topic_score_gemma":0.00012689934,"teacher_disagreement_score":0.9972801,"about_ca_system_score_codex":0.0000046436744,"about_ca_system_score_gemma":0.000014971471,"threshold_uncertainty_score":0.61889917},"labels":[],"label_agreement":null},{"id":"W4387842434","doi":"10.1016/j.geoen.2023.212420","title":"Statistical and machine learning hybridization for predicting shear wave velocity in tight sand reservoirs: A case study","year":2023,"lang":"en","type":"article","venue":"Geoenergy Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Northeast Petroleum University; Natural Science Foundation of Heilongjiang Province; National Natural Science Foundation of China","keywords":"Multicollinearity; Bayesian multivariate linear regression; Multivariate statistics; Linear regression; Multivariate adaptive regression splines; Overfitting; Geology; Regression analysis; Artificial neural network; Statistics; Machine learning; Mathematics; Computer science","score_opus":0.02045520031550625,"score_gpt":0.2235278414595231,"score_spread":0.20307264114401685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387842434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99555147,0.00007719036,0.0039053638,0.00008541947,0.000076093165,0.00011519777,0.000012189089,0.00012439462,0.00005265834],"genre_scores_gemma":[0.99794054,0.000048984446,0.0019017843,0.00003497118,0.000025234145,0.0000036623312,0.000017015804,0.000003028828,0.000024787463],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991628,0.00001792958,0.0001235856,0.00025376433,0.00016833254,0.00027359734],"domain_scores_gemma":[0.99964386,0.00015676339,0.00001855186,0.00005893143,0.000033982404,0.00008790271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011648193,0.000077878074,0.00009434049,0.00026082213,0.00029894567,0.000091652924,0.00005538047,0.000019449339,0.000009131524],"category_scores_gemma":[0.0003848284,0.00006952689,0.0000061208557,0.00055044086,0.00007823505,0.000293289,0.000029661265,0.000100743295,8.4806675e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003747586,0.000026418564,0.5620398,0.00012623284,0.000013235029,0.0010470231,0.0051223175,0.25265083,0.00043339483,0.00013494522,0.00039397934,0.17797439],"study_design_scores_gemma":[0.00017744038,0.00011189703,0.05023183,0.000017326909,0.0000031673362,0.00013047531,0.0010474641,0.94745994,0.0001408197,0.000040361247,0.0005548406,0.0000844402],"about_ca_topic_score_codex":0.006916923,"about_ca_topic_score_gemma":0.00015782654,"teacher_disagreement_score":0.69480914,"about_ca_system_score_codex":0.000007334071,"about_ca_system_score_gemma":0.000027756112,"threshold_uncertainty_score":0.9996961},"labels":[],"label_agreement":null},{"id":"W4387903192","doi":"10.1190/geo2023-0096.1","title":"Deep learning for high-resolution multichannel seismic impedance inversion","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Inversion (geology); Computer science; Regularization (linguistics); Inverse problem; Electrical impedance; Algorithm; Residual; Seismic inversion; High resolution; Geology; Geophysics; Artificial intelligence; Remote sensing; Seismology; Mathematics; Geometry","score_opus":0.014225748402432915,"score_gpt":0.21737776906307082,"score_spread":0.20315202066063792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387903192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527118,0.00011824996,0.043647315,0.0007916764,0.0008766443,0.0002947779,0.000028457624,0.0009478856,0.0005831612],"genre_scores_gemma":[0.99582696,0.000101830134,0.0016494824,0.0007572665,0.00019906703,0.0000039507768,0.0004261912,0.000006481623,0.0010287495],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991533,0.000035016332,0.000113429756,0.00022507863,0.00015431504,0.00031885426],"domain_scores_gemma":[0.99957395,0.0001349504,0.00006323244,0.000121546575,0.000048605987,0.000057704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018637012,0.00010630718,0.00011272224,0.00008469113,0.00031169568,0.000030724706,0.00014011218,0.000054948316,0.000046544017],"category_scores_gemma":[0.000055843677,0.00010132127,0.0000603269,0.00031418382,0.0000467107,0.00020026135,0.000017191975,0.00012769701,0.0008863293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007079127,0.000017792256,0.008291667,0.00009448483,0.000024287086,0.000007203649,0.0008876753,0.14614443,0.00070110156,0.00025621452,0.044242177,0.79926217],"study_design_scores_gemma":[0.00022466449,0.000098248194,0.008536299,0.0000161081,0.000009619731,7.5304996e-7,0.0002564672,0.96971554,0.0012694434,0.0072485176,0.012494543,0.00012978834],"about_ca_topic_score_codex":0.002536084,"about_ca_topic_score_gemma":0.000011763861,"teacher_disagreement_score":0.8235711,"about_ca_system_score_codex":0.0000071770132,"about_ca_system_score_gemma":0.00001675304,"threshold_uncertainty_score":0.9998916},"labels":[],"label_agreement":null},{"id":"W4387954256","doi":"10.1139/cjp-2023-0049","title":"Some three- and <i>n</i>-component waves in porous media","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Wavefront Wireless Commercialization Centre; University of Alberta","funders":"","keywords":"Porous medium; Physics; Nonlinear system; Component (thermodynamics); Field (mathematics); Gravitational field; Mechanics; Classical mechanics; Porosity; Geotechnical engineering; Geology; Thermodynamics","score_opus":0.01795312056938623,"score_gpt":0.1978014353649533,"score_spread":0.17984831479556707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387954256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964434,0.0012724552,0.000023919465,0.0013578595,0.00043087872,0.000029442645,0.000028762792,0.000012404805,0.000400882],"genre_scores_gemma":[0.9986653,0.00018046865,0.00016264805,0.00071967236,0.00024243971,5.4230195e-8,0.000009297867,0.0000022945926,0.0000178729],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99950415,0.000018096254,0.00013277524,0.00006028484,0.00009871103,0.00018598487],"domain_scores_gemma":[0.9995736,0.000056817313,0.00005587596,0.000052656822,0.000022119517,0.00023892339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020688235,0.000056178676,0.00010924323,0.00016516322,0.00005270626,0.000030519892,0.00011131347,0.000023369574,0.00005487168],"category_scores_gemma":[0.000023048111,0.000048143036,0.000024533909,0.00018323793,0.000073051575,0.00020406987,0.0000024378687,0.00013652424,0.000027454616],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009047372,0.000004898681,0.43173304,0.000016775655,0.000015707881,0.000649735,0.0016585955,0.00054858567,0.00008058483,0.00057443493,0.037409283,0.5272993],"study_design_scores_gemma":[0.0005291914,0.00014854947,0.8076635,0.00018216728,0.000016127888,0.00014302607,0.00083411735,0.015176836,0.0013443669,0.1519682,0.021691237,0.00030265754],"about_ca_topic_score_codex":0.03808475,"about_ca_topic_score_gemma":0.016189387,"teacher_disagreement_score":0.5269967,"about_ca_system_score_codex":0.000007902629,"about_ca_system_score_gemma":0.00020132812,"threshold_uncertainty_score":0.9683207},"labels":[],"label_agreement":null},{"id":"W4388124242","doi":"10.1190/tle42110748.1","title":"A preliminary analysis of natural CO2-saturated gas sands distribution in the Gemah Field-Jabung Block, South Sumatra Basin, Indonesia, by using simple seismic attributes","year":2023,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Saturation (graph theory); Natural gas field; Natural gas; Petroleum engineering; Drilling; Structural basin; Distribution law; Fossil fuel; Oil field; Petrology; Geomorphology; Geotechnical engineering; Engineering","score_opus":0.02201948733461784,"score_gpt":0.25005423278691713,"score_spread":0.2280347454522993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388124242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99707294,0.0003753449,0.00032838128,0.0015046495,0.00012589821,0.00015731058,0.00025697073,0.00011180418,0.00006668064],"genre_scores_gemma":[0.99773204,0.000039855917,0.000017383341,0.0007964044,0.000037693564,0.000001531671,0.0013072474,0.000004050046,0.00006378539],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869585,0.00024467404,0.000270272,0.00020996487,0.00024601683,0.0003332335],"domain_scores_gemma":[0.9988288,0.0006924529,0.00013684087,0.00026783426,0.000043496188,0.000030556723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008994938,0.00014469914,0.00026763487,0.0002185166,0.00025937948,0.00006680052,0.00039412786,0.00008065458,0.00003885672],"category_scores_gemma":[0.000111071786,0.00008898863,0.00012459856,0.0021709977,0.00010797242,0.00013538745,0.000025993813,0.00031052955,0.000023301827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027926118,0.00005427833,0.7165676,0.000089031855,0.0004037841,0.0000389544,0.010836041,0.021833548,0.002693879,0.000021195317,0.22937678,0.01780566],"study_design_scores_gemma":[0.00021275222,0.00010115111,0.107245296,0.00005892811,0.00032364085,0.000015127775,0.002035924,0.8818923,0.0058703157,0.00011857078,0.0019219383,0.0002040476],"about_ca_topic_score_codex":0.0029908973,"about_ca_topic_score_gemma":0.000039661794,"teacher_disagreement_score":0.8600588,"about_ca_system_score_codex":0.000014157646,"about_ca_system_score_gemma":0.000028446479,"threshold_uncertainty_score":0.4521362},"labels":[],"label_agreement":null},{"id":"W4388424007","doi":"10.1190/geo2023-0360.1","title":"Seismic 3D full-horizon tracking based on a knowledge graph to represent the stratigraphic sequence relationship","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Horizon; Sequence (biology); Geology; Classification of discontinuities; Graph; Unconformity; Computer science; Paleontology; Theoretical computer science; Mathematics; Structural basin; Geometry","score_opus":0.048928048493472716,"score_gpt":0.2708862678869497,"score_spread":0.22195821939347699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388424007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819804,0.000060686667,0.0031528862,0.0040893843,0.00051269145,0.00039188672,0.00006489408,0.0006685822,0.009078579],"genre_scores_gemma":[0.9978223,0.000013440621,0.00035110774,0.0012717219,0.00012916661,0.0000074872974,0.00008832719,0.0000060516736,0.00031043362],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878347,0.00013311612,0.00016820415,0.00032025133,0.0002820269,0.0003129171],"domain_scores_gemma":[0.9988823,0.00047325136,0.000056658268,0.00044545834,0.000051497675,0.00009086348],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045080166,0.00014434152,0.00011338436,0.0001951277,0.00041632573,0.000089452595,0.00031712838,0.000051196388,0.00006243435],"category_scores_gemma":[0.00007260484,0.000106039915,0.00009017049,0.0014887176,0.00008800426,0.00013964654,0.000012676085,0.0002719762,0.0010592113],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014582902,0.00010071955,0.18948968,0.0000899984,0.000038135808,0.00004390697,0.002553219,0.18081355,0.0006742008,0.0019523526,0.10857484,0.51552355],"study_design_scores_gemma":[0.00015746338,0.00045811463,0.26766846,0.00010329702,0.000019946036,0.000003548757,0.00032708017,0.70148283,0.0006624132,0.018327946,0.010468598,0.00032027546],"about_ca_topic_score_codex":0.001287366,"about_ca_topic_score_gemma":0.0000654064,"teacher_disagreement_score":0.5206693,"about_ca_system_score_codex":0.000006616188,"about_ca_system_score_gemma":0.000077059245,"threshold_uncertainty_score":0.9997186},"labels":[],"label_agreement":null},{"id":"W4388536899","doi":"10.1007/s00024-023-03366-z","title":"Systematic Uncertainty Quantification of First-Polarity-Based Moment Tensor Inversion Due to Sparse Coverage of Sensor Arrays in Laboratory Acoustic Emission Monitoring","year":2023,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Acoustic emission; Acoustics; Moment tensor; Inversion (geology); Isotropy; Amplitude; Sensor array; Robustness (evolution); Waveform; Polarity (international relations); Computer science; Geology; Physics; Mathematics; Optics; Seismology; Chemistry; Statistics","score_opus":0.014680751508205555,"score_gpt":0.21819753422761576,"score_spread":0.2035167827194102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388536899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99737114,0.000036753285,0.0018089483,0.00012655363,0.000085415515,0.0003874286,0.00007592455,0.00005053442,0.000057309047],"genre_scores_gemma":[0.9993467,0.00003496538,0.00042173394,0.00007861608,0.000025851805,0.0000068021236,0.00006002228,0.000004069286,0.000021271891],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908507,0.000040120285,0.0002762285,0.00020209464,0.00023653702,0.00015993387],"domain_scores_gemma":[0.99937916,0.00016508305,0.0001421513,0.00018860375,0.00005698747,0.00006799552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031547723,0.00011511541,0.00028536769,0.00015628865,0.00007293207,0.0000148814615,0.00009761295,0.000059395406,0.00000805304],"category_scores_gemma":[0.000033277425,0.000098980716,0.000029372914,0.00056491303,0.00003780111,0.00005558212,0.000013756278,0.0000959997,0.000023745946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057220855,0.00034401048,0.20895873,0.03555433,0.00008902641,0.000036866564,0.005245015,0.46071014,0.2729682,0.00025501987,0.0026885755,0.01257787],"study_design_scores_gemma":[0.0014974411,0.00038581752,0.112272464,0.0066537736,0.00015805174,0.0000018383703,0.0047757393,0.39729318,0.4730408,0.002415196,0.0006377669,0.0008679669],"about_ca_topic_score_codex":0.0006479913,"about_ca_topic_score_gemma":0.000009295381,"teacher_disagreement_score":0.20007257,"about_ca_system_score_codex":0.000009991645,"about_ca_system_score_gemma":0.000025423431,"threshold_uncertainty_score":0.40363166},"labels":[],"label_agreement":null},{"id":"W4388825449","doi":"10.1144/petgeo2023-019","title":"Fault-seal analysis in the Greater Bay du Nord area, Flemish Pass Basin, offshore Newfoundland","year":2023,"lang":"en","type":"article","venue":"Petroleum Geoscience","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Fault (geology); Bay; Submarine pipeline; Hydrocarbon exploration; Structural basin; Rift; Prospectivity mapping; Seal (emblem); Petrology; Seismology; Geomorphology; Geotechnical engineering; Archaeology; Oceanography","score_opus":0.017629402060853096,"score_gpt":0.2274566271338131,"score_spread":0.20982722507296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388825449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850185,0.0000375345,0.00088899874,0.0058363113,0.00022442712,0.00007852933,0.00007084108,0.0001746786,0.007670209],"genre_scores_gemma":[0.9942504,0.00007080293,0.00017871505,0.0033166257,0.00007535212,0.000004031829,0.00011410203,0.0000028110028,0.0019871518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799603,0.00013622461,0.00023537688,0.0004712959,0.0006054845,0.0005556069],"domain_scores_gemma":[0.9991884,0.00020175241,0.00007116557,0.00039633276,0.00003946094,0.00010288322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013631638,0.00016591024,0.000221729,0.000515367,0.00033408107,0.00024160986,0.00086002355,0.000055250803,0.0007191906],"category_scores_gemma":[0.00009989621,0.0001061694,0.00012382893,0.0028026814,0.0002478383,0.00032431973,0.000036643356,0.00020687879,0.0002949502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000871675,0.000007689863,0.9861719,0.000003092767,0.0000093344515,0.00004193675,0.00043593283,0.0009480592,0.0000097007805,0.000006926734,0.0070659686,0.0052907225],"study_design_scores_gemma":[0.00009368998,0.000039511702,0.7201755,0.000006200117,0.000026734133,0.000010951741,0.0003836888,0.2528216,0.00001000937,0.00010804246,0.02620136,0.00012271643],"about_ca_topic_score_codex":0.016764637,"about_ca_topic_score_gemma":0.0071614496,"teacher_disagreement_score":0.26599643,"about_ca_system_score_codex":0.000014036399,"about_ca_system_score_gemma":0.00005212617,"threshold_uncertainty_score":0.9897828},"labels":[],"label_agreement":null},{"id":"W4388903367","doi":"10.1190/geo2022-0731.1","title":"Time-lapse attenuation variations using distributed acoustic sensing vertical seismic profile data during CO2 injection at CaMI Field Research Station, Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carbon Management Canada; University of Calgary","funders":"Canada First Research Excellence Fund","keywords":"Attenuation; Geology; Reflection (computer programming); Seismology; Petrophysics; Bandwidth (computing); Amplitude; Anelastic attenuation factor; SIGNAL (programming language); Remote sensing; Geodesy; Acoustics; Seismic wave; Computer science; Optics; Telecommunications; Physics","score_opus":0.036071282029185095,"score_gpt":0.27275452372018066,"score_spread":0.23668324169099558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388903367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99259174,0.000006004914,0.0052293013,0.0008311372,0.00028090502,0.00019090122,0.00060105935,0.000117313764,0.00015161018],"genre_scores_gemma":[0.9917365,0.0000059359786,0.0002585259,0.00023344842,0.00014152916,7.909191e-7,0.006932556,0.000006857881,0.00068386144],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856734,0.00011185316,0.00018726142,0.0003156489,0.00044840807,0.0003694897],"domain_scores_gemma":[0.9987867,0.00055925373,0.000044185745,0.0003659806,0.00016332646,0.000080579666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032994023,0.000100672056,0.00010765808,0.000097407756,0.00075986417,0.00006414165,0.00017868284,0.00005592246,0.00018553238],"category_scores_gemma":[0.00037599585,0.00010433422,0.000016256206,0.00078651356,0.000054711094,0.00032381338,0.00008431169,0.00021024498,0.00030205032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002161298,0.000059696973,0.040864784,0.00024665508,0.00013974277,0.00010840374,0.0017420347,0.33357316,0.019610113,0.000027908854,0.57702416,0.026387243],"study_design_scores_gemma":[0.00010698682,0.000026662286,0.02374582,0.000027653852,0.000019802092,0.000009848927,0.00019373867,0.9725913,0.002167839,0.00024231042,0.00074251444,0.00012551522],"about_ca_topic_score_codex":0.8130797,"about_ca_topic_score_gemma":0.17146401,"teacher_disagreement_score":0.6416157,"about_ca_system_score_codex":0.0001019788,"about_ca_system_score_gemma":0.00038594558,"threshold_uncertainty_score":0.84365463},"labels":[],"label_agreement":null},{"id":"W4388912686","doi":"10.1007/s00024-023-03382-z","title":"Spatial Characterization of Shallow Structures in the Revell Batholith Integrating Seismic Imaging Techniques","year":2023,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Borehole; Geology; Characterization (materials science); Mafic; Hydrogeology; Fracture (geology); Batholith; Shield; Seismology; Geophysical imaging; Petrology; Mining engineering; Tectonics; Geophysics; Geotechnical engineering","score_opus":0.0074678785580028235,"score_gpt":0.20161245508058787,"score_spread":0.19414457652258504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388912686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994458,0.000020694994,0.001598002,0.00049230637,0.00004584673,0.00020046953,0.000039628245,0.00011957686,0.003025472],"genre_scores_gemma":[0.9980182,0.000060667964,0.00054635166,0.0010354101,0.00008772955,0.000003957204,0.00022265037,0.0000035639396,0.00002148134],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99937046,0.000030538136,0.00015175054,0.00015671246,0.00013918686,0.00015134549],"domain_scores_gemma":[0.99972165,0.00005245057,0.00007835305,0.0001144085,0.000016083504,0.000017033139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002416184,0.00009994664,0.00012488825,0.00008259574,0.000081151666,0.000042252253,0.00014320687,0.000031632026,0.000016210106],"category_scores_gemma":[0.0000072439666,0.00006786416,0.00002264829,0.0002987537,0.000066124136,0.000095596784,0.000015197872,0.0001443001,0.0000065439394],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014433499,0.000007888746,0.028111102,0.000051165236,0.000003802429,0.000003708494,0.0022881932,0.000016443231,0.014478697,0.0010342819,0.00035957617,0.9536307],"study_design_scores_gemma":[0.00029201093,0.00008022289,0.74926376,0.00013395821,0.000029751103,0.000015508263,0.0022809345,0.07085292,0.06509249,0.10210669,0.009362658,0.0004891004],"about_ca_topic_score_codex":0.0010703348,"about_ca_topic_score_gemma":0.000019277793,"teacher_disagreement_score":0.9531416,"about_ca_system_score_codex":0.0000016415725,"about_ca_system_score_gemma":0.000013793366,"threshold_uncertainty_score":0.27674198},"labels":[],"label_agreement":null},{"id":"W4389109633","doi":"10.1007/s11001-023-09533-0","title":"Integrated geophysical and petrophysical characterization of Upper Jurassic carbonate reservoirs from Penobscot field, Nova Scotia: a case study","year":2023,"lang":"en","type":"article","venue":"Marine Geophysical Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facies; Petrophysics; Geology; Carbonate; Oil shale; Mineralogy; Petrology; Reservoir modeling; Hydrocarbon exploration; Porosity; Geomorphology; Paleontology; Geotechnical engineering","score_opus":0.041036084483600584,"score_gpt":0.30500793630418976,"score_spread":0.2639718518205892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389109633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99704117,0.000005300626,0.000013559657,0.00092192355,0.00013460354,0.00040071935,0.00008639468,0.00013868175,0.001257655],"genre_scores_gemma":[0.99830186,0.000020008227,0.00009533057,0.000096182805,0.00022587334,0.0000056438894,0.00038645518,0.000012911614,0.00085571606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971985,0.00043657553,0.00031814133,0.0005979147,0.0008788996,0.00056996156],"domain_scores_gemma":[0.9980468,0.0009868648,0.000063905216,0.00043804292,0.00025366351,0.00021069264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005515872,0.00021258915,0.00039765725,0.00034721062,0.00019965175,0.00011471784,0.00033857953,0.00008908795,0.0006061824],"category_scores_gemma":[0.0002974234,0.00017157303,0.00008420554,0.0014735382,0.000328142,0.00025307087,0.000336714,0.00078849064,0.0005011937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064851076,0.00078509434,0.70923233,0.00009022931,0.00014482008,0.002712437,0.0015694007,0.000010773847,0.01847481,0.00011920837,0.003581768,0.2626306],"study_design_scores_gemma":[0.00064891495,0.001490373,0.90211433,0.00004427182,0.000028484663,0.000026748285,0.0016243313,0.08733317,0.003458407,0.002258773,0.00069755234,0.00027465558],"about_ca_topic_score_codex":0.33624554,"about_ca_topic_score_gemma":0.001305646,"teacher_disagreement_score":0.3349399,"about_ca_system_score_codex":0.000013492094,"about_ca_system_score_gemma":0.00009234796,"threshold_uncertainty_score":0.6996545},"labels":[],"label_agreement":null},{"id":"W4389166626","doi":"10.56952/igs-2023-0294","title":"Three-Dimensional Visualization of a Complex Fracture Network Formed by True-Triaxial Testing","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fracture (geology); Geology; Visualization; Bedding; Anisotropy; Bed; Distortion (music); Computer science; Petrology; Artificial intelligence; Geotechnical engineering; Optics","score_opus":0.036608375485293956,"score_gpt":0.25960135969744436,"score_spread":0.2229929842121504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389166626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8065783,0.00057501113,0.13254993,0.0050072228,0.0016341653,0.0012659794,0.0003057469,0.004094244,0.047989406],"genre_scores_gemma":[0.9893196,0.0000049189935,0.0066449167,0.002812572,0.00012928824,6.531011e-7,0.00082875113,0.0000042306574,0.0002550454],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991948,0.000024731027,0.00019025245,0.00014629921,0.00023168385,0.00021223973],"domain_scores_gemma":[0.99945873,0.00026664726,0.00008349588,0.00008858868,0.000052647836,0.00004991073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000281937,0.00008391552,0.00012703527,0.00006442415,0.0001341675,0.000017593607,0.00010672705,0.000054452503,0.0017813834],"category_scores_gemma":[0.00008870877,0.0000645437,0.00003418724,0.00054586626,0.00005000069,0.0001129734,0.000011478219,0.00006120863,0.00009133799],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020977994,0.000006001578,0.10596691,0.000008893403,0.0000071256295,0.0000012557273,0.000022424614,0.0035762808,0.00019800785,0.000046185338,0.8604814,0.029664557],"study_design_scores_gemma":[0.0002412128,0.00011282653,0.07817293,0.000028445154,0.0000072435723,0.0000039006654,0.000024812618,0.87983245,0.0008523559,0.005383952,0.03520767,0.00013217768],"about_ca_topic_score_codex":0.004462067,"about_ca_topic_score_gemma":0.00007877917,"teacher_disagreement_score":0.87625617,"about_ca_system_score_codex":0.0000020760604,"about_ca_system_score_gemma":0.000028719094,"threshold_uncertainty_score":0.99913114},"labels":[],"label_agreement":null},{"id":"W4389223647","doi":"10.22541/essoar.170144079.90434227/v1","title":"Passive source reverse time migration based on the spectral element method","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Seismic migration; Geology; Seismology; Tectonics; Computer science","score_opus":0.025975845531794484,"score_gpt":0.25051526138350844,"score_spread":0.22453941585171394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389223647","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015063715,0.000085455205,0.4878755,0.37110823,0.0035049885,0.0032970528,0.00072242325,0.0040733,0.11426932],"genre_scores_gemma":[0.27831984,0.00033019268,0.27522555,0.16453291,0.0019083644,0.00008899388,0.0062847002,0.000093618044,0.27321583],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985147,0.00027887666,0.00020713452,0.00039711874,0.0003682923,0.00023388476],"domain_scores_gemma":[0.9989365,0.0003953633,0.0001329136,0.00043998184,0.000035392808,0.000059873706],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00083585625,0.00020115815,0.00017391304,0.00012929212,0.00015478453,0.000105956104,0.00035920207,0.00011932312,0.00947406],"category_scores_gemma":[0.00008501688,0.00012228424,0.00014460101,0.00012164109,0.00004445778,0.000036604895,0.00003951568,0.00045072255,0.0022257515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021421547,0.0000103923085,0.0011166482,0.000015613079,0.000021988797,0.000006124816,0.00011596187,0.019404491,0.000013337189,0.000043166725,0.9491994,0.030031463],"study_design_scores_gemma":[0.00006142404,0.00007481145,0.0015412432,0.00006467639,0.00002297099,8.7090115e-7,0.00013280852,0.90405756,0.0031785888,0.0030304706,0.08764133,0.00019324898],"about_ca_topic_score_codex":0.0150900455,"about_ca_topic_score_gemma":0.00015298155,"teacher_disagreement_score":0.8846531,"about_ca_system_score_codex":0.000015481106,"about_ca_system_score_gemma":0.00008535391,"threshold_uncertainty_score":0.99855113},"labels":[],"label_agreement":null},{"id":"W4389274103","doi":"10.1016/j.gete.2023.100518","title":"Constraint strategies for estimating in-situ stress from borehole measurements","year":2023,"lang":"en","type":"article","venue":"Geomechanics for Energy and the Environment","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Commission Géologique du Canada; British Columbia Oil and Gas Commission; Microseismic Industry Consortium","keywords":"Borehole; Geology; Breakout; Calipers; Stress (linguistics); Fault (geology); Magnitude (astronomy); Geotechnical engineering; Seismology; Geometry; Mathematics","score_opus":0.02319604348204822,"score_gpt":0.20696424508152994,"score_spread":0.1837682015994817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389274103","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16182642,0.0009500311,0.83123183,0.0018783021,0.00087007193,0.0008849395,0.0006757681,0.00020743378,0.0014752009],"genre_scores_gemma":[0.99192685,0.00013152753,0.007071038,0.00039863025,0.00004566401,0.000034324006,0.00031989222,0.0000043851996,0.0000676802],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993141,0.000029228398,0.00014031465,0.000189544,0.00012028199,0.00020651543],"domain_scores_gemma":[0.9996001,0.00019601196,0.000052007297,0.000113875416,0.0000043074124,0.000033660355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004591406,0.000095453914,0.0001197691,0.000043373613,0.0001639731,0.000041467552,0.000115594376,0.000041231495,0.000043599153],"category_scores_gemma":[0.000014750149,0.00006801225,0.00004207565,0.000040780433,0.00006264612,0.0000729227,0.00001830165,0.00003964477,0.0000047143553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004178973,0.00006999254,0.0025603788,0.00008324475,0.00018077219,0.000006154199,0.0014363772,0.16653651,0.0014817538,0.048460305,0.0033405358,0.7754261],"study_design_scores_gemma":[0.0013356268,0.000082689934,0.0004314505,0.000034874818,0.000019782929,7.331699e-7,0.0011154783,0.71439147,0.004448698,0.2702637,0.0077200653,0.00015543192],"about_ca_topic_score_codex":0.0014193566,"about_ca_topic_score_gemma":0.00017136142,"teacher_disagreement_score":0.8301004,"about_ca_system_score_codex":0.0000057640677,"about_ca_system_score_gemma":0.000012427837,"threshold_uncertainty_score":0.2773459},"labels":[],"label_agreement":null},{"id":"W4389584895","doi":"10.17118/11143/20926","title":"Linear and non-linear elasticity using the flux reconstructionapproach","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Elasticity (physics); Linear elasticity; Computer science; Materials science; Engineering; Finite element method; Structural engineering; Composite material","score_opus":0.0381634140028718,"score_gpt":0.24708109290175245,"score_spread":0.20891767889888066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784973,0.000029390709,0.0067973435,0.00090433104,0.0003090894,0.0001042968,0.000015613297,0.00026413568,0.013078468],"genre_scores_gemma":[0.98081744,0.000039140326,0.016204953,0.0010039832,0.00015187486,4.2148903e-7,0.000035573798,0.0000027159113,0.0017438919],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994956,0.000026059415,0.000091813774,0.00013987407,0.000102541,0.00014411069],"domain_scores_gemma":[0.99972683,0.00009262952,0.000022881446,0.00009613289,0.000019472893,0.00004205365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002610324,0.00006300516,0.00006576752,0.000059232505,0.0002509825,0.000025877172,0.00008633963,0.00003293553,0.0007513819],"category_scores_gemma":[0.000030248542,0.00003810237,0.000021130385,0.00023236916,0.00013518627,0.000103439954,0.000014336554,0.000099198434,0.00017713668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000418385,0.000014983582,0.5814129,0.000049896888,0.0000568611,0.000014651255,0.00063175475,0.010314754,0.00048657582,0.00022395361,0.11203107,0.29472074],"study_design_scores_gemma":[0.000059913935,0.000017364939,0.016851624,0.0000055224386,0.000005824451,0.00003593926,0.00039711874,0.9728399,0.001100024,0.0005253019,0.008091774,0.00006971255],"about_ca_topic_score_codex":0.0021106508,"about_ca_topic_score_gemma":0.000012275166,"teacher_disagreement_score":0.9625251,"about_ca_system_score_codex":0.0000014526622,"about_ca_system_score_gemma":0.000021262449,"threshold_uncertainty_score":0.8227105},"labels":[],"label_agreement":null},{"id":"W4389721642","doi":"10.1190/image2023-3909329.1","title":"Probabilistic seismic interpolation with the implicit prior of a deep denoiser","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Probabilistic logic; Computer science; Interpolation (computer graphics); Markov chain Monte Carlo; Context (archaeology); Markov chain; Algorithm; Uncertainty quantification; Markov random field; Probability distribution; Machine learning; Data mining; Artificial intelligence; Bayesian probability; Mathematics; Statistics; Geology","score_opus":0.010202856271601748,"score_gpt":0.2127731591048425,"score_spread":0.20257030283324076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389721642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96798515,0.000037765363,0.008547652,0.0032389136,0.00006255335,0.00028153107,0.000008512163,0.00030367848,0.01953424],"genre_scores_gemma":[0.9978667,0.000005291216,0.0005242152,0.001010616,0.000014057403,0.0000015193459,0.000018780378,0.000002043037,0.0005567895],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953204,0.000026336264,0.0000915976,0.000105551815,0.0001227232,0.000121774545],"domain_scores_gemma":[0.99966574,0.00010226769,0.000042259002,0.00013437119,0.00003133728,0.000024052852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001860609,0.000057222347,0.00006806947,0.0000616861,0.00007190442,0.000018151044,0.00013923939,0.000019126119,0.0006122961],"category_scores_gemma":[0.000018242938,0.000028655402,0.00002164897,0.00029283206,0.0000776606,0.0000811636,0.00000850017,0.00005468417,0.00015111109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025095532,0.00003668255,0.28194454,0.00015794828,0.000068506844,0.000013039097,0.0041076485,0.01163293,0.000853734,0.0013476986,0.11118566,0.58840066],"study_design_scores_gemma":[0.00012038093,0.0001556175,0.118592516,0.000019168054,0.000014348435,0.000010637968,0.0008451328,0.87012947,0.0009179507,0.0024386696,0.0066592544,0.000096839016],"about_ca_topic_score_codex":0.0023031686,"about_ca_topic_score_gemma":0.00020191316,"teacher_disagreement_score":0.85849655,"about_ca_system_score_codex":0.0000016749303,"about_ca_system_score_gemma":0.000017526565,"threshold_uncertainty_score":0.6704213},"labels":[],"label_agreement":null},{"id":"W4389721643","doi":"10.1190/image2023-3909786.1","title":"Time-lapse FWI prediction of CO<sub>2</sub> saturation and pore pressure","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Saturation (graph theory); Workflow; Porosity; Inversion (geology); Water saturation; Geology; Pore water pressure; Reservoir modeling; Seismic inversion; Algorithm; Soil science; Mineralogy; Geotechnical engineering; Computer science; Seismology; Mathematics; Database","score_opus":0.010464445685148573,"score_gpt":0.2007703483662946,"score_spread":0.19030590268114603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389721643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880019,0.000154761,0.00012662054,0.0005597257,0.0001262723,0.00013975409,0.00015927406,0.0004264508,0.010305256],"genre_scores_gemma":[0.9977705,0.00018004986,0.00015588195,0.00023780037,0.000037237558,4.9946567e-7,0.0004963618,0.0000018539221,0.001119818],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950033,0.000027935088,0.00011079791,0.00012560035,0.00013716656,0.00009816165],"domain_scores_gemma":[0.9997676,0.000042962558,0.000039994407,0.0000838763,0.000026506794,0.000039074577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019098986,0.000057503865,0.00007556585,0.00009113522,0.0000640976,0.00001729811,0.000048521677,0.00005029146,0.00030975215],"category_scores_gemma":[0.000022273776,0.000045576136,0.000018394536,0.00015495022,0.00006810627,0.0001949942,0.000005557072,0.00005511511,0.00011684619],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004425046,0.000011469346,0.06504021,0.000072427596,0.0000296886,0.0000053112017,0.00044292223,0.00030904944,0.031276945,0.000039704893,0.7310667,0.17166133],"study_design_scores_gemma":[0.00028334899,0.00024103223,0.17670976,0.00004388248,0.000035318408,0.000021510143,0.00031615287,0.4775634,0.30011553,0.00090682576,0.043598972,0.00016425249],"about_ca_topic_score_codex":0.0002495265,"about_ca_topic_score_gemma":0.0000053048043,"teacher_disagreement_score":0.6874677,"about_ca_system_score_codex":7.524905e-7,"about_ca_system_score_gemma":0.000012491257,"threshold_uncertainty_score":0.3391569},"labels":[],"label_agreement":null},{"id":"W4389721663","doi":"10.1190/image2023-3907882.1","title":"Nonuniform dispersed source arrays for broadband seismic acquisition","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Narrowband; Broadband; Inversion (geology); Computer science; Compressed sensing; Data acquisition; Acoustics; Electronic engineering; Algorithm; Telecommunications; Geology; Engineering; Physics; Seismology","score_opus":0.015244169068025087,"score_gpt":0.2255846100289652,"score_spread":0.21034044096094012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389721663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.597378,0.00010749182,0.2790176,0.011235372,0.0012078602,0.0009686272,0.00023987272,0.0037525427,0.10609261],"genre_scores_gemma":[0.9806755,0.000034761706,0.0024726032,0.0047030374,0.00013194552,0.000003410206,0.00046239875,0.0000050844415,0.011511256],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930435,0.000012842801,0.00011320305,0.00018279252,0.00012657129,0.00026024532],"domain_scores_gemma":[0.9996542,0.00009250421,0.000030251786,0.00012824542,0.000025654419,0.00006915001],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023057491,0.00008890192,0.00009329429,0.00011817863,0.00018851086,0.000050937564,0.00012794572,0.00004709229,0.0013754074],"category_scores_gemma":[0.000015604357,0.00007035421,0.00006642025,0.0002238247,0.000044242355,0.00017685132,0.0000060602074,0.000051141065,0.0008869346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006417956,0.000010841794,0.01565055,0.000038866645,0.000016816684,0.0000034770092,0.00040922084,0.0029724685,0.0003403485,0.00010545738,0.7042873,0.2761005],"study_design_scores_gemma":[0.0002855587,0.00009404347,0.004696457,0.000011733275,0.000007718768,0.000005309315,0.0005995485,0.70569456,0.0036644733,0.0021243438,0.28265968,0.00015658553],"about_ca_topic_score_codex":0.0017532011,"about_ca_topic_score_gemma":0.000023634075,"teacher_disagreement_score":0.7027221,"about_ca_system_score_codex":0.0000036226531,"about_ca_system_score_gemma":0.000016298116,"threshold_uncertainty_score":0.999891},"labels":[],"label_agreement":null},{"id":"W4389721674","doi":"10.1190/image2023-3902294.1","title":"Quantitative characterization of lrati shale through laboratory measurement and rock physical modeling","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Oil shale; Kerogen; Anisotropy; Geology; Porosity; Characterization (materials science); Petroleum engineering; Mineralogy; Source rock; Petrology; Structural basin; Geotechnical engineering; Materials science; Geomorphology","score_opus":0.06082545600008681,"score_gpt":0.25774302168151764,"score_spread":0.19691756568143082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389721674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97522527,0.00003642106,0.02273737,0.00028957054,0.000051513758,0.00006797795,0.00003354535,0.00013076725,0.0014275862],"genre_scores_gemma":[0.99878454,0.00006954102,0.0007483708,0.0002803225,0.000016919166,5.398192e-7,0.00004752432,0.0000016680582,0.000050548853],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995046,0.000028867013,0.000089077694,0.00010996003,0.00018356189,0.00008393209],"domain_scores_gemma":[0.9997884,0.000017961393,0.000030608844,0.0000566373,0.00008529057,0.00002109485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015900753,0.000052078114,0.000084598614,0.000038818773,0.00005336409,0.000013203759,0.00004307064,0.0000169655,0.000070206974],"category_scores_gemma":[0.000022829703,0.00004135269,0.0000135905,0.0001941967,0.000015120329,0.00023441495,0.000006228265,0.000035587735,0.000047899164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003263585,0.00025063867,0.14794308,0.0006150529,0.00023042399,0.000018424907,0.030075386,0.027981715,0.68112296,0.010945353,0.02051281,0.07997782],"study_design_scores_gemma":[0.000056741923,0.00006859501,0.003334911,0.000017757742,0.000004205427,2.1208211e-7,0.0004420627,0.97546786,0.019399593,0.0008292521,0.00032004894,0.000058766716],"about_ca_topic_score_codex":0.00051792816,"about_ca_topic_score_gemma":0.000006022549,"teacher_disagreement_score":0.94748616,"about_ca_system_score_codex":0.0000017079408,"about_ca_system_score_gemma":0.000020505126,"threshold_uncertainty_score":0.16863139},"labels":[],"label_agreement":null},{"id":"W4389721679","doi":"10.1190/image2023-3911535.1","title":"Automated velocity model building using Fourier neural operators","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Convolutional neural network; Fourier transform; Computer science; Artificial neural network; Field (mathematics); Preprocessor; Deep learning; Data pre-processing; Artificial intelligence; Mathematics","score_opus":0.04069676131449396,"score_gpt":0.27349849212768507,"score_spread":0.2328017308131911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389721679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897046,0.000017141556,0.0038844324,0.00044968343,0.00019673648,0.000060730603,0.0000130295675,0.0027584569,0.0029151826],"genre_scores_gemma":[0.9654105,0.0000069596936,0.032263763,0.0017762615,0.000030992967,2.378399e-7,0.000022589666,0.0000037458296,0.00048497153],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992603,0.000027188444,0.00011598384,0.00017512565,0.00016234108,0.0002590294],"domain_scores_gemma":[0.9997317,0.000028153361,0.000021945656,0.00011721559,0.00002446537,0.00007647898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232462,0.00008850546,0.00009064428,0.00012537945,0.00021060987,0.000064965534,0.00014239833,0.000043364824,0.00045239754],"category_scores_gemma":[0.000025523279,0.00007068889,0.000035871413,0.000396471,0.00004180621,0.00025618396,0.000017496961,0.00008464444,0.00015093944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013819524,0.000007981318,0.05857297,0.000017459684,0.000019370531,0.000036784015,0.00028954571,0.70040506,0.0013258308,0.00017526165,0.1640728,0.07506314],"study_design_scores_gemma":[0.00005814777,0.000009862113,0.002214726,0.000005746203,0.0000036479296,0.0000059399513,0.000057863333,0.9942997,0.0019774972,0.00033822734,0.00091724296,0.0001114164],"about_ca_topic_score_codex":0.0033321255,"about_ca_topic_score_gemma":0.000008619303,"teacher_disagreement_score":0.29389465,"about_ca_system_score_codex":0.000004644753,"about_ca_system_score_gemma":0.00003588508,"threshold_uncertainty_score":0.5037199},"labels":[],"label_agreement":null},{"id":"W4389721985","doi":"10.1190/image2023-3909700.1","title":"Quantitative FWI characterization of reservoir properties at the CMC Newell County Facility","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Reservoir modeling; Characterization (materials science); Geology; Petroleum engineering; Materials science; Nanotechnology","score_opus":0.054746315119469265,"score_gpt":0.2392113416527465,"score_spread":0.18446502653327723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389721985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905936,0.000033492248,0.00015065893,0.0030952867,0.000113732414,0.00017591448,0.00022495694,0.0001554637,0.005456891],"genre_scores_gemma":[0.9894521,0.00009793567,0.00006326607,0.0006829582,0.000011055981,0.0000016426369,0.00033144772,0.0000011874243,0.00935839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993164,0.00008689662,0.00015007141,0.00012535264,0.00019704756,0.00012422734],"domain_scores_gemma":[0.999613,0.00007651018,0.00005899801,0.00016516125,0.00006315443,0.000023212513],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005005488,0.00006159226,0.000085403066,0.000043483968,0.00015142499,0.000019732723,0.00014483811,0.000026843896,0.0012999171],"category_scores_gemma":[0.000074377465,0.000032954697,0.000030195582,0.0002461293,0.00013450962,0.00016579675,0.000021450376,0.00005209152,0.0005695085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007124884,0.000045184166,0.51778704,0.00026806127,0.00007223341,0.00000799129,0.006115148,0.0009015278,0.09039122,0.00047836723,0.32742783,0.0557929],"study_design_scores_gemma":[0.00019625388,0.0002749392,0.4078317,0.00005100105,0.0000129559185,0.0000042742913,0.0026524279,0.22203998,0.1906213,0.00060181704,0.17544638,0.00026694805],"about_ca_topic_score_codex":0.005450412,"about_ca_topic_score_gemma":0.0001548539,"teacher_disagreement_score":0.22113846,"about_ca_system_score_codex":0.000003679301,"about_ca_system_score_gemma":0.000025989368,"threshold_uncertainty_score":0.99961305},"labels":[],"label_agreement":null},{"id":"W4389722741","doi":"10.1190/image2023-3908286.1","title":"Structural and time-lapse imaging through gas clouds via FWI at Eldfisk field, North Sea","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Expansive; Geology; Overburden; Geophysical imaging; Inversion (geology); Remote sensing; Computer science; Geophysics; Seismology; Tectonics; Mining engineering","score_opus":0.010928485918615359,"score_gpt":0.21634307716915693,"score_spread":0.20541459125054157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389722741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96737623,0.0001653566,0.00016954994,0.002919921,0.0002612603,0.00009811095,0.000027718326,0.0005774281,0.02840442],"genre_scores_gemma":[0.9881861,0.00013821697,0.001219611,0.005655263,0.00009655394,5.617276e-7,0.0001831867,0.000004802832,0.00451569],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990846,0.000035225556,0.00013675219,0.00026085024,0.00017444746,0.00030811207],"domain_scores_gemma":[0.99956083,0.00013062081,0.000035038393,0.00016853404,0.00002026237,0.000084740306],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011777293,0.00013122421,0.00012750324,0.00005807269,0.00025772658,0.000058294092,0.00014630014,0.000037970498,0.00419144],"category_scores_gemma":[0.000022444292,0.00010069948,0.000041119933,0.00022209052,0.00007977847,0.0002804201,0.00004681163,0.00011528233,0.0011230061],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016785492,0.0000010858267,0.6928349,0.000009162234,0.0000070559527,0.000023172202,0.0002064413,0.000030350775,0.00003367661,0.00001082416,0.20686994,0.09995661],"study_design_scores_gemma":[0.00038081594,0.00013842712,0.141731,0.000019799734,0.000022537446,0.00012838528,0.00021584108,0.77768964,0.0056455466,0.006476599,0.06705197,0.00049946853],"about_ca_topic_score_codex":0.008721654,"about_ca_topic_score_gemma":0.00018796655,"teacher_disagreement_score":0.7776593,"about_ca_system_score_codex":0.0000044473513,"about_ca_system_score_gemma":0.000011927554,"threshold_uncertainty_score":0.9996547},"labels":[],"label_agreement":null},{"id":"W4389724218","doi":"10.1190/image2023-3909420.1","title":"Angle-constrained VSP least-squares reverse-time migration based on a high-efficiency stabilized Poynting vector","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Poynting vector; Seismic migration; Least-squares function approximation; Computer science; Physics; Mathematics; Statistics; Geophysics","score_opus":0.01366253332224908,"score_gpt":0.21003817735887087,"score_spread":0.19637564403662178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389724218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95689595,0.000027164793,0.0024025543,0.009639476,0.0005798349,0.00050419144,0.00014464132,0.0025208516,0.02728534],"genre_scores_gemma":[0.9922377,0.0000052777013,0.0027495045,0.0022333593,0.00006304251,0.0000025511854,0.00029489512,0.0000062356053,0.0024074267],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986129,0.00011119806,0.0002284607,0.0003450807,0.00034851633,0.000353848],"domain_scores_gemma":[0.999246,0.00030283927,0.00007413855,0.00023158333,0.000050788818,0.00009464513],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005406438,0.0001615631,0.00017509925,0.00028591076,0.00022425315,0.00008012728,0.00018389644,0.00006902473,0.0066195643],"category_scores_gemma":[0.00024229597,0.00012890584,0.0000834608,0.00065655546,0.000097625976,0.00018471126,0.000007928843,0.0001241536,0.0018252623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063293846,0.0002807534,0.100720294,0.0001753212,0.000051992385,0.00012622178,0.0014172402,0.017505135,0.017080406,0.00070450763,0.5687597,0.2925455],"study_design_scores_gemma":[0.00052256725,0.0003329453,0.01399621,0.000057649533,0.000011138446,0.0000026682685,0.000423109,0.9671993,0.0063716024,0.0002313382,0.010573131,0.00027830715],"about_ca_topic_score_codex":0.005326487,"about_ca_topic_score_gemma":0.000079591555,"teacher_disagreement_score":0.9496942,"about_ca_system_score_codex":0.000009416936,"about_ca_system_score_gemma":0.000076391814,"threshold_uncertainty_score":0.9989519},"labels":[],"label_agreement":null},{"id":"W4389724902","doi":"10.1190/image2023-3906829.1","title":"Can tile low-rank compression live up to expectations? An application to 3D multidimensional deconvolution","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Deconvolution; Algorithm; Tile; Rank (graph theory); Computational science; Solver; Parallel computing; Mathematics","score_opus":0.016115161899282623,"score_gpt":0.2571094331873933,"score_spread":0.24099427128811068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389724902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773714,0.000017950584,0.017006852,0.0025241354,0.00034805943,0.00048335613,0.000074189404,0.0007616449,0.001412439],"genre_scores_gemma":[0.98357314,0.0000049470805,0.011785548,0.0029191284,0.000060800325,0.000015582866,0.0006589125,0.0000040699165,0.000977867],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990896,0.000045315242,0.00014865898,0.00029727546,0.00021122553,0.00020790279],"domain_scores_gemma":[0.9994247,0.00007068536,0.000029658177,0.00019221901,0.00007091288,0.00021185615],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014366761,0.00009444645,0.00008886665,0.00020866437,0.00022571912,0.000027952436,0.00013122115,0.000042445292,0.0009493884],"category_scores_gemma":[0.00002782472,0.00008173143,0.000023734094,0.00037367252,0.000020700736,0.00015895079,0.000018384026,0.00005858695,0.004012033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015247871,0.0000622458,0.03297201,0.000022155336,0.00001446584,0.0000055822916,0.009144926,0.025623262,0.014199819,0.00023849383,0.42687768,0.4906869],"study_design_scores_gemma":[0.00021436707,0.0001935641,0.0825734,0.00003842084,0.0000057396946,0.0000042213464,0.0036382086,0.87609893,0.013883728,0.00036030466,0.022696111,0.0002930063],"about_ca_topic_score_codex":0.010791537,"about_ca_topic_score_gemma":0.0007688511,"teacher_disagreement_score":0.85047567,"about_ca_system_score_codex":0.000010965133,"about_ca_system_score_gemma":0.00002884754,"threshold_uncertainty_score":0.9999639},"labels":[],"label_agreement":null},{"id":"W4390051367","doi":"10.1190/geo2023-0348.1","title":"Interpretation of low-frequency distributed acoustic sensing data based on geomechanical models","year":2023,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Geology; Fracture (geology); Perpendicular; Frequency domain; Microseism; Azimuth; Stress (linguistics); Waterfall; Hydraulic fracturing; Shear (geology); Seismology; Acoustics; Geotechnical engineering; Geometry; Computer science; Petrology; Mathematics; Physics","score_opus":0.028843034307766392,"score_gpt":0.2393744224364314,"score_spread":0.210531388128665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390051367","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2877092,0.000018799956,0.70641077,0.000604185,0.0005419121,0.00021721916,0.0021561345,0.00058695266,0.0017547973],"genre_scores_gemma":[0.9946192,0.000008223971,0.0014767437,0.00048644762,0.000037699814,1.5998829e-7,0.0033529585,0.0000036893912,0.000014856743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917924,0.000041719562,0.00015293687,0.00022717229,0.0002253049,0.00017359768],"domain_scores_gemma":[0.99923337,0.0001703791,0.00006731184,0.0004424498,0.000044215012,0.00004225778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020894453,0.000086678345,0.00012259629,0.0000717393,0.000059875736,0.000019643863,0.00026280325,0.00004004707,0.00004323026],"category_scores_gemma":[0.00007100447,0.000077857214,0.000033467302,0.000360841,0.00004406093,0.00021640185,0.000026816386,0.00010477842,0.00012815799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012951349,0.0000642316,0.00089425297,0.00018565926,0.000031479198,0.0000396325,0.00023053483,0.5807822,0.0021641685,0.00028528835,0.019890342,0.3953027],"study_design_scores_gemma":[0.00008812669,0.000061551924,0.00074200437,0.000072076684,0.000010818162,5.7993117e-7,0.000043263415,0.98262745,0.0007496454,0.015487713,0.000031351745,0.00008539346],"about_ca_topic_score_codex":0.0009314137,"about_ca_topic_score_gemma":0.0000091794145,"teacher_disagreement_score":0.70691,"about_ca_system_score_codex":0.0000042535244,"about_ca_system_score_gemma":0.000044334192,"threshold_uncertainty_score":0.3174925},"labels":[],"label_agreement":null},{"id":"W4390537665","doi":"10.1190/geo2023-0263.1","title":"Integrated analysis of cyclic steam stimulation in a heavy oil reservoir: Microseismicity, brittleness, and landing height","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microseism; Overburden; Geology; Seismology; Cracking; Comminution; Brittleness; Petrology; Geotechnical engineering; Materials science","score_opus":0.013681496628268178,"score_gpt":0.23517435783780566,"score_spread":0.22149286120953748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390537665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99739534,0.0011090484,0.0003209242,0.0001784038,0.000089797875,0.00003914208,0.00009509931,0.00007617064,0.0006961059],"genre_scores_gemma":[0.9987548,0.00030370324,0.0003086699,0.00015741846,0.000024737252,7.661499e-7,0.00025381695,0.0000030716983,0.00019302644],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992888,0.000049175313,0.00018335035,0.00020659053,0.0001284821,0.00014361819],"domain_scores_gemma":[0.9996638,0.0001238777,0.000036243524,0.000117054326,0.000026608497,0.00003246047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020285127,0.000090838024,0.00020602408,0.0003490797,0.0000439,0.000060555198,0.00008878404,0.000047227408,0.00007072819],"category_scores_gemma":[0.000014047069,0.00007788973,0.000059878857,0.0012261842,0.00006317023,0.00020769807,0.000015167177,0.0001249007,0.000010193245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007563048,0.00004617189,0.5419604,0.0002345508,0.0002641562,0.000026174082,0.001009381,0.006696072,0.0028568006,0.00014499346,0.0017194086,0.44496626],"study_design_scores_gemma":[0.00013053844,0.000044152614,0.1705652,0.00016784428,0.00013837905,0.0000020246878,0.00015075122,0.8182357,0.0019227474,0.002187226,0.006302833,0.00015260998],"about_ca_topic_score_codex":0.023813182,"about_ca_topic_score_gemma":0.00037453143,"teacher_disagreement_score":0.8115396,"about_ca_system_score_codex":0.000008152554,"about_ca_system_score_gemma":0.00003107148,"threshold_uncertainty_score":0.98268735},"labels":[],"label_agreement":null},{"id":"W4390672816","doi":"10.4095/332366","title":"Geophysical data interpretation for the York University ATES site investigation, Ontario","year":2024,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Borehole; Bedrock; Hydrogeology; Geophysics; Drilling; Exploration geophysics; Aquifer; Geophysical imaging; Seismic refraction; Scientific drilling; Geophone; Geomorphology; Groundwater; Geotechnical engineering","score_opus":0.05973005629650257,"score_gpt":0.25080068187261373,"score_spread":0.19107062557611115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390672816","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0360553,0.010526385,0.04815336,0.030451728,0.020296503,0.0049470332,0.013550272,0.0035124945,0.83250695],"genre_scores_gemma":[0.39591378,0.0012041393,0.012901055,0.005624656,0.0014441198,0.0000033157885,0.050145116,0.000037269423,0.5327265],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989299,0.00003148424,0.00015767573,0.0004123787,0.0003201701,0.00014838211],"domain_scores_gemma":[0.9988714,0.0003598831,0.00009620128,0.0005021179,0.000116724295,0.000053705226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005374484,0.00015322251,0.00016247167,0.00008317451,0.00016422437,0.00012984808,0.000625141,0.00011527681,0.0007889132],"category_scores_gemma":[0.00007587619,0.00009985805,0.000084592844,0.0001375169,0.00013383086,0.00022699905,0.000071222916,0.00031142894,0.00025195052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013042531,0.0000019989964,0.006572504,0.000056009794,0.00005920811,0.0000033628096,0.0003467335,0.000020543437,8.6617604e-7,0.00004391234,0.9536129,0.03926892],"study_design_scores_gemma":[0.000033188662,0.000033066568,0.0041041067,0.00009470978,0.00016884816,0.000006888539,0.00015704114,0.07322479,0.000028598959,0.0014089663,0.9205923,0.000147496],"about_ca_topic_score_codex":0.6177057,"about_ca_topic_score_gemma":0.12345995,"teacher_disagreement_score":0.49424574,"about_ca_system_score_codex":0.000048082766,"about_ca_system_score_gemma":0.0010645516,"threshold_uncertainty_score":0.8925346},"labels":[],"label_agreement":null},{"id":"W4390754920","doi":"10.3389/feart.2023.1285622","title":"Compressed sensing with log-sum heuristic recover for seismic denoising","year":2024,"lang":"en","type":"article","venue":"Frontiers in Earth Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Guilin University of Electronic Technology; Nova Scotia Department of Energy; Guangxi Provincial Key Laboratory of Precision Navigation Technology and Application, Guilin University of Technology; U.S. Department of Energy","keywords":"Algorithm; Computer science; Compressed sensing; Artificial intelligence","score_opus":0.010409901451126467,"score_gpt":0.21677734202803906,"score_spread":0.2063674405769126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390754920","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1565625,0.0016235955,0.83329403,0.000744272,0.0031017547,0.00040963816,0.000043257358,0.0003263021,0.003894626],"genre_scores_gemma":[0.85728025,0.000034677116,0.14132276,0.0008293548,0.000062316256,6.8156135e-7,0.000012546842,0.0000057735447,0.00045165885],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985235,0.000029629895,0.00016859187,0.00048465392,0.00032317537,0.0004704737],"domain_scores_gemma":[0.99951553,0.00010676135,0.000036807647,0.00019164916,0.000050241062,0.00009898478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071559486,0.00013430271,0.00016396039,0.00041778345,0.00026637406,0.00031243268,0.00028777344,0.000039472903,0.000039588725],"category_scores_gemma":[0.000066959416,0.00010625203,0.00003553959,0.000868535,0.00057060766,0.00061634876,0.000013571729,0.00017410675,0.00002557918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016102889,0.000017599135,0.08516145,0.00019715229,0.000020885054,0.00014450107,0.0009995466,0.0250394,0.0007490395,0.000066497894,0.07205692,0.815386],"study_design_scores_gemma":[0.00015214803,0.00009770521,0.0046452414,0.00021959824,0.000008829258,0.0000354476,0.00021190237,0.9475584,0.0031763238,0.0019055702,0.041791894,0.00019695595],"about_ca_topic_score_codex":0.000770098,"about_ca_topic_score_gemma":0.000040569787,"teacher_disagreement_score":0.92251897,"about_ca_system_score_codex":0.000016508473,"about_ca_system_score_gemma":0.00022508552,"threshold_uncertainty_score":0.4332832},"labels":[],"label_agreement":null},{"id":"W4390985836","doi":"10.1190/geo2023-0132.1","title":"Seismic amplitude inversion based on a new PP-wave reflection coefficient approximation equation for vertical transversely isotropic media","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transverse isotropy; Amplitude; Reflection coefficient; Inversion (geology); Geology; Isotropy; Wave equation; Reflection (computer programming); Mathematical analysis; Geophysics; Seismology; Geodesy; Optics; Physics; Mathematics; Computer science","score_opus":0.04295831539641706,"score_gpt":0.24504400334429402,"score_spread":0.20208568794787696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390985836","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11189907,0.00009661722,0.88281167,0.0021777304,0.0011733759,0.00046235515,0.000056219305,0.00047453842,0.0008484443],"genre_scores_gemma":[0.99350655,0.000019766378,0.003807983,0.0017021073,0.0002624784,0.0000047529234,0.0005849372,0.0000082689785,0.00010318118],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989117,0.000044774304,0.0001708751,0.0003205516,0.00031831762,0.00023380012],"domain_scores_gemma":[0.99944127,0.00024745133,0.000025739319,0.00014887315,0.000041587296,0.00009509718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016645767,0.00014223486,0.00012228695,0.000121219775,0.00014292508,0.00010301919,0.00007958046,0.0000832856,0.00012404166],"category_scores_gemma":[0.000042720992,0.00012640475,0.00010531536,0.00032181572,0.00004180891,0.00021352942,0.0000034665984,0.000148909,0.00022823815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000633674,0.00015641093,0.00040004548,0.00037759467,0.00004843535,0.000010037475,0.0031464002,0.080739506,0.0016883701,0.0032222895,0.10055007,0.8090272],"study_design_scores_gemma":[0.00031054398,0.00028921783,0.0006604772,0.00007675655,0.000036138397,0.0000011151109,0.00006285481,0.969858,0.0039229956,0.0070659365,0.017570827,0.00014516205],"about_ca_topic_score_codex":0.00081850763,"about_ca_topic_score_gemma":0.00000802386,"teacher_disagreement_score":0.8891185,"about_ca_system_score_codex":0.00003928983,"about_ca_system_score_gemma":0.00012683333,"threshold_uncertainty_score":0.5154636},"labels":[],"label_agreement":null},{"id":"W4391042047","doi":"10.1016/j.cageo.2024.105534","title":"Quality control in deep learning and confidence quantification: Seismic velocity regression through classification","year":2024,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Institut National de la Recherche Scientifique","funders":"","keywords":"Softmax function; Standard deviation; Artificial neural network; Regression; Artificial intelligence; Regression analysis; Computer science; Statistics; Confidence interval; Pattern recognition (psychology); Bayesian probability; Mathematics; Machine learning","score_opus":0.03735814876588372,"score_gpt":0.2972371571865553,"score_spread":0.2598790084206716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391042047","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41828883,0.006647661,0.5637881,0.0065256692,0.0017069614,0.00028347387,0.00001138984,0.00049408834,0.0022538535],"genre_scores_gemma":[0.99476504,0.0004933252,0.0037210446,0.00085687515,0.000044542732,0.0000017722303,0.000018233584,0.0000019234715,0.00009726732],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851984,0.0002268904,0.00026438266,0.0004883984,0.00027550294,0.000224981],"domain_scores_gemma":[0.99921733,0.0004853394,0.00008242672,0.000121465666,0.000034709974,0.000058719277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011016204,0.00011902127,0.00015550012,0.00012649441,0.0002719994,0.00029424217,0.00024252276,0.00005786602,0.00006569641],"category_scores_gemma":[0.00008200475,0.000091995025,0.00003143722,0.00045710275,0.00039950246,0.0006383788,0.000016072237,0.00022178881,0.000043819848],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017111359,0.000012202885,0.14176624,0.00006278587,0.0000047556855,0.00001118492,0.0017579275,0.0008106306,0.00034877978,0.0019601365,0.0014360844,0.8518122],"study_design_scores_gemma":[0.00008163566,0.00003980277,0.15341479,0.00012000967,0.0000027400067,0.000011177749,0.0006407794,0.8253336,0.000091604204,0.0032108964,0.016930334,0.00012264647],"about_ca_topic_score_codex":0.003982278,"about_ca_topic_score_gemma":0.000072448565,"teacher_disagreement_score":0.8516895,"about_ca_system_score_codex":0.000010996757,"about_ca_system_score_gemma":0.000056385645,"threshold_uncertainty_score":0.602004},"labels":[],"label_agreement":null},{"id":"W4391330872","doi":"10.13009/10.13009/ao4elt7-2023-027","title":"Pyramid wavefront sensing developments at NRC-HAA","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wavefront; Pyramid (geometry); Computer science; Wavefront sensor; Optics; Physics","score_opus":0.014132267426226645,"score_gpt":0.20180513405858408,"score_spread":0.18767286663235744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391330872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68526095,0.00038164156,0.015932197,0.01510769,0.0004747257,0.00031211396,0.000055273747,0.0015816502,0.28089377],"genre_scores_gemma":[0.94217986,0.00028385277,0.02860361,0.0007391299,0.000015055261,0.0000013685634,0.00046823116,0.000012084198,0.027696792],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751294,0.0010388513,0.00025614083,0.0003832448,0.00043569168,0.00037312356],"domain_scores_gemma":[0.9980608,0.00056368136,0.0001233573,0.00058625033,0.00051632064,0.00014957823],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035010783,0.00015696442,0.00015440685,0.000176886,0.0005537271,0.00013920771,0.00042187655,0.00007800929,0.00064747053],"category_scores_gemma":[0.00060595036,0.00015174206,0.00007040192,0.00052607834,0.00016511773,0.00017223095,0.00013845718,0.00015724615,0.0012747141],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016031387,0.000050207007,0.051520765,0.000040244642,0.00003910807,0.000028597638,0.0064057913,0.000058835212,0.0020348052,0.0014139378,0.08304783,0.8553439],"study_design_scores_gemma":[0.00056990096,8.5246813e-7,0.1045567,0.00053823955,0.000019593046,0.000046722213,0.00043805697,0.2011076,0.14668113,0.0030710758,0.5423267,0.0006434252],"about_ca_topic_score_codex":0.0041293404,"about_ca_topic_score_gemma":0.0013608977,"teacher_disagreement_score":0.85470045,"about_ca_system_score_codex":0.000041232077,"about_ca_system_score_gemma":0.00009511351,"threshold_uncertainty_score":0.9995029},"labels":[],"label_agreement":null},{"id":"W4391463020","doi":"10.1093/gji/ggae036","title":"Diving-wave time-lapse delay for CO2 thin layer detection","year":2024,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Equinor; Aker BP; Canadian Geological Foundation","keywords":"Geology; Layer (electronics); Seismology; Geophysics; Geodesy; Materials science","score_opus":0.017183934286491297,"score_gpt":0.2430607803988042,"score_spread":0.2258768461123129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391463020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7712308,0.0007546554,0.17403518,0.013199191,0.013204893,0.000394765,0.00040350735,0.00075195363,0.026025057],"genre_scores_gemma":[0.9919505,0.000029535544,0.0015253997,0.0011484742,0.0015887062,0.0000015990847,0.000052896514,0.000005758918,0.0036971204],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991358,0.00003117695,0.00017950444,0.00016856186,0.00030736142,0.0001775923],"domain_scores_gemma":[0.99950427,0.00019805183,0.000048875667,0.0000573082,0.00010136267,0.00009015582],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027091274,0.00009892868,0.00009236043,0.0001259153,0.00015644566,0.00032601255,0.0001758032,0.000046731664,0.0017383891],"category_scores_gemma":[0.000057755286,0.00007641563,0.00015621402,0.00008692204,0.000041655785,0.0004224316,0.000012817263,0.00028454204,0.00070056756],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016673877,0.00006466867,0.0007650478,0.000023007186,0.00024602955,0.00015559103,0.0003338974,0.00088074285,0.0047932565,0.0007920324,0.20806627,0.7837127],"study_design_scores_gemma":[0.00016090706,0.00015613005,0.0019792845,0.00006409253,0.000020854724,0.0003885971,0.000026033425,0.7628593,0.004773557,0.021062216,0.20836435,0.00014470567],"about_ca_topic_score_codex":0.00019457997,"about_ca_topic_score_gemma":0.000005828755,"teacher_disagreement_score":0.783568,"about_ca_system_score_codex":0.000019421419,"about_ca_system_score_gemma":0.000038761147,"threshold_uncertainty_score":0.9991742},"labels":[],"label_agreement":null},{"id":"W4392018269","doi":"10.1139/cgj-2023-0457","title":"Real-time fusion of multi-source monitoring data with geotechnical numerical model results using data-driven and physics-informed sparse dictionary learning","year":2024,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Computer science; Sensor fusion; Data mining; Geology; Data science; Machine learning","score_opus":0.05712492528497015,"score_gpt":0.27442649784905415,"score_spread":0.217301572564084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392018269","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38554955,0.0024008986,0.60115147,0.0036536693,0.0007932455,0.0008144188,0.0031616914,0.0013891506,0.0010859292],"genre_scores_gemma":[0.9404713,0.0009048071,0.05752199,0.000096078584,0.00032177306,3.7890862e-7,0.0005157021,0.000021246795,0.00014673329],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980395,0.00008264977,0.00046492668,0.00052305177,0.0004155231,0.00047437454],"domain_scores_gemma":[0.99831754,0.00020107224,0.00014685588,0.0006448955,0.00006887365,0.00062073756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007748196,0.00020756121,0.00028406968,0.00021046378,0.00039835632,0.00016250635,0.000855637,0.00017815892,0.000054931254],"category_scores_gemma":[0.00021382938,0.00016785203,0.000044653538,0.00035768538,0.00025065665,0.0009248302,0.0001842696,0.0011049809,0.000014927919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013145013,0.000019593279,0.002469835,0.000040464744,0.0000635414,0.00026455347,0.00012956932,0.7799546,0.00050755416,0.00000603683,0.006300185,0.21011259],"study_design_scores_gemma":[0.00024530612,0.00011986322,0.0013920885,0.00039905572,0.000060547038,0.00071014697,0.000078446894,0.9875196,0.000050870975,0.00004888448,0.009159598,0.00021559234],"about_ca_topic_score_codex":0.049360972,"about_ca_topic_score_gemma":0.00030319803,"teacher_disagreement_score":0.55492175,"about_ca_system_score_codex":0.0000704844,"about_ca_system_score_gemma":0.0009856457,"threshold_uncertainty_score":0.95696944},"labels":[],"label_agreement":null},{"id":"W4392054818","doi":"10.3997/2214-4609.2024632044","title":"Reconstruction and Processing of 5D Seismic Data with Tile-Low-Rank Matrix Completion","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Tile; Rank (graph theory); Computer science; Matrix completion; Matrix (chemical analysis); Low-rank approximation; Mathematics; Materials science; Geometry; Physics; Combinatorics","score_opus":0.02374464262207898,"score_gpt":0.24287954998004654,"score_spread":0.21913490735796756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392054818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9364684,0.0027256918,0.04344765,0.0015973515,0.0002929001,0.00020919536,0.00016181343,0.00053985923,0.014557098],"genre_scores_gemma":[0.98885703,0.00009999795,0.010428684,0.00016287497,0.000030870426,1.7302858e-7,0.00013627874,0.0000022048318,0.00028187732],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994926,0.00001641022,0.000107097396,0.00019691006,0.00010420507,0.00008282029],"domain_scores_gemma":[0.9997638,0.000029566841,0.000028160002,0.00013023053,0.000020640575,0.000027623102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017621284,0.000060241455,0.00008201834,0.00008395372,0.000056552217,0.00006720418,0.00009570836,0.000024818093,0.00039907396],"category_scores_gemma":[0.0000051209363,0.000041068517,0.0000074795616,0.00013975678,0.00010399015,0.0004531549,0.000010764039,0.00006731087,0.000018067978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019606598,0.000003123413,0.014416907,0.00020947574,0.000008130126,0.000004104432,0.00008517566,0.00005313313,0.00012105789,0.000030096717,0.0067124204,0.97833675],"study_design_scores_gemma":[0.00007606476,0.00005899874,0.0032294511,0.00025105698,0.000016540705,0.00025170943,0.00022803184,0.9820864,0.0010407794,0.00037934064,0.012296225,0.00008539263],"about_ca_topic_score_codex":0.0018827935,"about_ca_topic_score_gemma":0.000027604186,"teacher_disagreement_score":0.98203325,"about_ca_system_score_codex":0.00000160731,"about_ca_system_score_gemma":0.00003689453,"threshold_uncertainty_score":0.436958},"labels":[],"label_agreement":null},{"id":"W4392225723","doi":"","title":"Elastic properties and anisotropie of source rock : multi-scale experimental workflow and effective medium modeling","year":2019,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workflow; Scale (ratio); Geology; Computer science; Materials science; Geography; Database; Cartography","score_opus":0.03554358680381058,"score_gpt":0.22775916774743274,"score_spread":0.19221558094362215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392225723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94927764,0.020110007,0.026231082,0.0002767391,0.00083795586,0.0011158544,0.00007919065,0.00014782576,0.0019237289],"genre_scores_gemma":[0.99155885,0.0016119602,0.005876644,0.00021250952,0.00017123477,0.000019316447,0.000032054777,0.00002825203,0.00048916176],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99754107,0.0003000252,0.0004627515,0.0007879883,0.00039426787,0.000513892],"domain_scores_gemma":[0.9987622,0.00029112978,0.00022867697,0.0004075277,0.00009122721,0.00021924468],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004362781,0.0005265349,0.00076463365,0.0001619943,0.00023187205,0.000121578654,0.0003673047,0.00033954202,0.00027833163],"category_scores_gemma":[0.00008721942,0.00042831196,0.000123127,0.000101271886,0.00044339494,0.000282663,0.0003658541,0.00060241536,0.00009156713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001785618,0.0010753125,0.22030243,0.0047962056,0.000978336,0.000042149433,0.11107261,0.37685558,0.03895875,0.00027369193,0.0006967446,0.24316254],"study_design_scores_gemma":[0.0006900535,0.00042890216,0.0019289785,0.0015507073,0.000120252975,0.00004274865,0.007815644,0.9471355,0.03677815,0.00018303683,0.0027730637,0.00055297645],"about_ca_topic_score_codex":0.019215902,"about_ca_topic_score_gemma":0.000049240596,"teacher_disagreement_score":0.5702799,"about_ca_system_score_codex":0.000033322794,"about_ca_system_score_gemma":0.000083471896,"threshold_uncertainty_score":0.9998169},"labels":[],"label_agreement":null},{"id":"W4392351650","doi":"10.1093/gji/ggae074","title":"Estimation of rock physics properties via full waveform inversion of vertical seismic profile data recorded by accelerometer and fibre-optic sensors","year":2024,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Carbon Management Canada","keywords":"Inversion (geology); Accelerometer; Geology; Waveform; Inverse theory; Seismology; Vertical seismic profile; Geodesy; Geophysics; Computer science; Tectonics","score_opus":0.025498738140821015,"score_gpt":0.2412135468029261,"score_spread":0.21571480866210507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392351650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855609,0.00014642,0.012371344,0.0009907403,0.00041330178,0.000076164855,0.00012262496,0.00003391937,0.0002845762],"genre_scores_gemma":[0.9972283,0.00007743858,0.0020086956,0.00011345735,0.00014580082,3.767412e-7,0.00022831479,0.0000047464027,0.00019281919],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895614,0.000038128786,0.0002934281,0.0001926285,0.00038593655,0.00013374937],"domain_scores_gemma":[0.99955237,0.0000853152,0.00007842678,0.0001284823,0.000083760126,0.00007162127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015943828,0.000107825486,0.00015953556,0.00008956905,0.000054606047,0.00007963853,0.000300158,0.000044869295,0.00033746884],"category_scores_gemma":[0.00004798405,0.00007829871,0.00005579802,0.000114948656,0.00009232385,0.0008067644,0.00006666691,0.0002270046,0.00006881313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037307708,0.00015236861,0.0010975196,0.00026549544,0.000266508,0.000020636024,0.0004872609,0.0042486386,0.03217119,0.00008926511,0.044274375,0.9165537],"study_design_scores_gemma":[0.0001317521,0.00019897117,0.0006059461,0.00017213516,0.000027329885,0.00007162175,0.00003709173,0.9731491,0.02263801,0.002023787,0.0008532652,0.00009095369],"about_ca_topic_score_codex":0.00032043745,"about_ca_topic_score_gemma":4.7989204e-7,"teacher_disagreement_score":0.9689005,"about_ca_system_score_codex":0.000012094726,"about_ca_system_score_gemma":0.000043490418,"threshold_uncertainty_score":0.36950472},"labels":[],"label_agreement":null},{"id":"W4392595534","doi":"10.5194/egusphere-egu24-128","title":"Numeraical twins and deep neural network to predict groundwater flow&amp;#160;","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts (Québec); Université du Québec à Chicoutimi","funders":"","keywords":"Groundwater; Artificial neural network; Flow (mathematics); Environmental science; Groundwater flow; Hydrology (agriculture); Computer science; Geology; Water resource management; Artificial intelligence; Geotechnical engineering; Mechanics; Aquifer; Physics","score_opus":0.01862872823071409,"score_gpt":0.23256615501657696,"score_spread":0.21393742678586286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392595534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69704765,0.011992632,0.04345511,0.04119284,0.020905789,0.0026987607,0.00048943184,0.005691183,0.17652659],"genre_scores_gemma":[0.9185527,0.0002277928,0.04798227,0.02240927,0.0019424249,0.000011207818,0.0006566885,0.000026656395,0.008190981],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998177,0.00008032614,0.00028569117,0.0006947448,0.0002905366,0.0004717085],"domain_scores_gemma":[0.9991998,0.0000808254,0.000033489152,0.00036012402,0.000030428462,0.0002953056],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032609023,0.00031693498,0.00031481584,0.00013339335,0.00012346072,0.00039344057,0.00032976107,0.00023993546,0.004800557],"category_scores_gemma":[0.000021472533,0.0002319396,0.00011543469,0.00014254163,0.00008906623,0.00007612774,0.00038439545,0.00078679074,0.0010318555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005329215,0.000015557349,0.034965694,0.00016996686,0.000079829166,0.000043811364,0.0005479976,0.014058239,0.0000024688604,0.00006216212,0.6221791,0.32782188],"study_design_scores_gemma":[0.00008681128,0.00013385691,0.008376987,0.00014157937,0.00006401608,0.00006284171,0.00003943912,0.60246783,0.000024925886,0.016940026,0.3711161,0.0005455469],"about_ca_topic_score_codex":0.005983487,"about_ca_topic_score_gemma":0.0005505528,"teacher_disagreement_score":0.5884096,"about_ca_system_score_codex":0.000008366171,"about_ca_system_score_gemma":0.000036501177,"threshold_uncertainty_score":0.99974597},"labels":[],"label_agreement":null},{"id":"W4392651482","doi":"10.3390/jmse12030471","title":"Estimation of Temperature and Salinity from Marine Seismic Data—A Two-Step Approach","year":2024,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Wyoming; Canadian Centre for Applied Research in Cancer Control; National Science Foundation","keywords":"Salinity; Environmental science; Temperature salinity diagrams; Estimation; Geology; Oceanography; Economics","score_opus":0.01212820162900467,"score_gpt":0.22141611320887228,"score_spread":0.20928791157986762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392651482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99270743,0.00059963646,0.0051348517,0.00030979796,0.00032720104,0.00003794868,0.000022229657,0.00003131976,0.00082960573],"genre_scores_gemma":[0.95557964,0.00024327423,0.043968994,0.000085007916,0.00008425337,5.6122673e-8,0.000020067586,0.0000020724426,0.000016651526],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925995,0.000009130699,0.00019758863,0.00014888035,0.00027476155,0.00010970075],"domain_scores_gemma":[0.9996181,0.00007334733,0.00005381561,0.00012047899,0.0000515064,0.000082764316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010278621,0.00007513756,0.00013366099,0.00021447144,0.00005124515,0.00012659506,0.0002299365,0.000023628443,0.000036763093],"category_scores_gemma":[0.00012743854,0.00005494773,0.000014847512,0.00030202811,0.00010752247,0.00084329385,0.000116666066,0.00019709438,8.414239e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001671375,0.000009744703,0.014093666,0.00014075916,0.00002234274,0.000018858138,0.00017117361,0.020453298,0.0020827067,0.000051362502,0.0016202212,0.96131915],"study_design_scores_gemma":[0.0000907052,0.00004498132,0.023435976,0.000060527436,0.000016587399,0.00012487419,0.000055943765,0.97377616,0.0008268518,0.00026281652,0.0012400415,0.000064525644],"about_ca_topic_score_codex":0.0010880445,"about_ca_topic_score_gemma":0.0000028003392,"teacher_disagreement_score":0.96125466,"about_ca_system_score_codex":0.0000051142392,"about_ca_system_score_gemma":0.00007287575,"threshold_uncertainty_score":0.22407034},"labels":[],"label_agreement":null},{"id":"W4392662978","doi":"10.5194/egusphere-egu24-22394","title":"ARISGAN: Extreme Super-Resolution of Arctic Surface Imagery using Generative Adversarial Networks","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Generative grammar; The arctic; Adversarial system; Generative adversarial network; Resolution (logic); Environmental science; Computer science; Remote sensing; Artificial intelligence; Geology; Climatology; Oceanography; Image (mathematics)","score_opus":0.04492944916131445,"score_gpt":0.24571061434027053,"score_spread":0.20078116517895608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392662978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6735928,0.01742296,0.2613155,0.00215895,0.01556571,0.0013950852,0.0005707219,0.0012133792,0.026764894],"genre_scores_gemma":[0.9623757,0.0002698726,0.0352965,0.00042888327,0.00050638645,5.756201e-7,0.0003230768,0.0000114846525,0.0007875173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981925,0.0001662747,0.0004293869,0.0005553733,0.00032580254,0.00033069155],"domain_scores_gemma":[0.9991514,0.00011549535,0.00015898632,0.00035757094,0.00012535976,0.00009116343],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050895964,0.00029838507,0.00039772253,0.00015735198,0.00010440523,0.00011584793,0.00028691525,0.00031368656,0.0018293627],"category_scores_gemma":[0.000038913244,0.0002533412,0.00021417676,0.0001981829,0.00019949928,0.0001238948,0.00020077919,0.00080724456,0.0000536997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097522825,0.000031103464,0.0112643745,0.0003453691,0.00017732594,0.000041562827,0.00043895585,0.93168694,0.0005739269,0.00011163785,0.04287176,0.0123595055],"study_design_scores_gemma":[0.00008800326,0.00003764473,0.00040865777,0.00025016075,0.00009580009,0.000011945867,0.00013030684,0.99182373,0.0018531455,0.004096367,0.0009100847,0.0002941432],"about_ca_topic_score_codex":0.053754248,"about_ca_topic_score_gemma":0.00014237552,"teacher_disagreement_score":0.2887829,"about_ca_system_score_codex":0.000032854692,"about_ca_system_score_gemma":0.00023378873,"threshold_uncertainty_score":0.9999919},"labels":[],"label_agreement":null},{"id":"W4393024598","doi":"10.3997/2214-4609.202430028","title":"Interpretation of Low-Frequency DAS Data Acquired during Hydraulic Fracturing Treatments Based on Geomechanical Models","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Hydraulic fracturing; Fracture (geology); Azimuth; Waterfall; Frequency domain; Deformation (meteorology); Stress (linguistics); Shear (geology); Geotechnical engineering; Seismology; Petrology; Geometry; Computer science; Mathematics","score_opus":0.0254110030769687,"score_gpt":0.263722475618876,"score_spread":0.23831147254190732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393024598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83814037,0.0007171807,0.11467415,0.0012316812,0.0007351015,0.00042602592,0.00033636918,0.0010152984,0.042723797],"genre_scores_gemma":[0.9960938,0.00003499723,0.002698379,0.00059119,0.000029604336,9.654927e-7,0.00036871518,0.0000051925613,0.00017713137],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990004,0.000038845898,0.00020869922,0.00035508198,0.00023072654,0.00016626508],"domain_scores_gemma":[0.9993508,0.00010757746,0.00003666313,0.00043297093,0.000013569867,0.000058421272],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017630302,0.00011989049,0.00012897582,0.000170148,0.000055121913,0.000055960867,0.0003319245,0.000052311643,0.0010773942],"category_scores_gemma":[0.000022707383,0.00009016382,0.000046906363,0.00014125065,0.000030816485,0.0006382545,0.00002394221,0.00007370896,0.00010729001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005446595,0.00030639247,0.009735022,0.0009755144,0.00029054075,0.00025602552,0.0011134531,0.11392437,0.005028214,0.00055735116,0.009145218,0.85812324],"study_design_scores_gemma":[0.00013103397,0.00007546279,0.0009018412,0.00022185012,0.000016930095,0.0000034948177,0.000027057833,0.9787725,0.017525349,0.0021509612,0.000074617645,0.00009886704],"about_ca_topic_score_codex":0.0019314308,"about_ca_topic_score_gemma":0.00001319352,"teacher_disagreement_score":0.86484814,"about_ca_system_score_codex":0.000009121645,"about_ca_system_score_gemma":0.00003887819,"threshold_uncertainty_score":0.9998357},"labels":[],"label_agreement":null},{"id":"W4393059040","doi":"10.15377/2409-787x.2023.10.11","title":"Reservoir Characterization Using Seismic Inversion Based on Sparse Layer Reflectivity and Hybrid Genetic Algorithms: A Comparative Case Study of Blackfoot, Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University Grants Commission","keywords":"Inversion (geology); Seismic inversion; Algorithm; Acoustic impedance; Genetic algorithm; Reflectivity; Computer science; Adaptability; Reservoir modeling; Electrical impedance; Data mining; Geology; Seismology; Machine learning; Engineering; Mathematics; Optics; Biology; Geotechnical engineering","score_opus":0.04133523205117969,"score_gpt":0.28862210997539123,"score_spread":0.24728687792421153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393059040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701065,0.000018289718,0.0013928704,0.0010078452,0.0003818265,0.00007422786,0.000049315764,0.00003496067,0.000030042951],"genre_scores_gemma":[0.9990918,0.000018126206,0.0005403529,0.0002687651,0.00004937991,4.87064e-7,0.000012243202,0.0000037019893,0.000015153052],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988475,0.00010295053,0.00033502976,0.00016016979,0.00042001996,0.0001343406],"domain_scores_gemma":[0.999096,0.000098892735,0.00038189688,0.000113366616,0.00026035393,0.000049491697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025282335,0.00010875256,0.00021996633,0.00090819283,0.00010649237,0.000016890845,0.00025339072,0.000047111276,0.00003414484],"category_scores_gemma":[0.00004714692,0.00009614419,0.00002964267,0.00026540738,0.00008549162,0.00012877473,0.00004286749,0.00023928462,0.0000019986185],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007922785,0.00044011854,0.7637876,0.00003140381,0.00036215535,0.014524814,0.0011935462,0.15676984,0.008590473,0.0000059076106,0.0032296402,0.050272167],"study_design_scores_gemma":[0.00084145606,0.00086401514,0.019064842,0.00006010983,0.000024658175,0.0017507498,0.0024819726,0.96727175,0.006485698,0.00010201092,0.0009451191,0.000107618216],"about_ca_topic_score_codex":0.12591541,"about_ca_topic_score_gemma":0.015587612,"teacher_disagreement_score":0.81050193,"about_ca_system_score_codex":0.00005903445,"about_ca_system_score_gemma":0.00020022139,"threshold_uncertainty_score":0.87990516},"labels":[],"label_agreement":null},{"id":"W4393107404","doi":"10.1007/978-3-031-43807-3_11","title":"Seismic Inversion and Lithological Characterization of Reservoirs: Case of Penobscot, Nova Scotia Offshore (Canada)","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in Science, Technology & Innovation/Advances in science, technology & innovation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Inversion (geology); Submarine pipeline; Seismic inversion; Nova scotia; Seismology; Reservoir modeling; Hydrocarbon exploration; Petrology; Mineralogy; Geotechnical engineering; Oceanography; Tectonics; Azimuth","score_opus":0.013022978514928056,"score_gpt":0.2635338674454211,"score_spread":0.25051088893049306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393107404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94788915,0.004233481,0.0010066594,0.0025147956,0.0016200375,0.0010379774,0.0001962672,0.00042442494,0.0410772],"genre_scores_gemma":[0.990055,0.0027022634,0.00546762,0.0004009842,0.000042747237,0.000013674545,0.0001472091,0.000026034086,0.0011444298],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9929046,0.000031236083,0.0025891645,0.0020329468,0.0014307727,0.0010112728],"domain_scores_gemma":[0.99443734,0.00015941607,0.001970504,0.0011513176,0.0022182786,0.00006316693],"candidate_categories":["metaepi_narrow","bibliometrics","sts"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0034331607,0.00070050685,0.0011095286,0.03181751,0.00048029236,0.00008210039,0.0022844963,0.0010386714,0.00011957653],"category_scores_gemma":[0.0012196446,0.0006621084,0.00005035649,0.04875946,0.01915031,0.0039595645,0.00062109326,0.0018297264,0.000012344233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000830815,0.00007305702,0.12049779,0.0003702306,0.000016071923,0.00029040524,0.00016332761,0.00056017644,0.025902405,0.62134993,0.00009705965,0.23059648],"study_design_scores_gemma":[0.0012959086,0.001331498,0.0046320665,0.0032458124,0.00006725711,0.0016312193,0.002765505,0.0129939215,0.13260818,0.7424003,0.094860464,0.0021678577],"about_ca_topic_score_codex":0.0020382167,"about_ca_topic_score_gemma":0.011261712,"teacher_disagreement_score":0.22842862,"about_ca_system_score_codex":0.00035120855,"about_ca_system_score_gemma":0.001777249,"threshold_uncertainty_score":0.999583},"labels":[],"label_agreement":null},{"id":"W4393233473","doi":"10.1190/geo2023-0064.1","title":"Data-driven double-focusing resolution analyses for seismic imaging","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China - State Grid Corporation Joint Fund for Smart Grid","keywords":"Geology; Seismology; Geophysical imaging; Resolution (logic); Remote sensing; Computer science; Artificial intelligence","score_opus":0.08980787697834443,"score_gpt":0.3286362689655147,"score_spread":0.23882839198717026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393233473","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24634096,0.01394895,0.68307346,0.011786451,0.0061614634,0.0014458783,0.004329579,0.0041573946,0.028755851],"genre_scores_gemma":[0.9876682,0.00006832203,0.00859626,0.0010050312,0.0006020661,0.0000017105216,0.0015743839,0.000008858368,0.00047514815],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909014,0.000019250843,0.00014023866,0.00035129552,0.00014967937,0.0002494089],"domain_scores_gemma":[0.9994452,0.000095032345,0.0000338988,0.00034476808,0.000034520366,0.000046560144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019510226,0.00011184881,0.00011524433,0.000097981116,0.00018249871,0.00020242717,0.00029576436,0.000026621428,0.00007474072],"category_scores_gemma":[0.00000973859,0.00009642293,0.000064322754,0.00024433946,0.000059610335,0.0006709359,0.000032808497,0.00010894615,0.00018524389],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006252936,0.000016153894,0.0018527407,0.00016652257,0.000076274315,0.00002424889,0.0002485146,0.008608363,0.0008920611,0.00046845374,0.24671368,0.7408705],"study_design_scores_gemma":[0.00009686094,0.0000150651695,0.00036184306,0.000051097915,0.00004547354,0.0000060038933,0.000057514455,0.8299,0.00083511777,0.0040860963,0.16442136,0.0001235214],"about_ca_topic_score_codex":0.0034214277,"about_ca_topic_score_gemma":0.000018351344,"teacher_disagreement_score":0.8212917,"about_ca_system_score_codex":0.000007906279,"about_ca_system_score_gemma":0.000062934676,"threshold_uncertainty_score":0.5172198},"labels":[],"label_agreement":null},{"id":"W4393412240","doi":"10.5281/zenodo.1324462","title":"Penobscot Interpretation Dataset","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Computer science; Remote sensing; Geology; Programming language","score_opus":0.0320976063332075,"score_gpt":0.2395391748393774,"score_spread":0.2074415685061699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393412240","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009887916,0.000073145195,0.00043219948,0.0006985245,0.00020789135,0.0002565788,0.98972714,0.0005281562,0.008066478],"genre_scores_gemma":[0.0009435057,0.00026222182,0.00015470837,0.0022297627,0.00018748801,6.0293788e-9,0.99595165,0.00019915456,0.00007151589],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998164,0.000336019,0.00026720806,0.00051507057,0.00041427556,0.00030345225],"domain_scores_gemma":[0.9989085,0.000033765355,0.0001652983,0.00052907516,0.00015602948,0.00020732511],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043381666,0.00020504507,0.00020271943,0.00024487072,0.0012480676,0.0008861978,0.0016039157,0.000117687705,0.069123454],"category_scores_gemma":[0.0005017839,0.00020488416,0.000054222248,0.0003454001,0.00016141376,0.00029752217,0.00039899885,0.0005374324,0.07947994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041476836,0.000015332931,4.987401e-7,0.00007178885,0.000020262101,0.00001895233,0.000064811175,0.000008439098,0.000005172262,0.000004589762,0.92413473,0.07561396],"study_design_scores_gemma":[0.00013422294,0.00021910587,0.000039898503,0.000046278994,0.000027664715,0.00006832224,0.00007250167,0.0014041073,0.000026272792,0.000060957285,0.99767125,0.00022943316],"about_ca_topic_score_codex":0.00075129844,"about_ca_topic_score_gemma":0.000001837384,"teacher_disagreement_score":0.07538453,"about_ca_system_score_codex":0.000024723133,"about_ca_system_score_gemma":0.0000059227195,"threshold_uncertainty_score":0.9599253},"labels":[],"label_agreement":null},{"id":"W4393458838","doi":"10.5281/zenodo.7543192","title":"Microseismic source imaging using physics-informed neural networks with hard constraints","year":2023,"lang":"en","type":"dataset","venue":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Microseism; Artificial neural network; Statistical physics; Computer science; Deep neural networks; Physics; Data science; Artificial intelligence; Seismology; Geology","score_opus":0.007938234336233883,"score_gpt":0.18541828260905838,"score_spread":0.1774800482728245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393458838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696989,0.0008581102,0.0016005102,0.0022509717,0.000996997,0.0009310738,0.021527577,0.0015483437,0.00058752083],"genre_scores_gemma":[0.9892858,0.0011218619,0.0067812484,0.00017257222,0.00005440476,1.5501594e-7,0.0023437142,0.000022152197,0.00021804786],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99617195,0.000037453236,0.00033506507,0.0013912239,0.00102856,0.001035718],"domain_scores_gemma":[0.99667543,0.00011235761,0.0008958507,0.00084442995,0.0012399512,0.00023198883],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0011250044,0.00047825836,0.0007596817,0.0038420665,0.0040203957,0.00013144838,0.0026816858,0.0005537281,0.000011158483],"category_scores_gemma":[0.00016728252,0.00052268885,0.000076262455,0.006774726,0.06862099,0.001087288,0.00085952645,0.0010055896,0.000007944683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005294495,0.00032829362,0.344124,0.001355459,0.00054936396,0.0028495837,0.0027048232,0.0029171377,0.031334914,0.0004420357,0.2389032,0.37396175],"study_design_scores_gemma":[0.0055856225,0.0023854277,0.010190245,0.006733108,0.0017226832,0.005438813,0.14689273,0.5437924,0.020478629,0.001123338,0.24986468,0.0057922676],"about_ca_topic_score_codex":0.010588955,"about_ca_topic_score_gemma":0.0002225263,"teacher_disagreement_score":0.5408753,"about_ca_system_score_codex":0.00016946407,"about_ca_system_score_gemma":0.0015307546,"threshold_uncertainty_score":0.9997225},"labels":[],"label_agreement":null},{"id":"W4393458946","doi":"10.5281/zenodo.8194585","title":"Hydraulic Tomography Estimates Improved by Zonal Information from the Clustering of Geophysical Survey Data","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cluster analysis; Geology; Tomography; Geophysics; Geophysical survey; Computer science; Artificial intelligence; Physics; Optics","score_opus":0.03747494306280351,"score_gpt":0.23636984869503164,"score_spread":0.19889490563222811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393458946","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018207578,0.00007471822,0.00087255647,0.00023298572,0.00017332577,0.0002312125,0.9974064,0.00032236616,0.0005043182],"genre_scores_gemma":[0.0011074836,0.00023014772,0.00013019655,0.00039994533,0.00007964752,1.0745048e-8,0.9979338,0.0001003592,0.000018407676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983928,0.00031007838,0.00031606638,0.00031663405,0.0004109496,0.0002534361],"domain_scores_gemma":[0.99837375,0.00022758689,0.00022889156,0.00088174746,0.00020238438,0.000085659514],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00097315654,0.0001656617,0.00018991737,0.00015633066,0.00085993967,0.00060227216,0.0026088986,0.0000940653,0.003397745],"category_scores_gemma":[0.00084522145,0.0001329892,0.000043137516,0.0005170327,0.00022134381,0.0005423521,0.0009776924,0.00037221893,0.006674533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003167374,0.000013011981,0.000019005412,0.00003489314,0.00003685597,7.083537e-7,0.00004666403,0.000011481802,0.00001040049,3.0055097e-7,0.95379585,0.04599918],"study_design_scores_gemma":[0.0001265006,0.00008985836,0.0034150328,0.00004121264,0.00002162047,0.000004475438,0.000060453625,0.025729673,0.000023861649,0.000035326553,0.9703081,0.0001438383],"about_ca_topic_score_codex":0.04723197,"about_ca_topic_score_gemma":0.00004326106,"teacher_disagreement_score":0.047188707,"about_ca_system_score_codex":0.000009204052,"about_ca_system_score_gemma":0.0000067261217,"threshold_uncertainty_score":0.9975133},"labels":[],"label_agreement":null},{"id":"W4393512422","doi":"10.5281/zenodo.10422306","title":"King Mountain Cairn (3M-colour) from SCENE 7.0","year":2017,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Archaeology; Cartography; Art; Computer graphics (images); Computer science","score_opus":0.03556073198971879,"score_gpt":0.25013867761370756,"score_spread":0.21457794562398877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393512422","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004102336,0.00023847856,0.00013038222,0.0006447242,0.00041142825,0.0003061293,0.97728986,0.00071464997,0.01985409],"genre_scores_gemma":[0.0034772954,0.00041234805,0.00023706896,0.0007918898,0.00040482212,9.6589305e-9,0.9937567,0.0002829583,0.0006369139],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977014,0.00035744545,0.00028501058,0.0006337979,0.00054085004,0.00048149395],"domain_scores_gemma":[0.99812025,0.00004857082,0.00029482882,0.0010497418,0.0002593198,0.00022729159],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007558213,0.0002682381,0.00028321144,0.00030241243,0.0036574882,0.0017990756,0.0026003285,0.00021042966,0.079240665],"category_scores_gemma":[0.0006642755,0.00026656812,0.000083737315,0.00018194644,0.0002841163,0.00034404945,0.0005484676,0.000677668,0.03758408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026866517,0.000020445954,0.0000137651405,0.00002735935,0.000030147829,0.00003959798,0.00006210346,0.0000087528,0.00001184383,0.0000032145945,0.9035657,0.096190214],"study_design_scores_gemma":[0.00021734522,0.00012929154,0.00052202074,0.00010499998,0.00003300417,0.00004544793,0.00007061997,0.00078318425,0.000066391665,0.00018453812,0.99752975,0.0003134144],"about_ca_topic_score_codex":0.015493574,"about_ca_topic_score_gemma":0.000024438426,"teacher_disagreement_score":0.0958768,"about_ca_system_score_codex":0.000060128303,"about_ca_system_score_gemma":0.0000114061095,"threshold_uncertainty_score":0.99997866},"labels":[],"label_agreement":null},{"id":"W4393513033","doi":"10.5281/zenodo.6572286","title":"VolveSynthetic","year":2022,"lang":"en","type":"dataset","venue":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","score_opus":0.005787898902030703,"score_gpt":0.1719090843108843,"score_spread":0.1661211854088536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393513033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9025867,0.0035144552,0.00009444388,0.0072321715,0.0018861584,0.0012133906,0.0765712,0.0015880617,0.0053134332],"genre_scores_gemma":[0.9839607,0.005342102,0.0049182917,0.0002183291,0.00004238817,3.496382e-7,0.0047008097,0.000020510028,0.0007965114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99566054,0.000063365085,0.000345081,0.0015640394,0.0014766767,0.0008902872],"domain_scores_gemma":[0.9965507,0.00011349833,0.000823066,0.0011232911,0.0011472406,0.00024225123],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002043339,0.00042867797,0.000764402,0.00648302,0.0052720252,0.000079491736,0.0040718704,0.000657108,0.00051610795],"category_scores_gemma":[0.00036113028,0.00050811534,0.00008765032,0.00762008,0.05553692,0.00083927636,0.0014737147,0.0011350487,0.0000089950845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032056458,0.00053833856,0.08425577,0.0010688617,0.00035489487,0.0020790547,0.0025514944,0.00006329595,0.031494375,0.0024032039,0.64602506,0.22884506],"study_design_scores_gemma":[0.0007839143,0.0009826738,0.0017521313,0.0005625657,0.0003064207,0.00070126326,0.03445902,0.0015621007,0.0073791137,0.0014206538,0.9490005,0.0010896627],"about_ca_topic_score_codex":0.010081963,"about_ca_topic_score_gemma":0.00023761053,"teacher_disagreement_score":0.3029754,"about_ca_system_score_codex":0.00017244315,"about_ca_system_score_gemma":0.0015967435,"threshold_uncertainty_score":0.999737},"labels":[],"label_agreement":null},{"id":"W4393534758","doi":"10.5281/zenodo.10422307","title":"King Mountain Cairn (3M-colour) from SCENE 7.0","year":2017,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer graphics (images); Archaeology; Art; Geography; Remote sensing; Computer science; Geology","score_opus":0.03556073198971879,"score_gpt":0.25013867761370756,"score_spread":0.21457794562398877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393534758","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004102336,0.00023847856,0.00013038222,0.0006447242,0.00041142825,0.0003061293,0.97728986,0.00071464997,0.01985409],"genre_scores_gemma":[0.0034772954,0.00041234805,0.00023706896,0.0007918898,0.00040482212,9.6589305e-9,0.9937567,0.0002829583,0.0006369139],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977014,0.00035744545,0.00028501058,0.0006337979,0.00054085004,0.00048149395],"domain_scores_gemma":[0.99812025,0.00004857082,0.00029482882,0.0010497418,0.0002593198,0.00022729159],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007558213,0.0002682381,0.00028321144,0.00030241243,0.0036574882,0.0017990756,0.0026003285,0.00021042966,0.079240665],"category_scores_gemma":[0.0006642755,0.00026656812,0.000083737315,0.00018194644,0.0002841163,0.00034404945,0.0005484676,0.000677668,0.03758408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026866517,0.000020445954,0.0000137651405,0.00002735935,0.000030147829,0.00003959798,0.00006210346,0.0000087528,0.00001184383,0.0000032145945,0.9035657,0.096190214],"study_design_scores_gemma":[0.00021734522,0.00012929154,0.00052202074,0.00010499998,0.00003300417,0.00004544793,0.00007061997,0.00078318425,0.000066391665,0.00018453812,0.99752975,0.0003134144],"about_ca_topic_score_codex":0.015493574,"about_ca_topic_score_gemma":0.000024438426,"teacher_disagreement_score":0.0958768,"about_ca_system_score_codex":0.000060128303,"about_ca_system_score_gemma":0.0000114061095,"threshold_uncertainty_score":0.99997866},"labels":[],"label_agreement":null},{"id":"W4393569037","doi":"10.5281/zenodo.8194584","title":"Hydraulic Tomography Estimates Improved by Zonal Information from the Clustering of Geophysical Survey Data","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cluster analysis; Tomography; Geology; Geophysics; Computer science; Artificial intelligence; Medicine; Radiology","score_opus":0.02585059209829477,"score_gpt":0.23114563781497469,"score_spread":0.20529504571667992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393569037","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010351483,0.0001409149,0.0017570106,0.00025206007,0.0001470015,0.0002377876,0.9957309,0.00018209839,0.0014487314],"genre_scores_gemma":[0.0014884983,0.00022136717,0.00020304389,0.0006558161,0.000056147008,9.487871e-9,0.99730945,0.000042347205,0.000023339175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847573,0.000324984,0.00031474532,0.00031001243,0.00034729167,0.00022725566],"domain_scores_gemma":[0.99833643,0.00020896444,0.00021459267,0.0009406912,0.0002275725,0.000071769675],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079244765,0.00016538263,0.00019480044,0.00015640487,0.0008517284,0.000586366,0.0027112921,0.00009580873,0.0051223035],"category_scores_gemma":[0.0008000039,0.00013297793,0.000042958192,0.00045328846,0.00021221879,0.00051929883,0.0009981686,0.00037607885,0.000496631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037348276,0.000016547914,0.000021103686,0.00004487935,0.00003847293,3.953328e-7,0.00003719046,0.000008290747,0.000008106324,5.5581654e-7,0.9325224,0.06726467],"study_design_scores_gemma":[0.00013681124,0.00007640199,0.0015150652,0.000055487704,0.000026774875,0.0000033239414,0.000043381886,0.0205303,0.000037412676,0.000029339712,0.97741294,0.00013278676],"about_ca_topic_score_codex":0.028993312,"about_ca_topic_score_gemma":0.000024332221,"teacher_disagreement_score":0.067131884,"about_ca_system_score_codex":0.000009942834,"about_ca_system_score_gemma":0.000009891196,"threshold_uncertainty_score":0.99578714},"labels":[],"label_agreement":null},{"id":"W4393569369","doi":"10.5281/zenodo.1341774","title":"Penobscot Interpretation Dataset","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Computer science; Geography; Programming language","score_opus":0.028692469497374057,"score_gpt":0.24558835509858926,"score_spread":0.2168958856012152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393569369","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036117333,0.00007460341,0.00028861014,0.00025253545,0.00031079885,0.00024860704,0.9878478,0.00046035275,0.01048054],"genre_scores_gemma":[0.000750356,0.00021218005,0.00017321146,0.0011529623,0.0002716022,6.1936634e-9,0.99709386,0.00019838563,0.00014744156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980976,0.00034549518,0.00027035302,0.00051682687,0.00042143947,0.00034830623],"domain_scores_gemma":[0.99865806,0.000033268276,0.00017729396,0.0007118888,0.00025355082,0.00016590889],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070493045,0.00020889616,0.00018846271,0.00033935506,0.0015974964,0.00091508054,0.001680361,0.00013807515,0.12178281],"category_scores_gemma":[0.00044480598,0.00020361503,0.000050541817,0.00031723513,0.00027937777,0.00032753998,0.0003898414,0.0004175245,0.047575355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038501606,0.000019715795,6.718883e-7,0.000053214768,0.000019758274,0.000009621655,0.00004992908,0.0000029650876,0.000003601807,0.000003257715,0.94755054,0.05224821],"study_design_scores_gemma":[0.00012966555,0.00026847114,0.000050103667,0.000060740134,0.000026280963,0.0000888344,0.00004624317,0.000909547,0.00003307247,0.00008609373,0.9980656,0.00023537617],"about_ca_topic_score_codex":0.0011557383,"about_ca_topic_score_gemma":0.0000041836643,"teacher_disagreement_score":0.074207455,"about_ca_system_score_codex":0.000029055494,"about_ca_system_score_gemma":0.0000057867305,"threshold_uncertainty_score":0.9997023},"labels":[],"label_agreement":null},{"id":"W4393634485","doi":"10.5281/zenodo.5152857","title":"Seismicity catalog of hydraulic-fracturing-induced earthquakes in the Kiskatinaw area, northeast British Columbia","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Hydraulic fracturing; Geology; Seismology; Geotechnical engineering","score_opus":0.02912627807217819,"score_gpt":0.2199002736266097,"score_spread":0.1907739955544315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393634485","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03365588,0.00006517791,0.00001642114,0.0005160988,0.00018421638,0.00059948803,0.9589388,0.0004279819,0.0055959555],"genre_scores_gemma":[0.09638336,0.00021657826,0.000018951201,0.0008050949,0.00009474675,3.8944723e-8,0.902005,0.0001797374,0.0002964512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976463,0.0005057307,0.00039695096,0.0004656382,0.0005798175,0.0004055634],"domain_scores_gemma":[0.9987232,0.000099287834,0.00024031624,0.000630389,0.00020535493,0.00010142593],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001193457,0.00016727463,0.00027658464,0.00021743361,0.0011802816,0.0011675593,0.0018283906,0.00014896954,0.008549407],"category_scores_gemma":[0.00056748954,0.00019263655,0.00008139204,0.00072541705,0.00021740708,0.00019740264,0.0002740344,0.0006772295,0.005641642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010284748,0.000043791504,0.00007610255,0.000081359074,0.00001394681,0.000056338296,0.00015671835,0.000027832062,0.000003062446,4.1679496e-7,0.95443225,0.04509791],"study_design_scores_gemma":[0.00018387398,0.00018762019,0.014130858,0.00013500318,0.000015732014,0.00015249723,0.00029698305,0.0003760704,0.000013479513,0.000069082234,0.9842341,0.00020468025],"about_ca_topic_score_codex":0.26145598,"about_ca_topic_score_gemma":0.0042350003,"teacher_disagreement_score":0.25722098,"about_ca_system_score_codex":0.000020563275,"about_ca_system_score_gemma":0.0000116194915,"threshold_uncertainty_score":0.99986935},"labels":[],"label_agreement":null},{"id":"W4393663521","doi":"10.5281/zenodo.5603835","title":"Microseismic source parameters from induced seismicity in the Horn river basin (British Columbia) [Dataset]","year":2021,"lang":"en","type":"dataset","venue":"Explore Bristol Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Research Councils UK","keywords":"Microseism; Induced seismicity; Seismology; Geology; French horn; Structural basin; Geomorphology","score_opus":0.09848261686580054,"score_gpt":0.3108628592719649,"score_spread":0.21238024240616435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393663521","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12597936,0.0011592588,0.0000123404025,0.0010091548,0.00039832696,0.0006222078,0.87069845,0.00005545087,0.0000654386],"genre_scores_gemma":[0.006369762,0.0017116121,0.00031522324,0.008121238,0.00025884758,0.000035646655,0.98284775,0.000020386877,0.00031954588],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99246806,0.0025975103,0.0005995995,0.0012921694,0.0018693474,0.0011733385],"domain_scores_gemma":[0.99621433,0.0015689132,0.0001818007,0.001603283,0.00018245463,0.00024922853],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030615276,0.00034795792,0.00068489974,0.00035437846,0.0007432762,0.0019680785,0.0025961464,0.0005535209,0.002989135],"category_scores_gemma":[0.000849283,0.00041185654,0.00019267006,0.0011790734,0.0008655931,0.00035621264,0.00027217699,0.0035795202,0.0011104603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034327888,0.00008786604,0.0014380646,0.00004929981,0.000030397981,0.00088519766,0.00023219215,0.0000074855398,0.000004611155,1.7066355e-8,0.9661332,0.03109736],"study_design_scores_gemma":[0.00033470613,0.00015532454,0.00406864,0.00033788936,0.00002463556,0.00008488109,0.00176868,0.0005132083,0.00007542952,0.00030774638,0.99184954,0.00047932152],"about_ca_topic_score_codex":0.9502811,"about_ca_topic_score_gemma":0.13308896,"teacher_disagreement_score":0.81719214,"about_ca_system_score_codex":0.000089005705,"about_ca_system_score_gemma":0.0005046227,"threshold_uncertainty_score":0.99983335},"labels":[],"label_agreement":null},{"id":"W4393667534","doi":"10.5281/zenodo.5152863","title":"Seismicity catalog of hydraulic-fracturing-induced earthquakes in the Kiskatinaw area, northeast British Columbia","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Induced seismicity; Geology; Seismology; Geotechnical engineering","score_opus":0.024622207470600985,"score_gpt":0.2128788546086415,"score_spread":0.18825664713804052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393667534","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04330884,0.00019453066,0.000026405341,0.00050315954,0.00015806309,0.0005091651,0.94642335,0.000217626,0.008658856],"genre_scores_gemma":[0.13816322,0.0002408503,0.000034402343,0.0010816156,0.00008584605,2.7323598e-8,0.8600957,0.00012359107,0.0001747909],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975649,0.0006235843,0.000394143,0.00048162194,0.0005602297,0.00037552344],"domain_scores_gemma":[0.9986254,0.00007757462,0.00023857526,0.0006813597,0.00027401096,0.0001030804],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009708588,0.00016707486,0.00029385128,0.00015658305,0.001123724,0.0013812189,0.0016131223,0.00014977706,0.024157457],"category_scores_gemma":[0.000534885,0.00019508156,0.000087471744,0.00059542037,0.0002068567,0.00020393754,0.00027160073,0.0007015783,0.0010493217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008781265,0.00006447742,0.000088515604,0.00008352605,0.000014755231,0.00007841378,0.00015278935,0.000019891924,0.000005588073,3.8025215e-7,0.9455123,0.05397057],"study_design_scores_gemma":[0.00018836456,0.0001527661,0.008384306,0.00015241902,0.000017622908,0.00030028072,0.0003582454,0.00024550757,0.000034430308,0.00003678797,0.98992234,0.00020690807],"about_ca_topic_score_codex":0.14959358,"about_ca_topic_score_gemma":0.0028772373,"teacher_disagreement_score":0.14671634,"about_ca_system_score_codex":0.00002095912,"about_ca_system_score_gemma":0.000016393386,"threshold_uncertainty_score":0.9997285},"labels":[],"label_agreement":null},{"id":"W4393670529","doi":"10.5281/zenodo.5603087","title":"Microseismic source parameters from induced seismicity in the Horn river basin (British Columbia) [Dataset]","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Research Councils UK","keywords":"Microseism; Induced seismicity; Geology; Seismology; French horn; Structural basin; Geomorphology; Acoustics","score_opus":0.02912415556699308,"score_gpt":0.21704461546544696,"score_spread":0.18792045989845388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393670529","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026001865,0.0001664683,0.00007329591,0.0005251481,0.0001977546,0.00040836484,0.9716393,0.00022711528,0.00076071994],"genre_scores_gemma":[0.005281811,0.00043269014,0.0001693952,0.006878432,0.00011963369,3.728693e-8,0.98678017,0.00018994525,0.00014789202],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658436,0.0012207173,0.00037021987,0.00075307104,0.0005716387,0.0004999715],"domain_scores_gemma":[0.99849564,0.00013240014,0.0001916632,0.00088280643,0.0001533574,0.00014413675],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009706832,0.00021748498,0.00032398786,0.00016882071,0.001667401,0.0034236812,0.0022310007,0.00022452178,0.027215563],"category_scores_gemma":[0.00050312816,0.00026904908,0.000092548944,0.0006271035,0.0003203053,0.00026648576,0.00045260758,0.001047947,0.0047698957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000152399125,0.000054219203,0.00002431729,0.00003080069,0.000025425385,0.00011125428,0.00013868728,0.000014796492,0.000011354147,1.13415275e-7,0.93468434,0.06488948],"study_design_scores_gemma":[0.0002863155,0.000120079814,0.0016591469,0.00011593055,0.000033059903,0.0001748605,0.00036406677,0.0003941289,0.000032474316,0.00006849456,0.9964344,0.00031707934],"about_ca_topic_score_codex":0.3220082,"about_ca_topic_score_gemma":0.0009397965,"teacher_disagreement_score":0.3210684,"about_ca_system_score_codex":0.00005063277,"about_ca_system_score_gemma":0.000015104922,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W4393770243","doi":"10.5281/zenodo.3675441","title":"VFA T1 mapping | RTHawk (open) vs Siemens (commercial)","year":2020,"lang":"en","type":"dataset","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Siemens; Computer science; Operating system; Engineering; Electrical engineering","score_opus":0.021933757098020732,"score_gpt":0.23141725598042037,"score_spread":0.20948349888239964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393770243","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016584888,0.0011715539,0.0106783975,0.0115698865,0.00077991816,0.0016197377,0.9707574,0.0012895108,0.0019677044],"genre_scores_gemma":[0.0021849116,0.0020601687,0.02210628,0.062270578,0.0007116506,0.00010722415,0.9095216,0.00006122703,0.00097638357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949675,0.0004204525,0.0010362888,0.0013090379,0.000840747,0.0014259606],"domain_scores_gemma":[0.99624705,0.0002791766,0.0007217194,0.001772507,0.00013161967,0.00084790715],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011324905,0.001007588,0.0012308535,0.00083391013,0.00071917113,0.000743926,0.0036905045,0.0009228234,0.0025802576],"category_scores_gemma":[0.000377425,0.0009963624,0.00040138414,0.001068866,0.00025344026,0.0007840128,0.0006416312,0.0019386327,0.0017915458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010537773,0.00007133783,0.0043664207,0.00012438894,0.000081260274,0.00021835926,0.000056526173,0.00009472838,0.0000129057435,0.000044022396,0.96340543,0.03141925],"study_design_scores_gemma":[0.00039714747,0.00030074167,0.0066307136,0.00023799809,0.000097632816,0.000113460184,0.000089908346,0.012913024,0.0002753128,0.0007075294,0.9770833,0.0011532281],"about_ca_topic_score_codex":0.28420612,"about_ca_topic_score_gemma":0.014292007,"teacher_disagreement_score":0.2699141,"about_ca_system_score_codex":0.00015210436,"about_ca_system_score_gemma":0.0006569225,"threshold_uncertainty_score":0.9992487},"labels":[],"label_agreement":null},{"id":"W4393820022","doi":"10.5281/zenodo.7277853","title":"Model 4 dataset for the manuscript \"Improving trajectory calculations by FLEXPART 10.4+ using deep learning inspired single image superresolution\"","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Superresolution; Trajectory; Artificial intelligence; Image (mathematics); Deep learning; Computer science; Pattern recognition (psychology); Computer vision; Physics","score_opus":0.06404840493235264,"score_gpt":0.2478179311653753,"score_spread":0.18376952623302265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393820022","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006802691,0.00043357865,0.015210976,0.00032313963,0.0001791099,0.00063723273,0.982084,0.00038683537,0.0006771115],"genre_scores_gemma":[0.0007322023,0.00010998877,0.0008332746,0.0005270255,0.00011603715,1.8029004e-7,0.9968802,0.00027877997,0.0005223309],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756247,0.00043979273,0.00035717245,0.00060231803,0.0005214268,0.00051681546],"domain_scores_gemma":[0.9986851,0.000104845254,0.00021791628,0.00063199754,0.0002124518,0.00014769039],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000989552,0.0002628083,0.00021656738,0.00027322455,0.0067679808,0.00093615113,0.0014886799,0.00011443536,0.0880998],"category_scores_gemma":[0.00063820794,0.00024691704,0.000098584016,0.00038038305,0.00026664214,0.00046109827,0.00039281542,0.00066971255,0.0007165864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041550644,0.000042948424,4.0984608e-7,0.000061171384,0.000029962646,0.0000031380644,0.00008953427,0.007160669,0.00047735468,0.0000026365626,0.97453237,0.017558273],"study_design_scores_gemma":[0.00017270356,0.00013433298,0.0000033028707,0.000011343502,0.000055944765,0.000028254197,0.00019626408,0.28192255,0.00004189085,0.000012654974,0.717207,0.00021377267],"about_ca_topic_score_codex":0.0019652976,"about_ca_topic_score_gemma":0.000009356484,"teacher_disagreement_score":0.27476186,"about_ca_system_score_codex":0.000116300245,"about_ca_system_score_gemma":0.000017072298,"threshold_uncertainty_score":0.99999833},"labels":[],"label_agreement":null},{"id":"W4393822812","doi":"10.5281/zenodo.3924682","title":"Penobscot Interpretation Dataset","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Geography; Computer science; Programming language","score_opus":0.035323467865307365,"score_gpt":0.251232066212665,"score_spread":0.2159085983473576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393822812","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.5552387e-8,0.00016254783,5.0880465e-7,0.00015770142,0.00014402324,0.00012997465,0.9988817,0.00009651449,0.0004269647],"genre_scores_gemma":[0.0000138799805,0.00002331917,0.000052648982,0.00809991,0.0001898013,0.0000049177443,0.99158406,0.0000035458575,0.000027884333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999056,0.000048923597,0.00016708834,0.00032388655,0.00022737028,0.00017675916],"domain_scores_gemma":[0.99930406,0.000096757976,0.00013248416,0.000328527,0.0000258396,0.00011234979],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000032169453,0.00018869003,0.00018223822,0.00008219344,0.00007178686,0.0001199007,0.0005855962,0.00014472242,0.6935701],"category_scores_gemma":[0.0004896942,0.00016890952,0.00005459194,0.000116534036,0.000008273526,0.00018020504,0.000049311413,0.00036421928,0.122759506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007115166,0.0000023961754,0.0000017985677,0.00014167944,0.0000073720744,0.000029210007,0.0000054978145,0.0000028837221,3.0142484e-8,8.895188e-9,0.9926595,0.007142522],"study_design_scores_gemma":[0.0000406876,0.000051995532,0.000042874708,0.00056027167,0.000012940259,0.000008534671,0.0000070357933,0.0019423272,0.000014229005,0.000011097507,0.9970984,0.0002096205],"about_ca_topic_score_codex":0.001140317,"about_ca_topic_score_gemma":0.000060625185,"teacher_disagreement_score":0.57081056,"about_ca_system_score_codex":0.000004234416,"about_ca_system_score_gemma":0.000069978894,"threshold_uncertainty_score":0.87792355},"labels":[],"label_agreement":null},{"id":"W4393826300","doi":"10.5281/zenodo.7297093","title":"Saskechewan Seismic data 1","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Geology; Seismology; Computer science","score_opus":0.05476515386097084,"score_gpt":0.24903498287323542,"score_spread":0.19426982901226458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393826300","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027550714,0.00021440165,0.00014341745,0.00065289985,0.00033089603,0.00027678945,0.98122346,0.00079941005,0.01633119],"genre_scores_gemma":[0.00033871428,0.00052157795,0.0001123226,0.0015658741,0.00017536165,7.0167445e-9,0.9964003,0.00029395407,0.000591903],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973908,0.0005183589,0.0002793249,0.00075953774,0.0006254142,0.0004265869],"domain_scores_gemma":[0.99775314,0.0000418636,0.00017606695,0.0017129865,0.00013259218,0.00018335135],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001206542,0.00022525714,0.00021883148,0.00036750108,0.0029166103,0.00079196045,0.004829421,0.00011507949,0.6328037],"category_scores_gemma":[0.00041074178,0.0002336782,0.000052486437,0.00050118956,0.00018719415,0.00033431558,0.0020242364,0.00083145103,0.015302519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017220646,0.000025820573,6.0080265e-7,0.00004658813,0.00002304907,0.000025475858,0.000036425656,0.000031989013,0.0000017815215,0.0000025074714,0.88428557,0.11550299],"study_design_scores_gemma":[0.0001427469,0.00016277107,0.000021546946,0.000019342058,0.000029659746,0.00016289293,0.00015900507,0.00254388,0.0000070070414,0.00007112232,0.9964049,0.00027513716],"about_ca_topic_score_codex":0.0026464225,"about_ca_topic_score_gemma":0.000003112573,"teacher_disagreement_score":0.61750114,"about_ca_system_score_codex":0.000041733354,"about_ca_system_score_gemma":0.000012778901,"threshold_uncertainty_score":0.99838144},"labels":[],"label_agreement":null},{"id":"W4393921197","doi":"10.5281/zenodo.1341756","title":"Penobscot Interpretation Dataset","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Computer science; Geography; Programming language","score_opus":0.028692469497374057,"score_gpt":0.24558835509858926,"score_spread":0.2168958856012152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393921197","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036117333,0.00007460341,0.00028861014,0.00025253545,0.00031079885,0.00024860704,0.9878478,0.00046035275,0.01048054],"genre_scores_gemma":[0.000750356,0.00021218005,0.00017321146,0.0011529623,0.0002716022,6.1936634e-9,0.99709386,0.00019838563,0.00014744156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980976,0.00034549518,0.00027035302,0.00051682687,0.00042143947,0.00034830623],"domain_scores_gemma":[0.99865806,0.000033268276,0.00017729396,0.0007118888,0.00025355082,0.00016590889],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070493045,0.00020889616,0.00018846271,0.00033935506,0.0015974964,0.00091508054,0.001680361,0.00013807515,0.12178281],"category_scores_gemma":[0.00044480598,0.00020361503,0.000050541817,0.00031723513,0.00027937777,0.00032753998,0.0003898414,0.0004175245,0.047575355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038501606,0.000019715795,6.718883e-7,0.000053214768,0.000019758274,0.000009621655,0.00004992908,0.0000029650876,0.000003601807,0.000003257715,0.94755054,0.05224821],"study_design_scores_gemma":[0.00012966555,0.00026847114,0.000050103667,0.000060740134,0.000026280963,0.0000888344,0.00004624317,0.000909547,0.00003307247,0.00008609373,0.9980656,0.00023537617],"about_ca_topic_score_codex":0.0011557383,"about_ca_topic_score_gemma":0.0000041836643,"teacher_disagreement_score":0.074207455,"about_ca_system_score_codex":0.000029055494,"about_ca_system_score_gemma":0.0000057867305,"threshold_uncertainty_score":0.9997023},"labels":[],"label_agreement":null},{"id":"W4394041196","doi":"10.5281/zenodo.1325077","title":"Penobscot Interpretation Dataset","year":2018,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Geography; Computer science; Programming language","score_opus":0.028692469497374057,"score_gpt":0.24558835509858926,"score_spread":0.2168958856012152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394041196","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036117333,0.00007460341,0.00028861014,0.00025253545,0.00031079885,0.00024860704,0.9878478,0.00046035275,0.01048054],"genre_scores_gemma":[0.000750356,0.00021218005,0.00017321146,0.0011529623,0.0002716022,6.1936634e-9,0.99709386,0.00019838563,0.00014744156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980976,0.00034549518,0.00027035302,0.00051682687,0.00042143947,0.00034830623],"domain_scores_gemma":[0.99865806,0.000033268276,0.00017729396,0.0007118888,0.00025355082,0.00016590889],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070493045,0.00020889616,0.00018846271,0.00033935506,0.0015974964,0.00091508054,0.001680361,0.00013807515,0.12178281],"category_scores_gemma":[0.00044480598,0.00020361503,0.000050541817,0.00031723513,0.00027937777,0.00032753998,0.0003898414,0.0004175245,0.047575355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038501606,0.000019715795,6.718883e-7,0.000053214768,0.000019758274,0.000009621655,0.00004992908,0.0000029650876,0.000003601807,0.000003257715,0.94755054,0.05224821],"study_design_scores_gemma":[0.00012966555,0.00026847114,0.000050103667,0.000060740134,0.000026280963,0.0000888344,0.00004624317,0.000909547,0.00003307247,0.00008609373,0.9980656,0.00023537617],"about_ca_topic_score_codex":0.0011557383,"about_ca_topic_score_gemma":0.0000041836643,"teacher_disagreement_score":0.074207455,"about_ca_system_score_codex":0.000029055494,"about_ca_system_score_gemma":0.0000057867305,"threshold_uncertainty_score":0.9997023},"labels":[],"label_agreement":null},{"id":"W4394045090","doi":"10.5281/zenodo.7297092","title":"Saskechewan Seismic data 1","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Geology; Seismology","score_opus":0.05476515386097084,"score_gpt":0.24903498287323542,"score_spread":0.19426982901226458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394045090","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027550714,0.00021440165,0.00014341745,0.00065289985,0.00033089603,0.00027678945,0.98122346,0.00079941005,0.01633119],"genre_scores_gemma":[0.00033871428,0.00052157795,0.0001123226,0.0015658741,0.00017536165,7.0167445e-9,0.9964003,0.00029395407,0.000591903],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973908,0.0005183589,0.0002793249,0.00075953774,0.0006254142,0.0004265869],"domain_scores_gemma":[0.99775314,0.0000418636,0.00017606695,0.0017129865,0.00013259218,0.00018335135],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001206542,0.00022525714,0.00021883148,0.00036750108,0.0029166103,0.00079196045,0.004829421,0.00011507949,0.6328037],"category_scores_gemma":[0.00041074178,0.0002336782,0.000052486437,0.00050118956,0.00018719415,0.00033431558,0.0020242364,0.00083145103,0.015302519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017220646,0.000025820573,6.0080265e-7,0.00004658813,0.00002304907,0.000025475858,0.000036425656,0.000031989013,0.0000017815215,0.0000025074714,0.88428557,0.11550299],"study_design_scores_gemma":[0.0001427469,0.00016277107,0.000021546946,0.000019342058,0.000029659746,0.00016289293,0.00015900507,0.00254388,0.0000070070414,0.00007112232,0.9964049,0.00027513716],"about_ca_topic_score_codex":0.0026464225,"about_ca_topic_score_gemma":0.000003112573,"teacher_disagreement_score":0.61750114,"about_ca_system_score_codex":0.000041733354,"about_ca_system_score_gemma":0.000012778901,"threshold_uncertainty_score":0.99838144},"labels":[],"label_agreement":null},{"id":"W4394602400","doi":"10.25144/20444","title":"SEISMIC PROFILING IN SHALLOW WATER - A NOVEL APPROACH","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Profiling (computer programming); Computer science; Geology; Waves and shallow water; Oceanography","score_opus":0.02107421989335847,"score_gpt":0.21885584504457845,"score_spread":0.19778162515121997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394602400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67442185,0.0006222472,0.046330202,0.0022403297,0.00055442605,0.00030920928,0.000020881223,0.0010696677,0.27443117],"genre_scores_gemma":[0.9772409,0.000009548117,0.018901305,0.0010983798,0.000042908316,0.0000014611707,0.00008050244,0.0000029808211,0.0026220127],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932045,0.000012813041,0.00011410699,0.00022269602,0.00010861106,0.00022130217],"domain_scores_gemma":[0.9998458,0.00002063359,0.0000042876986,0.00008697366,0.0000061122664,0.000036193298],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002651095,0.000078759294,0.00007615102,0.00014762569,0.000031345146,0.00008498619,0.000115164745,0.000041594776,0.00094000966],"category_scores_gemma":[0.0000040120385,0.000046672918,0.000032653927,0.00013460833,0.000028758204,0.00020445019,0.000008733007,0.00014270328,0.00043246592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011516056,0.00036133453,0.4054296,0.0011445254,0.00011307661,0.00017051389,0.007179755,0.038276523,0.0087685045,0.006335191,0.0777747,0.45433113],"study_design_scores_gemma":[0.00006695797,0.000021538937,0.0011870444,0.000023254877,0.0000023881632,0.000023797082,0.00019582527,0.97171617,0.007963736,0.0010134662,0.017676957,0.00010888573],"about_ca_topic_score_codex":0.0035823444,"about_ca_topic_score_gemma":0.000021019112,"teacher_disagreement_score":0.9334396,"about_ca_system_score_codex":0.0000040368286,"about_ca_system_score_gemma":0.000019617588,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W4394673219","doi":"","title":"Tomographie de l'Océan Indien par inversion de forme d'onde","year":2020,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Tomography; Geology; Oceanography; Seismology; Physics; Optics","score_opus":0.03473662912473213,"score_gpt":0.23342935522491146,"score_spread":0.19869272610017932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394673219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73567045,0.0031044548,0.0035620078,0.01795191,0.0022497808,0.0011587841,0.0006888987,0.0012818628,0.23433183],"genre_scores_gemma":[0.9728511,0.004353808,0.012278199,0.008929921,0.00061901147,0.000014973788,0.00045977786,0.000042269658,0.0004509174],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956242,0.00054427504,0.0006451027,0.0010554431,0.00068233925,0.001448651],"domain_scores_gemma":[0.99735904,0.0004117663,0.00040679265,0.0008442118,0.00008759547,0.00089059706],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013810002,0.000742044,0.0007860111,0.00044676304,0.00064552954,0.0002648603,0.0016360725,0.00078518124,0.0038329605],"category_scores_gemma":[0.00028569842,0.00070791785,0.00051987666,0.00067201833,0.00072420796,0.00045709437,0.0004511413,0.0017183385,0.00156824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041175247,0.0002784941,0.6148041,0.0010806916,0.00052354764,0.0004492844,0.028061414,0.0013644557,0.0013119397,0.008327395,0.14085527,0.20253167],"study_design_scores_gemma":[0.0007062808,0.0005718296,0.03953639,0.0010243658,0.000338918,0.00016019405,0.0060656173,0.043739207,0.02287966,0.04482295,0.8385696,0.0015849925],"about_ca_topic_score_codex":0.0693481,"about_ca_topic_score_gemma":0.0005372351,"teacher_disagreement_score":0.6977143,"about_ca_system_score_codex":0.0001298562,"about_ca_system_score_gemma":0.00040409726,"threshold_uncertainty_score":0.99953717},"labels":[],"label_agreement":null},{"id":"W4394786457","doi":"10.1190/int-2023-0067.1","title":"A computational topology-based method for extracting fault surfaces","year":2024,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Fault (geology); Stuck-at fault; Fault model; Fault coverage; Fault indicator; Topology (electrical circuits); Computer science; Algorithm; Fault detection and isolation; Artificial intelligence; Engineering; Geology; Seismology","score_opus":0.017428435112578106,"score_gpt":0.3101917268466188,"score_spread":0.2927632917340407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394786457","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017357985,0.0003372783,0.9770634,0.0018854118,0.0005441053,0.0001245246,0.00004696282,0.0002629505,0.0023773573],"genre_scores_gemma":[0.8018979,0.0000012240754,0.19653256,0.0012599359,0.00003379697,0.0000026823607,0.00015419871,0.000002376128,0.000115360046],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994826,0.00004804778,0.00012369516,0.00016085857,0.00008631872,0.00009849328],"domain_scores_gemma":[0.99901974,0.0008457233,0.000029448052,0.000040961873,0.00004158621,0.000022564434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003277293,0.00006081868,0.00006460861,0.000095926305,0.00006807444,0.00008809874,0.00006326173,0.00003657104,0.00038015924],"category_scores_gemma":[0.000077055,0.00005223681,0.000052267183,0.00008046667,0.000025881516,0.00018817357,0.0000017186763,0.00007031981,0.00006282439],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005695483,0.000006030323,0.0017300018,0.00007616884,0.000020880774,0.0000036414986,0.0007418117,0.10540814,0.0001621641,0.00043501842,0.011320878,0.8800383],"study_design_scores_gemma":[0.000056429613,0.0000597605,0.0006296408,0.000052989446,0.000009771903,0.0000062470062,0.0001226433,0.975532,0.00126484,0.009514337,0.01268624,0.000065132255],"about_ca_topic_score_codex":0.0005256475,"about_ca_topic_score_gemma":0.000013637272,"teacher_disagreement_score":0.8799732,"about_ca_system_score_codex":0.0000058125784,"about_ca_system_score_gemma":0.000043261505,"threshold_uncertainty_score":0.4162477},"labels":[],"label_agreement":null},{"id":"W4394817068","doi":"10.3997/2214-4609.202332088","title":"A Deep Learning Seismic Processing Framework Based on Pre-Training: Giving the Dataset the Attention It Needs","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Artificial neural network; Artificial intelligence; Extrapolation; Data processing; Task (project management); Noise (video); Machine learning; Transfer of learning; Deep learning; Property (philosophy); Task analysis; Database; Engineering","score_opus":0.028114232672235315,"score_gpt":0.2613363762969315,"score_spread":0.2332221436246962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394817068","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25993094,0.00055762206,0.37428236,0.27813125,0.0020186945,0.0019579579,0.00030735484,0.0058556474,0.07695819],"genre_scores_gemma":[0.980098,0.00001824157,0.00068767765,0.01701137,0.00010977615,0.0000040968557,0.00058319856,0.0000064109954,0.001481232],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987725,0.00017374604,0.00016522997,0.00021341417,0.00034277927,0.00033234537],"domain_scores_gemma":[0.9990118,0.00055754656,0.00008458541,0.00027630018,0.000020981117,0.000048761336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011720216,0.00013182704,0.00009666194,0.00014312624,0.000905074,0.00025147508,0.0004069463,0.00006385554,0.00083374046],"category_scores_gemma":[0.00024068214,0.000068692876,0.000051030853,0.000795841,0.00009459374,0.0001917755,0.000023181956,0.0004797208,0.00038401474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003801214,0.000012627571,0.035966076,0.000044825934,0.00001511357,0.000008558074,0.004312862,0.106530465,0.000026722013,0.00005062023,0.18048516,0.67250896],"study_design_scores_gemma":[0.000048600432,0.00004895918,0.008868084,0.00008578549,0.000008752565,0.0000038630988,0.0052422406,0.8130914,0.000032186235,0.0004054171,0.17206691,0.00009778195],"about_ca_topic_score_codex":0.0007400594,"about_ca_topic_score_gemma":0.000020751479,"teacher_disagreement_score":0.72016704,"about_ca_system_score_codex":0.000004710101,"about_ca_system_score_gemma":0.000039482387,"threshold_uncertainty_score":0.91288733},"labels":[],"label_agreement":null},{"id":"W4394822717","doi":"10.1007/s00024-024-03462-8","title":"Halokinetically Overprinted Tectonic Inversion of the Penobscot 3D Volume Offshore Nova Scotia, Canada","year":2024,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Vetenskapsrådet","keywords":"Geology; Seismology; Kinematics; Tectonics; Submarine pipeline; Fault (geology); Rift; Geodesy; Geotechnical engineering","score_opus":0.005325240751187085,"score_gpt":0.17626974963287434,"score_spread":0.17094450888168725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394822717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97466844,0.000596447,0.00022591834,0.0020381967,0.0005320702,0.00023531285,0.00009371329,0.000089697736,0.021520182],"genre_scores_gemma":[0.99820805,0.000021126409,0.00020207094,0.0010837656,0.0000662518,3.7764838e-7,0.000028206992,0.0000045450147,0.0003855971],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991994,0.000013844391,0.00013511516,0.00021727846,0.000250278,0.00018411833],"domain_scores_gemma":[0.9996476,0.000050580882,0.00003561897,0.00018624452,0.000023565206,0.000056381006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007136758,0.00012099561,0.00013630312,0.00002749766,0.00007381292,0.000041041858,0.0001919413,0.000045666464,0.00037763076],"category_scores_gemma":[0.000006602503,0.0000820868,0.00004054512,0.0002582932,0.0001344709,0.000051740844,0.00003947072,0.00020779413,0.00004468658],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008345833,0.00005347642,0.062173415,0.0005830528,0.00014823765,0.000023089286,0.0009058791,0.00059501076,0.004795095,0.0062349965,0.24187054,0.68253374],"study_design_scores_gemma":[0.0007563729,0.0002941516,0.3547092,0.00066978234,0.0003071085,0.00004323642,0.0007092176,0.20741814,0.055693373,0.024073893,0.3539495,0.0013760239],"about_ca_topic_score_codex":0.3091497,"about_ca_topic_score_gemma":0.051773418,"teacher_disagreement_score":0.6811577,"about_ca_system_score_codex":0.000008345709,"about_ca_system_score_gemma":0.00020030298,"threshold_uncertainty_score":0.96552926},"labels":[],"label_agreement":null},{"id":"W4394975202","doi":"10.1093/gji/ggae143","title":"Multiparameter shallow-seismic waveform inversion based on the Jensen–Shannon divergence","year":2024,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Shenzhen Science and Technology Innovation Program; National Natural Science Foundation of China","keywords":"Geology; Divergence (linguistics); Inversion (geology); Seismology; Geodesy; Tectonics","score_opus":0.017455785233915187,"score_gpt":0.2329514350476636,"score_spread":0.2154956498137484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394975202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90638363,0.0001390358,0.009476817,0.04909778,0.007217433,0.00019773011,0.00013714185,0.00027894002,0.027071517],"genre_scores_gemma":[0.98877805,0.00004311748,0.00046198443,0.008919863,0.0006216003,9.396184e-7,0.00003957615,0.000004843633,0.0011299945],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986984,0.00006543577,0.00019064745,0.00021328672,0.00061498495,0.00021722476],"domain_scores_gemma":[0.9992842,0.00036066945,0.0000547465,0.00012332688,0.00007506716,0.000101958576],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030132398,0.00013715727,0.00009299822,0.00015142265,0.00022528978,0.00030588688,0.0004708234,0.00004638751,0.0036920153],"category_scores_gemma":[0.000070726026,0.000079284015,0.00018141796,0.00015473514,0.000099908284,0.000308892,0.000023903895,0.00052584545,0.0016586221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033493558,0.00018001799,0.016129036,0.000028030858,0.00020563256,0.0005320239,0.00056375604,0.013805277,0.00079333695,0.0017932748,0.39972538,0.5659093],"study_design_scores_gemma":[0.00009629986,0.000109197026,0.0064265984,0.000108749446,0.000009039264,0.000038470065,0.00004646914,0.90532726,0.00074027915,0.004546419,0.082437985,0.00011320864],"about_ca_topic_score_codex":0.00047751033,"about_ca_topic_score_gemma":0.000003954072,"teacher_disagreement_score":0.891522,"about_ca_system_score_codex":0.000028085427,"about_ca_system_score_gemma":0.00005237044,"threshold_uncertainty_score":0.9991187},"labels":[],"label_agreement":null},{"id":"W4394984890","doi":"10.1016/j.jappgeo.2024.105362","title":"Simultaneous prediction of petrophysical properties and formation layered thickness from acoustic logging data using a modular cascading residual neural network (MCARNN) with physical constraints","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; China Scholarship Council; National Natural Science Foundation of China; University of Alberta","keywords":"Petrophysics; Residual; Artificial neural network; Well logging; Computer science; Range (aeronautics); Modular design; Geology; Algorithm; Porosity; Geophysics; Artificial intelligence; Materials science; Geotechnical engineering","score_opus":0.03208486175354609,"score_gpt":0.22005343991716828,"score_spread":0.18796857816362217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394984890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98099977,0.00022521683,0.018238897,0.00004549103,0.00016228411,0.00010439813,0.000113534064,0.000042336414,0.00006806814],"genre_scores_gemma":[0.995693,0.00002602779,0.0034066138,0.000058571684,0.00075429643,2.255167e-7,0.000051759955,0.000007930907,0.0000015201898],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892384,0.000042546086,0.00028796418,0.00019197247,0.0003683645,0.00018533324],"domain_scores_gemma":[0.9992562,0.0002315894,0.00021362257,0.00016126315,0.00007348824,0.00006382622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020370966,0.00014463131,0.0002841809,0.00006617781,0.00012060773,0.00010789646,0.00018854864,0.00004923786,0.000005653896],"category_scores_gemma":[0.00001808572,0.00010116105,0.000036362795,0.00016450626,0.00018795863,0.0006515892,0.000035172816,0.00037127154,0.0000015662497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005662888,0.00004843971,0.00039138776,0.0002666224,0.00019107829,0.00012728239,0.002510231,0.83622545,0.05392038,0.00006599631,0.0002492383,0.1054376],"study_design_scores_gemma":[0.00022135896,0.0001872602,0.00035664893,0.0003127286,0.00016404592,0.00012263455,0.0008625725,0.9937122,0.0023756106,0.0015388686,0.00003996753,0.00010611964],"about_ca_topic_score_codex":0.00025176752,"about_ca_topic_score_gemma":0.000003046318,"teacher_disagreement_score":0.15748672,"about_ca_system_score_codex":0.000011598246,"about_ca_system_score_gemma":0.000081819024,"threshold_uncertainty_score":0.4125228},"labels":[],"label_agreement":null},{"id":"W4395011812","doi":"10.1190/geo2022-0759.1","title":"Deep-learning viscoelastic seismic inversion for mapping subsea permafrost","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Geological Survey of Canada; Natural Resources Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Subsea; Permafrost; Geology; Inversion (geology); Seismology; Viscoelasticity; Inverse theory; Geophysics; Oceanography; Tectonics; Deformation (meteorology)","score_opus":0.012355449612066041,"score_gpt":0.212151728996061,"score_spread":0.19979627938399497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395011812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6387345,0.0033415747,0.33816677,0.0021514725,0.003619752,0.0007207683,0.00025059338,0.0021090307,0.010905527],"genre_scores_gemma":[0.995089,0.000086178494,0.0018239286,0.0010503719,0.0003078156,0.0000027491376,0.00044341822,0.000009791062,0.0011867399],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909896,0.000031726428,0.00013133693,0.00027869604,0.00016043753,0.00029886677],"domain_scores_gemma":[0.9995523,0.00019880454,0.00003101854,0.00011073031,0.000033733497,0.00007341949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016232752,0.00013343444,0.00012220917,0.00010631805,0.0002499689,0.00014247195,0.0001472496,0.00005378379,0.0002513961],"category_scores_gemma":[0.000029486733,0.00011961453,0.000102605474,0.0002582135,0.000056911962,0.0002925147,0.000015322483,0.00021489177,0.000712404],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038278857,0.000018968776,0.01668704,0.0005035652,0.00006456439,0.00003611792,0.0021657217,0.009412918,0.001093628,0.0005374074,0.04053919,0.9289026],"study_design_scores_gemma":[0.0000815689,0.00007855354,0.002310212,0.000086706525,0.000017777656,0.000005526155,0.00034223974,0.8504475,0.00041882254,0.0036333601,0.14241287,0.00016490273],"about_ca_topic_score_codex":0.000476712,"about_ca_topic_score_gemma":0.0000041467997,"teacher_disagreement_score":0.9287377,"about_ca_system_score_codex":0.00000996671,"about_ca_system_score_gemma":0.000039255887,"threshold_uncertainty_score":0.915675},"labels":[],"label_agreement":null},{"id":"W4395027431","doi":"10.1093/gji/ggae147","title":"Converted wave tomography based on inverse level set and adjoint formulation","year":2024,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Ministry of Science and Technology","keywords":"Inverse theory; Tomography; Inverse problem; Seismic tomography; Inverse; Set (abstract data type); Mathematics; Applied mathematics; Mathematical analysis; Geometry; Computer science; Physics; Surface wave; Optics","score_opus":0.03450015880465271,"score_gpt":0.2462962758515418,"score_spread":0.21179611704688908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395027431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94501555,0.00015805227,0.01954882,0.014264749,0.0038640222,0.00019139201,0.00038524362,0.00023505889,0.016337082],"genre_scores_gemma":[0.9948366,0.000023676428,0.0012155855,0.0032002258,0.00035775194,4.410829e-7,0.00009719593,0.0000034129698,0.00026508453],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992044,0.00003345354,0.00014585593,0.00015630836,0.0003332339,0.00012674849],"domain_scores_gemma":[0.99964213,0.00010248495,0.00003833693,0.000055737783,0.00006167377,0.00009966145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016415812,0.00009534327,0.00007771001,0.00023745466,0.00009182638,0.00020703705,0.00009357392,0.00003696535,0.00087112],"category_scores_gemma":[0.00002611838,0.00007354935,0.00009011625,0.00011523305,0.000049504753,0.00019210535,0.000008302382,0.00025040854,0.00011487504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039209623,0.00010416341,0.029415669,0.000046123674,0.00023743624,0.00033380862,0.0005444347,0.0020692465,0.0007773987,0.0037867674,0.19728415,0.7650087],"study_design_scores_gemma":[0.00021443286,0.00015021124,0.05116738,0.000087331195,0.0000101395135,0.000078971774,0.000034864657,0.9138597,0.00041692742,0.007028113,0.026845643,0.00010626675],"about_ca_topic_score_codex":0.00022851473,"about_ca_topic_score_gemma":0.000006615463,"teacher_disagreement_score":0.9117905,"about_ca_system_score_codex":0.000010507358,"about_ca_system_score_gemma":0.00003793078,"threshold_uncertainty_score":0.95381534},"labels":[],"label_agreement":null},{"id":"W4395071673","doi":"10.1007/s10712-024-09836-w","title":"Feasibility Study of Anisotropic Full-Waveform Inversion with DAS Data in a Vertical Seismic Profile Configuration at the Newell County Facility, Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Surveys in Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"CMC Research Institutes; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Anisotropy; Inversion (geology); Isotropy; Geology; Vertical seismic profile; Seismology; Geodesy; Geophysics; Optics; Physics","score_opus":0.027230620131760176,"score_gpt":0.25092325281634986,"score_spread":0.2236926326845897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395071673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996988,0.00003535839,0.00010836826,0.00021561883,0.0001661692,0.0005118311,0.0010643882,0.000021262977,0.00088903314],"genre_scores_gemma":[0.99775726,0.0000076756305,0.000014042272,0.00014267185,0.000014245819,0.000002683899,0.001847631,0.0000029734397,0.00021084033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813116,0.0005396208,0.00027129287,0.00041611865,0.0004165471,0.00022524335],"domain_scores_gemma":[0.99878436,0.00047918656,0.00003810099,0.00061085745,0.0000432309,0.00004427482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078927,0.00013962804,0.0001922744,0.000045378885,0.00008107446,0.000037089558,0.00036152062,0.000041786963,0.0006338834],"category_scores_gemma":[0.00007207008,0.000090757785,0.000015479318,0.0004471891,0.00011085898,0.00029066842,0.00007798246,0.00024061387,0.000041929386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012831646,0.00016243967,0.960725,0.000110379566,0.000022321869,0.000030994786,0.0008910039,0.00065360963,0.000023054292,0.000008091486,0.010274066,0.026970703],"study_design_scores_gemma":[0.00043024163,0.00032107427,0.7562576,0.000056940076,0.0000149284115,0.0000032833843,0.0013010141,0.23863317,0.00029798035,0.00017263398,0.0023335833,0.00017757648],"about_ca_topic_score_codex":0.9652008,"about_ca_topic_score_gemma":0.9659684,"teacher_disagreement_score":0.23797956,"about_ca_system_score_codex":0.000092257695,"about_ca_system_score_gemma":0.0005177981,"threshold_uncertainty_score":0.6940579},"labels":[],"label_agreement":null},{"id":"W4396540913","doi":"10.1190/tle43050278.1","title":"Overcoming Gassmann's equation limitations in reservoir rocks","year":2024,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society of Petroleum Geologists; Virtual Materials Group (Canada)","funders":"","keywords":"Petroleum engineering; Geology; Environmental science","score_opus":0.09396915465148216,"score_gpt":0.2732424270992425,"score_spread":0.17927327244776037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396540913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61491233,0.003565049,0.012713274,0.026514705,0.002097429,0.0003684958,0.000019825777,0.0009713695,0.3388375],"genre_scores_gemma":[0.9933652,0.00007024184,0.00033411867,0.0007219108,0.00010911024,0.0000014285566,0.000019939385,0.0000031277216,0.0053749187],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944013,0.000063421794,0.000105626874,0.00012888467,0.00010825581,0.00015368707],"domain_scores_gemma":[0.99938375,0.00044686804,0.000015473403,0.00012183413,0.00001014981,0.00002192686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050966616,0.000058871425,0.000058816997,0.00013085007,0.00011385093,0.00010674027,0.00015741552,0.000030144749,0.00012622683],"category_scores_gemma":[0.00010276631,0.000041012434,0.000029056662,0.000282484,0.00003510463,0.000242453,0.000008792974,0.00018707286,0.0007698458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022828068,0.0000148916415,0.055752434,0.000081349935,0.000021006723,0.000038811017,0.008325349,0.009439995,0.00036118136,0.002577835,0.2989199,0.6244444],"study_design_scores_gemma":[0.00007790983,0.000039799404,0.012655493,0.00019430763,0.000009513822,0.000011760401,0.000505805,0.6498295,0.0010503548,0.02126467,0.3142122,0.00014867853],"about_ca_topic_score_codex":0.0013509784,"about_ca_topic_score_gemma":0.00025020534,"teacher_disagreement_score":0.6403895,"about_ca_system_score_codex":0.000011839817,"about_ca_system_score_gemma":0.000025984513,"threshold_uncertainty_score":0.9895067},"labels":[],"label_agreement":null},{"id":"W4396567588","doi":"10.1190/tle43050286.1","title":"A new rock physics model for fractured oil shale reservoirs in Mahu oil field","year":2024,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Oil shale; Oil field; Petroleum engineering; Geology; Field (mathematics); Shale oil; Geotechnical engineering; Environmental science; Mining engineering; Paleontology; Mathematics","score_opus":0.03426552463062914,"score_gpt":0.26673279517646575,"score_spread":0.2324672705458366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396567588","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12946168,0.016334372,0.5248212,0.10226509,0.0048308917,0.0004816183,0.00022133466,0.0024193283,0.21916449],"genre_scores_gemma":[0.9187269,0.00013684374,0.0033105174,0.004409678,0.00041343452,0.0000034000932,0.000028851933,0.000008651295,0.07296169],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935174,0.000021168295,0.000109055145,0.0001846454,0.00010668395,0.0002266786],"domain_scores_gemma":[0.9994577,0.00029147184,0.0000192585,0.00017698953,0.000010597566,0.000043945427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023277997,0.00009461583,0.00010731766,0.00005304861,0.00009184556,0.00009045302,0.0002720933,0.000058547044,0.00013663749],"category_scores_gemma":[0.00004786168,0.00006449756,0.00006312142,0.00016819064,0.000013622258,0.0001692547,0.000013314011,0.00022852748,0.00021448641],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027702506,0.0000036851839,0.00041725155,0.000063740976,0.000007437777,0.000003573827,0.0020779544,0.008374853,0.000058544567,0.00015469376,0.50490177,0.4839088],"study_design_scores_gemma":[0.00008273032,0.000026119056,0.000028195933,0.000110075416,0.000008071992,0.000002380891,0.000053462416,0.894726,0.0016284955,0.011464227,0.09177333,0.000096929696],"about_ca_topic_score_codex":0.0017143998,"about_ca_topic_score_gemma":0.0001220333,"teacher_disagreement_score":0.8863511,"about_ca_system_score_codex":0.000007640117,"about_ca_system_score_gemma":0.0000642146,"threshold_uncertainty_score":0.27568603},"labels":[],"label_agreement":null},{"id":"W4396569187","doi":"10.2118/0524-0044-jpt","title":"Fewer Operators, Lower Volumes in View for the Prolific Permian","year":2024,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permian; Geology; Paleontology","score_opus":0.009588883602321052,"score_gpt":0.2374570753899858,"score_spread":0.22786819178766476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396569187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7760344,0.082624026,0.005692334,0.12788387,0.0051676338,0.00045632667,0.000047876692,0.00040574913,0.0016877435],"genre_scores_gemma":[0.99658537,0.0008114567,0.0011566733,0.00073985,0.00016074015,0.0000027139747,0.000001584269,0.0000053437793,0.00053624884],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991673,0.000026688027,0.00031073162,0.00013081876,0.00014124007,0.00022317603],"domain_scores_gemma":[0.99956226,0.00012169231,0.000076410084,0.0001447281,0.000061850646,0.000033083677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066183915,0.00009921676,0.00019397217,0.0005168924,0.000079417594,0.00007546531,0.00041183078,0.00011486297,0.00028790618],"category_scores_gemma":[0.00009230722,0.00005686502,0.00010491815,0.00035635623,0.00014069988,0.00018202592,0.000012021632,0.0004482655,0.00003851346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007494376,0.000034936224,0.053644177,0.000072185285,0.00006816605,0.00018657694,0.00013594012,0.00026103974,0.0002540786,0.0009172572,0.099412344,0.84493834],"study_design_scores_gemma":[0.00021436646,0.00047122204,0.0019370643,0.00015760445,0.000026777294,0.0004056972,0.00039348804,0.041432425,0.00069342606,0.003212933,0.95094806,0.00010693541],"about_ca_topic_score_codex":0.00009472666,"about_ca_topic_score_gemma":0.00004844212,"teacher_disagreement_score":0.85153574,"about_ca_system_score_codex":0.00001491987,"about_ca_system_score_gemma":0.00011271229,"threshold_uncertainty_score":0.31523708},"labels":[],"label_agreement":null},{"id":"W4396624964","doi":"10.1190/int-2023-0112.1","title":"Seismic net-to-gross estimation for a geologic model update: A case study from a turbidite lobe reservoir in the deepwater of the Niger Delta","year":2024,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology; Amplitude; Seismic inversion; Seismic to simulation; Amplitude versus offset; Azimuth; Geometry","score_opus":0.020705946879769167,"score_gpt":0.2764088758710358,"score_spread":0.2557029289912666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396624964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8920493,0.00011015437,0.10538773,0.0014659808,0.0001785659,0.0006171432,0.00009383744,0.00004357224,0.00005368619],"genre_scores_gemma":[0.99584126,0.0000022021813,0.0019037843,0.002088755,0.000019196235,0.000026911728,0.00007337033,0.0000035359574,0.000040998944],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991471,0.00014283553,0.00022555201,0.00020497366,0.00015426995,0.00012524283],"domain_scores_gemma":[0.99945843,0.00023265244,0.00004532485,0.00020668567,0.00003913133,0.000017748149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050240447,0.000090238456,0.000094914474,0.00009600538,0.00007353035,0.00009732483,0.00025027004,0.000039722257,0.000032581876],"category_scores_gemma":[0.000077392804,0.00004885167,0.000052979918,0.00021453424,0.000037412312,0.00022845872,0.000019161876,0.00011805718,0.000020173868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024060164,0.00007338145,0.035374794,0.000059013528,0.000040609993,0.00009351711,0.0604641,0.8052224,0.000091359245,0.000017188091,0.012272204,0.08605084],"study_design_scores_gemma":[0.000104642255,0.0001077935,0.002944996,0.00006429995,0.00002257724,0.000035926536,0.001881514,0.988237,0.00032752054,0.0060106697,0.0001984976,0.00006453859],"about_ca_topic_score_codex":0.014988599,"about_ca_topic_score_gemma":0.0016592667,"teacher_disagreement_score":0.18301463,"about_ca_system_score_codex":0.00001013894,"about_ca_system_score_gemma":0.000031487773,"threshold_uncertainty_score":0.99157065},"labels":[],"label_agreement":null},{"id":"W4396625011","doi":"10.1785/0120230229","title":"Seismic Tomography 2024","year":2024,"lang":"en","type":"article","venue":"Bulletin of the Seismological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Geophysical imaging; Seismic tomography; Tomography; Seismology; Glacier; Inversion (geology); Earth structure; Seismometer; Data science; Geophysics; Computer science; Paleontology; Tectonics","score_opus":0.010463738358897154,"score_gpt":0.2093644378857149,"score_spread":0.19890069952681774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396625011","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1519328,0.021620158,0.02300025,0.70230204,0.0038869812,0.0010596673,0.00047769607,0.0012413434,0.09447907],"genre_scores_gemma":[0.9183337,0.00067224575,0.017257916,0.057779424,0.00008050623,0.0000014865755,0.000011760291,0.000005828612,0.005857102],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990186,0.00008174845,0.00022818294,0.00021921449,0.0002542646,0.00019799294],"domain_scores_gemma":[0.99940926,0.00022414907,0.00008685654,0.00020526181,0.00002912442,0.00004535763],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023762159,0.00011746052,0.00020786074,0.000025421443,0.00008309403,0.00001742797,0.0004062516,0.00008542961,0.0058574704],"category_scores_gemma":[0.000029908677,0.00006695259,0.0005514815,0.0003687215,0.0008049764,0.00001674509,0.000049441096,0.00023839349,0.00011138855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007495766,0.00001562732,0.0030865534,0.00005288574,0.000038500628,8.6652904e-7,0.00010498184,0.0002494179,0.000018066168,0.00001705433,0.9139999,0.08240867],"study_design_scores_gemma":[0.000041737945,0.00013319076,0.00508644,0.000065930566,0.000020744585,0.000009694313,0.00022420155,0.022174312,0.00088811916,0.0017934551,0.9694714,0.0000907679],"about_ca_topic_score_codex":0.012688777,"about_ca_topic_score_gemma":5.2084978e-8,"teacher_disagreement_score":0.76640093,"about_ca_system_score_codex":0.0000033939734,"about_ca_system_score_gemma":0.00002453783,"threshold_uncertainty_score":0.9950513},"labels":[],"label_agreement":null},{"id":"W4398194328","doi":"10.1139/cgj-2023-0757","title":"Coupled effects of temperature and suction on the anisotropic elastic shear moduli of unsaturated soil","year":2024,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Moduli; Anisotropy; Suction; Shear (geology); Geology; Materials science; Shear modulus; Elastic modulus; Composite material; Engineering; Physics; Mechanical engineering","score_opus":0.0057455103678330805,"score_gpt":0.1860969511569591,"score_spread":0.18035144078912602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398194328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915604,0.002027744,0.0002824286,0.005286289,0.0005011581,0.00012633193,0.00002511073,0.0000451705,0.00014534306],"genre_scores_gemma":[0.9988152,0.00028803907,0.00006218817,0.00071177306,0.000061155435,3.009792e-7,0.0000048772185,0.000003275521,0.00005319204],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993348,0.00006538525,0.0001610049,0.00011261186,0.00015539088,0.00017081517],"domain_scores_gemma":[0.9994098,0.000223754,0.000041476826,0.0000984575,0.000045941357,0.00018059759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022544323,0.0000836854,0.00012256521,0.00016764498,0.00012650441,0.00005977673,0.00012937351,0.00010057173,0.00019259859],"category_scores_gemma":[0.00013586793,0.000051351923,0.000047543763,0.00024012761,0.00015686487,0.00007610424,0.0000035669632,0.0004970828,0.000008149658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004659192,0.00011453813,0.009526993,0.0015728677,0.0006806933,0.0022570915,0.0013092319,0.099954985,0.06343128,0.00905076,0.42388907,0.38774657],"study_design_scores_gemma":[0.00042281763,0.0013463695,0.042109065,0.0014932523,0.00010486941,0.0011209716,0.00015057316,0.90676975,0.017695893,0.005235798,0.023194978,0.0003556405],"about_ca_topic_score_codex":0.021188041,"about_ca_topic_score_gemma":0.00054825406,"teacher_disagreement_score":0.8068148,"about_ca_system_score_codex":0.000016714743,"about_ca_system_score_gemma":0.00021269251,"threshold_uncertainty_score":0.9853299},"labels":[],"label_agreement":null},{"id":"W4398237000","doi":"10.1190/geo2023-0762.1","title":"Robust seismic data denoising via self-supervised deep learning","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Alberta Energy","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noise reduction; Computer science; Artificial intelligence; Geology; Deep learning; Pattern recognition (psychology); Supervised learning; Seismology; Machine learning; Artificial neural network","score_opus":0.026641136850036537,"score_gpt":0.21824282296322084,"score_spread":0.1916016861131843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398237000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5860018,0.010846131,0.34954795,0.0025800897,0.0038889714,0.00058069447,0.00019730498,0.007814485,0.03854258],"genre_scores_gemma":[0.98788005,0.00018710688,0.009554095,0.00093885674,0.00038108692,4.613571e-7,0.00064248784,0.000011913498,0.00040395733],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988581,0.000060393377,0.00014438848,0.00041237634,0.00022352672,0.00030123306],"domain_scores_gemma":[0.999355,0.00010705132,0.000027463244,0.00040934284,0.000023883944,0.00007725026],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026191707,0.00014529428,0.00012981697,0.0000754913,0.00026239603,0.00022350693,0.00046849484,0.000054754415,0.00039765696],"category_scores_gemma":[0.000015493799,0.00013020354,0.000047331407,0.00032388172,0.000043286032,0.0006472309,0.00006404581,0.0003306295,0.0014226179],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042656925,0.000010234705,0.0031811688,0.000069838185,0.000034866138,0.000043450043,0.00046810094,0.004806554,0.0000713905,0.000026862881,0.006920478,0.9843628],"study_design_scores_gemma":[0.000048957554,0.00003291876,0.00083137566,0.000039660885,0.000029904013,0.00001822197,0.00011036234,0.90896267,0.00017024299,0.0011145696,0.08846939,0.00017174658],"about_ca_topic_score_codex":0.0026039134,"about_ca_topic_score_gemma":0.000016903032,"teacher_disagreement_score":0.98419106,"about_ca_system_score_codex":0.0000073342785,"about_ca_system_score_gemma":0.000039269205,"threshold_uncertainty_score":0.9993549},"labels":[],"label_agreement":null},{"id":"W4398775396","doi":"10.22564/brjg.v41i2.2300","title":"Combination of Fourier and CRS-Based Reconstruction Algorithms in Land Seismic Data","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Algorithm; Computer science; Fourier transform; Geology; Mathematics; Mathematical analysis","score_opus":0.017576919728734052,"score_gpt":0.24342221904482225,"score_spread":0.2258452993160882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398775396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926849,0.000974173,0.0041109873,0.001010235,0.0006191437,0.00005904849,0.00007485409,0.000018086314,0.00044854885],"genre_scores_gemma":[0.99535704,0.00012318695,0.0042273314,0.00014537624,0.000078096695,4.9474135e-8,0.000031381594,0.000002516878,0.00003503535],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938864,0.000044121385,0.00023177966,0.000102588616,0.00015294556,0.00007991896],"domain_scores_gemma":[0.9996024,0.000084283936,0.00010912091,0.00011715299,0.000048958485,0.000038095954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040545603,0.00006037076,0.00012911797,0.00016537635,0.000025082314,0.00003859462,0.00014521358,0.00003169686,0.000058998565],"category_scores_gemma":[0.00002628833,0.000050077688,0.000026913378,0.00018876525,0.000079326484,0.00049894286,0.000008105989,0.00015675776,0.000005147075],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002400692,0.000014223545,0.054672975,0.000056438053,0.000012201485,0.000020729325,0.00007911279,0.00021345002,0.00003734728,0.000015230677,0.0018709177,0.9429834],"study_design_scores_gemma":[0.00044958983,0.00023662913,0.06272608,0.00038304823,0.000026484673,0.00013574661,0.00011133809,0.9203605,0.0009847869,0.009596298,0.0048857233,0.000103757884],"about_ca_topic_score_codex":0.00045902704,"about_ca_topic_score_gemma":0.000013127841,"teacher_disagreement_score":0.9428796,"about_ca_system_score_codex":0.0000041485027,"about_ca_system_score_gemma":0.00008875125,"threshold_uncertainty_score":0.20421089},"labels":[],"label_agreement":null},{"id":"W4399042855","doi":"10.3390/rs16111929","title":"InSAR- and PCA-Based Inversion Reveals the Surface Deformation and Earthquake Sequence in the Weiyuan-Rongxian Shale Gas Field","year":2024,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Geological Survey of Canada","funders":"National Key Research and Development Program of China; National Science Fund for Distinguished Young Scholars; Natural Science Foundation of Hunan Province; Central South University; National Natural Science Foundation of China; European Space Agency","keywords":"Geology; Shale gas; Interferometric synthetic aperture radar; Fault (geology); Seismology; Stress field; Sichuan basin; Inversion (geology); Natural gas field; Structural basin; Oil shale; Geomorphology; Geochemistry; Natural gas; Remote sensing; Paleontology; Synthetic aperture radar","score_opus":0.0237340461952463,"score_gpt":0.23627552614964736,"score_spread":0.21254147995440106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399042855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98552155,0.000744299,0.00095986895,0.010693879,0.000099506826,0.00012644281,0.0000032338983,0.00006170611,0.0017895158],"genre_scores_gemma":[0.9923381,0.0001967545,0.0025812446,0.004790592,0.00002683196,3.723908e-9,0.000013240493,0.0000023161938,0.000050908428],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992848,0.00014687903,0.000120950535,0.00015257642,0.0001457073,0.00014908965],"domain_scores_gemma":[0.99941957,0.00037609122,0.000027367549,0.00013383782,0.0000133109925,0.000029794657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074180553,0.00008314514,0.00007393184,0.00005793496,0.00018589997,0.00016770308,0.000071265626,0.000048905527,0.0000154582],"category_scores_gemma":[0.000059738264,0.000048498794,0.000019505445,0.00019739542,0.00008376052,0.00019971636,0.000009597792,0.00020525327,0.000019430247],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014321952,0.0000012371069,0.004062194,0.000072935196,0.0000033419424,0.000028490096,0.0021623909,0.0003488985,0.0005641523,0.000015493495,0.0036270444,0.9890995],"study_design_scores_gemma":[0.000069773116,0.000037941758,0.0035818445,0.00024778995,0.0000075354574,0.00009701207,0.0006199636,0.9827632,0.0011499458,0.0014760512,0.0098571535,0.00009181637],"about_ca_topic_score_codex":0.0046090344,"about_ca_topic_score_gemma":0.0003560722,"teacher_disagreement_score":0.9890077,"about_ca_system_score_codex":0.0000054542224,"about_ca_system_score_gemma":0.000024006267,"threshold_uncertainty_score":0.6967512},"labels":[],"label_agreement":null},{"id":"W4399128203","doi":"10.1190/geo2023-0643.1","title":"Polarization analysis and filtering of undersampled 3C seismic data in the frequency-slowness domain","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Slowness; Polarization (electrochemistry); Seismology; Frequency domain; Geology; Induced polarization; Acoustics; Computer science; Physics; Computer vision","score_opus":0.021946580900266754,"score_gpt":0.23854506025069355,"score_spread":0.2165984793504268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399128203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94091177,0.00046462024,0.05663493,0.00074011844,0.00009551124,0.00008525953,0.00022394587,0.000052273444,0.00079156045],"genre_scores_gemma":[0.9971601,0.00004019424,0.0019269548,0.00032475725,0.000026426282,2.953722e-7,0.0004995987,0.0000016270005,0.000020080059],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994232,0.000059173446,0.00011318377,0.00017683789,0.00012838606,0.00009918851],"domain_scores_gemma":[0.9995477,0.00011755229,0.000025827812,0.0002857968,0.00000890991,0.000014186384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032932064,0.00006043145,0.0000983516,0.00012478245,0.00004533624,0.000063885476,0.0002564834,0.00002362462,0.000049298487],"category_scores_gemma":[0.000011027628,0.00004200153,0.000024411858,0.0007752896,0.00005690626,0.00025926458,0.000021950174,0.000085031024,0.0000068384434],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024717676,0.000054676588,0.54850554,0.0004202542,0.00048330927,0.000059498867,0.007926617,0.0018219358,0.003136366,0.0040086205,0.0025681977,0.43099025],"study_design_scores_gemma":[0.00010408513,0.00004100892,0.21867278,0.000060421793,0.00018175232,0.000005995549,0.0011662556,0.7133014,0.00035214645,0.063548446,0.0023832298,0.0001824486],"about_ca_topic_score_codex":0.017044077,"about_ca_topic_score_gemma":0.00025070744,"teacher_disagreement_score":0.7114795,"about_ca_system_score_codex":0.0000020404618,"about_ca_system_score_gemma":0.000022660595,"threshold_uncertainty_score":0.98950154},"labels":[],"label_agreement":null},{"id":"W4399160608","doi":"10.3997/2214-4609.202410650","title":"Physics-Informed Attention-Based Neural Network for Full-Waveform Inversion","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Inversion (geology); Nonlinear system; Artificial neural network; Computer science; Inverse problem; Waveform; Algorithm; Mechanism (biology); Artificial intelligence; Geology; Physics; Seismology; Mathematics; Telecommunications; Mathematical analysis","score_opus":0.020356729965671193,"score_gpt":0.2372303586663225,"score_spread":0.2168736287006513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399160608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4457377,0.0016513228,0.36521682,0.022766067,0.012567675,0.0026520097,0.00033326042,0.0069527156,0.14212243],"genre_scores_gemma":[0.9797242,0.00001732565,0.010901726,0.005817037,0.00049531023,0.000003929404,0.0005897849,0.000006133229,0.0024445064],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922836,0.00001116673,0.00014191597,0.0001910777,0.00014854877,0.00027893178],"domain_scores_gemma":[0.99957454,0.00018201019,0.000024619048,0.000115958785,0.000029715276,0.00007316643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016199824,0.00011085171,0.000096145464,0.000055103803,0.00017074258,0.00011604112,0.00012277286,0.000047127724,0.0012385799],"category_scores_gemma":[0.000012639254,0.00008100577,0.00013022174,0.00021536964,0.000048903334,0.00031523468,0.0000058291007,0.00008878101,0.00040075945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056440593,0.0000064698247,0.00969352,0.000117227326,0.000016942027,0.0000039067595,0.000037744037,0.005277326,0.00003197288,0.00044324467,0.5419681,0.44234708],"study_design_scores_gemma":[0.0001288633,0.00012642395,0.0008735742,0.000043502587,0.000012143701,0.000002102722,0.00004360449,0.88435096,0.0003841035,0.0020610543,0.11185153,0.00012211793],"about_ca_topic_score_codex":0.00088621734,"about_ca_topic_score_gemma":0.000057329573,"teacher_disagreement_score":0.8790737,"about_ca_system_score_codex":0.000009581611,"about_ca_system_score_gemma":0.00007654597,"threshold_uncertainty_score":0.99967444},"labels":[],"label_agreement":null},{"id":"W4399185692","doi":"10.3997/2214-4609.202410222","title":"SiameseFWI: A Deep Learning Model for Full Waveform Inversion","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Inversion (geology); Convolutional neural network; Deep learning; Artificial intelligence; Algorithm; Benchmark (surveying); Data modeling; Synthetic data; Pattern recognition (psychology); Machine learning","score_opus":0.018478962070171922,"score_gpt":0.22747152244472824,"score_spread":0.20899256037455632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399185692","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04396484,0.0012441181,0.8277882,0.0034181976,0.0006443053,0.00037858746,0.000018954437,0.0019694248,0.12057339],"genre_scores_gemma":[0.96315926,0.00010310742,0.021190505,0.0016823135,0.00006913672,0.0000018676554,0.00008895515,0.0000053022545,0.013699571],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993441,0.000011229103,0.00010462658,0.0002060055,0.00012253968,0.00021147274],"domain_scores_gemma":[0.9997394,0.000079155885,0.00001396733,0.00007791211,0.000021449001,0.00006809661],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021723227,0.000088496476,0.00008038289,0.00011093325,0.00013711784,0.00008915811,0.00011012971,0.000052178722,0.0013734433],"category_scores_gemma":[0.000024627772,0.000064458734,0.00007584843,0.00011940599,0.00003255108,0.00027231063,0.000008831753,0.00013036943,0.00045227812],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003269401,0.0000043966797,0.00095679524,0.00007372102,0.00001267541,0.0000046347172,0.0005850757,0.009894919,0.00010269434,0.0005836779,0.055570498,0.9321782],"study_design_scores_gemma":[0.000059450675,0.000087734115,0.00002363672,0.000020841517,0.0000071375403,0.0000059013955,0.00019555356,0.9027721,0.00045803044,0.004716335,0.09155386,0.00009939522],"about_ca_topic_score_codex":0.0005734476,"about_ca_topic_score_gemma":0.00004341613,"teacher_disagreement_score":0.93207884,"about_ca_system_score_codex":0.0000064717938,"about_ca_system_score_gemma":0.000028959867,"threshold_uncertainty_score":0.99953943},"labels":[],"label_agreement":null},{"id":"W4399186034","doi":"10.3997/2214-4609.202410821","title":"Geological and Well Prior Assisted Full Waveform Inversion Using Conditional Diffusion Models","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Inversion (geology); Computer science; Algorithm; Prior information; Geology; Waveform; Data mining; Artificial intelligence; Seismology","score_opus":0.030763335438065486,"score_gpt":0.23277536151465014,"score_spread":0.20201202607658467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399186034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96102285,0.00038189968,0.014144055,0.00076165097,0.00020039376,0.00009627804,0.000016140382,0.00032757098,0.02304913],"genre_scores_gemma":[0.9914461,0.00010794039,0.0060030264,0.0014196557,0.000047254925,2.4553935e-7,0.00012895754,0.0000022508034,0.00084458664],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927545,0.000027114744,0.00012290332,0.00023532315,0.00017591163,0.00016329669],"domain_scores_gemma":[0.99973613,0.00007152985,0.000017961444,0.000068070025,0.00001859004,0.000087694745],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015274178,0.00009774211,0.00009369551,0.000107347165,0.00017032174,0.00008461551,0.00006925861,0.00007977138,0.0043655336],"category_scores_gemma":[0.000006752254,0.00006526156,0.000037978072,0.000108974986,0.000113712566,0.00036196955,0.000024529401,0.00012419093,0.0001733599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033146824,0.00013680453,0.06531085,0.0003713555,0.00010740373,0.00039522848,0.00087187346,0.0047285445,0.007157714,0.010446788,0.12299005,0.78715193],"study_design_scores_gemma":[0.00009732051,0.00007124797,0.004869382,0.000034817953,0.000010794812,0.00010043622,0.000088669854,0.9721243,0.0003934696,0.010840343,0.011256264,0.000113003465],"about_ca_topic_score_codex":0.0015044663,"about_ca_topic_score_gemma":0.000015185968,"teacher_disagreement_score":0.9673957,"about_ca_system_score_codex":0.000008024936,"about_ca_system_score_gemma":0.000027411254,"threshold_uncertainty_score":0.9965446},"labels":[],"label_agreement":null},{"id":"W4399186175","doi":"10.3997/2214-4609.202410208","title":"Ensemble Deep Learning for Improved Reconstruction of Weak Events, Conflicting Dips, and High Frequencies","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Benchmark (surveying); Computer science; Deep learning; Artificial intelligence; Ensemble learning; Data modeling; Transformation (genetics); Machine learning; Missing data; Synthetic data; Task (project management); Supervised learning; Data mining; Artificial neural network; Pattern recognition (psychology); Geology; Engineering","score_opus":0.012700201064610858,"score_gpt":0.22546435338110987,"score_spread":0.212764152316499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399186175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.892138,0.0038833693,0.07801321,0.0014566182,0.0012634329,0.0004546986,0.00003039715,0.0007096569,0.022050593],"genre_scores_gemma":[0.9847926,0.0002078631,0.013469192,0.000107702996,0.00004467229,0.0000012286888,0.000025277666,0.0000028000516,0.0013486608],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995241,0.000019882535,0.0001358143,0.00015214761,0.000048925234,0.00011912188],"domain_scores_gemma":[0.9996928,0.00016343713,0.000036959074,0.000046629688,0.000029354891,0.000030814423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023854949,0.00006416405,0.00009547895,0.00007471312,0.00009564938,0.0000347922,0.000042346895,0.000039741015,0.00026725905],"category_scores_gemma":[0.000054547167,0.000051043236,0.000030972533,0.00007109239,0.00004902182,0.00019440084,0.00000489783,0.00008331721,0.000005149207],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009863234,0.000001374694,0.012451517,0.000071115086,0.000015551012,2.3886292e-7,0.00018130941,0.000025294856,0.003696654,0.0004197875,0.0004191923,0.9827081],"study_design_scores_gemma":[0.00026540807,0.00036875697,0.0053994996,0.00017008815,0.000040935072,0.00008163346,0.0021231628,0.84796894,0.056990836,0.010354827,0.07597811,0.00025779245],"about_ca_topic_score_codex":0.0042391196,"about_ca_topic_score_gemma":0.0000485594,"teacher_disagreement_score":0.9824503,"about_ca_system_score_codex":0.0000027091623,"about_ca_system_score_gemma":0.00001565319,"threshold_uncertainty_score":0.6408309},"labels":[],"label_agreement":null},{"id":"W4399186243","doi":"10.3997/2214-4609.202410823","title":"Controllable Velocity Synthesis Using Generative Diffusion Models","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Prior probability; Diffusion; Generative model; Reliability (semiconductor); Seismic velocity; Generative grammar; Inverse problem; Process (computing); Inverse; Data mining; Geophysics; Artificial intelligence; Geology; Mathematics; Bayesian probability","score_opus":0.03205125039372524,"score_gpt":0.23193157983005794,"score_spread":0.1998803294363327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399186243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59803826,0.0042527816,0.22622043,0.0023423315,0.0010195292,0.00029313023,0.00010360406,0.0013639916,0.16636595],"genre_scores_gemma":[0.98197263,0.0001043643,0.015201656,0.0012102356,0.00007356306,6.7359446e-7,0.00000829762,0.000002949369,0.001425654],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936855,0.00004344041,0.00010074653,0.00019192215,0.00013553767,0.00015982725],"domain_scores_gemma":[0.9997257,0.00009917382,0.0000126619625,0.00008853782,0.00002131454,0.00005263641],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018844965,0.00008494031,0.0001052403,0.000077934135,0.00013826763,0.00012209112,0.00008446059,0.000040723844,0.0029097428],"category_scores_gemma":[0.00001709397,0.00005914143,0.000045950732,0.00013819066,0.000041635052,0.0003222285,0.000007837601,0.00007340387,0.00014421067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004489803,0.000023556391,0.0023992176,0.00006251465,0.000077686425,0.000059397687,0.00056947634,0.021451354,0.0037080923,0.0020655128,0.06987486,0.89966345],"study_design_scores_gemma":[0.000032310563,0.000012446251,0.00008013492,0.00003017956,0.000012072571,0.0000069678686,0.00007599249,0.9781651,0.00979696,0.005112412,0.0065819304,0.00009347431],"about_ca_topic_score_codex":0.010695088,"about_ca_topic_score_gemma":0.000025970246,"teacher_disagreement_score":0.95671374,"about_ca_system_score_codex":0.000007232518,"about_ca_system_score_gemma":0.00004306251,"threshold_uncertainty_score":0.99800175},"labels":[],"label_agreement":null},{"id":"W4399186780","doi":"10.3997/2214-4609.2024101264","title":"StorSeismic Deep Learning Paradigm for Seismic Processing: Attention is All What a Seismic Dataset Needs","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Overfitting; Robustness (evolution); Offset (computer science); Artificial intelligence; Artificial neural network; Deep learning; Machine learning","score_opus":0.023547303387229667,"score_gpt":0.26028234436115866,"score_spread":0.236735040973929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399186780","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20025893,0.05956555,0.59673005,0.11067856,0.0070124245,0.00349096,0.0024111676,0.007997168,0.011855166],"genre_scores_gemma":[0.9644214,0.001021212,0.0016492219,0.021772107,0.00023861567,0.000014636221,0.0051185726,0.000024856387,0.0057393922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831295,0.000064630556,0.00031081762,0.0005208981,0.0002791143,0.000511612],"domain_scores_gemma":[0.9993921,0.00011033976,0.000074817115,0.00023760878,0.000033477638,0.0001516892],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000510623,0.00026684935,0.00022265321,0.00037268913,0.00029197097,0.0009796646,0.00031473069,0.00012667978,0.0012459378],"category_scores_gemma":[0.000018419436,0.00022251625,0.0001334387,0.0003797249,0.00007681501,0.0016344351,0.000021815333,0.00031891375,0.00076870946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024799592,0.000012560609,0.0006377887,0.00018704844,0.000037848422,0.000009651826,0.0007404593,0.00091826275,0.000038456135,0.00003124257,0.39403176,0.60333014],"study_design_scores_gemma":[0.000098083794,0.00008611001,0.00006605173,0.000095928364,0.000037450303,0.000032621097,0.00078679575,0.48998728,0.00020322342,0.0009945616,0.50742954,0.00018233832],"about_ca_topic_score_codex":0.0014486319,"about_ca_topic_score_gemma":0.000015286656,"teacher_disagreement_score":0.7641625,"about_ca_system_score_codex":0.000020241412,"about_ca_system_score_gemma":0.00007639718,"threshold_uncertainty_score":0.99966705},"labels":[],"label_agreement":null},{"id":"W4399187476","doi":"10.3997/2214-4609.2024101729","title":"Sparse Vector Reflectivity Inversion with Full-Wavefield Least-Squares Reverse Time Migration","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inversion (geology); Least-squares function approximation; Computer science; Algorithm; Seismic migration; Iterative method; Constraint (computer-aided design); Reflectivity; Penalty method; Mathematical optimization; Mathematics; Optics; Geology; Geometry","score_opus":0.01484803906146861,"score_gpt":0.21540609134499916,"score_spread":0.20055805228353055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399187476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8230536,0.00072369626,0.008656164,0.014055025,0.0010475168,0.00048530073,0.00006531249,0.0023457585,0.14956765],"genre_scores_gemma":[0.9829082,0.000057454796,0.002777288,0.0018539227,0.00010130628,9.604469e-7,0.00007563086,0.000005137723,0.012220095],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914205,0.00005556835,0.000105797124,0.00028826753,0.00021989772,0.00018843947],"domain_scores_gemma":[0.99962425,0.00008078993,0.0000239829,0.00016180048,0.000029550532,0.000079643425],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019678105,0.00012589263,0.00010805996,0.00013259833,0.000115854935,0.000111353525,0.00009783946,0.00006639095,0.0054333615],"category_scores_gemma":[0.000021034857,0.0000862487,0.000046667818,0.00028073502,0.000062317486,0.00046462796,0.000008347371,0.00016701315,0.001759959],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022978518,0.000025405936,0.010262392,0.0000772357,0.00003761328,0.00009194272,0.00042006996,0.00014596322,0.0034209318,0.0001669612,0.864318,0.12080366],"study_design_scores_gemma":[0.00024325824,0.0010756488,0.0041263555,0.00025037403,0.000054356766,0.00009897536,0.0003432838,0.5017925,0.023419984,0.00088021095,0.4671931,0.0005219403],"about_ca_topic_score_codex":0.008068145,"about_ca_topic_score_gemma":0.0006965159,"teacher_disagreement_score":0.5016466,"about_ca_system_score_codex":0.000010095346,"about_ca_system_score_gemma":0.000057716632,"threshold_uncertainty_score":0.9990173},"labels":[],"label_agreement":null},{"id":"W4399187593","doi":"10.3997/2214-4609.2024101667","title":"Multi-Source Wavefield Reconstruction: a Technique for Recovering Broadband Seismic Data from Narrowband Shot Records","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Narrowband; Broadband; Computer science; Compressed sensing; Bandwidth (computing); Inversion (geology); Algorithm; Geology; Telecommunications; Seismology","score_opus":0.05853213631553277,"score_gpt":0.2723624341411099,"score_spread":0.2138302978255771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399187593","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033041146,0.0023369824,0.9404805,0.0027101291,0.0030279343,0.0008717568,0.0013449081,0.0014744374,0.014712206],"genre_scores_gemma":[0.66842204,0.0006581224,0.3107252,0.0035890085,0.0008364104,0.00002598473,0.0018163058,0.00003198774,0.013894885],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986173,0.000041183892,0.00027924436,0.00065321155,0.00013210996,0.00027693273],"domain_scores_gemma":[0.9989659,0.00031764247,0.000043891156,0.00054879213,0.000029537849,0.00009419108],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048176062,0.0001843088,0.00019302583,0.00014637077,0.00017708546,0.00022785913,0.00046725274,0.0001459036,0.003556888],"category_scores_gemma":[0.00007692989,0.0001546681,0.00007616318,0.00019006169,0.000073208896,0.0006488194,0.000043699514,0.00024787185,0.00012125332],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055020166,0.000009967702,0.004269287,0.000071357135,0.000053612566,0.0000099712925,0.00015176668,0.00007756196,0.0016311035,0.0000032658559,0.19911045,0.7945566],"study_design_scores_gemma":[0.00013993913,0.00006594591,0.00011663813,0.00016488714,0.000018457577,0.00009283609,0.00021033127,0.62162465,0.012573649,0.00084030634,0.3639257,0.0002266722],"about_ca_topic_score_codex":0.013877398,"about_ca_topic_score_gemma":0.00043773087,"teacher_disagreement_score":0.79432994,"about_ca_system_score_codex":0.00001016285,"about_ca_system_score_gemma":0.00007315087,"threshold_uncertainty_score":0.997354},"labels":[],"label_agreement":null},{"id":"W4399187686","doi":"10.3997/2214-4609.2024101102","title":"Diffusion-Based Subsurface Multiphysics Monitoring and Forecasting","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Multiphysics; Computer science; Inversion (geology); Data assimilation; Consistency (knowledge bases); Greenhouse gas; Data mining; Artificial intelligence; Meteorology; Geology; Engineering; Finite element method; Seismology","score_opus":0.025649090247206928,"score_gpt":0.22544411475651763,"score_spread":0.1997950245093107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399187686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851074,0.0009799901,0.004661625,0.00040068984,0.00041144714,0.000056634748,0.000007062573,0.00047732433,0.007897795],"genre_scores_gemma":[0.9907296,0.000032103428,0.0085379025,0.00017107007,0.00007056434,2.648413e-7,0.0000068372233,0.000002579546,0.00044911396],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995292,0.000013229812,0.00007693645,0.00015262747,0.00010161777,0.00012641691],"domain_scores_gemma":[0.999671,0.00019715038,0.000010121898,0.000061493796,0.000011022341,0.000049202023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012174006,0.0000675885,0.000059207876,0.000045262026,0.00009344699,0.00010157588,0.000050421066,0.000023368988,0.00020472995],"category_scores_gemma":[0.000017429438,0.000050203165,0.000022706463,0.000104343395,0.000033387434,0.00013022222,0.000005616549,0.00008129069,0.000043902077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041721464,0.0000031178247,0.31271204,0.00004518628,0.0000042187344,0.000011788689,0.000093626404,0.00036788662,0.00054565596,0.00003155998,0.0013563427,0.6848244],"study_design_scores_gemma":[0.00005591078,0.000022340166,0.018020239,0.00007784162,0.000003965002,0.0000035136302,0.00011101738,0.9634674,0.010819918,0.00032470957,0.0069896546,0.00010346048],"about_ca_topic_score_codex":0.0024304856,"about_ca_topic_score_gemma":0.0000055645846,"teacher_disagreement_score":0.96309954,"about_ca_system_score_codex":0.0000019629485,"about_ca_system_score_gemma":0.000014965396,"threshold_uncertainty_score":0.36741832},"labels":[],"label_agreement":null},{"id":"W4399187883","doi":"10.3997/2214-4609.2024101607","title":"Frontier Exploration Insights Using Simultaneous Inversion of Velocity and Reflectivity: a Case Study, Offshore Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Submarine pipeline; Seismic inversion; Broadband; Geology; Workflow; Prospectivity mapping; Seismology; Regional geology; Reflectivity; Computer science; Structural basin; Meteorology; Telecommunications; Paleontology; Tectonics; Optics; Oceanography; Geography","score_opus":0.03022155192750875,"score_gpt":0.24987158019260508,"score_spread":0.21965002826509633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399187883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99685305,0.00041294732,0.0015239388,0.00012479446,0.0002190971,0.00013391978,0.00000977622,0.000064367385,0.00065809843],"genre_scores_gemma":[0.9985869,0.000019941912,0.0010503324,0.00019643821,0.000020517942,2.1840457e-7,0.0000074887234,0.0000022206898,0.00011593579],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993774,0.00005969136,0.00012114188,0.00018550876,0.00016525156,0.0000909818],"domain_scores_gemma":[0.99969506,0.00010891043,0.000024449424,0.00008441926,0.00003557952,0.0000515753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010874819,0.000079618265,0.00010915847,0.000090862006,0.00011264343,0.00003824831,0.00003906756,0.000029478186,0.000077548204],"category_scores_gemma":[0.000024643541,0.000061196486,0.000013504513,0.00018491165,0.000038011163,0.00030029248,0.000011881409,0.00008284967,0.0000012642804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009372059,0.00008527885,0.070950285,0.00022608903,0.00012467959,0.011635586,0.013781964,0.0036799826,0.00039685643,0.000026543436,0.03263133,0.8663677],"study_design_scores_gemma":[0.000072538656,0.000116756,0.00013792084,0.000025467722,0.000021709528,0.00022578184,0.007203986,0.9870019,0.0015916859,0.00025288356,0.003250721,0.00009865357],"about_ca_topic_score_codex":0.9283412,"about_ca_topic_score_gemma":0.6497486,"teacher_disagreement_score":0.9833219,"about_ca_system_score_codex":0.000018121953,"about_ca_system_score_gemma":0.00018377186,"threshold_uncertainty_score":0.35664257},"labels":[],"label_agreement":null},{"id":"W4399187934","doi":"10.3997/2214-4609.2024101663","title":"Comparing 2D and 3D Acoustic Full-Waveform Inversion of the Snowflake Baseline VSP Dataset","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Baseline (sea); Amplitude; Geology; Waveform; Computer science; Seismology; Acoustics; Remote sensing; Telecommunications","score_opus":0.021868087147747295,"score_gpt":0.22473493147716866,"score_spread":0.20286684432942137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399187934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940503,0.0028475332,0.012261706,0.005656771,0.00197369,0.00049627153,0.0020119948,0.0006018861,0.03364716],"genre_scores_gemma":[0.9971144,0.00010308439,0.0007948705,0.0011598798,0.000036643254,1.6392633e-7,0.00044395283,0.0000018935079,0.0003451144],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994081,0.000030370891,0.00013258618,0.00015553989,0.00015202841,0.00012136026],"domain_scores_gemma":[0.99964696,0.000099996854,0.000024420426,0.00017117956,0.000011608729,0.000045836598],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003198126,0.00007691795,0.0000938951,0.000062624764,0.000090771086,0.00004376433,0.00015139767,0.00002997516,0.0012886026],"category_scores_gemma":[0.000024094054,0.00004351581,0.000024541972,0.00014099097,0.00010989264,0.00017276277,0.000041664494,0.00011403391,0.00008370943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034910478,0.000014065537,0.04971894,0.00021746986,0.000032754117,0.000012142838,0.00022541198,0.00089605735,0.0008058517,0.00007539554,0.79153544,0.15643156],"study_design_scores_gemma":[0.00006639321,0.000036160778,0.0025398117,0.00007970934,0.000025719894,0.000019633042,0.00013154776,0.9054015,0.0017107042,0.00018426163,0.08972866,0.00007586491],"about_ca_topic_score_codex":0.0031712768,"about_ca_topic_score_gemma":0.00034695666,"teacher_disagreement_score":0.9045055,"about_ca_system_score_codex":0.0000028300278,"about_ca_system_score_gemma":0.000024805386,"threshold_uncertainty_score":0.9996244},"labels":[],"label_agreement":null},{"id":"W4399188272","doi":"10.3997/2214-4609.202410341","title":"Local Slope Guided Seismic Signal Separation with Physics Informed Neural Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Artificial neural network; Computer science; SIGNAL (programming language); Representation (politics); Separation (statistics); Field (mathematics); Algorithm; Geology; Data mining; Artificial intelligence; Machine learning; Mathematics","score_opus":0.016145407451286682,"score_gpt":0.24483097406600327,"score_spread":0.2286855666147166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399188272","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034981668,0.00030835095,0.911493,0.0011028743,0.0003571988,0.00018556722,0.000009595483,0.0008820004,0.05067972],"genre_scores_gemma":[0.9926929,0.000024088404,0.0013918554,0.004164675,0.00014224215,0.0000010481075,0.00015208067,0.000004110438,0.0014270021],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992516,0.000022683183,0.00014005722,0.0001817954,0.00018309103,0.00022079612],"domain_scores_gemma":[0.9997103,0.000068274654,0.000021891308,0.000100653255,0.00002916219,0.00006971733],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000105871746,0.000120693345,0.00009544861,0.000048205904,0.00009252075,0.00015842923,0.00011009012,0.00004663127,0.0012494251],"category_scores_gemma":[0.000002351657,0.00007902046,0.000037936312,0.00026672744,0.00009376945,0.0005107567,0.0000066892994,0.0001575995,0.00019410886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027162163,0.000003989525,0.003426595,0.000018205996,0.000017223712,0.000020722662,0.0001136875,0.29555944,0.0000031409413,0.00012976193,0.17346583,0.5272142],"study_design_scores_gemma":[0.000079468395,0.00012467086,0.00041066587,0.00002490377,0.000010617026,0.000030746614,0.00007534376,0.96228325,0.00060855725,0.00030928,0.035906263,0.00013622959],"about_ca_topic_score_codex":0.001506473,"about_ca_topic_score_gemma":0.000058196132,"teacher_disagreement_score":0.9577112,"about_ca_system_score_codex":0.000007410188,"about_ca_system_score_gemma":0.00007393425,"threshold_uncertainty_score":0.9996636},"labels":[],"label_agreement":null},{"id":"W4399188442","doi":"10.3997/2214-4609.2024101092","title":"Learned Frequency-Domain Scattered Wavefield Solutions Using Neural Operator","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Helmholtz equation; Embedding; Operator (biology); Computer science; Frequency domain; Inversion (geology); Generalization; Algorithm; Domain (mathematical analysis); Process (computing); Helmholtz free energy; Wave equation; Artificial intelligence; Mathematics; Mathematical analysis; Boundary value problem; Physics; Geology; Computer vision","score_opus":0.05318859956497671,"score_gpt":0.26195959868634716,"score_spread":0.20877099912137045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399188442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8608506,0.0024227174,0.015431746,0.021057753,0.0020513842,0.00025414545,0.00007383249,0.0015663314,0.09629149],"genre_scores_gemma":[0.98063207,0.000023777913,0.013701712,0.0046213465,0.0001159561,4.7376054e-7,0.000029563123,0.0000040354,0.00087104907],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999194,0.00004831671,0.00013387868,0.00022803467,0.00012791362,0.0002678509],"domain_scores_gemma":[0.99970114,0.00004995365,0.000011270082,0.000142715,0.000016958182,0.000077982404],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020197363,0.0000976178,0.00008636271,0.00010837392,0.00021204133,0.0001811975,0.00014236114,0.000051575185,0.0066716257],"category_scores_gemma":[0.000013631759,0.000074811986,0.000059998514,0.00020994662,0.00007121851,0.00032129732,0.0000122255415,0.00016147243,0.00046757702],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003555712,0.000053550004,0.054205623,0.00017013423,0.00014376441,0.0003843797,0.0018293514,0.0015329584,0.017647767,0.012624877,0.5345424,0.37682962],"study_design_scores_gemma":[0.0001224943,0.000090807654,0.0015247717,0.00006885613,0.00002013839,0.00013705927,0.000608132,0.94628227,0.002320597,0.015026251,0.033452407,0.0003462315],"about_ca_topic_score_codex":0.0091434065,"about_ca_topic_score_gemma":0.00008680531,"teacher_disagreement_score":0.9447493,"about_ca_system_score_codex":0.0000064555525,"about_ca_system_score_gemma":0.000060510913,"threshold_uncertainty_score":0.9974548},"labels":[],"label_agreement":null},{"id":"W4399188670","doi":"10.3997/2214-4609.202410809","title":"Deep Learning for Moment Tensor Determination with Uncertainty Quantification","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Moment (physics); Computer science; Moment tensor; Microseism; Convolutional neural network; Tensor (intrinsic definition); Inversion (geology); Data mining; Algorithm; Mathematical optimization; Geology; Artificial intelligence; Mathematics; Seismology; Physics; Geometry","score_opus":0.018385793245009052,"score_gpt":0.2443878613645584,"score_spread":0.22600206811954934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399188670","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047950923,0.00033684535,0.94001734,0.0023804968,0.00023515653,0.00033313,0.00000536676,0.00066105457,0.008079681],"genre_scores_gemma":[0.9855495,0.0000268826,0.010659244,0.00027607402,0.000034387478,0.0000049754394,0.00012301163,0.0000025855397,0.0033233026],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995569,0.00001604808,0.00007484218,0.00015583291,0.00009302646,0.0001033519],"domain_scores_gemma":[0.9997793,0.00008867172,0.000016891587,0.000054828517,0.000034499204,0.000025835072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018297543,0.000054103493,0.00004641326,0.00007274951,0.000097152355,0.00007817968,0.000048935595,0.000021364265,0.0003875825],"category_scores_gemma":[0.000013220194,0.000035304074,0.000021179856,0.000097290496,0.000031596493,0.00014325812,0.0000013773512,0.000052188807,0.0000725554],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022831795,0.000003884058,0.0046386663,0.000041727948,0.0000065536137,0.0000017573368,0.00021974275,0.0059022936,0.00009015841,0.00040981476,0.0028975958,0.985765],"study_design_scores_gemma":[0.00004545591,0.00012665687,0.0017297629,0.000020022766,0.000007571372,0.0000050158837,0.00028493992,0.8885804,0.0012210059,0.0003359906,0.107578,0.00006519836],"about_ca_topic_score_codex":0.00062788714,"about_ca_topic_score_gemma":0.00004806668,"teacher_disagreement_score":0.9856998,"about_ca_system_score_codex":0.000005531008,"about_ca_system_score_gemma":0.000013823643,"threshold_uncertainty_score":0.42437565},"labels":[],"label_agreement":null},{"id":"W4399421053","doi":"10.1016/j.cageo.2024.105644","title":"Cube2sph : A toolkit enabling flexible and accurate continental-scale seismic wave simulations using the SPECFEM3D_Cartesian package","year":2024,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Environment Research Council; Sight Research UK; European Research Council; Ontario Trillium Foundation; National Science Foundation","keywords":"Scale (ratio); Geology; Cartesian coordinate system; Computer science; Seismology; Computational science; Computer graphics (images); Cartography; Geometry; Geography","score_opus":0.029143271821185573,"score_gpt":0.251129605178835,"score_spread":0.22198633335764942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399421053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86022496,0.0026511669,0.12924412,0.0036397541,0.0017906554,0.00026851502,0.000070284324,0.0004459869,0.0016645485],"genre_scores_gemma":[0.9941604,0.00008593066,0.003660356,0.0015748832,0.00015567912,4.946641e-7,0.000018226301,0.000004041001,0.00033999715],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873114,0.00006712483,0.00019647641,0.00040655734,0.0002573828,0.00034134346],"domain_scores_gemma":[0.99936277,0.00027149048,0.000049453593,0.0001903792,0.000028025244,0.000097879994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039548264,0.00015452011,0.00013883745,0.00016339656,0.00068637845,0.00085937453,0.00029801208,0.00003870025,0.00016847573],"category_scores_gemma":[0.000016647457,0.00010210346,0.000060082042,0.00059445784,0.0004494203,0.00065362314,0.00005339834,0.00016356818,0.000027351169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021950302,0.000036876743,0.047703486,0.0001375133,0.00006439747,0.00012688083,0.008051544,0.047856208,0.0017837834,0.00054299715,0.01988195,0.8737924],"study_design_scores_gemma":[0.000057585145,0.00004049559,0.0028332227,0.00009203832,0.000016258738,0.00007393512,0.0007230486,0.9662308,0.00069548585,0.0011806652,0.027899973,0.00015646325],"about_ca_topic_score_codex":0.0023679142,"about_ca_topic_score_gemma":0.000048033668,"teacher_disagreement_score":0.9183746,"about_ca_system_score_codex":0.00000893373,"about_ca_system_score_gemma":0.000075138494,"threshold_uncertainty_score":0.82869685},"labels":[],"label_agreement":null},{"id":"W4399470701","doi":"10.32388/v9u2fl","title":"Review of: \"Seismic intensity measure selection considering Record-to-Record and Angle-to-Angle uncertainties.\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Measure (data warehouse); Intensity (physics); Selection (genetic algorithm); Geodesy; Geology; Statistics; Mathematics; Computer science; Data mining; Physics; Optics; Artificial intelligence","score_opus":0.038971063965796957,"score_gpt":0.2685420531574686,"score_spread":0.22957098919167163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399470701","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005224432,0.7594066,0.0025610295,0.18556345,0.009727915,0.0030462116,0.00078585447,0.0010794098,0.037307065],"genre_scores_gemma":[0.0015554255,0.42919198,0.017250367,0.38684195,0.0007254685,0.00003455009,0.0012026465,0.00006535093,0.16313228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974695,0.00014688293,0.00072779175,0.00079616765,0.0004572735,0.00040238624],"domain_scores_gemma":[0.9983993,0.0001438095,0.00022272064,0.00040085937,0.00055714394,0.00027616712],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012904117,0.00045520818,0.0011948982,0.00040494167,0.00011531833,0.00007026627,0.0003175427,0.00016785777,0.0038509758],"category_scores_gemma":[0.0005970006,0.00036667899,0.00023420934,0.00086818606,0.000089719,0.0001248508,0.00009085292,0.00063230237,0.00054767734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008882692,0.00000345525,0.00043033005,0.014097051,0.00003803405,0.0000047387593,0.000017341381,0.000002547553,0.0000021034377,0.0000010713331,0.74340177,0.24199267],"study_design_scores_gemma":[0.000038271144,0.00017832886,0.000056930596,0.07271007,0.00024073642,0.00008536758,0.000026514519,0.0014142663,0.000092480324,0.00020559102,0.9245311,0.00042031283],"about_ca_topic_score_codex":0.041780166,"about_ca_topic_score_gemma":0.001822276,"teacher_disagreement_score":0.33021468,"about_ca_system_score_codex":0.000037603713,"about_ca_system_score_gemma":0.00023988349,"threshold_uncertainty_score":0.9998785},"labels":[],"label_agreement":null},{"id":"W4399665812","doi":"10.1109/msp.2024.3349456","title":"Hypercomplex Processing of Vector Field Seismic Data: Toward vector-valued signal processing","year":2024,"lang":"en","type":"article","venue":"IEEE Signal Processing Magazine","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hypercomplex number; Signal processing; Image processing; Computer science; Multidimensional signal processing; Field (mathematics); Data processing; Artificial intelligence; Computer vision; Digital image processing; SIGNAL (programming language); Digital signal processing; Pattern recognition (psychology); Algorithm; Speech recognition; Mathematics; Quaternion; Image (mathematics); Computer hardware; Pure mathematics","score_opus":0.04746677906170895,"score_gpt":0.27789440701005846,"score_spread":0.2304276279483495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399665812","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15447961,0.075895056,0.7142282,0.010136046,0.002386218,0.0018427301,0.00096654857,0.0056899465,0.03437565],"genre_scores_gemma":[0.98866415,0.000048620914,0.008323248,0.0013573382,0.00071072974,0.0000034780217,0.0002484143,0.000039033435,0.0006049677],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99662924,0.00011192283,0.0007415473,0.0010077875,0.00081368006,0.0006958362],"domain_scores_gemma":[0.99874824,0.0001718519,0.00025771934,0.00038026745,0.0002386617,0.00020326166],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008633472,0.00046483727,0.00055357657,0.00038377725,0.0003601987,0.00061998557,0.0010225016,0.00019625305,0.0010899612],"category_scores_gemma":[0.000046902245,0.00039297002,0.000119254895,0.0010316741,0.00030923152,0.0018799641,0.00007196445,0.0006474005,0.00019739916],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010729679,0.000050490653,0.0006370452,0.0021980102,0.00002870324,0.00007478603,0.0006334678,0.0005604805,0.01012215,0.000006285316,0.021071058,0.9645102],"study_design_scores_gemma":[0.0002729615,0.00028442158,0.0007113319,0.0017870152,0.000115870826,0.00012999885,0.00017090516,0.9517755,0.017471349,0.00070720277,0.026005922,0.000567506],"about_ca_topic_score_codex":0.00059595087,"about_ca_topic_score_gemma":0.000017202505,"teacher_disagreement_score":0.9639427,"about_ca_system_score_codex":0.000026831947,"about_ca_system_score_gemma":0.000945582,"threshold_uncertainty_score":0.99985224},"labels":[],"label_agreement":null},{"id":"W4399713456","doi":"10.3208/jgssp.v10.os-19-07","title":"Numerical simulation of earthquake-induced pore pressure response of saturated sand layer in a partial drainage environment","year":2024,"lang":"en","type":"article","venue":"Japanese Geotechnical Society Special Publication","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Geotechnical engineering; Pore water pressure; Geology; Drainage; Computer simulation; Layer (electronics); Materials science; Engineering; Composite material","score_opus":0.018371936766017526,"score_gpt":0.25072753200052067,"score_spread":0.23235559523450314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399713456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99131685,0.00023402114,0.0013282092,0.00481875,0.00017573587,0.0005502391,0.000065403205,0.00021697975,0.0012938033],"genre_scores_gemma":[0.99895245,0.000020867095,0.00027904025,0.00019195794,0.00023727385,0.000005359128,0.00017465079,0.0000065048034,0.00013191676],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983152,0.00019027367,0.0004960882,0.0003470995,0.0004261917,0.0002251097],"domain_scores_gemma":[0.99904317,0.0004117813,0.00014024338,0.000263558,0.00006487512,0.00007640419],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010427551,0.00013896833,0.00023847117,0.00010492089,0.000053567877,0.00005984916,0.00019786747,0.00026429884,0.0010809941],"category_scores_gemma":[0.00032007578,0.0001209832,0.0001706341,0.0006397777,0.00013483864,0.00041201114,0.000022702416,0.00030876728,0.000029978864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039239386,0.0009521311,0.006719934,0.0007190274,0.00030540422,0.00002929384,0.014446094,0.29316327,0.04403961,0.000963764,0.05118936,0.5835482],"study_design_scores_gemma":[0.0003198077,0.00024335578,0.0785553,0.00006382896,0.000030373869,0.0000042749716,0.00032341195,0.8521461,0.0071864086,0.00053796737,0.06036997,0.0002192333],"about_ca_topic_score_codex":0.0009199735,"about_ca_topic_score_gemma":0.0000024163878,"teacher_disagreement_score":0.58332896,"about_ca_system_score_codex":0.000022892265,"about_ca_system_score_gemma":0.00007490201,"threshold_uncertainty_score":0.99983215},"labels":[],"label_agreement":null},{"id":"W4399812777","doi":"10.1137/23m1561142","title":"EnKSGD: A Class of Preconditioned Black Box Optimization and Inversion Algorithms","year":2024,"lang":"en","type":"article","venue":"SIAM Journal on Scientific Computing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Mathematics; Inversion (geology); Algorithm; Class (philosophy); Applied mathematics; Mathematical optimization; Computer science; Artificial intelligence","score_opus":0.016551097545702588,"score_gpt":0.24028510747782686,"score_spread":0.22373400993212428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399812777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8572786,0.0015255065,0.126703,0.0016428425,0.005398052,0.00020640556,0.000046812067,0.00024237364,0.0069564246],"genre_scores_gemma":[0.9856225,0.00005870873,0.013485907,0.00020326492,0.00013687128,3.4498637e-8,0.000030886815,0.0000036288989,0.0004581807],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888283,0.000080153884,0.00027270126,0.0002491527,0.00033854053,0.0001766152],"domain_scores_gemma":[0.9994508,0.00015328983,0.000114196024,0.00009708398,0.00008207167,0.00010254837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011743961,0.00009124464,0.000118488795,0.00039952202,0.00033931853,0.0004975224,0.00013598999,0.00004130449,0.0005081577],"category_scores_gemma":[0.000045714085,0.00007358361,0.000058884474,0.00041566644,0.00020754775,0.00032304414,0.000018498558,0.00023308626,0.00004896486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027714832,0.00003537562,0.0034577078,0.00014890538,0.000044911354,0.000053644973,0.0022953092,0.19586411,0.00043993798,0.00015700731,0.074859545,0.72261584],"study_design_scores_gemma":[0.00011240659,0.000100039724,0.0004853548,0.0003193144,0.000009587067,0.00007836724,0.00029126887,0.98510504,0.0016332705,0.00059752306,0.011179559,0.00008826296],"about_ca_topic_score_codex":0.000035322937,"about_ca_topic_score_gemma":0.0000010363327,"teacher_disagreement_score":0.78924096,"about_ca_system_score_codex":0.000011071338,"about_ca_system_score_gemma":0.000064164204,"threshold_uncertainty_score":0.5563971},"labels":[],"label_agreement":null},{"id":"W4399895271","doi":"10.5194/se-15-683-2024","title":"Magma-poor continent–ocean transition zones of the southern North Atlantic: a wide-angle seismic synthesis of a new frontier","year":2024,"lang":"en","type":"article","venue":"Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Transition zone; Tectonics; Mantle (geology); Seismology; Continental margin; Paleontology; Earth science; Geophysics","score_opus":0.0083077126027319,"score_gpt":0.19205360543653072,"score_spread":0.18374589283379883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399895271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99133563,0.0006679391,0.0030989544,0.0029415218,0.00035197075,0.00018212243,0.0002544655,0.00012291166,0.0010445121],"genre_scores_gemma":[0.9970741,0.00006957422,0.0006428507,0.00051851664,0.00008712213,4.263727e-7,0.000029364423,0.0000074536615,0.0015705827],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902743,0.00007058427,0.00026058976,0.00019762035,0.00024431493,0.0001994305],"domain_scores_gemma":[0.99951625,0.000099140256,0.00008151903,0.00020689637,0.00003580848,0.00006036731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016711515,0.00013004342,0.00023899539,0.000097045,0.000067867644,0.000032948483,0.0002108264,0.000051438587,0.0006655581],"category_scores_gemma":[0.000038454316,0.00008579795,0.0001755043,0.00025061113,0.00013305203,0.00012562216,0.0000099717245,0.000118809614,0.00009942447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029033513,0.00009504655,0.49965522,0.0008423776,0.00041704948,0.000043480344,0.0153953,0.0039069545,0.0005184645,0.00006479539,0.18763976,0.29113123],"study_design_scores_gemma":[0.0010863199,0.0005537121,0.15212725,0.0023917055,0.00075883244,0.000114796596,0.0059771375,0.5711527,0.087077275,0.0061456603,0.17138764,0.0012269807],"about_ca_topic_score_codex":0.011857395,"about_ca_topic_score_gemma":0.00042592813,"teacher_disagreement_score":0.5672457,"about_ca_system_score_codex":0.0000018456075,"about_ca_system_score_gemma":0.00008890517,"threshold_uncertainty_score":0.9947227},"labels":[],"label_agreement":null},{"id":"W4399985045","doi":"10.1190/geo2023-0508.1","title":"Self-supervised learning for efficient seismic facies classification","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facies; Geology; Supervised learning; Computer science; Artificial intelligence; Artificial neural network; Paleontology","score_opus":0.01798968851732159,"score_gpt":0.22572365840893627,"score_spread":0.2077339698916147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399985045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8924826,0.0015437277,0.07996975,0.0024502592,0.0016443729,0.0006600863,0.0000946679,0.002934451,0.018220123],"genre_scores_gemma":[0.9956247,0.000052194573,0.0028200692,0.0004006316,0.00014703158,0.00000443716,0.00016364148,0.0000054000066,0.0007818636],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934506,0.000017915387,0.000103693725,0.00021346995,0.00013067672,0.00018917775],"domain_scores_gemma":[0.999692,0.00011366847,0.000021385751,0.00010095309,0.000033365017,0.00003859452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015245078,0.000091649046,0.000081678336,0.000060270206,0.00017331578,0.00011724211,0.00010762053,0.000038249174,0.00009791717],"category_scores_gemma":[0.000013588233,0.00007825503,0.000071396724,0.00017918696,0.00003212898,0.00010659004,0.000005832483,0.000121843186,0.000455422],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016237082,0.00002675264,0.002138013,0.0003243201,0.000038377788,0.0000035245441,0.001728727,0.008484703,0.00080439035,0.0014639546,0.019125123,0.9658459],"study_design_scores_gemma":[0.000048593643,0.000041148225,0.0016383294,0.00001966536,0.000011838363,0.0000012837643,0.00021009332,0.8212863,0.00061653374,0.0013131262,0.17471822,0.00009483879],"about_ca_topic_score_codex":0.00021686267,"about_ca_topic_score_gemma":7.563723e-7,"teacher_disagreement_score":0.96575105,"about_ca_system_score_codex":0.0000070564734,"about_ca_system_score_gemma":0.00004132498,"threshold_uncertainty_score":0.58536804},"labels":[],"label_agreement":null},{"id":"W4400026926","doi":"10.1306/10192321180","title":"High-precision seismic imaging for complex deep structures in the hydrocarbon exploration using a coherent-stacking-based least-squares migration","year":2024,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Stacking; Hydrocarbon exploration; Seismology; Geophysical imaging; Least-squares function approximation; Petrology; Tectonics; Statistics; Nuclear magnetic resonance","score_opus":0.03234085854127983,"score_gpt":0.25995007102436013,"score_spread":0.2276092124830803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400026926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6302824,0.0020663096,0.3397416,0.024940938,0.00089574314,0.0011772277,0.00009374718,0.0004356691,0.00036637328],"genre_scores_gemma":[0.9891638,0.000017848106,0.007233318,0.0029951348,0.00014266993,0.0000101492815,0.00041165698,0.00000946092,0.000015954209],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987372,0.00016541699,0.00026163252,0.0003177975,0.00027095308,0.0002470129],"domain_scores_gemma":[0.99933857,0.0003506847,0.00006665355,0.00017707868,0.000035339337,0.00003170274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005145419,0.00016502777,0.00013959297,0.00020859961,0.00019892801,0.000296497,0.00021696808,0.000050975443,0.0004254871],"category_scores_gemma":[0.000057322068,0.000119120516,0.00007210694,0.00022208816,0.00006370182,0.00017400536,0.000008005338,0.0001598152,0.000039045335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003616578,0.00005991327,0.012826299,0.00028264467,0.000030692387,0.00005875911,0.0037864097,0.27113602,0.0033234567,0.0004922171,0.12325405,0.5843879],"study_design_scores_gemma":[0.00022088466,0.000062902836,0.0013798047,0.000101061814,0.000017072702,0.000007970222,0.0006660479,0.9244004,0.0012928022,0.004906376,0.06679128,0.00015338662],"about_ca_topic_score_codex":0.00950549,"about_ca_topic_score_gemma":0.00033777498,"teacher_disagreement_score":0.6532644,"about_ca_system_score_codex":0.000020081665,"about_ca_system_score_gemma":0.000038205024,"threshold_uncertainty_score":0.9970903},"labels":[],"label_agreement":null},{"id":"W4400058535","doi":"10.2118/220079-ms","title":"Deep Learning for Geothermal Reservoir Characterization: Estimating Rock Properties from Seismic Data Using Convolutional Neural Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Convolutional neural network; Geothermal gradient; Reservoir modeling; Geology; Deep learning; Artificial neural network; Characterization (materials science); Artificial intelligence; Computer science; Seismology; Petroleum engineering; Geophysics","score_opus":0.0571574645391925,"score_gpt":0.2522814708449983,"score_spread":0.19512400630580579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400058535","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1692895,0.00086443586,0.8276459,0.0006299136,0.0007526378,0.00017487018,0.00008112036,0.00043063413,0.00013099088],"genre_scores_gemma":[0.9746169,0.00001406278,0.01989265,0.00092997024,0.0007304467,0.0000017835192,0.0033133305,0.00000991455,0.00049098366],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989714,0.000059990827,0.00020572984,0.00035968295,0.00014995622,0.00025321025],"domain_scores_gemma":[0.9995369,0.00013426262,0.00004778216,0.00018916395,0.00003877738,0.00005311236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024887695,0.00012616251,0.000120935736,0.000060549897,0.00034351743,0.00027898548,0.00030652143,0.000059451922,0.0008696171],"category_scores_gemma":[0.000056346256,0.00009934489,0.000035219517,0.000119658886,0.00004113257,0.0008653859,0.000052947405,0.00019062552,0.000028999717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002523595,0.00000331469,0.005639328,0.000034552602,0.00002345272,0.000003967077,0.0001329042,0.91133016,0.00027912637,0.0000072508824,0.0012488206,0.081271864],"study_design_scores_gemma":[0.000074048614,0.000027130276,0.0010691978,0.000085122396,0.000018809573,0.000013709997,0.000096682204,0.989729,0.00008208099,0.000081645136,0.00857234,0.00015022505],"about_ca_topic_score_codex":0.002996942,"about_ca_topic_score_gemma":0.00001712647,"teacher_disagreement_score":0.80775326,"about_ca_system_score_codex":0.000007488835,"about_ca_system_score_gemma":0.00004528549,"threshold_uncertainty_score":0.9521698},"labels":[],"label_agreement":null},{"id":"W4400223192","doi":"10.1190/geo2023-0499.1","title":"Angle-dependent image-domain least-squares migration through analytical point spread functions","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Point (geometry); Image (mathematics); Domain (mathematical analysis); Least-squares function approximation; Seismic migration; Geology; Mathematics; Algorithm; Computer science; Geometry; Mathematical analysis; Statistics; Artificial intelligence; Seismology","score_opus":0.013674172146302606,"score_gpt":0.23187986957684573,"score_spread":0.21820569743054313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400223192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.746028,0.0019701675,0.13845134,0.017432256,0.0031116873,0.0005285258,0.0005920797,0.0022609932,0.08962494],"genre_scores_gemma":[0.99325114,0.00005953187,0.0028283533,0.0011576229,0.0003998228,0.0000025156808,0.00027967757,0.000008096445,0.002013217],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897087,0.00004966633,0.00016392535,0.00030087188,0.00026663527,0.00024801216],"domain_scores_gemma":[0.9995745,0.0000825187,0.000026437652,0.00020985883,0.000041317748,0.00006537244],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014453808,0.00013939412,0.00012379735,0.00006710961,0.0001559953,0.00019825564,0.00012619597,0.000052586773,0.0010813606],"category_scores_gemma":[0.000015946867,0.00011553497,0.00011060391,0.0002872443,0.00010468823,0.0005903094,0.00001421979,0.00019984196,0.002487315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082099345,0.00013906609,0.013889916,0.00017165211,0.00016633053,0.00019713468,0.002671364,0.000569153,0.0013445341,0.0086239595,0.60043013,0.37171465],"study_design_scores_gemma":[0.000435082,0.00065799744,0.023315031,0.00023414099,0.00020631879,0.000113962094,0.0037610896,0.32065517,0.005861665,0.19557714,0.44812033,0.0010620701],"about_ca_topic_score_codex":0.006817261,"about_ca_topic_score_gemma":0.000120885335,"teacher_disagreement_score":0.3706526,"about_ca_system_score_codex":0.000011855849,"about_ca_system_score_gemma":0.000053167554,"threshold_uncertainty_score":0.9998318},"labels":[],"label_agreement":null},{"id":"W4400282065","doi":"10.1190/geo2023-0755.1","title":"Enabling uncertainty quantification in a standard full-waveform inversion method using normalizing flows","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Inversion (geology); Computer science; Waveform; Uncertainty quantification; Algorithm; Geology; Seismology; Telecommunications; Machine learning","score_opus":0.03248226734320748,"score_gpt":0.27927052065786334,"score_spread":0.24678825331465587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400282065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89776397,0.00066428824,0.09790736,0.00034726504,0.0008368226,0.00020161498,0.00004834396,0.00033685192,0.0018934836],"genre_scores_gemma":[0.97436136,0.00009979158,0.02485252,0.0003616812,0.00014111584,8.4258613e-7,0.00012345068,0.000006907563,0.000052338895],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989234,0.00007037571,0.00020941978,0.00028761168,0.00024089598,0.0002682732],"domain_scores_gemma":[0.9995984,0.000101354686,0.000043800886,0.00016409165,0.000039363193,0.000053023017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061995274,0.00012566664,0.00014749686,0.00020439124,0.00013842624,0.00013574742,0.0001306297,0.00006155842,0.00013684091],"category_scores_gemma":[0.000022719969,0.000110083114,0.000065187385,0.00059240573,0.000029321836,0.0005086702,0.000016820999,0.00021730791,0.00012996893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007930827,0.000011422071,0.0027944571,0.00016350746,0.000018251983,0.000035564648,0.0014772903,0.03623025,0.006759312,0.0004978019,0.0010615533,0.9508713],"study_design_scores_gemma":[0.0000860015,0.000043251483,0.00028256397,0.00015350923,0.000012689317,0.000007707565,0.00050036033,0.9740825,0.0038067072,0.0040176427,0.01684801,0.00015902598],"about_ca_topic_score_codex":0.013342186,"about_ca_topic_score_gemma":0.00015966664,"teacher_disagreement_score":0.95071226,"about_ca_system_score_codex":0.000041817424,"about_ca_system_score_gemma":0.00010174653,"threshold_uncertainty_score":0.9932281},"labels":[],"label_agreement":null},{"id":"W4400315763","doi":"10.1016/j.petsci.2024.06.020","title":"Selection and application of wavelet transform in high-frequency sequence stratigraphy analysis of coarse-grained sediment in rift basin","year":2024,"lang":"en","type":"article","venue":"Petroleum Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wavelet; Sequence stratigraphy; Sequence (biology); Geology; Transformation (genetics); Mathematics; Paleontology; Algorithm; Computer science; Artificial intelligence; Structural basin; Facies; Biology","score_opus":0.007793134369746262,"score_gpt":0.23343176374430252,"score_spread":0.22563862937455625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400315763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940339,0.00018521771,0.003949365,0.00043790313,0.000042465475,0.0001033477,0.000049253606,0.000033887896,0.0011646625],"genre_scores_gemma":[0.9968548,0.00008492668,0.0029644913,0.00006230147,0.000004138435,0.0000029199896,0.00001915648,0.0000011726502,0.0000061293586],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988371,0.000033001004,0.00028800822,0.00031201635,0.00034639396,0.0001834636],"domain_scores_gemma":[0.9996876,0.000063704436,0.000058916303,0.000109563465,0.0000354267,0.000044761673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010511026,0.00008200823,0.00018855385,0.001395575,0.000040157734,0.000032530777,0.00019302842,0.000032972137,0.000046341258],"category_scores_gemma":[0.000017376324,0.00007111157,0.000040086314,0.0039778347,0.0003315941,0.00039128447,0.000004541215,0.000103877515,0.0000010133679],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027222437,0.00005095988,0.7687424,0.0001166896,0.000035621768,0.000004710819,0.00094346737,0.003822119,0.06257085,0.0031095606,0.000022586508,0.16055381],"study_design_scores_gemma":[0.00008060078,0.00008253638,0.25068402,0.000033959423,0.000027261158,0.0000017836721,0.000106135514,0.73436934,0.012692264,0.0018123783,0.00003749758,0.000072213916],"about_ca_topic_score_codex":0.030989705,"about_ca_topic_score_gemma":0.0034441368,"teacher_disagreement_score":0.73054725,"about_ca_system_score_codex":0.000017329112,"about_ca_system_score_gemma":0.00011354547,"threshold_uncertainty_score":0.97546303},"labels":[],"label_agreement":null},{"id":"W4400377737","doi":"10.48550/arxiv.2407.01855","title":"What is the spectral density of the reservoir for a lossy quantized cavity?","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; CMC Microsystems; National Science Foundation","keywords":"Lossy compression; Geology; Petroleum engineering; Computer science; Artificial intelligence","score_opus":0.06544579152148575,"score_gpt":0.20060849779646953,"score_spread":0.13516270627498378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400377737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99071115,0.00056692446,0.0007206628,0.0040049236,0.001786804,0.00058518426,0.00019977342,0.00011212135,0.001312481],"genre_scores_gemma":[0.99385035,0.000643935,0.0001193045,0.0009492839,0.000084249084,2.549779e-7,0.000024046712,0.000006578136,0.004322025],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987641,0.00014525818,0.00016875612,0.0005414782,0.00011735704,0.00026304394],"domain_scores_gemma":[0.9986074,0.00023973067,0.00017377664,0.0008137462,0.00010475077,0.000060578284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048332955,0.00020838552,0.00025879586,0.00009894617,0.0002458973,0.00013349282,0.0010906105,0.00017908524,0.0001932509],"category_scores_gemma":[0.000041546522,0.00013307905,0.0004318218,0.00034260753,0.00037243657,0.0001639591,0.00036523116,0.0006011988,0.000053494958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022889175,0.00027617443,0.3764937,0.003415719,0.0018325929,0.0003756495,0.009262861,0.074366316,0.00030685222,0.056134705,0.45985115,0.015395376],"study_design_scores_gemma":[0.00047677607,0.00011590443,0.012672608,0.0007240763,0.0004713678,0.000012914621,0.0019782379,0.5383097,0.007863726,0.42039132,0.01642308,0.00056032627],"about_ca_topic_score_codex":0.007672413,"about_ca_topic_score_gemma":0.00056595076,"teacher_disagreement_score":0.46394336,"about_ca_system_score_codex":0.000022549388,"about_ca_system_score_gemma":0.0001755177,"threshold_uncertainty_score":0.9989356},"labels":[],"label_agreement":null},{"id":"W4400411299","doi":"10.1109/tgrs.2024.3424659","title":"A Test-Time Learning Approach to Reparameterize the Geophysical Inverse Problem With a Convolutional Neural Network","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); University of British Columbia","funders":"","keywords":"Convolutional neural network; Inverse problem; Computer science; Artificial neural network; Geophysics; Test (biology); Artificial intelligence; Geology; Mathematics","score_opus":0.011017248220995906,"score_gpt":0.20203422640362723,"score_spread":0.19101697818263133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400411299","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23947635,0.00005528278,0.75378656,0.0027163047,0.00037386335,0.00039348647,0.000015282192,0.00048371401,0.0026991477],"genre_scores_gemma":[0.89119196,0.000021519425,0.104769014,0.002107923,0.00008912658,1.9865355e-7,0.0000033385757,0.0000065190857,0.0018103926],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881727,0.00007449856,0.00012280697,0.00040032016,0.00026769162,0.00031741225],"domain_scores_gemma":[0.99944717,0.00026336027,0.000024049858,0.00012641464,0.00002835156,0.000110679044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033350382,0.00013831559,0.000117291296,0.00009358657,0.0007335257,0.00022239312,0.00009942842,0.000040199415,0.000015129016],"category_scores_gemma":[0.00000841886,0.00008304984,0.000049279097,0.00062700413,0.00035281634,0.00020429166,0.0000014826221,0.00036820502,0.000057368507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006470304,0.000013041873,0.000015585836,0.000020064645,0.000014712479,0.00001984602,0.0007427686,0.0719093,0.0005943455,0.000005534772,0.0009058195,0.9256943],"study_design_scores_gemma":[0.000055235952,0.00025826218,0.00028838683,0.0001011629,0.000020452488,0.0002831623,0.000120031276,0.9952003,0.00029691248,0.00014017362,0.0030957637,0.00014019925],"about_ca_topic_score_codex":0.0021275831,"about_ca_topic_score_gemma":0.000025697003,"teacher_disagreement_score":0.9255541,"about_ca_system_score_codex":0.000008495394,"about_ca_system_score_gemma":0.00006125058,"threshold_uncertainty_score":0.5641761},"labels":[],"label_agreement":null},{"id":"W4400421335","doi":"10.22541/essoar.172043845.58356720/v1","title":"Seismic Azimuthal Anisotropy Beneath the Alaska Subduction Zone","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Colorado Boulder; National Science Foundation","keywords":"Subduction; Geology; Seismology; Azimuth; Anisotropy; Seismic anisotropy; Episodic tremor and slip; Geophysics; Tectonics; Geometry; Physics; Mantle (geology); Optics","score_opus":0.015835049065505175,"score_gpt":0.2263970117678933,"score_spread":0.21056196270238814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400421335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85785884,0.00473654,0.01231285,0.025668051,0.009809767,0.0008251841,0.00041468767,0.0023605677,0.08601354],"genre_scores_gemma":[0.97612363,0.00050817744,0.0021846187,0.0025445465,0.00064822583,0.00000412776,0.0003127535,0.000011322335,0.017662607],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984464,0.00009120735,0.00025438936,0.0005511447,0.00034673064,0.00031010408],"domain_scores_gemma":[0.9991956,0.00006503945,0.000084927095,0.00052619784,0.000045854045,0.00008238292],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039879302,0.00028290573,0.00022130304,0.00014202911,0.0002000442,0.0002867706,0.0005156529,0.00022088409,0.0039059261],"category_scores_gemma":[0.000013470439,0.00017126117,0.00018377688,0.00016328432,0.00015647685,0.00007473696,0.00019178787,0.0009810124,0.0017413998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004105182,0.000025975649,0.011926613,0.000248993,0.00013535479,0.000037999427,0.000804405,0.010125788,0.00003075572,0.00060426653,0.76719797,0.20882083],"study_design_scores_gemma":[0.00014243645,0.00014057742,0.005656018,0.00018714737,0.00015077833,0.00014234752,0.0008007167,0.58907455,0.0055526723,0.074191146,0.32321623,0.00074537966],"about_ca_topic_score_codex":0.016310865,"about_ca_topic_score_gemma":0.000100017525,"teacher_disagreement_score":0.57894874,"about_ca_system_score_codex":0.000015308839,"about_ca_system_score_gemma":0.00013289868,"threshold_uncertainty_score":0.99903584},"labels":[],"label_agreement":null},{"id":"W4400441959","doi":"10.1139/cgj-2024-0004","title":"Kinematic response of floating single piles in saturated and nearly-saturated soil to P-waves","year":2024,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Geotechnical engineering; Geology; Kinematics; Kinematic wave; Soil liquefaction; Soil water; Liquefaction; Soil science; Physics; Classical mechanics","score_opus":0.014813727444147908,"score_gpt":0.2167503711592682,"score_spread":0.2019366437151203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400441959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928523,0.001141969,0.00029011565,0.0049856286,0.00020341859,0.00011030379,0.000036720237,0.00007124047,0.00030834],"genre_scores_gemma":[0.9970639,0.00003814617,0.0016542485,0.0010951638,0.000047916725,2.7600598e-7,0.0000070671517,0.000005539099,0.0000877627],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988358,0.00015279668,0.0003415081,0.0001770847,0.0001622111,0.00033060735],"domain_scores_gemma":[0.99910074,0.0002583738,0.000045892222,0.00010520137,0.000050368657,0.0004394295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009293452,0.00011384813,0.00018300719,0.0006331649,0.00010473814,0.00019704194,0.00015726022,0.000106971354,0.00030269084],"category_scores_gemma":[0.00055049115,0.00009386183,0.00004062635,0.0006174623,0.00009863541,0.0001822806,0.000009773544,0.0004683598,0.000024602781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010777732,0.00006260555,0.01830134,0.0004026831,0.00012576736,0.004873035,0.0043375622,0.03463594,0.07793895,0.00018951595,0.10875534,0.74929947],"study_design_scores_gemma":[0.00072397257,0.0015217193,0.17477643,0.003877984,0.000057859073,0.0032752685,0.0018187746,0.72371644,0.014997204,0.0037565825,0.0704229,0.0010548463],"about_ca_topic_score_codex":0.06775237,"about_ca_topic_score_gemma":0.008744134,"teacher_disagreement_score":0.74824464,"about_ca_system_score_codex":0.00004380068,"about_ca_system_score_gemma":0.0003871541,"threshold_uncertainty_score":0.9384556},"labels":[],"label_agreement":null},{"id":"W4400621065","doi":"10.1190/geo2024-0098.1","title":"Robust unsupervised 5D seismic data reconstruction on regular and irregular grids","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Alberta Energy","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grid; Computer science; Geology; Seismology; Regular grid; Data mining; Pattern recognition (psychology); Artificial intelligence; Geodesy","score_opus":0.04419350857766382,"score_gpt":0.2136135389100923,"score_spread":0.16942003033242847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400621065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98109645,0.0022026682,0.0031879798,0.0029862043,0.0020490075,0.00023894674,0.000430879,0.00080283184,0.007005009],"genre_scores_gemma":[0.99279624,0.00046278446,0.0029770164,0.0016062954,0.00047105743,8.6444305e-7,0.0007267493,0.000010391153,0.00094858],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990677,0.000040481398,0.000119099146,0.0004172874,0.00016930151,0.00018612263],"domain_scores_gemma":[0.99937457,0.00005769538,0.000021269096,0.00046362387,0.000017014672,0.000065849614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020115671,0.0001274986,0.000116520205,0.000079242884,0.0001290418,0.00014092853,0.0002338449,0.000056676698,0.00019280035],"category_scores_gemma":[0.000011406508,0.00010862961,0.000029474622,0.00020396526,0.0001139135,0.00046010903,0.000031511383,0.00017521904,0.00026594964],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001123601,0.0000060045845,0.001167288,0.000049292237,0.000020073538,0.00001606084,0.000073091775,0.0003237484,0.00006530962,0.00024535664,0.032667074,0.96535546],"study_design_scores_gemma":[0.0001287003,0.00010946413,0.004606167,0.00016363837,0.0000363442,0.00007351864,0.00014595898,0.87375546,0.0008222083,0.013294307,0.106611356,0.00025289695],"about_ca_topic_score_codex":0.0010940386,"about_ca_topic_score_gemma":0.000005291254,"teacher_disagreement_score":0.96510255,"about_ca_system_score_codex":0.0000046584814,"about_ca_system_score_gemma":0.00003937018,"threshold_uncertainty_score":0.44297868},"labels":[],"label_agreement":null},{"id":"W4400765587","doi":"10.32388/iju8uc","title":"Review of: \"Seismic intensity measure selection considering Record-to-Record and Angle-to-Angle uncertainties.\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Measure (data warehouse); Intensity (physics); Selection (genetic algorithm); Geodesy; Geology; Computer science; Data mining; Physics; Optics; Artificial intelligence","score_opus":0.038971063965796957,"score_gpt":0.2685420531574686,"score_spread":0.22957098919167163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400765587","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005224432,0.7594066,0.0025610295,0.18556345,0.009727915,0.0030462116,0.00078585447,0.0010794098,0.037307065],"genre_scores_gemma":[0.0015554255,0.42919198,0.017250367,0.38684195,0.0007254685,0.00003455009,0.0012026465,0.00006535093,0.16313228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974695,0.00014688293,0.00072779175,0.00079616765,0.0004572735,0.00040238624],"domain_scores_gemma":[0.9983993,0.0001438095,0.00022272064,0.00040085937,0.00055714394,0.00027616712],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012904117,0.00045520818,0.0011948982,0.00040494167,0.00011531833,0.00007026627,0.0003175427,0.00016785777,0.0038509758],"category_scores_gemma":[0.0005970006,0.00036667899,0.00023420934,0.00086818606,0.000089719,0.0001248508,0.00009085292,0.00063230237,0.00054767734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008882692,0.00000345525,0.00043033005,0.014097051,0.00003803405,0.0000047387593,0.000017341381,0.000002547553,0.0000021034377,0.0000010713331,0.74340177,0.24199267],"study_design_scores_gemma":[0.000038271144,0.00017832886,0.000056930596,0.07271007,0.00024073642,0.00008536758,0.000026514519,0.0014142663,0.000092480324,0.00020559102,0.9245311,0.00042031283],"about_ca_topic_score_codex":0.041780166,"about_ca_topic_score_gemma":0.001822276,"teacher_disagreement_score":0.33021468,"about_ca_system_score_codex":0.000037603713,"about_ca_system_score_gemma":0.00023988349,"threshold_uncertainty_score":0.9998785},"labels":[],"label_agreement":null},{"id":"W4400810209","doi":"10.1109/lgrs.2024.3431217","title":"3-D Full-Waveform Inversion of the “Snowflake” Baseline Dataset: Toward Monitoring of CO₂ Storage Through Inversion of Multioffset, Multiazimuth VSP Data at the Newell County Facility in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"IEEE Geoscience and Remote Sensing Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Korea Institute of Energy Technology Evaluation and Planning; Natural Sciences and Engineering Research Council of Canada","keywords":"Azimuth; Inversion (geology); Offset (computer science); Waveform; Baseline (sea); Computer science; Geology; Seismology; Telecommunications; Operating system","score_opus":0.02796011763093677,"score_gpt":0.23325272778225561,"score_spread":0.20529261015131883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400810209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899891,0.00021722779,0.0014496662,0.005259115,0.0012371467,0.00018052167,0.0016253866,0.0000123420405,0.0000295002],"genre_scores_gemma":[0.99671155,0.0001953644,0.0013025032,0.0014230495,0.000036228827,1.4473478e-8,0.00027799833,0.0000029359426,0.000050329007],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982784,0.0001421578,0.00035817947,0.0004201004,0.0005413779,0.00025980273],"domain_scores_gemma":[0.99875784,0.00035991287,0.00016734477,0.00062274415,0.000039765833,0.000052411942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008960622,0.00015557693,0.0002102671,0.00007425086,0.0002114502,0.00002557152,0.00049835636,0.000055261524,0.000012689419],"category_scores_gemma":[0.00011380108,0.00009237409,0.00004002579,0.00044358626,0.000643493,0.0003786833,0.00014085065,0.00023106813,0.0000023136072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045746006,0.000051496663,0.065276414,0.0014069896,0.00008312075,0.00012117601,0.009919317,0.009964682,0.11144097,0.0000018354934,0.19766594,0.6036106],"study_design_scores_gemma":[0.00020732831,0.00003494565,0.005110973,0.00044247886,0.000028243985,0.000021436814,0.000845834,0.9378068,0.03671298,0.000014640414,0.018606985,0.00016735746],"about_ca_topic_score_codex":0.9251924,"about_ca_topic_score_gemma":0.24483818,"teacher_disagreement_score":0.9278421,"about_ca_system_score_codex":0.000048406415,"about_ca_system_score_gemma":0.00021471358,"threshold_uncertainty_score":0.7689416},"labels":[],"label_agreement":null},{"id":"W4400810668","doi":"10.1109/tgrs.2024.3431439","title":"5-D Seismic Data Interpolation by Continuous Representation","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Interpolation (computer graphics); Computer science; Representation (politics); Geology; Nearest-neighbor interpolation; Multivariate interpolation; Bilinear interpolation; Remote sensing; Artificial intelligence; Computer vision","score_opus":0.0243971494365471,"score_gpt":0.2627799499593745,"score_spread":0.23838280052282737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400810668","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0465765,0.0002528072,0.9498437,0.0011863397,0.0009548011,0.00008740648,0.00007364047,0.00023053748,0.0007942552],"genre_scores_gemma":[0.98276925,0.0003148718,0.015102608,0.000730866,0.000035750458,1.2152514e-8,0.000041218595,0.0000037919956,0.0010016233],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904555,0.00004529656,0.0001393097,0.0004193288,0.00018105449,0.00016948127],"domain_scores_gemma":[0.99954784,0.00010269708,0.000025027186,0.00024324805,0.00001845065,0.000062757106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026823292,0.00009521753,0.00008596074,0.00015201568,0.00027586066,0.00021958578,0.00012635358,0.00004651439,0.000053789092],"category_scores_gemma":[0.0000072848648,0.00007920064,0.000024634192,0.00031288544,0.00015389409,0.0005861508,0.0000012617066,0.00017338479,0.00005120345],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060877414,0.0000022211495,0.0000069242446,0.000006810505,0.0000039589754,0.0000051026213,0.0001466817,0.000095820986,0.0006512855,3.1733637e-7,0.0028973855,0.9961774],"study_design_scores_gemma":[0.000045391862,0.000047388017,0.00007507342,0.00009906725,0.000014585078,0.00008707921,0.0002531846,0.98556143,0.004899754,0.00023666467,0.008576238,0.000104168466],"about_ca_topic_score_codex":0.008589619,"about_ca_topic_score_gemma":0.0000658377,"teacher_disagreement_score":0.99607325,"about_ca_system_score_codex":0.000005134056,"about_ca_system_score_gemma":0.000029352326,"threshold_uncertainty_score":0.99801224},"labels":[],"label_agreement":null},{"id":"W4400940037","doi":"10.1016/j.ijrmms.2024.105831","title":"Anisotropic behavior and mechanical characteristics of the Montney Formation","year":2024,"lang":"en","type":"article","venue":"International Journal of Rock Mechanics and Mining Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Anisotropy; Petrophysics; Brittleness; Stress path; Geotechnical engineering; Geology; Stiffness; Oil shale; Compressive strength; Ultimate tensile strength; Materials science; Composite material; Porosity; Physics; Plasticity","score_opus":0.01684141918543522,"score_gpt":0.25010146235417396,"score_spread":0.23326004316873875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400940037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906041,0.0006529352,0.0060825488,0.00112822,0.0013409999,0.00003436578,0.000018749353,0.0000084677595,0.00012962516],"genre_scores_gemma":[0.99791574,0.00041098974,0.001396559,0.00018366225,0.000060937877,1.4491368e-7,8.976789e-7,9.907088e-7,0.000030082832],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930817,0.00002157822,0.00021683672,0.00007242302,0.00031727192,0.00006373254],"domain_scores_gemma":[0.99964046,0.00006716588,0.00014448729,0.000028528359,0.0000876519,0.000031724492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038635166,0.000047913632,0.00007787758,0.00010605962,0.000082330414,0.00010766595,0.00022962329,0.000023944236,0.000034079105],"category_scores_gemma":[0.000059891336,0.00002864944,0.000034474186,0.000080724494,0.00002336792,0.00031416697,0.00002795247,0.00007657991,6.2698433e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058511403,0.00004758145,0.03427344,0.00007166215,0.00009004536,0.00006825976,0.0024781686,0.00052477926,0.0037624815,0.03563129,0.0019797427,0.921014],"study_design_scores_gemma":[0.00028120083,0.00069124275,0.017627422,0.00067457935,0.00008609615,0.0014579471,0.001792601,0.94422233,0.004934204,0.01848147,0.009567693,0.0001831951],"about_ca_topic_score_codex":0.00004830891,"about_ca_topic_score_gemma":0.0000038364915,"teacher_disagreement_score":0.9436976,"about_ca_system_score_codex":0.0000038533994,"about_ca_system_score_gemma":0.00004641326,"threshold_uncertainty_score":0.11682902},"labels":[],"label_agreement":null},{"id":"W4401206833","doi":"10.1093/gji/ggae246","title":"Full waveform inversion of ocean bottom seismometer data from the oceanic Pacific Plate of the Japan trench","year":2024,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd; Canadian Geological Foundation","keywords":"Geology; Seismology; Trench; Seismometer; Crust; Oceanic crust; Receiver function; Inversion (geology); Geodesy; Tomography; Seismic tomography; Waveform; Geophysics; Mantle (geology); Subduction; Tectonics; Lithosphere; Optics; Layer (electronics)","score_opus":0.022991626081479324,"score_gpt":0.2369958837588634,"score_spread":0.21400425767738407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401206833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866219,0.00020384452,0.00026672773,0.007691907,0.0020088207,0.000060658163,0.0006582889,0.000027208423,0.0024606453],"genre_scores_gemma":[0.99800557,0.00009786091,0.00022578164,0.0005658236,0.00043733302,5.5454066e-8,0.00018187947,0.0000034249726,0.0004822949],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987841,0.00006820823,0.00028935474,0.00017627203,0.00055020256,0.00013183072],"domain_scores_gemma":[0.99914986,0.00028295824,0.00014443851,0.00030410313,0.00006929691,0.000049343897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003153519,0.00009949594,0.00012321127,0.00006776141,0.000104269704,0.00009887517,0.0012346715,0.000040693543,0.0012325917],"category_scores_gemma":[0.00004862028,0.000049324062,0.0001429228,0.00018391067,0.00016911216,0.00040409298,0.00011704086,0.0004400002,0.00009122874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003174036,0.00015106666,0.09371246,0.000040499577,0.0007455674,0.000034015004,0.002330732,0.00013559191,0.002389014,0.00086552976,0.63113976,0.26813838],"study_design_scores_gemma":[0.00040218886,0.00025971854,0.14987345,0.000503536,0.00011814285,0.00013872155,0.0009942821,0.7074889,0.003416954,0.032308467,0.104245156,0.00025048954],"about_ca_topic_score_codex":0.001169551,"about_ca_topic_score_gemma":0.000006250116,"teacher_disagreement_score":0.7073533,"about_ca_system_score_codex":0.000010318037,"about_ca_system_score_gemma":0.00006947898,"threshold_uncertainty_score":0.9996804},"labels":[],"label_agreement":null},{"id":"W4401207386","doi":"10.1190/tle43080538.1","title":"Harnessing 3D seismic data for mapping natural CO2 distribution: Paving the way for future CCS/CCUS implementation in the Lower Talang Akar Formation, Jabung Block, South Sumatra Basin","year":2024,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Saturation (graph theory); Structural basin; Block (permutation group theory); Fault (geology); Seismic attribute; Petrology; Petroleum engineering; Seismology; Geochemistry; Geomorphology","score_opus":0.030098298250253463,"score_gpt":0.27825685694701224,"score_spread":0.2481585586967588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401207386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7169792,0.009492465,0.1762501,0.08006813,0.007599459,0.003954299,0.004320573,0.0007332444,0.0006025116],"genre_scores_gemma":[0.994055,0.0000324886,0.00054584874,0.0019527277,0.0007288591,0.00001775287,0.0025449211,0.000007825131,0.000114619615],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988564,0.00011821925,0.0002628872,0.0002440672,0.00018251875,0.00033588338],"domain_scores_gemma":[0.9989212,0.00056376035,0.00009086401,0.00036726668,0.000036733414,0.000020166313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019585965,0.00014500372,0.00012180053,0.000060157327,0.0008064488,0.0004790131,0.00065208686,0.000047735666,0.000025933014],"category_scores_gemma":[0.000059745427,0.00007444935,0.00006950901,0.0002914656,0.00007348177,0.0006465653,0.000035357334,0.00026925217,0.00002303804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062583444,0.000016956576,0.002967936,0.00034895993,0.000059045316,0.0000066066423,0.025232302,0.00041508093,0.00014629307,0.00058465864,0.51180744,0.45835215],"study_design_scores_gemma":[0.00023419654,0.000033556335,0.0022170884,0.00019683123,0.000051127463,0.000042493546,0.018034559,0.54519105,0.0003130217,0.00067069934,0.43283653,0.000178843],"about_ca_topic_score_codex":0.00034057093,"about_ca_topic_score_gemma":0.000109691784,"teacher_disagreement_score":0.54477596,"about_ca_system_score_codex":0.000026519187,"about_ca_system_score_gemma":0.000042946886,"threshold_uncertainty_score":0.6202634},"labels":[],"label_agreement":null},{"id":"W4401274005","doi":"10.1002/nsg.12316","title":"A fine‐tuning workflow for automatic first‐break picking with deep learning","year":2024,"lang":"en","type":"article","venue":"Near Surface Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Institut National de la Recherche Scientifique; Centre de Géomatique du Québec","funders":"Mitacs","keywords":"Overfitting; Computer science; Initialization; Artificial intelligence; Workflow; Artificial neural network; Set (abstract data type); Deep learning; Machine learning; Unavailability; Data mining; Pattern recognition (psychology); Database; Engineering","score_opus":0.009551043609012573,"score_gpt":0.2063269680376111,"score_spread":0.19677592442859854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401274005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96918315,0.0012126039,0.024307644,0.00073245075,0.0004236029,0.00030493317,0.000016290182,0.0012451862,0.0025741379],"genre_scores_gemma":[0.9539754,0.000020977777,0.04477027,0.00020700358,0.000104243445,0.0000024504316,0.00006596316,0.000016939246,0.00083679426],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989792,0.00003167344,0.0001374387,0.00029364135,0.0002110862,0.00034692444],"domain_scores_gemma":[0.99934363,0.00034684327,0.000045064317,0.00015524447,0.000039186652,0.00007004082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020965938,0.00016822542,0.00017137677,0.000029883711,0.00040484054,0.0003221933,0.0001537265,0.00005365989,0.00025363025],"category_scores_gemma":[0.000026712793,0.00013496989,0.000075004165,0.0003321236,0.00007745002,0.00029533624,0.000012764243,0.00025404172,0.00025433538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031137573,0.000017000835,0.050597128,0.00041923352,0.00008574249,0.000039817,0.0027490107,0.08003839,0.000051358835,0.00013656566,0.005022898,0.8608117],"study_design_scores_gemma":[0.00011971721,0.00016404627,0.002723368,0.00028240506,0.000029843965,0.000009384518,0.00014489304,0.9428385,0.00018308485,0.00073360675,0.052558232,0.00021291061],"about_ca_topic_score_codex":0.0011385676,"about_ca_topic_score_gemma":0.00009949555,"teacher_disagreement_score":0.8628001,"about_ca_system_score_codex":0.000009415395,"about_ca_system_score_gemma":0.000061987834,"threshold_uncertainty_score":0.55039126},"labels":[],"label_agreement":null},{"id":"W4401479141","doi":"10.56952/arma-2024-0783","title":"Dynamic Stress Wave Behaviors Across Single Fluid-Filled Rock Fractures","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stress (linguistics); Stress wave; Geology; Geotechnical engineering; Computer science; Materials science; Composite material","score_opus":0.012685181068794507,"score_gpt":0.25915757546147816,"score_spread":0.24647239439268365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401479141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655088,0.0022927218,0.0028721956,0.0010808763,0.001219573,0.00017901731,0.0002851977,0.0014018051,0.025159776],"genre_scores_gemma":[0.991576,0.000059289065,0.001069612,0.0011976319,0.000044223783,9.744781e-7,0.00018540774,0.000006509465,0.005860334],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989587,0.00002784092,0.00016391717,0.00030471984,0.0002184702,0.00032635636],"domain_scores_gemma":[0.99959415,0.00008258625,0.00002035084,0.00018556992,0.000022907205,0.000094463365],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013057134,0.00014870368,0.00012706293,0.00007980108,0.00015909476,0.00023568733,0.00016558488,0.000086893066,0.007199491],"category_scores_gemma":[0.000016127746,0.00010742708,0.00008470881,0.00017562669,0.000046713416,0.00026845912,0.000017917415,0.00017582312,0.00059844425],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003808802,0.00008173265,0.019305998,0.00010256349,0.000057312824,0.0003099379,0.0019553923,0.0011911066,0.0032512615,0.00004314374,0.15720484,0.81645864],"study_design_scores_gemma":[0.00023920643,0.00031870767,0.027595483,0.00018776265,0.000045778786,0.00010171199,0.0018989361,0.6946297,0.08627725,0.0009955205,0.18699497,0.00071493484],"about_ca_topic_score_codex":0.0045900694,"about_ca_topic_score_gemma":0.00037111266,"teacher_disagreement_score":0.8157437,"about_ca_system_score_codex":0.000009615035,"about_ca_system_score_gemma":0.000025300447,"threshold_uncertainty_score":0.9937081},"labels":[],"label_agreement":null},{"id":"W4401629653","doi":"10.1093/gji/ggae278","title":"Laboratory constraints on the anisotropic dynamic-to-static ratios for shale's elastic constants: an example from the Duvernay unconventional reservoir","year":2024,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Petrophysics; Anisotropy; Hydraulic fracturing; Oil shale; Geology; Context (archaeology); Tight gas; Mineralogy; Porosity; Geotechnical engineering; Physics; Optics","score_opus":0.02719391684383146,"score_gpt":0.2670272764294447,"score_spread":0.23983335958561322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401629653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9218337,0.0001365252,0.040246557,0.029468104,0.0037202614,0.0004347589,0.0023753818,0.00012838817,0.001656303],"genre_scores_gemma":[0.9908004,0.000019447254,0.0009658999,0.0069905072,0.0007225831,0.000006845286,0.00019879962,0.000006832691,0.00028871046],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863183,0.00014364005,0.00025730042,0.00025016913,0.0005116765,0.00020535271],"domain_scores_gemma":[0.9978507,0.0016254339,0.00007720201,0.00015038642,0.00017634826,0.0001198853],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040446717,0.00013540871,0.00011153942,0.00006488269,0.0003457152,0.0004960535,0.00055614975,0.000035094887,0.0039722766],"category_scores_gemma":[0.00015352797,0.00007625178,0.00010725032,0.00013413963,0.00022849915,0.0003170041,0.00001884527,0.00036364794,0.00033314948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001056479,0.00040577527,0.009171237,0.000038465492,0.0013187518,0.00031865187,0.0036354444,0.004900131,0.0028403115,0.11332122,0.6452636,0.21772993],"study_design_scores_gemma":[0.0010077188,0.00082720583,0.045202274,0.00052021607,0.0000889928,0.00010559319,0.002388431,0.6376266,0.0005297617,0.14859098,0.16262977,0.00048246104],"about_ca_topic_score_codex":0.0006871034,"about_ca_topic_score_gemma":0.000084340754,"teacher_disagreement_score":0.6327265,"about_ca_system_score_codex":0.000036871843,"about_ca_system_score_gemma":0.00018743124,"threshold_uncertainty_score":0.9969382},"labels":[],"label_agreement":null},{"id":"W4402115908","doi":"10.1093/jge/gxae090","title":"A novel explicit optimized scheme for numerical simulation of elastic-wavefield separation","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"China Postdoctoral Science Foundation","keywords":"Scheme (mathematics); Separation (statistics); Geology; Computer science; Applied mathematics; Algorithm; Mathematics; Mathematical analysis","score_opus":0.014932232378959725,"score_gpt":0.24196059991644542,"score_spread":0.2270283675374857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402115908","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14579985,0.00028626344,0.8535208,0.00008283444,0.0002068957,0.00003409437,0.000006556055,0.000014632715,0.000048086546],"genre_scores_gemma":[0.96284384,0.000027930635,0.03695373,0.000028100016,0.0001293156,1.9121016e-7,0.0000032951023,0.000002290545,0.0000113037495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966586,0.0000020099542,0.00015063537,0.000045424385,0.00007596319,0.000060097875],"domain_scores_gemma":[0.9997023,0.000156654,0.000045767698,0.000025373678,0.000041648607,0.000028290038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100787154,0.000046744302,0.0001032398,0.00006215738,0.000016199596,0.000026491809,0.000030081552,0.000022141938,0.000010659475],"category_scores_gemma":[0.00002658199,0.00003774094,0.00004996384,0.000069707625,0.000004585118,0.0001706216,0.0000023926923,0.0000681945,6.221098e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056525394,0.0000124019125,0.00014196425,0.00014600092,0.000049184222,0.000002040724,0.00021121347,0.95453936,0.01526388,0.00043227462,0.0003851521,0.028760012],"study_design_scores_gemma":[0.00012823276,0.000104686325,0.00038666665,0.00007515656,0.000014105355,0.000007814553,0.0000159939,0.99557644,0.0017906112,0.00021801659,0.0016391096,0.00004316417],"about_ca_topic_score_codex":0.000029656429,"about_ca_topic_score_gemma":5.1000963e-8,"teacher_disagreement_score":0.817044,"about_ca_system_score_codex":0.0000020072937,"about_ca_system_score_gemma":0.000013086737,"threshold_uncertainty_score":0.1539031},"labels":[],"label_agreement":null},{"id":"W4402244312","doi":"10.23977/jeeem.2024.070301","title":"Hierarchical Multi-granularity Joint Learning for Well-Overflow Detection","year":2024,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Granularity; Joint (building); Computer science; Artificial intelligence; Machine learning; Data mining; Engineering; Programming language","score_opus":0.0069464448146881914,"score_gpt":0.19870541224164687,"score_spread":0.19175896742695867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402244312","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03121029,0.006143147,0.96011424,0.0014948653,0.00031066293,0.0002272814,8.1733697e-7,0.00037479092,0.00012389717],"genre_scores_gemma":[0.97969913,0.0024548096,0.017489595,0.00012139278,0.000078342106,0.0000036516594,0.0000019881284,0.000007994839,0.00014307685],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991191,0.000021668777,0.0002524128,0.00017464801,0.00013011288,0.00030206627],"domain_scores_gemma":[0.999711,0.00008045635,0.00005136808,0.00006268425,0.000029842895,0.00006464955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046201568,0.00012275188,0.00019235944,0.00059642585,0.00008890106,0.00005375114,0.00011081842,0.000106708576,0.000012935467],"category_scores_gemma":[0.00008735969,0.00010179442,0.000099311896,0.00034152405,0.000031461957,0.00009818363,0.000011436716,0.0007533088,0.0000040523714],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009106375,0.000032847456,0.0001681013,0.0002969925,0.00022491471,0.000120538716,0.000022534836,0.0060933684,0.005269672,0.0024282369,0.0014612603,0.98379046],"study_design_scores_gemma":[0.000307762,0.00090443494,0.0005246587,0.00006030674,0.00006250603,0.00031916844,0.000007427238,0.88274944,0.012810609,0.0015763675,0.100543216,0.00013411605],"about_ca_topic_score_codex":0.000026708072,"about_ca_topic_score_gemma":0.0000013707976,"teacher_disagreement_score":0.98365635,"about_ca_system_score_codex":0.00002451721,"about_ca_system_score_gemma":0.000014006729,"threshold_uncertainty_score":0.4151056},"labels":[],"label_agreement":null},{"id":"W4402255100","doi":"10.2139/ssrn.4948104","title":"A High-Order, High-Efficiency Adaptive Time Filter Algorithm for Shale Reservoir Model Based on Coupled Fluid Flow with Porous Media Flow","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil shale; Shale gas; Petroleum engineering; Porous medium; Flow (mathematics); Porosity; Filter (signal processing); Computer science; Algorithm; Materials science; Geology; Mechanics; Geotechnical engineering; Physics","score_opus":0.010203564950172385,"score_gpt":0.2088116843015041,"score_spread":0.1986081193513317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402255100","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02055321,0.0037132744,0.96596366,0.0037189324,0.0013965545,0.0012377556,0.0021627909,0.000543229,0.00071058143],"genre_scores_gemma":[0.60168016,0.0023627942,0.3810983,0.0028394314,0.0020328783,0.00008108297,0.003254668,0.00017366592,0.0064770095],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99489784,0.00014604678,0.0005497752,0.0009414876,0.000966186,0.0024986514],"domain_scores_gemma":[0.99828786,0.00028915337,0.00029393873,0.00054153916,0.0003474454,0.00024004561],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021191945,0.0006535542,0.00067690125,0.0005244581,0.00040465518,0.00026342686,0.00095150026,0.00038090412,0.0004716862],"category_scores_gemma":[0.000077243334,0.00048306305,0.00027147564,0.00033291077,0.00015989039,0.0001575208,0.00009033934,0.0043092472,0.00017474974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007132504,0.00013177839,0.000016451135,0.00005962823,0.0003038554,0.0000649559,0.00022985245,0.7885539,0.000014920264,0.00035393273,0.0118138455,0.19774364],"study_design_scores_gemma":[0.00090770284,0.0015936178,0.0000086448845,0.00031180013,0.00015547172,0.00010751691,0.00011722421,0.8831612,0.00013315576,0.11274847,0.00019159475,0.0005636258],"about_ca_topic_score_codex":0.0023008771,"about_ca_topic_score_gemma":0.00048686963,"teacher_disagreement_score":0.58486533,"about_ca_system_score_codex":0.00034650727,"about_ca_system_score_gemma":0.006064087,"threshold_uncertainty_score":0.9997621},"labels":[],"label_agreement":null},{"id":"W4402329838","doi":"10.1029/2023jf007290","title":"Passive Seismology: Lightweight and Rapid Detection of Arctic Subsea and Sub‐Aquatic Permafrost","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"European Space Agency","keywords":"Permafrost; Subsea; Arctic; The arctic; Environmental science; Oceanography; Geology; Remote sensing","score_opus":0.022899593334655566,"score_gpt":0.276244194415628,"score_spread":0.2533446010809724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402329838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926486,0.004623389,0.0001765733,0.0020924006,0.00016687924,0.00009948263,0.000021693279,0.000016253172,0.00015474258],"genre_scores_gemma":[0.9972842,0.0020082379,0.00030628062,0.000080445614,0.000112684196,2.0313061e-7,0.0000034121615,0.0000048157845,0.00019975343],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982876,0.00035089563,0.00027815276,0.00018804458,0.00060158723,0.00029372936],"domain_scores_gemma":[0.9982376,0.0011540039,0.00008574802,0.00010481761,0.00021227734,0.00020551453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011724739,0.000106421714,0.00025540206,0.0002308855,0.0001349138,0.00010503349,0.00012560935,0.00006898001,0.000096809876],"category_scores_gemma":[0.00027796807,0.00007581798,0.00007302103,0.00039163002,0.0004690982,0.0003617405,0.000027362645,0.00069818966,0.00003675337],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077065965,0.00013534202,0.055353172,0.00084158627,0.00026527155,0.0005489921,0.0019263782,0.00006758278,0.10701463,0.00027658007,0.0039387695,0.82886106],"study_design_scores_gemma":[0.0008431737,0.0052374885,0.53071684,0.0009468004,0.000101825,0.0007140127,0.00081618637,0.13806255,0.2719102,0.01946474,0.03075942,0.00042677033],"about_ca_topic_score_codex":0.0015168318,"about_ca_topic_score_gemma":0.000025904897,"teacher_disagreement_score":0.8284343,"about_ca_system_score_codex":0.0000072466014,"about_ca_system_score_gemma":0.0001222386,"threshold_uncertainty_score":0.30917674},"labels":[],"label_agreement":null},{"id":"W4402509896","doi":"10.1109/tgrs.2024.3460184","title":"Multidimensional Petrophysical Seismic Inversion Based on Knowledge-Driven Semi-Supervised Deep Learning","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Petrophysics; Inversion (geology); Geology; Seismic inversion; Geophysics; Artificial intelligence; Computer science; Seismology","score_opus":0.011088979952972637,"score_gpt":0.2237744689949015,"score_spread":0.21268548904192885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402509896","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24078445,0.000108034495,0.75551945,0.00083161576,0.0010775065,0.000118659045,0.000008983531,0.00040227806,0.0011490039],"genre_scores_gemma":[0.9773903,0.00010140676,0.020676127,0.0011293445,0.00006419392,4.1859046e-8,0.00000800206,0.000008619087,0.0006219929],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853015,0.00012104539,0.00015957661,0.00053147785,0.00033068634,0.00032706576],"domain_scores_gemma":[0.9993155,0.0003057053,0.000025621384,0.00014985359,0.000041264266,0.00016207743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000215786,0.00020033428,0.00015739251,0.0003658071,0.0007468664,0.00011793339,0.000090850204,0.00009067924,0.000092096896],"category_scores_gemma":[0.000008586892,0.00016147751,0.0001067932,0.0005007325,0.00026594146,0.00023073729,0.0000014077292,0.00053241383,0.00025174004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003117069,0.00001599648,0.0000091159845,0.000023693085,0.0000051706284,0.000033695895,0.0002723811,0.045714457,0.0015812627,0.0000010018107,0.000121512465,0.9521905],"study_design_scores_gemma":[0.00016755484,0.00026091453,0.00015865982,0.00032688165,0.000020563173,0.000030875093,0.0001915924,0.9876374,0.00737012,0.00004417325,0.0035794843,0.00021180966],"about_ca_topic_score_codex":0.0012691013,"about_ca_topic_score_gemma":0.000025478195,"teacher_disagreement_score":0.95197874,"about_ca_system_score_codex":0.000024078741,"about_ca_system_score_gemma":0.00008007363,"threshold_uncertainty_score":0.6584861},"labels":[],"label_agreement":null},{"id":"W4402562568","doi":"10.1093/gji/ggae339","title":"Event locations: speeding up grid searches using quadratic interpolation","year":2024,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Grid; Interpolation (computer graphics); Quadratic equation; Function (biology); Event (particle physics); Algorithm; Multivariate interpolation; Quadratic function; Computer science; Mathematics; Mathematical optimization; Applied mathematics; Geometry; Physics; Artificial intelligence; Statistics","score_opus":0.04227582401311571,"score_gpt":0.3070413933799985,"score_spread":0.2647655693668828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402562568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76721716,0.0014123969,0.18562375,0.01379419,0.020436024,0.00021995722,0.00010196822,0.00040433332,0.010790216],"genre_scores_gemma":[0.9937419,0.00006809823,0.002920647,0.00045448894,0.002021978,3.786566e-7,0.000051347455,0.0000047679437,0.00073635],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893874,0.000051372605,0.0002443896,0.00016224415,0.00043166993,0.00017161139],"domain_scores_gemma":[0.9995448,0.00012890996,0.000058459875,0.000060551993,0.00011297963,0.00009430384],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032647324,0.000098127406,0.00008800907,0.00023082971,0.00015749973,0.00050502503,0.0002356114,0.000032726137,0.0018222821],"category_scores_gemma":[0.00006793984,0.00007942816,0.000111377594,0.00015625433,0.00005967723,0.0007943171,0.000018242634,0.00035227294,0.00040589386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108843524,0.00011001956,0.02018383,0.000080259175,0.00044540563,0.00019183656,0.0021811638,0.007033422,0.0052106283,0.0057651554,0.12436339,0.834326],"study_design_scores_gemma":[0.00007260106,0.000045593388,0.0043791146,0.00021010033,0.000015608373,0.00027692068,0.0002592576,0.95668167,0.00056700315,0.012910528,0.024467915,0.00011368989],"about_ca_topic_score_codex":0.00068214216,"about_ca_topic_score_gemma":0.0000054251955,"teacher_disagreement_score":0.94964826,"about_ca_system_score_codex":0.000040503463,"about_ca_system_score_gemma":0.00009495279,"threshold_uncertainty_score":0.9990902},"labels":[],"label_agreement":null},{"id":"W4402564385","doi":"10.26443/seismica.v2i4.1311","title":"Relative Moment Tensor Inversion for Microseismicity: Application to Clustered Earthquakes in the Cascadia Forearc","year":2024,"lang":"en","type":"article","venue":"Seismica","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Forearc; Geology; Seismology; Moment tensor; Inversion (geology); Subduction; Tectonics; Oceanography","score_opus":0.014619093522359525,"score_gpt":0.2478068106884622,"score_spread":0.23318771716610268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402564385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6880019,0.0016107559,0.17687975,0.11560394,0.0008436586,0.0049263383,0.00062651717,0.00067433226,0.010832842],"genre_scores_gemma":[0.9805616,0.000038175935,0.0029295357,0.015276985,0.00009677832,0.000036248188,0.00016027225,0.0000076549195,0.0008927153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998874,0.000064311,0.00020746485,0.0003609692,0.00019169596,0.00030153687],"domain_scores_gemma":[0.9993861,0.00024941177,0.000031677006,0.00022838356,0.00003240151,0.00007206664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053811923,0.00013989731,0.00013413522,0.00021732989,0.00015195913,0.00011325622,0.00027960425,0.00007546395,0.000055284017],"category_scores_gemma":[0.000027819005,0.00009596322,0.00008199346,0.00040248156,0.00006219781,0.00021302223,0.000015959844,0.0001836073,0.000327271],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018832792,0.00004580934,0.0063384296,0.00013871021,0.000040822524,0.000020520654,0.008947068,0.0017034165,0.00077002984,0.0015066206,0.38524598,0.59505427],"study_design_scores_gemma":[0.0001551997,0.0001487205,0.00352399,0.000061989944,0.000013990554,0.000011281748,0.00062468165,0.2944173,0.0012563703,0.005088203,0.6945491,0.00014918754],"about_ca_topic_score_codex":0.004418472,"about_ca_topic_score_gemma":0.000107477514,"teacher_disagreement_score":0.5949051,"about_ca_system_score_codex":0.000023467928,"about_ca_system_score_gemma":0.000043260396,"threshold_uncertainty_score":0.6679438},"labels":[],"label_agreement":null},{"id":"W4402684536","doi":"10.1029/2024jf007799","title":"Characterizing Seismic Activity From a Rock Cliff With Unsupervised Learning","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Center for Northern Studies; Université du Québec à Rimouski; Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Ministère des Transports","keywords":"Cliff; Geology; Seismology; Artificial intelligence; Computer science; Paleontology","score_opus":0.0364108099944385,"score_gpt":0.2937886270486372,"score_spread":0.25737781705419865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402684536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943677,0.0006255095,0.0013173755,0.0022419314,0.00018497917,0.00009556556,0.000021660218,0.00008083941,0.0010644405],"genre_scores_gemma":[0.99723303,0.0002786609,0.0009567092,0.00017691254,0.00037473964,2.2868464e-7,0.000009987757,0.000010732003,0.00095897255],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997292,0.0005061028,0.00024055113,0.00027734472,0.0011837223,0.0005002682],"domain_scores_gemma":[0.99806553,0.001149364,0.00008863896,0.00016005244,0.0002528988,0.00028351208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012849792,0.00015669459,0.00030633304,0.0001916464,0.00024581686,0.00035674745,0.00032399985,0.0000705098,0.00066334434],"category_scores_gemma":[0.00016287155,0.00010646309,0.00013282464,0.00061276817,0.0001186244,0.0008252239,0.000032242726,0.0018917609,0.0005309479],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025627506,0.00027667682,0.08303928,0.00025900392,0.00049735437,0.0020002117,0.0029467156,0.013622035,0.10223753,0.00003387526,0.011141808,0.78138274],"study_design_scores_gemma":[0.00052927504,0.0021538285,0.1572256,0.0008788655,0.000035700232,0.000081403945,0.00057718536,0.6883593,0.029845063,0.0007959993,0.1191691,0.00034867733],"about_ca_topic_score_codex":0.0057677682,"about_ca_topic_score_gemma":0.000020363976,"teacher_disagreement_score":0.7810341,"about_ca_system_score_codex":0.000014909294,"about_ca_system_score_gemma":0.00030885226,"threshold_uncertainty_score":0.87191784},"labels":[],"label_agreement":null},{"id":"W4402701159","doi":"10.1016/j.gete.2024.100600","title":"Shear-induced fluid localization, episodic fluid release and porosity wave in deformable low-permeability rock salt","year":2024,"lang":"en","type":"article","venue":"Geomechanics for Energy and the Environment","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Nuclear Security Administration; Nuclear Waste Management Organization; Sandia National Laboratories; U.S. Department of Energy","keywords":"Porosity; Geotechnical engineering; Permeability (electromagnetism); Shear (geology); Salt water; Geology; Fluid dynamics; Materials science; Porous medium; Composite material; Mechanics; Chemistry","score_opus":0.0073899363170547945,"score_gpt":0.1750845879704127,"score_spread":0.16769465165335792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402701159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7569082,0.006458994,0.2329267,0.0020868254,0.00048187748,0.00057752646,0.00007907725,0.00016033894,0.00032048035],"genre_scores_gemma":[0.99621934,0.0022949209,0.00015645173,0.0009984069,0.000028657041,0.000011712417,0.00007389086,0.000005883259,0.00021072337],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904317,0.000067019944,0.00020219565,0.0003112747,0.00013650213,0.00023984068],"domain_scores_gemma":[0.9995929,0.00010698238,0.0000282791,0.00018542256,0.000005660161,0.00008076468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000628561,0.0001365452,0.0001547815,0.00006170263,0.00022851667,0.0000532027,0.00008107124,0.000079544334,0.00014383398],"category_scores_gemma":[0.000020569607,0.000094487455,0.000045441288,0.00008151703,0.00005572481,0.00015103741,0.00003708609,0.000087410066,0.000008487797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014701445,0.00029690465,0.006540286,0.00089327985,0.00020284187,0.00006411273,0.0026879485,0.09964565,0.0026952415,0.08584722,0.006208842,0.7934475],"study_design_scores_gemma":[0.00045844488,0.00010655911,0.0003767099,0.000035996018,0.000017566832,0.0000144072865,0.00006461786,0.93153214,0.0059783715,0.042125415,0.019144405,0.00014535272],"about_ca_topic_score_codex":0.0022124636,"about_ca_topic_score_gemma":0.000054579214,"teacher_disagreement_score":0.8318865,"about_ca_system_score_codex":0.000019891313,"about_ca_system_score_gemma":0.000018951094,"threshold_uncertainty_score":0.38530865},"labels":[],"label_agreement":null},{"id":"W4402790723","doi":"10.3390/rs16183425","title":"Seismic Imaging of the Arctic Subsea Permafrost Using a Least-Squares Reverse Time Migration Method","year":2024,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Korea Institute of Marine Science and Technology promotion; Korea Polar Research Institute","keywords":"Permafrost; Subsea; Geology; Arctic; Seismic migration; The arctic; Remote sensing; Seismology; Oceanography","score_opus":0.01552221071659671,"score_gpt":0.248849017647948,"score_spread":0.2333268069313513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402790723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8563872,0.0021133213,0.1320226,0.005340585,0.0013170158,0.00031670879,0.00007756727,0.00039074014,0.0020342297],"genre_scores_gemma":[0.9553681,0.000026132337,0.043076973,0.00093869306,0.00010650318,1.7575366e-9,0.000024582541,0.000009388213,0.00044964402],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988914,0.00020630717,0.000208025,0.00024352294,0.00023690032,0.00021383101],"domain_scores_gemma":[0.9994665,0.00013344572,0.000073315445,0.00022526235,0.00005884626,0.000042646814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004905927,0.00012754323,0.0001456319,0.00013571042,0.00017865769,0.00009562249,0.000111232475,0.000040329138,0.00010488949],"category_scores_gemma":[0.00007491782,0.00009319296,0.00012231209,0.00036727623,0.000099379766,0.00022419318,0.000018109073,0.00019613787,0.00005649272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026503762,0.0000047674175,0.005412991,0.00025928824,0.00004217895,0.00005137203,0.0019429964,0.011651909,0.056495897,0.000007010212,0.006331633,0.9177734],"study_design_scores_gemma":[0.00004179835,0.000007973737,0.0007317171,0.00050256524,0.000044601875,0.00026661824,0.00021886172,0.9808318,0.011101313,0.00065005623,0.005487164,0.00011550399],"about_ca_topic_score_codex":0.016295744,"about_ca_topic_score_gemma":0.00004005923,"teacher_disagreement_score":0.9691799,"about_ca_system_score_codex":0.000022522137,"about_ca_system_score_gemma":0.00008317665,"threshold_uncertainty_score":0.9902548},"labels":[],"label_agreement":null},{"id":"W4402855522","doi":"10.48550/arxiv.2407.13997","title":"Space-time waveform relaxation multigrid for Navier-Stokes","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Multigrid method; Waveform; Relaxation (psychology); Space (punctuation); Physics; Mechanics; Computer science; Mathematical analysis; Mathematics; Medicine; Internal medicine; Partial differential equation; Quantum mechanics","score_opus":0.043471615492220506,"score_gpt":0.17949726142682948,"score_spread":0.13602564593460897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402855522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9135008,0.0012232206,0.020724738,0.0017529003,0.0037247045,0.0017620765,0.0013868625,0.0019718604,0.053952843],"genre_scores_gemma":[0.9807509,0.0003044498,0.0015857727,0.00027888472,0.00019437268,6.400846e-7,0.000596504,0.0000138070345,0.016274665],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985971,0.00005143957,0.00018112674,0.0007502766,0.00008840516,0.00033169574],"domain_scores_gemma":[0.99904525,0.0001290905,0.00017062071,0.00042415006,0.00009640109,0.00013448457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003127515,0.000285671,0.00027889202,0.00029036743,0.00018684185,0.000096576376,0.0004556931,0.00030002248,0.00060303527],"category_scores_gemma":[0.00004851579,0.0002793031,0.0002697421,0.0002589385,0.00012547866,0.0001803944,0.00015043149,0.0005305086,0.0010924819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010334572,0.0002222842,0.03525322,0.0030527185,0.0010025805,0.0007378331,0.0023795166,0.2787698,0.00032977702,0.020710662,0.4822162,0.17429195],"study_design_scores_gemma":[0.0002419295,0.00009038112,0.00071471685,0.00021599604,0.00014681718,0.0000052193113,0.00014106152,0.8981395,0.00071833265,0.05681652,0.04232137,0.00044815903],"about_ca_topic_score_codex":0.0028590672,"about_ca_topic_score_gemma":0.00005925211,"teacher_disagreement_score":0.6193697,"about_ca_system_score_codex":0.000051785315,"about_ca_system_score_gemma":0.00013020956,"threshold_uncertainty_score":0.9999659},"labels":[],"label_agreement":null},{"id":"W4402960300","doi":"10.1038/s41598-024-72278-2","title":"Qualitative and quantitative reservoir characterization using seismic inversion based on particle swarm optimization and genetic algorithm: a comparative case study","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University Grants Commission; Prince Sattam bin Abdulaziz University","keywords":"Particle swarm optimization; Reservoir modeling; Algorithm; Computer science; Genetic algorithm; Inversion (geology); Metaheuristic; Data mining; Mathematical optimization; Geology; Machine learning; Seismology; Mathematics; Geotechnical engineering","score_opus":0.07712712955245302,"score_gpt":0.3400611388533462,"score_spread":0.26293400930089317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402960300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411861,0.00014992859,0.05716838,0.00013280162,0.000784096,0.0004263335,0.000018601202,0.00010356046,0.000030222205],"genre_scores_gemma":[0.9850958,0.000005929645,0.0145796845,0.000113969356,0.000015462285,0.000003071944,0.000091627895,0.000004865479,0.00008957506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982431,0.0003289698,0.00029652962,0.0006392987,0.0003163464,0.00017577142],"domain_scores_gemma":[0.9993037,0.0001648786,0.000119663506,0.00020439447,0.000102070764,0.000105274834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045517,0.00013964646,0.00015685131,0.00024366102,0.0006971908,0.00041320475,0.000040132367,0.000035837358,0.000054679913],"category_scores_gemma":[0.0000426058,0.00011736685,0.00002312175,0.00054663175,0.00026635124,0.0004582914,0.00002354479,0.00010173034,0.0000054241063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015820394,0.00043635242,0.0455354,0.0002679102,0.00013890975,0.020090496,0.32862607,0.54778576,0.003631602,0.000016712673,0.0024296944,0.05088288],"study_design_scores_gemma":[0.00011115868,0.00027405357,0.0005458173,0.00007691371,0.00002926289,0.0005192187,0.019578246,0.9766596,0.0016313827,0.00020000649,0.00023009411,0.00014422204],"about_ca_topic_score_codex":0.0021187658,"about_ca_topic_score_gemma":0.000028875858,"teacher_disagreement_score":0.42887387,"about_ca_system_score_codex":0.000015414289,"about_ca_system_score_gemma":0.00007965676,"threshold_uncertainty_score":0.53622985},"labels":[],"label_agreement":null},{"id":"W4403062945","doi":"10.1007/978-3-031-72089-5_9","title":"Conditional 4D Motion Diffusion Models with Masked Observations to Forecast Deformations","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Notre-Dame; Polytechnique Montréal","funders":"","keywords":"Computer science; Diffusion; Motion (physics); Artificial intelligence; Algorithm; Statistical physics; Physics","score_opus":0.02719407386791293,"score_gpt":0.2113814964541705,"score_spread":0.1841874225862576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403062945","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010395722,0.000074796306,0.988984,0.0019798994,0.00046711485,0.0003160148,0.00014064342,0.00016946961,0.0068285177],"genre_scores_gemma":[0.7273978,0.00002242967,0.264258,0.0060750404,0.00029041347,0.00000609776,0.00065787055,0.0000163503,0.0012759768],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983144,0.000009189398,0.00025200515,0.00054327236,0.0005918074,0.0002893235],"domain_scores_gemma":[0.9992358,0.00011887411,0.00008109489,0.00029453155,0.0001431192,0.00012655466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025013968,0.00024700206,0.00019142283,0.0006510154,0.0003594359,0.00031984167,0.00046218187,0.00012278072,0.00020017532],"category_scores_gemma":[0.000014159605,0.00018621735,0.000053517433,0.0004149507,0.0003625206,0.00058658945,0.000070015834,0.0003707497,0.000108306085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011368756,0.0000093682565,0.0004713519,0.000035981484,0.000008222777,0.000017447084,0.0006023893,0.72280616,0.000010014947,0.012686122,0.0004249167,0.26291668],"study_design_scores_gemma":[0.00005435934,0.00009053035,0.0004325536,0.00022055737,0.0000078243165,0.00003400073,7.9909285e-7,0.73019457,0.00007891697,0.2668369,0.0018440958,0.00020484228],"about_ca_topic_score_codex":0.00037350904,"about_ca_topic_score_gemma":0.000297302,"teacher_disagreement_score":0.72635823,"about_ca_system_score_codex":0.000053013435,"about_ca_system_score_gemma":0.00019479472,"threshold_uncertainty_score":0.75937235},"labels":[],"label_agreement":null},{"id":"W4403186394","doi":"10.1190/geo2023-0767.1","title":"NeRSI: Neural implicit representations for 5D seismic data interpolation","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Interpolation (computer graphics); Computer science; Geology; Seismology; Artificial intelligence","score_opus":0.0464404221477165,"score_gpt":0.29112107075707233,"score_spread":0.24468064860935584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403186394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5552342,0.0021080205,0.38222453,0.019490391,0.006957045,0.0015476897,0.0052052145,0.0026635916,0.024569297],"genre_scores_gemma":[0.992855,0.000018436036,0.0024925976,0.0013714422,0.00031228559,0.0000019409351,0.0021926602,0.0000048059856,0.000750796],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936664,0.000016078551,0.00010776577,0.00026687127,0.00009145825,0.00015121032],"domain_scores_gemma":[0.99945414,0.00012966116,0.00002303123,0.00033467903,0.000022226657,0.000036273083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010364661,0.00007374646,0.0000690227,0.000053913885,0.000107292144,0.00012440205,0.0002643605,0.00002582162,0.000109440276],"category_scores_gemma":[0.000019600358,0.000065004504,0.0000429818,0.00016358323,0.000033971806,0.00054090656,0.000028008146,0.00008553353,0.000168385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015760786,0.000008288453,0.0031359056,0.000052913238,0.000028666766,0.0000040268606,0.00033710612,0.00061949535,0.00025970297,0.0007490179,0.35059878,0.6441903],"study_design_scores_gemma":[0.000044145134,0.000031893003,0.0022563867,0.000014204943,0.000018654511,0.000004687253,0.00011584167,0.92003447,0.00011797265,0.009801057,0.06748054,0.000080150254],"about_ca_topic_score_codex":0.0027960076,"about_ca_topic_score_gemma":0.00001566104,"teacher_disagreement_score":0.919415,"about_ca_system_score_codex":0.0000027647777,"about_ca_system_score_gemma":0.000030218805,"threshold_uncertainty_score":0.42267457},"labels":[],"label_agreement":null},{"id":"W4403352447","doi":"10.1029/2023jb028370","title":"Passive Source Reverse Time Migration Based on the Spectral Element Method","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Texas at Dallas; University of Toronto; Natural Sciences and Engineering Research Council of Canada; Discovery Eye Foundation; National Science Foundation","keywords":"Seismic migration; Element (criminal law); Computer science; Geology; Seismology; Political science","score_opus":0.030012271823634175,"score_gpt":0.32899675009025225,"score_spread":0.29898447826661806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403352447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68081135,0.0006363792,0.0442709,0.24661653,0.0014452408,0.0012116651,0.00012047328,0.0002854427,0.024601994],"genre_scores_gemma":[0.9885734,0.00008054742,0.0036710976,0.0022059258,0.0009510076,0.000001245291,0.000010794882,0.000008026439,0.004497963],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973873,0.00064192706,0.00024805227,0.00016856715,0.0011925271,0.00036163902],"domain_scores_gemma":[0.99793583,0.0014645177,0.000071805094,0.00017393722,0.00019282571,0.00016110452],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002489625,0.0001049344,0.00017458673,0.00024741385,0.00021134301,0.0002205019,0.00030187305,0.000040328858,0.0020394959],"category_scores_gemma":[0.00037213505,0.00005804582,0.00018606742,0.00045062375,0.00013376019,0.0002037327,0.000013815888,0.0009344068,0.0009607939],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038005848,0.00013462003,0.00039596797,0.000047542504,0.00010092074,0.00027005514,0.0006204967,0.004621984,0.0029470657,0.0005942179,0.64975864,0.34012845],"study_design_scores_gemma":[0.00012151764,0.0011881979,0.0029003883,0.00017311717,0.0000134800075,0.00001735717,0.00015304211,0.8077191,0.012121319,0.0041652066,0.17133723,0.00009000655],"about_ca_topic_score_codex":0.000847803,"about_ca_topic_score_gemma":0.000009894047,"teacher_disagreement_score":0.8030971,"about_ca_system_score_codex":0.000016789265,"about_ca_system_score_gemma":0.0002394834,"threshold_uncertainty_score":0.9998171},"labels":[],"label_agreement":null},{"id":"W4403381111","doi":"10.3390/en17205084","title":"Unconventional Fracture Networks Simulation and Shale Gas Production Prediction by Integration of Petrophysics, Geomechanics and Fracture Characterization","year":2024,"lang":"en","type":"article","venue":"Energies","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Science Foundation of China University of Petroleum, Beijing; China University of Petroleum, Beijing","keywords":"Geomechanics; Petrophysics; Petroleum engineering; Shale gas; Fracture (geology); Oil shale; Geology; Reservoir modeling; Tight gas; Production (economics); Unconventional oil; Petrology; Geotechnical engineering; Hydraulic fracturing; Porosity; Economics","score_opus":0.006009356155596239,"score_gpt":0.1999074645578581,"score_spread":0.19389810840226185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403381111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7984932,0.0018432152,0.19731289,0.0012081008,0.0006688431,0.00013244127,0.000094863804,0.00019789989,0.00004855001],"genre_scores_gemma":[0.99685323,0.0006630125,0.00017556484,0.0002106051,0.00020666594,0.0000011962527,0.0017138347,0.0000039288598,0.0001719559],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994595,0.000028586075,0.00012898177,0.00018786981,0.00012322584,0.0000718434],"domain_scores_gemma":[0.9997798,0.000037274316,0.000058742156,0.000058248315,0.000043200755,0.000022710894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106762556,0.00008590497,0.000079255224,0.000075734846,0.0000809006,0.00006820755,0.000026676244,0.00007383223,0.0000832634],"category_scores_gemma":[0.000017573688,0.00007130184,0.000019141102,0.00011101493,0.000037861777,0.0005293006,0.000004887781,0.00011007404,0.0000012155583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057406447,0.000022031338,0.0071902606,0.00014141429,0.000040534007,0.0000012021573,0.0006927072,0.6414435,0.0106121665,0.00026943893,0.010613903,0.32891545],"study_design_scores_gemma":[0.000041984626,0.000065076776,0.009511079,0.00007840103,0.000016516206,0.0000037795098,0.0000818056,0.9701796,0.0058309785,0.0014969652,0.012621398,0.0000723949],"about_ca_topic_score_codex":0.0002567446,"about_ca_topic_score_gemma":0.00000387624,"teacher_disagreement_score":0.32884306,"about_ca_system_score_codex":0.0000050128456,"about_ca_system_score_gemma":0.0000104542305,"threshold_uncertainty_score":0.29076046},"labels":[],"label_agreement":null},{"id":"W4403450036","doi":"10.1130/abs/2024cd-399164","title":"EVIDENCE OF TECTONIC INVERSION IN THE SOUTHERN CANADIAN ROCKIES: CONTRACTIONAL DEFORMATION SUPERIMPOSED ON EXTENSIONAL FAULTS REVEALED THROUGH FINE-SCALE MAPPING","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Extensional definition; Tectonics; Inversion (geology); Seismology; Extensional tectonics; Scale (ratio); Geomorphology; Geodesy; Geophysics; Cartography; Geography","score_opus":0.033213725560465354,"score_gpt":0.24307329535834754,"score_spread":0.20985956979788217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403450036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99222106,0.00058650575,0.00018652587,0.005569767,0.00004878204,0.00035997268,0.000023106211,0.00006817806,0.000936129],"genre_scores_gemma":[0.99049515,0.00015447677,0.006565947,0.0026385,0.000025637704,0.0000056502818,0.000087124194,0.0000029037683,0.000024640845],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986404,0.00008100307,0.00032635665,0.00024360296,0.0004103165,0.0002982856],"domain_scores_gemma":[0.9991061,0.0004790482,0.00013670936,0.00013453886,0.00007698111,0.00006663031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047003193,0.00014190095,0.0002059528,0.000046355137,0.0001403087,0.000028906143,0.00021570853,0.00011200014,0.00026145214],"category_scores_gemma":[0.000055826305,0.00007967285,0.00012275213,0.0004274418,0.00045070975,0.0002852231,0.000008840385,0.00037143275,0.00003700099],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007387558,0.00047523182,0.2606969,0.0007520133,0.00020035147,0.00008919043,0.03179152,0.014667654,0.0008783737,0.00004687875,0.016364286,0.67329884],"study_design_scores_gemma":[0.00092968123,0.0044076294,0.7799046,0.003659829,0.00006863851,0.00013969436,0.038510766,0.119123675,0.0010121752,0.0019538293,0.049544875,0.00074458],"about_ca_topic_score_codex":0.16513081,"about_ca_topic_score_gemma":0.002044051,"teacher_disagreement_score":0.67255425,"about_ca_system_score_codex":0.000024123263,"about_ca_system_score_gemma":0.00016389738,"threshold_uncertainty_score":0.84042865},"labels":[],"label_agreement":null},{"id":"W4403499704","doi":"10.3997/2214-4609.202481002","title":"Field Data Inversion with RNN-Based FWI and Uncertainty Quantification: Applications to Snowflake 1 Data Set","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Inversion (geology); Data set; Data mining; Algorithm; Artificial intelligence; Geology","score_opus":0.08244634699900004,"score_gpt":0.3012468645006392,"score_spread":0.21880051750163915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403499704","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016492788,0.0017899115,0.80737877,0.12804057,0.0005701991,0.001766939,0.0060673156,0.0020345196,0.035858985],"genre_scores_gemma":[0.9542967,0.00012427551,0.021887481,0.011933789,0.000106913074,0.0000052417417,0.010808664,0.0000057259845,0.00083122536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990401,0.000024496041,0.000110173256,0.00053533696,0.00016077809,0.00012907913],"domain_scores_gemma":[0.9984725,0.00021719911,0.000017383116,0.0011672538,0.000024210423,0.00010144805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003233002,0.00008985154,0.0000765802,0.000105294894,0.00013454558,0.0001672329,0.00069048547,0.000036833644,0.0009912855],"category_scores_gemma":[0.000028121192,0.000063115374,0.0000070296464,0.00034044642,0.000055025455,0.00035948824,0.00008165722,0.00009735767,0.00025140157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028291397,0.000006587906,0.0053639817,0.000047334535,0.000010368105,0.0000037041216,0.000042273732,0.00017993979,0.0000150431415,0.00017108988,0.72529006,0.2688413],"study_design_scores_gemma":[0.000034269593,0.000050198698,0.0002162283,0.000027181553,0.000011369836,0.0000034598938,0.00009968088,0.44089493,0.00023629268,0.00008404698,0.5582622,0.00008010994],"about_ca_topic_score_codex":0.007004812,"about_ca_topic_score_gemma":0.0009740046,"teacher_disagreement_score":0.9378039,"about_ca_system_score_codex":0.0000025205734,"about_ca_system_score_gemma":0.000084901694,"threshold_uncertainty_score":0.9999219},"labels":[],"label_agreement":null},{"id":"W4403499769","doi":"10.3997/2214-4609.202481004","title":"The Quest for Machine Learned Priors for Full Waveform Inversion","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Prior probability; Inversion (geology); Computer science; Waveform; Artificial intelligence; Bayesian probability; Geology; Telecommunications","score_opus":0.019171907027471274,"score_gpt":0.2513549878068587,"score_spread":0.23218308077938746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403499769","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12731637,0.020292154,0.31063786,0.25155216,0.015612995,0.008826681,0.0010306286,0.00770478,0.25702637],"genre_scores_gemma":[0.9382458,0.0007247092,0.014880452,0.0055607175,0.0003533635,0.000019298952,0.00040474941,0.000014557547,0.039796356],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993676,0.000012810619,0.000119219614,0.00018485887,0.00009879732,0.00021669923],"domain_scores_gemma":[0.99938476,0.0003988807,0.00001873094,0.00011765463,0.000028780976,0.000051168667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049594394,0.0000842782,0.00007013273,0.00005106349,0.00033572016,0.00014444806,0.00016824194,0.000041515512,0.00033477377],"category_scores_gemma":[0.000059957918,0.000044903754,0.000088551526,0.00008760722,0.000058197125,0.00015534913,0.0000079753945,0.000074636795,0.000142732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008556305,0.0000030284011,0.00040214753,0.00005020145,0.000013007103,7.4181247e-7,0.00009799585,0.000011945657,0.000049640894,0.0020268285,0.24298407,0.75427485],"study_design_scores_gemma":[0.00007688513,0.00015585266,0.000050866493,0.000012677077,0.000006994433,0.0000029809164,0.0001132246,0.3690089,0.0013579726,0.0055489936,0.62360346,0.00006119684],"about_ca_topic_score_codex":0.0013884455,"about_ca_topic_score_gemma":0.00024428894,"teacher_disagreement_score":0.8109294,"about_ca_system_score_codex":0.000006139673,"about_ca_system_score_gemma":0.000038089962,"threshold_uncertainty_score":0.36655378},"labels":[],"label_agreement":null},{"id":"W4403504833","doi":"10.1130/abs/2024ne-397536","title":"INTEGRATING GEOLOGY, GEOPHYSICS, AND MICROMECHANICS IN THE STUDY OF SEISMIC ANISOTROPY OF THE LITHOSPHERE","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Geology; Lithosphere; Micromechanics; Anisotropy; Geophysics; Seismology; Seismic anisotropy; Tectonics; Mantle (geology)","score_opus":0.01354225662681723,"score_gpt":0.2291429056375439,"score_spread":0.21560064901072665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403504833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99733573,0.00055131636,0.00024039128,0.001102428,0.000034484136,0.00043212142,0.0000052551213,0.00003583001,0.00026246265],"genre_scores_gemma":[0.99065757,0.000111012014,0.008563773,0.0006247854,0.000011423026,0.00000395854,0.0000070743163,0.0000026742196,0.000017743381],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989434,0.00011329646,0.0003050248,0.00022196762,0.00021671593,0.00019959648],"domain_scores_gemma":[0.9993011,0.00024534034,0.0002003481,0.00018277856,0.00004677019,0.000023707416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003787356,0.00012842253,0.0002534941,0.000012001024,0.00007203944,0.000020404825,0.00031815007,0.00006305382,0.000036846734],"category_scores_gemma":[0.000021204345,0.000057908837,0.00009052999,0.0004172666,0.00083059905,0.000074274074,0.0000403254,0.00036331368,0.0000012658692],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051161293,0.00057858136,0.40192413,0.00019565759,0.00012217529,0.000009458189,0.011658215,0.00051329174,0.00014557659,0.00007183288,0.0010196416,0.5837103],"study_design_scores_gemma":[0.0007834708,0.009077275,0.77150977,0.00048588205,0.00014581918,0.000063558284,0.13005647,0.06901356,0.001155888,0.0068457136,0.010430929,0.0004316662],"about_ca_topic_score_codex":0.028939886,"about_ca_topic_score_gemma":0.00007113936,"teacher_disagreement_score":0.5832786,"about_ca_system_score_codex":0.0000028922668,"about_ca_system_score_gemma":0.00003498564,"threshold_uncertainty_score":0.9775265},"labels":[],"label_agreement":null},{"id":"W4403794510","doi":"10.1093/gji/ggae386","title":"Deep learning phase pickers: how well can existing models detect hydraulic-fracturing induced microseismicity from a borehole array?","year":2024,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Biogeoscience Institute, University of Calgary; Natural Environment Research Council; Sight Research UK","keywords":"Hydraulic fracturing; Borehole; Geology; Petroleum engineering; Seismology; Geotechnical engineering","score_opus":0.026418630386657066,"score_gpt":0.261042563907218,"score_spread":0.2346239335205609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403794510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268526,0.00035992698,0.06246376,0.0036822997,0.0013849909,0.00007119698,0.000050298186,0.00024708116,0.0048878333],"genre_scores_gemma":[0.9929683,0.00006478587,0.0033799782,0.0014546979,0.0016085173,0.0000010225915,0.00012784738,0.000012429195,0.00038237602],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842584,0.00009900442,0.000265216,0.00035739155,0.0005053459,0.00034719205],"domain_scores_gemma":[0.9992485,0.00022635712,0.0001356693,0.00010442929,0.00008635738,0.00019868673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024459034,0.00021284565,0.00019678734,0.00019407955,0.00030584243,0.0008946635,0.00042977178,0.00008071941,0.00055015873],"category_scores_gemma":[0.000073659554,0.0001831587,0.0001944862,0.00014633453,0.00006463614,0.0008281203,0.000031383413,0.0011387191,0.00014242971],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017396857,0.00010840806,0.0016783684,0.00002292669,0.00036895636,0.00074259663,0.002101319,0.014402324,0.03431494,0.00008094625,0.0069222087,0.93908304],"study_design_scores_gemma":[0.00047576247,0.0001568066,0.0013380045,0.00019750987,0.000031469506,0.00019883915,0.00036319156,0.91375154,0.027357675,0.015267116,0.040546037,0.00031606923],"about_ca_topic_score_codex":0.0051224087,"about_ca_topic_score_gemma":0.000036784026,"teacher_disagreement_score":0.93876696,"about_ca_system_score_codex":0.00005170753,"about_ca_system_score_gemma":0.00006894529,"threshold_uncertainty_score":0.8627261},"labels":[],"label_agreement":null},{"id":"W4403886630","doi":"10.22541/au.173030428.85120620/v1","title":"Coherence-based characterization of a long-period monochromatic seismic signal","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monochromatic color; Coherence (philosophical gambling strategy); Period (music); SIGNAL (programming language); Optics; Seismology; Geology; Computer science; Physics; Acoustics","score_opus":0.016408862668808956,"score_gpt":0.22168571203350476,"score_spread":0.2052768493646958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403886630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96597964,0.0003079375,0.021254083,0.0012487115,0.00074070995,0.00051228056,0.00038572543,0.00054602436,0.009024913],"genre_scores_gemma":[0.9950519,0.000017192391,0.0018271864,0.0009162285,0.000068895315,0.000005225591,0.0012074476,0.000007929442,0.0008979867],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986945,0.000071952,0.0003811958,0.00037403934,0.0002877506,0.00019058728],"domain_scores_gemma":[0.9993429,0.000039457245,0.0001870143,0.00029577874,0.00006382373,0.000071002505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022062335,0.000231457,0.00032624524,0.00024393393,0.000042672655,0.00011325869,0.00031907347,0.0001933039,0.0063348385],"category_scores_gemma":[0.0000096183985,0.00018815255,0.00013808305,0.00016570457,0.00011118901,0.000059716356,0.000063748754,0.00037732607,0.0003370831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017453375,0.00020164694,0.0682194,0.008894025,0.00037295558,0.00023702085,0.001645007,0.016322881,0.0140153235,0.00005111929,0.022911413,0.8669547],"study_design_scores_gemma":[0.00010066475,0.000104640334,0.009428369,0.00078056764,0.00006420353,0.00000988756,0.000034677923,0.9418803,0.044045005,0.0028457288,0.00039352186,0.0003124387],"about_ca_topic_score_codex":0.0030829234,"about_ca_topic_score_gemma":0.000015140231,"teacher_disagreement_score":0.92555743,"about_ca_system_score_codex":0.000009355131,"about_ca_system_score_gemma":0.0003089252,"threshold_uncertainty_score":0.99457353},"labels":[],"label_agreement":null},{"id":"W4403916102","doi":"10.1016/j.geoen.2024.213458","title":"Induced seismicity in the Kiskatinaw area of Northeastern British Columbia, Canada: Empirical investigation of hydraulic diffusivity and induced seismic response of the fractured reservoir","year":2024,"lang":"en","type":"article","venue":"Geoenergy Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"WSP (Canada); University of British Columbia","funders":"","keywords":"Induced seismicity; Geology; Seismology; Thermal diffusivity; Hydraulic fracturing; Geotechnical engineering","score_opus":0.013509666659098127,"score_gpt":0.1974277096877875,"score_spread":0.18391804302868936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403916102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985995,0.00017623391,0.000032401,0.0009404892,0.00010232363,0.00007856533,0.000015882013,0.000012302538,0.000042274703],"genre_scores_gemma":[0.99937963,0.000011992841,0.000043108394,0.0005367049,0.000008605508,0.000001057598,0.0000019347588,0.0000020212779,0.000014940939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897647,0.00007818103,0.000206246,0.00018498107,0.00038760054,0.0001665166],"domain_scores_gemma":[0.99946,0.00022418192,0.00005758226,0.00015518679,0.000052509422,0.00005053192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010817966,0.00006787793,0.00013592497,0.000077799195,0.00013107537,0.00010669907,0.00025885066,0.000041549712,0.0000042814518],"category_scores_gemma":[0.0002589641,0.000056543427,0.000018096382,0.0007890515,0.00023537604,0.00019996257,0.00003236567,0.00016249294,4.222252e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003452918,0.000014835932,0.91872245,0.00021022132,0.000013450233,0.000018768784,0.0037446758,0.012413602,0.037844624,0.0000055963874,0.0009542759,0.026022978],"study_design_scores_gemma":[0.000051491945,0.000037201684,0.7861354,0.00013272952,0.00000382566,0.000017253664,0.00018568656,0.2068643,0.006142254,0.00006213554,0.00031185616,0.000055877586],"about_ca_topic_score_codex":0.9070063,"about_ca_topic_score_gemma":0.3979465,"teacher_disagreement_score":0.5090598,"about_ca_system_score_codex":0.000013101825,"about_ca_system_score_gemma":0.0004135625,"threshold_uncertainty_score":0.6130394},"labels":[],"label_agreement":null},{"id":"W4403933777","doi":"10.1139/cgj-2024-0429","title":"Prediction of impulse waves generated by the potential failure of large deposits in the Rumei Reservoir, Lancang River, China","year":2024,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Geology; Geotechnical engineering; Impulse (physics); Seismology; China; Geography","score_opus":0.008000628777936284,"score_gpt":0.1999615894564121,"score_spread":0.19196096067847582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403933777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751345,0.0054585924,0.0020954106,0.015239473,0.00045380456,0.00021462528,0.0009509052,0.00004764148,0.00040503306],"genre_scores_gemma":[0.9987567,0.00025320114,0.00014261648,0.00060980424,0.00010921928,5.72176e-7,0.000071444854,0.0000035441192,0.000052893673],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988742,0.00018066305,0.00027826242,0.00012054639,0.00026225878,0.0002840856],"domain_scores_gemma":[0.99955803,0.000051401727,0.00006297817,0.00015595107,0.00003846263,0.00013315755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086990587,0.0000883883,0.000118934506,0.00017996013,0.00018544341,0.00007572299,0.00043641412,0.0001057831,0.0002255197],"category_scores_gemma":[0.000050701412,0.000050033068,0.00008078609,0.00039820507,0.00013890822,0.00014925243,0.000007886917,0.0006214665,0.0000044242865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005120981,0.000040562772,0.01763912,0.00006442306,0.00008739423,0.00046207965,0.0011372805,0.0061160605,0.0033621448,0.00021505283,0.89553237,0.07529228],"study_design_scores_gemma":[0.0006891008,0.00052035577,0.24528183,0.0005003546,0.00011039078,0.002431821,0.0014098422,0.55579174,0.005237755,0.004329176,0.18336158,0.00033608894],"about_ca_topic_score_codex":0.11987073,"about_ca_topic_score_gemma":0.017458078,"teacher_disagreement_score":0.71217084,"about_ca_system_score_codex":0.000020835067,"about_ca_system_score_gemma":0.00024292684,"threshold_uncertainty_score":0.97420174},"labels":[],"label_agreement":null},{"id":"W4403963696","doi":"10.48550/arxiv.2410.04273","title":"A shape derivative algorithm for reconstructing elastic dislocations in geophysics","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; New York University Abu Dhabi; National Science Foundation","keywords":"Derivative (finance); Algorithm; Geology; Geodesy; Geophysics; Geometry; Computer science; Mathematics; Economics","score_opus":0.053984566971030754,"score_gpt":0.19001111096597428,"score_spread":0.13602654399494352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403963696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8183778,0.00026308888,0.17175569,0.00026950325,0.0015156947,0.00082431675,0.000728851,0.0004606772,0.005804413],"genre_scores_gemma":[0.99150205,0.000087315275,0.007415989,0.00014324585,0.00009891914,0.0000010643208,0.00020584233,0.00000869171,0.0005369065],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988412,0.00005125118,0.00017114852,0.0006232487,0.000047009835,0.00026612697],"domain_scores_gemma":[0.99924606,0.00025647355,0.00011174875,0.00024151153,0.0000715677,0.000072629584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016255157,0.00020595196,0.00022715899,0.00028365388,0.00012269597,0.000066105764,0.0003334503,0.0001527872,0.00016875131],"category_scores_gemma":[0.00004429427,0.00022538683,0.00013076345,0.00043444417,0.00013641949,0.00013054526,0.00012892734,0.0005178206,0.00009702353],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006547237,0.00008691447,0.045215998,0.0006004938,0.0002541535,0.00022717184,0.0014113773,0.08670379,0.000012280538,0.009966128,0.0034551632,0.8520011],"study_design_scores_gemma":[0.00012577005,0.00002986655,0.0011594037,0.00019523817,0.000049901664,0.0000029743708,0.0004905548,0.8581511,0.000044715092,0.13915631,0.0003604646,0.00023369124],"about_ca_topic_score_codex":0.0024321731,"about_ca_topic_score_gemma":0.00011206515,"teacher_disagreement_score":0.85176736,"about_ca_system_score_codex":0.00004195808,"about_ca_system_score_gemma":0.00017983436,"threshold_uncertainty_score":0.9191008},"labels":[],"label_agreement":null},{"id":"W4404013817","doi":"10.2118/222636-ms","title":"Can 3D Seismic Assist the Subsurface Characterization of Low Permeability Reservoirs? A Western Canada Case Study","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Permeability (electromagnetism); Geology; Reservoir modeling; Petroleum engineering; Characterization (materials science); Seismology; Materials science; Chemistry","score_opus":0.01404791493547268,"score_gpt":0.22262655217603308,"score_spread":0.20857863724056042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404013817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995194,0.0000454947,0.00013512689,0.003201961,0.00029802893,0.00026103898,0.00019082308,0.00009500028,0.00057851366],"genre_scores_gemma":[0.9976784,0.000005820457,0.00002522033,0.00085760496,0.000027417484,0.0000015328212,0.000059908256,0.0000033313097,0.0013407719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989775,0.00016320248,0.00020829107,0.0002292703,0.00026206535,0.00015968755],"domain_scores_gemma":[0.9994506,0.00011992637,0.00004018866,0.00028260503,0.00005089188,0.00005575865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004912691,0.000102301856,0.000120561774,0.000038571736,0.00014750274,0.00008409091,0.0001822279,0.000025373545,0.0006649475],"category_scores_gemma":[0.000021755111,0.00006250313,0.000028154427,0.00023740188,0.000071447284,0.00013389917,0.000015870643,0.00013393938,0.000011141776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013480175,0.000037371792,0.9748306,0.00009779893,0.000032389515,0.0005939191,0.0017983209,0.00027904357,0.00011504617,0.0000017448338,0.0043551326,0.01784515],"study_design_scores_gemma":[0.00018762525,0.00023219721,0.52458405,0.000081155784,0.00005259504,0.0006427789,0.009692771,0.44350588,0.0023570359,0.000049486986,0.018285578,0.00032881243],"about_ca_topic_score_codex":0.9703909,"about_ca_topic_score_gemma":0.86757207,"teacher_disagreement_score":0.45024654,"about_ca_system_score_codex":0.000019452118,"about_ca_system_score_gemma":0.00032934142,"threshold_uncertainty_score":0.72807086},"labels":[],"label_agreement":null},{"id":"W4404013991","doi":"10.2118/222473-ms","title":"Approbation and Implementation of New Technologies for Processing Seismic Data of Complex Folded Zones (CRS, Beam, RTM)","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Geology; Beam (structure); Seismology; Computational science; Computer graphics (images); Civil engineering; Engineering","score_opus":0.07121144873705415,"score_gpt":0.31644273751870505,"score_spread":0.2452312887816509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404013991","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38916677,0.0076797795,0.5846338,0.012022098,0.00029401068,0.0016796198,0.0011329324,0.0016049776,0.0017859698],"genre_scores_gemma":[0.95028245,0.00013049385,0.048769586,0.00009510559,0.000013097889,9.925852e-7,0.00059962645,0.0000022493823,0.00010638708],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945873,0.000006198489,0.00018137901,0.00017803823,0.000088317116,0.000087307904],"domain_scores_gemma":[0.99971306,0.000050520102,0.00006246355,0.00013293044,0.000027579612,0.000013446489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000185109,0.000060820727,0.00010143292,0.00011593202,0.00004090081,0.000035017383,0.00015812692,0.00003164755,0.00008179423],"category_scores_gemma":[0.000016266547,0.000047102472,0.000014172228,0.00014865119,0.00006718294,0.00035286337,0.000024919773,0.00002962887,0.000001033452],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006085323,0.0000025307068,0.0030753494,0.00024082586,0.000008194346,9.221032e-8,0.00016400099,0.000015027049,0.0005672906,0.00012626559,0.029892197,0.96590215],"study_design_scores_gemma":[0.00032490422,0.00023541864,0.005081654,0.00014512542,0.00005670997,0.000008018583,0.0068869404,0.845752,0.07068808,0.01735451,0.053295635,0.00017100656],"about_ca_topic_score_codex":0.004028511,"about_ca_topic_score_gemma":0.00008607351,"teacher_disagreement_score":0.96573114,"about_ca_system_score_codex":0.0000016650426,"about_ca_system_score_gemma":0.000059430124,"threshold_uncertainty_score":0.608993},"labels":[],"label_agreement":null},{"id":"W4404319867","doi":"10.1190/geo2024-0087.1","title":"Time-lapse 4D full-waveform inversion for ocean-bottom cable seismic data with seawater velocity changes","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Husky Energy (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Geology; Ocean bottom; Waveform; Seismology; Inversion (geology); Seawater; Seabed; Geodesy; Acoustics; Geophysics; Oceanography; Computer science; Telecommunications","score_opus":0.019973052109465164,"score_gpt":0.22036267755415154,"score_spread":0.20038962544468636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404319867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639291,0.0006855858,0.017151695,0.008476901,0.0013363878,0.0010716037,0.001940142,0.0015404582,0.0038680981],"genre_scores_gemma":[0.96079046,0.00017512665,0.014671108,0.006299784,0.0009109971,0.0000049268015,0.007159365,0.000038189755,0.00995002],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987809,0.000022520795,0.00011265257,0.0004636249,0.00024188863,0.00037839712],"domain_scores_gemma":[0.99924076,0.00009194057,0.000039858558,0.00048231133,0.000049860544,0.00009528369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002620305,0.00018893667,0.0001771942,0.0000824083,0.00025519502,0.00018523759,0.00042167472,0.000071541566,0.00035765176],"category_scores_gemma":[0.000008867201,0.00013514329,0.000041389038,0.00024689647,0.00014378542,0.00057364383,0.000060811115,0.00018948929,0.0006842776],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017978593,0.00003488915,0.0010903222,0.00038647468,0.00010660056,0.00004126645,0.0007553371,0.0006720554,0.00015169228,0.000047930476,0.61569875,0.38083488],"study_design_scores_gemma":[0.0001499127,0.0002280276,0.00010569062,0.00008198018,0.000044663353,0.000011893992,0.00011067207,0.79795504,0.0017398251,0.0012747534,0.19807316,0.00022439728],"about_ca_topic_score_codex":0.003965653,"about_ca_topic_score_gemma":0.000050963587,"teacher_disagreement_score":0.79728293,"about_ca_system_score_codex":0.000013194875,"about_ca_system_score_gemma":0.00012438823,"threshold_uncertainty_score":0.8795233},"labels":[],"label_agreement":null},{"id":"W4404571010","doi":"10.1103/2jh8-p5y2","title":"Data-driven model reconstruction for nonlinear wave dynamics","year":2025,"lang":"en","type":"preprint","venue":"Physical Review Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Réseau Québécois en Innovation Sociale","funders":"Office of Naval Research; Australian Research Council; Japan Science and Technology Agency; Foundation for the Advancement of Theoretical Physics and Mathematics; Ministry of Science and Higher Education of the Russian Federation; Moonshot Research and Development Program; Ministry of Education - Singapore","keywords":"Dynamics (music); Nonlinear system; Computer science; Statistical physics; Physics; Acoustics","score_opus":0.22351574098426358,"score_gpt":0.43582956322980493,"score_spread":0.21231382224554135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404571010","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019117512,0.20435385,0.21242024,0.08341494,0.005911109,0.032331627,0.20643632,0.0025142215,0.23350017],"genre_scores_gemma":[0.045471005,0.47638258,0.36210403,0.00932164,0.0037286938,0.0003924194,0.09013127,0.0000741138,0.01239424],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975548,0.00026795428,0.00032158536,0.0008185713,0.0005944816,0.00044261166],"domain_scores_gemma":[0.9975195,0.000593204,0.00010430113,0.0012553924,0.00039980383,0.00012783127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016460532,0.00020814133,0.00054027507,0.00015512084,0.00020453257,0.00009135761,0.0011914391,0.00011001725,0.000099914345],"category_scores_gemma":[0.0007302415,0.00017070596,0.00018944137,0.00028554298,0.00022342293,0.00016358789,0.0005751993,0.0012804766,0.00007757337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020618752,0.000041010826,0.00008710204,0.0052054413,0.000038273276,0.000001495646,0.000013862103,0.0011082774,0.0000013676022,0.00043941505,0.12092209,0.87212104],"study_design_scores_gemma":[0.00005303396,0.00003616089,0.0000090895755,0.0029062822,0.000045831424,0.0000017988707,0.000009148119,0.9216768,0.00002400457,0.03518306,0.039896846,0.0001579334],"about_ca_topic_score_codex":0.00094842754,"about_ca_topic_score_gemma":0.00007537447,"teacher_disagreement_score":0.9205685,"about_ca_system_score_codex":0.00004160848,"about_ca_system_score_gemma":0.00056939264,"threshold_uncertainty_score":0.69611865},"labels":[],"label_agreement":null},{"id":"W4404695348","doi":"10.1190/geo2024-0202.1","title":"Rapid-repeat time-lapse vertical seismic profile imaging of CO2 injection","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada); Carbon Management Canada; Alberta Environment and Protected Areas; University of Calgary; Alberta Energy","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Geophysical imaging; Seismology; Vertical seismic profile; Geodesy; Geophysics","score_opus":0.007627863102757081,"score_gpt":0.2061207474728835,"score_spread":0.1984928843701264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404695348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678977,0.0015276986,0.0021913466,0.000839181,0.0010402815,0.00021992695,0.000100308425,0.0007095914,0.025473947],"genre_scores_gemma":[0.99773854,0.000037172016,0.00038972846,0.0005630722,0.00014834515,0.0000010350975,0.00010272215,0.000005796858,0.0010136161],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922913,0.000029051113,0.00015213285,0.00021144941,0.00018487904,0.00019332532],"domain_scores_gemma":[0.99966246,0.000075095995,0.00001946291,0.00015715683,0.000035055295,0.000050774022],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014734341,0.00010271038,0.00012461687,0.00008178617,0.00006652007,0.00005023806,0.00011138855,0.00003301004,0.0010263777],"category_scores_gemma":[0.000015530297,0.000088087414,0.00007524894,0.00026078228,0.00009904014,0.00026554975,0.000013629102,0.00014416224,0.0012291947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041014435,0.0000381384,0.0068561267,0.00016745004,0.000040765073,0.00003108636,0.0005026764,0.00036727326,0.0036893801,0.00021260044,0.15028995,0.83776355],"study_design_scores_gemma":[0.00011973139,0.00014847558,0.004358674,0.000119577424,0.000039838127,0.000034193825,0.00010375023,0.9236227,0.03337925,0.0050844466,0.032768402,0.00022093882],"about_ca_topic_score_codex":0.0014447386,"about_ca_topic_score_gemma":8.8950077e-7,"teacher_disagreement_score":0.92325544,"about_ca_system_score_codex":0.000006551043,"about_ca_system_score_gemma":0.00005510405,"threshold_uncertainty_score":0.9998868},"labels":[],"label_agreement":null},{"id":"W4404729791","doi":"10.1002/num.23161","title":"An Adaptive Time Filter Algorithm for the 2D/3D Unsteady Triple‐Porosity Stokes Model Arising in Super‐Hydrophobic Proppant Modification in Hydraulic Fracturing Systems","year":2024,"lang":"en","type":"article","venue":"Numerical Methods for Partial Differential Equations","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Porosity; Filter (signal processing); Hydraulic fracturing; Algorithm; Mathematics; Petroleum engineering; Materials science; Computer science; Composite material; Geology; Computer vision","score_opus":0.07162152383557564,"score_gpt":0.3512963714937706,"score_spread":0.27967484765819495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404729791","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01137613,0.00043697405,0.9855601,0.00028218844,0.0005787208,0.0013839505,0.00020813313,0.0001476272,0.000026145168],"genre_scores_gemma":[0.8525971,0.000015075065,0.14657457,0.000095229196,0.00016286234,0.00019493831,0.00027402423,0.000014095543,0.000072072355],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99789065,0.00050086906,0.0005074433,0.00048619,0.00020879204,0.0004060388],"domain_scores_gemma":[0.99816525,0.0013488217,0.000089866335,0.00024509014,0.000052876465,0.00009808704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010216555,0.00021302611,0.00032684734,0.00022457936,0.00028931448,0.000238971,0.00025986106,0.00012656134,0.00006575934],"category_scores_gemma":[0.00014761527,0.00015324875,0.00013294663,0.0003302457,0.000084286694,0.00043062613,0.000013985324,0.0002885582,0.000013312928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014779637,0.00014036828,0.0000756209,0.000047589663,0.000038784034,0.0000012159343,0.0011319639,0.17005767,0.0057246024,0.00034054418,0.00013999177,0.82215387],"study_design_scores_gemma":[0.00028266458,0.00022408999,0.0004020376,0.000057779034,0.00006497414,0.0000015227359,0.00013267282,0.9924027,0.0037594102,0.0019628543,0.0004979181,0.0002114029],"about_ca_topic_score_codex":0.0046412684,"about_ca_topic_score_gemma":0.000027563445,"teacher_disagreement_score":0.841221,"about_ca_system_score_codex":0.000049532402,"about_ca_system_score_gemma":0.000092778246,"threshold_uncertainty_score":0.70162404},"labels":[],"label_agreement":null},{"id":"W4404871270","doi":"10.1016/b978-0-323-95941-4.00012-4","title":"Advances in coupled passive and active seismic monitoring for large-scale geologic carbon storage projects","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Management Canada; University of Calgary","funders":"","keywords":"Scale (ratio); Geology; Seismology; Environmental science; Geography; Cartography","score_opus":0.012295592233658649,"score_gpt":0.23202664912605167,"score_spread":0.21973105689239303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404871270","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006028968,0.014239836,0.000021321976,0.000121943856,0.0010007427,0.0012428067,0.0002104486,0.00020911542,0.97692484],"genre_scores_gemma":[0.15133245,0.003955907,0.00076085416,0.00045067968,0.0005451162,0.000063520376,0.00013173539,0.000046486606,0.84271324],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985525,0.000020048054,0.00026790294,0.00058499706,0.00019946179,0.00037509413],"domain_scores_gemma":[0.99938315,0.00014308078,0.00015041654,0.00019180687,0.00004874315,0.00008280106],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021616278,0.00035239998,0.00044656653,0.00026631588,0.00010207457,0.000052825366,0.00016965978,0.00026041732,0.00005544479],"category_scores_gemma":[0.00001533958,0.00029633238,0.00009793522,0.000024506713,0.000111564485,0.00011015522,0.000038466955,0.00049595156,0.000014574121],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050406463,0.0000029852663,0.0005100018,0.00022907522,0.000021276006,0.00004715338,0.00073041377,0.00002698649,0.000003340032,0.0000600209,0.000042070013,0.9982763],"study_design_scores_gemma":[0.00041296703,0.00027618642,0.00023381371,0.0011850534,0.00009524676,0.00002141856,0.00052688754,0.04997117,0.0002324666,0.027535228,0.91888046,0.0006290998],"about_ca_topic_score_codex":0.00007375962,"about_ca_topic_score_gemma":0.00017495755,"teacher_disagreement_score":0.99764717,"about_ca_system_score_codex":0.000032709126,"about_ca_system_score_gemma":0.000078057696,"threshold_uncertainty_score":0.99994886},"labels":[],"label_agreement":null},{"id":"W4405000454","doi":"10.1785/0220240194","title":"Double-Pair Double-Difference Relocation Improves Depth Precision and Highlights Detailed 3D Fault Geometry for Induced Seismicity in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Induced seismicity; Geology; Relocation; Borehole; Seismology; Event (particle physics); Fault (geology); Position (finance); Double exponential function; Geodesy; Geotechnical engineering; Mathematics; Computer science; Physics","score_opus":0.05400105226128413,"score_gpt":0.3039065310251553,"score_spread":0.24990547876387117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405000454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589249,0.00028328487,0.0012739573,0.03803111,0.00029226276,0.00077259174,0.000020994234,0.00010187804,0.00029903225],"genre_scores_gemma":[0.99216366,0.00008481939,0.00089056697,0.005944301,0.00008813214,0.000034702443,0.00008893495,0.000008085099,0.0006967833],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99725956,0.00023424694,0.00033429146,0.00074362423,0.0006702704,0.00075800315],"domain_scores_gemma":[0.99733895,0.0020552187,0.000041081563,0.00024540196,0.000096965065,0.00022239453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014693764,0.00021585179,0.00026435958,0.0004204096,0.00027238202,0.00022971055,0.0003987354,0.0001884609,0.00008743645],"category_scores_gemma":[0.00029142023,0.00015246513,0.000049367813,0.00070798193,0.00021370142,0.00026504247,0.00006834421,0.00072356965,0.000022055116],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025281357,0.000091005946,0.06346901,0.00049887813,0.00007903221,0.00027844094,0.00083903264,0.0004495455,0.01091924,0.0008821313,0.06425831,0.8557072],"study_design_scores_gemma":[0.0033905923,0.0013083275,0.36486137,0.00054578856,0.00003091625,0.00007104051,0.0003332079,0.33464432,0.04207156,0.0063808844,0.24516457,0.0011974265],"about_ca_topic_score_codex":0.8807821,"about_ca_topic_score_gemma":0.18805605,"teacher_disagreement_score":0.85450983,"about_ca_system_score_codex":0.00011127717,"about_ca_system_score_gemma":0.00033931463,"threshold_uncertainty_score":0.8267598},"labels":[],"label_agreement":null},{"id":"W4405019647","doi":"10.1002/mrm.30385","title":"Prospective motion correction for R2* and susceptibility mapping using spherical navigators","year":2024,"lang":"en","type":"article","venue":"Magnetic Resonance in Medicine","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Siemens (Canada); Western University","funders":"Robarts Research Institute; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada","keywords":"Motion (physics); Computer science; Nuclear magnetic resonance; Artificial intelligence; Physics","score_opus":0.021230802093255566,"score_gpt":0.2658562164758757,"score_spread":0.24462541438262014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405019647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96210694,0.020761717,0.012597361,0.0012303648,0.0014962169,0.00057994627,0.000008523351,0.00016090937,0.0010580089],"genre_scores_gemma":[0.99414206,0.00024079726,0.0048336885,0.00028551338,0.00018533434,0.000004646426,0.000014373028,0.0000039905494,0.00028957624],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999146,0.000041644074,0.0001915711,0.00030698927,0.00014156764,0.00017225381],"domain_scores_gemma":[0.9996544,0.00016511476,0.000022054555,0.00008504361,0.000026942655,0.000046416837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005265017,0.00009356095,0.00014933434,0.00008178611,0.00006583902,0.000023679979,0.00005199449,0.00004945738,0.00027518824],"category_scores_gemma":[0.00017304212,0.00007267216,0.000018746492,0.00032200484,0.00020223837,0.000108451895,0.000005747754,0.00014931693,0.000004904563],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025608204,0.000004834224,0.2948529,0.000063135536,9.37136e-7,0.000007216822,0.0005805426,0.000026769958,0.00019036933,0.000012860467,0.0030394674,0.70119536],"study_design_scores_gemma":[0.00025830878,0.000345538,0.33221772,0.000502798,0.0000083353825,0.000030619492,0.00071441726,0.6385966,0.00017165889,0.002651584,0.02440106,0.00010136952],"about_ca_topic_score_codex":0.0041032885,"about_ca_topic_score_gemma":0.00008532409,"teacher_disagreement_score":0.701094,"about_ca_system_score_codex":0.000024289318,"about_ca_system_score_gemma":0.000022595232,"threshold_uncertainty_score":0.6202972},"labels":[],"label_agreement":null},{"id":"W4405067118","doi":"10.1190/geo2024-0201.1","title":"Enhanced intertrace variations extraction via a self-supervised network for prestack seismic analysis","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Stack (abstract data type); TRACE (psycholinguistics); Extraction (chemistry); Computer science; Seismic trace; Geology; Data mining; Pattern recognition (psychology); Seismology; Artificial intelligence; Chemistry; Chromatography","score_opus":0.009380352086637943,"score_gpt":0.2362453049186267,"score_spread":0.22686495283198874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405067118","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039928585,0.00051769946,0.95613813,0.00058329426,0.0010134446,0.00026395536,0.000056788405,0.00061005575,0.0008880282],"genre_scores_gemma":[0.97972864,0.0001670572,0.017849289,0.0008142269,0.00041905115,0.000010955084,0.00041757632,0.0000065045315,0.000586697],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913746,0.000039565122,0.00016846112,0.00028427484,0.00012920827,0.00024101137],"domain_scores_gemma":[0.9994378,0.00022478287,0.000043293654,0.0001870042,0.00005237864,0.000054711636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017811163,0.00012012325,0.0001495468,0.000104673345,0.00015901044,0.00023475636,0.00012841642,0.00005738759,0.00026205133],"category_scores_gemma":[0.000007987682,0.00010979759,0.00018307229,0.00077251013,0.000019739788,0.00068120105,0.0000067622473,0.00012584213,0.00017581228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047985144,0.00005985402,0.00093446276,0.00015032644,0.00093739346,0.000005470181,0.001705015,0.052105,0.00043682064,0.00039403493,0.027519884,0.9157038],"study_design_scores_gemma":[0.00005965066,0.00005853261,0.0021572195,0.000028862694,0.0003488757,0.0000014838947,0.00006227115,0.969008,0.00058187125,0.008883662,0.018668512,0.00014100315],"about_ca_topic_score_codex":0.001134907,"about_ca_topic_score_gemma":0.000041516247,"teacher_disagreement_score":0.9398001,"about_ca_system_score_codex":0.000010217156,"about_ca_system_score_gemma":0.000043639255,"threshold_uncertainty_score":0.44774157},"labels":[],"label_agreement":null},{"id":"W4405183266","doi":"10.1080/01621459.2024.2436686","title":"Deconvolution Density Estimation with Penalized MLE","year":2024,"lang":"en","type":"article","venue":"Journal of the American Statistical Association","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deconvolution; Estimation; Statistics; Mathematics; Econometrics; Density estimation; Maximum likelihood; Applied mathematics; Estimator; Economics","score_opus":0.005328146860555236,"score_gpt":0.23147859690342615,"score_spread":0.2261504500428709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405183266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60666627,0.0001390309,0.38482252,0.0064768,0.000584463,0.00009531358,0.00005849063,0.000065814755,0.001091318],"genre_scores_gemma":[0.976032,0.000021260274,0.022988155,0.00066387036,0.00007005211,1.2854284e-7,0.0000071203563,0.0000021444284,0.00021526897],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99913454,0.00014130273,0.00018377729,0.000066648754,0.0003685015,0.00010520812],"domain_scores_gemma":[0.9990363,0.00043511964,0.00033432824,0.00005065579,0.00010089303,0.00004271247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054344296,0.000054625085,0.0001309169,0.000053585154,0.00008183759,0.00007785482,0.000090954854,0.000015409534,0.00020395516],"category_scores_gemma":[0.00035898527,0.000030414285,0.000045665143,0.00022721665,0.00007003841,0.00018180176,0.00000433745,0.00017242033,0.000035299672],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025621857,0.000024328701,0.25246468,0.000024743542,0.00015061276,0.000029915398,0.0002186096,0.0011200189,0.00008305419,0.00068954594,0.101217054,0.6437212],"study_design_scores_gemma":[0.00020040383,0.0003527671,0.6485824,0.0000892369,0.00013773644,0.0001036755,0.00010704611,0.33076793,0.0002846298,0.011301958,0.007963616,0.00010858617],"about_ca_topic_score_codex":0.00090348173,"about_ca_topic_score_gemma":0.000027542144,"teacher_disagreement_score":0.6436126,"about_ca_system_score_codex":0.00007510363,"about_ca_system_score_gemma":0.00008812305,"threshold_uncertainty_score":0.22331661},"labels":[],"label_agreement":null},{"id":"W4405221408","doi":"10.1016/j.petsci.2024.12.008","title":"Dynamic reservoir monitoring using similarity analysis of passive source time-lapse seismic images: Application to waterflooding front monitoring in Shengli Oilfield, China","year":2024,"lang":"en","type":"article","venue":"Petroleum Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Front (military); Petroleum engineering; Geology; China; Similarity (geometry); Mining engineering; Computer science; Artificial intelligence; Image (mathematics); Geography; Oceanography","score_opus":0.010301771050165014,"score_gpt":0.25674209020291405,"score_spread":0.24644031915274903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405221408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682158,0.00028785077,0.030049128,0.00038538416,0.00035308005,0.00010669531,0.00002502129,0.0001475306,0.00042951357],"genre_scores_gemma":[0.993731,0.000038113736,0.005955223,0.000043511813,0.00005778205,0.0000038792855,0.00000923041,0.0000061959568,0.00015504113],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978117,0.000061222214,0.00035821047,0.0006470959,0.0006013929,0.00052042643],"domain_scores_gemma":[0.99915093,0.00011521436,0.00008640469,0.0003792812,0.00007236829,0.0001958149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012605966,0.00017772465,0.0002948845,0.0014686632,0.0002608395,0.00022452285,0.0006508247,0.000061053484,0.00005387842],"category_scores_gemma":[0.00016351507,0.00016009805,0.00009944786,0.00241355,0.00018146356,0.0007458629,0.000090692585,0.00027980361,0.00003730606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017324277,0.000017732218,0.29689434,0.000046316076,0.000037446614,0.00001077647,0.0015824345,0.61410683,0.050581098,0.0000010512425,0.00004183805,0.036662824],"study_design_scores_gemma":[0.000048009064,0.000034035194,0.06708506,0.0001438714,0.000067217865,0.0000024523622,0.00040241942,0.8883093,0.043554973,0.000071866874,0.00011415798,0.00016664925],"about_ca_topic_score_codex":0.01210475,"about_ca_topic_score_gemma":0.000038355258,"teacher_disagreement_score":0.2742025,"about_ca_system_score_codex":0.00012252391,"about_ca_system_score_gemma":0.0001371847,"threshold_uncertainty_score":0.99447376},"labels":[],"label_agreement":null},{"id":"W4405379176","doi":"10.1007/s00603-024-04310-w","title":"Correction to: Equivalent Biot and Skempton Poroelastic Coefficients for a Fractured Rock Mass from a DFN Approach","year":2024,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Poromechanics; Biot number; Geology; Rock mass classification; Geotechnical engineering; Seismology; Mechanics; Porous medium; Porosity; Physics","score_opus":0.00852573736633187,"score_gpt":0.20026920905790216,"score_spread":0.1917434716915703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405379176","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006011031,0.0019141033,0.9893998,0.00008597094,0.0019295361,0.0002579659,0.00009371666,0.00026583747,0.000042052765],"genre_scores_gemma":[0.9956759,0.00013378987,0.0035473928,0.00017095836,0.00014787073,0.000007223761,0.000091586975,0.0000136353665,0.00021159727],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905235,0.000008729739,0.00015618734,0.00037435803,0.0001475875,0.00026077725],"domain_scores_gemma":[0.99956334,0.00016309397,0.000023281742,0.00009827415,0.000022613493,0.00012938582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011097151,0.00018118622,0.00016898218,0.00016300495,0.00015355163,0.00012640633,0.00008573421,0.00008269025,0.00003496443],"category_scores_gemma":[0.000071410366,0.00015599438,0.000045330322,0.0001636448,4.093023e-7,0.00010375736,0.000028110237,0.00015834298,0.000012145849],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007559633,0.000032665543,0.00032022185,0.00043539627,0.00011946679,0.000008439949,0.0011415367,0.9542302,0.005577722,0.00045785742,0.015782362,0.02181853],"study_design_scores_gemma":[0.0001128631,0.00014446728,0.00007229164,0.0001941707,0.00003329364,0.000012547586,0.00011242587,0.97948956,0.0018346261,0.00026941218,0.017520627,0.0002037358],"about_ca_topic_score_codex":0.00025253452,"about_ca_topic_score_gemma":0.000002893061,"teacher_disagreement_score":0.9896649,"about_ca_system_score_codex":0.0000136970275,"about_ca_system_score_gemma":0.0000175897,"threshold_uncertainty_score":0.63612664},"labels":[],"label_agreement":null},{"id":"W4405431622","doi":"10.1190/image2024-4101665.1","title":"Resolving DAS versus geophone discrepancies using the DAS transform: A comparative study from the CaMI CCS field research station, Alberta","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Carbon Management Canada","funders":"","keywords":"Geophone; Geology; Field (mathematics); Remote sensing; Seismology; Mathematics","score_opus":0.12378785513547663,"score_gpt":0.3932628636105938,"score_spread":0.2694750084751172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405431622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95504254,0.0019409407,0.0020311405,0.01645665,0.00080223265,0.0007565489,0.00007477872,0.00016052127,0.022734648],"genre_scores_gemma":[0.99728006,0.000070300084,0.00047946692,0.00056673744,0.00012930552,0.0000040733853,0.00004661989,0.000003875981,0.0014195384],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99833226,0.0003742355,0.00020790398,0.00029373748,0.0004942695,0.00029757357],"domain_scores_gemma":[0.9949615,0.004586381,0.000022431494,0.00031139448,0.00007097558,0.00004734383],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010759986,0.00012268327,0.00012846998,0.00006886718,0.0008395402,0.00041193297,0.0004121067,0.000036579724,0.0014156636],"category_scores_gemma":[0.00012697947,0.000059618116,0.000049895556,0.00050849596,0.00020069371,0.00032180757,0.00002931743,0.0004223525,0.00010897822],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011382545,0.00016171414,0.07659235,0.000043929547,0.0006267816,0.00007344,0.2869391,0.001291847,0.00023593385,0.0012815464,0.5563697,0.075245395],"study_design_scores_gemma":[0.0006979241,0.00093577395,0.019930905,0.00015235945,0.000105926745,0.000008069368,0.2723414,0.52782136,0.002603778,0.0040352764,0.1709661,0.00040110096],"about_ca_topic_score_codex":0.5844869,"about_ca_topic_score_gemma":0.08515429,"teacher_disagreement_score":0.52652955,"about_ca_system_score_codex":0.000013077586,"about_ca_system_score_gemma":0.00011980985,"threshold_uncertainty_score":0.9994972},"labels":[],"label_agreement":null},{"id":"W4405469018","doi":"10.1190/image2024-4089099.1","title":"JAX acceleration of implicit FWI and field data application","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Acceleration; Computer science; Field (mathematics); Mathematics; Physics; Classical mechanics","score_opus":0.02781428074277634,"score_gpt":0.26846295591850444,"score_spread":0.2406486751757281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3810261,0.0045393077,0.35641235,0.018082416,0.0006213593,0.0006484947,0.0002965029,0.0010439828,0.2373295],"genre_scores_gemma":[0.99661434,0.00017114474,0.0020302795,0.0008113077,0.000029207085,2.7774706e-7,0.00015487369,7.382088e-7,0.00018780895],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970335,0.0000063309294,0.00006902632,0.00012607993,0.000051551928,0.000043639793],"domain_scores_gemma":[0.9997475,0.00006115458,0.000010048135,0.00015756261,0.000007567271,0.000016147596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011986586,0.00002925934,0.000036999783,0.00003969775,0.000022459566,0.000034497778,0.000102232225,0.000020938904,0.000516381],"category_scores_gemma":[0.0000097060465,0.000021906972,0.0000057370876,0.00007254921,0.000014149505,0.00022176224,0.000013065228,0.000034002027,0.000029838695],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002421879,0.0000015246895,0.0076707667,0.00002294106,0.000003252984,2.773218e-7,0.000033650038,0.0000033816416,0.0005075503,0.00045343506,0.06058024,0.93072057],"study_design_scores_gemma":[0.000033739183,0.000057648333,0.006025807,0.000017930435,0.000009013637,0.000008058075,0.000068643996,0.77811587,0.021328041,0.0026660822,0.19159509,0.000074099],"about_ca_topic_score_codex":0.005763196,"about_ca_topic_score_gemma":0.000056951958,"teacher_disagreement_score":0.9306465,"about_ca_system_score_codex":4.4191646e-7,"about_ca_system_score_gemma":0.000009358299,"threshold_uncertainty_score":0.87122667},"labels":[],"label_agreement":null},{"id":"W4405469030","doi":"10.1190/image2024-4100160.1","title":"Integrating U-net into full-waveform inversion for salt body building: A challenging case","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Inversion (geology); Waveform; Computer science; Geology; Telecommunications; Seismology","score_opus":0.017093511794031842,"score_gpt":0.2548626278999047,"score_spread":0.23776911610587287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5918764,0.0032770815,0.3459301,0.008600188,0.0028591722,0.0009913285,0.00005757695,0.0032332882,0.043174915],"genre_scores_gemma":[0.9642097,0.000066247216,0.03376516,0.001108425,0.000176082,0.0000034152072,0.000057611618,0.000007754168,0.00060563354],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900776,0.000021249183,0.00020520696,0.00032563004,0.0001424537,0.00029772703],"domain_scores_gemma":[0.9994712,0.00021106108,0.000029787456,0.00014090713,0.000036085,0.000110996676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045807823,0.0001555404,0.0001356126,0.00023098533,0.00029978374,0.00017398503,0.00013964414,0.00007555877,0.0008242762],"category_scores_gemma":[0.000063961816,0.00011412988,0.00009742869,0.0002104483,0.000047839912,0.00040007208,0.000020243468,0.00018513908,0.00013005348],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004252609,0.000013340655,0.00069618097,0.00035480893,0.000045245957,0.0005849984,0.002023444,0.00012127584,0.0013983888,0.0051157004,0.07414342,0.91546065],"study_design_scores_gemma":[0.00009813288,0.00019434383,0.000008932259,0.00013141696,0.000015370873,0.0005345632,0.0017785546,0.8843095,0.004872314,0.0051108464,0.10275145,0.00019461727],"about_ca_topic_score_codex":0.008568938,"about_ca_topic_score_gemma":0.00024223217,"teacher_disagreement_score":0.91526604,"about_ca_system_score_codex":0.000018662045,"about_ca_system_score_gemma":0.000043112694,"threshold_uncertainty_score":0.9980331},"labels":[],"label_agreement":null},{"id":"W4405469192","doi":"10.1190/image2024-4101478.1","title":"A study on lossy compression for background wavefield storage in LSM","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Lossy compression; Computer science; Compression (physics); Data compression; Materials science; Algorithm; Composite material; Artificial intelligence","score_opus":0.053179242549072345,"score_gpt":0.29692905530273994,"score_spread":0.24374981275366758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96026355,0.00024915635,0.0021011576,0.0010538615,0.0006069653,0.00046746765,0.000019133984,0.00027513996,0.034963574],"genre_scores_gemma":[0.9959728,0.000007815681,0.0004852142,0.0012237409,0.000050565086,0.0000030544925,0.000017728602,0.0000025327045,0.0022365227],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939424,0.000032211938,0.00010948308,0.0002073379,0.000116783194,0.00013996645],"domain_scores_gemma":[0.99963236,0.00020577069,0.000009481193,0.000110719426,0.0000077497425,0.000033943263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025262535,0.00007593469,0.00008744519,0.0001244515,0.00005054386,0.00007923595,0.00010142521,0.00003417301,0.00088137266],"category_scores_gemma":[0.000008995043,0.000052385836,0.00003176332,0.00011802555,0.000016081396,0.000120755285,0.000006409735,0.000115059775,0.00016735362],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022268252,0.000326284,0.09335203,0.0001258878,0.000036622918,0.0002465581,0.0026667437,0.00047061578,0.00011294119,0.001369575,0.5148796,0.38619047],"study_design_scores_gemma":[0.0014073538,0.0034808712,0.11988764,0.00049699884,0.000027386537,0.000021429683,0.011476516,0.5126131,0.003217495,0.00658806,0.34005946,0.0007237059],"about_ca_topic_score_codex":0.0021257207,"about_ca_topic_score_gemma":0.00012751801,"teacher_disagreement_score":0.5121425,"about_ca_system_score_codex":0.0000043883038,"about_ca_system_score_gemma":0.000015116983,"threshold_uncertainty_score":0.9650413},"labels":[],"label_agreement":null},{"id":"W4405469228","doi":"10.1190/image2024-4093500.1","title":"Advanced digital tools for passive seismic monitoring of a heavy oil field at Cold Lake, Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Field (mathematics); Oil field; Geology; Environmental science; Petroleum engineering","score_opus":0.010671160456808354,"score_gpt":0.21211317429083582,"score_spread":0.20144201383402746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90410954,0.0011560199,0.0018206986,0.007258407,0.0028993268,0.00031824614,0.0009057048,0.00029262126,0.08123946],"genre_scores_gemma":[0.9746109,0.000044384782,0.0006954408,0.00095391733,0.000069979964,0.000003954659,0.00006158498,0.0000037589966,0.023556056],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932516,0.0000058648825,0.00015274098,0.00018029916,0.00014070404,0.00019525153],"domain_scores_gemma":[0.99897444,0.0007934008,0.00002824891,0.00010668837,0.00003079337,0.00006640466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037336296,0.00009384475,0.00012284891,0.000037398022,0.000067334826,0.000084525,0.00011542978,0.000036210753,0.00043235777],"category_scores_gemma":[0.000085553904,0.000075202195,0.000054435994,0.000093914176,0.000021217998,0.00036934746,0.000011043819,0.000063472195,0.000015811087],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006284585,0.0000056758226,0.016763661,0.00014445004,0.000032332195,0.000013931031,0.00009569272,0.0003810101,0.00010370246,0.00006068846,0.22563459,0.7567014],"study_design_scores_gemma":[0.00012572922,0.00013490593,0.00042372427,0.00012730595,0.00000961486,0.000007369357,0.00026599894,0.020928627,0.095937595,0.00010178657,0.8817705,0.0001668457],"about_ca_topic_score_codex":0.47263885,"about_ca_topic_score_gemma":0.24524008,"teacher_disagreement_score":0.7565346,"about_ca_system_score_codex":0.000014690227,"about_ca_system_score_gemma":0.0001665299,"threshold_uncertainty_score":0.76853234},"labels":[],"label_agreement":null},{"id":"W4405469250","doi":"10.1190/image2024-4099135.1","title":"Noise suppression and compressive sensing recovery with seismic-adapted DnCNN within RED","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Compressed sensing; Noise (video); Acoustics; Geology; Computer science; Physics; Artificial intelligence","score_opus":0.010887703336375742,"score_gpt":0.20387985842908554,"score_spread":0.1929921550927098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.879219,0.0018165247,0.020472383,0.0047310954,0.0010318182,0.00038504816,0.00007121199,0.0013009261,0.09097197],"genre_scores_gemma":[0.98363733,0.0000817023,0.011454235,0.0017242872,0.000051599687,2.238919e-7,0.0000612476,0.000006599841,0.0029827717],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991368,0.00005432627,0.00014105396,0.0003139372,0.00017038932,0.00018347411],"domain_scores_gemma":[0.999581,0.00011728069,0.00003511828,0.00014361445,0.000028619344,0.00009436243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015411015,0.00013859614,0.00013724981,0.00011927897,0.00013306999,0.00017225216,0.000064499436,0.000058569138,0.0007963342],"category_scores_gemma":[0.000012228852,0.00008898481,0.000024574143,0.00016412899,0.000095686664,0.00037200307,0.000014915148,0.00017576182,0.000076890734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006635351,0.000023112038,0.01967559,0.00029581008,0.00014704005,0.00058366306,0.0020642634,0.0046575577,0.0048252256,0.0001075245,0.43211982,0.5348368],"study_design_scores_gemma":[0.00020288664,0.00019806389,0.0024794557,0.0004641874,0.00002748995,0.00024726646,0.00044560342,0.9340096,0.015183554,0.00079585105,0.04567458,0.00027144662],"about_ca_topic_score_codex":0.0030193103,"about_ca_topic_score_gemma":0.000033828605,"teacher_disagreement_score":0.92935205,"about_ca_system_score_codex":0.000003947734,"about_ca_system_score_gemma":0.00003893859,"threshold_uncertainty_score":0.8719301},"labels":[],"label_agreement":null},{"id":"W4405469275","doi":"10.1190/image2024-4098861.1","title":"Time-lapse full-waveform inversion strategies for Snowflake datasets acquired at Newell County Facility in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Snowflake; Inversion (geology); Waveform; Computer science; Environmental science; Meteorology; Geology; Seismology; Geography; Telecommunications","score_opus":0.012569752071112933,"score_gpt":0.21146874702996107,"score_spread":0.19889899495884814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276251,0.0006426855,0.0006458513,0.006356111,0.0016484418,0.0011085334,0.014275451,0.00048108684,0.047216717],"genre_scores_gemma":[0.9788373,0.000047407975,0.00033034454,0.0028673774,0.000047140413,0.0000036984748,0.009536739,0.000004720585,0.008325261],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874973,0.00003152873,0.00023618551,0.0003812094,0.00024716262,0.00035416137],"domain_scores_gemma":[0.99934787,0.00024307387,0.000029701694,0.00023933948,0.000022060536,0.000117966774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000291484,0.00017273103,0.00017025285,0.00008947008,0.00013645034,0.0001127808,0.00022637045,0.00007533388,0.005333983],"category_scores_gemma":[0.000025216445,0.00013384059,0.000046516892,0.00018285793,0.000076474455,0.0005644829,0.00002860302,0.00008173422,0.00042442305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008432567,0.000007210258,0.0021206012,0.000091947215,0.000011037937,0.00002195502,0.00013044864,0.00018749248,0.00007756737,0.000044259144,0.98110974,0.016113391],"study_design_scores_gemma":[0.00017691753,0.00006709976,0.0006075563,0.000031916923,0.00000906279,0.000010056649,0.00045927113,0.29095715,0.0010878986,0.00050439424,0.70587385,0.00021485],"about_ca_topic_score_codex":0.94768035,"about_ca_topic_score_gemma":0.95080453,"teacher_disagreement_score":0.29076964,"about_ca_system_score_codex":0.00008097848,"about_ca_system_score_gemma":0.0005916663,"threshold_uncertainty_score":0.99557525},"labels":[],"label_agreement":null},{"id":"W4405469287","doi":"10.1190/image2024-4098633.1","title":"Enhancing seismic image resolution using Brownian diffusion bridge model","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Bridge (graph theory); Computer science; Diffusion; Geology; Brownian bridge; Diffusion process; Image resolution; Brownian motion; Statistical physics; Computer vision; Mathematics; Innovation diffusion; Physics; Statistics","score_opus":0.02414844635295371,"score_gpt":0.2465678882025036,"score_spread":0.2224194418495499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469287","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45767573,0.0005472393,0.52131575,0.0007359925,0.0003790869,0.00010048456,0.00002708574,0.00078540517,0.018433256],"genre_scores_gemma":[0.9699729,0.000068909576,0.026391383,0.0014928894,0.00009607184,2.7233136e-7,0.000040795596,0.0000060349275,0.001930759],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907476,0.00003202344,0.00016773146,0.00027876467,0.00018718606,0.00025951213],"domain_scores_gemma":[0.9996983,0.00003640552,0.000020716194,0.00014589757,0.00002134819,0.00007732576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026496762,0.000115867675,0.00009682478,0.00016106511,0.00017660635,0.00015816627,0.00011793438,0.000057422232,0.0007843038],"category_scores_gemma":[0.000014495875,0.000093674076,0.00006263362,0.00020237277,0.000054182412,0.0004868485,0.000016910797,0.00015303903,0.00033529996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008709655,0.00006082828,0.0059682466,0.0004868307,0.00005934521,0.00020461429,0.0025190513,0.06373799,0.18754329,0.00076464686,0.21733516,0.5212329],"study_design_scores_gemma":[0.000042908217,0.00001898278,0.0005862455,0.00008967242,0.000010114016,0.00003162538,0.00004408521,0.9803785,0.011927446,0.0012478261,0.005481777,0.000140831],"about_ca_topic_score_codex":0.010520073,"about_ca_topic_score_gemma":0.00007031757,"teacher_disagreement_score":0.9166405,"about_ca_system_score_codex":0.000015700638,"about_ca_system_score_gemma":0.00006639011,"threshold_uncertainty_score":0.99606895},"labels":[],"label_agreement":null},{"id":"W4405469318","doi":"10.1190/image2024-4101160.1","title":"Reservoir characterization of various formations: probabilistic inversion approach","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Advantage Forensics (Canada)","funders":"","keywords":"Probabilistic logic; Reservoir modeling; Geology; Inversion (geology); Characterization (materials science); Computer science; Petroleum engineering; Artificial intelligence; Seismology; Materials science; Tectonics","score_opus":0.017875847526167957,"score_gpt":0.21248175927432597,"score_spread":0.194605911748158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74630845,0.00027206683,0.08152063,0.0016228121,0.0005851133,0.00056567305,0.0001126625,0.00095729757,0.16805533],"genre_scores_gemma":[0.99463266,0.000047373887,0.0036418717,0.00031008958,0.000024282472,0.0000012065008,0.00042327683,0.0000018951272,0.0009173399],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947554,0.000028267943,0.00014989873,0.000118520606,0.0001367458,0.00009102363],"domain_scores_gemma":[0.99976903,0.000036218327,0.000026745109,0.00010613854,0.000031699237,0.00003016533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019861436,0.00005611352,0.00006866228,0.00012886338,0.000051190793,0.000044758708,0.00010017784,0.00003624436,0.0006822648],"category_scores_gemma":[0.000023654931,0.00004134937,0.000029701678,0.0002593383,0.0000434182,0.0004077844,0.000007751759,0.00006393431,0.00010153255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001280531,0.00021433718,0.036598857,0.003660023,0.0001211575,0.000017133641,0.006693758,0.0025962715,0.01017925,0.025214333,0.13352345,0.78105336],"study_design_scores_gemma":[0.000044808316,0.00005637889,0.0039776242,0.000052635118,0.000009482642,0.0000079042275,0.00010443792,0.9618902,0.0023711734,0.002867065,0.028534496,0.000083756466],"about_ca_topic_score_codex":0.00079704734,"about_ca_topic_score_gemma":0.0000033937417,"teacher_disagreement_score":0.95929396,"about_ca_system_score_codex":0.0000041439166,"about_ca_system_score_gemma":0.00003357628,"threshold_uncertainty_score":0.7470321},"labels":[],"label_agreement":null},{"id":"W4405469405","doi":"10.1190/image2024-4093272.1","title":"Seismic applications of the Radon transform and a new second-order traveltime local transform","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Radon transform; Radon; Order (exchange); Geology; Computer science; Physics; Artificial intelligence","score_opus":0.009149564408384095,"score_gpt":0.2090534536979837,"score_spread":0.1999038892895996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469405","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022841109,0.0039420375,0.7822227,0.024203463,0.00025313938,0.0009680327,0.00015858395,0.00043242238,0.16497852],"genre_scores_gemma":[0.98818445,0.00014031508,0.001244058,0.0013120573,0.000030399688,0.0000021805147,0.0000142478275,0.0000034905283,0.00906879],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994304,0.000011843003,0.00014829771,0.00015944093,0.00011850321,0.00013146753],"domain_scores_gemma":[0.999748,0.000048710408,0.000012107245,0.0001132309,0.0000117798445,0.00006618314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011625359,0.00008733924,0.00009448977,0.00006078199,0.000071218776,0.00003337067,0.00013960288,0.000049971888,0.0030729831],"category_scores_gemma":[0.0000012058091,0.000052233652,0.000059406055,0.0002727131,0.00014294688,0.00014110388,0.0000026850148,0.00012580185,0.00003857785],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052271293,0.00000402183,0.00020926815,0.000051730694,0.000011304434,3.0406596e-7,0.0004532075,0.00003797801,0.000030791638,0.00023005015,0.013412663,0.98555344],"study_design_scores_gemma":[0.00018831075,0.00006803169,0.0018828968,0.00004584667,0.000032423093,0.00004879254,0.00045189724,0.301933,0.01486438,0.012917938,0.6674158,0.00015067487],"about_ca_topic_score_codex":0.0047237366,"about_ca_topic_score_gemma":0.00030851917,"teacher_disagreement_score":0.98540276,"about_ca_system_score_codex":0.0000029224034,"about_ca_system_score_gemma":0.00009677053,"threshold_uncertainty_score":0.9978383},"labels":[],"label_agreement":null},{"id":"W4405469452","doi":"10.1190/image2024-4092524.1","title":"Time-lapse seismic data shaping with transformer encoder neural networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Management Canada; University of Calgary","funders":"","keywords":"Encoder; Computer science; Transformer; Artificial neural network; Artificial intelligence; Electrical engineering; Voltage; Engineering","score_opus":0.029295852241245562,"score_gpt":0.2353554972435514,"score_spread":0.20605964500230584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469452","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11352508,0.011995187,0.52545524,0.018676195,0.0020297808,0.00097331573,0.0004359527,0.0055484185,0.32136086],"genre_scores_gemma":[0.98675245,0.00010587145,0.0020428207,0.0061748796,0.00015059038,5.670262e-7,0.0004935177,0.000007808541,0.0042715087],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990334,0.000026877551,0.00012813273,0.00036122944,0.00017127658,0.00027908842],"domain_scores_gemma":[0.99951136,0.000072145864,0.000012291321,0.000309479,0.000012274243,0.00008241912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023781002,0.00013232481,0.0001105981,0.000079082296,0.00010132089,0.00016147009,0.0003721812,0.000047478516,0.0052821194],"category_scores_gemma":[0.000003393653,0.00008403207,0.000028389022,0.00022511107,0.00010009817,0.0007272794,0.0000106058005,0.00020474088,0.00041497347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036919253,0.000007953855,0.002023968,0.000035673766,0.00004576139,0.000091187394,0.00019923464,0.019548776,0.000016414479,0.000021188245,0.30095932,0.6770136],"study_design_scores_gemma":[0.000060463863,0.00005706985,0.000111026406,0.000040378833,0.000018412298,0.00007903835,0.000066375316,0.91173327,0.00007297077,0.000064401545,0.08755034,0.00014622921],"about_ca_topic_score_codex":0.002108797,"about_ca_topic_score_gemma":0.00005779238,"teacher_disagreement_score":0.8921845,"about_ca_system_score_codex":0.0000025182742,"about_ca_system_score_gemma":0.000034433593,"threshold_uncertainty_score":0.99562716},"labels":[],"label_agreement":null},{"id":"W4405469454","doi":"10.1190/image2024-4101262.1","title":"Time-lapse processing and imaging of the Snowflake 3D DAS VSP CO2 monitoring dataset","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carbon Management Canada; University of Calgary","funders":"","keywords":"Snowflake; Computer science; Geology; Geomorphology","score_opus":0.012339553561551387,"score_gpt":0.24842474365928185,"score_spread":0.23608519009773046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90034145,0.025849005,0.0015272073,0.0070723533,0.0022155547,0.0005937314,0.0019673242,0.0012075596,0.05922579],"genre_scores_gemma":[0.9969947,0.00006143022,0.0016485148,0.00038623292,0.00007671077,3.395009e-7,0.00010147636,0.0000032161645,0.0007274185],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941254,0.000024170351,0.0001165981,0.0001691264,0.00014577949,0.0001317757],"domain_scores_gemma":[0.9997292,0.00005486984,0.000026195596,0.00013954032,0.000014436487,0.000035756482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002306824,0.0000767086,0.00007644207,0.000053080825,0.000119091696,0.00011372279,0.00015749483,0.000018127384,0.00044083883],"category_scores_gemma":[0.000016969154,0.000046194044,0.000018537352,0.00015583509,0.00014264014,0.00032090375,0.000029718763,0.00010352503,0.00004743892],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007594136,0.0000070726,0.14470021,0.00018306435,0.000012568628,0.000013891089,0.0004797886,0.000046201447,0.00087250414,0.000012933226,0.16614123,0.68752295],"study_design_scores_gemma":[0.00014467468,0.000033726046,0.019268291,0.000670688,0.00005107789,0.00010087882,0.00072270934,0.63654035,0.030174386,0.00061853905,0.31136614,0.0003085026],"about_ca_topic_score_codex":0.0010883921,"about_ca_topic_score_gemma":0.0000052955124,"teacher_disagreement_score":0.68721443,"about_ca_system_score_codex":0.0000020347793,"about_ca_system_score_gemma":0.000034566823,"threshold_uncertainty_score":0.4826876},"labels":[],"label_agreement":null},{"id":"W4405469491","doi":"10.1190/image2024-4094849.1","title":"Integrated networks for viscoelastic FWI: Mapping from Q to relaxation variables and quantifying modelling error","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Viscoelasticity; Computer science; Relaxation (psychology); Algorithm; Mathematics; Physics; Thermodynamics","score_opus":0.05856218458240056,"score_gpt":0.25380385655482113,"score_spread":0.19524167197242057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469491","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044594526,0.00088244356,0.95223814,0.00052937475,0.0004388849,0.00016666166,0.00003191791,0.0003224102,0.0007956263],"genre_scores_gemma":[0.8520701,0.000060314404,0.1465416,0.0007552578,0.0000912735,0.0000026547066,0.00017144924,0.000005023837,0.00030233347],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929863,0.00002194919,0.00015674629,0.0002727894,0.000074711184,0.00017519853],"domain_scores_gemma":[0.9994556,0.0003578526,0.000020495308,0.000072617324,0.000026547294,0.00006692318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002639735,0.000098094926,0.00010417987,0.00012485907,0.00012942929,0.00021000019,0.00007118542,0.00005744366,0.0002549404],"category_scores_gemma":[0.000038830185,0.0000757917,0.000026466705,0.00020915875,0.000018485456,0.00022669876,0.000007932816,0.00010257126,0.000028789222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069623944,0.0000075131907,0.0056009092,0.00010095293,0.000064559754,0.0000066700277,0.0012741835,0.5459071,0.00033301837,0.0013707689,0.034482382,0.41078234],"study_design_scores_gemma":[0.000044525295,0.000033992386,0.0002482263,0.00020885299,0.000013082754,0.000001807292,0.0003617444,0.9730088,0.0001110534,0.0025933222,0.023259545,0.00011501914],"about_ca_topic_score_codex":0.008182036,"about_ca_topic_score_gemma":0.00006968113,"teacher_disagreement_score":0.80747557,"about_ca_system_score_codex":0.0000052079245,"about_ca_system_score_gemma":0.000021227233,"threshold_uncertainty_score":0.99842256},"labels":[],"label_agreement":null},{"id":"W4405469506","doi":"10.1190/image2024-4092143.1","title":"Hamiltonian Monte Carlo based time-lapse seismic FWI and uncertainty quantification in CO2 monitoring: A VSP feasibility study","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Monte Carlo method; Geology; Computer science; Seismology; Statistical physics; Statistics; Mathematics; Physics","score_opus":0.030230310547190463,"score_gpt":0.2696365637074798,"score_spread":0.23940625316028932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99616593,0.0004611988,0.00017528492,0.0008404259,0.00025055517,0.00045278043,0.00002984063,0.00034374648,0.0012802556],"genre_scores_gemma":[0.99835145,0.000022083485,0.00042248005,0.00024259301,0.000033639935,0.0000043064333,0.00001680649,0.0000045714705,0.000902074],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99871755,0.00015241158,0.00023701199,0.00046490767,0.00021079795,0.00021735122],"domain_scores_gemma":[0.9994241,0.00015836662,0.000027494714,0.00026898982,0.00003210916,0.00008892774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081205694,0.0001466928,0.00016533812,0.00019405755,0.000096888914,0.00016613709,0.00014309437,0.000056657773,0.00023459023],"category_scores_gemma":[0.00004442393,0.000117600226,0.000036596663,0.00033445793,0.00007675133,0.00023152107,0.00001140868,0.0001862574,0.00011814802],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057797926,0.00009768632,0.9500212,0.00004653952,0.000012120375,0.000033061053,0.0007849493,0.005697828,0.00009132098,0.000004245488,0.0034763038,0.039676942],"study_design_scores_gemma":[0.00020275694,0.00015072727,0.23150212,0.000045779107,0.000010800935,0.0000028831118,0.0008012245,0.76485413,0.0004641882,0.000112314934,0.0017134087,0.00013969546],"about_ca_topic_score_codex":0.03712469,"about_ca_topic_score_gemma":0.0005258932,"teacher_disagreement_score":0.7591563,"about_ca_system_score_codex":0.000024334495,"about_ca_system_score_gemma":0.00007537443,"threshold_uncertainty_score":0.96928716},"labels":[],"label_agreement":null},{"id":"W4405648747","doi":"10.1002/9781394179275.ch23","title":"Multiazimuth Elastic Full‐Waveform Inversion of Fiber‐Optic and Accelerometer Vertical Seismic Profile Data","year":2024,"lang":"en","type":"other","venue":"Geophysical monograph","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carbon Management Canada; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Carbon Management Canada","keywords":"Accelerometer; Geology; Inversion (geology); Waveform; Geodesy; Vertical seismic profile; Seismology; Geophysics; Remote sensing; Computer science; Tectonics; Telecommunications","score_opus":0.020274428124443546,"score_gpt":0.23193020042525994,"score_spread":0.2116557723008164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405648747","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24734785,0.009028469,0.0011054919,0.0014954996,0.0039980183,0.0030149657,0.0068522263,0.0032780394,0.72387946],"genre_scores_gemma":[0.79183865,0.0011930272,0.019034028,0.0011854646,0.0010619572,0.000013225729,0.004650718,0.00040281317,0.18062015],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983468,0.00004568737,0.0002575665,0.0006679789,0.00032875614,0.00035321654],"domain_scores_gemma":[0.99897534,0.00008411849,0.00008161217,0.00066818483,0.00001845343,0.00017226607],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010867724,0.00031972412,0.00043645935,0.00042575598,0.000042019656,0.000057798225,0.0005139251,0.00023857501,0.0033021772],"category_scores_gemma":[0.000027326862,0.00024538042,0.000117711534,0.00037803044,0.00038686796,0.00015751559,0.00018782065,0.00039396956,0.002459281],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006155917,0.00006284166,0.00057519577,0.00062381907,0.00017297857,0.000026689664,0.00007529539,0.0000021781673,0.000042806012,0.000022148432,0.8771395,0.12119498],"study_design_scores_gemma":[0.0007491789,0.0010414326,0.004149618,0.0015816301,0.0006644135,0.0000322819,0.000115032824,0.49350885,0.00038568483,0.0034452258,0.49306637,0.0012602843],"about_ca_topic_score_codex":0.0038499618,"about_ca_topic_score_gemma":0.00001503217,"teacher_disagreement_score":0.54449075,"about_ca_system_score_codex":0.0000035230296,"about_ca_system_score_gemma":0.000030847117,"threshold_uncertainty_score":0.9999998},"labels":[],"label_agreement":null},{"id":"W4405800596","doi":"10.1190/geo2024-0242.1","title":"Filling the gap: Enhancing borehole imaging with a tensor neural network","year":2024,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Borehole; Geology; Tensor (intrinsic definition); Artificial neural network; Seismology; Computer science; Artificial intelligence; Geometry; Mathematics; Geotechnical engineering","score_opus":0.009651655124649565,"score_gpt":0.19966773754915523,"score_spread":0.19001608242450566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405800596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8937681,0.012347736,0.019711964,0.012265512,0.0032391509,0.0006603427,0.00008442219,0.0025372778,0.055385537],"genre_scores_gemma":[0.99434805,0.000029714573,0.0013636319,0.0031656434,0.0006308123,0.0000014228859,0.000028711065,0.000007211603,0.0004247839],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991728,0.000032724634,0.00010179292,0.0002092368,0.00017421981,0.00030923472],"domain_scores_gemma":[0.9995861,0.00014723593,0.000026493086,0.0001753602,0.000023099461,0.000041689123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018354908,0.000115740884,0.000090481386,0.00002527529,0.00026341874,0.0002062789,0.0001676162,0.000016007685,0.00016807806],"category_scores_gemma":[0.0000066198,0.00006592781,0.000050030278,0.00030343988,0.000086434906,0.00023162062,0.000012463867,0.00022494518,0.00017740618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000363108,0.000010291197,0.03179448,0.0000859677,0.00005989458,0.00022259427,0.0014853145,0.028483031,0.00019755248,0.000755592,0.12971197,0.807157],"study_design_scores_gemma":[0.000076820674,0.0000647206,0.007190535,0.00019675784,0.00003930944,0.000074188625,0.0004663145,0.89936227,0.0007359789,0.006353645,0.08516177,0.00027769423],"about_ca_topic_score_codex":0.0014371842,"about_ca_topic_score_gemma":0.000029413159,"teacher_disagreement_score":0.87087923,"about_ca_system_score_codex":0.0000027626666,"about_ca_system_score_gemma":0.000034314915,"threshold_uncertainty_score":0.2688458},"labels":[],"label_agreement":null},{"id":"W4405929610","doi":"10.1627/jpi.68.20","title":"Application of the Gray Level Co-occurrence Matrix (GLCM) Technique for Analyzing Fracture Networks in the Granitic Basement of Cuu Long Basin, Vietnam","year":2024,"lang":"en","type":"article","venue":"Journal of the Japan Petroleum Institute","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Geology; Structural basin; Geochemistry; Co-occurrence matrix; Matrix (chemical analysis); Fracture (geology); Basement; Seismology; Gray level; Gray (unit); Mineralogy; Geomorphology; Geotechnical engineering; Materials science; Composite material; Geography; Archaeology; Artificial intelligence; Image (mathematics); Computer science; Image processing","score_opus":0.015849056634243,"score_gpt":0.2645546341768504,"score_spread":0.2487055775426074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405929610","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21137264,0.00403296,0.7699004,0.010333907,0.0020205183,0.001274117,0.00047053778,0.000039427145,0.00055549585],"genre_scores_gemma":[0.9981789,0.00012420901,0.0008162906,0.00070995744,0.00011815312,0.000005433905,0.000015102803,0.0000033325925,0.000028609838],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986835,0.00014565526,0.0005132115,0.00012136206,0.00036661694,0.00016963239],"domain_scores_gemma":[0.99896353,0.00018802559,0.0004457613,0.00028755693,0.00008494553,0.00003019542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015974193,0.00012781257,0.00022345508,0.00015939941,0.00015565431,0.00004822818,0.0008335392,0.000060897728,0.00001967684],"category_scores_gemma":[0.00007398535,0.00005998977,0.00026068912,0.0003954987,0.0001911019,0.00024654015,0.000018422701,0.00049029116,0.0000011026098],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000358447,0.00024852017,0.6274058,0.0010621214,0.00029561037,0.000019185385,0.0019506713,0.22471222,0.0028595857,0.000866868,0.07277956,0.06744139],"study_design_scores_gemma":[0.001292622,0.0007054268,0.275174,0.004068987,0.0007355859,0.00072389335,0.0012688594,0.41217524,0.030146334,0.0056399973,0.26740202,0.00066706334],"about_ca_topic_score_codex":0.00050044304,"about_ca_topic_score_gemma":0.00008096526,"teacher_disagreement_score":0.7868063,"about_ca_system_score_codex":0.000022225817,"about_ca_system_score_gemma":0.00012778727,"threshold_uncertainty_score":0.24463117},"labels":[],"label_agreement":null},{"id":"W4406114385","doi":"10.1016/j.cageo.2024.105850","title":"An optimized 2D/3D finite-difference seismic wave propagator using rotated staggered grid for complex elastic anisotropic structures","year":2025,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"Purdue University; Rockingham County Arts Council","keywords":"Propagator; Anisotropy; Grid; Finite difference; Geology; Seismic wave; Geometry; Mathematical analysis; Computer science; Physics; Mathematics; Seismology; Optics; Mathematical physics","score_opus":0.03271190605819122,"score_gpt":0.25904235799091496,"score_spread":0.22633045193272375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406114385","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4227432,0.0001274825,0.57405126,0.00030076288,0.0016635758,0.0005283574,0.0001891461,0.0002872603,0.000108910914],"genre_scores_gemma":[0.7699496,0.000016488622,0.22756061,0.0021047012,0.00010151244,0.000004092457,0.0001802032,0.0000049040086,0.00007788381],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978899,0.00015349861,0.00037156342,0.00068664434,0.0003198129,0.00057862856],"domain_scores_gemma":[0.9988025,0.00038894668,0.00017495474,0.00033094193,0.00013129145,0.00017138728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002913155,0.00028645137,0.00036779718,0.00033258784,0.0007532131,0.00038629098,0.0007698942,0.00008193789,0.0001539163],"category_scores_gemma":[0.00009180016,0.00022750751,0.00008825463,0.0006010437,0.0005241745,0.0003718432,0.00004764099,0.00015485653,0.000005665354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054687925,0.0001939469,0.035654094,0.0003405915,0.00012674983,0.000044343506,0.0014862288,0.44165513,0.006657282,0.00042719507,0.01730875,0.4955588],"study_design_scores_gemma":[0.00052473723,0.00030222698,0.016616933,0.000071309034,0.00002860987,0.000009049831,0.00020111716,0.97594017,0.00097340334,0.0023583197,0.0026882398,0.00028589924],"about_ca_topic_score_codex":0.0028176345,"about_ca_topic_score_gemma":0.00002707912,"teacher_disagreement_score":0.534285,"about_ca_system_score_codex":0.000021780823,"about_ca_system_score_gemma":0.00028269808,"threshold_uncertainty_score":0.9277487},"labels":[],"label_agreement":null},{"id":"W4406155761","doi":"10.1190/geo2024-0217.1","title":"Elastic wavefield separation of DAS-VSP data based on nonstationary polarization projection","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Geology; Polarization (electrochemistry); Chemistry","score_opus":0.017879541032613785,"score_gpt":0.2784415239002682,"score_spread":0.2605619828676544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406155761","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28348178,0.00011376613,0.60612315,0.0032028293,0.002081894,0.0010066057,0.00086153456,0.0004956708,0.10263275],"genre_scores_gemma":[0.99420446,0.0000051873526,0.0023511043,0.0011770888,0.000035245866,7.018072e-7,0.001861323,0.000001441973,0.00036343135],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999457,0.00003740745,0.00012247296,0.00016565426,0.00014050132,0.00007695111],"domain_scores_gemma":[0.99949944,0.00011348218,0.000062316714,0.0002613468,0.000050018898,0.0000133897265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011387477,0.000060856684,0.00006954813,0.00010264152,0.00008458741,0.000016925025,0.00013935851,0.00003711037,0.00007563061],"category_scores_gemma":[0.00005032846,0.000056265835,0.000017062097,0.00029143144,0.00003078641,0.00022694106,0.000009747124,0.000071979804,0.000031435407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036816884,0.0003052204,0.16047071,0.00028440283,0.00005749577,0.0000034525137,0.0002893612,0.02223182,0.0022829366,0.0044127936,0.08649937,0.7227943],"study_design_scores_gemma":[0.00013632498,0.000104770406,0.041092187,0.000052703454,0.00001756166,2.7315633e-7,0.000042655112,0.9504421,0.0029501892,0.0022951164,0.002793902,0.00007223248],"about_ca_topic_score_codex":0.0012985273,"about_ca_topic_score_gemma":0.000013759524,"teacher_disagreement_score":0.92821026,"about_ca_system_score_codex":0.000003647469,"about_ca_system_score_gemma":0.00009603675,"threshold_uncertainty_score":0.22944543},"labels":[],"label_agreement":null},{"id":"W4406252032","doi":"10.1108/wje-08-2024-0468","title":"Hydrocarbon reservoir definition and delineation using log analysis, petrophysics and rock physics in Y-Field, offshore Nigerian Niger Delta","year":2025,"lang":"en","type":"article","venue":"World Journal of Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Niger delta; Petrophysics; Submarine pipeline; Petroleum engineering; Geology; Delta; Field (mathematics); Petrology; Geomorphology; Geotechnical engineering; Engineering; Mathematics","score_opus":0.017605458949293665,"score_gpt":0.23109564021846526,"score_spread":0.2134901812691716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406252032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8509691,0.0012824347,0.14720643,0.00021461707,0.000101696496,0.00003071313,0.000002332898,0.0000133474605,0.00017934514],"genre_scores_gemma":[0.99339503,0.0001639615,0.0061591673,0.00018375753,0.00006200501,1.0510532e-7,0.0000073949827,0.0000022920478,0.000026260974],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943817,0.000021200663,0.00023486078,0.00009012152,0.00010330248,0.000112337984],"domain_scores_gemma":[0.9996913,0.000083618535,0.000081298225,0.000061173945,0.00004254663,0.00004008404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018057818,0.00008320973,0.00018154258,0.00048438623,0.000041833748,0.0000426614,0.000059032645,0.000028599385,0.000007917504],"category_scores_gemma":[0.00004189663,0.00007807441,0.000042352458,0.00065483263,0.0000076091064,0.00021321021,0.000009659874,0.00018564168,2.5830838e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051600276,0.000013926271,0.45513496,0.000054418968,0.000118824544,0.000020537365,0.00016642413,0.514976,0.00080443866,0.00015355332,0.0001906327,0.02831464],"study_design_scores_gemma":[0.00017631928,0.000033020475,0.02198215,0.00013816402,0.00008677456,0.0000075816247,0.00006631207,0.9750367,0.0012375523,0.00066153926,0.00048423727,0.00008966006],"about_ca_topic_score_codex":0.00040645845,"about_ca_topic_score_gemma":0.00010881923,"teacher_disagreement_score":0.46006066,"about_ca_system_score_codex":0.000011511522,"about_ca_system_score_gemma":0.00002102265,"threshold_uncertainty_score":0.3183782},"labels":[],"label_agreement":null},{"id":"W4406369262","doi":"10.1121/10.0034918","title":"Passive acoustic monitoring of a major seismic event at the Main Endeavour Hydrothermal Vent Field","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hydrothermal vent; Hydrothermal circulation; Event (particle physics); Seismology; Field (mathematics); Geology; Environmental science","score_opus":0.008812954482633768,"score_gpt":0.23471710471013,"score_spread":0.22590415022749621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406369262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51307106,0.010656141,0.3641979,0.10727626,0.0031181024,0.00062897685,0.00015310934,0.00008202051,0.0008164206],"genre_scores_gemma":[0.9945213,0.00067766086,0.0019834852,0.0022378631,0.00023757112,4.1590073e-7,4.3901397e-7,0.000005727207,0.0003355003],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998649,0.00017404089,0.00036862367,0.000085575804,0.00050693867,0.00021582557],"domain_scores_gemma":[0.9982065,0.0011713959,0.0002813946,0.000229812,0.000053344425,0.000057539393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067686744,0.00011751206,0.00021531821,0.00001965427,0.00019676557,0.000018939649,0.0006179523,0.0000521397,0.0003947263],"category_scores_gemma":[0.00011161691,0.00005062236,0.00041231053,0.0002057074,0.00044624374,0.00006640975,0.00007697694,0.00048225955,0.0000108978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004259144,0.000115480994,0.0035041545,0.00032970204,0.00086123444,0.000022580592,0.005327726,0.17182654,0.024173344,0.0000051353995,0.45501113,0.33839706],"study_design_scores_gemma":[0.0002540855,0.0006604435,0.0038360856,0.0006086516,0.0005858582,0.00029913906,0.0052752183,0.93463105,0.04089789,0.001909558,0.0108639235,0.00017809503],"about_ca_topic_score_codex":0.00079411786,"about_ca_topic_score_gemma":8.218519e-7,"teacher_disagreement_score":0.7628045,"about_ca_system_score_codex":0.000030483463,"about_ca_system_score_gemma":0.00009817367,"threshold_uncertainty_score":0.4321976},"labels":[],"label_agreement":null},{"id":"W4406386410","doi":"10.1016/0967-0653(94)91255-6","title":"10.1016/0967-0653(94)91255-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Seismology; Geology; Seismic tomography; Tomography; Geophysics; Physics; Optics","score_opus":0.0067583393583847025,"score_gpt":0.16201549715101002,"score_spread":0.1552571577926253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406386410","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060264167,0.00010206436,0.0000019369954,0.0006180116,0.0000033523092,0.000094178904,0.00003326693,0.0003036014,0.99824095],"genre_scores_gemma":[0.00064461114,8.999605e-7,0.00045182352,0.0007190194,0.00009477465,9.843577e-7,0.000069580776,0.0000045059305,0.9980138],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991871,0.000037903977,0.00012766116,0.00020952582,0.00017511642,0.00026267418],"domain_scores_gemma":[0.99955904,0.000041611816,0.000019536617,0.00021040459,0.000019676061,0.00014970251],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016668373,0.00011185195,0.0001176831,0.00007436414,0.000111182504,0.00005200908,0.00024741085,0.00004740827,0.99936485],"category_scores_gemma":[0.000017597782,0.00009722522,0.000046850975,0.0001828959,0.00004478934,0.00014872735,0.0000074102936,0.00009937519,0.99794585],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014574521,0.0000037900038,0.0000021316753,0.0000011193366,0.0000021981832,0.000002454824,0.0000068424283,0.000034761706,0.0000010274574,7.0850376e-8,0.44698876,0.5529423],"study_design_scores_gemma":[0.00007663884,0.00011827184,0.00012596042,0.000011192833,0.0000057043662,0.000011173689,0.0000017870849,0.003804783,0.00022277716,0.000031526615,0.9954389,0.00015131902],"about_ca_topic_score_codex":0.0011744231,"about_ca_topic_score_gemma":5.7837207e-7,"teacher_disagreement_score":0.55279094,"about_ca_system_score_codex":0.000003924138,"about_ca_system_score_gemma":0.000019300405,"threshold_uncertainty_score":0.39647293},"labels":[],"label_agreement":null},{"id":"W4406390450","doi":"10.1016/s1553-3212(05)71268-1","title":"10.1016/s1553-3212(05)71268-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0060037678399718795,"score_gpt":0.15861399592716457,"score_spread":0.15261022808719268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406390450","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008816329,0.00008517438,0.0000025395948,0.00075477106,0.0000037570205,0.0000968984,0.000031154865,0.00030832388,0.99783576],"genre_scores_gemma":[0.00075105653,0.0000010338373,0.00053145114,0.0008803235,0.00009469615,0.0000010162104,0.000056190653,0.0000046932128,0.99767953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917275,0.0000374745,0.00013035254,0.00021301408,0.00017622956,0.00027020051],"domain_scores_gemma":[0.9995495,0.00004196161,0.000020377367,0.00021525865,0.000020480322,0.00015241613],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001691875,0.00011437104,0.00012207127,0.00008049789,0.000111562236,0.000050428745,0.00024818946,0.00004820297,0.9991441],"category_scores_gemma":[0.000017220591,0.00009960121,0.000047963713,0.00018761486,0.00004461821,0.00014498786,0.000007826028,0.00010093044,0.99640507],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016221964,0.0000037982384,0.0000025739764,0.0000011395971,0.0000021767482,0.0000032130004,0.000006902111,0.000036816786,0.0000015225995,5.7019285e-8,0.49093735,0.5089882],"study_design_scores_gemma":[0.000092045244,0.00013705567,0.00018900404,0.000011596698,0.0000058328246,0.000015882142,0.0000018792517,0.004150674,0.00020053834,0.00003165241,0.9950107,0.00015318637],"about_ca_topic_score_codex":0.0012243765,"about_ca_topic_score_gemma":5.7089284e-7,"teacher_disagreement_score":0.508835,"about_ca_system_score_codex":0.000004182124,"about_ca_system_score_gemma":0.000020670102,"threshold_uncertainty_score":0.40616196},"labels":[],"label_agreement":null},{"id":"W4406390593","doi":"10.1016/s1541-9800(05)70139-3","title":"10.1016/s1541-9800(05)70139-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.006045597203703726,"score_gpt":0.15934084439535479,"score_spread":0.15329524719165105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406390593","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008785578,0.00008902444,0.0000021268067,0.0007745643,0.0000037321556,0.00009777249,0.000031416075,0.00030630888,0.9978165],"genre_scores_gemma":[0.0007825404,0.0000010570141,0.00049608585,0.0008425322,0.00009517171,0.0000010390361,0.000056352106,0.0000047019707,0.99772054],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991709,0.000037578615,0.00013030623,0.00021340206,0.00017784956,0.00026996902],"domain_scores_gemma":[0.9995482,0.000041737803,0.000020091089,0.00021623513,0.000020580763,0.00015314046],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001648892,0.00011507767,0.000120955025,0.00007939545,0.00011163164,0.000052375362,0.00024868455,0.000047781858,0.99928206],"category_scores_gemma":[0.000017354256,0.00009992467,0.000047849036,0.00018616731,0.000045419005,0.00014834227,0.000007771906,0.00009979639,0.9965103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014439858,0.000003801411,0.0000021526034,0.0000010971694,0.0000021439143,0.000002912619,0.000006439583,0.00003513394,0.0000014960593,5.5031535e-8,0.49732018,0.50261015],"study_design_scores_gemma":[0.000084649146,0.00013601805,0.00018150333,0.000011645093,0.000005865838,0.000014952514,0.0000018593832,0.004235284,0.00020343046,0.000033474345,0.9949374,0.0001538835],"about_ca_topic_score_codex":0.0012103667,"about_ca_topic_score_gemma":5.3409474e-7,"teacher_disagreement_score":0.50245625,"about_ca_system_score_codex":0.0000040895125,"about_ca_system_score_gemma":0.000020179497,"threshold_uncertainty_score":0.40748098},"labels":[],"label_agreement":null},{"id":"W4406392280","doi":"10.1016/s0967-0653(98)82845-7","title":"10.1016/s0967-0653(98)82845-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Shear (geology); Dispersion (optics); Crust; Seismology; Wave velocity; Oceanic crust; Geophysics; Oceanography; Petrology; Subduction; Physics; Optics","score_opus":0.006911025164668668,"score_gpt":0.16476879237432718,"score_spread":0.15785776720965852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406392280","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029117192,0.000089117144,0.0000017452636,0.00062769285,0.0000030604174,0.00009241621,0.000028210503,0.00029035486,0.9985762],"genre_scores_gemma":[0.00031137367,9.845238e-7,0.00044676856,0.0006009738,0.00009750103,9.679624e-7,0.000055157645,0.000004444045,0.9984818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920315,0.000037172482,0.0001248742,0.00020501544,0.00017226808,0.0002575275],"domain_scores_gemma":[0.9995702,0.00003909382,0.000019234307,0.00020607153,0.000019753083,0.00014564066],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016570666,0.00011022439,0.00011958389,0.000073275776,0.00010718903,0.00005006993,0.00024172165,0.000046893474,0.9997498],"category_scores_gemma":[0.000016828091,0.0000953842,0.000046133755,0.00017844424,0.00004444156,0.00014025006,0.000007384577,0.00010012897,0.9994051],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000152087605,0.0000034999466,7.518696e-7,0.0000011046818,0.0000022002455,0.0000022484016,0.0000064547953,0.00003893414,3.7278923e-7,6.14934e-8,0.47729966,0.5226295],"study_design_scores_gemma":[0.00007981983,0.0001138147,0.00006906154,0.000011431311,0.000005902115,0.000009286794,0.0000019030867,0.0039805262,0.0001570159,0.000033389377,0.99538976,0.00014806149],"about_ca_topic_score_codex":0.0013165444,"about_ca_topic_score_gemma":6.5783274e-7,"teacher_disagreement_score":0.52248144,"about_ca_system_score_codex":0.0000039715055,"about_ca_system_score_gemma":0.000019212612,"threshold_uncertainty_score":0.3889655},"labels":[],"label_agreement":null},{"id":"W4406398082","doi":"10.1016/0967-0653(94)91257-2","title":"10.1016/0967-0653(94)91257-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ridge; Geology; Morphology (biology); Oceanography; Paleontology","score_opus":0.006837926389111369,"score_gpt":0.16260880793456292,"score_spread":0.15577088154545154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406398082","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005461402,0.00010562058,0.000002072835,0.00067518605,0.0000033271576,0.000094156625,0.00003324963,0.0003038856,0.99823636],"genre_scores_gemma":[0.0005929935,9.0168436e-7,0.00045370735,0.0007141602,0.000094938325,9.861125e-7,0.00006998927,0.000004506961,0.9980678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991872,0.000037938804,0.00012765017,0.00020956043,0.00017501987,0.00026268137],"domain_scores_gemma":[0.99955946,0.0000416383,0.00001953352,0.00021071138,0.0000198693,0.00014880951],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016656696,0.00011187164,0.00011772707,0.00007434163,0.00011111326,0.000051960382,0.0002473682,0.000047395377,0.9993676],"category_scores_gemma":[0.000017440256,0.000097228636,0.000046877532,0.00018266134,0.000044786477,0.00014858475,0.0000074099585,0.00009937165,0.99795955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000146258335,0.0000037741925,0.0000022846689,0.0000011129631,0.0000022099389,0.000002473091,0.0000068285585,0.000034649114,8.691792e-7,6.601574e-8,0.4460763,0.55385476],"study_design_scores_gemma":[0.00007684202,0.000118146374,0.00013478618,0.0000111737,0.000005831571,0.00001120461,0.0000017731364,0.0038404644,0.0001843782,0.00003060539,0.99543345,0.00015133135],"about_ca_topic_score_codex":0.0012063353,"about_ca_topic_score_gemma":6.0446007e-7,"teacher_disagreement_score":0.5537035,"about_ca_system_score_codex":0.0000039215956,"about_ca_system_score_gemma":0.000019239245,"threshold_uncertainty_score":0.39648685},"labels":[],"label_agreement":null},{"id":"W4406398123","doi":"10.1016/0967-0653(94)92239-x","title":"10.1016/0967-0653(94)92239-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.006764535894831885,"score_gpt":0.16205039116217723,"score_spread":0.15528585526734534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406398123","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058965856,0.00010385508,0.0000020008276,0.00061293977,0.0000034033308,0.00009415043,0.000032299104,0.00030355479,0.9982581],"genre_scores_gemma":[0.00065564003,9.0445076e-7,0.0004434093,0.0007137097,0.00009731112,9.633515e-7,0.000067855326,0.0000045085176,0.9980157],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991868,0.000037930557,0.00012793136,0.00020970126,0.00017497686,0.00026267537],"domain_scores_gemma":[0.9995586,0.00004167721,0.000019566354,0.00021080094,0.00001988534,0.00014946975],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016657347,0.00011192304,0.00011777447,0.00007441614,0.00011109273,0.00005195938,0.00024706856,0.00004741509,0.99936974],"category_scores_gemma":[0.000017553608,0.00009727636,0.000046890527,0.0001825642,0.000044684235,0.0001485142,0.0000074140316,0.000099647936,0.99797446],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014652572,0.0000038607263,0.0000026854368,0.0000011258218,0.0000021991948,0.0000024814433,0.000006853561,0.000028134678,8.1927806e-7,6.9359594e-8,0.4478707,0.5520664],"study_design_scores_gemma":[0.000078109995,0.000119600365,0.0001586029,0.000011203087,0.000005804682,0.000011208185,0.0000017819805,0.003675948,0.00018261676,0.0000315656,0.99557215,0.00015142655],"about_ca_topic_score_codex":0.0014125822,"about_ca_topic_score_gemma":6.3716845e-7,"teacher_disagreement_score":0.551915,"about_ca_system_score_codex":0.000003918561,"about_ca_system_score_gemma":0.000019272353,"threshold_uncertainty_score":0.3966815},"labels":[],"label_agreement":null},{"id":"W4406412716","doi":"10.1016/s1541-9800(10)70395-1","title":"10.1016/s1541-9800(10)70395-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.006218807814802691,"score_gpt":0.15959014380417114,"score_spread":0.15337133598936845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406412716","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068677857,0.00009884277,0.0000016813349,0.00065391156,0.000003041802,0.00009637224,0.000035966936,0.00031061436,0.9981128],"genre_scores_gemma":[0.0005999749,9.835156e-7,0.00045056888,0.00061413256,0.00009867466,0.0000010981215,0.000070399496,0.0000050114077,0.99815917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991328,0.000040238716,0.00013726852,0.00022445942,0.00018663864,0.00027856647],"domain_scores_gemma":[0.99952215,0.000046202265,0.000021876729,0.00022867322,0.000024189654,0.00015692487],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017560729,0.000121560515,0.00012757487,0.00008247338,0.000117656404,0.00005537527,0.00026172271,0.000051263338,0.9996591],"category_scores_gemma":[0.000021284846,0.00010501523,0.000050862007,0.00019093633,0.000047889396,0.00015224518,0.000008547977,0.0000961568,0.9978125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019779813,0.000004090572,0.0000017177996,0.000001206775,0.0000023359223,0.0000024909468,0.00000573289,0.00003364692,0.000001431492,4.1519254e-8,0.5118502,0.48807737],"study_design_scores_gemma":[0.00008960506,0.00014320915,0.00014773717,0.000012065042,0.0000064468068,0.000010747255,0.0000016699073,0.004570537,0.00021623685,0.000027638329,0.9946118,0.00016232132],"about_ca_topic_score_codex":0.0010005693,"about_ca_topic_score_gemma":5.274631e-7,"teacher_disagreement_score":0.48791504,"about_ca_system_score_codex":0.000004417163,"about_ca_system_score_gemma":0.00002258899,"threshold_uncertainty_score":0.42823967},"labels":[],"label_agreement":null},{"id":"W4406413142","doi":"10.1016/s1541-9800(11)70648-2","title":"10.1016/s1541-9800(11)70648-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.005934982150419574,"score_gpt":0.1584378451061861,"score_spread":0.15250286295576654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406413142","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013185154,0.00008057723,0.0000021219796,0.0007684194,0.0000033791073,0.00009642314,0.000030792344,0.00030606822,0.9973937],"genre_scores_gemma":[0.0009288681,9.1238354e-7,0.00054832967,0.0006999989,0.000096127216,0.0000010230218,0.000055402415,0.000004703106,0.99766463],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917173,0.000038316557,0.0001303983,0.00021403715,0.00017851108,0.0002669915],"domain_scores_gemma":[0.9995463,0.00004572464,0.00002000327,0.00021926648,0.000020063657,0.00014863207],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017092933,0.00011451187,0.000120235505,0.00007882229,0.00011221372,0.00005161709,0.00025368977,0.00004804827,0.9993091],"category_scores_gemma":[0.000018192019,0.00009974743,0.000047525824,0.00018497441,0.00004666391,0.00014244847,0.00000789513,0.000086462875,0.9958553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011327587,0.0000039059732,0.0000064818482,0.0000011803488,0.0000018208561,0.000002477161,0.0000064573537,0.000038176662,0.0000013032843,6.822975e-8,0.49529144,0.5046354],"study_design_scores_gemma":[0.00008152479,0.000098808705,0.0002571951,0.000011725529,0.000005851495,0.000011606458,0.0000017977234,0.004290685,0.00020789828,0.000029473513,0.9948495,0.00015391657],"about_ca_topic_score_codex":0.0016572017,"about_ca_topic_score_gemma":0.0000011510634,"teacher_disagreement_score":0.50448143,"about_ca_system_score_codex":0.0000039956603,"about_ca_system_score_gemma":0.000019999665,"threshold_uncertainty_score":0.40675822},"labels":[],"label_agreement":null},{"id":"W4406413250","doi":"10.1016/s1553-3212(08)70130-4","title":"10.1016/s1553-3212(08)70130-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.005886406115842582,"score_gpt":0.15795945624036445,"score_spread":0.15207305012452188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406413250","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007974294,0.000107559084,0.0000034665236,0.000664914,0.0000032532082,0.00010160522,0.000029691551,0.00030881728,0.9979833],"genre_scores_gemma":[0.00079933886,0.0000012280636,0.0005153017,0.0007095348,0.00009937189,0.000001073414,0.00005386547,0.0000047079357,0.99781555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916804,0.000041233347,0.00013139399,0.000213009,0.00017825616,0.00026807372],"domain_scores_gemma":[0.99952567,0.00006520395,0.000020326994,0.00021597443,0.000020695988,0.00015212486],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018175233,0.000114989576,0.00012032514,0.00007648968,0.00011171658,0.0000523329,0.00024883953,0.00004780484,0.99929917],"category_scores_gemma":[0.00002775431,0.000100118334,0.00004777919,0.00018406018,0.00004523345,0.00014793366,0.0000077546465,0.00010012385,0.997455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012743577,0.0000037758855,0.000002867586,0.0000011529094,0.000002229538,0.0000026612504,0.000006443211,0.00003984727,0.0000013885419,7.607071e-8,0.4816322,0.5182946],"study_design_scores_gemma":[0.00008254236,0.000118240576,0.00022531023,0.000011711285,0.000005750555,0.00001195081,0.000001762676,0.004485083,0.0001907605,0.000034415814,0.994678,0.00015447005],"about_ca_topic_score_codex":0.0010829661,"about_ca_topic_score_gemma":3.9275568e-7,"teacher_disagreement_score":0.51814014,"about_ca_system_score_codex":0.0000040330133,"about_ca_system_score_gemma":0.000020257638,"threshold_uncertainty_score":0.40827072},"labels":[],"label_agreement":null},{"id":"W4406413884","doi":"10.1016/s1553-3212(05)71255-3","title":"10.1016/s1553-3212(05)71255-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.006013760991799773,"score_gpt":0.1586317114362115,"score_spread":0.15261795044441173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406413884","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009407117,0.00008704902,0.000002216925,0.00075602107,0.0000038376675,0.00009661022,0.000031794145,0.00030988597,0.99777186],"genre_scores_gemma":[0.0008312575,0.000001026052,0.0004918863,0.0008697744,0.00009706089,0.0000010107823,0.000056689554,0.000004707462,0.9976466],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991703,0.00003712737,0.00013026012,0.00021354233,0.00017825532,0.0002705101],"domain_scores_gemma":[0.99954736,0.00004192353,0.000020309782,0.00021673467,0.00002024422,0.00015341955],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016626218,0.00011508392,0.00012133888,0.000079476515,0.000112116075,0.00005192233,0.00024904526,0.000047836256,0.99917144],"category_scores_gemma":[0.00001763384,0.00010000594,0.000047989477,0.0001863954,0.000045398952,0.00014712656,0.000007777229,0.00010006723,0.9962992],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016292235,0.0000038526027,0.0000023061516,0.0000011105526,0.0000021721023,0.0000030664428,0.0000069347443,0.000037095284,0.0000014582821,5.577125e-8,0.49044338,0.50948226],"study_design_scores_gemma":[0.00009236411,0.00013619981,0.00018844235,0.0000114382,0.000005857962,0.0000149435255,0.0000018802014,0.004121441,0.00020140738,0.000031008512,0.99504095,0.00015404556],"about_ca_topic_score_codex":0.0012002551,"about_ca_topic_score_gemma":5.717631e-7,"teacher_disagreement_score":0.50932825,"about_ca_system_score_codex":0.00000416267,"about_ca_system_score_gemma":0.000020741738,"threshold_uncertainty_score":0.4078124},"labels":[],"label_agreement":null},{"id":"W4406414040","doi":"10.1016/s1541-9800(12)70401-5","title":"10.1016/s1541-9800(12)70401-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Goniometer; Optics; Physics","score_opus":0.0063228063987851016,"score_gpt":0.1566414290997429,"score_spread":0.1503186227009578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406414040","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008103573,0.000079684054,0.0000020510934,0.0005994839,0.0000031469408,0.000096483134,0.000032108695,0.00030343077,0.9980733],"genre_scores_gemma":[0.00076731184,0.0000010986627,0.0005037999,0.0007325553,0.00009544248,9.915312e-7,0.000057891306,0.0000046951122,0.99783623],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991736,0.00003742573,0.00013009076,0.00021316535,0.00017803725,0.00026771415],"domain_scores_gemma":[0.9995519,0.000041782085,0.000019964698,0.00021716524,0.000017532751,0.00015168548],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001646817,0.00011480305,0.0001205941,0.000078122466,0.00011171685,0.000051529427,0.0002480828,0.000047348283,0.9993206],"category_scores_gemma":[0.000016989678,0.000099894074,0.0000470675,0.00014535857,0.00004521064,0.00014582896,0.000007752545,0.000099562385,0.99626464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016289161,0.0000038881435,0.0000039204883,0.0000011107131,0.0000022947027,0.0000024734227,0.000006812101,0.00003484842,0.0000015805634,5.119082e-8,0.48012403,0.5198027],"study_design_scores_gemma":[0.000084571126,0.00012982286,0.0002411519,0.00001141614,0.000006143305,0.0000116101755,0.0000017756996,0.0039217123,0.00019551242,0.00003059359,0.9952116,0.0001540627],"about_ca_topic_score_codex":0.0012279076,"about_ca_topic_score_gemma":8.869554e-7,"teacher_disagreement_score":0.5196486,"about_ca_system_score_codex":0.0000039619367,"about_ca_system_score_gemma":0.000019959121,"threshold_uncertainty_score":0.4073562},"labels":[],"label_agreement":null},{"id":"W4406414861","doi":"10.1016/s0967-0653(97)87713-7","title":"10.1016/s0967-0653(97)87713-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Geology; Waveform; Reflection (computer programming); Geodesy; Seismology; Frequency domain; Geophysics; Mathematical analysis; Mathematics; Computer science; Telecommunications","score_opus":0.007840218386041658,"score_gpt":0.16474154299790653,"score_spread":0.15690132461186487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406414861","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019854822,0.00011109035,0.0000020131058,0.0006028719,0.0000030575645,0.000097349635,0.000030222878,0.0002996024,0.99865526],"genre_scores_gemma":[0.00018618951,0.0000010908082,0.00048165428,0.0006372083,0.000098591074,9.695631e-7,0.000060408416,0.000004620941,0.99852926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991663,0.000039782703,0.00013151276,0.00021408247,0.00017982743,0.00026847067],"domain_scores_gemma":[0.9995465,0.000044362478,0.000020337606,0.00021441685,0.000020928197,0.000153413],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001747452,0.00011610194,0.000120935605,0.00007735499,0.000113114176,0.00005313323,0.00025170448,0.000049374983,0.99969137],"category_scores_gemma":[0.000018805009,0.00010064689,0.00004869966,0.00018631674,0.000045231136,0.00014836884,0.000007630222,0.000104503226,0.99971455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020047604,0.000004479512,0.0000012756159,0.000001352399,0.0000026344162,0.0000029614478,0.000007902171,0.000043162698,3.5179718e-7,7.02901e-8,0.32217807,0.6777377],"study_design_scores_gemma":[0.000086632,0.00011906265,0.000033391156,0.000011649722,0.0000060281773,0.000010576547,0.0000020181672,0.004015558,0.00018404552,0.000030672676,0.99534446,0.00015591168],"about_ca_topic_score_codex":0.0011950365,"about_ca_topic_score_gemma":5.9350276e-7,"teacher_disagreement_score":0.6775818,"about_ca_system_score_codex":0.0000039349825,"about_ca_system_score_gemma":0.00001961826,"threshold_uncertainty_score":0.4104261},"labels":[],"label_agreement":null},{"id":"W4406415102","doi":"10.1016/s1541-9800(10)70614-1","title":"10.1016/s1541-9800(10)70614-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical education; Business; Medicine","score_opus":0.0061907529946729125,"score_gpt":0.15893086858322578,"score_spread":0.15274011558855285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406415102","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005593137,0.00009357266,0.0000021357534,0.0006368322,0.0000030681313,0.00009654393,0.000034196113,0.00031060833,0.9982637],"genre_scores_gemma":[0.0004888124,9.996322e-7,0.0005535541,0.00061485753,0.00009817168,0.0000011006184,0.0000706216,0.000005008182,0.99816686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991343,0.000040263498,0.0001370177,0.00022415105,0.00018619299,0.00027808247],"domain_scores_gemma":[0.99952376,0.00004558279,0.000021886786,0.00022821211,0.000023894145,0.00015663716],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017552912,0.00012147311,0.00012737849,0.000083419225,0.00011708889,0.000055314278,0.00026112754,0.000051184434,0.999661],"category_scores_gemma":[0.000021023498,0.00010580179,0.000050822036,0.0001921377,0.00004839948,0.00015232725,0.000008538668,0.00009590238,0.99786013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020025078,0.0000041363965,0.0000017202981,0.0000012186566,0.000002360156,0.0000025154436,0.000006208551,0.000026665257,0.0000014577204,4.3290196e-8,0.5087343,0.49119937],"study_design_scores_gemma":[0.000089859546,0.00014269285,0.0001557122,0.000012051247,0.0000064547135,0.000010716433,0.0000017630026,0.0042910455,0.00021700996,0.000027676344,0.9948829,0.00016213134],"about_ca_topic_score_codex":0.001020087,"about_ca_topic_score_gemma":5.318256e-7,"teacher_disagreement_score":0.49103725,"about_ca_system_score_codex":0.0000044209573,"about_ca_system_score_gemma":0.00002266219,"threshold_uncertainty_score":0.43144715},"labels":[],"label_agreement":null},{"id":"W4406420275","doi":"10.1016/0967-0653(96)82352-0","title":"10.1016/0967-0653(96)82352-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Crust; Anisotropy; Geology; Seismology; Scattering; Geophysics; Physics; Optics","score_opus":0.006715394476078043,"score_gpt":0.1612388836542142,"score_spread":0.15452348917813616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406420275","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006602865,0.00008651507,0.0000018351634,0.0006505421,0.0000030784795,0.00009188655,0.000030310077,0.00029360646,0.99818194],"genre_scores_gemma":[0.00080772245,8.995609e-7,0.0004115313,0.0007551687,0.00009157048,9.866133e-7,0.000068973306,0.000004381737,0.99785876],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920946,0.00003817616,0.00012698272,0.00020242475,0.00017030504,0.00025263274],"domain_scores_gemma":[0.99957204,0.00004019691,0.000019401536,0.00020404978,0.000019465824,0.00014482684],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016388128,0.00010945851,0.00011541662,0.00007700437,0.000105822946,0.000050653907,0.00024242449,0.000047586364,0.9992922],"category_scores_gemma":[0.000018224362,0.000095033225,0.0000435308,0.00018756738,0.000044663382,0.00015159338,0.000007756012,0.00010243803,0.9977777],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014635655,0.0000037641785,0.0000029970436,0.00000113142,0.0000021382916,0.000002256842,0.000008447016,0.00003369829,8.2079424e-7,6.723883e-8,0.43850607,0.56142396],"study_design_scores_gemma":[0.000076483695,0.00011893797,0.000118565826,0.000011026029,0.0000053750286,0.000010401008,0.0000023923249,0.0034620154,0.00022141081,0.000027265958,0.99579847,0.00014767547],"about_ca_topic_score_codex":0.00096362416,"about_ca_topic_score_gemma":5.0237384e-7,"teacher_disagreement_score":0.5612763,"about_ca_system_score_codex":0.0000039054403,"about_ca_system_score_gemma":0.00001939206,"threshold_uncertainty_score":0.38753423},"labels":[],"label_agreement":null},{"id":"W4406425334","doi":"10.1016/0967-0653(93)90183-8","title":"10.1016/0967-0653(93)90183-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"In situ; Pore water pressure; Geology; Oceanography; Environmental science; Geotechnical engineering; Meteorology; Geography","score_opus":0.006298103217035898,"score_gpt":0.1583578308563267,"score_spread":0.15205972763929082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406425334","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065861223,0.000093567214,0.0000018823505,0.0006349128,0.000003380966,0.0000935277,0.000032747044,0.00030112077,0.99818027],"genre_scores_gemma":[0.0006434388,9.411753e-7,0.00046177118,0.00071901415,0.00009576602,9.770557e-7,0.00006914257,0.0000044901067,0.99800444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991892,0.000037384987,0.00012698967,0.00020907546,0.00017403073,0.00026330183],"domain_scores_gemma":[0.99956125,0.00004100927,0.000019419169,0.00020970499,0.000019769242,0.0001488725],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016586142,0.00011169257,0.000116826726,0.000073515235,0.00011157913,0.00005189965,0.0002479501,0.000047225025,0.99940985],"category_scores_gemma":[0.00001728267,0.00009680664,0.000046566765,0.00018008244,0.000045186145,0.0001434821,0.000007425008,0.00009777953,0.9980321],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001482381,0.0000038142766,0.0000026174969,0.0000011462826,0.0000021891278,0.00000238539,0.0000070444803,0.000034127203,8.430947e-7,7.1755835e-8,0.44254696,0.55738395],"study_design_scores_gemma":[0.0000760997,0.000120498546,0.00014681554,0.00001128028,0.000005775441,0.0000112188445,0.0000018910171,0.0037101363,0.00017800412,0.00003025322,0.9955575,0.00015056245],"about_ca_topic_score_codex":0.00115675,"about_ca_topic_score_gemma":5.735488e-7,"teacher_disagreement_score":0.5572334,"about_ca_system_score_codex":0.000003924033,"about_ca_system_score_gemma":0.00001901589,"threshold_uncertainty_score":0.394766},"labels":[],"label_agreement":null},{"id":"W4406427450","doi":"10.1016/s1544-8800(05)70435-8","title":"10.1016/s1544-8800(05)70435-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.006089234735053302,"score_gpt":0.15976852035554942,"score_spread":0.15367928562049613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406427450","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009760206,0.00008506976,0.0000025012982,0.0007467118,0.0000036790884,0.0000965021,0.000031602773,0.00030503178,0.9977529],"genre_scores_gemma":[0.00078806886,0.0000012423395,0.00049402425,0.0006687155,0.000092010996,9.965089e-7,0.000053879096,0.0000046803234,0.9978964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913937,0.00003656912,0.00012774962,0.00021267946,0.00017428989,0.00030936202],"domain_scores_gemma":[0.9995615,0.000041711046,0.000019656223,0.00021349317,0.000019757867,0.00014391435],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017824715,0.000114118564,0.00011972031,0.00007772915,0.00010968113,0.000048584705,0.00024818667,0.000047496073,0.9989606],"category_scores_gemma":[0.000016856453,0.00009924468,0.000047475714,0.00018205482,0.000045006767,0.00014591003,0.000007817138,0.00010917491,0.9961535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016105549,0.0000038104574,0.0000024249844,0.0000010695651,0.0000022930192,0.0000025903294,0.000006066281,0.00003636079,0.0000012440946,8.238548e-8,0.4588049,0.54112303],"study_design_scores_gemma":[0.00008235943,0.00013550946,0.0002435337,0.000010948453,0.0000058860064,0.000014602313,0.0000023786579,0.0037894093,0.00015891218,0.00004076222,0.9953628,0.00015286957],"about_ca_topic_score_codex":0.0019492905,"about_ca_topic_score_gemma":9.190713e-7,"teacher_disagreement_score":0.54097015,"about_ca_system_score_codex":0.0000046570403,"about_ca_system_score_gemma":0.00002460598,"threshold_uncertainty_score":0.40470806},"labels":[],"label_agreement":null},{"id":"W4406427549","doi":"10.1016/s1541-9800(12)70464-7","title":"10.1016/s1541-9800(12)70464-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.006336403625023249,"score_gpt":0.15660403857378224,"score_spread":0.150267634948759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406427549","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076556014,0.00007851026,0.0000019566492,0.00062350667,0.0000030954934,0.00009381653,0.000029828876,0.00030782633,0.99809587],"genre_scores_gemma":[0.00075327617,9.88045e-7,0.00051835785,0.0007229191,0.00009307431,9.725197e-7,0.000054896722,0.0000046911,0.99785084],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919724,0.000036229623,0.00012613733,0.0002071096,0.00017334244,0.00025995143],"domain_scores_gemma":[0.9995668,0.000040648076,0.000019359453,0.00021089496,0.00001708822,0.00014521588],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015969666,0.000111584355,0.00011732574,0.00007638422,0.00010703188,0.000049326045,0.00024062581,0.000046191795,0.9992581],"category_scores_gemma":[0.00001693072,0.00009692581,0.000046073004,0.00014378969,0.00004378443,0.00013893245,0.0000075149605,0.00009736163,0.9962253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015577003,0.000003702378,0.000003425435,0.0000010983525,0.0000021793014,0.0000024712435,0.000006703351,0.00003396503,0.0000016243678,5.0858162e-8,0.4781474,0.5217818],"study_design_scores_gemma":[0.00008141977,0.00012373926,0.00023614829,0.000011248276,0.0000057962543,0.000011433442,0.0000017059609,0.00381828,0.00020240615,0.00002986869,0.99532837,0.00014961256],"about_ca_topic_score_codex":0.0012216851,"about_ca_topic_score_gemma":8.218886e-7,"teacher_disagreement_score":0.5216322,"about_ca_system_score_codex":0.0000039871834,"about_ca_system_score_gemma":0.000019337665,"threshold_uncertainty_score":0.395252},"labels":[],"label_agreement":null},{"id":"W4406445826","doi":"10.1016/s0967-0653(97)85887-5","title":"10.1016/s0967-0653(97)85887-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Fracture (geology); Deep water; Fracture zone; Oceanography; Geotechnical engineering","score_opus":0.007849966193258633,"score_gpt":0.16491493902647528,"score_spread":0.15706497283321663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406445826","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002031492,0.00011155188,0.0000019904292,0.00060653646,0.0000030116125,0.00009493387,0.000024088815,0.0002971452,0.9986576],"genre_scores_gemma":[0.00017727973,0.0000011031266,0.0004630632,0.0006370801,0.00009461085,0.0000010182152,0.00005625102,0.0000044058825,0.9985652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991862,0.00003821128,0.00012822647,0.00020953151,0.00017548128,0.00026230334],"domain_scores_gemma":[0.9995578,0.000041862557,0.000019545223,0.00021053362,0.00002016508,0.00015007939],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016710759,0.000113110895,0.00011807385,0.000075298565,0.00011100935,0.000052277133,0.00024711798,0.000047776015,0.9996979],"category_scores_gemma":[0.000017831682,0.00009821257,0.00004726423,0.00018012493,0.00004495862,0.00014868575,0.0000074870454,0.00010057064,0.9997126],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001969361,0.0000042743436,0.0000011026457,0.0000013287325,0.000002465263,0.0000027572373,0.000007760477,0.000038847076,3.8363905e-7,6.907256e-8,0.33182988,0.6680914],"study_design_scores_gemma":[0.00008639645,0.0001260919,0.000029773646,0.000011003256,0.000005848048,0.000010292503,0.0000019268873,0.0035192505,0.000189698,0.0000291547,0.9958381,0.00015245729],"about_ca_topic_score_codex":0.0011601873,"about_ca_topic_score_gemma":6.079082e-7,"teacher_disagreement_score":0.667939,"about_ca_system_score_codex":0.000003863783,"about_ca_system_score_gemma":0.000019177742,"threshold_uncertainty_score":0.40049925},"labels":[],"label_agreement":null},{"id":"W4406447031","doi":"10.1016/s0967-0653(98)82085-1","title":"10.1016/s0967-0653(98)82085-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Computation; Seismology; Field (mathematics); Computer science; Mathematics; Algorithm","score_opus":0.006880026937997735,"score_gpt":0.1645647873488377,"score_spread":0.15768476041083995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406447031","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033425057,0.00008899123,0.0000017278214,0.00063377613,0.0000030080596,0.000092258226,0.000028184433,0.0002926256,0.9985252],"genre_scores_gemma":[0.00030565626,0.0000010517109,0.00045848705,0.00063530414,0.00009542136,9.685226e-7,0.00005538235,0.0000044507606,0.9984433],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992043,0.000037026486,0.00012520426,0.00020483413,0.00017231118,0.00025637052],"domain_scores_gemma":[0.9995701,0.00003853531,0.00001926817,0.00020625982,0.000019677942,0.00014617397],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016384397,0.00011037251,0.000120020624,0.000073434094,0.000105958534,0.000050872455,0.00024191038,0.0000469965,0.9997566],"category_scores_gemma":[0.000016715976,0.000095619966,0.000046210618,0.00017709617,0.000043728236,0.00014401964,0.000007383664,0.00009850078,0.99943215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014940073,0.0000035126297,7.181174e-7,0.000001068771,0.0000021241706,0.0000022665758,0.000006473094,0.000031007265,4.4599645e-7,5.9574425e-8,0.48035437,0.519583],"study_design_scores_gemma":[0.000080241116,0.00011576131,0.00006648437,0.000011296253,0.000005884444,0.000009410544,0.000001816527,0.0034698118,0.00018116322,0.000029617335,0.9958799,0.00014863328],"about_ca_topic_score_codex":0.0013271802,"about_ca_topic_score_gemma":6.3077215e-7,"teacher_disagreement_score":0.5194344,"about_ca_system_score_codex":0.000003943415,"about_ca_system_score_gemma":0.000019143898,"threshold_uncertainty_score":0.3899269},"labels":[],"label_agreement":null},{"id":"W4406450721","doi":"10.1016/s1521-6136(03)80005-2","title":"10.1016/s1521-6136(03)80005-2","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Recipe; Psychology; History; Archaeology","score_opus":0.008636044569511179,"score_gpt":0.15784575971545522,"score_spread":0.14920971514594406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406450721","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.0282454e-7,0.00048040846,8.5710934e-7,0.00036985,0.000009087083,0.00022094295,0.000262986,0.00041983434,0.99823534],"genre_scores_gemma":[0.0000033063236,0.000009684073,0.00024707473,0.0006880404,0.00028255626,0.0000011399148,0.00047245083,0.000024079425,0.99827164],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984987,0.00002210817,0.0002828836,0.00046835773,0.00037011696,0.00035784024],"domain_scores_gemma":[0.9990977,0.00007313906,0.00009353897,0.00044847254,0.000045074128,0.00024208124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001850571,0.0003655339,0.00036748193,0.00026920412,0.00014148674,0.00008434134,0.00047421418,0.00027263048,0.99946356],"category_scores_gemma":[0.00001314223,0.00033666356,0.000156425,0.00005226203,0.00011395717,0.00011678815,0.000025069367,0.00037660365,0.99819565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002262734,0.0000019036772,7.5053244e-8,0.0000043858777,0.000011418245,0.000011195362,0.0000035500054,0.000008027484,1.3861319e-7,0.0000029885628,0.5328565,0.4670772],"study_design_scores_gemma":[0.00007891892,0.00018055909,0.0000038757657,0.00010014725,0.00003470937,0.000023999937,3.9868777e-7,0.0004317172,0.000018539782,0.000708687,0.9979659,0.00045258246],"about_ca_topic_score_codex":0.0007077317,"about_ca_topic_score_gemma":0.0000010535322,"teacher_disagreement_score":0.46662462,"about_ca_system_score_codex":0.000012183642,"about_ca_system_score_gemma":0.00007033767,"threshold_uncertainty_score":0.99990857},"labels":[],"label_agreement":null},{"id":"W4406453191","doi":"10.1016/s0967-0653(98)81271-4","title":"10.1016/s0967-0653(98)81271-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Inversion (geology); Seismology; Tectonics","score_opus":0.006897202541491919,"score_gpt":0.16459774742176345,"score_spread":0.15770054488027152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406453191","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032630432,0.000088594235,0.0000016548411,0.0006151057,0.0000029898156,0.000092038375,0.000027093614,0.00029269737,0.9985535],"genre_scores_gemma":[0.00030576257,0.0000010407222,0.0004590627,0.0006391556,0.00009700896,9.677957e-7,0.000054942586,0.0000044514604,0.9984376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992062,0.00003620394,0.00012495868,0.00020470971,0.0001719526,0.00025598166],"domain_scores_gemma":[0.99957037,0.000039660314,0.000019200392,0.00020586696,0.000019284575,0.00014562045],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016314951,0.000110277084,0.000119913224,0.00007214048,0.0001061501,0.000050605875,0.0002360433,0.000046923014,0.9997618],"category_scores_gemma":[0.000016647073,0.0000955417,0.000045712415,0.00017628509,0.00004375845,0.00014138133,0.0000073683264,0.0000983429,0.9994444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015104482,0.0000035079468,6.8513936e-7,0.0000010879614,0.0000021833314,0.0000022857869,0.0000067101914,0.00003133451,4.7024818e-7,6.280199e-8,0.4819303,0.51800627],"study_design_scores_gemma":[0.00008006155,0.0001101498,0.00006867331,0.000011129813,0.000005924589,0.0000095582145,0.0000017839375,0.003391694,0.00018747257,0.00003090292,0.9959541,0.00014853136],"about_ca_topic_score_codex":0.0012471596,"about_ca_topic_score_gemma":6.2198035e-7,"teacher_disagreement_score":0.51785773,"about_ca_system_score_codex":0.000003903372,"about_ca_system_score_gemma":0.000019033298,"threshold_uncertainty_score":0.38960773},"labels":[],"label_agreement":null},{"id":"W4406453443","doi":"10.1016/s0967-0653(97)87851-9","title":"10.1016/s0967-0653(97)87851-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Basement; Reflection (computer programming); Seismology; Scattering; Plane (geometry); Geophysics; Geometry; Geography; Optics; Archaeology; Physics","score_opus":0.007839420345860357,"score_gpt":0.16473385149965467,"score_spread":0.1568944311537943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406453443","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020455239,0.000107484,0.0000019964564,0.0006044671,0.0000030321041,0.00009530125,0.000029040702,0.00029811542,0.99865603],"genre_scores_gemma":[0.00018898281,0.0000010608632,0.00047372482,0.00064969226,0.000096292,0.0000010172856,0.00005860539,0.000004531578,0.9985261],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918395,0.000037828882,0.00012879474,0.00021021487,0.00017606324,0.00026314706],"domain_scores_gemma":[0.99955744,0.000041317646,0.00001984912,0.00021066319,0.000020397696,0.00015033594],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016785887,0.000113718,0.00011872356,0.00007512775,0.00011625796,0.000055775232,0.0002478021,0.000047985388,0.99968916],"category_scores_gemma":[0.000017846636,0.00009845394,0.000047505757,0.00018153586,0.000047088386,0.00014945345,0.0000075696303,0.000101048085,0.9997206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019228351,0.000004389499,0.0000011628904,0.0000013235832,0.0000025647414,0.0000028705385,0.000008177803,0.000039149338,3.62516e-7,7.14059e-8,0.32879964,0.67112106],"study_design_scores_gemma":[0.00008639206,0.0001197862,0.000032301385,0.000011369726,0.000005885055,0.000010418436,0.0000019203571,0.0036992477,0.00018839259,0.000030241203,0.9956613,0.00015275275],"about_ca_topic_score_codex":0.0011770087,"about_ca_topic_score_gemma":5.818243e-7,"teacher_disagreement_score":0.6709683,"about_ca_system_score_codex":0.0000039007155,"about_ca_system_score_gemma":0.0000200279,"threshold_uncertainty_score":0.4014835},"labels":[],"label_agreement":null},{"id":"W4406457057","doi":"10.1016/s1544-8800(08)70444-5","title":"10.1016/s1544-8800(08)70444-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.005963340221205658,"score_gpt":0.1589109707064984,"score_spread":0.15294763048529275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406457057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009666696,0.00008800756,0.0000029901896,0.0006859398,0.0000033111396,0.00009790719,0.00002987363,0.00030811707,0.99781716],"genre_scores_gemma":[0.0010438082,0.0000010505707,0.00045421944,0.0006236653,0.0000966436,0.0000010172902,0.000053047686,0.0000047682147,0.9977218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991605,0.00003824276,0.00013668554,0.00021525567,0.00017925823,0.00027004365],"domain_scores_gemma":[0.99954295,0.00004332657,0.000021172167,0.00021850772,0.00002058476,0.00015343471],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016700878,0.00011611036,0.00012204011,0.00007920704,0.00011582865,0.000055300196,0.00025036978,0.000048371345,0.99929374],"category_scores_gemma":[0.000017567354,0.00010115774,0.000050349652,0.00018524428,0.00004667965,0.00015036628,0.000007709975,0.000101696685,0.99735385],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016404007,0.00000398514,0.0000026094785,0.000001193099,0.0000022823508,0.000002529119,0.000006387477,0.000039761202,0.0000015390102,7.2317036e-8,0.46061915,0.5393041],"study_design_scores_gemma":[0.00008401803,0.00012359797,0.00030500305,0.000011548126,0.000005970856,0.000012243807,0.0000017647887,0.004628763,0.00018881568,0.000027223536,0.99445516,0.00015588093],"about_ca_topic_score_codex":0.0014599487,"about_ca_topic_score_gemma":6.778389e-7,"teacher_disagreement_score":0.5391482,"about_ca_system_score_codex":0.0000042298143,"about_ca_system_score_gemma":0.000021728561,"threshold_uncertainty_score":0.4125093},"labels":[],"label_agreement":null},{"id":"W4406457349","doi":"10.1016/s1544-8800(08)70233-1","title":"10.1016/s1544-8800(08)70233-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric care; Family medicine; Gerontology; Nursing","score_opus":0.0060578814721219424,"score_gpt":0.15939056545321797,"score_spread":0.15333268398109604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406457349","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010277563,0.00009023542,0.0000022145846,0.0006829191,0.0000032437918,0.00009714425,0.000031352334,0.00030986243,0.9977553],"genre_scores_gemma":[0.0008583202,0.0000010466493,0.0004941376,0.0005971397,0.000092562484,0.0000010122171,0.00005288763,0.000004719528,0.99789816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916834,0.00003761772,0.00013529658,0.00021297105,0.00017774137,0.000268042],"domain_scores_gemma":[0.9995492,0.0000429443,0.00002079078,0.00021511769,0.0000204294,0.00015152064],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016777056,0.000114465525,0.00012056714,0.00007887841,0.00011212299,0.000051671763,0.00024781778,0.000048029637,0.99934465],"category_scores_gemma":[0.00001758664,0.00009972354,0.000049623777,0.00018699857,0.000044986868,0.0001418828,0.000007746228,0.00010026658,0.99743325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001569026,0.0000037927844,0.0000031415393,0.0000011672538,0.0000022347313,0.0000025306213,0.00000618545,0.00003763008,0.0000016461872,5.389217e-8,0.46568593,0.53424],"study_design_scores_gemma":[0.00008296963,0.000120627265,0.00032511476,0.000011719377,0.000005899377,0.000011329896,0.0000017103109,0.004220569,0.00020127442,0.000028748731,0.9948362,0.00015384059],"about_ca_topic_score_codex":0.001400977,"about_ca_topic_score_gemma":6.686132e-7,"teacher_disagreement_score":0.53408617,"about_ca_system_score_codex":0.0000039802285,"about_ca_system_score_gemma":0.000020887433,"threshold_uncertainty_score":0.4066608},"labels":[],"label_agreement":null},{"id":"W4406466068","doi":"10.1016/s1553-3212(06)71573-4","title":"10.1016/s1553-3212(06)71573-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.005936017626380986,"score_gpt":0.15802255128219733,"score_spread":0.15208653365581634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406466068","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012296013,0.000096595926,0.0000018439506,0.0006668147,0.0000023163825,0.00009692684,0.000032353182,0.00030727775,0.9975663],"genre_scores_gemma":[0.00095203944,0.0000010703254,0.0005132364,0.00074132445,0.00009588985,0.0000010102555,0.00007157968,0.000004709792,0.99761915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917096,0.000037294685,0.00013056537,0.0002139869,0.00017860987,0.00026856753],"domain_scores_gemma":[0.99954826,0.000042268526,0.0000203409,0.0002162976,0.000020580344,0.00015227284],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016654997,0.00011509167,0.00012151503,0.000079375655,0.00011204596,0.000051656898,0.0002487525,0.000048030084,0.9991379],"category_scores_gemma":[0.00001752882,0.000100205456,0.00004804039,0.0001867445,0.00004536262,0.00014639701,0.000007777161,0.00010086123,0.9975029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012329639,0.0000039393913,0.0000035711305,0.0000011528468,0.0000022772663,0.0000024482124,0.000007203848,0.000039058927,0.0000021526148,5.049636e-8,0.5104656,0.4894602],"study_design_scores_gemma":[0.00008063244,0.00010853189,0.0002829221,0.0000114646355,0.0000058645505,0.000011544826,0.000001841897,0.0044305227,0.00017827969,0.000024565443,0.9947092,0.00015463897],"about_ca_topic_score_codex":0.0009997904,"about_ca_topic_score_gemma":4.430745e-7,"teacher_disagreement_score":0.48930556,"about_ca_system_score_codex":0.000004104591,"about_ca_system_score_gemma":0.00002077798,"threshold_uncertainty_score":0.408626},"labels":[],"label_agreement":null},{"id":"W4406467582","doi":"10.1016/0967-0653(96)83040-7","title":"10.1016/0967-0653(96)83040-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Flexural strength; Extension (predicate logic); Transverse plane; Fracture (geology); Seismology; Geotechnical engineering; Composite material; Materials science; Anatomy; Medicine; Computer science","score_opus":0.006711973886952133,"score_gpt":0.16123126939466903,"score_spread":0.1545192955077169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406467582","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054895785,0.000115875155,0.0000018902217,0.0006625237,0.0000033417843,0.00009266382,0.000032311367,0.00030130646,0.9982411],"genre_scores_gemma":[0.0007101145,9.0229963e-7,0.00044834052,0.0005877282,0.00009587538,9.3451206e-7,0.000056459612,0.000003613503,0.99809605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919003,0.00003800917,0.0001274414,0.00020873423,0.00017420041,0.0002615907],"domain_scores_gemma":[0.99956053,0.00004099997,0.000019518688,0.00020987302,0.00001975654,0.00014934388],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016660463,0.000111892456,0.000117266485,0.00007289301,0.000109890556,0.000051148505,0.0002451073,0.000047263373,0.99922913],"category_scores_gemma":[0.000017411454,0.000097045675,0.00004675397,0.00018155333,0.00004436475,0.00014494672,0.0000053612366,0.000099221004,0.9973375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014431889,0.0000037704806,0.0000026167975,0.0000011291953,0.0000021768888,0.00000240816,0.000006870487,0.000029009247,8.0808337e-7,6.866687e-8,0.4331797,0.566757],"study_design_scores_gemma":[0.00007626876,0.00011806179,0.00019202726,0.0000111703,0.0000057302495,0.000011217038,0.0000018851939,0.0038944655,0.00022018423,0.000029890492,0.99528813,0.00015099227],"about_ca_topic_score_codex":0.0011122726,"about_ca_topic_score_gemma":4.5380528e-7,"teacher_disagreement_score":0.56660604,"about_ca_system_score_codex":0.0000038965413,"about_ca_system_score_gemma":0.000018921439,"threshold_uncertainty_score":0.39574078},"labels":[],"label_agreement":null},{"id":"W4406469287","doi":"10.1016/0967-0653(94)92735-9","title":"10.1016/0967-0653(94)92735-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Poromechanics; Geology; Geotechnical engineering; Hydrology (agriculture); Porosity; Porous medium","score_opus":0.006770860033956981,"score_gpt":0.1621694618279515,"score_spread":0.1553986017939945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406469287","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005660108,0.00010338901,0.0000019789006,0.00061341637,0.0000033593715,0.000094186245,0.000032257078,0.0003034301,0.99828196],"genre_scores_gemma":[0.00065874064,9.0059285e-7,0.0004455348,0.00072012277,0.000096104486,9.864068e-7,0.00006713043,0.0000045074703,0.998006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918604,0.00003815266,0.0001277188,0.00020996516,0.00017530158,0.00026281134],"domain_scores_gemma":[0.9995584,0.000041767187,0.000019546014,0.00021100884,0.000019708199,0.00014960946],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016806256,0.000111918416,0.00011777245,0.00007445876,0.00011120188,0.000052100808,0.0002477513,0.00004741823,0.99936664],"category_scores_gemma":[0.000017417144,0.00009726116,0.000046895224,0.000182694,0.000044782166,0.00014894427,0.000007422539,0.00009795652,0.9979656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014340518,0.0000037673592,0.0000022817699,0.0000011182473,0.0000021888718,0.0000024794867,0.0000068145873,0.000035465302,8.654638e-7,6.887684e-8,0.4521817,0.5477489],"study_design_scores_gemma":[0.00007686076,0.000118386415,0.00013929053,0.000011230006,0.0000058021965,0.000011248056,0.0000017990585,0.0037778846,0.00018831414,0.000031518484,0.99548626,0.00015139692],"about_ca_topic_score_codex":0.0011655911,"about_ca_topic_score_gemma":5.7493435e-7,"teacher_disagreement_score":0.5475975,"about_ca_system_score_codex":0.0000039259476,"about_ca_system_score_gemma":0.000019401985,"threshold_uncertainty_score":0.3966195},"labels":[],"label_agreement":null},{"id":"W4406470950","doi":"10.1016/0967-0653(96)82846-8","title":"10.1016/0967-0653(96)82846-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Baroclinity; Simple (philosophy); Nonlinear system; Climatology; Physics; Geology; Philosophy; Quantum mechanics","score_opus":0.006724988180401665,"score_gpt":0.16140543854052172,"score_spread":0.15468045036012007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406470950","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00093176303,0.000094279,0.0000015047538,0.00069631217,0.0000033930364,0.00009289256,0.00003127134,0.0002972346,0.9978514],"genre_scores_gemma":[0.00076386234,8.998604e-7,0.0004207038,0.000674899,0.00009316236,9.711981e-7,0.000062034655,0.000004448728,0.99797904],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991938,0.00003789915,0.00012581471,0.00020725523,0.00017325333,0.0002620123],"domain_scores_gemma":[0.9995632,0.000040650317,0.000019151037,0.00020865208,0.000019811276,0.00014851839],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001666644,0.000110527435,0.00011530983,0.000071551556,0.00010985841,0.00005120063,0.00024169513,0.00004569918,0.999364],"category_scores_gemma":[0.000017332683,0.00009575252,0.000046138142,0.00018465423,0.000045567573,0.00014606245,0.0000071949835,0.00009785497,0.9978806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000147265055,0.0000038078947,0.0000032687797,0.000001124657,0.0000022120166,0.000002448332,0.0000071481554,0.00003484514,0.0000011493232,7.294699e-8,0.43869305,0.56123614],"study_design_scores_gemma":[0.000077067576,0.00011788202,0.00015621734,0.000010993638,0.000005652576,0.000011251887,0.0000018914453,0.0038470072,0.00022998358,0.00003431926,0.9953586,0.0001491516],"about_ca_topic_score_codex":0.0011484618,"about_ca_topic_score_gemma":5.302894e-7,"teacher_disagreement_score":0.561087,"about_ca_system_score_codex":0.000003941671,"about_ca_system_score_gemma":0.000019098277,"threshold_uncertainty_score":0.39046744},"labels":[],"label_agreement":null},{"id":"W4406473023","doi":"10.1016/s1558-0164(08)70251-7","title":"10.1016/s1558-0164(08)70251-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.0058282379634669495,"score_gpt":0.1586451188750503,"score_spread":0.15281688091158335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406473023","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008586641,0.00009546618,0.000002428255,0.0006566553,0.0000031546024,0.000095623305,0.000032919823,0.00030382184,0.99795127],"genre_scores_gemma":[0.00077292544,0.0000010539682,0.000524825,0.00068368163,0.00009200307,9.967697e-7,0.000053512365,0.0000046380396,0.9978664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991711,0.000037464964,0.00013079944,0.00021391077,0.00018058442,0.00026618943],"domain_scores_gemma":[0.99954915,0.0000438537,0.000020596275,0.00021581107,0.000020404437,0.00015019462],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016639532,0.00011489801,0.000121134886,0.00007780906,0.0001136662,0.00005201867,0.00024982708,0.000047355148,0.9993792],"category_scores_gemma":[0.000018508457,0.00009961851,0.00004813888,0.00018324831,0.00004612878,0.00014091833,0.000007782879,0.00010023814,0.9990212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017968892,0.0000043571263,9.4831466e-7,0.0000012965044,0.0000025381155,0.0000027844185,0.000007153651,0.000039374205,0.0000017928019,6.886663e-8,0.5869227,0.412999],"study_design_scores_gemma":[0.00008346002,0.00012079084,0.00021270136,0.000011895945,0.000005890521,0.000011536949,0.0000017994425,0.004014418,0.00020836077,0.00003020768,0.99514484,0.00015411004],"about_ca_topic_score_codex":0.001027541,"about_ca_topic_score_gemma":5.015164e-7,"teacher_disagreement_score":0.41284487,"about_ca_system_score_codex":0.000004266291,"about_ca_system_score_gemma":0.000021686084,"threshold_uncertainty_score":0.40623248},"labels":[],"label_agreement":null},{"id":"W4406473080","doi":"10.1016/s1541-9800(06)71424-7","title":"10.1016/s1541-9800(06)71424-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Joint (building); Computer science; Engineering","score_opus":0.00598620714537319,"score_gpt":0.1587867297701037,"score_spread":0.1528005226247305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406473080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00089788076,0.0000951826,0.0000025426657,0.0006814527,0.0000022397232,0.0000964469,0.000033094602,0.00030596674,0.99788517],"genre_scores_gemma":[0.0010728305,0.0000010693088,0.00047107163,0.0007229073,0.0000930105,0.0000010080038,0.00007279109,0.000004683034,0.9975606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999169,0.00003816276,0.00013060433,0.000213765,0.0001786306,0.00026982618],"domain_scores_gemma":[0.9995456,0.000042765758,0.000019667865,0.00021634302,0.0000206035,0.00015503763],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015181609,0.00011490056,0.00012107853,0.00007906952,0.00009760548,0.000051589064,0.00024816825,0.000048076952,0.99922955],"category_scores_gemma":[0.000018332714,0.00010003061,0.000048000238,0.00018648623,0.000045413522,0.00014347353,0.000007752191,0.00010221978,0.9973439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012118425,0.000003876302,0.000003315679,0.0000011512902,0.0000022374857,0.0000023740465,0.0000065864333,0.000039935625,0.0000022262534,5.7900298e-8,0.50676155,0.49316454],"study_design_scores_gemma":[0.000082404884,0.00010751585,0.00021167356,0.000011771287,0.0000059215763,0.000011489117,0.0000017860611,0.0038291768,0.00032677542,0.000031676285,0.9952253,0.00015449364],"about_ca_topic_score_codex":0.0009547532,"about_ca_topic_score_gemma":4.1984967e-7,"teacher_disagreement_score":0.49301004,"about_ca_system_score_codex":0.000004065148,"about_ca_system_score_gemma":0.00001650992,"threshold_uncertainty_score":0.407913},"labels":[],"label_agreement":null},{"id":"W4406473234","doi":"10.1016/s1541-9800(11)70718-9","title":"10.1016/s1541-9800(11)70718-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.005859585239251781,"score_gpt":0.1580216938744244,"score_spread":0.15216210863517263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406473234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013565908,0.00008184856,0.0000021346737,0.00081915694,0.0000033773265,0.00009624083,0.000031911037,0.0003033124,0.99730545],"genre_scores_gemma":[0.00090256374,8.751968e-7,0.00059981213,0.0007154009,0.000094807045,0.0000010235676,0.000057662997,0.000004699683,0.99762315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991734,0.000038107828,0.00012994526,0.00021392351,0.00017815291,0.0002664909],"domain_scores_gemma":[0.9995466,0.000045360433,0.0000199476,0.00021882627,0.000020086265,0.00014920968],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016996382,0.00011434995,0.00011979357,0.00007775224,0.00011221407,0.000051487183,0.0002538883,0.000047975635,0.9992999],"category_scores_gemma":[0.000017871806,0.00009967408,0.000047450158,0.00018320192,0.00004610232,0.0001424611,0.000007904206,0.0000863321,0.9957333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011122818,0.0000038833136,0.00000557822,0.0000011519054,0.0000018873404,0.0000024586354,0.000006397862,0.000040776842,0.0000015334869,6.4819474e-8,0.50682485,0.4931003],"study_design_scores_gemma":[0.0000812702,0.00009903016,0.0002455166,0.000011522311,0.0000060605516,0.000009532238,0.0000018124817,0.0045980313,0.00021709425,0.00003016616,0.99454623,0.00015372728],"about_ca_topic_score_codex":0.0015422198,"about_ca_topic_score_gemma":0.0000010770653,"teacher_disagreement_score":0.49294657,"about_ca_system_score_codex":0.000003988573,"about_ca_system_score_gemma":0.000019710113,"threshold_uncertainty_score":0.4064591},"labels":[],"label_agreement":null},{"id":"W4406490656","doi":"10.1016/0967-0653(93)91171-8","title":"10.1016/0967-0653(93)91171-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rossby wave; Rossby radius of deformation; Climatology; Geology","score_opus":0.006283927467731151,"score_gpt":0.15820260085325566,"score_spread":0.1519186733855245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406490656","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006151373,0.00009816085,0.0000019557197,0.00062200864,0.000003415398,0.000093890274,0.000033063017,0.00029911398,0.99823326],"genre_scores_gemma":[0.0006836306,9.476335e-7,0.000434115,0.0007041445,0.00009695048,9.855426e-7,0.00006993921,0.0000045037027,0.9980048],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919,0.00003788956,0.00012739042,0.00020899835,0.00017338764,0.00026235098],"domain_scores_gemma":[0.99956036,0.000041821815,0.000019476543,0.00020883624,0.00001991468,0.00014962058],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016661928,0.00011207132,0.000117470474,0.00007425489,0.0001116268,0.000051853407,0.00024649285,0.000047172154,0.9994035],"category_scores_gemma":[0.000017296315,0.000097181735,0.000046824505,0.00018191153,0.000044746288,0.0001483154,0.0000073723554,0.00010050267,0.9979926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000146312495,0.0000038146734,0.0000022675401,0.0000011322621,0.00000220375,0.000002418633,0.0000076136835,0.00003559085,8.5634986e-7,7.285143e-8,0.44211125,0.5578182],"study_design_scores_gemma":[0.00007660168,0.00011791558,0.00012685175,0.000011337712,0.0000057005514,0.000011286429,0.0000019748188,0.0039001843,0.00018654394,0.000030216237,0.99538016,0.00015119447],"about_ca_topic_score_codex":0.0011754216,"about_ca_topic_score_gemma":5.855952e-7,"teacher_disagreement_score":0.55766696,"about_ca_system_score_codex":0.0000039618735,"about_ca_system_score_gemma":0.000019279765,"threshold_uncertainty_score":0.3962956},"labels":[],"label_agreement":null},{"id":"W4406495453","doi":"10.1016/0967-0653(96)80587-4","title":"10.1016/0967-0653(96)80587-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Characterization (materials science); Fracture (geology); Reservoir modeling; Petrology; Geotechnical engineering; Materials science; Nanotechnology","score_opus":0.006732452935593632,"score_gpt":0.16154447357528393,"score_spread":0.1548120206396903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406495453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007613066,0.0000917272,0.000001910479,0.0006554467,0.0000030731426,0.00009286694,0.00003145612,0.00029987044,0.9980623],"genre_scores_gemma":[0.00071100926,8.6796774e-7,0.00045767197,0.00070078834,0.0000923252,9.774786e-7,0.00006678165,0.0000044761505,0.9979651],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999195,0.000036913596,0.00012662567,0.00020801254,0.00017321775,0.00026022777],"domain_scores_gemma":[0.999562,0.0000411926,0.000019383377,0.00020875936,0.000020066771,0.00014860084],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016463408,0.00011140717,0.000116752875,0.00007391584,0.00010773338,0.00005119893,0.00024449197,0.000047082194,0.99942553],"category_scores_gemma":[0.000017946631,0.00009677178,0.000046563677,0.00018207448,0.00004415833,0.00014542484,0.0000073464485,0.00009792414,0.9973846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015150343,0.000003904578,0.0000029141763,0.0000011509132,0.0000022329455,0.0000025888119,0.0000072973485,0.00003388136,9.79234e-7,6.9770465e-8,0.44349724,0.5564326],"study_design_scores_gemma":[0.00007799035,0.00012028044,0.00011649531,0.000011253525,0.0000057516927,0.000011009703,0.0000018318816,0.0036813326,0.00028103637,0.00002966277,0.99551284,0.00015053854],"about_ca_topic_score_codex":0.0010763928,"about_ca_topic_score_gemma":4.925518e-7,"teacher_disagreement_score":0.55628204,"about_ca_system_score_codex":0.0000039672414,"about_ca_system_score_gemma":0.000018991099,"threshold_uncertainty_score":0.39462388},"labels":[],"label_agreement":null},{"id":"W4406495634","doi":"10.1016/s1553-3212(05)71086-4","title":"10.1016/s1553-3212(05)71086-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.006027650851870411,"score_gpt":0.15893905200395983,"score_spread":0.15291140115208943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406495634","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009570641,0.000102502265,0.0000015608913,0.00073236786,0.0000045267707,0.00010033422,0.000037596026,0.00030847683,0.9977556],"genre_scores_gemma":[0.0005140852,0.0000013087249,0.00049129507,0.00069772446,0.00010098624,0.000001040404,0.00006232693,0.0000046855844,0.99812657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991764,0.000039748953,0.0001278972,0.00021192628,0.00017557638,0.0002684426],"domain_scores_gemma":[0.9995513,0.00004268896,0.000020091866,0.00021447259,0.000020035784,0.00015141329],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017316923,0.00011445649,0.00012410134,0.000076046475,0.00011088026,0.000051952553,0.00024952335,0.000047474077,0.9991973],"category_scores_gemma":[0.000016331296,0.0000995823,0.00004905798,0.00018311338,0.00004502513,0.0001429924,0.000007724111,0.00009857564,0.9963647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015949037,0.0000037124764,0.0000024255962,0.0000011102202,0.0000022369477,0.0000020990753,0.0000066316848,0.000022108565,0.0000019920933,5.9237706e-8,0.4916558,0.5082859],"study_design_scores_gemma":[0.000072999945,0.0001374508,0.00017998664,0.000011329157,0.0000059889226,0.0000069152097,0.000001943296,0.0032766087,0.00024479165,0.000029833443,0.9958786,0.0001535929],"about_ca_topic_score_codex":0.0011447953,"about_ca_topic_score_gemma":3.6297226e-7,"teacher_disagreement_score":0.5081323,"about_ca_system_score_codex":0.00000405433,"about_ca_system_score_gemma":0.000020247195,"threshold_uncertainty_score":0.40608484},"labels":[],"label_agreement":null},{"id":"W4406497624","doi":"10.1016/0967-0653(96)83059-6","title":"10.1016/0967-0653(96)83059-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Field (mathematics); Mathematics","score_opus":0.006710061346280167,"score_gpt":0.1612410348550982,"score_spread":0.15453097350881803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406497624","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055795774,0.00009810033,0.0000026995533,0.0006928081,0.0000033894582,0.00009342977,0.000032157906,0.00030130538,0.9982182],"genre_scores_gemma":[0.0005738939,9.0051236e-7,0.000466167,0.0007106268,0.00009605188,9.361964e-7,0.00006862051,0.0000045059637,0.9980783],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991897,0.000037738348,0.00012720453,0.00020896613,0.0001744408,0.0002619694],"domain_scores_gemma":[0.99956006,0.000041092706,0.000019499601,0.00021001913,0.000019824864,0.00014949532],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016559364,0.00011199221,0.00011743149,0.00007410086,0.00011045875,0.0000518599,0.00024608316,0.000047310812,0.9993847],"category_scores_gemma":[0.000017551356,0.00009712562,0.000046770147,0.00018208646,0.000044648998,0.00014823806,0.000007384435,0.000099214536,0.99793744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014554855,0.000003830971,0.000002346219,0.0000011108085,0.000002244853,0.0000023840153,0.0000070229557,0.00004690925,8.257369e-7,6.2333775e-8,0.45108223,0.54883647],"study_design_scores_gemma":[0.00007668431,0.00011996087,0.00010622198,0.00001094822,0.000005922837,0.000011167637,0.0000018445942,0.0031936413,0.0002184325,0.00003977894,0.9960642,0.00015123715],"about_ca_topic_score_codex":0.0011569393,"about_ca_topic_score_gemma":5.325275e-7,"teacher_disagreement_score":0.54868525,"about_ca_system_score_codex":0.0000039322167,"about_ca_system_score_gemma":0.000019208506,"threshold_uncertainty_score":0.39606678},"labels":[],"label_agreement":null},{"id":"W4406504136","doi":"10.1016/s0967-0653(97)85141-1","title":"10.1016/s0967-0653(97)85141-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rift; Submarine pipeline; Geology; Oceanography; Paleontology; Geography; Structural basin","score_opus":0.007808643440916902,"score_gpt":0.1646097829015186,"score_spread":0.1568011394606017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406504136","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019756469,0.00010785009,0.0000020323635,0.00059817435,0.0000030448894,0.000095263036,0.000030970234,0.00029810652,0.998667],"genre_scores_gemma":[0.00017899362,0.0000010948642,0.00045336463,0.00064235606,0.00009509644,0.0000010197173,0.000058806152,0.0000044317912,0.99856484],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991836,0.0000382541,0.00012883323,0.00021020172,0.00017594012,0.0002631489],"domain_scores_gemma":[0.99955666,0.000042242325,0.00001969377,0.00021062684,0.000020459804,0.00015033559],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016780228,0.00011369357,0.00011870047,0.0000751051,0.000113039125,0.000053397864,0.0002473869,0.000047975253,0.9996923],"category_scores_gemma":[0.000018203178,0.0000984268,0.000047138587,0.00018201218,0.000045712506,0.00014875409,0.0000075528283,0.00010104511,0.9997202],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019371626,0.000004319577,0.0000011692224,0.0000013244993,0.0000025449262,0.000002822094,0.00000800508,0.00003919127,3.6109537e-7,6.6702334e-8,0.33259884,0.667322],"study_design_scores_gemma":[0.0000864959,0.000120071316,0.000030308332,0.000011330942,0.0000058336354,0.000010334393,0.000001962578,0.0034702837,0.00018664908,0.000028870254,0.995895,0.00015282059],"about_ca_topic_score_codex":0.0011791235,"about_ca_topic_score_gemma":5.840049e-7,"teacher_disagreement_score":0.66716915,"about_ca_system_score_codex":0.000003879006,"about_ca_system_score_gemma":0.000019597119,"threshold_uncertainty_score":0.40137285},"labels":[],"label_agreement":null},{"id":"W4406504530","doi":"10.1016/s0967-0653(97)86966-9","title":"10.1016/s0967-0653(97)86966-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Seismology; Inversion (geology); Waveform; Mantle (geology); Reflection (computer programming); Geophysics; Geodesy; Computer science; Telecommunications; Tectonics","score_opus":0.007839420345860357,"score_gpt":0.16473385149965467,"score_spread":0.1568944311537943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406504530","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019508273,0.000109618944,0.0000020941013,0.00061778293,0.0000030503568,0.00009509204,0.000028484355,0.00029776274,0.998651],"genre_scores_gemma":[0.00019034102,0.0000010990698,0.0004723069,0.0006658693,0.000095714306,0.0000010173228,0.000056175908,0.000004535237,0.9985129],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918425,0.00003818191,0.0001286628,0.00021019665,0.0001759314,0.0002628005],"domain_scores_gemma":[0.9995563,0.00004258386,0.00001982428,0.0002106976,0.000020276011,0.00015030465],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016705267,0.0001137003,0.00011875159,0.000075437005,0.00011217581,0.000052381845,0.00024787916,0.000047952617,0.9996849],"category_scores_gemma":[0.000018135086,0.00009843715,0.000047576177,0.00018222009,0.000044694574,0.0001493426,0.0000075260314,0.00010097376,0.99971306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001993998,0.000004409545,0.0000012578485,0.0000013299175,0.000002583183,0.000002867652,0.000008109405,0.00003946916,3.574247e-7,7.226397e-8,0.3224512,0.6774684],"study_design_scores_gemma":[0.000084953506,0.00011991298,0.00003421195,0.000011632659,0.000005883874,0.0000103013,0.0000019050935,0.0036654747,0.00018007791,0.000031387623,0.9957015,0.00015276839],"about_ca_topic_score_codex":0.0011761985,"about_ca_topic_score_gemma":5.7683576e-7,"teacher_disagreement_score":0.67731565,"about_ca_system_score_codex":0.000003913349,"about_ca_system_score_gemma":0.000019463763,"threshold_uncertainty_score":0.40141505},"labels":[],"label_agreement":null},{"id":"W4406512984","doi":"10.1016/s0967-0653(98)82805-6","title":"10.1016/s0967-0653(98)82805-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Shot (pellet); Geology; Refraction; Interval (graph theory); Seismology; One shot; Noise (video); Shot noise; Acoustics; Geodesy; Optics; Physics; Mathematics; Computer science; Materials science; Engineering; Artificial intelligence","score_opus":0.006908038845881988,"score_gpt":0.16477703393062693,"score_spread":0.15786899508474495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406512984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040391213,0.00009057846,0.0000014142274,0.0006386995,0.0000030746746,0.00009272264,0.000027948523,0.0002911086,0.9984505],"genre_scores_gemma":[0.0003033489,0.00000102065,0.00044601664,0.00062482775,0.0000968925,9.733958e-7,0.00005506203,0.000004448355,0.9984674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992026,0.00003731111,0.00012482416,0.00020520088,0.00017231464,0.00025776867],"domain_scores_gemma":[0.9995694,0.000039464965,0.000019218325,0.00020637237,0.00001978659,0.00014576422],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016602957,0.00011032474,0.00011973383,0.000073490504,0.00010594483,0.000050256232,0.00024210438,0.000046944187,0.9997545],"category_scores_gemma":[0.000017100832,0.00009549446,0.000046176752,0.00017872074,0.000044845812,0.00014299602,0.0000073970277,0.00009905478,0.9994167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015331418,0.0000035024693,6.275684e-7,0.0000011176651,0.0000022178108,0.000002272204,0.000009005365,0.000029838608,4.676272e-7,5.595098e-8,0.4838653,0.51607025],"study_design_scores_gemma":[0.000079694735,0.00011435543,0.000058640497,0.000011472768,0.0000058447336,0.000009303569,0.0000026031557,0.0031060525,0.00018483333,0.00003376251,0.9962449,0.00014851143],"about_ca_topic_score_codex":0.0011450065,"about_ca_topic_score_gemma":6.508676e-7,"teacher_disagreement_score":0.5159218,"about_ca_system_score_codex":0.000003976845,"about_ca_system_score_gemma":0.000019706118,"threshold_uncertainty_score":0.38941512},"labels":[],"label_agreement":null},{"id":"W4406529216","doi":"10.1016/0967-0653(96)81703-0","title":"10.1016/0967-0653(96)81703-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internal wave; Dispersion (optics); Geology; Oceanography; Physics; Optics","score_opus":0.0067209693552442535,"score_gpt":0.16152032047961953,"score_spread":0.1547993511243753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406529216","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006406959,0.00009264051,0.0000016889767,0.0006824245,0.0000032848643,0.0000931511,0.000042005966,0.00030170393,0.9981424],"genre_scores_gemma":[0.0005525058,9.28592e-7,0.00044247156,0.0007137509,0.00009549108,9.750713e-7,0.00008453136,0.0000044739513,0.9981049],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991906,0.00003799378,0.00012729541,0.00020836278,0.00017421877,0.00026151366],"domain_scores_gemma":[0.999561,0.000041261246,0.000019441419,0.00020962728,0.000019159146,0.00014950267],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016687467,0.00011167164,0.000117122785,0.00007403185,0.000110903165,0.00005190972,0.000245509,0.000047340694,0.99935657],"category_scores_gemma":[0.000017452398,0.00009691262,0.000046763867,0.00018183379,0.000044837903,0.0001483631,0.0000073801175,0.00009902314,0.99806154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014312953,0.0000037612215,0.000002948697,0.0000011045555,0.0000021705214,0.0000023592079,0.0000068379095,0.000029676099,8.2318104e-7,6.770573e-8,0.44370595,0.55623],"study_design_scores_gemma":[0.00007598005,0.000119426,0.00012595703,0.000011052012,0.0000057924362,0.000011257469,0.0000018027001,0.003833049,0.00022371334,0.00003140169,0.99541,0.00015051755],"about_ca_topic_score_codex":0.001150605,"about_ca_topic_score_gemma":5.160817e-7,"teacher_disagreement_score":0.5560795,"about_ca_system_score_codex":0.0000038793096,"about_ca_system_score_gemma":0.000019175968,"threshold_uncertainty_score":0.3951982},"labels":[],"label_agreement":null},{"id":"W4406530078","doi":"10.1016/0967-0653(94)93025-2","title":"10.1016/0967-0653(94)93025-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Shear (geology); Anisotropy; Seismology; Mantle (geology); Geophysics; Petrology; Optics; Physics","score_opus":0.00675935263695017,"score_gpt":0.16251358245245048,"score_spread":0.1557542298155003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406530078","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005199779,0.0001055123,0.0000020586456,0.0005796385,0.000003554241,0.000092842245,0.00003228963,0.0003006423,0.9983635],"genre_scores_gemma":[0.000660828,9.2935164e-7,0.0004504599,0.0007074257,0.0000938093,9.861334e-7,0.00006798744,0.0000044014264,0.9980132],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991927,0.00003777743,0.00012720824,0.00020850828,0.00017315103,0.00026066718],"domain_scores_gemma":[0.9995624,0.00004207331,0.000019297444,0.00020967227,0.000019881172,0.00014666373],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016521211,0.000111388494,0.000117251286,0.00007480011,0.00010747205,0.00005105263,0.0002459256,0.000047323534,0.9993717],"category_scores_gemma":[0.000017455191,0.000096825825,0.0000466197,0.00018091004,0.00004399235,0.0001464501,0.0000073965502,0.00009876757,0.99796325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014849299,0.0000037755124,0.0000021699093,0.0000011043528,0.0000022034292,0.0000024112283,0.0000057526804,0.000034767592,8.4336955e-7,9.157447e-8,0.44525072,0.5546813],"study_design_scores_gemma":[0.00007783212,0.000116351504,0.0001315833,0.000011143077,0.000005819869,0.00001066905,0.0000017326166,0.0037487699,0.00018496028,0.000029887697,0.9955313,0.00014994763],"about_ca_topic_score_codex":0.001173481,"about_ca_topic_score_gemma":5.626943e-7,"teacher_disagreement_score":0.5545314,"about_ca_system_score_codex":0.000004103172,"about_ca_system_score_gemma":0.000019194895,"threshold_uncertainty_score":0.39484423},"labels":[],"label_agreement":null},{"id":"W4406533644","doi":"10.1016/0967-0653(95)90346-z","title":"10.1016/0967-0653(95)90346-z","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Trough (economics); Volcanism; Plateau (mathematics); Submarine pipeline; Seismology; Structural basin; Geomorphology; Oceanography; Tectonics","score_opus":0.006774540292417259,"score_gpt":0.16194430269027674,"score_spread":0.15516976239785948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406533644","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005666784,0.00015433562,0.000001654427,0.00056260725,0.0000033429262,0.00009423745,0.000032250686,0.00030363782,0.99828124],"genre_scores_gemma":[0.0005355941,0.0000015801184,0.00044974702,0.0006874924,0.00009559403,9.879922e-7,0.00006874027,0.0000045097086,0.9981558],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991898,0.000038061575,0.000127182,0.00020885987,0.00017432397,0.00026177775],"domain_scores_gemma":[0.9995598,0.000041414085,0.000019664585,0.00021007445,0.000019788873,0.00014924753],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016653596,0.000111959525,0.00011727332,0.000058184945,0.000110342335,0.000051839437,0.00024636366,0.0000472217,0.9993653],"category_scores_gemma":[0.000017319295,0.00009707472,0.00004716257,0.00018228801,0.000044448585,0.00014417898,0.000007379176,0.000098956974,0.9979713],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013953451,0.0000036019542,0.0000021796411,0.0000010965794,0.0000021209705,0.0000023406717,0.0000062241124,0.00003407617,8.8588666e-7,6.6833486e-8,0.4662129,0.53372055],"study_design_scores_gemma":[0.00007605517,0.00011839194,0.0001146068,0.000011177023,0.0000057895218,0.000011228303,0.000001861371,0.004602691,0.00016685465,0.000031170006,0.99470913,0.00015101711],"about_ca_topic_score_codex":0.0011990458,"about_ca_topic_score_gemma":5.5131153e-7,"teacher_disagreement_score":0.5335695,"about_ca_system_score_codex":0.0000038241396,"about_ca_system_score_gemma":0.000019093648,"threshold_uncertainty_score":0.3958592},"labels":[],"label_agreement":null},{"id":"W4406533893","doi":"10.1016/0967-0653(94)92495-3","title":"10.1016/0967-0653(94)92495-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Bathymetry; Wavelet; Crust; Seismology; Geophysics; Oceanography; Artificial intelligence; Computer science","score_opus":0.006759034902273592,"score_gpt":0.1620182330190872,"score_spread":0.1552591981168136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406533893","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052083953,0.000104261846,0.0000020831853,0.0007642436,0.0000033493204,0.00009420269,0.00003274051,0.00030320167,0.9981751],"genre_scores_gemma":[0.0005063155,8.5246535e-7,0.00044393208,0.00070831587,0.000095746385,9.861982e-7,0.00006866503,0.0000045025395,0.9981707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991877,0.000037936305,0.00012792858,0.0002095762,0.00017442257,0.00026244664],"domain_scores_gemma":[0.99956685,0.000033853525,0.000019578023,0.00021039312,0.000019835552,0.00014947381],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016664066,0.000111583475,0.00011770213,0.000074274874,0.00011100127,0.000051983825,0.00024731492,0.000047388967,0.99937874],"category_scores_gemma":[0.000017552817,0.00009722389,0.000046988338,0.00018220893,0.000044808017,0.00014871957,0.0000074079658,0.00009905436,0.9979562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014164824,0.0000037022908,0.000001885125,0.0000011012677,0.0000021499338,0.0000024010083,0.0000067313117,0.000039484745,8.3085564e-7,6.63482e-8,0.45774114,0.5421863],"study_design_scores_gemma":[0.000075653756,0.000117980526,0.0001322805,0.000011197794,0.0000058021683,0.000011189253,0.0000017755615,0.0037126301,0.00018287275,0.000031683336,0.9955656,0.00015131745],"about_ca_topic_score_codex":0.0012764818,"about_ca_topic_score_gemma":6.343068e-7,"teacher_disagreement_score":0.542035,"about_ca_system_score_codex":0.000003921112,"about_ca_system_score_gemma":0.000019268107,"threshold_uncertainty_score":0.39646754},"labels":[],"label_agreement":null},{"id":"W4406535581","doi":"10.1016/s1521-6136(03)80008-8","title":"10.1016/s1521-6136(03)80008-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Socialization; Psychology; Criminology; Social psychology","score_opus":0.008613033645297365,"score_gpt":0.15693172308642095,"score_spread":0.14831868944112359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406535581","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.3749874e-7,0.00049922644,8.211334e-7,0.0003457133,0.000009170117,0.00021800018,0.00026193858,0.00041866998,0.9982457],"genre_scores_gemma":[0.00000333768,0.00000970733,0.00023002709,0.000655611,0.00027272958,0.0000011407473,0.00047390469,0.000024044493,0.9983295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998504,0.000022100156,0.00028199458,0.00046740394,0.00037012907,0.0003543609],"domain_scores_gemma":[0.99909943,0.00007293585,0.00009340615,0.00044704153,0.000045300978,0.00024185861],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017868298,0.00036506847,0.00036794532,0.00026744427,0.00014320522,0.00008309839,0.0004723873,0.0002721498,0.99945116],"category_scores_gemma":[0.000013057657,0.00033630265,0.00015659939,0.00005297523,0.000115398,0.00011572045,0.000024899306,0.00035946182,0.9981937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023044011,0.0000019114993,7.6665735e-8,0.0000043809246,0.000011462046,0.000011795809,0.000003710884,0.0000077624545,1.3570254e-7,0.0000030736148,0.5284761,0.47145653],"study_design_scores_gemma":[0.00008086371,0.00018223372,0.000003969938,0.000100880556,0.000034298213,0.000025693633,3.978848e-7,0.00043259514,0.000018733594,0.00069374015,0.9979747,0.00045191267],"about_ca_topic_score_codex":0.000755457,"about_ca_topic_score_gemma":9.790294e-7,"teacher_disagreement_score":0.4710046,"about_ca_system_score_codex":0.000012162836,"about_ca_system_score_gemma":0.000072566116,"threshold_uncertainty_score":0.9999089},"labels":[],"label_agreement":null},{"id":"W4406537491","doi":"10.1016/s0967-0653(98)82914-1","title":"10.1016/s0967-0653(98)82914-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Anisotropy; Mineralogy; Seismology; Geochemistry; Petrology; Geophysics","score_opus":0.006893086532269683,"score_gpt":0.16461322550248253,"score_spread":0.15772013897021284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406537491","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032775605,0.00008828018,0.0000017259207,0.0006148046,0.0000030029214,0.00009225044,0.0000280152,0.000292697,0.9985515],"genre_scores_gemma":[0.00030702222,0.0000010059714,0.00045449575,0.00063506275,0.00009719497,9.685803e-7,0.000055508273,0.00000444999,0.9984443],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992045,0.000037065314,0.00012520938,0.00020479449,0.00017217782,0.0002562473],"domain_scores_gemma":[0.9995703,0.000039784984,0.000019294275,0.00020477906,0.000019470808,0.00014635488],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001641091,0.00011034264,0.00012000498,0.00007321793,0.00010553053,0.000050868002,0.00024179928,0.000046970727,0.9997564],"category_scores_gemma":[0.000016998629,0.00009556184,0.00004630227,0.00017663177,0.000043680684,0.00014399004,0.000007382107,0.000098435754,0.9994181],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014999908,0.0000035239534,7.3655355e-7,0.0000010849358,0.0000021796925,0.000002268638,0.0000065815047,0.000030116369,4.6508225e-7,5.9513624e-8,0.48345804,0.5164799],"study_design_scores_gemma":[0.00008062079,0.00011351497,0.000068460286,0.000011279742,0.000005933864,0.000009528345,0.0000017914937,0.003474408,0.0001850608,0.000029181507,0.9958718,0.00014846277],"about_ca_topic_score_codex":0.0013427878,"about_ca_topic_score_gemma":6.497186e-7,"teacher_disagreement_score":0.5163315,"about_ca_system_score_codex":0.00000393952,"about_ca_system_score_gemma":0.000019063502,"threshold_uncertainty_score":0.38968986},"labels":[],"label_agreement":null},{"id":"W4406544478","doi":"10.1016/s1553-3212(11)70171-6","title":"10.1016/s1553-3212(11)70171-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Information retrieval","score_opus":0.005970293671838447,"score_gpt":0.15848368845354446,"score_spread":0.15251339478170603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406544478","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014958774,0.00007933999,0.0000021988296,0.00072706037,0.0000034318089,0.00009669467,0.000029876828,0.00030179654,0.9972637],"genre_scores_gemma":[0.00094025256,9.1595524e-7,0.0005368048,0.0006755083,0.000097298376,0.0000010212625,0.00005337359,0.0000046654814,0.99769014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999176,0.000037894362,0.00012911238,0.00021379115,0.00017686456,0.00026631574],"domain_scores_gemma":[0.99954206,0.00004489415,0.000020576876,0.00022255883,0.000020270167,0.00014961712],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017195055,0.00011429431,0.00012039789,0.000077359175,0.000118120755,0.000053906886,0.0002580038,0.000048136233,0.9992002],"category_scores_gemma":[0.000018214065,0.00009962743,0.000047456295,0.0001768407,0.00004761311,0.00014301197,0.0000079479305,0.000087151624,0.99601984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001200498,0.000003902869,0.0000059158647,0.0000011940563,0.0000018412318,0.000002571587,0.000007998042,0.000040573705,0.0000012630621,6.9281526e-8,0.4961567,0.503766],"study_design_scores_gemma":[0.000079395424,0.00009840685,0.00026529148,0.000011617975,0.000005726681,0.000011450695,0.000002164366,0.004499791,0.00019020378,0.00002497897,0.99465734,0.0001536399],"about_ca_topic_score_codex":0.0018464186,"about_ca_topic_score_gemma":0.0000013654875,"teacher_disagreement_score":0.50361234,"about_ca_system_score_codex":0.000003926622,"about_ca_system_score_gemma":0.000020154343,"threshold_uncertainty_score":0.4062689},"labels":[],"label_agreement":null},{"id":"W4406545835","doi":"10.1016/s1541-9800(12)70430-1","title":"10.1016/s1541-9800(12)70430-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Environmental science","score_opus":0.00632247218554379,"score_gpt":0.15656811619880312,"score_spread":0.15024564401325932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406545835","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007175963,0.000080503676,0.0000020833725,0.00062710204,0.0000031858713,0.00009680024,0.00003102993,0.00030319652,0.9981385],"genre_scores_gemma":[0.00081297377,0.0000010980565,0.00049488986,0.00072960433,0.00009426187,0.0000010057319,0.000056506364,0.0000046957252,0.99780494],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917364,0.00003746255,0.00013026809,0.00021321123,0.00017799521,0.0002674468],"domain_scores_gemma":[0.9995522,0.000042162712,0.000019975536,0.00021642802,0.000017625493,0.00015163269],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016531654,0.00011480614,0.00012072815,0.0000782183,0.00011208089,0.00005130772,0.00024780893,0.000047305955,0.9993009],"category_scores_gemma":[0.000017265855,0.00009986569,0.000047400823,0.00014685084,0.00004510164,0.00014565485,0.0000077462755,0.000098403165,0.99620765],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015968864,0.0000038196963,0.0000037143586,0.000001120367,0.000002249129,0.0000024862316,0.0000071008462,0.000035964902,0.0000015582168,5.0922576e-8,0.48071912,0.5192069],"study_design_scores_gemma":[0.00008392368,0.00012950318,0.00024500498,0.000011522215,0.000005975769,0.000011704036,0.0000016953063,0.003983985,0.00019740156,0.000030599134,0.9951447,0.00015397956],"about_ca_topic_score_codex":0.0012335845,"about_ca_topic_score_gemma":8.6598124e-7,"teacher_disagreement_score":0.51905286,"about_ca_system_score_codex":0.0000040992763,"about_ca_system_score_gemma":0.00002013619,"threshold_uncertainty_score":0.40724045},"labels":[],"label_agreement":null},{"id":"W4406545853","doi":"10.1016/s1541-9800(12)70320-4","title":"10.1016/s1541-9800(12)70320-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.006386408937227939,"score_gpt":0.15746003478282292,"score_spread":0.15107362584559497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406545853","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007569249,0.000085678534,0.0000019206002,0.00061870366,0.0000031967245,0.00009685274,0.00003046496,0.00030328438,0.99810296],"genre_scores_gemma":[0.0007860674,0.0000011252869,0.0004909984,0.0007227766,0.00009460134,9.857874e-7,0.000055495217,0.0000046999703,0.99784327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917215,0.00003713345,0.00013079151,0.00021403778,0.00017812855,0.0002677602],"domain_scores_gemma":[0.9995519,0.00004147656,0.000020020309,0.00021746021,0.000017680906,0.00015149178],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016272184,0.00011486529,0.000121282996,0.000078208715,0.0001123249,0.000051499126,0.00024813143,0.00004747408,0.99933416],"category_scores_gemma":[0.000017300637,0.00009996791,0.00004736369,0.00014750253,0.000045467,0.00014626882,0.000007747205,0.00009953182,0.99620795],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016745496,0.0000038044154,0.0000032476883,0.0000011353324,0.0000022417933,0.0000024351118,0.000007050637,0.00003699968,0.0000016587319,4.6901107e-8,0.4804736,0.519451],"study_design_scores_gemma":[0.00008411416,0.00013243516,0.00024787209,0.000011622121,0.0000058756577,0.0000110653245,0.0000017118059,0.00423309,0.00019922822,0.000031673317,0.99488705,0.00015427911],"about_ca_topic_score_codex":0.0011552067,"about_ca_topic_score_gemma":8.1513895e-7,"teacher_disagreement_score":0.51929677,"about_ca_system_score_codex":0.0000040392074,"about_ca_system_score_gemma":0.000020172643,"threshold_uncertainty_score":0.40765733},"labels":[],"label_agreement":null},{"id":"W4406546100","doi":"10.1016/s1541-9800(13)70042-5","title":"10.1016/s1541-9800(13)70042-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chemistry","score_opus":0.005700653646203815,"score_gpt":0.15696352713704878,"score_spread":0.15126287349084497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406546100","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011454761,0.00009562995,0.0000020566533,0.000715518,0.0000031633995,0.00009596379,0.00003277756,0.0003124287,0.997597],"genre_scores_gemma":[0.0011510041,0.0000010133083,0.00040501737,0.0007370429,0.00009553147,9.940447e-7,0.000056685487,0.000004693592,0.99754804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917704,0.0000369218,0.00012996932,0.00021345099,0.00017738293,0.00026521613],"domain_scores_gemma":[0.9995507,0.00004125581,0.000019906302,0.00021505622,0.000020099622,0.00015295725],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016191092,0.00011471812,0.00012092464,0.00007782439,0.00011056151,0.00005209416,0.00024903298,0.00004757016,0.99928445],"category_scores_gemma":[0.0000174676,0.00009976899,0.000048497845,0.00018407012,0.000045443867,0.00014708765,0.000007733995,0.00010043899,0.99668646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015846172,0.0000038728354,0.0000041909716,0.0000011704117,0.0000022725997,0.0000025162499,0.0000070350343,0.000048871047,0.0000013996992,4.3598575e-8,0.47825167,0.5216611],"study_design_scores_gemma":[0.00008531511,0.00012463545,0.00026505263,0.000011574619,0.0000059449976,0.000011446153,0.0000017834161,0.0047892765,0.00019150983,0.000032498694,0.994327,0.0001539339],"about_ca_topic_score_codex":0.0015867362,"about_ca_topic_score_gemma":9.3076835e-7,"teacher_disagreement_score":0.5215072,"about_ca_system_score_codex":0.000004027392,"about_ca_system_score_gemma":0.000020711263,"threshold_uncertainty_score":0.40684614},"labels":[],"label_agreement":null},{"id":"W4406546109","doi":"10.1016/s1541-9800(12)70014-5","title":"10.1016/s1541-9800(12)70014-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.006283795132601768,"score_gpt":0.15674171686407412,"score_spread":0.15045792173147235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406546109","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007279204,0.00008866136,0.0000018695224,0.00060153473,0.0000032515027,0.00009860586,0.00002892452,0.000302216,0.998147],"genre_scores_gemma":[0.0007140294,0.0000013083866,0.00048434464,0.00072664797,0.000097083954,0.0000010311185,0.000057975685,0.0000046880814,0.9979129],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991736,0.00003796441,0.0001298505,0.00021354569,0.00017678505,0.0002682882],"domain_scores_gemma":[0.9995516,0.0000431421,0.000020004629,0.0002160058,0.000017412214,0.0001518339],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016743237,0.00011448236,0.00012052554,0.00006107197,0.00011348777,0.00005465715,0.00024947088,0.000046998706,0.9993244],"category_scores_gemma":[0.000017187882,0.00009962397,0.000046930218,0.00014401214,0.000045943285,0.00014695749,0.0000076034694,0.00009960921,0.9963868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015858237,0.000003838016,0.0000037494124,0.0000011092668,0.0000022054712,0.0000024081467,0.000006221143,0.00003336065,0.0000014610172,4.937514e-8,0.48584273,0.514087],"study_design_scores_gemma":[0.000084783824,0.00013020448,0.00023931214,0.0000111635245,0.000005921338,0.000012069384,0.0000016889561,0.004063383,0.0001736568,0.000033017805,0.9950911,0.00015371025],"about_ca_topic_score_codex":0.0010698134,"about_ca_topic_score_gemma":8.6265595e-7,"teacher_disagreement_score":0.5139333,"about_ca_system_score_codex":0.000004138352,"about_ca_system_score_gemma":0.000020020096,"threshold_uncertainty_score":0.40625477},"labels":[],"label_agreement":null},{"id":"W4406546501","doi":"10.1016/s1541-9800(10)70499-3","title":"10.1016/s1541-9800(10)70499-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Goldilocks principle; Proposition; Philosophy; Epistemology; Astrobiology; Biology","score_opus":0.006207937875942193,"score_gpt":0.15909736594547122,"score_spread":0.15288942806952902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406546501","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009072701,0.000093667164,0.0000016510386,0.00059195224,0.000003012209,0.000096150136,0.000034819946,0.00030810974,0.99796337],"genre_scores_gemma":[0.00058604684,9.4711186e-7,0.0004459631,0.0005990178,0.000097660966,0.0000010956528,0.00006942689,0.000004984473,0.9981949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913263,0.000041361567,0.00013696341,0.00022444411,0.0001865127,0.00027805814],"domain_scores_gemma":[0.999516,0.000045439294,0.000021842829,0.00022867521,0.000024148661,0.00016390323],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018090577,0.00012142078,0.00012737741,0.00008257835,0.00011675252,0.00005545228,0.00026296958,0.000053338063,0.9996452],"category_scores_gemma":[0.000021485797,0.000105805026,0.000050788793,0.000191656,0.000047857968,0.00015280023,0.000008590487,0.00009973089,0.9977765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019787987,0.0000041042713,0.000001782749,0.000001201595,0.0000023490768,0.0000024747426,0.000006736755,0.00003354914,0.0000014360107,4.173611e-8,0.5104594,0.4894671],"study_design_scores_gemma":[0.0000896782,0.00014247885,0.0001688316,0.0000120492095,0.0000064380797,0.000010742578,0.0000017867214,0.0043742736,0.00021750876,0.00002654867,0.9947875,0.00016213699],"about_ca_topic_score_codex":0.0009272159,"about_ca_topic_score_gemma":5.4191355e-7,"teacher_disagreement_score":0.489305,"about_ca_system_score_codex":0.000004369516,"about_ca_system_score_gemma":0.000022511884,"threshold_uncertainty_score":0.43146038},"labels":[],"label_agreement":null},{"id":"W4406547318","doi":"10.1016/s1541-9800(06)71036-5","title":"10.1016/s1541-9800(06)71036-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mnemonic; Computer science; World Wide Web; Web site; Web application; Information retrieval; The Internet; Psychology; Cognitive psychology","score_opus":0.005982548377483438,"score_gpt":0.15887369171873966,"score_spread":0.15289114334125622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406547318","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009964629,0.00009365942,0.000002046687,0.00068154134,0.0000022535974,0.00009643857,0.00003357914,0.0003059551,0.9977881],"genre_scores_gemma":[0.00091944315,0.0000010844625,0.000457465,0.00072322064,0.00009292193,9.907743e-7,0.00007646067,0.000004705636,0.9977237],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916923,0.000037832982,0.00013043676,0.0002137314,0.00017898143,0.00026977208],"domain_scores_gemma":[0.9995453,0.000042282667,0.000019641335,0.0002173994,0.000020429834,0.00015494121],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001679107,0.000114982904,0.00012115255,0.00007942505,0.00011249557,0.00005189869,0.00024877585,0.000048139424,0.9992304],"category_scores_gemma":[0.000017728868,0.00010005062,0.000048045218,0.00018494227,0.00004546384,0.00014637772,0.000007929928,0.00010106453,0.9974968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012284163,0.0000039250244,0.000004088821,0.0000011813247,0.0000022697366,0.000002372182,0.0000068780428,0.000039964256,0.0000015414723,5.792526e-8,0.48130783,0.51861763],"study_design_scores_gemma":[0.00008225682,0.00010823586,0.00023145898,0.000011736364,0.0000059257854,0.00001159739,0.0000017901249,0.004538015,0.00015365767,0.000025904425,0.9946749,0.00015449991],"about_ca_topic_score_codex":0.0009593418,"about_ca_topic_score_gemma":4.5101018e-7,"teacher_disagreement_score":0.51846313,"about_ca_system_score_codex":0.0000041275966,"about_ca_system_score_gemma":0.000020427604,"threshold_uncertainty_score":0.40799463},"labels":[],"label_agreement":null},{"id":"W4406547858","doi":"10.1016/s1541-9800(05)70136-8","title":"10.1016/s1541-9800(05)70136-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.006033602348717038,"score_gpt":0.15918893319995284,"score_spread":0.1531553308512358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406547858","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008400616,0.000089036505,0.0000020818973,0.00078505947,0.0000037362477,0.000097276265,0.000031499556,0.00030639654,0.9978449],"genre_scores_gemma":[0.00077671505,0.0000010531453,0.00050065777,0.00083617633,0.00009520372,0.0000010336706,0.000057289835,0.000004702826,0.99772716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991706,0.000037600443,0.00013036019,0.00021337571,0.00017793284,0.000270104],"domain_scores_gemma":[0.9995481,0.000041851607,0.000020011823,0.00021617151,0.000020593669,0.00015326813],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016525674,0.00011510197,0.00012100313,0.000079409045,0.000111844936,0.000052428983,0.00024868618,0.000047796464,0.999295],"category_scores_gemma":[0.000017353226,0.000099938436,0.000047860543,0.00018621703,0.000045445304,0.00014821571,0.000007770914,0.00009985416,0.9964734],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014428131,0.0000038079081,0.0000020822451,0.0000010981589,0.0000021458939,0.0000029653338,0.000006546362,0.00003597615,0.0000014914774,5.4790096e-8,0.49388707,0.50604236],"study_design_scores_gemma":[0.00008481539,0.00013616672,0.00017763184,0.000011664339,0.000005865915,0.000014958399,0.000001820805,0.0042577903,0.00020578688,0.000034246168,0.9949153,0.00015393464],"about_ca_topic_score_codex":0.0012542288,"about_ca_topic_score_gemma":5.554399e-7,"teacher_disagreement_score":0.5058884,"about_ca_system_score_codex":0.0000040983027,"about_ca_system_score_gemma":0.000020134567,"threshold_uncertainty_score":0.40753713},"labels":[],"label_agreement":null},{"id":"W4406550529","doi":"10.1016/s1521-6136(03)80001-5","title":"10.1016/s1521-6136(03)80001-5","year":2000,"lang":"en","type":"paratext","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.007892323434413184,"score_gpt":0.17782753454681266,"score_spread":0.16993521111239948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406550529","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005115401,0.0010367465,0.0000018771054,0.0004717742,0.000046800706,0.00027800482,0.0007217286,0.00025990143,0.9971781],"genre_scores_gemma":[0.0000038717203,0.000016444492,0.00025835796,0.0009514106,0.0007008177,0.0000041126964,0.0020795343,0.000022002378,0.99596345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980433,0.00010497503,0.00032355994,0.0005699704,0.00040390363,0.0005543062],"domain_scores_gemma":[0.9989398,0.00009383689,0.000106454514,0.0005156341,0.000053737134,0.00029052165],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022369217,0.00040956656,0.00046099053,0.00032729568,0.00019456234,0.00015586107,0.000709366,0.0003222586,0.9998829],"category_scores_gemma":[0.000022470818,0.0003683068,0.00015328168,0.00031004084,0.00010572555,0.00014882804,0.000029017443,0.0004740242,0.9998885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031240204,0.000006923329,9.104154e-8,0.000011748262,0.000012673256,0.0000050097165,0.000005582736,0.00007535106,3.3154805e-7,9.73341e-9,0.629055,0.37079602],"study_design_scores_gemma":[0.00010553414,0.0002052469,0.000006490434,0.000101777965,0.000025549953,0.000019657891,0.0000015189497,0.00102727,0.00007288432,0.000006470558,0.9979204,0.00050722685],"about_ca_topic_score_codex":0.0028341168,"about_ca_topic_score_gemma":7.629834e-7,"teacher_disagreement_score":0.3702888,"about_ca_system_score_codex":0.000014309291,"about_ca_system_score_gemma":0.0001350161,"threshold_uncertainty_score":0.9998769},"labels":[],"label_agreement":null},{"id":"W4406550649","doi":"10.1016/s1541-9800(10)70447-6","title":"10.1016/s1541-9800(10)70447-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.00620458754464328,"score_gpt":0.15909642401900756,"score_spread":0.15289183647436427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406550649","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006502838,0.000092059774,0.0000020341615,0.0007933325,0.000002906997,0.000098052195,0.00003848484,0.00030584363,0.998017],"genre_scores_gemma":[0.00052106765,9.3425274e-7,0.0004407358,0.0007550208,0.00009621247,0.000001070923,0.00006986378,0.0000049859377,0.9981101],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991336,0.000041355484,0.00013618758,0.00022267777,0.00018980133,0.00027640705],"domain_scores_gemma":[0.9995241,0.000046208155,0.00002185408,0.00022731579,0.000024446887,0.00015604083],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017749109,0.000120466546,0.0001264062,0.00008233796,0.00011597854,0.00005580658,0.00026042724,0.00005002727,0.9996588],"category_scores_gemma":[0.000018973613,0.00010504139,0.000049096972,0.00018891269,0.000047631616,0.00015376881,0.000008559174,0.00009598568,0.9975311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020283975,0.0000041977114,0.0000013893464,0.0000011734728,0.0000024088404,0.000002432053,0.000006165131,0.00003642957,0.0000013038433,5.0203084e-8,0.5186003,0.48132387],"study_design_scores_gemma":[0.00009114487,0.00015052658,0.00013879762,0.00001170711,0.0000063045195,0.000009478629,0.000001967935,0.004812241,0.00020094152,0.000028810176,0.99438715,0.00016092951],"about_ca_topic_score_codex":0.0010124665,"about_ca_topic_score_gemma":5.4930035e-7,"teacher_disagreement_score":0.48116294,"about_ca_system_score_codex":0.000004443884,"about_ca_system_score_gemma":0.000023111555,"threshold_uncertainty_score":0.42834637},"labels":[],"label_agreement":null},{"id":"W4406550794","doi":"10.1016/s1541-9800(10)70108-3","title":"10.1016/s1541-9800(10)70108-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine","score_opus":0.006135413562374005,"score_gpt":0.1589263817229232,"score_spread":0.15279096816054918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406550794","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080458826,0.00009485971,0.0000015407566,0.00065744686,0.0000032456694,0.000096238175,0.000034778426,0.00030950588,0.9979978],"genre_scores_gemma":[0.00058359955,9.387997e-7,0.00044497935,0.00063210755,0.00009980495,0.000001093736,0.00006978255,0.00000500354,0.9981627],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991356,0.00004053696,0.0001369386,0.00022334848,0.00018555688,0.00027802156],"domain_scores_gemma":[0.9995232,0.00004669854,0.000021844926,0.00022806658,0.00002416926,0.00015598725],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017213571,0.00012110964,0.00012707213,0.0000817996,0.00011868963,0.00005413747,0.00026060836,0.00005237227,0.9996774],"category_scores_gemma":[0.000021177935,0.00010552201,0.000050463823,0.00019024036,0.00004856767,0.000150939,0.0000085135525,0.000099323806,0.99785954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020055848,0.0000041432927,0.0000016536272,0.0000012147946,0.0000023318653,0.0000025775862,0.0000065284153,0.00003126623,0.0000015522636,4.4936538e-8,0.51716965,0.48275897],"study_design_scores_gemma":[0.00009004666,0.00014033428,0.00016821572,0.000012191976,0.000006398777,0.000010985555,0.0000018102128,0.0043987078,0.00020659267,0.000027615642,0.9947754,0.00016169215],"about_ca_topic_score_codex":0.0010262363,"about_ca_topic_score_gemma":5.682509e-7,"teacher_disagreement_score":0.48259726,"about_ca_system_score_codex":0.000004317852,"about_ca_system_score_gemma":0.0000226988,"threshold_uncertainty_score":0.4303063},"labels":[],"label_agreement":null},{"id":"W4406550914","doi":"10.1016/s1541-9800(10)70166-6","title":"10.1016/s1541-9800(10)70166-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0061605515796830925,"score_gpt":0.1589564514679732,"score_spread":0.1527958998882901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406550914","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006436615,0.000105844105,0.0000016523576,0.00068824063,0.0000030030344,0.00009666049,0.000035816876,0.00031194664,0.99811316],"genre_scores_gemma":[0.0005425217,0.000001032577,0.00044308612,0.0005997685,0.00009977919,0.0000011131978,0.00006782454,0.0000050636213,0.9982398],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912786,0.000040569994,0.00013809153,0.00022607655,0.00018706889,0.00028031392],"domain_scores_gemma":[0.99951947,0.000047014455,0.000022036342,0.00022937982,0.000024292638,0.0001578246],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017535164,0.00012237117,0.0001280888,0.000082618455,0.00011739599,0.000053777072,0.00026276775,0.00005149807,0.99967283],"category_scores_gemma":[0.000021342363,0.00010586055,0.000051288327,0.00018871059,0.000049003098,0.00014935179,0.000008588789,0.00009551478,0.9980549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020226791,0.0000041256303,0.0000014864322,0.0000012236353,0.0000023775224,0.0000025261875,0.000005763072,0.00003171564,0.0000014621373,4.652105e-8,0.5201525,0.47977656],"study_design_scores_gemma":[0.00009100431,0.00014291036,0.00015227821,0.000012778896,0.0000063820517,0.00001080903,0.000001663035,0.0041596135,0.00020966714,0.00002828261,0.99502116,0.00016344417],"about_ca_topic_score_codex":0.0010652349,"about_ca_topic_score_gemma":5.4436185e-7,"teacher_disagreement_score":0.47961313,"about_ca_system_score_codex":0.000004481927,"about_ca_system_score_gemma":0.00002538916,"threshold_uncertainty_score":0.4316868},"labels":[],"label_agreement":null},{"id":"W4406551168","doi":"10.1016/s1544-8800(05)70220-7","title":"10.1016/s1544-8800(05)70220-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Regimen; Simple (philosophy); Medicine; Internal medicine","score_opus":0.006069806298443705,"score_gpt":0.15962102398617595,"score_spread":0.15355121768773225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406551168","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010067383,0.000083695246,0.0000020481577,0.00075397093,0.000003775716,0.000096200056,0.00003339242,0.0003044013,0.9977158],"genre_scores_gemma":[0.00081559323,9.2778134e-7,0.00050094136,0.00071790826,0.00009270293,0.0000010033264,0.000057885823,0.0000046781756,0.99780834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991738,0.00003785569,0.0001295004,0.00021220697,0.00017868174,0.00026795364],"domain_scores_gemma":[0.99955165,0.000041978183,0.000020053676,0.00021487048,0.00002007214,0.00015135286],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016162934,0.00011410961,0.0001203656,0.000078739555,0.000113622445,0.0000508521,0.00024855704,0.00004679758,0.99922156],"category_scores_gemma":[0.000016644884,0.00009941355,0.00004785368,0.00018529098,0.000044968026,0.00014303892,0.000007726485,0.00010060216,0.99608356],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015817473,0.000003838908,0.0000022662757,0.0000010798017,0.000002115384,0.0000030009712,0.0000061825262,0.0000390768,0.0000014348785,5.601952e-8,0.4768381,0.523087],"study_design_scores_gemma":[0.00008295047,0.0001389278,0.00026418598,0.000011057751,0.000005859395,0.000015168441,0.000001834373,0.004328443,0.00019283737,0.000028601804,0.9947771,0.00015304257],"about_ca_topic_score_codex":0.0016419899,"about_ca_topic_score_gemma":6.8277296e-7,"teacher_disagreement_score":0.52293396,"about_ca_system_score_codex":0.0000041736234,"about_ca_system_score_gemma":0.000020701242,"threshold_uncertainty_score":0.40539667},"labels":[],"label_agreement":null},{"id":"W4406554364","doi":"10.1016/s1558-0164(12)70204-3","title":"10.1016/s1558-0164(12)70204-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pill; Pharmacology","score_opus":0.00631264481365779,"score_gpt":0.1564606316728927,"score_spread":0.15014798685923492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406554364","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007830175,0.00008202999,0.0000023182945,0.00054814626,0.0000031096179,0.00009654699,0.000030290046,0.00030630833,0.99814826],"genre_scores_gemma":[0.000595524,0.0000011630121,0.00049704785,0.0007017901,0.00008927334,9.846549e-7,0.000054752927,0.000004742299,0.99805474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991751,0.00003712149,0.00013039995,0.00021409815,0.00017757523,0.0002657439],"domain_scores_gemma":[0.9995537,0.000042009397,0.000020405356,0.00021318955,0.000017356006,0.00015335724],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001572723,0.000115051706,0.00012111105,0.000076793134,0.000109617045,0.000051123552,0.0002475703,0.000046669524,0.99932104],"category_scores_gemma":[0.0000174528,0.00009979123,0.0000476786,0.00014632134,0.000044962122,0.00014258358,0.000007690773,0.00009944379,0.99873215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019352086,0.0000042520646,0.0000012827231,0.0000012546333,0.0000025492723,0.0000029274427,0.000006534781,0.000037880363,0.0000019522197,5.584206e-8,0.58411986,0.41580212],"study_design_scores_gemma":[0.000082319675,0.00013191123,0.00024974238,0.000012297926,0.0000058769297,0.000012060846,0.0000016245713,0.003963449,0.00020072961,0.000025136287,0.9951598,0.00015502992],"about_ca_topic_score_codex":0.0010973285,"about_ca_topic_score_gemma":5.9312526e-7,"teacher_disagreement_score":0.4156471,"about_ca_system_score_codex":0.000004038893,"about_ca_system_score_gemma":0.000017733466,"threshold_uncertainty_score":0.40693682},"labels":[],"label_agreement":null},{"id":"W4406557336","doi":"10.1016/s1876-1143(08)70002-8","title":"10.1016/s1876-1143(08)70002-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Joint (building); Engineering; Structural engineering","score_opus":0.0059000442564586045,"score_gpt":0.1582042924029634,"score_spread":0.1523042481465048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406557336","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010127175,0.0000985538,0.0000021601109,0.00067588186,0.0000031535005,0.00009717503,0.000031925436,0.000312508,0.9977659],"genre_scores_gemma":[0.000875311,0.0000011123683,0.00051011576,0.00072846795,0.00009524168,0.0000010270437,0.0000533348,0.000004766666,0.9977306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916416,0.000038956387,0.00013189384,0.00021531651,0.00017928507,0.00027039737],"domain_scores_gemma":[0.9995435,0.000043938202,0.000020102292,0.00021884855,0.0000204428,0.00015319667],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016944057,0.000115959054,0.000121992794,0.00008003113,0.000110638226,0.000053866537,0.00025186106,0.000047739588,0.9994629],"category_scores_gemma":[0.000017395329,0.000101069534,0.00004825831,0.00018902712,0.00004605911,0.00015118487,0.000007639722,0.00010134441,0.99727476],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016136175,0.000004012619,0.000002845415,0.0000011501859,0.0000022980253,0.00000265262,0.000006743082,0.000049934933,0.0000016012418,5.461764e-8,0.44002262,0.55989],"study_design_scores_gemma":[0.00008422353,0.00012333434,0.00016749746,0.0000117617965,0.0000059674962,0.000012238123,0.0000018134439,0.005242907,0.0002140183,0.000028599276,0.9939518,0.00015585542],"about_ca_topic_score_codex":0.0010109126,"about_ca_topic_score_gemma":4.4850702e-7,"teacher_disagreement_score":0.5597341,"about_ca_system_score_codex":0.000004067905,"about_ca_system_score_gemma":0.000020496378,"threshold_uncertainty_score":0.4121496},"labels":[],"label_agreement":null},{"id":"W4406561331","doi":"10.1016/s2352-7986(15)30132-7","title":"10.1016/s2352-7986(15)30132-7","year":2000,"lang":"en","type":"paratext","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Front (military); Physics; Meteorology","score_opus":0.007593931349748617,"score_gpt":0.17530773150451054,"score_spread":0.16771380015476192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406561331","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007440179,0.0011801602,0.000002600519,0.00038100817,0.00003705084,0.00028348612,0.00061277614,0.00025054926,0.99724495],"genre_scores_gemma":[0.0000063782386,0.000016237283,0.00026026508,0.0008247336,0.0006033123,0.0000043305245,0.0019131714,0.000021163043,0.9963504],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980625,0.000105286075,0.00033581015,0.0005620595,0.00039376735,0.00054056436],"domain_scores_gemma":[0.9989514,0.000091617025,0.00011179266,0.0005100365,0.000053379452,0.00028180575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022710774,0.00040498795,0.00046445755,0.000351054,0.00017570177,0.0001477022,0.00070965907,0.0003240299,0.9998564],"category_scores_gemma":[0.000024578108,0.00036396293,0.00015243354,0.00032252373,0.000096481526,0.00015421612,0.000032302843,0.00054322614,0.9998216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027510348,0.0000056263248,1.14544e-7,0.000011129161,0.000011702167,0.000004313007,0.000005465738,0.00007931723,2.8809913e-7,1.0648821e-8,0.58674467,0.41310987],"study_design_scores_gemma":[0.000101991565,0.00021081798,0.0000072897506,0.00010485742,0.000024700923,0.000017652292,0.0000014611537,0.0010069734,0.00007315385,0.0000086213195,0.9979433,0.00049919187],"about_ca_topic_score_codex":0.00285248,"about_ca_topic_score_gemma":8.786299e-7,"teacher_disagreement_score":0.41261068,"about_ca_system_score_codex":0.0000141676455,"about_ca_system_score_gemma":0.00013125704,"threshold_uncertainty_score":0.9998812},"labels":[],"label_agreement":null},{"id":"W4406561345","doi":"10.1016/s2352-7986(15)30110-8","title":"10.1016/s2352-7986(15)30110-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.005828014318415826,"score_gpt":0.15636141159940364,"score_spread":0.15053339728098783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406561345","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011633929,0.0000976017,0.00000209646,0.00058232894,0.00000310051,0.00009617414,0.000029348332,0.0002960406,0.9977299],"genre_scores_gemma":[0.0010546735,0.000001028619,0.00046752993,0.00074294664,0.00009770835,0.0000010300932,0.000054776843,0.000004530812,0.99757576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918884,0.000038446437,0.00013177122,0.00020850889,0.00017473198,0.00025767827],"domain_scores_gemma":[0.999559,0.000040191295,0.000020259125,0.0002132977,0.000020356636,0.00014692429],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016710054,0.00011263806,0.00012002449,0.000082806466,0.000106944055,0.000050810995,0.00024804863,0.00004820933,0.9992875],"category_scores_gemma":[0.000018286093,0.000097902324,0.000045619756,0.0001889442,0.000045105622,0.00015193988,0.000008188426,0.00011280719,0.9961319],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015583759,0.0000037852037,0.000004243128,0.0000011062757,0.0000022258696,0.0000024001201,0.0000073605197,0.000034923225,0.0000014159141,5.5708362e-8,0.4668511,0.5330758],"study_design_scores_gemma":[0.00008080926,0.00012518623,0.00024385382,0.00001153161,0.0000055376686,0.000010889961,0.0000018265185,0.003589216,0.0002052849,0.00003395704,0.99554104,0.000150857],"about_ca_topic_score_codex":0.0012463663,"about_ca_topic_score_gemma":6.3052937e-7,"teacher_disagreement_score":0.53292495,"about_ca_system_score_codex":0.0000038218723,"about_ca_system_score_gemma":0.000020279274,"threshold_uncertainty_score":0.3992341},"labels":[],"label_agreement":null},{"id":"W4406568854","doi":"10.1016/s1541-9800(12)70399-x","title":"10.1016/s1541-9800(12)70399-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.006367093723797099,"score_gpt":0.1570399239016469,"score_spread":0.1506728301778498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406568854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070550013,0.00008181333,0.0000020451068,0.00063971017,0.0000032064522,0.000097134565,0.0000304484,0.00030383284,0.9981363],"genre_scores_gemma":[0.0007923465,0.0000010551819,0.00049268245,0.00073755224,0.00009491495,0.0000010076799,0.00005615619,0.0000047031153,0.9978196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917126,0.000037562888,0.00013055216,0.00021370452,0.00017840369,0.000268514],"domain_scores_gemma":[0.9995508,0.000042511256,0.000020014546,0.00021694008,0.000017673045,0.00015206495],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016579585,0.00011502749,0.000121074314,0.00007842284,0.00011207119,0.00005167177,0.0002482323,0.000047460173,0.99933165],"category_scores_gemma":[0.000017418493,0.00010007365,0.000047495207,0.00014787097,0.000045508124,0.00014634419,0.000007757492,0.00009990104,0.99628407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016377884,0.000003828711,0.0000036278507,0.0000011296263,0.0000022456438,0.000002504931,0.000006803991,0.000035050547,0.0000015307219,4.941032e-8,0.47766164,0.5222652],"study_design_scores_gemma":[0.000084235675,0.00013000131,0.0002418505,0.000011662864,0.000005948205,0.00001174082,0.0000016567093,0.0040176352,0.00020054694,0.000032432254,0.9951078,0.00015448123],"about_ca_topic_score_codex":0.0011843508,"about_ca_topic_score_gemma":8.409616e-7,"teacher_disagreement_score":0.52211076,"about_ca_system_score_codex":0.000004064489,"about_ca_system_score_gemma":0.00002046529,"threshold_uncertainty_score":0.4080885},"labels":[],"label_agreement":null},{"id":"W4406572360","doi":"10.1016/s2211-0666(20)30002-5","title":"10.1016/s2211-0666(20)30002-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.00570086613770643,"score_gpt":0.15684770883049132,"score_spread":0.1511468426927849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406572360","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074167445,0.000100816804,0.0000017194977,0.00077166467,0.000003110231,0.00010331117,0.00003955247,0.00030974226,0.9979284],"genre_scores_gemma":[0.00054446363,9.698406e-7,0.0004100971,0.0007176926,0.00009842552,0.0000010817864,0.0000687597,0.000004776092,0.99815375],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916226,0.000038324288,0.00013136103,0.00021588008,0.00017975514,0.00027242934],"domain_scores_gemma":[0.9995417,0.00004321107,0.000020034087,0.00022012998,0.000020465064,0.00015444001],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016373394,0.00011607989,0.00012175191,0.00008035032,0.00011300711,0.00005219697,0.00025229336,0.000048449474,0.9993746],"category_scores_gemma":[0.000015783466,0.00010110811,0.000047872927,0.00018536625,0.00004600797,0.00014781127,0.000007679597,0.000102189966,0.99671715],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017640055,0.0000038896114,0.0000028118832,0.0000011163406,0.0000022722695,0.0000025402126,0.0000062764575,0.000049171547,0.0000016356428,4.9190483e-8,0.48401773,0.51589483],"study_design_scores_gemma":[0.000110817746,0.00011940989,0.00013068254,0.00001144149,0.000005976779,0.000012368559,0.0000016528122,0.0047454876,0.00019382242,0.000028965464,0.9944834,0.00015598549],"about_ca_topic_score_codex":0.0008853318,"about_ca_topic_score_gemma":6.6938634e-7,"teacher_disagreement_score":0.51573884,"about_ca_system_score_codex":0.0000041302455,"about_ca_system_score_gemma":0.00002090725,"threshold_uncertainty_score":0.4123069},"labels":[],"label_agreement":null},{"id":"W4406574128","doi":"10.1016/s1634-6939(20)30620-7","title":"10.1016/s1634-6939(20)30620-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.005714285138358485,"score_gpt":0.15718459062429221,"score_spread":0.15147030548593374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406574128","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070508954,0.00009808305,0.0000020366733,0.000791601,0.0000031928137,0.00009605288,0.000037950125,0.0003091776,0.9979568],"genre_scores_gemma":[0.00059732783,8.42316e-7,0.00049661385,0.00071755156,0.000097708944,0.0000010073778,0.00006932975,0.0000046952946,0.9980149],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991701,0.000037538175,0.00013036017,0.00021403693,0.00017807628,0.00026987857],"domain_scores_gemma":[0.99954826,0.000041743926,0.000020015583,0.00021682447,0.000020204066,0.00015294805],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016408176,0.00011491596,0.00012116853,0.0000793299,0.000112212416,0.00005113871,0.0002490452,0.000047974125,0.99924207],"category_scores_gemma":[0.000015455054,0.000100011974,0.000047476355,0.00018536522,0.00004610708,0.00014358007,0.00000768435,0.0000976774,0.99622804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015800424,0.000003827476,0.0000029701107,0.0000011428613,0.0000022598124,0.000002591605,0.000005796878,0.000047952555,0.0000020892894,4.7189992e-8,0.4809407,0.51897484],"study_design_scores_gemma":[0.00008249863,0.00012248539,0.00013777327,0.0000115770445,0.0000059616245,0.0000120152035,0.0000017133815,0.004727362,0.00020859069,0.000029543502,0.9945062,0.00015431512],"about_ca_topic_score_codex":0.001018245,"about_ca_topic_score_gemma":7.051372e-7,"teacher_disagreement_score":0.5188205,"about_ca_system_score_codex":0.0000045255524,"about_ca_system_score_gemma":0.000020878359,"threshold_uncertainty_score":0.40783697},"labels":[],"label_agreement":null},{"id":"W4406574516","doi":"10.1016/s1558-0164(08)70420-6","title":"10.1016/s1558-0164(08)70420-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.005904125192861314,"score_gpt":0.15866966470841176,"score_spread":0.15276553951555044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406574516","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008554021,0.00009406983,0.000002403539,0.00067674555,0.0000031588397,0.00009560653,0.000032555687,0.0003061934,0.99793386],"genre_scores_gemma":[0.0008251199,0.0000010525839,0.00050636445,0.0006955724,0.000094642535,9.977864e-7,0.00005547253,0.0000047533154,0.997816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991671,0.000037510996,0.00013085264,0.00021471323,0.00018217192,0.00026766385],"domain_scores_gemma":[0.99954796,0.000042656386,0.00002077227,0.00021628723,0.00002032945,0.00015202443],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016669522,0.00011537113,0.00012169235,0.000077376375,0.00011229914,0.000051701103,0.00025027525,0.000047336645,0.99936795],"category_scores_gemma":[0.000018166025,0.000100005884,0.000048325885,0.0001847495,0.00004581891,0.00014522379,0.0000077985615,0.00010029816,0.999025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017869894,0.0000043516693,8.913844e-7,0.0000012707121,0.0000025306356,0.0000029076434,0.0000073515125,0.00004197855,0.0000017292737,6.1884535e-8,0.58784586,0.41207322],"study_design_scores_gemma":[0.00008351822,0.00012314043,0.00020529208,0.000011728772,0.0000058084865,0.000012062653,0.0000018145893,0.0041701742,0.00020658413,0.000029571294,0.9949948,0.0001554837],"about_ca_topic_score_codex":0.0010574061,"about_ca_topic_score_gemma":5.316504e-7,"teacher_disagreement_score":0.41191775,"about_ca_system_score_codex":0.0000042446536,"about_ca_system_score_gemma":0.000021158237,"threshold_uncertainty_score":0.40781218},"labels":[],"label_agreement":null},{"id":"W4406574520","doi":"10.1016/s1558-0164(08)70252-9","title":"10.1016/s1558-0164(08)70252-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.005827572140035813,"score_gpt":0.1586369816948202,"score_spread":0.1528094095547844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406574520","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008475467,0.00009413841,0.0000019943332,0.0005887794,0.0000031457976,0.000095231095,0.000032290805,0.00030373764,0.9980331],"genre_scores_gemma":[0.00085927744,0.0000011010997,0.00050170935,0.0006835555,0.00009043157,9.960108e-7,0.00005291065,0.0000046356877,0.99780536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917364,0.00003694642,0.00013036607,0.00021356044,0.00018038182,0.0002651283],"domain_scores_gemma":[0.9995505,0.000043213804,0.000020505553,0.00021532767,0.000020318732,0.00015010194],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016463354,0.00011482032,0.00012105421,0.00007769035,0.00011187343,0.000051189974,0.00024937306,0.000047277204,0.99927336],"category_scores_gemma":[0.000017630897,0.0000995805,0.000048130307,0.00018237713,0.00004542079,0.00014307664,0.000007774521,0.00010011974,0.999053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018363098,0.000004487377,9.573533e-7,0.0000013253386,0.0000026011573,0.0000027380127,0.0000072234766,0.00004026682,0.0000024950702,7.964026e-8,0.59952587,0.4003936],"study_design_scores_gemma":[0.00008320271,0.00012170096,0.00028041188,0.000011829058,0.0000058830747,0.00001151877,0.0000017356223,0.0034181082,0.00022476091,0.000026200156,0.9956605,0.00015415638],"about_ca_topic_score_codex":0.0010698151,"about_ca_topic_score_gemma":4.3874903e-7,"teacher_disagreement_score":0.40023944,"about_ca_system_score_codex":0.000004247938,"about_ca_system_score_gemma":0.000021526583,"threshold_uncertainty_score":0.4060775},"labels":[],"label_agreement":null},{"id":"W4406574695","doi":"10.1016/s1558-0164(08)70115-9","title":"10.1016/s1558-0164(08)70115-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Work (physics); Engineering; Mechanical engineering","score_opus":0.006029229626383648,"score_gpt":0.15852764015866005,"score_spread":0.15249841053227642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406574695","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000826228,0.00009590484,0.000002381702,0.0006474043,0.000003142892,0.000095250594,0.000032258446,0.000305338,0.9979921],"genre_scores_gemma":[0.0007937754,0.0000011330482,0.00049860444,0.00069744885,0.000093108596,9.986035e-7,0.000052856074,0.0000047498006,0.99785733],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991696,0.000037398924,0.00013073806,0.00021450479,0.00018068933,0.00026708824],"domain_scores_gemma":[0.99954903,0.000042129584,0.000020764193,0.00021604662,0.000020268335,0.00015175558],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016617533,0.00011524149,0.000121179735,0.00007763964,0.00011157683,0.000050666742,0.000250412,0.000047268102,0.9994044],"category_scores_gemma":[0.000017718787,0.00009991009,0.000048283997,0.00018115598,0.000045810233,0.00014482894,0.000007790561,0.00010011468,0.9990884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018306771,0.000004449136,8.926225e-7,0.0000012968445,0.0000025872553,0.0000029505143,0.0000074648706,0.000037716116,0.0000018562852,6.5606955e-8,0.6019341,0.39798835],"study_design_scores_gemma":[0.000082842686,0.0001233763,0.00021571496,0.000011643923,0.000005909762,0.000012016265,0.0000018167524,0.0039436426,0.00021634804,0.000030255505,0.99520105,0.00015535277],"about_ca_topic_score_codex":0.0010506565,"about_ca_topic_score_gemma":5.0833006e-7,"teacher_disagreement_score":0.397833,"about_ca_system_score_codex":0.0000042093047,"about_ca_system_score_gemma":0.000021181098,"threshold_uncertainty_score":0.40742153},"labels":[],"label_agreement":null},{"id":"W4406575944","doi":"10.1016/s1553-3212(10)70120-5","title":"10.1016/s1553-3212(10)70120-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Actuarial science","score_opus":0.006229220071367048,"score_gpt":0.15909482417318466,"score_spread":0.1528656041018176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406575944","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007474594,0.00010117248,0.0000017023957,0.0006477663,0.0000031034951,0.000095615615,0.00003372898,0.0003105547,0.9980589],"genre_scores_gemma":[0.0006915379,9.982823e-7,0.000417281,0.000604729,0.0001000873,0.0000010951621,0.00006798287,0.000005003771,0.9981113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991366,0.000040185663,0.00013615283,0.00022165611,0.00018595759,0.00027944593],"domain_scores_gemma":[0.999523,0.000045499302,0.000022068338,0.00022782895,0.000023379476,0.00015824569],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017601489,0.00012118492,0.00012727412,0.00008189805,0.00012093936,0.00005451913,0.00025939217,0.000051242398,0.99960464],"category_scores_gemma":[0.000020907597,0.000105588435,0.000050524315,0.00018906259,0.000049068178,0.00015685534,0.000008217362,0.0000967521,0.99786294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020048896,0.0000041366907,0.0000016418534,0.0000012099863,0.0000023500563,0.000002432759,0.000006412779,0.00003402499,0.0000014899672,4.572286e-8,0.51147527,0.48845097],"study_design_scores_gemma":[0.00008538445,0.00013906436,0.00016686188,0.000011842146,0.000006377218,0.000010757594,0.0000018312003,0.004233183,0.00021445169,0.000025321498,0.99494296,0.00016194771],"about_ca_topic_score_codex":0.0009678302,"about_ca_topic_score_gemma":5.382489e-7,"teacher_disagreement_score":0.48828903,"about_ca_system_score_codex":0.000004474625,"about_ca_system_score_gemma":0.000022325914,"threshold_uncertainty_score":0.43057713},"labels":[],"label_agreement":null},{"id":"W4406576025","doi":"10.1016/s1558-0164(08)70451-6","title":"10.1016/s1558-0164(08)70451-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.005897382172947011,"score_gpt":0.15851117744336513,"score_spread":0.1526137952704181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406576025","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008579951,0.00010360154,0.0000023243924,0.0007257137,0.0000031307866,0.000095657204,0.000032216678,0.00030596554,0.99787337],"genre_scores_gemma":[0.00077183684,0.000001191024,0.0005097646,0.0006847755,0.00009590494,9.98622e-7,0.000052936048,0.0000047468893,0.99787784],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991675,0.000037538113,0.00013074448,0.00021460193,0.00018204833,0.00026759025],"domain_scores_gemma":[0.9995483,0.000042543837,0.00002076077,0.00021614981,0.00002031383,0.00015191856],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016658704,0.000115322844,0.00012133764,0.000077317665,0.00011711326,0.000054795266,0.00024997105,0.00004670527,0.9993407],"category_scores_gemma":[0.000018037861,0.00009998095,0.000048298807,0.00018460129,0.000047866644,0.0001450181,0.000007785208,0.0001003089,0.9990238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017643548,0.000004301068,9.141827e-7,0.0000012568357,0.0000025080367,0.0000029410796,0.000007155694,0.0000403307,0.0000017315624,5.8205423e-8,0.58256555,0.4173556],"study_design_scores_gemma":[0.00008325919,0.00012264555,0.0002041165,0.000011672149,0.0000057931393,0.000012421996,0.0000018344767,0.003973944,0.00021638298,0.000028309389,0.9951842,0.00015545521],"about_ca_topic_score_codex":0.0011299954,"about_ca_topic_score_gemma":5.2865266e-7,"teacher_disagreement_score":0.41720015,"about_ca_system_score_codex":0.000004264581,"about_ca_system_score_gemma":0.00002205099,"threshold_uncertainty_score":0.40771046},"labels":[],"label_agreement":null},{"id":"W4406576041","doi":"10.1016/s1553-3212(11)70201-1","title":"10.1016/s1553-3212(11)70201-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"History; Psychology","score_opus":0.005820831132995681,"score_gpt":0.1573327570908453,"score_spread":0.15151192595784962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406576041","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013442782,0.00007869196,0.0000023585421,0.0007458799,0.0000034273223,0.000095266325,0.000032120086,0.00029828225,0.9973997],"genre_scores_gemma":[0.00080233073,8.9397207e-7,0.0005504013,0.0006909888,0.000097607044,9.692407e-7,0.000055994726,0.000004607455,0.9977962],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991914,0.000037260885,0.00012694643,0.00020908818,0.00017415865,0.00026111686],"domain_scores_gemma":[0.99954915,0.000043556567,0.000020282978,0.0002165876,0.000020258667,0.00015019269],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016853286,0.000112185495,0.00011813432,0.000073732794,0.00010938655,0.00005002535,0.00025187817,0.000047769565,0.99928814],"category_scores_gemma":[0.00001766542,0.00009718356,0.00004489744,0.00017032205,0.000046114117,0.00014212656,0.0000078056155,0.000085284715,0.99643576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000116993415,0.0000037254038,0.0000059047343,0.0000011191369,0.0000017684803,0.0000022688778,0.000007219853,0.000033990662,0.0000013063338,6.445364e-8,0.51100886,0.4889221],"study_design_scores_gemma":[0.00007814827,0.0000991641,0.00025365208,0.00001087271,0.000005656238,0.000010885548,0.0000020614011,0.004016383,0.0001810964,0.000022902123,0.99516815,0.00015104514],"about_ca_topic_score_codex":0.0018156979,"about_ca_topic_score_gemma":0.0000012742655,"teacher_disagreement_score":0.48877105,"about_ca_system_score_codex":0.0000036998285,"about_ca_system_score_gemma":0.000019461313,"threshold_uncertainty_score":0.39630306},"labels":[],"label_agreement":null},{"id":"W4406576709","doi":"10.1016/s1553-3212(05)71240-1","title":"10.1016/s1553-3212(05)71240-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.005999109207405525,"score_gpt":0.15858564740043463,"score_spread":0.15258653819302911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406576709","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009392975,0.00008748088,0.000002287898,0.0007388097,0.0000038372928,0.000096509284,0.00003263171,0.00030960492,0.99778956],"genre_scores_gemma":[0.0008078823,0.0000010236383,0.0004975061,0.0008612494,0.00009694534,0.0000010119127,0.00005662018,0.000004703755,0.99767303],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991707,0.000037109497,0.0001302179,0.0002134697,0.00017815857,0.00027035238],"domain_scores_gemma":[0.99954724,0.000041880983,0.000020306301,0.00021678986,0.000020442543,0.00015332093],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016615006,0.00011505373,0.000121266115,0.00007947134,0.000111969435,0.000051895902,0.00024901485,0.00004781358,0.99917936],"category_scores_gemma":[0.000017649052,0.0000999746,0.00004743778,0.0001854968,0.00004536,0.00014707659,0.000007773334,0.00009885599,0.9962797],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016520553,0.00000384417,0.0000022240245,0.000001109244,0.0000021708727,0.0000030978172,0.0000069626785,0.000036746344,0.0000014988057,5.561338e-8,0.492751,0.50717473],"study_design_scores_gemma":[0.00009216563,0.00013779089,0.0001818875,0.0000113938195,0.0000058571463,0.000014986743,0.0000018717315,0.003986334,0.00020832368,0.000030457868,0.9951749,0.00015405663],"about_ca_topic_score_codex":0.0011990693,"about_ca_topic_score_gemma":5.7978076e-7,"teacher_disagreement_score":0.5070207,"about_ca_system_score_codex":0.0000041598955,"about_ca_system_score_gemma":0.000020697586,"threshold_uncertainty_score":0.4076846},"labels":[],"label_agreement":null},{"id":"W4406576837","doi":"10.1016/s1553-3212(05)71152-3","title":"10.1016/s1553-3212(05)71152-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Electronic money; Economics; Business; Monetary economics; Finance; Payment","score_opus":0.006013760991799773,"score_gpt":0.1586317114362115,"score_spread":0.15261795044441173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406576837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00090470066,0.00008950848,0.0000022907973,0.0007861757,0.000003877497,0.00009533072,0.000029438219,0.00030888373,0.9977798],"genre_scores_gemma":[0.0007398012,0.0000011174747,0.0005315684,0.00084588805,0.00010068187,0.0000010103435,0.000055929533,0.0000046785162,0.99771935],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999174,0.000036705485,0.00012987187,0.00021303183,0.00017731823,0.00026909498],"domain_scores_gemma":[0.9995512,0.000040805367,0.000020117972,0.00021511612,0.00002056128,0.0001522135],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016527159,0.00011454122,0.00012047743,0.000078213714,0.00011315049,0.000051268435,0.00024914893,0.000047802438,0.9991722],"category_scores_gemma":[0.000017005157,0.00009968123,0.00004698122,0.0001848951,0.000044796092,0.00014630023,0.000007773069,0.00009941217,0.9963078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016351423,0.0000037727193,0.000001965195,0.0000010314883,0.000002180388,0.0000030888611,0.0000071096783,0.000036502362,0.0000013467385,5.4900564e-8,0.48752686,0.51239973],"study_design_scores_gemma":[0.00009139625,0.00013306568,0.00018918654,0.000011307668,0.0000055138426,0.0000149281805,0.000001965352,0.0039336244,0.00019619457,0.000030738825,0.9952374,0.00015468626],"about_ca_topic_score_codex":0.0011204119,"about_ca_topic_score_gemma":5.899709e-7,"teacher_disagreement_score":0.51224506,"about_ca_system_score_codex":0.0000041453372,"about_ca_system_score_gemma":0.000021070535,"threshold_uncertainty_score":0.40648827},"labels":[],"label_agreement":null},{"id":"W4406577778","doi":"10.1016/s1544-8800(08)70405-6","title":"10.1016/s1544-8800(08)70405-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Business; Internal medicine","score_opus":0.0059705006170240734,"score_gpt":0.1590449049749407,"score_spread":0.15307440435791664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406577778","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00085456297,0.00010850261,0.000002341708,0.00068895426,0.0000032213661,0.000097220596,0.00003070548,0.00030625283,0.99790823],"genre_scores_gemma":[0.0008817115,9.1552755e-7,0.0005249882,0.00064540847,0.000094745745,0.0000010007964,0.000052841155,0.0000047021745,0.9977937],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916714,0.00003780983,0.00013556282,0.0002136935,0.0001777161,0.00026805524],"domain_scores_gemma":[0.9995478,0.00004246737,0.000020969648,0.00021602535,0.000020554968,0.0001521938],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016666514,0.000115007075,0.00012097099,0.000078602774,0.00011254212,0.000051772375,0.0002484222,0.00004811019,0.9993176],"category_scores_gemma":[0.000017559578,0.00010014429,0.000049752813,0.00018553609,0.000045774446,0.00014654119,0.0000077447285,0.00010087221,0.99729985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016304522,0.000003914221,0.0000032834914,0.0000011781418,0.0000022087688,0.0000025620257,0.0000064146234,0.000039354378,0.0000015155246,5.7343595e-8,0.4641182,0.535805],"study_design_scores_gemma":[0.00008319647,0.00012314877,0.00033357894,0.000011704088,0.00000583791,0.000011853641,0.0000017506987,0.004434675,0.0002061816,0.000029597319,0.994604,0.00015447529],"about_ca_topic_score_codex":0.0014459813,"about_ca_topic_score_gemma":6.2861017e-7,"teacher_disagreement_score":0.5356505,"about_ca_system_score_codex":0.000004056936,"about_ca_system_score_gemma":0.000021121348,"threshold_uncertainty_score":0.40837654},"labels":[],"label_agreement":null},{"id":"W4406578041","doi":"10.1016/s1544-8800(08)70204-5","title":"10.1016/s1544-8800(08)70204-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.0059793219865164286,"score_gpt":0.1588979912984955,"score_spread":0.15291866931197906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578041","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010546156,0.00009370786,0.0000022459246,0.0005998915,0.0000032255116,0.000096759664,0.000030282547,0.0003061178,0.99781317],"genre_scores_gemma":[0.001050454,0.000001054745,0.00051073305,0.00063465635,0.00009598573,9.855997e-7,0.000053416712,0.000004690557,0.997648],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991717,0.000037664187,0.00013513837,0.00021321412,0.00017663377,0.00026565715],"domain_scores_gemma":[0.99954855,0.000042665783,0.000020918213,0.00021464445,0.000019997939,0.0001532257],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015895136,0.00011461338,0.000120742145,0.00007610139,0.00011385068,0.000054541575,0.0002478901,0.00004699829,0.99935246],"category_scores_gemma":[0.00001751309,0.00009984825,0.00004963813,0.00018348456,0.00004613833,0.00014549629,0.0000075806925,0.00010072304,0.9974284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016238848,0.000003827685,0.0000036448473,0.0000011728223,0.0000022185552,0.0000025432469,0.000006489878,0.0000372922,0.000001482652,5.5560946e-8,0.46561593,0.53430915],"study_design_scores_gemma":[0.000083208724,0.00012408626,0.00033719355,0.000012026991,0.0000058872456,0.000012217619,0.000001754205,0.0042314,0.00018500752,0.000028961018,0.9948243,0.00015397547],"about_ca_topic_score_codex":0.0013659992,"about_ca_topic_score_gemma":5.124737e-7,"teacher_disagreement_score":0.53415513,"about_ca_system_score_codex":0.000004122348,"about_ca_system_score_gemma":0.000018408504,"threshold_uncertainty_score":0.40716934},"labels":[],"label_agreement":null},{"id":"W4406578310","doi":"10.1016/s1544-8800(06)70955-1","title":"10.1016/s1544-8800(06)70955-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.0059854075943297745,"score_gpt":0.15892150675911848,"score_spread":0.1529360991647887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578310","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012032945,0.00009132351,0.000002211187,0.000693069,0.0000022551685,0.0000967268,0.00003285943,0.00030668912,0.9975716],"genre_scores_gemma":[0.00096173317,0.0000010703444,0.0004886541,0.0006409175,0.000092861155,9.969069e-7,0.00007083319,0.0000046929113,0.99773824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991715,0.00003767939,0.00013030207,0.00021301744,0.00017832288,0.0002692117],"domain_scores_gemma":[0.9995467,0.00004294527,0.000019641238,0.00021528898,0.000020646226,0.00015475023],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001625916,0.00011500231,0.00012120084,0.000078646975,0.0001118373,0.000051766507,0.00024742013,0.000048152826,0.9990932],"category_scores_gemma":[0.000017571314,0.000099967365,0.00004814873,0.00018443432,0.000045345667,0.00014610686,0.000007738449,0.000100813944,0.99746275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001270526,0.000003838971,0.000004163002,0.0000011574322,0.0000022068284,0.0000023546095,0.000006422219,0.000039031085,0.000001609617,5.6040953e-8,0.4980425,0.501884],"study_design_scores_gemma":[0.000080479345,0.00010859579,0.00034592618,0.000011632504,0.000005917282,0.000011645383,0.0000017648894,0.004215366,0.00018849724,0.000027663045,0.9948484,0.00015416139],"about_ca_topic_score_codex":0.0013337051,"about_ca_topic_score_gemma":5.461432e-7,"teacher_disagreement_score":0.5017298,"about_ca_system_score_codex":0.00000407174,"about_ca_system_score_gemma":0.000021559696,"threshold_uncertainty_score":0.4076551},"labels":[],"label_agreement":null},{"id":"W4406578618","doi":"10.1016/s1544-8800(05)70452-8","title":"10.1016/s1544-8800(05)70452-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.006076801278984939,"score_gpt":0.15957619066696457,"score_spread":0.15349938938797963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578618","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009532049,0.00008262777,0.000002253724,0.0007424661,0.0000037461443,0.00009613319,0.00003091267,0.00030598752,0.99778265],"genre_scores_gemma":[0.0008369455,0.0000010133825,0.00051700143,0.0007175311,0.000096260635,9.974027e-7,0.000053110554,0.0000046887026,0.99777246],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999174,0.000037266556,0.00012960806,0.00021263042,0.00017743008,0.00026908668],"domain_scores_gemma":[0.99954987,0.000042084856,0.000019963963,0.00021511166,0.000020389794,0.00015259531],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015993683,0.00011475679,0.00012075937,0.00007860906,0.00011175016,0.00005175413,0.00024742505,0.00004721061,0.9991983],"category_scores_gemma":[0.000016671254,0.00009978171,0.00004792652,0.00018436367,0.000045394856,0.00014662048,0.000007723117,0.00009993833,0.9963987],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015649764,0.0000038125163,0.0000022456704,0.0000010853352,0.0000021337814,0.0000031003099,0.000006079525,0.000038958296,0.000001434315,5.622485e-8,0.47480783,0.52511764],"study_design_scores_gemma":[0.00008262981,0.00013737092,0.00025865863,0.000012218187,0.0000058955748,0.000015609496,0.0000017747684,0.00419676,0.00020416529,0.000028671942,0.9949027,0.00015360011],"about_ca_topic_score_codex":0.0015864599,"about_ca_topic_score_gemma":6.618916e-7,"teacher_disagreement_score":0.52496403,"about_ca_system_score_codex":0.0000041092967,"about_ca_system_score_gemma":0.00002092155,"threshold_uncertainty_score":0.40689802},"labels":[],"label_agreement":null},{"id":"W4406578652","doi":"10.1016/s1544-8800(05)70468-1","title":"10.1016/s1544-8800(05)70468-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.006068472151928129,"score_gpt":0.1595264970120674,"score_spread":0.15345802486013926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578652","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009727491,0.000081767925,0.0000022830216,0.0007767419,0.0000036402107,0.00009689632,0.000030921652,0.00030560573,0.9977294],"genre_scores_gemma":[0.000825062,0.0000010037612,0.0005313342,0.0007473143,0.000093491,0.0000010025132,0.000054070788,0.000004687273,0.99774206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991746,0.00003703619,0.00012972382,0.00021202787,0.0001769094,0.00026967918],"domain_scores_gemma":[0.9995517,0.000041618863,0.000019993218,0.00021423507,0.000020432324,0.00015202974],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016051825,0.00011424093,0.00012153051,0.00007840848,0.00011257446,0.000050772513,0.00024709967,0.000048212958,0.9991643],"category_scores_gemma":[0.000016299373,0.00009959093,0.00004798742,0.00018336425,0.00004530808,0.0001459754,0.000007709059,0.00010068526,0.99643886],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015462894,0.0000037889067,0.0000024735114,0.0000011217644,0.0000021141334,0.0000031773052,0.0000061496994,0.000036866088,0.0000014305161,5.732237e-8,0.48367313,0.51625425],"study_design_scores_gemma":[0.00008348482,0.0001388107,0.00028523555,0.000011639195,0.000005925624,0.000016299931,0.0000017325676,0.0039159786,0.00018923398,0.000029177598,0.9951692,0.00015327142],"about_ca_topic_score_codex":0.0015990657,"about_ca_topic_score_gemma":6.884305e-7,"teacher_disagreement_score":0.516101,"about_ca_system_score_codex":0.0000041395647,"about_ca_system_score_gemma":0.000020945854,"threshold_uncertainty_score":0.40612003},"labels":[],"label_agreement":null},{"id":"W4406578845","doi":"10.1016/s1541-9800(12)70211-9","title":"10.1016/s1541-9800(12)70211-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Risk analysis (engineering); Business","score_opus":0.006325732536950355,"score_gpt":0.15669022883831457,"score_spread":0.15036449630136423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578845","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007310116,0.00008041008,0.000002132906,0.0006352654,0.0000032296603,0.00009672614,0.000030308558,0.00029584998,0.9981251],"genre_scores_gemma":[0.0008075797,0.0000010955201,0.0005041088,0.000729627,0.00009534716,9.914114e-7,0.000057618414,0.0000047340463,0.9977989],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916464,0.000038226844,0.0001315328,0.00021569197,0.0001794859,0.00027042814],"domain_scores_gemma":[0.99954677,0.0000425618,0.000020166819,0.00021902788,0.000018082243,0.00015338899],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016661425,0.000115921954,0.00012232059,0.000078515026,0.0001121632,0.000052892225,0.0002482447,0.000047886966,0.99939996],"category_scores_gemma":[0.0000178719,0.00010098219,0.00004811138,0.00014965243,0.00004558939,0.00014729894,0.000007847465,0.000100416546,0.99642456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000159134,0.000003844674,0.0000032626072,0.0000011351071,0.0000023264229,0.0000025753234,0.000006928388,0.000035328318,0.0000013586849,5.024407e-8,0.47624007,0.5236872],"study_design_scores_gemma":[0.00008613184,0.00012774869,0.0002585267,0.000011821786,0.0000061837086,0.000011774138,0.0000017551486,0.0042061857,0.00019573489,0.00003065487,0.99490786,0.00015564969],"about_ca_topic_score_codex":0.0011648244,"about_ca_topic_score_gemma":8.420203e-7,"teacher_disagreement_score":0.52353156,"about_ca_system_score_codex":0.00000409345,"about_ca_system_score_gemma":0.000020589448,"threshold_uncertainty_score":0.41179344},"labels":[],"label_agreement":null},{"id":"W4406578882","doi":"10.1016/s1541-9800(11)70617-2","title":"10.1016/s1541-9800(11)70617-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gall; Biology; Ecology","score_opus":0.006178535604414062,"score_gpt":0.1596380523820426,"score_spread":0.15345951677762854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578882","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012925038,0.00007966044,0.0000021594142,0.0007566617,0.0000034127374,0.00009650411,0.000036742756,0.0003064867,0.99742585],"genre_scores_gemma":[0.00086251425,8.912038e-7,0.0005486578,0.00067998265,0.00009601048,0.0000010226562,0.00005539477,0.000004702375,0.9977508],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917203,0.00003826115,0.00013034866,0.00021402062,0.0001783663,0.0002669504],"domain_scores_gemma":[0.9995467,0.000045158224,0.000020003297,0.00021919694,0.00002029823,0.00014861718],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017031188,0.00011450424,0.00012024053,0.000078767676,0.000112133515,0.000051519248,0.00025355845,0.000048046175,0.9993128],"category_scores_gemma":[0.000017807415,0.00009975789,0.000047523543,0.00018493751,0.000046637633,0.00014262505,0.000007897819,0.00008644356,0.9958725],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000115071325,0.000003886294,0.0000062335375,0.0000011832321,0.0000018128543,0.0000024958083,0.000006304183,0.000038493654,0.0000012904216,6.308165e-8,0.49825138,0.50167537],"study_design_scores_gemma":[0.000082418715,0.00009856554,0.00024691122,0.0000117308855,0.000005853416,0.000011605007,0.0000017862636,0.0043082694,0.00020811055,0.000029202029,0.99484164,0.00015390983],"about_ca_topic_score_codex":0.0015841136,"about_ca_topic_score_gemma":0.0000011173531,"teacher_disagreement_score":0.50152147,"about_ca_system_score_codex":0.0000040047175,"about_ca_system_score_gemma":0.000019829231,"threshold_uncertainty_score":0.40680087},"labels":[],"label_agreement":null},{"id":"W4406578921","doi":"10.1016/s1541-9800(06)71252-2","title":"10.1016/s1541-9800(06)71252-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.006058765421935469,"score_gpt":0.15905650462864862,"score_spread":0.15299773920671314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009872214,0.00009828796,0.0000022039972,0.0006693286,0.0000022677507,0.000096440366,0.00003410679,0.00030728168,0.99780285],"genre_scores_gemma":[0.0008902869,0.0000010891547,0.00047190406,0.00072029076,0.00009427338,9.905253e-7,0.0000762765,0.0000047092003,0.9977402],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991694,0.000037711132,0.0001304741,0.0002138932,0.00017873886,0.00026978183],"domain_scores_gemma":[0.9995477,0.000041182153,0.000019644876,0.00021689913,0.000020638498,0.00015393583],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016801727,0.00011499194,0.00012102606,0.000079458245,0.00011210023,0.000051908526,0.0002488193,0.00004809648,0.9991973],"category_scores_gemma":[0.000018082525,0.000100078,0.00004801004,0.00018695123,0.000045468707,0.00014694309,0.000007742828,0.00010112034,0.9973717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000122359415,0.000003898558,0.0000042798547,0.0000011549307,0.0000022515537,0.0000024021433,0.000007085732,0.000039395058,0.0000015206524,5.7371178e-8,0.5086857,0.49124],"study_design_scores_gemma":[0.000082617626,0.000107536194,0.00022673441,0.000011708769,0.000005991035,0.000011720989,0.0000018366372,0.0045794784,0.00018225405,0.00003125111,0.99460435,0.00015453485],"about_ca_topic_score_codex":0.0010398201,"about_ca_topic_score_gemma":4.626495e-7,"teacher_disagreement_score":0.49108547,"about_ca_system_score_codex":0.0000041210383,"about_ca_system_score_gemma":0.000021222682,"threshold_uncertainty_score":0.40810627},"labels":[],"label_agreement":null},{"id":"W4406578962","doi":"10.1016/s1544-8800(05)70506-6","title":"10.1016/s1544-8800(05)70506-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Beat (acoustics); Acoustics; Physics","score_opus":0.006101530811105858,"score_gpt":0.15993164438146204,"score_spread":0.15383011357035617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578962","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010183629,0.000088665314,0.0000022336428,0.0007990379,0.000003727326,0.0000971136,0.00003241165,0.0003044115,0.997654],"genre_scores_gemma":[0.00087971974,8.5998647e-7,0.0005199115,0.0007709621,0.000093987386,9.775302e-7,0.000058685167,0.000004682393,0.99767023],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917036,0.00003836976,0.00013023056,0.00021342083,0.00017755773,0.00027007473],"domain_scores_gemma":[0.99954796,0.00004222776,0.000019830579,0.00021560537,0.000020119895,0.00015427283],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016157379,0.0001153918,0.00012200236,0.000077868885,0.00011238805,0.00006353919,0.0002451051,0.00004739441,0.99912494],"category_scores_gemma":[0.000016600954,0.00010043576,0.00004842268,0.00018464607,0.00004524247,0.00014648576,0.0000076623855,0.00009972923,0.99623716],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016195683,0.0000038793387,0.0000023695077,0.0000011337502,0.0000021483552,0.0000031354052,0.0000059936388,0.000040560797,0.0000014001574,6.104837e-8,0.47339344,0.52652967],"study_design_scores_gemma":[0.00008277496,0.000139769,0.0002369329,0.000011530176,0.0000056252493,0.000016036363,0.0000017671748,0.004306161,0.00016996128,0.00002873634,0.9948466,0.00015409756],"about_ca_topic_score_codex":0.0017054548,"about_ca_topic_score_gemma":5.926121e-7,"teacher_disagreement_score":0.5263756,"about_ca_system_score_codex":0.0000041078047,"about_ca_system_score_gemma":0.000020380347,"threshold_uncertainty_score":0.40956515},"labels":[],"label_agreement":null},{"id":"W4406579101","doi":"10.1016/s1541-9800(11)70123-5","title":"10.1016/s1541-9800(11)70123-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biology","score_opus":0.005902226533674234,"score_gpt":0.15851634644484364,"score_spread":0.1526141199111694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406579101","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012686335,0.00008699052,0.0000020183227,0.00073002314,0.0000034170307,0.00009644247,0.00003190559,0.00030399088,0.9974766],"genre_scores_gemma":[0.00096033677,9.126102e-7,0.0005281357,0.00069142657,0.000097409575,0.0000010252494,0.000055926015,0.0000046991427,0.9976601],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991735,0.00003830934,0.00012988196,0.00021180754,0.00017812786,0.0002683442],"domain_scores_gemma":[0.99954456,0.00004594853,0.000019933917,0.00021911276,0.00001989866,0.0001505278],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017115602,0.00011427028,0.00011975173,0.00007746437,0.000111775524,0.00005090606,0.00025224162,0.00004797619,0.99933225],"category_scores_gemma":[0.000017522543,0.0000995429,0.000047401605,0.00018138431,0.00004631137,0.000145409,0.0000076380975,0.00008621042,0.9960003],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011598504,0.0000039396405,0.000006312441,0.000001186165,0.0000018162391,0.0000023601697,0.0000066160633,0.00003855676,0.0000013351188,6.562884e-8,0.49741295,0.5025133],"study_design_scores_gemma":[0.00008059165,0.000099072255,0.00025345822,0.00001146748,0.0000059063477,0.000011588348,0.0000018000917,0.004058055,0.00021180732,0.000028643126,0.9950839,0.00015368465],"about_ca_topic_score_codex":0.0015292551,"about_ca_topic_score_gemma":0.0000011207161,"teacher_disagreement_score":0.50235957,"about_ca_system_score_codex":0.000003974255,"about_ca_system_score_gemma":0.000019440798,"threshold_uncertainty_score":0.40592414},"labels":[],"label_agreement":null},{"id":"W4406579248","doi":"10.1016/s1541-9800(11)70071-0","title":"10.1016/s1541-9800(11)70071-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Head (geology); Modalities; Medicine; Computer science; Geology; Sociology","score_opus":0.0058735064651787685,"score_gpt":0.15862611727731668,"score_spread":0.15275261081213792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406579248","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013037557,0.00008388954,0.0000021559451,0.00073156256,0.0000032891767,0.00009633319,0.000030733663,0.00030523445,0.997443],"genre_scores_gemma":[0.0008993361,9.136908e-7,0.00054473756,0.000710015,0.000096227355,0.0000010009259,0.00005576626,0.000004701354,0.9976873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917036,0.000037874637,0.00013062982,0.00021362244,0.00017930398,0.00026821907],"domain_scores_gemma":[0.9995444,0.00004626458,0.000020009997,0.00021868154,0.000020457424,0.00015019279],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017474584,0.00011434654,0.000119965945,0.00007856447,0.00011186708,0.00005121167,0.0002532265,0.000048258746,0.9993332],"category_scores_gemma":[0.000018132652,0.000099636585,0.000047474008,0.000181445,0.000046783935,0.00014191495,0.000007901175,0.00008669628,0.995968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011796826,0.000003891498,0.0000061782152,0.0000011864125,0.0000018150887,0.0000025171053,0.0000062886393,0.000039861,0.0000012448437,7.126919e-8,0.50358635,0.4963388],"study_design_scores_gemma":[0.00008140678,0.000100879595,0.00025500727,0.000011648139,0.0000058339015,0.000011607715,0.0000018264714,0.0041785613,0.00019826952,0.000030498793,0.99497074,0.00015374621],"about_ca_topic_score_codex":0.0015569559,"about_ca_topic_score_gemma":0.0000010712715,"teacher_disagreement_score":0.49618506,"about_ca_system_score_codex":0.000004002497,"about_ca_system_score_gemma":0.000019554174,"threshold_uncertainty_score":0.4063062},"labels":[],"label_agreement":null},{"id":"W4406579327","doi":"10.1016/s1541-9800(11)70693-7","title":"10.1016/s1541-9800(11)70693-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharpening; Materials science; Computer science; Artificial intelligence","score_opus":0.005860262453589205,"score_gpt":0.15803018014246292,"score_spread":0.15216991768887372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406579327","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013474968,0.00008110624,0.0000020509851,0.0007671941,0.0000033895653,0.00009644409,0.00003147204,0.00030609607,0.99736476],"genre_scores_gemma":[0.0009562431,8.609252e-7,0.00054531195,0.0006841905,0.0000950226,0.0000010226184,0.000055633358,0.0000046998125,0.997657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917346,0.000037579655,0.00013040686,0.00021393773,0.00017787924,0.0002667117],"domain_scores_gemma":[0.99954575,0.00004560721,0.0000200169,0.00021894024,0.000020351106,0.00014931231],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017083887,0.000114412294,0.00012007032,0.0000785782,0.00011217081,0.000051226743,0.0002533915,0.000048001915,0.99932295],"category_scores_gemma":[0.000017851795,0.00009965872,0.000047484245,0.0001842413,0.000046005298,0.00013947298,0.00000789538,0.000085281055,0.99576366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009364243,0.0000039059037,0.0000071962727,0.0000011773454,0.0000018186973,0.0000024968028,0.0000062489785,0.00004007821,0.0000012634471,6.88956e-8,0.49358487,0.5063415],"study_design_scores_gemma":[0.00008115465,0.000083946165,0.00029242167,0.000011712089,0.0000058484657,0.0000115805515,0.0000017716006,0.0042831125,0.00020411472,0.00002960519,0.9948409,0.00015378352],"about_ca_topic_score_codex":0.0015811924,"about_ca_topic_score_gemma":0.0000010863037,"teacher_disagreement_score":0.50618774,"about_ca_system_score_codex":0.000004006954,"about_ca_system_score_gemma":0.000019694646,"threshold_uncertainty_score":0.40639645},"labels":[],"label_agreement":null},{"id":"W4406579536","doi":"10.1016/s1541-9800(08)70246-1","title":"10.1016/s1541-9800(08)70246-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Panic; Medicine; Psychiatry; Intensive care medicine; Psychology; Anxiety","score_opus":0.005946893336550434,"score_gpt":0.1593475429187431,"score_spread":0.15340064958219266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406579536","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007894643,0.00010195275,0.000002126506,0.0006950469,0.000003373587,0.000096190444,0.00003270205,0.00030826294,0.9979709],"genre_scores_gemma":[0.000808248,0.0000010952601,0.0005057568,0.00072551076,0.000095096795,0.0000010105534,0.00005564844,0.000004726926,0.9978029],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991715,0.000037095502,0.00013055776,0.00021493666,0.0001781432,0.0002677556],"domain_scores_gemma":[0.9995502,0.000042036423,0.00001965997,0.00021628084,0.000020259715,0.00015151716],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016739767,0.00011513544,0.00012082109,0.00008002068,0.000110956695,0.00005292499,0.0002482296,0.000047952326,0.99944055],"category_scores_gemma":[0.000017128326,0.000100008685,0.00004811607,0.00018627652,0.000045730994,0.0001459615,0.000007797052,0.000101623686,0.9974691],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014882725,0.00000376607,0.000002927341,0.0000011505321,0.0000022401273,0.0000025152588,0.00000658318,0.000035189463,0.0000015636726,4.9805625e-8,0.49742758,0.50250155],"study_design_scores_gemma":[0.00008402739,0.00012150671,0.00019336843,0.000012023012,0.0000060432258,0.000011913085,0.0000017780925,0.0042564976,0.00021447503,0.00003323485,0.99491066,0.0001544477],"about_ca_topic_score_codex":0.0010016683,"about_ca_topic_score_gemma":5.0425496e-7,"teacher_disagreement_score":0.5023471,"about_ca_system_score_codex":0.0000040644777,"about_ca_system_score_gemma":0.000020720283,"threshold_uncertainty_score":0.4078236},"labels":[],"label_agreement":null},{"id":"W4406580011","doi":"10.1016/s1541-9800(06)71209-1","title":"10.1016/s1541-9800(06)71209-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.005981546853500664,"score_gpt":0.15880604563110928,"score_spread":0.15282449877760862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406580011","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010232539,0.00009278172,0.000002128229,0.00068694394,0.0000022602908,0.00009670836,0.00003366243,0.00030663327,0.99775565],"genre_scores_gemma":[0.00093275984,0.0000010859866,0.00046889327,0.000735535,0.00009321689,0.0000010107555,0.00007433402,0.0000047047633,0.9976885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991684,0.000037887552,0.00013064506,0.00021398976,0.00017892885,0.00027013157],"domain_scores_gemma":[0.9995456,0.000042339056,0.000019675146,0.00021687869,0.00002037299,0.00015518219],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016868676,0.000115049705,0.00012105518,0.000079357356,0.00011216482,0.00005198453,0.0002490248,0.000048145004,0.9992264],"category_scores_gemma":[0.000017945042,0.00010015494,0.000048055823,0.00018291832,0.000045428565,0.00014655985,0.000007782088,0.0001011313,0.9974563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012187801,0.000003874415,0.000003913683,0.0000011646804,0.0000022464196,0.000002385488,0.0000065779873,0.000040106665,0.0000015386968,5.6670647e-8,0.50930715,0.4906188],"study_design_scores_gemma":[0.0000825264,0.00010800238,0.00022593483,0.000011706736,0.0000059227805,0.000011606352,0.0000017402516,0.0043958668,0.00020351623,0.000031419793,0.9947671,0.00015461969],"about_ca_topic_score_codex":0.0009805801,"about_ca_topic_score_gemma":4.409812e-7,"teacher_disagreement_score":0.49046418,"about_ca_system_score_codex":0.000004064989,"about_ca_system_score_gemma":0.000020867961,"threshold_uncertainty_score":0.40842},"labels":[],"label_agreement":null},{"id":"W4406580096","doi":"10.1016/s1541-9800(08)70609-4","title":"10.1016/s1541-9800(08)70609-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.005947995420919314,"score_gpt":0.15879157058018864,"score_spread":0.15284357515926933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406580096","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00087046623,0.000094215466,0.0000021518701,0.000681544,0.0000032363764,0.00009639213,0.00003218538,0.0003035032,0.9979163],"genre_scores_gemma":[0.0008703908,0.0000011008868,0.0005087832,0.00072385994,0.00009548029,0.000001007944,0.00005601269,0.000004712052,0.99773866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916714,0.000037872618,0.0001308482,0.00021483262,0.00018024453,0.00026904754],"domain_scores_gemma":[0.9995461,0.000042252268,0.000020107276,0.00021766995,0.000020665368,0.00015317871],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016873643,0.000115295756,0.000121489866,0.000080643505,0.0001126023,0.00005234438,0.00024981875,0.00004804352,0.99940306],"category_scores_gemma":[0.000017807737,0.00010034726,0.00004804879,0.00018973126,0.000045876193,0.00014683745,0.000007809311,0.000099701676,0.9973124],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015167927,0.0000040241885,0.0000028931029,0.0000011520382,0.0000022192492,0.000002519587,0.000006747277,0.000038493687,0.0000015851299,5.413329e-8,0.4811947,0.5187304],"study_design_scores_gemma":[0.000085822096,0.000121998724,0.00020246339,0.000011668845,0.00000594604,0.000011677153,0.0000017859279,0.0042579374,0.00022019366,0.000033337772,0.99489224,0.00015492536],"about_ca_topic_score_codex":0.0010916953,"about_ca_topic_score_gemma":5.264962e-7,"teacher_disagreement_score":0.5185755,"about_ca_system_score_codex":0.0000040676523,"about_ca_system_score_gemma":0.000020782187,"threshold_uncertainty_score":0.40920424},"labels":[],"label_agreement":null},{"id":"W4406580539","doi":"10.1016/s1541-9800(08)70645-8","title":"10.1016/s1541-9800(08)70645-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.00594458510517365,"score_gpt":0.1586968886479059,"score_spread":0.15275230354273225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406580539","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008299055,0.000097617216,0.000002098912,0.00070823904,0.000003233715,0.00009634333,0.000031538686,0.0003028776,0.99792814],"genre_scores_gemma":[0.00078475656,0.0000011115321,0.0005190094,0.0007047311,0.00009689172,9.994046e-7,0.000056911194,0.000004671206,0.9978309],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917054,0.000037880112,0.00013068327,0.00021452765,0.000178646,0.00026774884],"domain_scores_gemma":[0.99954826,0.00004169103,0.00002000985,0.00021741977,0.000020519079,0.000152116],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001650366,0.00011520831,0.00012137845,0.00008063922,0.000113865695,0.000052060746,0.00024955007,0.0000480169,0.9994509],"category_scores_gemma":[0.000016790444,0.00009944334,0.00004800819,0.0001892664,0.00004561393,0.00014798867,0.000007683158,0.000100529905,0.9973225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015135954,0.000003886481,0.000002804642,0.0000011321301,0.0000022427002,0.0000025654285,0.000006884578,0.00003376656,0.0000015542879,6.010447e-8,0.48050708,0.5194229],"study_design_scores_gemma":[0.00008551688,0.00011962235,0.000190982,0.000011742072,0.0000059329386,0.000011778343,0.0000016921895,0.004173632,0.00023287568,0.000034173096,0.99497724,0.00015479865],"about_ca_topic_score_codex":0.001029975,"about_ca_topic_score_gemma":5.3501765e-7,"teacher_disagreement_score":0.5192681,"about_ca_system_score_codex":0.0000040511864,"about_ca_system_score_gemma":0.000020646274,"threshold_uncertainty_score":0.40551817},"labels":[],"label_agreement":null},{"id":"W4406588213","doi":"10.1016/s1541-9800(12)70127-8","title":"10.1016/s1541-9800(12)70127-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.006373360494080682,"score_gpt":0.15677583348973087,"score_spread":0.15040247299565018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406588213","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000705535,0.00008263521,0.000002069814,0.0006371559,0.0000032204607,0.00009701957,0.00003035572,0.00030228644,0.99813974],"genre_scores_gemma":[0.00082423765,0.0000010732234,0.00047571407,0.0007198728,0.0000957945,0.0000010111005,0.000056331188,0.0000047024814,0.9978213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991733,0.000037635415,0.0001300482,0.00021144268,0.00017773156,0.00026987816],"domain_scores_gemma":[0.99955094,0.000042797707,0.00001995881,0.00021578254,0.000017455584,0.00015304705],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016651106,0.00011480599,0.0001206004,0.000078080535,0.00011286247,0.000050838687,0.0002463746,0.00004741787,0.9993764],"category_scores_gemma":[0.000017244802,0.000099896155,0.000047355723,0.00014962147,0.00004519909,0.00014947665,0.000007484876,0.000099576246,0.99645656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016290882,0.000003863425,0.0000037245343,0.0000011325054,0.0000022460279,0.0000024282897,0.000006875745,0.000035140325,0.000001609813,5.067336e-8,0.48235482,0.5175718],"study_design_scores_gemma":[0.00008340628,0.00012561207,0.00025954598,0.000011436528,0.000005994628,0.000011926311,0.0000016758999,0.0038217152,0.00020953758,0.000030967953,0.9952839,0.00015425292],"about_ca_topic_score_codex":0.0011478213,"about_ca_topic_score_gemma":8.110973e-7,"teacher_disagreement_score":0.51741755,"about_ca_system_score_codex":0.000004053332,"about_ca_system_score_gemma":0.000019934365,"threshold_uncertainty_score":0.4073647},"labels":[],"label_agreement":null},{"id":"W4406588216","doi":"10.1016/s1541-9800(12)70191-6","title":"10.1016/s1541-9800(12)70191-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.006280214479365897,"score_gpt":0.1565733177300467,"score_spread":0.15029310325068082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406588216","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075370795,0.000080145524,0.000002063495,0.0006333328,0.0000032218784,0.000097952834,0.000030918512,0.00030154618,0.9980971],"genre_scores_gemma":[0.000801593,0.0000010666574,0.0004908399,0.00073673436,0.00009374844,9.821283e-7,0.000057851958,0.0000047032468,0.9978125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991731,0.000037388465,0.0001301688,0.00021360889,0.00017812231,0.0002676131],"domain_scores_gemma":[0.99955267,0.000042495234,0.000019983827,0.00021706446,0.000017570335,0.00015024008],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016484632,0.00011478871,0.00012113237,0.00007833149,0.00011188655,0.000052416504,0.00024764723,0.000047383626,0.9993015],"category_scores_gemma":[0.000017129832,0.000099884586,0.00004750898,0.00014775516,0.000045500936,0.00014599985,0.000007748012,0.00009964459,0.99641335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016487467,0.0000038124447,0.0000035807598,0.0000011393905,0.0000022545473,0.0000024373555,0.0000070687574,0.00003660063,0.0000015751018,5.083389e-8,0.48018613,0.51973885],"study_design_scores_gemma":[0.00008453199,0.00013019313,0.0002451099,0.000011675768,0.0000058605974,0.000011610365,0.0000017346946,0.004055145,0.00019199727,0.000030856158,0.99507695,0.00015433937],"about_ca_topic_score_codex":0.0012118564,"about_ca_topic_score_gemma":8.253853e-7,"teacher_disagreement_score":0.51958454,"about_ca_system_score_codex":0.000004040015,"about_ca_system_score_gemma":0.000020425814,"threshold_uncertainty_score":0.40731752},"labels":[],"label_agreement":null},{"id":"W4406655931","doi":"10.1016/b978-044482403-5/50074-8","title":"10.1016/b978-044482403-5/50074-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stacking; Interpretation (philosophy); Field (mathematics); Materials science; Geology; Physics; Computer science; Mathematics; Nuclear magnetic resonance; Pure mathematics","score_opus":0.009008899897861009,"score_gpt":0.16100979221234604,"score_spread":0.15200089231448505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406655931","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.9335446e-7,0.00043397653,0.0000010633064,0.0003005347,0.0000089244895,0.00021889721,0.00025054126,0.0004193334,0.9983661],"genre_scores_gemma":[0.000002594817,0.000004049922,0.00022709958,0.00064859417,0.00028237439,0.0000010782388,0.0004415556,0.000023540379,0.9983691],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853414,0.000020312089,0.00027844883,0.0004591265,0.00035880934,0.00034915024],"domain_scores_gemma":[0.9991163,0.00006956455,0.00009242157,0.00043940594,0.000042864984,0.0002394711],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017466447,0.0003593585,0.00035911854,0.0002693121,0.00012817918,0.000076428405,0.00046245477,0.00026463156,0.99949414],"category_scores_gemma":[0.0000126052655,0.00033270795,0.00015586986,0.00005001565,0.00010153434,0.00011190114,0.000024629871,0.00036127033,0.9978806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020567282,0.0000017301029,6.692267e-8,0.0000041532303,0.000011039545,0.000010667764,0.0000031380846,0.000009084075,1.22803e-7,0.0000032648584,0.4661444,0.5337918],"study_design_scores_gemma":[0.0000746983,0.00018169962,0.0000033428316,0.00009610819,0.000033159027,0.000023150347,3.2951974e-7,0.00042439974,0.000016912016,0.0007114658,0.9979879,0.00044680163],"about_ca_topic_score_codex":0.0005900527,"about_ca_topic_score_gemma":8.3830577e-7,"teacher_disagreement_score":0.5333449,"about_ca_system_score_codex":0.000011661164,"about_ca_system_score_gemma":0.000063197556,"threshold_uncertainty_score":0.9999125},"labels":[],"label_agreement":null},{"id":"W4406686648","doi":"10.70425/rml.202501.10","title":"Introducing Coefficients of Curvature (Cc) and Uniformity (Cu) Based on RQD for Rock Mass Characterization","year":2025,"lang":"en","type":"article","venue":"Rock mechanics letters.","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Rock mass classification; Curvature; Geology; Characterization (materials science); Block (permutation group theory); Block size; Geotechnical engineering; Rock mechanics; Mineralogy; Scale (ratio); Mathematics; Materials science; Geometry; Computer science; Physics","score_opus":0.00668979845745619,"score_gpt":0.20256471866981654,"score_spread":0.19587492021236036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406686648","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07112432,0.000029164985,0.92351604,0.004292162,0.0004384973,0.00028784067,0.00012594576,0.00007682396,0.00010921638],"genre_scores_gemma":[0.9841041,0.000013509019,0.0019551988,0.013489656,0.000047796955,0.0000021341164,0.00029152443,0.0000041581843,0.000091905946],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992029,0.000036472087,0.00017571259,0.0002572792,0.00014739105,0.00018025689],"domain_scores_gemma":[0.99953824,0.00009719774,0.000099997764,0.00018198283,0.00005202379,0.000030578958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023355741,0.00011912756,0.00015974781,0.00017411588,0.00014509448,0.000029083152,0.00014254557,0.000075952725,0.000036054385],"category_scores_gemma":[0.000088644825,0.00010741429,0.000042706473,0.0002065931,0.000004521877,0.00009851886,0.000011400602,0.00012275383,0.0000048180514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021174494,0.0009191753,0.056835055,0.0028327631,0.0002907574,0.000016382193,0.0010895325,0.12801705,0.3871784,0.006972592,0.15497085,0.25876],"study_design_scores_gemma":[0.0005134248,0.00009590538,0.00054924085,0.00011718865,0.000020943868,5.5665504e-7,0.000024337158,0.9629222,0.02671203,0.0003936417,0.0085338,0.00011672342],"about_ca_topic_score_codex":0.00008431765,"about_ca_topic_score_gemma":0.0000025476343,"teacher_disagreement_score":0.9215608,"about_ca_system_score_codex":0.00000901108,"about_ca_system_score_gemma":0.000025620426,"threshold_uncertainty_score":0.43802276},"labels":[],"label_agreement":null},{"id":"W4406865491","doi":"10.1016/j.pce.2025.103876","title":"RETRACTED: Machine learning assisted geophysical characterization of deep-seated upper jurassic carbonate deposits in Penobscot Field, Nova Scotia","year":2025,"lang":"en","type":"article","venue":"Physics and Chemistry of the Earth Parts A/B/C","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":true,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Geology; Carbonate; Field (mathematics); Nova (rocket); Oceanography; Engineering; Materials science","score_opus":0.007182563106566566,"score_gpt":0.20228327637842014,"score_spread":0.19510071327185358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406865491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955881,0.000099544945,0.00006647123,0.00030000354,0.00008430926,0.00006991637,0.000014942945,0.000018156503,0.0037585588],"genre_scores_gemma":[0.99929744,0.000028102368,0.000045416047,0.00012185682,0.00002735288,3.206242e-7,0.00008237565,0.000002672122,0.00039443688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993257,0.000039866904,0.00020100239,0.00016179564,0.00013775335,0.00013387733],"domain_scores_gemma":[0.9995837,0.000058250876,0.00013869963,0.00014711382,0.00004459192,0.00002765065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008645479,0.000105573665,0.00018749728,0.000020802823,0.000057644535,0.000018356659,0.00013565655,0.000067516856,0.00008196853],"category_scores_gemma":[0.000030478932,0.00008224576,0.000054202425,0.00023194258,0.00008637,0.00007737266,0.000027727834,0.00025665745,0.0000014367909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000568415,0.00006856144,0.7211368,0.00019578334,0.00003389717,0.0000015305651,0.00012783987,0.00020374527,0.2280004,0.000020155805,0.000052628675,0.050101798],"study_design_scores_gemma":[0.00017322775,0.000018159799,0.51423925,0.00013120974,0.000018072897,0.0000013939042,0.000013369714,0.03354798,0.45139712,0.00012964649,0.00025122473,0.00007935644],"about_ca_topic_score_codex":0.001872423,"about_ca_topic_score_gemma":0.00006334125,"teacher_disagreement_score":0.22339672,"about_ca_system_score_codex":0.0000021906826,"about_ca_system_score_gemma":0.000026269865,"threshold_uncertainty_score":0.33538845},"labels":[],"label_agreement":null},{"id":"W4406903841","doi":"10.1190/geo2024-0502.1","title":"From shallow to deep: Enhancing seismic resolution with weak supervision","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Geology; Seismology; Resolution (logic); Seismic exploration; Computer science; Artificial intelligence","score_opus":0.005995171366150657,"score_gpt":0.2017584975002262,"score_spread":0.19576332613407554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406903841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9044853,0.00019167236,0.07877503,0.0017253311,0.00034962923,0.00016428299,0.000032713582,0.00023556007,0.014040499],"genre_scores_gemma":[0.9867644,0.000018621613,0.0077422457,0.00429598,0.00012057789,0.0000014482639,0.00012488513,0.0000033591452,0.0009285179],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919397,0.000032219217,0.00011730916,0.00026692715,0.00016976807,0.00021979465],"domain_scores_gemma":[0.999569,0.00006563223,0.000026058886,0.00023347822,0.000042271626,0.00006353868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095391246,0.000111745874,0.00012397069,0.000079355465,0.00015485272,0.000051746705,0.00018118258,0.000043723747,0.00018906614],"category_scores_gemma":[0.000014020204,0.00009123502,0.000033009946,0.00033276572,0.000030024166,0.00017596649,0.000020687074,0.00011564885,0.00039394034],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024731923,0.00005186,0.04198078,0.000045013843,0.000060289454,0.000014903752,0.0016063461,0.0085750995,0.0031598806,0.0002852262,0.048131928,0.89584136],"study_design_scores_gemma":[0.00089744345,0.000566431,0.18650368,0.000704122,0.000095554125,0.0000042970887,0.002520827,0.52565736,0.036171082,0.03336517,0.21260658,0.00090746675],"about_ca_topic_score_codex":0.020436347,"about_ca_topic_score_gemma":0.00045172602,"teacher_disagreement_score":0.8949339,"about_ca_system_score_codex":0.000009815682,"about_ca_system_score_gemma":0.00004724881,"threshold_uncertainty_score":0.98608667},"labels":[],"label_agreement":null},{"id":"W4406916739","doi":"10.1016/j.jrmge.2025.01.017","title":"Investigation of imbibition and strain behavior of Longmaxi shale using fiber Bragg grating sensing","year":2025,"lang":"en","type":"article","venue":"Journal of Rock Mechanics and Geotechnical Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Imbibition; Fiber Bragg grating; Oil shale; Strain (injury); Materials science; Fiber; Composite material; Geotechnical engineering; Geology; Optoelectronics","score_opus":0.01240159035045751,"score_gpt":0.2102602469210336,"score_spread":0.19785865657057608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406916739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81193936,0.00035044196,0.18747622,0.00007554963,0.00007166314,0.000053491905,0.000011776816,0.000013682164,0.000007814185],"genre_scores_gemma":[0.98398983,0.00006554267,0.01587364,0.00004511669,0.00001633485,5.260065e-8,0.000002411113,0.0000025332017,0.000004539793],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993303,0.000016179229,0.0003572399,0.00007831329,0.0001276995,0.00009028468],"domain_scores_gemma":[0.99955016,0.00006884518,0.00019784366,0.000053475655,0.00008042013,0.000049249513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038968417,0.00007539463,0.00019064706,0.00019883813,0.0000405073,0.000014949201,0.00004947774,0.00007695019,0.000011408613],"category_scores_gemma":[0.00008655638,0.00006826565,0.00004234803,0.00016178854,0.000009209183,0.00014046593,0.000017533443,0.00017979433,4.7353698e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006956793,0.00003112905,0.004814083,0.0008281054,0.000098650446,0.000039876883,0.00033018558,0.3632614,0.4206788,0.0015214337,0.00017712163,0.20814966],"study_design_scores_gemma":[0.00015492781,0.000112096175,0.0014208937,0.00047932426,0.000048980408,0.000097283635,0.00006511455,0.96735835,0.028518312,0.0016289939,0.000044551103,0.00007114699],"about_ca_topic_score_codex":0.00013179691,"about_ca_topic_score_gemma":0.0000013428245,"teacher_disagreement_score":0.604097,"about_ca_system_score_codex":0.0000051748234,"about_ca_system_score_gemma":0.00002840826,"threshold_uncertainty_score":0.27837923},"labels":[],"label_agreement":null},{"id":"W4407162038","doi":"10.1190/4d-forum2024-011.1","title":"Towards more effective and efficient through-gas-clouds time-lapse imaging at the Greater Ekofisk Area","year":2025,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Environmental science; Fossil fuel; Computer science; Petroleum engineering; Remote sensing; Engineering","score_opus":0.0065891236811900684,"score_gpt":0.21869978485999006,"score_spread":0.21211066117879998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407162038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81677073,0.0009589789,0.0018617318,0.01065437,0.00028294302,0.00044226617,0.00003811574,0.00028759567,0.16870329],"genre_scores_gemma":[0.98252565,0.00004733708,0.00055060594,0.010377649,0.000030101883,0.000004705004,0.000028132768,0.0000036545107,0.0064321505],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990368,0.00007543842,0.00013129869,0.00031727814,0.00017400761,0.00026518683],"domain_scores_gemma":[0.9994846,0.00015348043,0.000033682707,0.00024344408,0.000038030907,0.000046744084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029877346,0.00016359061,0.00015249892,0.000060092352,0.0003578012,0.00008883126,0.00018013219,0.000040029947,0.0017118632],"category_scores_gemma":[0.00003443465,0.000091239745,0.00005833184,0.00019921268,0.00029553182,0.000095517484,0.00006933972,0.00012807558,0.00018046699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012876125,0.000027550697,0.22391194,0.00004575277,0.0000776812,0.000031278767,0.0020588092,0.00051930244,0.00043731957,0.00017290165,0.34360176,0.42898694],"study_design_scores_gemma":[0.0009884587,0.00013813972,0.22457837,0.00016814219,0.0001265577,0.000099554345,0.0013004531,0.5978584,0.056557223,0.0030335214,0.114541695,0.0006094481],"about_ca_topic_score_codex":0.0047010086,"about_ca_topic_score_gemma":0.000018919047,"teacher_disagreement_score":0.59733915,"about_ca_system_score_codex":0.000015143582,"about_ca_system_score_gemma":0.00002376661,"threshold_uncertainty_score":0.9992007},"labels":[],"label_agreement":null},{"id":"W4407641708","doi":"10.1190/geo2024-0039.1","title":"Multi-geophysical information neural network for seismic tomography","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Seismic tomography; Geology; Tomography; Geophysics; Artificial neural network; Geophysical imaging; Seismology; Computer science; Artificial intelligence; Radiology; Medicine","score_opus":0.008587030570307068,"score_gpt":0.21504685195193216,"score_spread":0.20645982138162508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407641708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69175607,0.00054239895,0.279239,0.0043785567,0.005017526,0.0017982465,0.00052727765,0.0014850071,0.015255882],"genre_scores_gemma":[0.9751977,0.000012387464,0.013025922,0.010686644,0.00021439647,0.000008025555,0.00044224891,0.0000026232203,0.00041006674],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930567,0.000021258915,0.0001622863,0.00013246256,0.00010067265,0.00027764984],"domain_scores_gemma":[0.99958485,0.00008968738,0.00005684064,0.00016336206,0.00006263038,0.000042600626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009754543,0.000115008144,0.00013137495,0.000074699245,0.00020681134,0.000070571805,0.00017704119,0.000049586353,0.000024025656],"category_scores_gemma":[0.0000148329655,0.00010344464,0.000119523575,0.0003826422,0.00005980894,0.0004578343,0.000012513662,0.00011033852,0.00009312992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008141695,0.000034984558,0.034337386,0.00008169806,0.000044342803,7.148242e-7,0.00016610767,0.010925045,0.00002264359,0.0010465475,0.20338169,0.7498774],"study_design_scores_gemma":[0.00036326464,0.000072197465,0.07556701,0.000022836135,0.000022406808,6.106628e-7,0.000056683813,0.774326,0.00021873157,0.012471696,0.13671325,0.00016529647],"about_ca_topic_score_codex":0.0013271915,"about_ca_topic_score_gemma":0.000008534958,"teacher_disagreement_score":0.763401,"about_ca_system_score_codex":0.0000031523812,"about_ca_system_score_gemma":0.00003188482,"threshold_uncertainty_score":0.42183498},"labels":[],"label_agreement":null},{"id":"W4407806036","doi":"10.1093/gji/ggaf054","title":"Seismic wavefield injection based on interface discontinuity: theory and numerical implementation based upon the spectral-element method","year":2025,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Air Force Research Laboratory; Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Discontinuity (linguistics); Geology; Spectral element method; Seismology; Finite element method; Interface (matter); Seismic wave; Geophysics; Extended finite element method; Mathematical analysis; Mechanics; Mathematics; Structural engineering; Physics","score_opus":0.008607430585172316,"score_gpt":0.29546809899617354,"score_spread":0.2868606684110012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407806036","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1182156,0.000029738278,0.8539102,0.023091277,0.0009786402,0.00015269754,0.000030753778,0.00004858009,0.003542505],"genre_scores_gemma":[0.9890769,0.000006423692,0.0021643068,0.008210905,0.00019786166,0.0000021483966,0.000029872599,0.0000026443608,0.00030892214],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987944,0.00032031184,0.00022261337,0.00018698268,0.000309753,0.00016595711],"domain_scores_gemma":[0.9991769,0.0005113139,0.0001062559,0.0000968591,0.00005638747,0.000052264124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007988764,0.00011790495,0.000108955915,0.00013863227,0.00022038119,0.00019162148,0.00022292387,0.00003173817,0.0011076533],"category_scores_gemma":[0.000058114492,0.000077055054,0.00008794708,0.000122027675,0.000046613946,0.00015831532,0.000017702,0.0003625823,0.00002050614],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008090328,0.00013394713,0.017670183,0.000010861082,0.00013286057,0.000009852948,0.0002919258,0.029104507,0.00033459847,0.0050151483,0.022165917,0.9243212],"study_design_scores_gemma":[0.00056105247,0.00030241208,0.04264066,0.000055515087,0.000032438063,0.000019197609,0.00053225545,0.91393334,0.006628816,0.022759207,0.012411578,0.00012352825],"about_ca_topic_score_codex":0.00061678403,"about_ca_topic_score_gemma":0.000016150954,"teacher_disagreement_score":0.9241976,"about_ca_system_score_codex":0.000031327385,"about_ca_system_score_gemma":0.00005832883,"threshold_uncertainty_score":0.99980545},"labels":[],"label_agreement":null},{"id":"W4408097919","doi":"10.1190/tle44030206.1","title":"Overcoming complex near-surface conditions for improved seismic imaging in Tarim Basin, China","year":2025,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Virtual Materials Group (Canada); Petro-Canada","funders":"","keywords":"Tarim basin; China; Geology; Structural basin; Geophysical imaging; Surface (topology); Seismology; Remote sensing; Geomorphology; Paleontology; Geography; Geometry; Archaeology","score_opus":0.017643938550675052,"score_gpt":0.2658362941538963,"score_spread":0.24819235560322125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408097919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88663286,0.00061424845,0.026972938,0.041371875,0.0013803698,0.0010641235,0.00024970993,0.00052333414,0.041190565],"genre_scores_gemma":[0.9872028,0.000013366264,0.0025608107,0.0084236795,0.000041467196,0.0000027763688,0.00008463334,0.000005021736,0.0016654138],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915785,0.00006716263,0.00018651514,0.0002138183,0.00006118884,0.0003134442],"domain_scores_gemma":[0.9993685,0.0003045308,0.000054900873,0.00021654242,0.00002276385,0.000032748874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049258204,0.00012333614,0.00016812602,0.000058256952,0.00046344916,0.0001235399,0.00030222742,0.000034972705,0.0001494146],"category_scores_gemma":[0.00007128603,0.000096949305,0.00006698777,0.00024710427,0.0001601537,0.00017734725,0.0000213052,0.00019633508,0.000059470625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009812955,0.000044756158,0.14767866,0.000094330724,0.00003844783,0.0000051947304,0.0018486846,0.006514993,0.006591942,0.0009997718,0.6653435,0.17074154],"study_design_scores_gemma":[0.00036864355,0.0000170582,0.06570263,0.0000753063,0.000015863097,0.000005483833,0.00017186519,0.7778543,0.0012641255,0.0073246895,0.14705479,0.00014525242],"about_ca_topic_score_codex":0.005600862,"about_ca_topic_score_gemma":0.000080091195,"teacher_disagreement_score":0.7713393,"about_ca_system_score_codex":0.000021522996,"about_ca_system_score_gemma":0.00006480527,"threshold_uncertainty_score":0.84668654},"labels":[],"label_agreement":null},{"id":"W4408362490","doi":"10.1190/geo2024-0557.1","title":"CycleGAN integration of high-resolution crooked lines into 3D seismic volumes: Enhancing data set resolution on the Loess Plateau, China","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Loess plateau; Geology; High resolution; Resolution (logic); China; Loess; Plateau (mathematics); Seismology; Remote sensing; Geomorphology; Computer science; Geography; Soil science; Archaeology; Artificial intelligence; Mathematics","score_opus":0.018068055255677912,"score_gpt":0.24448998031277808,"score_spread":0.22642192505710015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408362490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447023,0.00016915452,0.049642924,0.0025502795,0.0006901163,0.0002606071,0.00015380266,0.0001542842,0.0016764958],"genre_scores_gemma":[0.9955479,0.00007340358,0.0016642676,0.0010231092,0.00013030531,0.0000018077166,0.0010805983,0.000004151347,0.00047448697],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883497,0.0001280113,0.00028055086,0.0003192532,0.00023367758,0.00020352437],"domain_scores_gemma":[0.9989263,0.00015945661,0.00015257958,0.0006649848,0.000068009926,0.000028694536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004800049,0.0001534901,0.00017945502,0.00011001542,0.00030912764,0.000059324084,0.0005231612,0.00008011165,0.00005672496],"category_scores_gemma":[0.00013140192,0.00010965061,0.000042380412,0.0003856194,0.00013382186,0.0003765854,0.000050969924,0.0002475199,0.00007077858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004583873,0.00015881559,0.003985193,0.0002488791,0.00015466177,0.0000059483973,0.0036048188,0.024886776,0.010672528,0.0058232774,0.17052855,0.7794722],"study_design_scores_gemma":[0.00019354619,0.00012070649,0.02050495,0.00030243807,0.00004241381,0.0000010349378,0.00043484557,0.9275726,0.025651129,0.018793745,0.0061983764,0.00018422306],"about_ca_topic_score_codex":0.04393752,"about_ca_topic_score_gemma":0.0006287848,"teacher_disagreement_score":0.9026858,"about_ca_system_score_codex":0.000017105564,"about_ca_system_score_gemma":0.00008189566,"threshold_uncertainty_score":0.962429},"labels":[],"label_agreement":null},{"id":"W4408425433","doi":"10.5194/egusphere-egu25-6896","title":"A Novel Approach to Aquifer Classification Using Hysteresis Loop Analysis and Deep Learning for Sustainable Groundwater Management","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Aquifer; Groundwater; Hysteresis; Loop (graph theory); Sustainable management; Water resource management; Environmental science; Geology; Business; Computer science; Geotechnical engineering; Sustainability; Mathematics; Physics; Ecology","score_opus":0.03693579129899503,"score_gpt":0.25811608814749254,"score_spread":0.2211802968484975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408425433","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021482859,0.00010777978,0.9468437,0.00019781325,0.000058216803,0.0008507005,0.0000102845015,0.00014205865,0.030306585],"genre_scores_gemma":[0.65713674,0.000069186026,0.29698887,0.001154274,0.00004404157,0.00004279348,0.00067223416,0.0000071812065,0.043884654],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99852467,0.000052402513,0.00025983187,0.00065197697,0.00017461713,0.00033652128],"domain_scores_gemma":[0.9993521,0.00005590528,0.00009935576,0.00029008504,0.000119537086,0.00008302494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052542286,0.00021307742,0.00031757093,0.0008633825,0.00026607912,0.00035402228,0.00024750107,0.0001353125,0.00008328069],"category_scores_gemma":[0.00002130897,0.00018275128,0.00013296322,0.0004803283,0.000034519893,0.00013537102,0.0001714755,0.00018045247,0.0000035336886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003851032,0.00034078158,0.22066893,0.007836874,0.0047738547,0.0000102373315,0.0023334632,0.28726527,0.000090709975,0.0045821588,0.006811825,0.4649008],"study_design_scores_gemma":[0.00013249916,0.00002618801,0.017089188,0.00003898927,0.0007176677,8.630105e-7,0.0029899408,0.97048724,0.000086394946,0.00046696072,0.007686073,0.00027797438],"about_ca_topic_score_codex":0.016006412,"about_ca_topic_score_gemma":0.000059130907,"teacher_disagreement_score":0.683222,"about_ca_system_score_codex":0.000034509092,"about_ca_system_score_gemma":0.0000259366,"threshold_uncertainty_score":0.9905461},"labels":[],"label_agreement":null},{"id":"W4408428592","doi":"10.5194/egusphere-egu25-13606","title":"SubMachine ORFEUS integration: Web-based tools for exploring seismic tomography models","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Agence Nationale de la Recherche","keywords":"Seismology; Geology; Web application; Tomography; Computer science; World Wide Web; Medicine; Radiology","score_opus":0.08091739254895974,"score_gpt":0.2588257496347503,"score_spread":0.17790835708579056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408428592","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017372604,0.0012995476,0.8850746,0.0043009506,0.003056389,0.0017244838,0.0018994368,0.0018661639,0.0834058],"genre_scores_gemma":[0.92356855,0.0003428684,0.06505563,0.006341868,0.00021387322,0.00013548078,0.002647405,0.000010320097,0.0016840002],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99825937,0.000070360446,0.00040937908,0.00063972775,0.00026314388,0.00035800936],"domain_scores_gemma":[0.99870175,0.00037398635,0.00013296236,0.0005303813,0.00015199815,0.00010891146],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046923177,0.0003680465,0.0004015701,0.00053513615,0.00023073792,0.00033070316,0.00058909477,0.0002225426,0.00058486155],"category_scores_gemma":[0.000068872185,0.00030474682,0.0003628079,0.00026850888,0.00007201266,0.0005257666,0.000061173436,0.00049767847,0.000017531125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001397397,0.000039312014,0.0023281504,0.00037452276,0.00007871563,0.0000042930214,0.00014555533,0.15435937,0.000009451236,0.00078197126,0.07184463,0.7698943],"study_design_scores_gemma":[0.00030157503,0.00006737933,0.00013313466,0.00026189143,0.00004405997,9.4356767e-7,0.00009729857,0.941696,0.0030005854,0.0147607615,0.039270595,0.00036579318],"about_ca_topic_score_codex":0.005398014,"about_ca_topic_score_gemma":0.00019786348,"teacher_disagreement_score":0.90619594,"about_ca_system_score_codex":0.000014834614,"about_ca_system_score_gemma":0.0002584107,"threshold_uncertainty_score":0.99994045},"labels":[],"label_agreement":null},{"id":"W4408429181","doi":"10.5194/egusphere-egu25-14435","title":"Combining P-Wave&amp;#160; and Tube Wave Attenuation for Mechanical and Hydrogeological Fracture Characterization &amp;#160;","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Attenuation; Hydrogeology; Fracture (geology); Tube (container); Characterization (materials science); Geology; Physics; Geotechnical engineering; Materials science; Composite material; Optics","score_opus":0.04718271203057304,"score_gpt":0.25518325008488596,"score_spread":0.20800053805431293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408429181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64081955,0.0004737597,0.3344001,0.015406741,0.0011471247,0.0017580992,0.0007873816,0.0007345307,0.0044727186],"genre_scores_gemma":[0.93521136,0.0009839118,0.03371534,0.014503987,0.0002391105,0.000026364003,0.010962094,0.0000117285645,0.004346091],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982405,0.00012368472,0.00038724084,0.000721417,0.00022475043,0.0003024407],"domain_scores_gemma":[0.99895656,0.00033769998,0.00018807294,0.00028350562,0.000101954196,0.0001322077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005660559,0.00032579756,0.0004397315,0.00017280599,0.00025360973,0.00019083434,0.00013282466,0.0005783421,0.0007889703],"category_scores_gemma":[0.00019733344,0.00026408033,0.0000891193,0.00009347383,0.00011706844,0.00016920225,0.00014747697,0.0005367145,0.0000122801075],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095027493,0.00026258983,0.068707675,0.00196697,0.0005245813,0.000023875065,0.0030747557,0.0005034861,0.004362239,0.0057424493,0.07338634,0.84049475],"study_design_scores_gemma":[0.0012524795,0.0003415379,0.042664453,0.0005946141,0.0002684755,0.00010676226,0.00016593933,0.41965473,0.0036360484,0.052737713,0.47713822,0.0014390245],"about_ca_topic_score_codex":0.0008960824,"about_ca_topic_score_gemma":0.00007326169,"teacher_disagreement_score":0.8390557,"about_ca_system_score_codex":0.000009738953,"about_ca_system_score_gemma":0.00006423001,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W4408433516","doi":"10.5194/egusphere-egu25-10194","title":"Quantification of the probability of induced seismicity associated with large-scale underground hydrogen storage in Dutch salt formations","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"DSM (Canada)","funders":"","keywords":"Induced seismicity; Scale (ratio); Salt (chemistry); Hydrogen storage; Geology; Environmental science; Seismology; Mining engineering; Hydrogen; Chemistry; Geography; Cartography","score_opus":0.028873483011932984,"score_gpt":0.24117537938229694,"score_spread":0.21230189637036395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408433516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98761445,0.000028114597,0.004962624,0.00083909277,0.000118062635,0.0006727757,0.0004134059,0.00006441784,0.0052870833],"genre_scores_gemma":[0.9984053,0.000010258668,0.0007249599,0.00026910257,0.000004055183,0.0000047397093,0.00029580347,0.0000019948645,0.00028383144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998555,0.00026444494,0.0004689819,0.00025758817,0.00028914306,0.00016484952],"domain_scores_gemma":[0.998717,0.0001612535,0.00044014913,0.00050002494,0.0001559056,0.000025656174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096168893,0.0001424909,0.0002960292,0.00014029768,0.00008265373,0.000017861701,0.00041657008,0.00019974253,0.00010185216],"category_scores_gemma":[0.00013096594,0.000094607814,0.00008509057,0.000448518,0.00010600679,0.00012639073,0.00008158574,0.00039459983,0.0000015321604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069120084,0.00043599706,0.95585185,0.0006155458,0.000118342825,3.906957e-7,0.0027942283,0.034166638,0.00019620855,0.0005597244,0.0021949168,0.0029970082],"study_design_scores_gemma":[0.000436052,0.00007590785,0.53687954,0.0006590845,0.00006901612,8.315907e-7,0.000855785,0.4137806,0.026915314,0.01973542,0.00029771362,0.00029472826],"about_ca_topic_score_codex":0.025232092,"about_ca_topic_score_gemma":0.006756857,"teacher_disagreement_score":0.4189723,"about_ca_system_score_codex":0.000037645867,"about_ca_system_score_gemma":0.00035847994,"threshold_uncertainty_score":0.981259},"labels":[],"label_agreement":null},{"id":"W4408444593","doi":"10.5194/egusphere-egu25-1651","title":"Near-instant prediction of short-term transfer functions for closed-loop boreholes in heterogeneous aquifers influenced by groundwater flow using wavelet decomposition and neural networks","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; Polytechnique Montréal","funders":"","keywords":"Aquifer; Term (time); Wavelet; Groundwater; Loop (graph theory); Transfer function; Instant; Flow (mathematics); Groundwater flow; Decomposition; Borehole; Environmental science; Computer science; Control theory (sociology); Geology; Mathematics; Geotechnical engineering; Artificial intelligence; Engineering; Control (management); Physics; Chemistry","score_opus":0.01893224343606026,"score_gpt":0.24483202338499005,"score_spread":0.2258997799489298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408444593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8471162,0.00046603472,0.15021873,0.00008693346,0.00039306458,0.0005826469,0.0009542183,0.000100364996,0.000081834485],"genre_scores_gemma":[0.99317247,0.00018944466,0.004074579,0.00040128187,0.00003962152,0.000012714878,0.002061269,0.0000069604544,0.000041654177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851376,0.00008522962,0.00048477005,0.00046745024,0.00015715351,0.00029162454],"domain_scores_gemma":[0.9995463,0.00007264555,0.000049648705,0.00019674623,0.00006131519,0.00007338327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021325664,0.00026188043,0.00034078746,0.00018371637,0.0001693516,0.00011862476,0.00014493869,0.00028031663,0.00008298786],"category_scores_gemma":[0.0000044771564,0.00023397828,0.0001203417,0.000104243285,0.00015319696,0.00019911895,0.000032800308,0.00031826936,2.2433699e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053825305,0.00010317431,0.14079522,0.0004436892,0.00011867728,0.00000809113,0.0003509129,0.67520404,0.0022074366,0.000003886514,0.0011704178,0.17905621],"study_design_scores_gemma":[0.0002998712,0.00017392109,0.0057669845,0.00018771579,0.00007155335,0.000014007814,0.00004796212,0.9896614,0.0033255604,0.00006947506,0.0001769221,0.00020463181],"about_ca_topic_score_codex":0.0041112476,"about_ca_topic_score_gemma":0.00024663203,"teacher_disagreement_score":0.31445736,"about_ca_system_score_codex":0.000024347075,"about_ca_system_score_gemma":0.000054594253,"threshold_uncertainty_score":0.9541358},"labels":[],"label_agreement":null},{"id":"W4408445020","doi":"10.5194/egusphere-egu25-2461","title":"Modeling earthquake-induced seiche process and subsequent homogenite deposits in lacustrine setting","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Seiche; Geology; Process (computing); Seismology; Geochemistry; Geotechnical engineering; Computer science","score_opus":0.024157568451099985,"score_gpt":0.25887846934583775,"score_spread":0.23472090089473777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408445020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98578864,0.0008664754,0.0013701956,0.0008793448,0.00021643442,0.0003888495,0.00004537174,0.00026638838,0.010178301],"genre_scores_gemma":[0.9950356,0.00022946461,0.0029946957,0.0010484838,0.000052175503,0.0000058084343,0.00015463537,0.0000047540852,0.0004743969],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99834347,0.00009069203,0.00038530742,0.0005908004,0.00023295634,0.00035679617],"domain_scores_gemma":[0.99942887,0.00006302963,0.00007610045,0.00025363982,0.000076138305,0.0001022267],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004847954,0.00028107146,0.00032094482,0.000347072,0.00011042119,0.00013919492,0.000288385,0.00025935302,0.00012249987],"category_scores_gemma":[0.000049673,0.00024812983,0.000057861413,0.00023858136,0.000028707105,0.0001410301,0.00011908078,0.0007539587,0.000010361268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071744995,0.000045027955,0.3355907,0.0011105858,0.00007236729,0.00010351198,0.0013808698,0.15821461,0.00005403397,0.00003953004,0.00063908,0.5026779],"study_design_scores_gemma":[0.00020284184,0.000024978535,0.0049557933,0.00046021145,0.000023580456,0.00001654479,0.0003804167,0.9891404,0.002805357,0.0015176982,0.00011779323,0.00035437528],"about_ca_topic_score_codex":0.019305963,"about_ca_topic_score_gemma":0.0012526345,"teacher_disagreement_score":0.83092576,"about_ca_system_score_codex":0.000012267953,"about_ca_system_score_gemma":0.00020578106,"threshold_uncertainty_score":0.9999971},"labels":[],"label_agreement":null},{"id":"W4408635947","doi":"10.5194/gchron-7-83-2025","title":"Measuring varve thickness using micro-computed tomography (µCT): a comparison with thin section","year":2025,"lang":"en","type":"article","venue":"Geochronology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Université du Québec à Rimouski; Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Ministère de l'Économie, de la Science et de l'Innovation - Québec; Polar Knowledge Canada","keywords":"Computed tomography; Thin section; Tomography; Section (typography); Varve; Geology; Materials science; Nuclear medicine; Radiology; Medicine; Computer science; Mineralogy; Geomorphology","score_opus":0.020641521217784235,"score_gpt":0.22700577188659396,"score_spread":0.20636425066880973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408635947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9189401,0.0015579653,0.06999859,0.00065304793,0.0010561729,0.00020407533,0.000009832592,0.00045586922,0.007124297],"genre_scores_gemma":[0.9853251,0.000011768951,0.0134243695,0.0010479456,0.0000703699,0.000001132968,0.00003744855,0.0000032534172,0.0000786369],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896836,0.00012254519,0.00018793652,0.0003095287,0.000105217994,0.00030639616],"domain_scores_gemma":[0.9995474,0.000068488196,0.000083866726,0.0002011728,0.000059997183,0.00003902921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023110522,0.00014355584,0.000224353,0.00036477682,0.00026651536,0.000048672144,0.00019840722,0.00013492913,0.00021116153],"category_scores_gemma":[0.000011667235,0.000121065306,0.00004779155,0.0004406707,0.00016986595,0.00014183165,0.000021131444,0.00028445703,0.000024765386],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024031312,0.00007027304,0.88500506,0.00015039458,0.00019318977,0.00002659674,0.00086996314,0.016485073,0.002381427,0.00018075679,0.00815659,0.086240344],"study_design_scores_gemma":[0.001362565,0.0004574507,0.3028178,0.0004543133,0.00013456059,0.00027693625,0.00080847024,0.6173855,0.03189205,0.0025617478,0.04117539,0.0006731873],"about_ca_topic_score_codex":0.008847203,"about_ca_topic_score_gemma":0.00044447926,"teacher_disagreement_score":0.6009005,"about_ca_system_score_codex":0.000016557726,"about_ca_system_score_gemma":0.00008293087,"threshold_uncertainty_score":0.99775296},"labels":[],"label_agreement":null},{"id":"W4408728874","doi":"10.1190/geo2024-0416.1","title":"Unsupervised seismic acoustic impedance inversion based on generative diffusion model","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Postdoctoral Research Foundation of China; China National Funds for Distinguished Young Scientists","keywords":"Acoustic impedance; Inversion (geology); Geology; Acoustics; Seismic inversion; Generative grammar; Seismology; Computer science; Generative model; Artificial intelligence; Geography; Physics; Data assimilation; Meteorology; Ultrasonic sensor","score_opus":0.010061742144438104,"score_gpt":0.2128999870915043,"score_spread":0.20283824494706618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408728874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82122463,0.00007593324,0.15983841,0.0016394306,0.00045890803,0.00026095065,0.00008553404,0.00029128706,0.016124919],"genre_scores_gemma":[0.97726625,0.000035932484,0.0022756492,0.018912528,0.000048376558,0.0000019457482,0.00011828081,0.0000040787513,0.00133694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990459,0.000053326945,0.00013385958,0.00030438823,0.0002210207,0.00024148649],"domain_scores_gemma":[0.9994642,0.00009705711,0.00004516759,0.00028171766,0.000050869538,0.000060959384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009612147,0.000165375,0.00015291963,0.00011699856,0.0002546091,0.00004002659,0.00021499352,0.000068457506,0.00009471538],"category_scores_gemma":[0.000021767115,0.00014101101,0.000073812225,0.00030417746,0.000070748676,0.0001327154,0.000017951506,0.00018212273,0.00015623546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114831615,0.00008380887,0.006917309,0.000059876493,0.000013788539,0.0000070983,0.0002073594,0.78796166,0.0029940705,0.00020430662,0.046984807,0.1544511],"study_design_scores_gemma":[0.00031449477,0.00007532275,0.0025732596,0.000063450745,0.000015648078,1.6108356e-7,0.00005065494,0.9862241,0.0037624582,0.005620862,0.0011582137,0.00014136547],"about_ca_topic_score_codex":0.0008407759,"about_ca_topic_score_gemma":0.000008978685,"teacher_disagreement_score":0.19826247,"about_ca_system_score_codex":0.000015833743,"about_ca_system_score_gemma":0.00011972285,"threshold_uncertainty_score":0.5750262},"labels":[],"label_agreement":null},{"id":"W4409141040","doi":"10.1190/geo2024-0917.1","title":"High-resolution monitoring of CO2 sequestration using walkaway vertical seismic profile and full-waveform inversion","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Emissions Reduction Alberta","keywords":"Inversion (geology); Geology; Waveform; Seismology; Remote sensing; Telecommunications; Computer science","score_opus":0.015395211514920237,"score_gpt":0.22835127272482086,"score_spread":0.21295606120990063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409141040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99537903,0.00007128353,0.0033612438,0.00012389335,0.00032020768,0.000098930745,0.000009920443,0.00005744564,0.0005780694],"genre_scores_gemma":[0.9955231,0.00004079722,0.004144787,0.000117447904,0.000064440224,4.4750806e-7,0.00004092613,0.0000019025401,0.000066145374],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993891,0.000028330065,0.00014933078,0.0001500507,0.00013401972,0.00014914291],"domain_scores_gemma":[0.9997322,0.000034288103,0.000040277202,0.000107388434,0.000049642535,0.00003621295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010595993,0.00008484022,0.00011747967,0.000071695365,0.00012681629,0.00002324116,0.00006483353,0.000059463753,0.00002459102],"category_scores_gemma":[0.000014254831,0.00007760123,0.000026509058,0.00018241601,0.0000865295,0.00025081096,0.0000170116,0.00009886743,0.000013755637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004335777,0.00013931065,0.35031915,0.00070318166,0.00011471977,0.00001416146,0.0009486885,0.0112334415,0.11844181,0.0036257284,0.0040933723,0.5099328],"study_design_scores_gemma":[0.0003233899,0.00016672572,0.08487978,0.00020430637,0.000048601276,0.0000033013757,0.00028555992,0.77075684,0.13537888,0.0073813763,0.0003926916,0.00017853951],"about_ca_topic_score_codex":0.0045331107,"about_ca_topic_score_gemma":0.0000034861946,"teacher_disagreement_score":0.7595234,"about_ca_system_score_codex":0.000014898849,"about_ca_system_score_gemma":0.000056757228,"threshold_uncertainty_score":0.68527377},"labels":[],"label_agreement":null},{"id":"W4409291023","doi":"10.1190/geo2024-0427.1","title":"Multisource wavefield reconstruction via nonuniform dispersed source arrays","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Computer science; Seismology","score_opus":0.005404334194805761,"score_gpt":0.18982074802355414,"score_spread":0.18441641382874838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409291023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68513775,0.0001415366,0.1675256,0.0021414147,0.0017946197,0.00030203932,0.000029990806,0.0006916878,0.14223534],"genre_scores_gemma":[0.9903982,0.000026334894,0.0032921897,0.0024209477,0.000108732864,9.847839e-7,0.000045362383,0.000002983333,0.0037042329],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931633,0.000023257971,0.00013607716,0.00020122963,0.00011183687,0.00021126684],"domain_scores_gemma":[0.9996002,0.00006119264,0.000050735132,0.000208349,0.000032732263,0.000046803678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086291126,0.00011154334,0.000121859455,0.000074194824,0.0001984668,0.000041768577,0.00015424246,0.000065113876,0.00035084653],"category_scores_gemma":[0.000016224332,0.000100466386,0.00006931955,0.00023170466,0.000085598345,0.00017400098,0.000011869111,0.00016889053,0.0002653077],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013445441,0.000009233447,0.014609251,0.000013248751,0.000012054282,0.0000010647782,0.00014842792,0.00018613199,0.00021087399,0.00007220796,0.0054851067,0.9792389],"study_design_scores_gemma":[0.0008678408,0.0001673818,0.037947528,0.0001699827,0.00007055682,0.000035229077,0.0017894215,0.68277997,0.019162787,0.025262302,0.23101282,0.0007341593],"about_ca_topic_score_codex":0.005208805,"about_ca_topic_score_gemma":0.000046806603,"teacher_disagreement_score":0.9785048,"about_ca_system_score_codex":0.0000061369096,"about_ca_system_score_gemma":0.000025540912,"threshold_uncertainty_score":0.78741896},"labels":[],"label_agreement":null},{"id":"W4409770818","doi":"10.1029/2024jb030279","title":"Shallow Lingering and Deep Transient Seismicity Related to Hydraulic Fracturing in the Changning Shale Gas Field, Sichuan Basin, China","year":2025,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Induced seismicity; Shale gas; Hydraulic fracturing; Geology; China; Natural gas field; Oil shale; Structural basin; Sichuan basin; Seismology; Transient (computer programming); Natural gas; Mining engineering; Petroleum engineering; Earth science; Geochemistry; Geomorphology; Paleontology; Engineering; Archaeology; Geography","score_opus":0.01738298633787498,"score_gpt":0.3034238446785667,"score_spread":0.2860408583406917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409770818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98016745,0.00033557386,0.0005698361,0.0150048435,0.00010446724,0.0001678213,0.0000016688756,0.000014885111,0.0036334605],"genre_scores_gemma":[0.996089,0.00024462497,0.00040745083,0.0030216987,0.00010492289,9.216366e-7,0.0000015726072,0.0000033255842,0.00012651188],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99809945,0.00031020804,0.00032655738,0.00019967477,0.00060752576,0.00045656244],"domain_scores_gemma":[0.99880373,0.0007143281,0.00006561693,0.00015900163,0.0001006961,0.00015661023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020429182,0.000117668285,0.00026234845,0.0004187592,0.00025887165,0.00014724063,0.00038761378,0.000067701076,0.00007540045],"category_scores_gemma":[0.00046578117,0.00008028277,0.00009037501,0.00066725566,0.00008755108,0.00024824668,0.000039779956,0.0011566697,0.000017195884],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057497434,0.000236894,0.054954216,0.00016175679,0.00009822908,0.0004952299,0.016819796,0.0046884217,0.0016368532,0.00016803517,0.004867713,0.91529787],"study_design_scores_gemma":[0.0007809762,0.001448753,0.7911605,0.00087318255,0.00002124264,0.00008195954,0.001978021,0.15965723,0.009104074,0.010446772,0.024170883,0.00027635644],"about_ca_topic_score_codex":0.0039519635,"about_ca_topic_score_gemma":0.00008891339,"teacher_disagreement_score":0.91502154,"about_ca_system_score_codex":0.000010178921,"about_ca_system_score_gemma":0.000073784824,"threshold_uncertainty_score":0.5974213},"labels":[],"label_agreement":null},{"id":"W4409983505","doi":"10.1190/geo2023-0647.1","title":"A deep-learning framework with seismic-frequency-band constraints for thin-reservoir characterization","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Reservoir modeling; Geology; Characterization (materials science); Seismology; Frequency band; Computer science; Petroleum engineering; Materials science; Telecommunications","score_opus":0.007335389326628658,"score_gpt":0.21446574600821985,"score_spread":0.2071303566815912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409983505","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.439888,0.00008583781,0.5482063,0.0015538567,0.00036722393,0.0004214489,0.000062491104,0.0003249451,0.009089873],"genre_scores_gemma":[0.9840209,0.0000301455,0.011340866,0.0033629758,0.00009192228,0.0000063714447,0.00040530867,0.0000051494594,0.00073637866],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992421,0.000036970752,0.00012942833,0.00022780373,0.00012595953,0.00023770053],"domain_scores_gemma":[0.9994764,0.00015709305,0.000078790436,0.00015824063,0.00008494068,0.00004456417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013321955,0.00012596577,0.0001447922,0.00006401641,0.0002575667,0.00008324076,0.00016985851,0.000075707554,0.00014477498],"category_scores_gemma":[0.000061099694,0.000103975595,0.00004399202,0.00025517834,0.00012896948,0.00020878334,0.000006620822,0.00020896348,0.000038488088],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003026919,0.000078545854,0.21486038,0.00033675434,0.0001855397,0.000016069187,0.0019570587,0.005615688,0.0018047721,0.01010504,0.0029004388,0.761837],"study_design_scores_gemma":[0.0015516955,0.0007513875,0.14256866,0.00087201636,0.0001524213,0.000014226307,0.001065901,0.56216705,0.009911779,0.20960249,0.07029313,0.0010492475],"about_ca_topic_score_codex":0.0003433409,"about_ca_topic_score_gemma":0.000006047248,"teacher_disagreement_score":0.7607878,"about_ca_system_score_codex":0.0000057263032,"about_ca_system_score_gemma":0.00007710977,"threshold_uncertainty_score":0.42400017},"labels":[],"label_agreement":null},{"id":"W4409987719","doi":"10.1190/tle44050394.1","title":"High-resolution impedance estimation using multiparameter viscoelastic FWI in a Gulf of Mexico setting","year":2025,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Estimation; Viscoelasticity; High resolution; Geology; Electrical impedance; Computer science; Geodesy; Remote sensing; Engineering; Materials science; Electrical engineering","score_opus":0.018073698490746457,"score_gpt":0.2658497419671591,"score_spread":0.24777604347641263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409987719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90007883,0.00022706625,0.0975852,0.0005624013,0.0003620776,0.00013598896,0.000006641032,0.00006193796,0.0009798718],"genre_scores_gemma":[0.9837716,0.000006815457,0.015643198,0.00041266138,0.000020805082,7.642434e-7,0.000008909116,0.0000020568227,0.00013319241],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930733,0.0000922756,0.0002012235,0.0001319657,0.00009770368,0.00016952242],"domain_scores_gemma":[0.9994178,0.0003190791,0.00008587268,0.0001428537,0.000020150665,0.000014268051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005108253,0.000076464574,0.00012529202,0.00015393588,0.000100248406,0.000021995114,0.0001570933,0.000039851413,0.000026074678],"category_scores_gemma":[0.00020299593,0.000056863428,0.000030090241,0.0002960454,0.00010736393,0.00014943923,0.00001427693,0.00013348206,0.000027620043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001185456,0.0000397704,0.10459933,0.00018205798,0.000033723027,0.00000482686,0.0025917394,0.5405416,0.0072783614,0.00077316706,0.007677287,0.33615962],"study_design_scores_gemma":[0.00013343323,0.00001738165,0.009510881,0.00023215324,0.0000123677255,0.0000023660875,0.00008827302,0.97764885,0.009693053,0.0023614482,0.00023603263,0.00006374386],"about_ca_topic_score_codex":0.0035715937,"about_ca_topic_score_gemma":0.000046412944,"teacher_disagreement_score":0.4371073,"about_ca_system_score_codex":0.000017057502,"about_ca_system_score_gemma":0.000031616222,"threshold_uncertainty_score":0.5399205},"labels":[],"label_agreement":null},{"id":"W4409987756","doi":"10.1190/tle44050413a1.1","title":"Uncertainty quantification in elastic full-waveform inversion as a means to access complementary aspects in DAS and accelerometer data","year":2025,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Accelerometer; Inversion (geology); Computer science; Waveform; Data mining; Acoustics; Geology; Telecommunications; Physics; Seismology","score_opus":0.08155028165964108,"score_gpt":0.3388040675294104,"score_spread":0.2572537858697693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409987756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97939765,0.000087206805,0.00088806276,0.008485918,0.0002971933,0.00034961104,0.000034272412,0.000059216138,0.010400871],"genre_scores_gemma":[0.99541146,0.000048978385,0.00025088605,0.0038334627,0.000020433818,0.0000017648485,0.0002122868,0.000002184113,0.00021853973],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991207,0.000080757534,0.0001806088,0.00029216468,0.00011889492,0.0002068592],"domain_scores_gemma":[0.9993321,0.00020894439,0.000037202117,0.00036978806,0.000012498272,0.00003947299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006626578,0.000094398485,0.00012800323,0.00031653763,0.000111846886,0.000103015365,0.00067911716,0.000030923366,0.00016932453],"category_scores_gemma":[0.00009523547,0.00006888586,0.000011040906,0.00054620206,0.00006251414,0.00037999975,0.00015821711,0.00016333134,0.00014044113],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036032492,0.00006981892,0.4030003,0.00013860581,0.000035242923,0.000021543792,0.0035891242,0.0018825822,0.0011590559,0.00085547543,0.12934294,0.459545],"study_design_scores_gemma":[0.0010004195,0.00020381655,0.3542461,0.00062180293,0.00004024354,0.000011834879,0.001974631,0.5354688,0.0029581152,0.011963868,0.09105426,0.00045610333],"about_ca_topic_score_codex":0.01522713,"about_ca_topic_score_gemma":0.004499288,"teacher_disagreement_score":0.5335862,"about_ca_system_score_codex":0.000026854746,"about_ca_system_score_gemma":0.000037859427,"threshold_uncertainty_score":0.99133056},"labels":[],"label_agreement":null},{"id":"W4410221936","doi":"10.1088/1361-6501/add6ca","title":"Modified <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"> <mml:mrow> <mml:mo>(</mml:mo> <mml:mi>n</mml:mi> <mml:mo>+</mml:mo> <mml:mn>1</mml:mn> <mml:mo>)</mml:mo> </mml:mrow> </mml:math> D Laplacian for smooth pressure reconstruction based on time-resolved velocimetry (2): experiments and perspectives","year":2025,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Velocimetry; Particle image velocimetry; Computer science; Applied mathematics; Mechanics; Materials science; Mathematics; Physics; Turbulence","score_opus":0.022116064863000218,"score_gpt":0.2317574229807336,"score_spread":0.20964135811773338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410221936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9424453,0.0022796262,0.0023804933,0.0022186334,0.0015216292,0.00019050395,0.00022793622,0.0006635436,0.04807233],"genre_scores_gemma":[0.9932989,0.00041954784,0.0039590118,0.001322057,0.00028897903,0.0003382724,0.00014159827,0.00009607126,0.0001355531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99374056,0.00019302712,0.00089368765,0.0017101106,0.0019772116,0.0014854323],"domain_scores_gemma":[0.9970598,0.0004049493,0.0007718529,0.0009803883,0.00033776247,0.00044520368],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00277955,0.0005921782,0.00033308187,0.0009521881,0.002006658,0.0007517715,0.0014132374,0.0011844145,0.0022537725],"category_scores_gemma":[0.0013648147,0.00083809154,0.0004261438,0.0013631051,0.00258646,0.0010522734,0.00046958975,0.0009433611,0.0002408668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012019768,0.00034139003,0.00028095194,0.0005746553,0.00065743615,0.00012178451,0.0013448544,0.0005843306,0.01736107,0.8770872,0.056477692,0.043966703],"study_design_scores_gemma":[0.0014374042,0.0016325602,0.00020173931,0.0006471618,0.0004134731,0.00024111848,0.0033032848,0.25959915,0.72222024,0.0023684087,0.0070280125,0.0009074389],"about_ca_topic_score_codex":0.0015208273,"about_ca_topic_score_gemma":0.00023582806,"teacher_disagreement_score":0.8747187,"about_ca_system_score_codex":0.000030433512,"about_ca_system_score_gemma":0.0009585646,"threshold_uncertainty_score":0.999407},"labels":[],"label_agreement":null},{"id":"W4410338551","doi":"10.1306/m81928c2","title":"Three-Dimensional Seismic Attributes Help Define Controls on Reservoir Development","year":2004,"lang":"en","type":"book-chapter","venue":"American Association of Petroleum Geologists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Computer science; Petroleum engineering; Seismology","score_opus":0.016854854054363336,"score_gpt":0.21367733937751496,"score_spread":0.1968224853231516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410338551","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056688868,0.00064903894,0.0010689334,0.007215344,0.00094206596,0.00090451573,0.0011967294,0.0008598964,0.93047464],"genre_scores_gemma":[0.73446417,0.00004358497,0.0032370877,0.0052318354,0.00020220855,0.000008719002,0.0010283693,0.000034427474,0.25574958],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705726,0.000067580586,0.00075580564,0.0005857241,0.0010057018,0.0005279418],"domain_scores_gemma":[0.9967984,0.00059958256,0.0018182033,0.00037315185,0.00026676388,0.00014388363],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076289196,0.00048418427,0.000905242,0.00035642518,0.00021427151,0.000034036086,0.00042325482,0.0003185598,0.0010307337],"category_scores_gemma":[0.00019477743,0.0004389192,0.0002535422,0.000040934236,0.0005041157,0.00004842776,0.0000516311,0.00061122194,0.000505317],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014378044,0.00021839,0.37460598,0.00022171145,0.0025136245,0.00020639277,0.00035161336,0.021324812,0.0000865364,0.022788249,0.24075975,0.33548513],"study_design_scores_gemma":[0.0028408049,0.0029899701,0.078547396,0.00084265234,0.00027902817,0.000021917507,0.00005440819,0.006079965,0.001578569,0.044692338,0.8598306,0.0022423163],"about_ca_topic_score_codex":0.00567445,"about_ca_topic_score_gemma":0.0010225532,"teacher_disagreement_score":0.6777753,"about_ca_system_score_codex":0.00029231768,"about_ca_system_score_gemma":0.0005278767,"threshold_uncertainty_score":0.99988246},"labels":[],"label_agreement":null},{"id":"W4410432649","doi":"10.1016/j.petsci.2025.05.006","title":"Bayesian AVO inversion of fluid and anisotropy parameters in VTI media using IADR-Gibbs algorithm","year":2025,"lang":"en","type":"article","venue":"Petroleum Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Science and Technology Major Project; National Natural Science Foundation of China","keywords":"Anisotropy; Inversion (geology); Bayesian probability; Gibbs sampling; Algorithm; Geology; Computer science; Artificial intelligence; Physics; Seismology; Optics","score_opus":0.011840866110282153,"score_gpt":0.2335425781015014,"score_spread":0.22170171199121924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410432649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850741,0.00033903954,0.011777769,0.0005643016,0.0003507383,0.000068193076,0.000017384158,0.00004481003,0.001763668],"genre_scores_gemma":[0.9615483,0.00009349556,0.037568577,0.00074881455,0.0000088824845,3.0290605e-7,0.000004244087,0.0000014953048,0.000025847876],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987315,0.000051172767,0.00021590374,0.00034596038,0.00034329807,0.00031216088],"domain_scores_gemma":[0.99946344,0.00011652967,0.00006874951,0.0001885016,0.000041818737,0.0001209639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007408464,0.00010857022,0.0001740437,0.00058758183,0.00017209216,0.000053624364,0.00035913425,0.000043318916,0.000052318686],"category_scores_gemma":[0.00018211998,0.00009598174,0.000028985436,0.0009290267,0.00080655736,0.0004404973,0.00005018791,0.000120344055,0.00000465236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005143856,0.00004305665,0.5643209,0.000055047116,0.0000080400205,0.000022625629,0.0007248651,0.0035266895,0.0084920125,0.00020992335,0.0015134289,0.42103192],"study_design_scores_gemma":[0.0002346633,0.00005332315,0.0213129,0.0000771628,0.0000067740666,0.0000045552274,0.00042912434,0.9523427,0.02335211,0.0016850564,0.00038627634,0.00011534553],"about_ca_topic_score_codex":0.0068232766,"about_ca_topic_score_gemma":0.00006200176,"teacher_disagreement_score":0.948816,"about_ca_system_score_codex":0.00002227198,"about_ca_system_score_gemma":0.00023256359,"threshold_uncertainty_score":0.9997904},"labels":[],"label_agreement":null},{"id":"W4410497542","doi":"10.1029/2025jh000627","title":"Enhanced Hardrock Seismic Imaging Through Multi‐Scale Information‐Guided Unsupervised Learning","year":2025,"lang":"en","type":"article","venue":"Journal of Geophysical Research Machine Learning and Computation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Noise reduction; Noise (video); Feature (linguistics); Computer science; Pattern recognition (psychology); Filter (signal processing); Workflow; Energy (signal processing); Wavelet; Reflection (computer programming); SIGNAL (programming language); Geology; Artificial intelligence; Algorithm; Computer vision; Mathematics; Image (mathematics)","score_opus":0.023515966484324958,"score_gpt":0.33438093498951493,"score_spread":0.31086496850518996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410497542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6228143,0.00068748265,0.36929905,0.0026427743,0.00019257635,0.00014964746,0.0000030506728,0.000097570475,0.0041135284],"genre_scores_gemma":[0.9934003,0.00024716393,0.005121788,0.00047870574,0.00006977364,6.597494e-7,0.000035679765,0.0000035206454,0.0006424193],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981257,0.00050985714,0.00040268266,0.00014279186,0.000530739,0.00028827938],"domain_scores_gemma":[0.9986689,0.00052386895,0.0001903566,0.000054711276,0.00046846652,0.000093675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011407161,0.000119884004,0.00022914598,0.00035416588,0.0005643793,0.00023022122,0.00016696892,0.00004367009,0.000056928522],"category_scores_gemma":[0.0005372976,0.00009882033,0.000081562,0.0004931742,0.00012842214,0.00088584534,0.00004230337,0.0012313535,0.00003961686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018034446,0.00005149974,0.06953371,0.00010733615,0.00004387748,0.000008386074,0.0019292549,0.051104378,0.00080377667,0.000042890526,0.0019561758,0.8742384],"study_design_scores_gemma":[0.00074757176,0.00022452058,0.02940049,0.00015424957,0.000012236622,0.000016715154,0.0009330304,0.9504761,0.00084943423,0.0023048224,0.014778033,0.0001027708],"about_ca_topic_score_codex":0.0028861524,"about_ca_topic_score_gemma":0.0000050353597,"teacher_disagreement_score":0.89937174,"about_ca_system_score_codex":0.000020541574,"about_ca_system_score_gemma":0.00011674444,"threshold_uncertainty_score":0.5349687},"labels":[],"label_agreement":null},{"id":"W4410763557","doi":"10.1139/cgj-2024-0781","title":"Data-driven recovery of incomplete geotechnical dataset using low-rank matrix completion","year":2025,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Rank (graph theory); Geology; Matrix (chemical analysis); Mathematics; Materials science; Composite material","score_opus":0.03753517609836157,"score_gpt":0.2770858242429308,"score_spread":0.23955064814456925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410763557","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36533868,0.005093336,0.46057457,0.039155222,0.0059953444,0.002339759,0.11582717,0.000945535,0.004730392],"genre_scores_gemma":[0.9781601,0.00024926144,0.012370088,0.0046025873,0.00019661148,5.2474957e-7,0.0043541207,0.000010358266,0.000056367342],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99794865,0.0001627141,0.0006541098,0.00037138816,0.00033608024,0.0005270598],"domain_scores_gemma":[0.9982513,0.0001635677,0.00021724997,0.00080013956,0.00010353817,0.00046421468],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010465682,0.00019109772,0.0003768419,0.00064909825,0.00038368718,0.000118537886,0.0014242308,0.00022492692,0.0011971171],"category_scores_gemma":[0.00027581037,0.0001786511,0.00010218371,0.0005156224,0.00029831965,0.00044055784,0.00010644499,0.0008184396,0.000049944807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015487631,0.000054430388,0.0067263227,0.000108304805,0.00013952602,0.0003211494,0.000011585874,0.08428049,0.00056444487,0.0003525171,0.8192355,0.08805086],"study_design_scores_gemma":[0.00032284856,0.00008190953,0.0061053657,0.00027574066,0.00006791141,0.00041346293,0.000030439182,0.6368165,0.00008634078,0.0021827542,0.35335732,0.00025943076],"about_ca_topic_score_codex":0.1227661,"about_ca_topic_score_gemma":0.0062691052,"teacher_disagreement_score":0.6128214,"about_ca_system_score_codex":0.00009146507,"about_ca_system_score_gemma":0.00095946994,"threshold_uncertainty_score":0.9997159},"labels":[],"label_agreement":null},{"id":"W4410765872","doi":"10.1051/0004-6361/202453377","title":"Automated quasar continuum estimation using neural networks","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Camosun College; Herzberg Institute of Astrophysics","funders":"NextGenerationEU; Narodowe Centrum Nauki","keywords":"Physics; Quasar; Astrophysics; Artificial neural network; Astronomy; Artificial intelligence; Galaxy; Computer science","score_opus":0.007638079723329903,"score_gpt":0.21564282048668063,"score_spread":0.2080047407633507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410765872","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45041338,0.000082212755,0.5484643,0.00009334881,0.00016910746,0.00006594107,0.0000072809958,0.00020696968,0.00049750187],"genre_scores_gemma":[0.92637503,0.0000022248646,0.073214576,0.00025163277,0.000047820373,3.6046814e-7,0.00005972275,0.0000018064536,0.000046819663],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947953,0.000029665916,0.00011655812,0.00014884213,0.00004889508,0.00017651454],"domain_scores_gemma":[0.99977434,0.000028870758,0.00004988868,0.00008936526,0.000018683784,0.000038845796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053558728,0.00009759448,0.00011177268,0.0000457627,0.00016814173,0.000069996575,0.000073004725,0.000030112229,0.00003291527],"category_scores_gemma":[0.000003476949,0.00009094534,0.000029982897,0.00012268042,0.0000683363,0.00021659449,0.0000125307115,0.000101125,0.0000049456858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000120416635,0.0000068479617,0.021867303,0.000004761841,0.000012719868,8.235268e-7,0.00001531712,0.06986017,0.000024471226,0.000058244026,0.0014289701,0.90670836],"study_design_scores_gemma":[0.00013406499,0.00003241529,0.015166777,0.000020005631,0.00001575878,0.0000013371399,0.000051426505,0.98029584,0.00023269975,0.00014670152,0.0038278033,0.00007518107],"about_ca_topic_score_codex":0.00054356095,"about_ca_topic_score_gemma":0.0000028393617,"teacher_disagreement_score":0.9104357,"about_ca_system_score_codex":0.0000034117825,"about_ca_system_score_gemma":0.00001768316,"threshold_uncertainty_score":0.37086433},"labels":[],"label_agreement":null},{"id":"W4410979890","doi":"10.1016/j.jafrearsci.2025.105712","title":"Adaptive utilization of Castagna and Biot-Gassmann equations in fluid replacement mechanism (FRM), with elastic logs analysis and petrophysical cross-plots for fluid discrimination in an offshore basin, Niger Delta, Nigeria","year":2025,"lang":"en","type":"article","venue":"Journal of African Earth Sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geology; Biot number; Submarine pipeline; Conjunction (astronomy); Niger delta; Structural basin; Mechanism (biology); Seismology; Delta; Geomorphology; Geotechnical engineering; Mechanics; Engineering; Physics","score_opus":0.026890187549600746,"score_gpt":0.279572766445117,"score_spread":0.25268257889551626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410979890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94910085,0.00012627261,0.050183818,0.00028058054,0.000049192095,0.00014059483,0.000027790496,0.0000055345295,0.00008533804],"genre_scores_gemma":[0.9928784,0.00005541019,0.0069413017,0.00007696556,0.000010983969,0.0000010985722,0.00000951708,0.0000015565831,0.00002477782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988068,0.00010261811,0.00038406457,0.00022872044,0.0003083983,0.00016942678],"domain_scores_gemma":[0.9991904,0.00023422363,0.00024527716,0.00007711393,0.00018796677,0.00006501421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090990076,0.00010055757,0.00026838118,0.000963724,0.00014444209,0.00009323349,0.00013248422,0.000033544948,0.000018653052],"category_scores_gemma":[0.0001118613,0.00007241587,0.00003856194,0.0011893726,0.00038234578,0.0005828445,0.000011872826,0.00007641076,1.3216705e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005695603,0.00012750419,0.9728096,0.000038799793,0.00006958873,0.0000071545887,0.002637077,0.008025453,0.0012355669,0.0011371287,0.000031236235,0.013311331],"study_design_scores_gemma":[0.0004992813,0.0022468169,0.59447044,0.00010772951,0.000095485106,0.000005471826,0.0052325055,0.39123464,0.0033320296,0.0026404925,0.000019571287,0.00011554313],"about_ca_topic_score_codex":0.00084264437,"about_ca_topic_score_gemma":0.00235352,"teacher_disagreement_score":0.38320917,"about_ca_system_score_codex":0.000009849713,"about_ca_system_score_gemma":0.00015593086,"threshold_uncertainty_score":0.29530334},"labels":[],"label_agreement":null},{"id":"W4410993931","doi":"10.2118/228292-pa","title":"Prediction of Shear Wave Velocity Using Machine Learning Models and Characteristics of the Porous Medium","year":2025,"lang":"en","type":"article","venue":"SPE Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Porous medium; Shear (geology); Porosity; Wave velocity; Mechanics; Geology; Materials science; Geotechnical engineering; Composite material; Physics","score_opus":0.03411525826179933,"score_gpt":0.2198587015417148,"score_spread":0.1857434432799155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410993931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921376,0.00029608095,0.0058097728,0.00041742096,0.0003504561,0.000035252902,0.000031482738,0.000010075915,0.00091187196],"genre_scores_gemma":[0.99729645,0.00030159467,0.0021384524,0.00011951758,0.000040585408,1.5545035e-8,0.0000033303074,0.0000010027741,0.00009903992],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951667,0.00005506627,0.00017594674,0.000049660433,0.00013048449,0.000072171475],"domain_scores_gemma":[0.9997102,0.000026162219,0.00014147801,0.000048976683,0.00004958653,0.000023587834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034568246,0.00004268917,0.000097323384,0.000058875066,0.00012672237,0.000013625884,0.00006298477,0.000029573603,0.00007149997],"category_scores_gemma":[0.00004600595,0.000027896956,0.0000269964,0.00008177589,0.000076805416,0.00009720655,0.000012898371,0.00022116188,1.8416587e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006925209,0.000019119332,0.87653697,0.00007480439,0.000048887476,0.00000541495,0.0007542029,0.0029493016,0.002060536,0.000059377784,0.0008614575,0.11656067],"study_design_scores_gemma":[0.00011396922,0.00004458449,0.18650948,0.000108859946,0.000024726813,0.00008335499,0.00009922471,0.80727184,0.002902268,0.0023185415,0.0004936418,0.000029487932],"about_ca_topic_score_codex":0.0009747524,"about_ca_topic_score_gemma":0.00000354844,"teacher_disagreement_score":0.80432254,"about_ca_system_score_codex":0.000004455884,"about_ca_system_score_gemma":0.000055636952,"threshold_uncertainty_score":0.14735405},"labels":[],"label_agreement":null},{"id":"W4411224733","doi":"10.1016/j.ijheatmasstransfer.2025.127375","title":"Macroscopic modeling of acoustically-assisted miscible displacements in porous media","year":2025,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Mitacs; Alberta Innovates; Petroleum Technology Research Centre; Chevron; Energi Simulation; Commission Géologique du Canada; Alberta Energy Regulator","keywords":"Porous medium; Materials science; Mechanics; Porosity; Composite material; Physics","score_opus":0.01299610056217696,"score_gpt":0.2579983825274307,"score_spread":0.24500228196525373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411224733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473318,0.0007282146,0.047572426,0.001367329,0.0006156137,0.000039513696,0.000021320624,0.000005621801,0.0023181494],"genre_scores_gemma":[0.9977478,0.00050636777,0.0012852417,0.00038148856,0.000024148641,1.4102497e-7,0.0000067604064,0.0000011295929,0.000046938698],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930894,0.000021811096,0.00029865222,0.00006740026,0.00022067246,0.00008253392],"domain_scores_gemma":[0.99975747,0.000063410735,0.000015313693,0.000031797088,0.00009833243,0.000033683806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002032216,0.0000558957,0.00012764453,0.00021851319,0.000016597316,0.000020699894,0.00014734433,0.000033428318,0.00016996582],"category_scores_gemma":[0.000017739105,0.000043681437,0.00003496615,0.000064454805,0.000038314553,0.00012402925,0.0000037283983,0.00010678745,6.8552913e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019375714,0.00029163432,0.7724479,0.00018435522,0.00040358948,0.00026718844,0.0015617999,0.032284543,0.020433804,0.0007730068,0.0025048698,0.16690972],"study_design_scores_gemma":[0.005482518,0.0003563618,0.09061219,0.0017288236,0.00011939047,0.00012788718,0.0011499451,0.8650151,0.018455433,0.013876184,0.002756785,0.0003193868],"about_ca_topic_score_codex":0.0005818918,"about_ca_topic_score_gemma":0.00005776448,"teacher_disagreement_score":0.83273053,"about_ca_system_score_codex":0.0000074824834,"about_ca_system_score_gemma":0.000049064365,"threshold_uncertainty_score":0.18610065},"labels":[],"label_agreement":null},{"id":"W4411358607","doi":"10.1109/lgrs.2025.3580648","title":"Unsupervised Seismic Erratic Noise Suppression Using Implicit Neural Representation","year":2025,"lang":"en","type":"article","venue":"IEEE Geoscience and Remote Sensing Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Computer science; Noise (video); Artificial neural network; Representation (politics); Pattern recognition (psychology); Speech recognition; Artificial intelligence","score_opus":0.018988570337685688,"score_gpt":0.25566546450700245,"score_spread":0.23667689416931675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411358607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281244,0.00007989784,0.06508291,0.005057826,0.0010432876,0.00013486714,0.0000037012085,0.00011052864,0.00036253736],"genre_scores_gemma":[0.9660076,0.000035488614,0.014262199,0.01942843,0.00006380258,1.4956912e-8,0.000009759975,0.0000034031848,0.00018931745],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987061,0.00009890259,0.00020962986,0.00042465643,0.00021847842,0.0003422415],"domain_scores_gemma":[0.9995014,0.000085316235,0.000069116286,0.00023147855,0.00003234506,0.00008030904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023994998,0.00015025001,0.00016145648,0.0002404153,0.0005120117,0.0001619835,0.00014871443,0.00005565344,0.000011624879],"category_scores_gemma":[0.00003836178,0.00012379991,0.000048946044,0.00048261287,0.00028584394,0.0003495284,0.000018156656,0.00016172716,0.0000069296784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003162827,0.0000045611046,0.006105421,0.000039548027,0.000008680589,0.000040336166,0.0004902966,0.0054250145,0.24710499,9.4244507e-7,0.007450337,0.73329824],"study_design_scores_gemma":[0.00016608568,0.000017081255,0.011008405,0.00012268013,0.000017878912,0.000063559084,0.00018372951,0.9759736,0.011474312,0.00026705896,0.0005520748,0.00015351795],"about_ca_topic_score_codex":0.016102785,"about_ca_topic_score_gemma":0.000025346984,"teacher_disagreement_score":0.9705486,"about_ca_system_score_codex":0.000010736517,"about_ca_system_score_gemma":0.00003902247,"threshold_uncertainty_score":0.9904491},"labels":[],"label_agreement":null},{"id":"W4411371403","doi":"10.1190/geo2024-0722.1","title":"Full-waveform inversion using deviated well distributed acoustic sensing vertical seismic profiling data: A case study","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Vertical seismic profile; Geology; Inversion (geology); Distributed acoustic sensing; Waveform; Profiling (computer programming); Seismology; Seismic inversion; Inverse theory; Geodesy; Remote sensing; Acoustics; Geophysics; Computer science; Meteorology; Telecommunications; Data assimilation; Fiber optic sensor","score_opus":0.03420486543825408,"score_gpt":0.2688269435091055,"score_spread":0.23462207807085145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411371403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495544,0.00003532922,0.049042225,0.0000784435,0.00040923274,0.00033887257,0.000092743474,0.00022440002,0.00022438425],"genre_scores_gemma":[0.9960894,0.0000046178025,0.0025313064,0.0006457006,0.00007429449,2.5367302e-7,0.0006150059,0.0000058110563,0.00003360092],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853086,0.0001023057,0.00028009023,0.0004655805,0.00023456862,0.00038660938],"domain_scores_gemma":[0.99906737,0.00012347467,0.00005633612,0.00057014934,0.0000883106,0.000094342664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029525073,0.00020300102,0.00024002178,0.00011555923,0.0004934763,0.000107412285,0.00027077945,0.00007584168,0.00003642645],"category_scores_gemma":[0.000067976915,0.00018137212,0.000044892487,0.0006507934,0.0000982759,0.00040872605,0.00013984645,0.0002862064,0.00009721151],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016907039,0.0022250684,0.2603412,0.001249711,0.0013324639,0.01966781,0.003941982,0.14761306,0.012504945,0.00009596101,0.034120433,0.5152167],"study_design_scores_gemma":[0.00037934878,0.00012971864,0.000591325,0.00006531157,0.0001425636,0.00020250965,0.00320041,0.9931436,0.0011825258,0.00038345816,0.00036664918,0.00021255505],"about_ca_topic_score_codex":0.013550802,"about_ca_topic_score_gemma":0.00012885731,"teacher_disagreement_score":0.84553057,"about_ca_system_score_codex":0.000032613498,"about_ca_system_score_gemma":0.00016019586,"threshold_uncertainty_score":0.99301803},"labels":[],"label_agreement":null},{"id":"W4411375653","doi":"10.1029/2024jb030977","title":"Impact of Thermally Induced Cracks on Elastic Modulus Dispersion and Attenuation in Fluid‐Saturated Granite","year":2025,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Energi Simulation; École Normale Supérieure","keywords":"Attenuation; Dispersion (optics); Materials science; Elastic modulus; Composite material; Modulus; Geology; Geotechnical engineering; Optics; Physics","score_opus":0.029693570834440425,"score_gpt":0.3399503390300254,"score_spread":0.310256768195585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411375653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984145,0.00007253738,0.000047241745,0.00046476658,0.00007299289,0.00010090525,0.000007611963,0.0000060312905,0.00081337785],"genre_scores_gemma":[0.9995487,0.00013558714,0.000059731447,0.000081809805,0.000052197178,2.1777556e-7,0.0000048216248,0.0000023077125,0.000114654744],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984912,0.00028682794,0.00028827015,0.00012975218,0.00054328854,0.00026063988],"domain_scores_gemma":[0.99895513,0.00041436614,0.00010405884,0.000112091795,0.00030657285,0.000107772066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085801055,0.000092463684,0.00024372856,0.00053607003,0.00008363214,0.000046812325,0.00017213449,0.000061153056,0.00007096015],"category_scores_gemma":[0.0004716182,0.00006169686,0.00009120964,0.00061004394,0.00012877486,0.00024268935,0.000019712996,0.0005889619,0.000015613861],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039915624,0.00057460245,0.248722,0.000113220056,0.00017294045,0.00012204575,0.0010741983,0.0038692774,0.1639127,0.0001813177,0.0046676616,0.57259846],"study_design_scores_gemma":[0.00049404206,0.0016600296,0.92801386,0.00026482018,0.000006029748,0.0000044863323,0.00007076692,0.06320285,0.004547952,0.001619112,0.000056858076,0.000059178583],"about_ca_topic_score_codex":0.0027575255,"about_ca_topic_score_gemma":0.00002029016,"teacher_disagreement_score":0.67929184,"about_ca_system_score_codex":0.000016090358,"about_ca_system_score_gemma":0.00019463417,"threshold_uncertainty_score":0.4168572},"labels":[],"label_agreement":null},{"id":"W4411536172","doi":"10.1144/jgs2023-115","title":"Imaging fault-controlled hydrothermal dolomite bodies in the subsurface: insights from 3D seismic modelling of the Hammam Faraun Fault system, Suez Rift, Egypt","year":2025,"lang":"en","type":"article","venue":"Journal of the Geological Society","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Det Kongelige Norske Videnskabers Selskab; Equinor","keywords":"Geology; Dolomite; Outcrop; Geothermal gradient; Fault (geology); Geohazard; Geochemistry; Mining engineering; Seismology; Paleontology","score_opus":0.013132354018927933,"score_gpt":0.2083402345464141,"score_spread":0.19520788052748617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411536172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797215,0.0042500463,0.003515546,0.009994683,0.0005723039,0.00033832726,0.000020832445,0.000028514063,0.0015582863],"genre_scores_gemma":[0.99309516,0.00023102434,0.00096482626,0.0054571196,0.00008943835,0.000001534597,0.0000020311618,0.0000028785748,0.00015597511],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976156,0.00073783385,0.0006951279,0.00018661153,0.00048036475,0.0002844814],"domain_scores_gemma":[0.9982438,0.0007295569,0.0005755444,0.00031128112,0.00010313495,0.000036657406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014117027,0.00019689104,0.00051474164,0.000039823655,0.00038459813,0.000070978436,0.0012100782,0.00013760882,0.00004222315],"category_scores_gemma":[0.00010961873,0.00007609102,0.0006714711,0.00027006725,0.00040216287,0.0001664447,0.000078298624,0.0008188393,0.0000029711607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053004164,0.00011366245,0.25002447,0.00006858777,0.00032295552,0.00001920185,0.007296571,0.7234775,0.0004612901,0.00019263763,0.013228858,0.004264277],"study_design_scores_gemma":[0.0014525449,0.000038269503,0.028434314,0.00025785074,0.00010177817,0.000024919682,0.0034244035,0.9571407,0.0006812008,0.005359663,0.0029592807,0.00012507547],"about_ca_topic_score_codex":0.003536806,"about_ca_topic_score_gemma":0.000029990311,"teacher_disagreement_score":0.23366323,"about_ca_system_score_codex":0.00002954745,"about_ca_system_score_gemma":0.00007781173,"threshold_uncertainty_score":0.5346616},"labels":[],"label_agreement":null},{"id":"W4411539411","doi":"10.1007/s10659-025-10144-6","title":"Elastodynamic Fundamental Solutions of a Transversely Isotropic Unsaturated Half-Space Subjected to Axisymmetric Buried Vertical and Fluid Loading","year":2025,"lang":"en","type":"article","venue":"Journal of Elasticity","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transverse isotropy; Rotational symmetry; Isotropy; Half-space; Geometry; Mechanics; Space (punctuation); Mathematics; Mathematical analysis; Physics; Geology; Classical mechanics; Optics; Computer science","score_opus":0.01124859856784966,"score_gpt":0.22587267874510597,"score_spread":0.21462408017725632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411539411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651051,0.00032511653,0.032157887,0.0013392856,0.000323848,0.000086969456,0.000018359728,0.000024340905,0.00061904977],"genre_scores_gemma":[0.99765587,0.00004338175,0.0019302741,0.0002765275,0.000028621163,1.5928586e-7,0.0000031459272,0.0000022775007,0.00005973439],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99895054,0.00008314716,0.00037211322,0.00012974258,0.00022974217,0.00023473628],"domain_scores_gemma":[0.99927366,0.00027371,0.000092243834,0.000075277145,0.00014872657,0.00013640168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024152175,0.00011438083,0.00026745707,0.00057301676,0.00013307696,0.000034386645,0.00014918158,0.00006570018,0.000120246375],"category_scores_gemma":[0.00029075885,0.00009454494,0.000080191145,0.00083247264,0.00012484405,0.00017657322,0.000014367986,0.00024240806,0.000006615246],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005565498,0.0008907811,0.41014805,0.00054222345,0.0013074557,0.00021322723,0.0027661717,0.006389554,0.46104053,0.004475101,0.04647961,0.060181804],"study_design_scores_gemma":[0.0029751307,0.002547343,0.7929291,0.00070622587,0.00047724592,0.00023538478,0.0012377985,0.1315721,0.060472835,0.0012546062,0.0050958656,0.00049637805],"about_ca_topic_score_codex":0.00089803885,"about_ca_topic_score_gemma":0.000055829736,"teacher_disagreement_score":0.4005677,"about_ca_system_score_codex":0.000030294477,"about_ca_system_score_gemma":0.00012207855,"threshold_uncertainty_score":0.38554308},"labels":[],"label_agreement":null},{"id":"W4411621672","doi":"10.5194/egusphere-2025-2345","title":"TensorWeave 1.0: Interpolating geophysical tensor fields with spatial neural networks","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Hamilton Health Sciences","funders":"HORIZON EUROPE European Research Council","keywords":"Geophysics; Tensor (intrinsic definition); Artificial neural network; Field (mathematics); Geology; Statistical physics; Computer science; Physics; Mathematics; Artificial intelligence; Geometry; Pure mathematics","score_opus":0.010641787853866864,"score_gpt":0.21640092981792758,"score_spread":0.20575914196406073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411621672","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20972124,0.00052653847,0.5399514,0.006977018,0.0046658367,0.0014953599,0.0002971402,0.0025017464,0.23386374],"genre_scores_gemma":[0.985548,0.000020449072,0.0054675043,0.005051879,0.0004472295,0.0000031487853,0.00021503794,0.0000052322316,0.0032415185],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985113,0.000080453996,0.00027098556,0.0005351245,0.0002324502,0.00036967124],"domain_scores_gemma":[0.9991166,0.00018210085,0.00012693835,0.0003948627,0.00007890318,0.00010062516],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012299648,0.00031322055,0.0003668412,0.000121850586,0.0001338935,0.00014659882,0.00042191782,0.000279485,0.0010423],"category_scores_gemma":[0.00003083189,0.00021750575,0.0001328027,0.00011213478,0.000118072785,0.00008200391,0.0001447866,0.0011340453,0.000025670028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002378008,0.00003708548,0.22001928,0.00013255526,0.00013676465,0.00006798087,0.000262161,0.078466296,7.6092454e-7,0.000058341902,0.04077467,0.6598063],"study_design_scores_gemma":[0.00012276275,0.0001368025,0.01212292,0.00016585206,0.000038411166,0.00000816084,0.000069497466,0.98529065,0.0000596949,0.00045601482,0.001216621,0.00031260963],"about_ca_topic_score_codex":0.049921464,"about_ca_topic_score_gemma":0.00058533414,"teacher_disagreement_score":0.90682435,"about_ca_system_score_codex":0.0000069874473,"about_ca_system_score_gemma":0.00006942647,"threshold_uncertainty_score":0.9998709},"labels":[],"label_agreement":null},{"id":"W4411725984","doi":"10.1109/tgrs.2025.3583970","title":"Toward Understanding the Benefits of Neural Network Parameterizations in Geophysical Inversions: A Study With Neural Fields","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Artificial neural network; Geophysics; Computer science; Geology; Remote sensing; Artificial intelligence","score_opus":0.033254161444749526,"score_gpt":0.23640531607774615,"score_spread":0.20315115463299663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411725984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6655955,0.00002713953,0.3326986,0.0010485792,0.00022707177,0.00018549562,0.000003456939,0.000028074754,0.00018610235],"genre_scores_gemma":[0.99678445,0.000035337518,0.0023143184,0.0008092464,0.000009693432,6.770943e-8,6.9664674e-7,0.0000015602903,0.000044658038],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921715,0.00008190843,0.00014575376,0.00020902617,0.0001550756,0.00019108035],"domain_scores_gemma":[0.99956006,0.00021267135,0.000039082828,0.00013459903,0.000020356985,0.000033251315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017938908,0.00009327101,0.00012350695,0.00014638962,0.00041712626,0.000049346563,0.000101212645,0.00003388434,0.0000049076048],"category_scores_gemma":[0.000006063767,0.00005972107,0.000028688746,0.0008149764,0.0002503019,0.00014034889,0.0000015929163,0.00020693196,5.396197e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001574018,0.00005731488,0.0030055847,0.000018981369,0.000021000638,0.000012474499,0.0023810456,0.2113271,0.000021779473,0.00003240411,0.00006328598,0.7829016],"study_design_scores_gemma":[0.00022062988,0.00029696594,0.009426928,0.00011979059,0.000024042925,0.00001553591,0.003564517,0.9854025,0.00017433129,0.0006571875,0.000010773528,0.00008679963],"about_ca_topic_score_codex":0.005706629,"about_ca_topic_score_gemma":0.00095263193,"teacher_disagreement_score":0.7828148,"about_ca_system_score_codex":0.000007684815,"about_ca_system_score_gemma":0.00003306888,"threshold_uncertainty_score":0.86267537},"labels":[],"label_agreement":null},{"id":"W4411933939","doi":"10.1190/tle44070523.1","title":"Introduction to this special section: 4D full-waveform inversion","year":2025,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"","keywords":"Section (typography); Special section; Inversion (geology); Geology; Computer science; Seismology; Engineering; Engineering physics","score_opus":0.012500300784943177,"score_gpt":0.2239752909345422,"score_spread":0.211474990149599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411933939","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2687356,0.00017133937,0.006295154,0.12824911,0.030209517,0.00052673474,0.000012315831,0.0007610016,0.5650393],"genre_scores_gemma":[0.77391595,0.00010146921,0.0023097512,0.029867433,0.04844244,0.0000045065267,0.00010735933,0.000010918686,0.14524017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993491,0.000044062384,0.00011014594,0.0001898699,0.00012913437,0.00017765696],"domain_scores_gemma":[0.9996456,0.000049000442,0.000028880479,0.00020764238,0.000027888846,0.000041017152],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003759324,0.00008396881,0.00008980149,0.00014553932,0.0004347511,0.00008132832,0.00020035294,0.000048073398,0.003785655],"category_scores_gemma":[0.000054374883,0.000058076224,0.00003706031,0.00040099936,0.000074600124,0.00014865065,0.000021009659,0.00018626673,0.002271183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033414573,0.000002955496,0.0007823096,0.0000050611484,0.000005188916,7.421704e-7,0.0003058329,0.000076145414,0.00016482729,0.00021663602,0.88638884,0.11201802],"study_design_scores_gemma":[0.00006645182,0.00006067621,0.00086121226,0.000017713513,0.000010053911,0.00000923642,0.0001686453,0.0037872423,0.0050380295,0.00072884513,0.9891716,0.00008028554],"about_ca_topic_score_codex":0.0008251961,"about_ca_topic_score_gemma":0.000078811754,"teacher_disagreement_score":0.50518036,"about_ca_system_score_codex":0.000025231824,"about_ca_system_score_gemma":0.000031898817,"threshold_uncertainty_score":0.99850565},"labels":[],"label_agreement":null},{"id":"W4412043199","doi":"10.3997/2214-4609.202580021","title":"Optimizing North Slope Seismic Acquisition: A Decade of Safe, Efficient Alaskan Operations and Compressive Seismic Imaging","year":2025,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Seismology; Geophysical imaging; Compressed sensing; Computer science; Artificial intelligence","score_opus":0.0070903722939352305,"score_gpt":0.22168644402678664,"score_spread":0.21459607173285142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412043199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8115555,0.0017357199,0.12713337,0.0039227153,0.00029901878,0.00037408434,0.00008882843,0.00018677484,0.054704014],"genre_scores_gemma":[0.9826664,0.00009412733,0.010905072,0.0052642915,0.000019075665,0.0000018910919,0.00007564847,0.000002865594,0.0009706824],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903095,0.00005918332,0.0002694954,0.0002799504,0.00014329798,0.0002171384],"domain_scores_gemma":[0.9995065,0.00009361554,0.000051523362,0.00018810177,0.0000878012,0.00007245512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013987592,0.00014057076,0.00019156383,0.00022841798,0.00028113523,0.0000760844,0.00017806324,0.00003490658,0.0007494553],"category_scores_gemma":[0.000014321598,0.000119820084,0.000046586258,0.000310421,0.00017060376,0.00017369988,0.000041241452,0.0001237846,0.000030367797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077836696,0.00008666615,0.19557646,0.00013527117,0.00008987317,0.0000201958,0.0017022103,0.6309457,0.0005365051,0.0004002267,0.03383927,0.13658983],"study_design_scores_gemma":[0.00028183713,0.000025160618,0.025142813,0.000092970804,0.000025121888,0.000015257406,0.00052685477,0.96429545,0.0045395433,0.00007820117,0.00483591,0.00014085892],"about_ca_topic_score_codex":0.003242438,"about_ca_topic_score_gemma":0.000054831922,"teacher_disagreement_score":0.33334982,"about_ca_system_score_codex":0.000007472318,"about_ca_system_score_gemma":0.00007052916,"threshold_uncertainty_score":0.820601},"labels":[],"label_agreement":null},{"id":"W4412071373","doi":"10.1016/j.cageo.2025.105994","title":"ElasWave3D: A GPU-accelerated 3D finite-difference elastic wave solver for complex topography using irregular subdomain index arrays","year":2025,"lang":"en","type":"article","venue":"Computers & Geosciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"Vicerrectoría de Investigación y Extensión, Universidad Industrial de Santander; Natural Sciences and Engineering Research Council of Canada; Emissions Reduction Alberta","keywords":"Solver; Index (typography); Geology; Computational science; Computer science; Computer graphics (images)","score_opus":0.04352774945682654,"score_gpt":0.25025871768044106,"score_spread":0.20673096822361453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412071373","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21577826,0.00026690154,0.7806044,0.00039203645,0.0014417154,0.00039175354,0.000060476566,0.0002352286,0.00082917814],"genre_scores_gemma":[0.91830844,0.0000191053,0.07840912,0.0029081563,0.0000775535,0.000004155544,0.000074488635,0.0000046161736,0.00019437361],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978588,0.00010233563,0.00037054595,0.00066215167,0.00035805762,0.0006481064],"domain_scores_gemma":[0.99870616,0.0005772005,0.00014940067,0.00029855757,0.00012258148,0.00014608537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046329456,0.0002874518,0.00034474305,0.000540018,0.00078489137,0.0003470877,0.0006809641,0.00010268461,0.00018782668],"category_scores_gemma":[0.00007404256,0.00024349256,0.00014864613,0.0012106808,0.00072222936,0.0003115541,0.00005894067,0.00017440564,0.0000100401085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033227002,0.00027258485,0.29938263,0.00033094664,0.00020615078,0.00005793286,0.0017824762,0.04152667,0.0045565465,0.0013321001,0.045759376,0.6044603],"study_design_scores_gemma":[0.00033881865,0.0001462797,0.040158037,0.000109182714,0.000023630932,0.000008038418,0.00020014407,0.94458723,0.00045115934,0.004798415,0.008873649,0.0003054305],"about_ca_topic_score_codex":0.0020313957,"about_ca_topic_score_gemma":0.00006324909,"teacher_disagreement_score":0.90306056,"about_ca_system_score_codex":0.000016106307,"about_ca_system_score_gemma":0.00018495419,"threshold_uncertainty_score":0.9929338},"labels":[],"label_agreement":null},{"id":"W4412404194","doi":"10.1109/tgrs.2025.3588813","title":"Multisource Time-Lapse Elastic Full-Waveform Inversion Using a Target-Oriented Common-Model Strategy","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Inversion (geology); Waveform; Source model; Computer science; Geology; Remote sensing; Radar; Seismology; Telecommunications","score_opus":0.014466333166715237,"score_gpt":0.23467275211186758,"score_spread":0.22020641894515236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412404194","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3036432,0.000032856737,0.6945456,0.00017256345,0.00031526867,0.00011728974,0.000013339236,0.00012471202,0.0010351364],"genre_scores_gemma":[0.9145498,0.00006042385,0.082995765,0.0010988894,0.00001567019,2.4302912e-8,0.0000064553524,0.000005117986,0.0012678226],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866384,0.000059071583,0.0002362288,0.00041413377,0.0002520662,0.00037464072],"domain_scores_gemma":[0.9994334,0.000099293786,0.0000689098,0.00020778271,0.000058221427,0.0001323784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025516603,0.00019669085,0.00020139561,0.0003721025,0.0009834602,0.0000962284,0.00012264558,0.00010582488,0.000051448875],"category_scores_gemma":[0.000009364656,0.00016878554,0.0000701297,0.00061004236,0.00034441432,0.00032649687,0.0000023470625,0.00030066888,0.000039162234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007416553,0.00002118841,0.000020512014,0.000023538796,0.000011752211,0.000012783387,0.00025774512,0.06984839,0.0055704727,0.0000020332322,0.0001330563,0.92402434],"study_design_scores_gemma":[0.00023205776,0.00009657882,0.00007487353,0.00018615728,0.000029753568,0.0000478994,0.00030167386,0.98887557,0.009233043,0.0003862195,0.0003442693,0.00019192485],"about_ca_topic_score_codex":0.00533456,"about_ca_topic_score_gemma":0.0001068845,"teacher_disagreement_score":0.9238324,"about_ca_system_score_codex":0.000026887024,"about_ca_system_score_gemma":0.00011731117,"threshold_uncertainty_score":0.80642945},"labels":[],"label_agreement":null},{"id":"W4412520079","doi":"10.1080/23744731.2025.2523202","title":"Efficient construction of short-term transfer functions for closed-loop boreholes in stratified aquifers under groundwater flow using neural networks and wavelet decomposition","year":2025,"lang":"en","type":"article","venue":"Science and Technology for the Built Environment","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aquifer; Term (time); Loop (graph theory); Wavelet; Groundwater; Decomposition; Transfer function; Environmental science; Flow (mathematics); Borehole; Computer science; Petroleum engineering; Geology; Engineering; Geotechnical engineering; Artificial intelligence; Mathematics; Ecology; Mechanics; Physics; Biology; Electrical engineering","score_opus":0.013894230623630129,"score_gpt":0.23436997668672072,"score_spread":0.2204757460630906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412520079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8470901,0.0002636706,0.15093054,0.0011779863,0.00011851897,0.0003735273,0.000016013644,0.000019325125,0.000010311001],"genre_scores_gemma":[0.99672645,0.0000715979,0.0030379703,0.00012465,0.0000066643097,0.00001142071,0.000010167405,0.0000015758268,0.000009502151],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930954,0.000010560278,0.00015332879,0.00023999257,0.00009153592,0.00019506461],"domain_scores_gemma":[0.9997551,0.000064469124,0.000020390988,0.0001249905,0.000014956643,0.000020106529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035021696,0.00008358987,0.00010229379,0.00022628001,0.0003689453,0.000027438518,0.00012238618,0.00007020299,0.000007886439],"category_scores_gemma":[0.000006470255,0.00005972665,0.000021405654,0.00020674357,0.001416445,0.000071458766,0.000017910636,0.00008224662,9.993796e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014107866,0.000075151904,0.08545429,0.000046298275,0.000032152955,6.6356733e-7,0.00009647361,0.13784958,0.01822628,0.0017594176,0.00003547571,0.7562831],"study_design_scores_gemma":[0.00026362416,0.00013188877,0.02830461,0.000020696887,0.000030838248,0.000010620083,0.00052361726,0.9596143,0.009301053,0.001644913,0.00007763013,0.00007622128],"about_ca_topic_score_codex":0.00012275002,"about_ca_topic_score_gemma":0.000030269104,"teacher_disagreement_score":0.8217647,"about_ca_system_score_codex":0.00001639654,"about_ca_system_score_gemma":0.000020901116,"threshold_uncertainty_score":0.52189505},"labels":[],"label_agreement":null},{"id":"W4412751676","doi":"10.1190/geo2024-0891.1","title":"Unsupervised seismic random noise attenuation via 3D enhanced multiscale features","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"National Natural Science Foundation of China","keywords":"Computer science; Scale (ratio); Noise (video); Random noise; Seismic noise; Pattern recognition (psychology); Geology; Artificial intelligence; Seismology; Algorithm; Cartography; Geography","score_opus":0.00538888025451729,"score_gpt":0.2083700719917417,"score_spread":0.20298119173722443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412751676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79141986,0.0006654169,0.16178921,0.0022415249,0.001400982,0.000600727,0.00007753709,0.0006164048,0.041188363],"genre_scores_gemma":[0.9896036,0.00005658728,0.0021715693,0.0041779457,0.00009840756,0.00000347921,0.00019269214,0.00000357544,0.0036921524],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991484,0.00005921751,0.0001514803,0.00024772566,0.00016581705,0.00022733278],"domain_scores_gemma":[0.99950886,0.00010584604,0.00004951479,0.00023021674,0.000058756545,0.00004678462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012067615,0.0001378754,0.00017089803,0.00007990507,0.0001849547,0.000048884787,0.00018982428,0.000067777655,0.00016284588],"category_scores_gemma":[0.000023638266,0.000120318255,0.00007535374,0.0002843183,0.00006905598,0.00019335048,0.000013865866,0.00015318555,0.00031007655],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015404777,0.000039242383,0.0061023626,0.000044759043,0.000035891655,0.0000033770302,0.00029208223,0.001893784,0.005650213,0.00004245332,0.04325276,0.942489],"study_design_scores_gemma":[0.0045083407,0.00016327361,0.24234091,0.00020168778,0.00012886342,0.0000055045284,0.00030844842,0.5776458,0.1106134,0.012135654,0.051096577,0.00085154525],"about_ca_topic_score_codex":0.0035925999,"about_ca_topic_score_gemma":0.000023502853,"teacher_disagreement_score":0.94163746,"about_ca_system_score_codex":0.000006595005,"about_ca_system_score_gemma":0.00003938026,"threshold_uncertainty_score":0.54309607},"labels":[],"label_agreement":null},{"id":"W4412879869","doi":"10.1029/2024ea003941","title":"Implications of Fracture Networks in Elastic Response of Heterogeneous Carbonate Reservoirs","year":2025,"lang":"en","type":"article","venue":"Earth and Space Science","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Carbonate; Geology; Fracture (geology); Geochemistry; Petrology; Geotechnical engineering; Materials science","score_opus":0.00709493484495836,"score_gpt":0.22973808244457647,"score_spread":0.22264314759961812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412879869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99318165,0.0008415487,0.0010879344,0.0018501041,0.00006875666,0.00008686667,0.000008761833,0.000015723204,0.0028586427],"genre_scores_gemma":[0.9986588,0.00009711213,0.00068614265,0.0003860389,0.0000036037327,4.016435e-7,0.0000014341994,6.79848e-7,0.00016579429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993318,0.000051966217,0.00013738628,0.00017950138,0.00012496214,0.0001744224],"domain_scores_gemma":[0.9994698,0.00018763047,0.00005581889,0.00018027873,0.000052152027,0.000054332308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006679376,0.00005705257,0.00010947179,0.00025798104,0.000083359584,0.000016458234,0.00020322774,0.00003348006,0.000040413168],"category_scores_gemma":[0.00018262825,0.00004713344,0.000018163262,0.0007779717,0.00051392074,0.00010447252,0.000020017029,0.000092699236,8.8613297e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003430936,0.000024573314,0.87858975,0.000034553486,0.000005668482,0.000004677395,0.00050581776,0.096515365,0.0035887524,0.0002902756,0.0008464574,0.019250989],"study_design_scores_gemma":[0.00012441972,0.00008972753,0.87999874,0.0000605132,0.0000033161384,0.000004054636,0.000096877025,0.106084354,0.010785507,0.00089235004,0.0017944245,0.00006568547],"about_ca_topic_score_codex":0.0016879224,"about_ca_topic_score_gemma":0.00017825594,"teacher_disagreement_score":0.019185303,"about_ca_system_score_codex":0.0000022482761,"about_ca_system_score_gemma":0.00012857096,"threshold_uncertainty_score":0.2551645},"labels":[],"label_agreement":null},{"id":"W4412884518","doi":"10.1111/1365-2478.70061","title":"Multiscale Borehole Seismic Imaging for Mineral Exploration in the Blötberget Mining Area (Central Sweden, Ludvika)","year":2025,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"Horizon 2020 Framework Programme; Technische Universität Bergakademie Freiberg; Uppsala Universitet; European Commission","keywords":"Geology; Borehole; Economic geology; Regional geology; Geophysical imaging; Igneous petrology; Seismology; Mineral exploration; Telmatology; Geobiology; Metamorphic petrology; Mineral resource classification; Environmental geology; Engineering geology; Geophysics; Mining engineering; Geochemistry; Tectonics; Volcanism; Paleontology","score_opus":0.018204830081916496,"score_gpt":0.24731969923323674,"score_spread":0.22911486915132023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412884518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689288,0.00016539199,0.018735519,0.005516528,0.00051044015,0.0006442839,0.000022374677,0.00019202525,0.0052846354],"genre_scores_gemma":[0.9939535,0.0000038771027,0.003192994,0.0021278143,0.0002196997,0.000019310111,0.000075914715,0.000004506026,0.00040234803],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988142,0.000057978545,0.00023630502,0.00031843645,0.0001456413,0.00042739173],"domain_scores_gemma":[0.9994391,0.0002537748,0.00007143785,0.00016456383,0.00003585517,0.00003525327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033860866,0.0001439423,0.00016103411,0.000090860056,0.000313492,0.000138997,0.00023078996,0.000034656638,0.00001877915],"category_scores_gemma":[0.00012964709,0.00010888529,0.00008592905,0.00034181782,0.000066567154,0.00039442113,0.000017726292,0.00019681978,0.000008697208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013572167,0.00017027985,0.7195815,0.00010789312,0.000026827081,0.00001910562,0.006292987,0.0067619304,0.00142081,0.00062162854,0.048737038,0.21612431],"study_design_scores_gemma":[0.00042261215,0.000041201063,0.098847106,0.00007845673,0.000012866099,0.0000033729648,0.002211952,0.8867732,0.0012620382,0.0068354327,0.0033460353,0.00016568166],"about_ca_topic_score_codex":0.0026619504,"about_ca_topic_score_gemma":0.0001468019,"teacher_disagreement_score":0.8800113,"about_ca_system_score_codex":0.000016209207,"about_ca_system_score_gemma":0.000031356252,"threshold_uncertainty_score":0.4440213},"labels":[],"label_agreement":null},{"id":"W4412989958","doi":"10.56952/arma-2025-0791","title":"Laboratory Ultrasonic Measurements on Cambrian Sands: Implications for Seismic Monitoring in Deep CO2 Sequestration Projects","year":2025,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"North American Construction Group (Canada)","funders":"","keywords":"Geology; Carbon sequestration; Ultrasonic sensor; Mining engineering; Seismology; Petroleum engineering; Acoustics; Carbon dioxide; Ecology","score_opus":0.04140737475555488,"score_gpt":0.28250765848575937,"score_spread":0.24110028373020448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412989958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9465246,0.00036395097,0.010986597,0.00352001,0.00072501577,0.0013176302,0.000077333956,0.00042395794,0.03606089],"genre_scores_gemma":[0.99618435,0.000037794416,0.0020067492,0.001348325,0.000040370218,0.00002285075,0.000054978354,0.0000025134996,0.0003020854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927884,0.000043905227,0.00016911158,0.00022086255,0.00009356175,0.00019374081],"domain_scores_gemma":[0.99960554,0.0000934589,0.00003937436,0.00015368764,0.00007213276,0.00003580342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032437974,0.000094117604,0.000094022085,0.00018279316,0.00013103156,0.000052596286,0.00012551421,0.000055672965,0.000025159034],"category_scores_gemma":[0.00007709842,0.00008477625,0.000025566633,0.0003202473,0.000022885453,0.00017120315,0.000002702611,0.00008719008,0.000015218057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028501336,0.00002790086,0.95353454,0.000031019368,0.000010888653,3.1781693e-7,0.00008602832,0.0005761996,0.0013974933,0.00026720652,0.004859879,0.039180048],"study_design_scores_gemma":[0.00081047654,0.0002076951,0.8845888,0.00021545387,0.000020549129,0.0000011443989,0.00055067666,0.02726292,0.07524171,0.0021796853,0.00861947,0.00030146216],"about_ca_topic_score_codex":0.0017236151,"about_ca_topic_score_gemma":0.00020695389,"teacher_disagreement_score":0.07384422,"about_ca_system_score_codex":0.000032936037,"about_ca_system_score_gemma":0.00015155479,"threshold_uncertainty_score":0.3457075},"labels":[],"label_agreement":null},{"id":"W4412990075","doi":"10.56952/arma-2025-0687","title":"Investigating the Role of Foliation in Strain Bursts Using Seismic Moment Tensor Inversion and Advanced Numerical Modeling","year":2025,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston Health Sciences Centre; British Columbia Centre on Substance Use","funders":"","keywords":"Moment tensor; Inversion (geology); Geology; Foliation (geology); Moment (physics); Geophysics; Seismology; Physics; Deformation (meteorology); Petrology; Classical mechanics","score_opus":0.01467538268970856,"score_gpt":0.23810433188004065,"score_spread":0.2234289491903321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412990075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827751,0.00029591963,0.014694444,0.00093251595,0.00004828499,0.00011959189,0.0000036640959,0.00002949287,0.001101012],"genre_scores_gemma":[0.991151,0.000027801876,0.0076041343,0.0011575111,0.0000055881633,4.6147179e-7,0.000006409405,0.0000011951404,0.00004593406],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941635,0.000050379498,0.00017384492,0.00013322105,0.00010610457,0.00012007648],"domain_scores_gemma":[0.9997738,0.00005558394,0.000046349793,0.000077237855,0.000021007325,0.000026032943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023258795,0.000065617474,0.00009565143,0.000105577376,0.00012361968,0.000013324855,0.00007865087,0.00003175376,0.00002266719],"category_scores_gemma":[0.000036281355,0.000046182882,0.000016998507,0.00022167922,0.00004765947,0.00014228068,0.000021860655,0.0000897654,8.271326e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017653116,0.000013386988,0.2826272,0.00003475488,0.000009598891,5.724966e-7,0.0012615495,0.4286144,0.004711672,0.00037849863,0.000120851095,0.28220987],"study_design_scores_gemma":[0.00012440022,0.000014920472,0.0026140155,0.00007061001,0.000004771578,6.835984e-7,0.0018896994,0.98506033,0.0030928703,0.0068207923,0.0002556346,0.000051243103],"about_ca_topic_score_codex":0.00704101,"about_ca_topic_score_gemma":0.000021051705,"teacher_disagreement_score":0.55644596,"about_ca_system_score_codex":0.000009310381,"about_ca_system_score_gemma":0.00003419192,"threshold_uncertainty_score":0.9995712},"labels":[],"label_agreement":null},{"id":"W4413017192","doi":"10.22215/etd/2025-16561","title":"Characterizing Subsurface Sediments with Passive Microtremor Measurements Using the Horizontal-to-Vertical Spectral Ratio (HVSR) Method in the South Nation Watershed in Embrun, Ontario","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microtremor; Watershed; Geology; Seismology; Hydrology (agriculture); Geotechnical engineering","score_opus":0.04016048009581671,"score_gpt":0.2649234411600605,"score_spread":0.2247629610642438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413017192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99208146,0.000024144898,0.0012303519,0.00095282524,0.0003868582,0.001067183,0.000012570997,0.000039249488,0.004205359],"genre_scores_gemma":[0.98902124,0.0000036249419,0.0059529706,0.0025491049,0.00005074431,0.000013084872,0.00088017544,0.000009772803,0.0015192532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977346,0.00036973236,0.00040361634,0.00047145254,0.00062067027,0.00039992106],"domain_scores_gemma":[0.9994117,0.00009448047,0.000113519054,0.0002486274,0.0000813652,0.000050334074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009612219,0.00031227636,0.0003099019,0.00030246144,0.00020701803,0.00021145893,0.00043710077,0.00015529079,0.00025802714],"category_scores_gemma":[0.000028951581,0.00017242621,0.000065915585,0.0004708459,0.000023710529,0.00024015506,0.000010252198,0.00060289097,0.000017184791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003750248,0.00028733374,0.77639055,0.0002748024,0.00037634224,0.00013276645,0.15093158,0.0028798643,0.033659216,0.000060777907,0.0029215827,0.02833494],"study_design_scores_gemma":[0.0016387467,0.00042215516,0.7504713,0.0010287459,0.00020920909,0.000021928789,0.030633481,0.0278388,0.185247,0.0001586785,0.0012605523,0.0010694232],"about_ca_topic_score_codex":0.239128,"about_ca_topic_score_gemma":0.25010192,"teacher_disagreement_score":0.15158778,"about_ca_system_score_codex":0.0001223277,"about_ca_system_score_gemma":0.00038455185,"threshold_uncertainty_score":0.7659387},"labels":[],"label_agreement":null},{"id":"W4413044046","doi":"10.17738/ajes.2025.0011","title":"Seismic velocity structure and seismotectonics of the southern Vienna Basin (Austria) with a large-N nodal deployment","year":2025,"lang":"en","type":"article","venue":"Mitteilungen der Österreichischen Geologischen Gesellschaft/Austrian journal of earth sciences","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Seismotectonics; Seismology; Geology; Software deployment; Structural basin; Paleontology; Induced seismicity; Engineering","score_opus":0.012496380340654702,"score_gpt":0.21917072052510225,"score_spread":0.20667434018444755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413044046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866653,0.0031616888,0.00381161,0.004700083,0.0005445612,0.00039588998,0.00008045951,0.000037402,0.0006029952],"genre_scores_gemma":[0.9912862,0.00007300155,0.006113422,0.0016665193,0.000093250885,8.736891e-7,0.0000041308235,0.000008316026,0.0007542653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965628,0.0005615572,0.00082704594,0.00051555096,0.0008410182,0.0006920596],"domain_scores_gemma":[0.99778855,0.00027975015,0.0010494717,0.000429871,0.00025417385,0.0001981618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021610952,0.0004029011,0.000656032,0.0004567454,0.0005839164,0.00016719708,0.001264702,0.00022905468,0.00038775438],"category_scores_gemma":[0.00020967289,0.00023270636,0.00020615298,0.00120837,0.0013633806,0.00044795737,0.00015902553,0.0008774823,0.000008336854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031488365,0.00006926518,0.9766571,0.00007651249,0.00038510674,0.000022910883,0.0016224441,0.004697334,0.00042457026,0.00004068183,0.002153061,0.013536144],"study_design_scores_gemma":[0.009586847,0.0046802987,0.64616454,0.0020750095,0.0018485744,0.0017199063,0.011025629,0.14574951,0.08691648,0.0056110076,0.0824352,0.0021869764],"about_ca_topic_score_codex":0.0010913007,"about_ca_topic_score_gemma":0.00027804213,"teacher_disagreement_score":0.33049253,"about_ca_system_score_codex":0.000008271984,"about_ca_system_score_gemma":0.00062456453,"threshold_uncertainty_score":0.948949},"labels":[],"label_agreement":null},{"id":"W4413132051","doi":"10.5194/ecss2025-86","title":"Automated Hailpad Dent Detection and Segmentation Using Machine Learning","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Artificial intelligence; Pipeline (software); Segmentation; Convolutional neural network; Thresholding; Intersection (aeronautics); Process (computing); Deep learning; Pattern recognition (psychology); Binary number; False positive paradox; Data mining; Machine learning; Computer vision; Image (mathematics); Engineering","score_opus":0.018995685406441736,"score_gpt":0.25691406564945457,"score_spread":0.23791838024301284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413132051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92620647,0.0015048811,0.060010973,0.00028436293,0.001184299,0.00047580595,0.00006528074,0.0030143438,0.0072536096],"genre_scores_gemma":[0.9794465,0.000307554,0.018293556,0.00051299715,0.00003497959,0.0000011913341,0.00022599386,0.0000028785225,0.0011743568],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992043,0.00009827159,0.00016518119,0.00027530926,0.0001294683,0.00012747472],"domain_scores_gemma":[0.9996965,0.0000404765,0.00009648416,0.000093327406,0.00003129896,0.00004190149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021681072,0.00014037569,0.00013856016,0.00019261682,0.00018978462,0.000112803165,0.00007801218,0.00012188684,0.00033922918],"category_scores_gemma":[0.000023259365,0.00012455745,0.000034601188,0.000090293404,0.000033802633,0.000091076196,0.00005583501,0.00032591572,0.000010475271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047667854,0.000014600606,0.37581638,0.0003580745,0.00008704295,0.000009239801,0.0004611148,0.0463615,0.0018745919,0.0000053623776,0.0010675786,0.5738968],"study_design_scores_gemma":[0.00008266819,0.00002434688,0.005826899,0.00007605139,0.000028157367,0.000008430021,0.000095720185,0.9839006,0.008441389,0.00018741567,0.0011914704,0.00013685961],"about_ca_topic_score_codex":0.047046058,"about_ca_topic_score_gemma":0.00036765402,"teacher_disagreement_score":0.9375391,"about_ca_system_score_codex":0.00001449022,"about_ca_system_score_gemma":0.000037984504,"threshold_uncertainty_score":0.95929974},"labels":[],"label_agreement":null},{"id":"W4413237517","doi":"10.1029/2025wr040865","title":"Unlocking Sub‐Micrometer Features in Carbonate Rocks: A Cascading Super‐Resolution Approach for Multiscale Multi‐Instrument Carbonate Characterization","year":2025,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Portage College","funders":"","keywords":"Characterization (materials science); Micrometer; Carbonate; Resolution (logic); Geology; Image resolution; Artificial intelligence; Computer science; Materials science; Nanotechnology; Optics; Physics","score_opus":0.03544729471959621,"score_gpt":0.28032015813684313,"score_spread":0.24487286341724693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413237517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931663,0.00037201637,0.00234663,0.0006246474,0.00014412327,0.000947438,0.00006723223,0.00011172938,0.0022198763],"genre_scores_gemma":[0.9947948,0.00006782883,0.0019506657,0.00023707282,0.000065623695,0.000055703134,0.0006333978,0.000012138612,0.0021827796],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99736214,0.00036704674,0.00033189653,0.000589111,0.00044505185,0.0009047285],"domain_scores_gemma":[0.9993594,0.00012467949,0.000036442285,0.00026376365,0.00011917424,0.00009648239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016460996,0.00020395486,0.00025356683,0.001076985,0.00044292293,0.00024591287,0.00040792895,0.00016991957,0.000036531143],"category_scores_gemma":[0.00007491061,0.00015315942,0.00008581929,0.0005252161,0.00016287729,0.00023737314,0.00010032754,0.00048472473,0.0000117784975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011997555,0.00032214465,0.43959692,0.0009568545,0.00015588272,0.000047961745,0.01964293,0.009312708,0.31209674,0.00002664729,0.0016337958,0.21500765],"study_design_scores_gemma":[0.0012218318,0.00011374739,0.04790501,0.00019950935,0.000011937086,0.0000101483065,0.00082983583,0.74202406,0.17266725,0.00013265172,0.03455311,0.00033093418],"about_ca_topic_score_codex":0.014352194,"about_ca_topic_score_gemma":0.0002601747,"teacher_disagreement_score":0.7327113,"about_ca_system_score_codex":0.00008030044,"about_ca_system_score_gemma":0.000030627598,"threshold_uncertainty_score":0.99221134},"labels":[],"label_agreement":null},{"id":"W4413400406","doi":"10.1016/j.rockmb.2025.100235","title":"Integration of image and dipole sonic logs for identification of natural fractures and stress-induced anisotropy in Asmari reservoir (A case study, SW Iran)","year":2025,"lang":"en","type":"article","venue":"Rock Mechanics Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Hospital","funders":"","keywords":"Identification (biology); Anisotropy; Geology; Natural (archaeology); Stress (linguistics); Dipole; Seismology; Petroleum engineering; Physics; Paleontology; Optics; Biology","score_opus":0.013031876028803065,"score_gpt":0.2669913627746123,"score_spread":0.2539594867458092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413400406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98828965,0.00045981558,0.010010124,0.0005689513,0.00010620539,0.0004293054,0.000087576685,0.000020753345,0.000027631839],"genre_scores_gemma":[0.99857324,0.000061688326,0.0011278099,0.00009898726,0.000007778414,0.000004334058,0.000047178666,0.0000026815933,0.00007632135],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919355,0.00007964598,0.0002989308,0.00021247176,0.00010381384,0.00011155954],"domain_scores_gemma":[0.99946034,0.0001573536,0.00014240727,0.00014161553,0.00007580772,0.000022447906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004184737,0.00009493324,0.00017515077,0.00017128588,0.000087088185,0.00003017126,0.00009744109,0.00006251851,0.000033545482],"category_scores_gemma":[0.00017517194,0.000082094426,0.000025771633,0.00012684161,0.000011580316,0.000075896955,0.000026522044,0.00012446941,8.8976094e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037901094,0.0019486123,0.11423597,0.0034558254,0.0005108311,0.00036910895,0.01952348,0.0029534388,0.5132902,0.0074903285,0.04491274,0.28751937],"study_design_scores_gemma":[0.002162202,0.00094960287,0.014086036,0.00029233441,0.00010983002,0.000054689543,0.01736953,0.5479833,0.40200827,0.013479955,0.0011482436,0.00035599718],"about_ca_topic_score_codex":0.0068387347,"about_ca_topic_score_gemma":0.00077503105,"teacher_disagreement_score":0.5450299,"about_ca_system_score_codex":0.000006186915,"about_ca_system_score_gemma":0.00002269242,"threshold_uncertainty_score":0.9997748},"labels":[],"label_agreement":null},{"id":"W4413458842","doi":"10.3997/2214-4609.202520169","title":"Mode-Free Wave Equation Tomography of Surface Waves via GPU-Accelerated Automatic Differentiation","year":2025,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Mode (computer interface); Surface wave; Tomography; Free surface; Surface (topology); Computer science; Physics; Computational physics; Acoustics; Optics; Mechanics; Geometry","score_opus":0.020499727001421407,"score_gpt":0.22638070569174,"score_spread":0.20588097869031857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413458842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89813673,0.00012080357,0.08020111,0.0005556637,0.00023479207,0.00019355328,0.00002535375,0.00031618684,0.020215824],"genre_scores_gemma":[0.9898547,0.000028608229,0.008907793,0.00040582498,0.0000070246315,5.204038e-7,0.00014016088,0.0000017479878,0.00065363554],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921894,0.000060981878,0.00024632056,0.00015805144,0.00017729326,0.00013843896],"domain_scores_gemma":[0.99949247,0.000088391855,0.00008499163,0.00023103533,0.00007252632,0.00003060011],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014802726,0.00009882483,0.00014503839,0.00018030379,0.00007869734,0.000035132125,0.00015960586,0.000057194677,0.0014859843],"category_scores_gemma":[0.00003279606,0.00007924929,0.00005761822,0.00043538396,0.000053409443,0.00021190153,0.00001407936,0.000063040774,0.000017612216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007484311,0.0001545318,0.3087732,0.00033088707,0.00018705087,0.0000025663612,0.00074915437,0.003189557,0.011689261,0.0023651607,0.05508917,0.6173946],"study_design_scores_gemma":[0.00017254853,0.000039675462,0.06969445,0.00003426332,0.000016775515,5.105261e-7,0.00006387369,0.8760477,0.043810084,0.009896072,0.00013960592,0.000084454965],"about_ca_topic_score_codex":0.004073736,"about_ca_topic_score_gemma":0.000050108127,"teacher_disagreement_score":0.8728581,"about_ca_system_score_codex":0.000003954625,"about_ca_system_score_gemma":0.000025721716,"threshold_uncertainty_score":0.9994268},"labels":[],"label_agreement":null},{"id":"W4413838781","doi":"10.24908/iqurcp19866","title":"Analysis of gravity disturbance data for the detection of crustal-scale structures: insights from central Italy and surrounding regions","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Queen's University","funders":"","keywords":"Disturbance (geology); Geology; Scale (ratio); Geodesy; Seismology; Geophysics; Remote sensing; Geography; Paleontology; Cartography","score_opus":0.08005398811898908,"score_gpt":0.3359037776691887,"score_spread":0.25584978955019966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413838781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8911846,0.0014402863,0.098803066,0.0062746615,0.0002695671,0.0008259631,0.00050338026,0.00007532621,0.00062311155],"genre_scores_gemma":[0.99823636,0.0008968891,0.0005165133,0.000052181098,0.000036982226,0.0000060313882,0.00016997129,0.0000033893252,0.00008170263],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982857,0.00007435655,0.00033281572,0.0004914519,0.0004769429,0.00033873378],"domain_scores_gemma":[0.9978097,0.00096512545,0.00017010099,0.000372658,0.0005989431,0.00008346323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075762905,0.000137617,0.000329153,0.0005135208,0.00040780625,0.00017128381,0.0007798307,0.00008692629,0.000009502653],"category_scores_gemma":[0.0005110181,0.00009777893,0.000073635485,0.0014476547,0.0010807256,0.0005025931,0.00014524224,0.0002969928,3.4173203e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012306491,0.0001493242,0.6706555,0.00094348245,0.0030121305,0.0000028004836,0.012192477,0.00012027661,0.016307293,0.05003529,0.01004576,0.23530504],"study_design_scores_gemma":[0.00051112333,0.00022147446,0.3135406,0.00026818176,0.0006935604,0.0000012222308,0.014113235,0.3184127,0.01866395,0.3276861,0.005580547,0.00030728854],"about_ca_topic_score_codex":0.024298895,"about_ca_topic_score_gemma":0.00093331316,"teacher_disagreement_score":0.35711485,"about_ca_system_score_codex":0.000020246902,"about_ca_system_score_gemma":0.00014977534,"threshold_uncertainty_score":0.98219836},"labels":[],"label_agreement":null},{"id":"W4413916127","doi":"10.47749/t/unicamp.2025.1501489","title":"Forward time lapse seismic modeling from numerical simulation models","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Estadual de Campinas; Energi Simulation; U.S. Department of Energy","keywords":"Geology; Seismology; Computer science","score_opus":0.01849795912791895,"score_gpt":0.24414564843391204,"score_spread":0.22564768930599308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413916127","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08321938,0.0013127764,0.52520007,0.0003591971,0.0014558223,0.00059871573,0.00049091014,0.0013307169,0.3860324],"genre_scores_gemma":[0.92927045,0.000099443205,0.005239978,0.0020036339,0.00012900023,0.000002246066,0.015788203,0.000011281382,0.047455758],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985949,0.000051940548,0.0003349571,0.00045332304,0.00031869792,0.0002461945],"domain_scores_gemma":[0.99931884,0.00015393934,0.00009863647,0.00025129903,0.00009345821,0.000083831466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011678397,0.00026359846,0.00032876304,0.00020773362,0.00014546198,0.000090823814,0.00027167116,0.0003029167,0.0040938156],"category_scores_gemma":[0.000029843806,0.0002347311,0.000138804,0.00017637794,0.000008839021,0.00033126707,0.000007483141,0.00029676495,0.0005737247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054581582,0.0000067544065,0.000047342477,0.000017319779,0.00002424007,0.0000017473487,0.00012395915,0.91252166,0.000003267221,0.000010087449,0.0086971,0.07849191],"study_design_scores_gemma":[0.00010376633,0.000020317977,0.000022670676,0.00009937121,0.000053565753,2.123658e-7,0.00014819398,0.9786144,0.00014776977,0.017319586,0.0031994174,0.00027072255],"about_ca_topic_score_codex":0.023953922,"about_ca_topic_score_gemma":0.00007428434,"teacher_disagreement_score":0.8460511,"about_ca_system_score_codex":0.0000118359385,"about_ca_system_score_gemma":0.00012548928,"threshold_uncertainty_score":0.9968166},"labels":[],"label_agreement":null},{"id":"W4414086637","doi":"10.3389/fbuil.2025.1597715","title":"Development of a site and motion proxy-based site amplification model for shallow bedrock profiles using machine learning","year":2025,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nonlinear system; Artificial neural network; Gradient boosting; Random forest; Bedrock; Principal component analysis; Motion (physics)","score_opus":0.01740054343676137,"score_gpt":0.21901194585491118,"score_spread":0.20161140241814982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414086637","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46553373,0.00029461394,0.53374636,0.00006825027,0.000033623222,0.00026836066,0.000018859477,0.000016480157,0.000019699768],"genre_scores_gemma":[0.57987523,0.0000369055,0.41970205,0.00008351954,0.0000031686147,0.000008805051,0.00016087538,0.0000026176474,0.00012678462],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999245,0.00003467852,0.0002255704,0.00023320402,0.00011785856,0.00014367313],"domain_scores_gemma":[0.999759,0.000016179636,0.00009196803,0.00009872231,0.00000662118,0.000027484894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031243864,0.000100872225,0.0001382301,0.00017425179,0.0001310582,0.000012992819,0.0000694787,0.00005123619,0.000013182934],"category_scores_gemma":[0.000015755857,0.000097558535,0.000024130482,0.000066852954,0.00005210655,0.00007917388,0.000013783379,0.000090713336,0.0000011088786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050573202,0.000029823212,0.808539,0.00009521549,0.000008331059,1.5686206e-7,0.00044398796,0.11934686,0.0018904954,0.0000024112794,0.00011220325,0.06948098],"study_design_scores_gemma":[0.00026928124,0.000019920759,0.05112271,0.000058397043,0.000011077887,1.7139568e-7,0.0000695703,0.93944687,0.0065345634,0.00019004727,0.0021853042,0.00009207103],"about_ca_topic_score_codex":0.0002988878,"about_ca_topic_score_gemma":0.000017068061,"teacher_disagreement_score":0.8201,"about_ca_system_score_codex":0.00003715701,"about_ca_system_score_gemma":0.000035012305,"threshold_uncertainty_score":0.39783216},"labels":[],"label_agreement":null},{"id":"W4414110681","doi":"10.1109/access.2025.3608240","title":"Technical Advancements of Laterally Constrained Inversion for Geophysical Datasets","year":2025,"lang":"en","type":"article","venue":"IEEE Access","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Inversion (geology); Classification of discontinuities; A priori and a posteriori; Inverse problem; Ground-penetrating radar; Synthetic data; Flexibility (engineering); Regularization (linguistics)","score_opus":0.019767944805802927,"score_gpt":0.3010857917426266,"score_spread":0.2813178469368237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414110681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8220786,0.00030212535,0.13407272,0.004314392,0.0029580758,0.0019910447,0.004620052,0.0005998389,0.029063135],"genre_scores_gemma":[0.9938256,0.000017999211,0.0033849843,0.0021598616,0.000025772222,0.0000028116801,0.00043553353,0.0000015276175,0.00014591654],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937713,0.000018242692,0.00016948656,0.00017856341,0.00010920549,0.00014736045],"domain_scores_gemma":[0.9995886,0.00010847164,0.00005897464,0.0001716227,0.000037448113,0.000034848636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115418356,0.0000770547,0.00013674819,0.00008939931,0.000066715125,0.00002896178,0.0003876523,0.00004442862,0.00013469545],"category_scores_gemma":[0.00003238945,0.00006486284,0.00004468697,0.00015971561,0.00011522184,0.00031348228,0.000022817632,0.000063867185,0.000009691841],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040915032,0.00012716558,0.06859401,0.000263373,0.000044567903,0.000007328531,0.000028460292,0.00021319877,0.00929962,0.00059639127,0.5539244,0.36649233],"study_design_scores_gemma":[0.003958717,0.0007178868,0.07202015,0.00060327386,0.00015029153,0.000007808488,0.00008085497,0.10790473,0.39989892,0.041610364,0.37223244,0.0008145582],"about_ca_topic_score_codex":0.00093677366,"about_ca_topic_score_gemma":0.000018777779,"teacher_disagreement_score":0.3905993,"about_ca_system_score_codex":0.000003607511,"about_ca_system_score_gemma":0.00004308997,"threshold_uncertainty_score":0.26450297},"labels":[],"label_agreement":null},{"id":"W4414113636","doi":"10.2139/ssrn.5472151","title":"Multiphysics Wave Simulator for Generalized Porous Media Across Scales","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Multiphysics; Porous medium; Biot number; Displacement (psychology); Finite element method; Representation (politics); Poromechanics; Wave propagation","score_opus":0.018506965125467963,"score_gpt":0.26732065846312997,"score_spread":0.248813693337662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414113636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79831547,0.03313228,0.15109384,0.0036787628,0.0071110474,0.0016477946,0.002524042,0.00072114036,0.0017756453],"genre_scores_gemma":[0.9796734,0.00879783,0.0055114594,0.0014228739,0.0013238674,0.000007105205,0.00063636375,0.000018029372,0.0026091137],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961582,0.00011759795,0.00046775187,0.00046842496,0.00036228666,0.0024257533],"domain_scores_gemma":[0.99870497,0.00028244458,0.00034436383,0.00033288164,0.0001988279,0.0001365205],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001637618,0.00037206846,0.00049253466,0.00013303799,0.00045277597,0.00019567911,0.0006290439,0.00032440203,0.000060547372],"category_scores_gemma":[0.00015835524,0.00031626946,0.00038650702,0.00011941213,0.00011739909,0.00014333887,0.00008902988,0.0027972392,0.000016995627],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034171328,0.00006422335,0.003923671,0.00015701985,0.000531796,0.00001920221,0.0008319068,0.012607507,0.000021764243,0.003487421,0.00731412,0.97069967],"study_design_scores_gemma":[0.0016657559,0.00023849783,0.0007448431,0.00020850635,0.00018146167,0.00024000143,0.0012964001,0.221222,0.0007441065,0.7488919,0.02368344,0.000883075],"about_ca_topic_score_codex":0.00228957,"about_ca_topic_score_gemma":0.0014479626,"teacher_disagreement_score":0.96981657,"about_ca_system_score_codex":0.00017425463,"about_ca_system_score_gemma":0.002215287,"threshold_uncertainty_score":0.99992895},"labels":[],"label_agreement":null},{"id":"W4414218726","doi":"10.1111/1365-2478.70071","title":"Image‐Domain Least‐Squares Migration Through Preconditioned Hessian","year":2025,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Hessian matrix; Deconvolution; Amplitude; Inverse problem; Seismic migration; Quadratic equation; Inversion (geology); Matrix (chemical analysis)","score_opus":0.007669041178880011,"score_gpt":0.2330267089803299,"score_spread":0.2253576678014499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414218726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84140366,0.00015910061,0.014693101,0.006059865,0.0005567493,0.00038568978,0.00002884425,0.00070056354,0.13601245],"genre_scores_gemma":[0.9857523,0.000005828093,0.011824608,0.00126226,0.00017752804,0.0000044159233,0.00006937094,0.0000032779728,0.0009004149],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990628,0.000052730706,0.00018480534,0.00029450905,0.00015189519,0.0002532559],"domain_scores_gemma":[0.99959964,0.00008715012,0.00006960159,0.00016428171,0.00004272302,0.000036623045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001353409,0.00012427165,0.00014876817,0.00005723768,0.00039295966,0.00012205205,0.00014174951,0.000048083413,0.00041848148],"category_scores_gemma":[0.00005862818,0.000108841836,0.00007494635,0.0003001102,0.00010111828,0.0004997337,0.00001431815,0.00019688747,0.0002765262],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024534456,0.00039754307,0.35406244,0.000432785,0.00018358615,0.000047948353,0.005886863,0.00022353284,0.012086982,0.030673727,0.14012104,0.45563823],"study_design_scores_gemma":[0.0007495359,0.00025511452,0.28824845,0.00028351313,0.00004138554,0.000011355174,0.002584319,0.05391531,0.03368907,0.59342575,0.026160488,0.0006357199],"about_ca_topic_score_codex":0.0040671355,"about_ca_topic_score_gemma":0.00009966948,"teacher_disagreement_score":0.562752,"about_ca_system_score_codex":0.000011244901,"about_ca_system_score_gemma":0.000032913038,"threshold_uncertainty_score":0.6148319},"labels":[],"label_agreement":null},{"id":"W4414465497","doi":"10.1111/1365-2478.70081","title":"Low‐Frequency Extrapolation by Deep‐Learning for Cross‐Well Full‐Waveform Inversion – Case Study From the Aquistore CO2$\\rm CO_{2}$ Storage Site","year":2025,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Extrapolation; Inversion (geology); Regional geology; Environmental geology; Potential field; Convergence (economics); Economic geology; Data processing","score_opus":0.008249608668258168,"score_gpt":0.23775895811966646,"score_spread":0.2295093494514083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414465497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99273956,0.00020096704,0.003672704,0.00020095136,0.0004290338,0.00079833757,0.00004141761,0.00026816592,0.0016488926],"genre_scores_gemma":[0.9978683,0.000005116463,0.00042778844,0.00056945265,0.00024906686,0.000010837846,0.00022088678,0.0000091446145,0.0006394304],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99843323,0.00011096565,0.00031166137,0.00050419546,0.00026356964,0.00037638049],"domain_scores_gemma":[0.9987815,0.0005839484,0.00017931394,0.0002707487,0.00010632115,0.000078156474],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00046185474,0.00022048934,0.000229847,0.00005815775,0.001459633,0.00022797564,0.0002419784,0.00008704158,0.00018528303],"category_scores_gemma":[0.00018780144,0.00016735026,0.00011801943,0.00033911862,0.00012910657,0.00036284735,0.00004198143,0.00047992717,0.000100067264],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019008755,0.00025551807,0.875,0.00007119904,0.000086313725,0.00014789551,0.0062698345,0.000899697,0.0024076235,0.00006446063,0.0067255828,0.10788179],"study_design_scores_gemma":[0.0028130761,0.0016167333,0.12800539,0.00020865009,0.00020865545,0.000050993847,0.017625926,0.82557076,0.0048713894,0.008273863,0.009705798,0.0010487514],"about_ca_topic_score_codex":0.028743988,"about_ca_topic_score_gemma":0.0005433138,"teacher_disagreement_score":0.8246711,"about_ca_system_score_codex":0.00005284997,"about_ca_system_score_gemma":0.000037971688,"threshold_uncertainty_score":0.9998403},"labels":[],"label_agreement":null},{"id":"W4414520128","doi":"10.1002/qj.5073","title":"Revisiting measurement and representation errors in geophysical sciences: From classical collocation‐based measurement error estimation to “sampling‐aware field‐informed retrieval”, a method that explicitly accounts for representation errors","year":2025,"lang":"en","type":"article","venue":"Quarterly Journal of the Royal Meteorological Society","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Representation (politics); Observational error; Propagation of uncertainty; Range (aeronautics); Filter (signal processing); Measurement uncertainty; Field (mathematics); Sampling (signal processing)","score_opus":0.10112993665644207,"score_gpt":0.3463391232591265,"score_spread":0.24520918660268445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414520128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5767684,0.000111081936,0.41629818,0.0060128076,0.00020839498,0.0004877489,0.000011280596,0.000023794164,0.0000783257],"genre_scores_gemma":[0.8998254,0.0000051995357,0.09795944,0.0021218709,0.000059949583,0.000008235812,0.000005586986,0.0000028155569,0.000011499313],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99749994,0.00038747504,0.0005849128,0.00032156898,0.000930869,0.0002752029],"domain_scores_gemma":[0.9979871,0.00093565264,0.0003914517,0.00017144457,0.00041557229,0.000098795164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035406982,0.00016173374,0.00032830398,0.0000969938,0.00047330005,0.00013496756,0.00035763404,0.00012590062,0.0000385588],"category_scores_gemma":[0.0016390268,0.0001064703,0.00025532674,0.0005195973,0.00017759415,0.0002955944,0.000020122163,0.00027811315,0.0000015192767],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020554091,0.00019679108,0.16331606,0.00021488061,0.0002145356,0.0000027778833,0.0061958195,0.058283202,0.0021905068,0.00008268356,0.0070618642,0.7601855],"study_design_scores_gemma":[0.0012961542,0.0011910134,0.31359258,0.0005497948,0.00012987439,0.000002425541,0.0046339137,0.6554459,0.005703962,0.017034745,0.00021214876,0.00020752303],"about_ca_topic_score_codex":0.0009907307,"about_ca_topic_score_gemma":0.00008725317,"teacher_disagreement_score":0.75997794,"about_ca_system_score_codex":0.00016145247,"about_ca_system_score_gemma":0.0001981302,"threshold_uncertainty_score":0.43417332},"labels":[],"label_agreement":null},{"id":"W4414558993","doi":"10.1016/j.jappgeo.2025.105958","title":"Angle-dependent image-domain least-squares migration using the amplitude-preserving migration operator, Part II: Inverse problem","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Seismic migration; Hessian matrix; Inverse problem; Inversion (geology); Operator (biology); Convergence (economics); Domain (mathematical analysis); Inverse","score_opus":0.013090866946140953,"score_gpt":0.22827192781405703,"score_spread":0.21518106086791608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414558993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842456,0.00017015223,0.008569692,0.0024487225,0.0003757876,0.00027976927,0.00001453766,0.00004500246,0.0038507562],"genre_scores_gemma":[0.98262,0.00009538829,0.014678392,0.002055318,0.00033360327,0.0000021983287,0.000022906468,0.000006733714,0.00018544166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986948,0.00008191711,0.00043711383,0.00016953686,0.0003959144,0.00022074563],"domain_scores_gemma":[0.9991079,0.00008259042,0.00033625186,0.00022114407,0.0001901409,0.0000619953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006600774,0.00016082224,0.00021279952,0.00012712646,0.00048514755,0.00020458804,0.0003760477,0.00006782984,0.000097155855],"category_scores_gemma":[0.00001992894,0.000111122645,0.00010464742,0.00033818523,0.000092863214,0.0004879486,0.00004480492,0.00034626696,0.000014645848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017101612,0.00077973295,0.0602232,0.0005402963,0.00085485645,0.00008934841,0.020878093,0.07439938,0.15618673,0.009622902,0.43686843,0.23784688],"study_design_scores_gemma":[0.0037778867,0.0011239924,0.012984501,0.0011169681,0.00066623156,0.0001224626,0.030386636,0.27310783,0.1419885,0.24335659,0.2896435,0.0017249034],"about_ca_topic_score_codex":0.0014663837,"about_ca_topic_score_gemma":0.00027118062,"teacher_disagreement_score":0.23612197,"about_ca_system_score_codex":0.000026963558,"about_ca_system_score_gemma":0.00016589832,"threshold_uncertainty_score":0.453145},"labels":[],"label_agreement":null},{"id":"W4414559043","doi":"10.1016/j.jappgeo.2025.105952","title":"Angle-dependent image-domain least-squares migration using the amplitude-preserving migration operator — Part I: Hessian operator and imaging resolution function","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Hessian matrix; Operator (biology); Image resolution; Wavelet; Resolution (logic); Seismic migration; Shift operator","score_opus":0.00973120942338317,"score_gpt":0.22076631779752354,"score_spread":0.21103510837414036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414559043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9565033,0.00083300815,0.03778772,0.0026176057,0.00055874855,0.00025487234,0.000014342916,0.00004649414,0.0013839289],"genre_scores_gemma":[0.99408585,0.00011181373,0.004041853,0.0013444746,0.0003455328,0.0000018142687,0.000020032532,0.0000060003135,0.000042659827],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987662,0.00010550264,0.0004005592,0.00019561026,0.00032655575,0.00020561703],"domain_scores_gemma":[0.9992294,0.000076749326,0.00027101967,0.00018255212,0.00017664989,0.0000636754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007031546,0.00015887126,0.00019388067,0.00013995818,0.0005092734,0.00035530506,0.0002003417,0.000054419834,0.000039845858],"category_scores_gemma":[0.000024799489,0.0001134888,0.000066205284,0.0002726288,0.00009860468,0.00068513,0.000030082745,0.0003018179,0.0000059553295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002757443,0.0003838843,0.13946714,0.00045300837,0.0005577246,0.000057199974,0.00812618,0.032495808,0.29486465,0.006272575,0.091030836,0.42353356],"study_design_scores_gemma":[0.003397172,0.00060586754,0.087710045,0.001156441,0.000699254,0.00015099645,0.031362724,0.6538032,0.060013685,0.066558726,0.0931242,0.001417634],"about_ca_topic_score_codex":0.0011823374,"about_ca_topic_score_gemma":0.00013775368,"teacher_disagreement_score":0.62130743,"about_ca_system_score_codex":0.000030220746,"about_ca_system_score_gemma":0.000114952854,"threshold_uncertainty_score":0.46279392},"labels":[],"label_agreement":null},{"id":"W4414804114","doi":"10.1016/j.jag.2025.104887","title":"Bridging the cloud gap: AHI/ATMS synergy through CNN feature fusion for all-weather SST retrieval","year":2025,"lang":"en","type":"article","venue":"International Journal of Applied Earth Observation and Geoinformation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Oceanic and Atmospheric Administration; Natural Science Foundation of Guangxi Province; Japan Aerospace Exploration Agency; Natural Science Foundation of Guangxi Zhuang Autonomous Region","keywords":"Mean squared error; Geostationary orbit; Convolutional neural network; Cloud computing; Correlation coefficient; Satellite; Sea surface temperature; Sensor fusion; Artificial neural network","score_opus":0.01728943077516463,"score_gpt":0.24446383321137322,"score_spread":0.2271744024362086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414804114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73009264,0.00069985405,0.17890354,0.052866768,0.004629201,0.00085484405,0.00008966432,0.00013839273,0.03172513],"genre_scores_gemma":[0.9726728,0.00051375607,0.007073676,0.0180891,0.00050949265,0.0000016121559,0.00026563043,0.0000040621717,0.00086985686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989897,0.000018348816,0.00040005517,0.000089799265,0.00037488848,0.0001272307],"domain_scores_gemma":[0.9990506,0.00013196058,0.00038351395,0.00008451274,0.00031697654,0.00003242995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006067955,0.00010801688,0.0001256094,0.00013485733,0.00018083176,0.00019314593,0.0002471364,0.00007598787,0.00009026877],"category_scores_gemma":[0.00006484655,0.000074447715,0.00007518135,0.00015199481,0.00004926149,0.00074510864,0.000017333537,0.00018167301,0.0000089074965],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016715066,0.00003589742,0.006458486,0.000067762034,0.00029088167,0.0000029507128,0.0032088438,0.0067038303,0.00070816313,0.021943366,0.09409305,0.86481524],"study_design_scores_gemma":[0.0014693582,0.000110196066,0.03778519,0.00014375428,0.000052802978,0.000039722516,0.00096250785,0.21186441,0.005064075,0.014191612,0.7281245,0.0001918512],"about_ca_topic_score_codex":0.000100632766,"about_ca_topic_score_gemma":0.000011034043,"teacher_disagreement_score":0.8646234,"about_ca_system_score_codex":0.000012777681,"about_ca_system_score_gemma":0.000060592007,"threshold_uncertainty_score":0.30358896},"labels":[],"label_agreement":null},{"id":"W4414869613","doi":"10.1130/b38037.1","title":"Injection veins as evidence of coseismic pore-pressure spikes from the Muddy Mountain thrust, southern Nevada, USA","year":2025,"lang":"en","type":"article","venue":"Geological Society of America Bulletin","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Memorial University of Newfoundland; McGill University","funders":"","keywords":"Thrust fault; Cretaceous; Fault (geology); Slip (aerodynamics); Tectonics; Thrust; Lithology; Fluid pressure","score_opus":0.013617122282123483,"score_gpt":0.23261646084560236,"score_spread":0.2189993385634789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414869613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8841471,0.010664897,0.011202347,0.08407969,0.00032294748,0.00058128615,0.00026805728,0.00023524545,0.00849842],"genre_scores_gemma":[0.97486943,0.00081171194,0.0051291822,0.01772196,0.00005222716,0.0000025188644,0.000041061503,0.0000024946949,0.00136941],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863905,0.00020193234,0.00031025775,0.00031229292,0.00029359077,0.00024289527],"domain_scores_gemma":[0.9984897,0.00085869303,0.00023509568,0.00028800202,0.00008460355,0.00004392059],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004244192,0.00015614011,0.00030432825,0.000019927933,0.00020072433,0.00002124811,0.00050764193,0.00014039484,0.008323889],"category_scores_gemma":[0.00024339752,0.00009880584,0.00022535097,0.00028986856,0.0009711791,0.000043187756,0.000070608716,0.0003004735,0.00015566655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026643602,0.00013799046,0.2641678,0.000066059896,0.00014852892,0.0000028202967,0.0019207266,0.0035262676,0.0007126297,0.000045179848,0.6386342,0.0903714],"study_design_scores_gemma":[0.00047514285,0.0015534904,0.12098569,0.00036530604,0.00018642431,0.000008000791,0.01748804,0.03482838,0.0038076958,0.0059791184,0.81388927,0.00043347006],"about_ca_topic_score_codex":0.1494799,"about_ca_topic_score_gemma":0.000018512153,"teacher_disagreement_score":0.17525506,"about_ca_system_score_codex":0.0000063352622,"about_ca_system_score_gemma":0.00005774291,"threshold_uncertainty_score":0.9925826},"labels":[],"label_agreement":null},{"id":"W4415184650","doi":"10.1016/j.enggeo.2025.108421","title":"Applicability of ultrasonic measurements to monitor and forecast stress change in subsurface storage applications","year":2025,"lang":"en","type":"article","venue":"Engineering Geology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alpha Cancer Technologies; European Commission; Rijksdienst voor Ondernemend Nederland","keywords":"Ultrasonic sensor; Sonic logging; Geomechanics; Stress (linguistics); Geothermal gradient; Amplitude; Submarine pipeline; Passive seismic; Porosity; Caprock","score_opus":0.016765985735874185,"score_gpt":0.23254382104995536,"score_spread":0.21577783531408118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415184650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98728865,0.0005921377,0.01097341,0.0003217719,0.00009122228,0.00036142144,0.000020093661,0.000057121753,0.00029419552],"genre_scores_gemma":[0.9974708,0.000020559382,0.002334929,0.00010741932,0.000013028449,0.000025214556,0.000009268745,0.0000014395282,0.000017359442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99953145,0.000015083426,0.00011248523,0.00015061065,0.000051797055,0.0001385573],"domain_scores_gemma":[0.9997394,0.00006394635,0.000017200144,0.00012564671,0.000018327803,0.000035476514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016815904,0.000064481865,0.00011523448,0.00012362332,0.000021594711,0.000003988511,0.000101071186,0.000042989413,0.00003306839],"category_scores_gemma":[0.0000263907,0.00006488359,0.000011810454,0.00021313418,0.00002875906,0.000030461979,0.00001216899,0.00007258926,0.000004453598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000868263,0.000013530191,0.9442557,0.00007880823,0.0000072809144,4.1530384e-7,0.00022255143,0.0068609742,0.0005381519,0.000063622916,0.00006436955,0.04788588],"study_design_scores_gemma":[0.0001506314,0.000043142925,0.9547085,0.000038947845,0.000005023869,0.0000012889819,0.000054643304,0.034248006,0.006804856,0.00011452821,0.0037277571,0.000102626786],"about_ca_topic_score_codex":0.0026004533,"about_ca_topic_score_gemma":0.00014018745,"teacher_disagreement_score":0.04778325,"about_ca_system_score_codex":0.000006857801,"about_ca_system_score_gemma":0.0000071393342,"threshold_uncertainty_score":0.3931125},"labels":[],"label_agreement":null},{"id":"W4415360023","doi":"10.1007/s10950-025-10341-9","title":"Improved adjoint-state traveltime tomography based on the eikonal equation: method, validation and application","year":2025,"lang":"en","type":"article","venue":"Journal of Seismology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China","keywords":"Eikonal equation; Speedup; Tomography; Leverage (statistics); Robustness (evolution); Seismic tomography; Geophysical imaging; Regularization (linguistics)","score_opus":0.012573576387927157,"score_gpt":0.24609213585156917,"score_spread":0.233518559463642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415360023","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049060937,0.00018529709,0.9201037,0.02840577,0.00027064126,0.00017044842,0.000010659508,0.0000234037,0.0017691065],"genre_scores_gemma":[0.96830547,0.000030636802,0.017975558,0.013488603,0.000046562327,0.0000013110464,0.000012644656,0.000001801982,0.00013738708],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992392,0.0001989959,0.0002476924,0.00010205085,0.000113252594,0.000098797536],"domain_scores_gemma":[0.9990821,0.00048840576,0.00021002165,0.00009549741,0.000090733876,0.000033267846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010956033,0.00007114476,0.00012400487,0.00023350421,0.000105353305,0.00002825106,0.00012689755,0.000047866546,0.00013146595],"category_scores_gemma":[0.0000709112,0.00004541901,0.000055688768,0.00019930626,0.00008013508,0.000087274086,0.0000044424955,0.00018049123,0.0000042044867],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034904605,0.000045285724,0.019474285,0.00002373467,0.00006745005,0.0000053468752,0.00018565562,0.004891986,0.0013938854,0.0012121511,0.0094631715,0.962888],"study_design_scores_gemma":[0.0005647928,0.00051765394,0.036461268,0.000039421207,0.000050364044,0.000061657156,0.000113197806,0.88821435,0.018435234,0.031877503,0.02354906,0.00011548108],"about_ca_topic_score_codex":0.0003161695,"about_ca_topic_score_gemma":0.0000013423801,"teacher_disagreement_score":0.96277255,"about_ca_system_score_codex":0.0000050221015,"about_ca_system_score_gemma":0.00005998194,"threshold_uncertainty_score":0.18521334},"labels":[],"label_agreement":null},{"id":"W4415412123","doi":"10.1007/s40789-025-00818-w","title":"A novel geophysics and fractal-based approach for predicting engineering geological structures in subsurface underground engineering","year":2025,"lang":"en","type":"article","venue":"International Journal of Coal Science & Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Borehole; Joint (building); Reflection (computer programming); Fractal dimension; Fault (geology); Facies; Geologic map; Anomaly (physics); Hydrogeology","score_opus":0.008337647443904497,"score_gpt":0.23207573889933772,"score_spread":0.22373809145543322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415412123","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49175754,0.00012084401,0.5064887,0.0011153377,0.00029656666,0.0000611294,0.000005159305,0.00003838805,0.00011632556],"genre_scores_gemma":[0.95817405,0.000010520678,0.041566197,0.00020788614,0.000031983014,8.408162e-7,0.0000021443348,0.000001441259,0.000004929446],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991837,0.000004265216,0.00022676651,0.0001538407,0.00024366475,0.00018776805],"domain_scores_gemma":[0.9995048,0.000143699,0.00010790507,0.000057215326,0.00015205724,0.000034293127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039529303,0.00008223642,0.00013138943,0.000874525,0.000056018558,0.00006544806,0.0005251807,0.000075422206,0.000005407287],"category_scores_gemma":[0.00038945745,0.00006859286,0.000029976094,0.00043891236,0.00021455967,0.0002596793,0.000034684857,0.00024770488,1.4134443e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006923124,0.000042230196,0.21225475,0.000019144285,0.00002718134,0.0000121730745,0.000048559978,0.7642597,0.0085310815,0.003618754,0.000046720772,0.011070478],"study_design_scores_gemma":[0.00045530187,0.000102191516,0.04806717,0.000060447535,0.000006002937,0.00008452035,0.000119251774,0.9389064,0.008003077,0.0032283429,0.0008768994,0.00009042688],"about_ca_topic_score_codex":0.00014673556,"about_ca_topic_score_gemma":0.000004018886,"teacher_disagreement_score":0.4664165,"about_ca_system_score_codex":0.000034929264,"about_ca_system_score_gemma":0.00012627993,"threshold_uncertainty_score":0.27971357},"labels":[],"label_agreement":null},{"id":"W4415459667","doi":"10.1016/j.advwatres.2025.105156","title":"A generalized analytical model for tidal wave propagation in multilayered, horizontally heterogeneous leaky aquifer systems","year":2025,"lang":"en","type":"article","venue":"Advances in Water Resources","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Water Conservancy Science and Technology Project of Jiangsu Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Aquifer; Electrical conduit; Tidal river; Aquifer test; Amplitude; Matrix (chemical analysis); Wave propagation; Permeability (electromagnetism)","score_opus":0.01709092115509241,"score_gpt":0.25147095785758933,"score_spread":0.2343800367024969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415459667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886924,0.001972051,0.0067124837,0.00031941902,0.00021289193,0.00056662795,0.000022841476,0.00008729325,0.0014139814],"genre_scores_gemma":[0.9961505,0.00012988038,0.0021567552,0.00037150798,0.00003966648,0.000030134426,0.00005505947,0.0000053291174,0.0010611669],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986788,0.000076294,0.00035965632,0.00035404475,0.000163157,0.00036805196],"domain_scores_gemma":[0.99965596,0.00006279821,0.00004379795,0.00016139519,0.00003279597,0.000043254742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003178688,0.00015821612,0.0002492857,0.0002812749,0.000078314086,0.000072455136,0.0001876857,0.00008287605,0.00002131674],"category_scores_gemma":[0.000027384449,0.00011031902,0.0000590313,0.00014503322,0.00008263694,0.00029537987,0.000020474969,0.00011868467,0.000008534837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000645485,0.00006112621,0.065547556,0.0002171122,0.000021293881,0.000035833287,0.0016706166,0.88198674,0.00028732923,0.00020150066,0.00025415642,0.04907127],"study_design_scores_gemma":[0.00059260975,0.00007401847,0.00035025517,0.0000903732,0.000007454987,0.000006175453,0.00011058432,0.9702564,0.0027616427,0.001138722,0.02445604,0.00015571344],"about_ca_topic_score_codex":0.0014164321,"about_ca_topic_score_gemma":0.00062878913,"teacher_disagreement_score":0.08826969,"about_ca_system_score_codex":0.000023479168,"about_ca_system_score_gemma":0.000016452344,"threshold_uncertainty_score":0.44986793},"labels":[],"label_agreement":null},{"id":"W4415494989","doi":"10.3997/2214-4609.202521066","title":"Incorporating Microseismic data into Discrete Fracture Network Models in Enhanced Geothermal Systems, Utah FORGE","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Microseism; Geothermal gradient; Fracture (geology); Workflow; Geothermal energy; Black box; Flow (mathematics); Network model","score_opus":0.01867974332840438,"score_gpt":0.25404173304654226,"score_spread":0.23536198971813788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415494989","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07306616,0.048166525,0.79146355,0.008337121,0.005326772,0.0027375536,0.00061224995,0.000735841,0.06955424],"genre_scores_gemma":[0.97408855,0.000934205,0.006612192,0.011610929,0.00030558984,0.0000072718667,0.0010058136,0.000018146071,0.0054173265],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99572986,0.00042513,0.0011841491,0.0012920937,0.0004005314,0.00096822635],"domain_scores_gemma":[0.99744344,0.00034102696,0.00040977733,0.0015393293,0.00008305068,0.00018340121],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015040007,0.0005672221,0.0007546154,0.00035004917,0.0005870488,0.0005213973,0.0019810656,0.00042922058,0.0004979008],"category_scores_gemma":[0.00006517756,0.0004923597,0.0000958015,0.0010998193,0.00029722776,0.0019400304,0.00045851877,0.00088995247,0.00009300537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021330932,0.00005966355,0.012681108,0.0006059469,0.00011630255,0.000035186233,0.0009654868,0.7433973,0.0002339819,0.0009848003,0.18488581,0.055821132],"study_design_scores_gemma":[0.00049155095,0.00006561063,0.00037056633,0.0009740774,0.000036806952,0.0000044377025,0.0013293546,0.9204762,0.00065315503,0.010957091,0.06411117,0.000530008],"about_ca_topic_score_codex":0.07486941,"about_ca_topic_score_gemma":0.0010668732,"teacher_disagreement_score":0.9010224,"about_ca_system_score_codex":0.000051713403,"about_ca_system_score_gemma":0.00048455017,"threshold_uncertainty_score":0.9997528},"labels":[],"label_agreement":null},{"id":"W4415567759","doi":"10.1190/geo-2024-0504","title":"Full waveform inversion of blended surface-related multiple orders","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Multiple; Inversion (geology); Nonlinear system; Crosstalk; Waveform; Source function; Synthetic data","score_opus":0.006797412385018325,"score_gpt":0.19622735483899945,"score_spread":0.18942994245398112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415567759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97653663,0.000079155885,0.00030083075,0.000642984,0.00037784647,0.00011542742,0.000021594233,0.00013015735,0.02179536],"genre_scores_gemma":[0.9971891,0.000044507913,0.001053913,0.0005226541,0.000008999901,1.7125872e-7,0.00008828939,0.000002100285,0.0010902345],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931544,0.000027049347,0.0001747061,0.00016023355,0.00014165245,0.00018092115],"domain_scores_gemma":[0.99957,0.00007892305,0.00007199164,0.0001906643,0.000051533723,0.00003690256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011152034,0.000098067656,0.00014639967,0.000066652035,0.0000903266,0.000011038793,0.00017172197,0.00006352774,0.00031421467],"category_scores_gemma":[0.000024639323,0.00008506308,0.00006788129,0.00038464862,0.000099991565,0.00014082441,0.000019140398,0.00011943447,0.0001796589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042930795,0.0001777416,0.20863234,0.00030123402,0.00021212776,0.000011443861,0.0012099771,0.0057576476,0.008100843,0.002043865,0.08205715,0.6910663],"study_design_scores_gemma":[0.0019520919,0.0004775882,0.041767277,0.00023268412,0.00008949503,0.000003033908,0.0011390761,0.7612416,0.09378752,0.05603575,0.042666588,0.0006072561],"about_ca_topic_score_codex":0.006159884,"about_ca_topic_score_gemma":0.00004172096,"teacher_disagreement_score":0.755484,"about_ca_system_score_codex":0.0000056673684,"about_ca_system_score_gemma":0.0000780732,"threshold_uncertainty_score":0.9311943},"labels":[],"label_agreement":null},{"id":"W4415567831","doi":"10.1190/geo-2024-0958","title":"3D velocity modeling for mineral exploration via ambient noise tomography","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Power Generation; Golder Associates (Canada); Barrick Gold (Canada); Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ambient noise level; Geophone; Rayleigh wave; Mineral exploration; Seismic noise; Noise (video); Tomography; Dispersion (optics)","score_opus":0.017147684231222503,"score_gpt":0.22471465125322743,"score_spread":0.20756696702200492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415567831","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37851405,0.000113953145,0.6171327,0.0007959626,0.00058812206,0.0002707541,0.000044093827,0.00019562349,0.002344712],"genre_scores_gemma":[0.9856394,0.000017726681,0.011824408,0.001953321,0.000096204094,0.0000067461915,0.00019686425,0.0000022865145,0.00026303937],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994246,0.000015468624,0.00011954051,0.00017369879,0.00009813393,0.0001685728],"domain_scores_gemma":[0.99971384,0.000028373912,0.000030034756,0.00013035984,0.00006589364,0.00003148044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010240963,0.000086157044,0.00009523587,0.00007886982,0.00015824747,0.00003835736,0.000105922954,0.000035223464,0.00002107627],"category_scores_gemma":[0.000009091221,0.000079799844,0.000072657334,0.00022749507,0.000027180646,0.00025297675,0.000007858184,0.000062709994,0.00002238332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012508432,0.00007763089,0.009651658,0.000109323424,0.00004969796,0.0000015115421,0.00059875904,0.036316585,0.0011469293,0.00075473293,0.03570637,0.9154617],"study_design_scores_gemma":[0.00014413519,0.000042626958,0.0010215045,0.000016992624,0.000013746733,1.8046455e-7,0.00005961375,0.9644895,0.0014773479,0.027158018,0.0054741586,0.000102150276],"about_ca_topic_score_codex":0.0018891885,"about_ca_topic_score_gemma":0.00002191004,"teacher_disagreement_score":0.92817295,"about_ca_system_score_codex":0.000003733375,"about_ca_system_score_gemma":0.000024844023,"threshold_uncertainty_score":0.3254143},"labels":[],"label_agreement":null},{"id":"W4416109743","doi":"10.1093/jge/gxaf143","title":"On parameterization in anisotropic media","year":2025,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Geological Foundation; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Anisotropy; Symmetry (geometry); Notation; Tilt (camera); Phase (matter)","score_opus":0.004337840714543909,"score_gpt":0.17786501777935082,"score_spread":0.17352717706480691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416109743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963598,0.00014898903,0.0027824948,0.00013294847,0.00022595774,0.000011549259,8.3874943e-7,0.000006387332,0.00033102496],"genre_scores_gemma":[0.99876416,0.00011449913,0.0009095,0.00017603039,0.0000261812,3.5592784e-8,0.0000010158263,6.9080306e-7,0.00000786103],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997707,0.000004536569,0.00009166908,0.000031516232,0.000049590428,0.000051997176],"domain_scores_gemma":[0.9998622,0.00005885867,0.000026196134,0.000024828501,0.000011125792,0.00001677471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000609587,0.000033889362,0.000068469795,0.00011047004,0.0000108404865,0.000015000296,0.00003547504,0.0000142069985,0.000008011168],"category_scores_gemma":[0.000026765543,0.000027641929,0.000014183711,0.00010137239,0.0000056953572,0.000073765616,0.0000020287978,0.00007753434,0.0000010039927],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106063504,0.00006150621,0.11624306,0.00016310916,0.00005621715,0.00007086582,0.0007202538,0.10388284,0.0033861974,0.010872634,0.0027487504,0.76168853],"study_design_scores_gemma":[0.00052589044,0.00021322131,0.63296026,0.0003949246,0.000013011045,0.000010664506,0.00007993719,0.340971,0.0018555926,0.019156856,0.003673492,0.00014516943],"about_ca_topic_score_codex":0.00006190472,"about_ca_topic_score_gemma":8.746573e-7,"teacher_disagreement_score":0.76154333,"about_ca_system_score_codex":0.0000024577785,"about_ca_system_score_gemma":0.000008269077,"threshold_uncertainty_score":0.11272051},"labels":[],"label_agreement":null},{"id":"W4416563662","doi":"10.1190/geo-2025-0287","title":"Angle-domain least-squares reverse time migration through full-wave and ray-theory Hessian operators","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hessian matrix; Operator (biology); Seismic migration; Fidelity; Diagonal; Interpretation (philosophy); Image (mathematics); Implementation; Hessian equation","score_opus":0.0077633108268472355,"score_gpt":0.20013995408709181,"score_spread":0.1923766432602446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416563662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96707386,0.00076966576,0.0057060975,0.0028920881,0.00044973232,0.0002744884,0.00008435111,0.00027391332,0.022475833],"genre_scores_gemma":[0.9796736,0.00013409666,0.0068538315,0.007084699,0.00014552487,0.0000028383884,0.00019855483,0.0000067984715,0.005900057],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919814,0.00010821572,0.00013420613,0.00023985947,0.00012259265,0.00019700655],"domain_scores_gemma":[0.9996228,0.000068687266,0.000044354925,0.00018674953,0.00003251353,0.000044844684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019379902,0.00013297593,0.00014697507,0.00005505942,0.00022064788,0.00007440691,0.00009892524,0.00006119632,0.00033162686],"category_scores_gemma":[0.000020075262,0.00011517695,0.000044627213,0.00022636616,0.00013798737,0.00034226986,0.00001748623,0.00011959804,0.00020123637],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035215952,0.00011101095,0.018722057,0.00018166925,0.00014581755,0.000059454,0.0054475255,0.00019908197,0.004177083,0.015553557,0.3832126,0.571838],"study_design_scores_gemma":[0.0013802437,0.00057997083,0.046578415,0.0004152125,0.00014275059,0.000027471277,0.005102235,0.045379523,0.008153154,0.40347165,0.48753586,0.001233535],"about_ca_topic_score_codex":0.0014846995,"about_ca_topic_score_gemma":0.000032627195,"teacher_disagreement_score":0.57060444,"about_ca_system_score_codex":0.0000059978265,"about_ca_system_score_gemma":0.00004804808,"threshold_uncertainty_score":0.46967795},"labels":[],"label_agreement":null},{"id":"W4416597399","doi":"10.1080/17499518.2025.2591757","title":"Effects of complex surficial geology on seismic amplification in Quebec, Canada","year":2025,"lang":"en","type":"article","venue":"Georisk Assessment and Management of Risk for Engineered Systems and Geohazards","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Hydro-Québec; Geological Survey of Canada; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Engineering geology; Deformation (meteorology); Sedimentary rock; Metamorphic rock","score_opus":0.006478754002772452,"score_gpt":0.22951484558213908,"score_spread":0.22303609157936663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416597399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663613,0.0014328522,0.028417937,0.00031778894,0.000736702,0.001130035,0.00014604704,0.000033444387,0.0014239092],"genre_scores_gemma":[0.9974111,0.0013841151,0.0005977148,0.00004848465,0.000014688314,0.000015223286,0.00008895378,0.0000024526955,0.00043730167],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99915147,0.000053671134,0.00029035797,0.00019798164,0.00013847476,0.00016805805],"domain_scores_gemma":[0.99946386,0.00022881971,0.000120419776,0.00011707132,0.000040289095,0.000029537614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003379457,0.00012133827,0.00028322826,0.00018787585,0.00005507517,0.000018227889,0.0000859936,0.000046863624,0.000004355439],"category_scores_gemma":[0.00000996977,0.000107953725,0.000027184382,0.0001397808,0.000037832782,0.000047931168,0.000015021706,0.0000662534,1.2464314e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028596373,0.00014357148,0.23782034,0.008200024,0.00048092773,0.000013086057,0.00020558848,0.044504523,0.00006475685,0.049980495,0.03183753,0.6264632],"study_design_scores_gemma":[0.001011807,0.00010938802,0.77449447,0.00024013077,0.000077262666,3.452704e-7,0.0006377147,0.19472992,0.000113656446,0.00073986594,0.027702471,0.00014297864],"about_ca_topic_score_codex":0.82402813,"about_ca_topic_score_gemma":0.15964897,"teacher_disagreement_score":0.6643792,"about_ca_system_score_codex":0.00001903767,"about_ca_system_score_gemma":0.0000626865,"threshold_uncertainty_score":0.85568523},"labels":[],"label_agreement":null},{"id":"W4416773013","doi":"10.29303/goescienceed.v6i4.1537","title":"Intergrasi Seismik Menggunakan Atribut Seismik dan Amplitude Variation with Frequency (AVF) pada Lapangan Penobscot untuk Mengidentifikasi Fluida pada Tight Sand","year":2025,"lang":"","type":"article","venue":"Jurnal Pendidikan Sains Geologi dan Geofisika (GeoScienceEd Journal)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Amplitude; Amplitude versus offset; Lithology; Crest; Anisotropy; Nova scotia","score_opus":0.010012618233623148,"score_gpt":0.22767720935420524,"score_spread":0.2176645911205821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416773013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9052699,0.0075988933,0.040753376,0.01553724,0.009553004,0.0020954236,0.00053598103,0.0006044847,0.018051688],"genre_scores_gemma":[0.97300535,0.0050215656,0.0055745943,0.007962146,0.0009178898,0.00002197747,0.00038718025,0.00007254802,0.007036748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9838164,0.0020228303,0.003551646,0.0029308922,0.0035472817,0.0041309483],"domain_scores_gemma":[0.9910204,0.00093984086,0.0028211146,0.0018799991,0.0014413681,0.0018972835],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.008112071,0.002125155,0.0022725794,0.0029169586,0.0065442636,0.0042623114,0.0049351268,0.0009673852,0.0018031858],"category_scores_gemma":[0.00091693853,0.0017065185,0.00095881964,0.004756715,0.0025509174,0.004449859,0.0006729112,0.0045772246,0.00023950089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016791607,0.0015678051,0.7518903,0.00061797624,0.0021336167,0.0033935,0.010043305,0.003883806,0.020032832,0.0048825485,0.07597331,0.12390182],"study_design_scores_gemma":[0.009510327,0.008062331,0.54365987,0.0045343353,0.0024827477,0.008561279,0.018232202,0.04915146,0.021134373,0.02279502,0.3047704,0.0071056536],"about_ca_topic_score_codex":0.016117593,"about_ca_topic_score_gemma":0.0010410812,"teacher_disagreement_score":0.2287971,"about_ca_system_score_codex":0.00078660296,"about_ca_system_score_gemma":0.003152215,"threshold_uncertainty_score":0.99914896},"labels":[],"label_agreement":null},{"id":"W4417134669","doi":"10.1190/tle44120934.1","title":"Seismic characterization with unsupervised machine learning applications for facies classification","year":2025,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Weighting; Unsupervised learning; Artificial neural network; Pattern recognition (psychology); Principal component analysis; Supervised learning; Representation (politics); Component (thermodynamics)","score_opus":0.021337117206062326,"score_gpt":0.2375241350844344,"score_spread":0.21618701787837208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417134669","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11738056,0.0002164263,0.8590051,0.01120342,0.00017694777,0.0010077627,0.00007200965,0.00053007965,0.010407711],"genre_scores_gemma":[0.9893316,0.000050656497,0.0007348397,0.0013878889,0.00004670307,0.000030432077,0.0005675883,0.0000034564312,0.007846808],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953806,0.000038273487,0.00009597413,0.0001412002,0.000062978346,0.00012348843],"domain_scores_gemma":[0.9996352,0.0001180745,0.000051164327,0.00013851452,0.000039787843,0.000017238668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020419741,0.00007313368,0.0000774757,0.00007675264,0.00040894718,0.00006183225,0.00016491317,0.000029408659,0.00003557281],"category_scores_gemma":[0.000018163248,0.000047240857,0.000023171691,0.00022897276,0.00006809948,0.000108166874,0.0000048533293,0.000105482184,0.000063936604],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012061759,0.000027255926,0.17912453,0.00013070263,0.00005331013,2.1338745e-7,0.0011362896,0.0017969456,0.010008771,0.002560915,0.0070181787,0.7980223],"study_design_scores_gemma":[0.00015349135,0.000038726157,0.025614904,0.000028062053,0.000022975539,0.0000017666807,0.0001624477,0.47930455,0.0027495155,0.00056333997,0.49127007,0.000090158304],"about_ca_topic_score_codex":0.00012719215,"about_ca_topic_score_gemma":0.0000087959925,"teacher_disagreement_score":0.87195104,"about_ca_system_score_codex":0.0000065437403,"about_ca_system_score_gemma":0.000025381034,"threshold_uncertainty_score":0.31453323},"labels":[],"label_agreement":null},{"id":"W4417268123","doi":"10.1103/8h9r-rvhw","title":"Constraining <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"> <mml:msub> <mml:mi>f</mml:mi> <mml:mrow> <mml:mi>N</mml:mi> <mml:mi>L</mml:mi> </mml:mrow> </mml:msub> </mml:math> using the large-scale modulation of small-scale statistics","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Perimeter Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Colleges and Universities; Wisconsin Alumni Research Foundation; University of Wisconsin-Madison; U.S. Department of Energy; Innovation, Science and Economic Development Canada; Government of Canada; National Science Foundation","keywords":"Modulation (music); Noise (video); Frequency modulation; Phase modulation; Statistical analysis; Work (physics)","score_opus":0.020576852566090757,"score_gpt":0.30674837806139255,"score_spread":0.2861715254953018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417268123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85122555,0.0096026985,0.006638442,0.0017700448,0.0012948964,0.00015962687,0.0006825287,0.00025956685,0.12836662],"genre_scores_gemma":[0.9773637,0.010915454,0.0048559583,0.0045442395,0.00093833427,0.00018621274,0.0010059559,0.00013709643,0.00005301934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9945372,0.00048113926,0.0013004221,0.0010511938,0.0014165592,0.001213506],"domain_scores_gemma":[0.99520046,0.001562461,0.0012282741,0.0013493076,0.00016056394,0.0004989137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015375403,0.00055085483,0.00050252356,0.00015315844,0.0008664413,0.00037012165,0.0012387574,0.00041573038,0.01265583],"category_scores_gemma":[0.0013172873,0.0007397429,0.0012331336,0.0010100041,0.0010620581,0.0006978896,0.0005219931,0.00109522,0.00079615356],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024186935,0.00039931707,0.00018832283,0.00574879,0.0005585963,0.00016072489,0.00077770447,0.0011180197,0.002337522,0.769883,0.17182304,0.046763133],"study_design_scores_gemma":[0.0008806757,0.00094020757,0.00037958106,0.009533481,0.0021630437,0.00019891895,0.0005615422,0.45794863,0.5014217,0.0063171396,0.018248096,0.0014069953],"about_ca_topic_score_codex":0.0010894429,"about_ca_topic_score_gemma":0.00020954208,"teacher_disagreement_score":0.76356584,"about_ca_system_score_codex":0.000008536173,"about_ca_system_score_gemma":0.0006190999,"threshold_uncertainty_score":0.9999818},"labels":[],"label_agreement":null},{"id":"W4417346983","doi":"10.1190/geo-2025-0429","title":"Mode-grouped tensor decomposition for attenuating migration artifacts in wave-equation migration and inversion","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Smoothing; Tucker decomposition; Inversion (geology); Tensor (intrinsic definition); Projection (relational algebra); Operator (biology); Conjugate gradient method; Singular value decomposition; Multilinear map; Structure tensor","score_opus":0.019981045105096313,"score_gpt":0.25072773790299857,"score_spread":0.23074669279790225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417346983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723845,0.000035076315,0.025124745,0.001597025,0.00009953175,0.00028101637,0.00001547155,0.000058006062,0.000404623],"genre_scores_gemma":[0.9927384,0.00003973408,0.005589946,0.0009995896,0.000038514332,0.0000056277295,0.00049227936,0.0000021409953,0.00009375253],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993781,0.000038986345,0.0001649679,0.0001888639,0.00009439444,0.0001347258],"domain_scores_gemma":[0.9996619,0.00011381538,0.00006500366,0.000080718644,0.000054321998,0.000024235034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015910319,0.000085682,0.00009800339,0.00012494407,0.00014195345,0.000051459538,0.00003810698,0.000055034016,0.0000091436295],"category_scores_gemma":[0.000041689505,0.00008307401,0.000027418131,0.00019067044,0.000024470522,0.00037097099,0.000005908891,0.000066473665,0.000011218008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020196957,0.00006212193,0.22098887,0.00015620978,0.000016969378,0.0000016550788,0.0012777997,0.003655391,0.017582826,0.0012175951,0.005103803,0.7497348],"study_design_scores_gemma":[0.0002728937,0.00006151089,0.086002156,0.00006286111,0.000011758974,4.5132936e-7,0.00019789622,0.8913518,0.008182645,0.013193244,0.00056898606,0.00009379698],"about_ca_topic_score_codex":0.004866412,"about_ca_topic_score_gemma":0.00064325245,"teacher_disagreement_score":0.8876964,"about_ca_system_score_codex":0.000012960902,"about_ca_system_score_gemma":0.000022796894,"threshold_uncertainty_score":0.7356592},"labels":[],"label_agreement":null},{"id":"W50855592","doi":"","title":"Seismic modeling and interpretation of porosity in the upper St. George group (Ordovician) Carbonates, Port au Port Peninsula, western Newfoundland","year":2012,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Petrophysics; Ordovician; Seismogram; Synthetic seismogram; Block (permutation group theory); Seismology; Porosity; Petrology; Paleontology; Geotechnical engineering","score_opus":0.018587558303806515,"score_gpt":0.24270352579060767,"score_spread":0.22411596748680115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W50855592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95559406,0.0001701866,0.00011087812,0.000085169326,0.003660793,0.000664736,0.00009852763,0.00006772719,0.039547924],"genre_scores_gemma":[0.9904174,0.00019722532,0.00006281759,0.000024767265,0.0010641512,2.2131145e-7,0.0010468403,0.000015385489,0.007171165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99585575,0.0011356794,0.00040036894,0.00072223606,0.0011559408,0.00073005323],"domain_scores_gemma":[0.99819237,0.00035036914,0.0003264438,0.00049724634,0.00037935996,0.00025420627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001873785,0.00038113535,0.0005878082,0.0014253367,0.00090485695,0.00012452046,0.0011501907,0.00052254874,0.00005918831],"category_scores_gemma":[0.0000785045,0.0003777034,0.00020365139,0.00092970766,0.0003475802,0.001079364,0.0001243924,0.0012579637,0.000010356768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012029398,0.00050116185,0.9544728,0.00068806205,0.00035085666,0.001727843,0.015551549,0.0016048937,0.000877104,0.0009454924,0.0017003653,0.009550482],"study_design_scores_gemma":[0.011609689,0.002529009,0.5332119,0.0017853962,0.0015147784,0.00024798568,0.11004251,0.23114671,0.00094878016,0.0014980913,0.10180368,0.0036615024],"about_ca_topic_score_codex":0.23267052,"about_ca_topic_score_gemma":0.030377895,"teacher_disagreement_score":0.42126092,"about_ca_system_score_codex":0.0003519653,"about_ca_system_score_gemma":0.00079958164,"threshold_uncertainty_score":0.9998675},"labels":[],"label_agreement":null},{"id":"W51926239","doi":"10.1190/1.9781560802235.ch14","title":"14. Multicomponent Processing of Seismic Data at the Jackfish Heavy-Oil Project, Alberta","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","score_opus":0.05035570580844041,"score_gpt":0.24908895193594163,"score_spread":0.1987332461275012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W51926239","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011599966,0.0017141948,0.0025289296,0.004394473,0.0015981967,0.0021842406,0.0029340207,0.0004419319,0.97260404],"genre_scores_gemma":[0.17361471,0.0006382232,0.009703189,0.004617014,0.0008733933,0.000019254318,0.009363909,0.00010502015,0.80106527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798965,0.000037417576,0.00057764223,0.00054856273,0.00060035527,0.0002463775],"domain_scores_gemma":[0.99762464,0.00016937555,0.0008557886,0.00106383,0.00023411475,0.000052266616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003603866,0.00035637102,0.0004686471,0.00005404212,0.00035786032,0.000056412697,0.0008272696,0.00022904165,0.00014998837],"category_scores_gemma":[0.000016642889,0.00026818534,0.00027487593,0.000036092453,0.0008279648,0.00035994558,0.00017420392,0.0005256599,0.00005968056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024136723,0.00009340012,0.00011472994,0.0016317817,0.00036872804,0.0000027359781,0.015409526,0.00013506546,0.0035377308,0.0006174606,0.166866,0.81098145],"study_design_scores_gemma":[0.00067015825,0.00018782669,0.0000532219,0.00094640825,0.00026824189,0.000012629349,0.0008811406,0.105729654,0.021087738,0.011699382,0.8574925,0.0009710933],"about_ca_topic_score_codex":0.0071331407,"about_ca_topic_score_gemma":0.0005243788,"teacher_disagreement_score":0.8100104,"about_ca_system_score_codex":0.000015103646,"about_ca_system_score_gemma":0.00024303999,"threshold_uncertainty_score":0.99997705},"labels":[],"label_agreement":null},{"id":"W56609574","doi":"10.1007/978-94-015-9829-3_4","title":"Deep structure from seismic tomography","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Geology; Seismology; Crust; Peninsula; Subduction; Lithosphere; Earth science; Geophysics; Tectonics; Geography; Archaeology","score_opus":0.009184701212899542,"score_gpt":0.18235209153359877,"score_spread":0.17316739032069922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56609574","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018647584,0.0019374194,0.0013929089,0.0003162189,0.00051916635,0.00012705626,0.0003899172,0.00039619068,0.99473464],"genre_scores_gemma":[0.058726985,0.0015191478,0.0071591707,0.020001316,0.0009296045,3.8148178e-7,0.0042003,0.000036732898,0.90742636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988005,0.000011549762,0.00022026023,0.000433358,0.0002936176,0.00024071036],"domain_scores_gemma":[0.99929905,0.00006038394,0.00011065079,0.00036582333,0.000035739457,0.00012835792],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000044279564,0.00032595295,0.0002930533,0.00022486412,0.00010217493,0.00006743581,0.0003494082,0.00036080452,0.114997186],"category_scores_gemma":[0.0000033900294,0.00025925416,0.00017731648,0.000042462965,0.00012051511,0.00011102714,0.000014931612,0.00042015332,0.0009312557],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022640605,0.0000029192245,0.004740531,0.000012860293,0.00011956189,0.000087701526,0.00006318756,0.00012776628,0.0000028027418,0.0014803351,0.34399036,0.64934933],"study_design_scores_gemma":[0.00007356163,0.00003680512,0.00036333437,0.00003972069,0.00003688191,0.000015406466,0.000012683945,0.00800433,0.000061665974,0.12777624,0.8632236,0.00035577783],"about_ca_topic_score_codex":0.008383551,"about_ca_topic_score_gemma":0.00041321432,"teacher_disagreement_score":0.64899355,"about_ca_system_score_codex":0.0000044467392,"about_ca_system_score_gemma":0.00002975654,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W6884309091","doi":"10.1016/s1959-5182(23)46519-1","title":"10.1016/s1959-5182(23)46519-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.005920592628519692,"score_gpt":0.15816237750309628,"score_spread":0.1522417848745766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884309091","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076740194,0.00010101647,0.0000020172438,0.0005049993,0.00000311943,0.000094427174,0.000040428968,0.0002997503,0.9981868],"genre_scores_gemma":[0.0010356996,0.0000011030695,0.0004942022,0.00072939816,0.00009275307,9.988883e-7,0.00008543944,0.000004601352,0.9975558],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918246,0.000037259168,0.0001291771,0.00021086169,0.00017545707,0.00026477218],"domain_scores_gemma":[0.9995545,0.00004334506,0.000019023471,0.00021262017,0.000020387606,0.00015008282],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016375777,0.00011215381,0.000118774784,0.00007716641,0.00011105189,0.000052033465,0.0002450461,0.00004747064,0.9990428],"category_scores_gemma":[0.00001817564,0.00009880991,0.000046617817,0.00018504444,0.000044169406,0.00014387931,0.000007608241,0.00009859528,0.9972273],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015899373,0.0000039262513,0.0000036019092,0.0000011604137,0.00000214997,0.0000026470027,0.0000069495004,0.000034630073,0.0000015549774,4.6198814e-8,0.48098832,0.5189391],"study_design_scores_gemma":[0.00007959262,0.00012510759,0.00019740798,0.00001184864,0.000005730468,0.000012510269,0.0000019980687,0.0036646465,0.00020184233,0.000027898946,0.99551874,0.00015265716],"about_ca_topic_score_codex":0.0009408574,"about_ca_topic_score_gemma":4.393248e-7,"teacher_disagreement_score":0.51878643,"about_ca_system_score_codex":0.000003880227,"about_ca_system_score_gemma":0.000017214013,"threshold_uncertainty_score":0.40293512},"labels":[],"label_agreement":null},{"id":"W6884309394","doi":"10.1016/s1283-0860(20)30331-6","title":"10.1016/s1283-0860(20)30331-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.00638507323589706,"score_gpt":0.16243534231468978,"score_spread":0.1560502690787927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884309394","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080358406,0.000093409064,0.0000020961243,0.000781709,0.0000031349446,0.00009601907,0.000036663976,0.0003094821,0.9978739],"genre_scores_gemma":[0.00062444684,9.203442e-7,0.0004736295,0.0007404799,0.0000954241,0.0000010108756,0.00007164323,0.000004650764,0.9979878],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917096,0.00003701556,0.00012997634,0.00021338946,0.0001774312,0.00027125722],"domain_scores_gemma":[0.9995477,0.000040537816,0.00001997609,0.00021858333,0.000020496693,0.00015271551],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016561567,0.00011481892,0.00012165714,0.0000797229,0.00011352179,0.00005221163,0.0002514497,0.000047908732,0.9992184],"category_scores_gemma":[0.000015273692,0.00009998402,0.000047488516,0.00018660586,0.000045982233,0.000146104,0.000008093127,0.00009990743,0.9963053],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016077376,0.0000037484347,0.0000032912023,0.0000011200431,0.00000220196,0.0000025445102,0.000006232026,0.00004692509,0.0000019443378,4.727192e-8,0.47044387,0.529472],"study_design_scores_gemma":[0.000082217055,0.00012251253,0.00016466368,0.000011154248,0.0000058498736,0.000012292556,0.0000017119621,0.0045972634,0.00019740421,0.0000313633,0.9946194,0.00015414025],"about_ca_topic_score_codex":0.00095484,"about_ca_topic_score_gemma":7.2484494e-7,"teacher_disagreement_score":0.52931786,"about_ca_system_score_codex":0.00000401213,"about_ca_system_score_gemma":0.000020817602,"threshold_uncertainty_score":0.407723},"labels":[],"label_agreement":null},{"id":"W6884309829","doi":"10.1016/s1959-5182(14)61695-0","title":"10.1016/s1959-5182(14)61695-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.005806748076030887,"score_gpt":0.15799351357271402,"score_spread":0.15218676549668314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884309829","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00069063035,0.000100607365,0.0000019256383,0.00066917296,0.0000038260696,0.000095545256,0.000038380134,0.0003034712,0.99809647],"genre_scores_gemma":[0.0007314476,0.0000011016785,0.0005020634,0.0006367722,0.0000922854,0.0000010141806,0.000064996406,0.0000046272667,0.9979657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991709,0.000037446633,0.00012988683,0.00021318425,0.00018172683,0.0002668509],"domain_scores_gemma":[0.99954283,0.000048920283,0.000019116864,0.00021476476,0.000023137014,0.00015125846],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016866035,0.00011334434,0.00012031538,0.000078293386,0.00011253526,0.000052587366,0.00024697036,0.000048978687,0.99919],"category_scores_gemma":[0.000023270417,0.000098779296,0.00004643927,0.00018895742,0.00004593033,0.00014728491,0.000007699298,0.00010245144,0.99644655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015888927,0.0000038614817,0.0000025472302,0.0000011527466,0.0000020879781,0.0000025729603,0.0000056660983,0.00004393284,0.0000012804794,5.545735e-8,0.48366463,0.51625633],"study_design_scores_gemma":[0.000083825944,0.0001255725,0.00017247125,0.0000130257085,0.0000057608145,0.000012624098,0.0000015517355,0.004081947,0.00016806864,0.00002480751,0.9951566,0.00015373602],"about_ca_topic_score_codex":0.0009430919,"about_ca_topic_score_gemma":5.400707e-7,"teacher_disagreement_score":0.5161026,"about_ca_system_score_codex":0.000003910314,"about_ca_system_score_gemma":0.000020186493,"threshold_uncertainty_score":0.40281028},"labels":[],"label_agreement":null},{"id":"W6884310456","doi":"10.1016/s1241-8234(21)45698-1","title":"10.1016/s1241-8234(21)45698-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.005773889427708546,"score_gpt":0.157088583278541,"score_spread":0.15131469385083246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884310456","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008137696,0.00009774789,0.000002215778,0.0007506478,0.0000031619522,0.00009897619,0.000032064556,0.0003095724,0.99789184],"genre_scores_gemma":[0.0007665944,0.0000011153628,0.0004981279,0.0007755821,0.000096969896,0.0000010383591,0.000054603857,0.0000047048857,0.99780124],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917006,0.000037545942,0.00013078607,0.00021376208,0.00017829146,0.0002695436],"domain_scores_gemma":[0.9995471,0.00004296528,0.000020119425,0.00021666785,0.000020693858,0.00015244875],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016704493,0.00011462144,0.0001216611,0.00007926429,0.000111694804,0.000050920866,0.00024924043,0.00004851929,0.9992162],"category_scores_gemma":[0.000017196817,0.000100034675,0.00004748172,0.00018469163,0.00004604973,0.00014667228,0.000007828279,0.00010200524,0.9965393],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016597642,0.000003848611,0.0000031769712,0.00000115747,0.0000022109466,0.0000025477343,0.0000064810934,0.000037507616,0.0000017348867,5.8314846e-8,0.47711158,0.5228131],"study_design_scores_gemma":[0.0000811157,0.0001265094,0.00021608386,0.000011925018,0.0000059209356,0.000011360902,0.0000016608286,0.0039130314,0.00021792238,0.00003052989,0.9952296,0.00015433852],"about_ca_topic_score_codex":0.0010580086,"about_ca_topic_score_gemma":4.989599e-7,"teacher_disagreement_score":0.52265877,"about_ca_system_score_codex":0.000004165557,"about_ca_system_score_gemma":0.000021238107,"threshold_uncertainty_score":0.40792957},"labels":[],"label_agreement":null},{"id":"W6884311676","doi":"10.1016/s1283-0860(12)57176-9","title":"10.1016/s1283-0860(12)57176-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006950927109674576,"score_gpt":0.16093154805227264,"score_spread":0.15398062094259807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884311676","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080284436,0.000082511026,0.00000216692,0.00065702683,0.0000032166897,0.00009754598,0.000030519364,0.00030732245,0.99801683],"genre_scores_gemma":[0.0008076607,0.0000010807066,0.000490366,0.0007350938,0.00009478454,0.0000010097054,0.00005628478,0.0000046530813,0.99780905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917126,0.00003735015,0.00013031381,0.00021221387,0.00017848631,0.00027040366],"domain_scores_gemma":[0.9995513,0.00004185321,0.000019991412,0.00021737031,0.000017492897,0.00015200651],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016617522,0.00011501776,0.00012125133,0.00007873124,0.000112721355,0.0000516745,0.0002484355,0.000047925303,0.99919105],"category_scores_gemma":[0.000017018598,0.00010008178,0.000047485944,0.00014871884,0.000045475615,0.00014663204,0.000007786067,0.000099796656,0.9960052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017193046,0.0000037608468,0.0000040468676,0.0000011355435,0.0000022501026,0.000002512179,0.000007038427,0.000038358194,0.0000016264671,4.954653e-8,0.468009,0.53191304],"study_design_scores_gemma":[0.00008265197,0.0001299207,0.0003017054,0.000011501456,0.000005948357,0.000012033843,0.000001687709,0.003728686,0.00018743123,0.000028979799,0.9953551,0.00015435345],"about_ca_topic_score_codex":0.0013171639,"about_ca_topic_score_gemma":8.728251e-7,"teacher_disagreement_score":0.53175867,"about_ca_system_score_codex":0.000004006316,"about_ca_system_score_gemma":0.000022584332,"threshold_uncertainty_score":0.40812168},"labels":[],"label_agreement":null},{"id":"W6884311905","doi":"10.1016/s1283-0860(20)30314-6","title":"10.1016/s1283-0860(20)30314-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.00637493832736121,"score_gpt":0.16226710811720835,"score_spread":0.15589216978984713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884311905","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072815723,0.00009914523,0.0000021550145,0.0007752706,0.000003221212,0.00009626129,0.00003860757,0.00030972605,0.99794745],"genre_scores_gemma":[0.00060280476,9.0992137e-7,0.00048664425,0.00073267973,0.00009611854,0.0000010075111,0.00007031422,0.000004651198,0.99800485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916786,0.000037594535,0.00013012264,0.00021443193,0.00017789575,0.0002720678],"domain_scores_gemma":[0.9995499,0.000040533592,0.000019989855,0.00021762756,0.000020518048,0.00015137879],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016619284,0.00011494531,0.000121508136,0.000079707104,0.000112254595,0.000051056784,0.00024949736,0.000047967726,0.99922466],"category_scores_gemma":[0.000015734655,0.00010006575,0.000047564346,0.00018806188,0.000045375447,0.00014583892,0.000007656114,0.000100453064,0.996397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015947424,0.0000038029914,0.0000028589598,0.0000011306292,0.0000022151385,0.0000026003486,0.000006214796,0.000047576606,0.000002083082,4.7839837e-8,0.47436237,0.52555317],"study_design_scores_gemma":[0.000082351195,0.00012403226,0.00014650807,0.000011351863,0.000005861936,0.000012332053,0.0000017224463,0.0044287406,0.00020585152,0.000031367974,0.9947956,0.0001542859],"about_ca_topic_score_codex":0.0008602071,"about_ca_topic_score_gemma":6.515472e-7,"teacher_disagreement_score":0.52539885,"about_ca_system_score_codex":0.000004020346,"about_ca_system_score_gemma":0.00002093466,"threshold_uncertainty_score":0.4080563},"labels":[],"label_agreement":null},{"id":"W6884313690","doi":"10.1016/s1283-0860(15)56108-3","title":"10.1016/s1283-0860(15)56108-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006402950671820421,"score_gpt":0.16178565122060815,"score_spread":0.15538270054878772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884313690","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00096567324,0.000110781126,0.0000022621757,0.0006734739,0.0000032465032,0.00009717232,0.00003263548,0.00031705032,0.9977977],"genre_scores_gemma":[0.00084377336,0.0000010088764,0.0004953196,0.00075785577,0.00009517724,0.0000010146537,0.00005695764,0.000004720487,0.99774414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991683,0.000037761838,0.000130847,0.00021449674,0.00017848737,0.00027011032],"domain_scores_gemma":[0.9995477,0.000041961113,0.00002013094,0.0002176414,0.000020362097,0.00015216661],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016657177,0.000115102666,0.00012180388,0.00007939485,0.000112744776,0.000051669653,0.00024952117,0.000047980655,0.9993211],"category_scores_gemma":[0.000017384724,0.00010015595,0.000048035265,0.00018834225,0.000044987442,0.00014658362,0.000007775211,0.00010065803,0.99668455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016120648,0.0000037584823,0.0000030804915,0.000001132413,0.0000022155557,0.00000252501,0.0000067840992,0.00003966108,0.0000015411293,5.1200008e-8,0.4766801,0.523243],"study_design_scores_gemma":[0.0000820935,0.00012436822,0.00022290586,0.000011523856,0.0000059975914,0.0000121034,0.0000018982367,0.004109774,0.0002032095,0.00002957296,0.9950421,0.00015445329],"about_ca_topic_score_codex":0.0011236623,"about_ca_topic_score_gemma":6.1397964e-7,"teacher_disagreement_score":0.5230886,"about_ca_system_score_codex":0.000003801757,"about_ca_system_score_gemma":0.000020404561,"threshold_uncertainty_score":0.4084241},"labels":[],"label_agreement":null},{"id":"W6884314503","doi":"10.1016/s1283-0852(11)57140-x","title":"10.1016/s1283-0852(11)57140-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006476350778702722,"score_gpt":0.1622125104491811,"score_spread":0.15573615967047838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884314503","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015630894,0.00008057288,0.0000022697454,0.00074568635,0.0000031951542,0.00009636015,0.000033151522,0.00030462086,0.99717104],"genre_scores_gemma":[0.0010766651,7.9619844e-7,0.0004688587,0.0006875414,0.000092602575,9.921449e-7,0.00005871648,0.0000046433224,0.9976092],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991713,0.00003963629,0.00013027004,0.00021162177,0.00017747692,0.0002696847],"domain_scores_gemma":[0.9995487,0.00004239968,0.000020019683,0.00021699784,0.000020430674,0.0001514775],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017613647,0.00011487062,0.00012092312,0.00007830706,0.00011223209,0.000051678457,0.00024788646,0.00004786682,0.9990177],"category_scores_gemma":[0.00001747946,0.00009990043,0.000047539903,0.00018586955,0.000045401805,0.0001451694,0.00000752459,0.000085761276,0.9955373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012828903,0.0000039288416,0.0000067324745,0.0000011720521,0.000001855575,0.000002557359,0.0000065338277,0.000039481223,0.0000014092344,9.4369874e-8,0.47422683,0.5256966],"study_design_scores_gemma":[0.00008108097,0.00010411916,0.0003181548,0.000010981821,0.0000058952423,0.0000119660335,0.0000017359943,0.0039094975,0.0001909066,0.000024582172,0.99518687,0.00015421874],"about_ca_topic_score_codex":0.0016866302,"about_ca_topic_score_gemma":0.0000011953236,"teacher_disagreement_score":0.5255424,"about_ca_system_score_codex":0.0000039466713,"about_ca_system_score_gemma":0.000020233072,"threshold_uncertainty_score":0.40738213},"labels":[],"label_agreement":null},{"id":"W6884318121","doi":"10.1016/s1283-0852(11)57171-x","title":"10.1016/s1283-0852(11)57171-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006476350778702722,"score_gpt":0.1622125104491811,"score_spread":0.15573615967047838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884318121","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014879723,0.00007804438,0.0000022802978,0.00076014927,0.0000031983088,0.000096442025,0.000032968088,0.00030051565,0.99723846],"genre_scores_gemma":[0.0010063383,8.235884e-7,0.00047058554,0.0006964237,0.00009261303,9.932603e-7,0.0000584815,0.0000046422133,0.9976691],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991716,0.000039581315,0.0001302951,0.00021154553,0.00017714204,0.00026980462],"domain_scores_gemma":[0.9995481,0.000043094093,0.000020028017,0.00021691134,0.000020384994,0.00015151946],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017241333,0.00011490334,0.00012107154,0.00007792633,0.00011224185,0.000051667153,0.00024774967,0.00004787094,0.9990314],"category_scores_gemma":[0.000017610273,0.00009992091,0.00004757116,0.00018496095,0.000045396348,0.00014527005,0.0000075284433,0.000085675805,0.995644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001276877,0.0000039252013,0.000006649852,0.0000011713596,0.0000018559081,0.0000024782805,0.0000065221598,0.000040328607,0.0000014139982,9.846832e-8,0.47426125,0.5256615],"study_design_scores_gemma":[0.00008121497,0.00010348072,0.0003019387,0.000011111402,0.0000058478768,0.0000118166,0.0000017258468,0.0038952013,0.00019202389,0.000025734167,0.99521565,0.00015424534],"about_ca_topic_score_codex":0.001861395,"about_ca_topic_score_gemma":0.0000013241751,"teacher_disagreement_score":0.5255073,"about_ca_system_score_codex":0.000003948027,"about_ca_system_score_gemma":0.000020200026,"threshold_uncertainty_score":0.40746564},"labels":[],"label_agreement":null},{"id":"W6884621736","doi":"10.1130/ges00049.s1","title":"Supplemental material: The Monashee reflection: Re-examination of a Lithoprobe crustal-scale seismic reflection in the southern Canadian Cordillera","year":2007,"lang":"en","type":"article","venue":"Figshare","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Terrain; Offset (computer science); Digital elevation model; Section (typography); Surface (topology)","score_opus":0.028746786438945907,"score_gpt":0.2535149108082034,"score_spread":0.22476812436925747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884621736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7200151,0.00018514927,0.000017068565,0.0037750828,0.00055722357,0.001549963,0.11767382,0.00021866555,0.1560079],"genre_scores_gemma":[0.9758658,0.0000026288753,0.00005550341,0.0012325728,0.000096534364,0.000008799509,0.022481421,0.000004374678,0.00025240285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906963,0.00012920899,0.00019797152,0.00015134692,0.00021819936,0.00023364513],"domain_scores_gemma":[0.99956656,0.00008380527,0.000085127096,0.00017363444,0.000046592028,0.000044313936],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054426974,0.0000954167,0.00008527276,0.00014281824,0.00020802653,0.00005814917,0.00022867572,0.000067641624,0.09980271],"category_scores_gemma":[0.0000516955,0.00005966782,0.000036679077,0.0003393243,0.000019466594,0.00012118045,0.000008709915,0.00015211475,0.0001881832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012360085,0.000039829356,0.013672933,0.00012278146,0.000020338259,0.000035994566,0.012626839,0.0001811424,0.0003761506,0.000003357372,0.80441976,0.1683773],"study_design_scores_gemma":[0.00048249218,0.00055247935,0.23361467,0.0004747438,0.000020953175,0.0000982818,0.01625234,0.012911612,0.022033038,0.00015060765,0.7130061,0.00040272056],"about_ca_topic_score_codex":0.14989853,"about_ca_topic_score_gemma":0.120049044,"teacher_disagreement_score":0.25585064,"about_ca_system_score_codex":0.000032478103,"about_ca_system_score_gemma":0.000052617786,"threshold_uncertainty_score":0.90102017},"labels":[],"label_agreement":null},{"id":"W6892845195","doi":"10.5281/zenodo.12233171","title":"statistical inference book pdf free download","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statistician; Fiducial inference; Statistical analysis; Statistical model; Ideal (ethics); Lafora disease","score_opus":0.0221591110274664,"score_gpt":0.23523416977994796,"score_spread":0.21307505875248156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892845195","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003027899,0.0012054591,0.002404803,0.0005764871,0.00024267088,0.00022574274,0.0033216379,0.0021287238,0.98989147],"genre_scores_gemma":[0.0015549508,0.0012676653,0.0015501464,0.0019067081,0.00044110097,1.8021014e-8,0.014205044,0.0023455033,0.97672886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984761,0.00017744764,0.0001786539,0.00046282465,0.00037900155,0.0003259843],"domain_scores_gemma":[0.9991423,0.000028597507,0.00007530737,0.00049391267,0.00008559321,0.0001742781],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031049195,0.00018894077,0.00017442637,0.00035084438,0.00043279442,0.00068528694,0.0010811399,0.00013059103,0.6142445],"category_scores_gemma":[0.0003737895,0.00017495731,0.000043209777,0.00025565107,0.00024683838,0.000105728664,0.0003294747,0.0004258484,0.3208414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069838684,0.000009747364,0.0000019691984,0.000083159044,0.000021883809,0.000026473366,0.00006209218,0.0000011757375,0.0000040081177,0.00040769586,0.9076353,0.091739565],"study_design_scores_gemma":[0.000110867775,0.0001169841,0.0000311598,0.00011617628,0.000018705952,0.00004003441,0.000040317067,0.0004172843,0.000017983279,0.0008499395,0.9980284,0.00021216433],"about_ca_topic_score_codex":0.0008146858,"about_ca_topic_score_gemma":0.000002207195,"teacher_disagreement_score":0.29340312,"about_ca_system_score_codex":0.000018393584,"about_ca_system_score_gemma":0.0000059814943,"threshold_uncertainty_score":0.7134552},"labels":[],"label_agreement":null},{"id":"W6902893350","doi":"10.1016/s2352-3999(19)41465-9","title":"10.1016/s2352-3999(19)41465-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006650315878398233,"score_gpt":0.16255478862496983,"score_spread":0.1559044727465716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902893350","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076540734,0.00009811397,0.0000024901922,0.00083349855,0.0000031068844,0.000096356096,0.000029646262,0.00030653,0.99786484],"genre_scores_gemma":[0.0006053556,0.0000011478567,0.0005333026,0.0010158061,0.00009666198,0.0000010664064,0.000057312573,0.0000043674095,0.99768496],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999201,0.000040919014,0.0001285517,0.00020833622,0.00016537387,0.00025582922],"domain_scores_gemma":[0.99952585,0.000044756653,0.000019851339,0.00020907017,0.000018669634,0.00018178401],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017330555,0.000110222216,0.00011774248,0.00008630989,0.000114807604,0.00004709927,0.00024273361,0.000049431543,0.999171],"category_scores_gemma":[0.000023631279,0.00009564532,0.00004348834,0.00019600647,0.000049186612,0.00014051156,0.000008123705,0.00011345585,0.9965104],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021651866,0.0000036383674,0.0000037180982,0.0000011892205,0.000002155894,0.0000026157109,0.000008082629,0.000047295576,0.0000010736678,6.107993e-8,0.49570724,0.5042013],"study_design_scores_gemma":[0.00008548528,0.00014779018,0.00017923502,0.000009202286,0.0000054214265,0.000013934438,0.0000018607051,0.0037433358,0.00010524114,0.000038639824,0.99552244,0.00014741744],"about_ca_topic_score_codex":0.0012035347,"about_ca_topic_score_gemma":6.032175e-7,"teacher_disagreement_score":0.50405383,"about_ca_system_score_codex":0.00000455049,"about_ca_system_score_gemma":0.000025614701,"threshold_uncertainty_score":0.3900303},"labels":[],"label_agreement":null},{"id":"W6902971266","doi":"10.1016/s1959-5182(17)67455-5","title":"10.1016/s1959-5182(17)67455-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.0059098567509800245,"score_gpt":0.1583205507231832,"score_spread":0.1524106939722032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902971266","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00059339846,0.000101723315,0.0000018598834,0.00061533344,0.0000026922635,0.00009460499,0.000040311654,0.00030067193,0.9982494],"genre_scores_gemma":[0.00040490067,0.0000010163488,0.000495057,0.0008721277,0.000093759314,0.0000010113964,0.00006907125,0.0000044382714,0.9980586],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991837,0.0000341158,0.00012887023,0.00021175315,0.00017568971,0.0002658504],"domain_scores_gemma":[0.99955374,0.000042839794,0.000019024055,0.00021387775,0.000020112364,0.00015038413],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015851526,0.000112975205,0.00011975965,0.000075688695,0.00011155383,0.000051718434,0.00024563394,0.000047425674,0.9993214],"category_scores_gemma":[0.000015504189,0.00009922457,0.00004674539,0.00018352116,0.000045379158,0.00014422755,0.000007655064,0.00009928722,0.9956347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001520595,0.0000037558566,0.0000024231667,9.793414e-7,0.0000020458435,0.0000024792866,0.000004811205,0.00004229162,0.0000014186934,4.615179e-8,0.50460577,0.49531874],"study_design_scores_gemma":[0.00007956915,0.00012719404,0.00016928879,0.000011799707,0.0000057609464,0.000012691689,0.0000014204285,0.0037551438,0.00016604949,0.000023219798,0.9954947,0.00015315473],"about_ca_topic_score_codex":0.0009369253,"about_ca_topic_score_gemma":5.813828e-7,"teacher_disagreement_score":0.4951656,"about_ca_system_score_codex":0.0000034347386,"about_ca_system_score_gemma":0.00001949243,"threshold_uncertainty_score":0.40462604},"labels":[],"label_agreement":null},{"id":"W6902995033","doi":"10.1016/s1283-0860(20)30325-0","title":"10.1016/s1283-0860(20)30325-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.0063699929906308045,"score_gpt":0.16230176114822373,"score_spread":0.1559317681575929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902995033","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067757076,0.00009867572,0.0000025184986,0.00077787146,0.0000031211325,0.00009774094,0.000038618007,0.0003096655,0.99799424],"genre_scores_gemma":[0.0005990106,8.933866e-7,0.0004914313,0.0007207269,0.000095146796,0.0000010244132,0.000068638175,0.0000046484033,0.9980185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991684,0.00003834208,0.00012990936,0.0002140551,0.0001777272,0.0002715708],"domain_scores_gemma":[0.9995494,0.000041875173,0.00001997394,0.00021568032,0.000020554482,0.00015251983],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016865585,0.00011483952,0.00012136292,0.000079635465,0.00011219362,0.000051048082,0.00024923176,0.000047921374,0.99924874],"category_scores_gemma":[0.000015652546,0.000099972334,0.000046878107,0.00018909629,0.000045262954,0.00014606788,0.0000076111423,0.00010025579,0.9963912],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016113107,0.0000037570032,0.0000027464923,0.0000011212501,0.0000022107972,0.0000025892048,0.0000061560995,0.000050537135,0.0000023187963,4.6650452e-8,0.47204456,0.52786785],"study_design_scores_gemma":[0.000082192906,0.00012608695,0.00013652818,0.000011275201,0.0000059213708,0.000011964083,0.00000164654,0.0045760754,0.00022374514,0.000031009666,0.9946391,0.00015446253],"about_ca_topic_score_codex":0.0008758678,"about_ca_topic_score_gemma":6.1918115e-7,"teacher_disagreement_score":0.52771336,"about_ca_system_score_codex":0.000003996224,"about_ca_system_score_gemma":0.000021483347,"threshold_uncertainty_score":0.40767536},"labels":[],"label_agreement":null},{"id":"W6902997842","doi":"10.1016/s1283-0860(15)56114-9","title":"10.1016/s1283-0860(15)56114-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006415170153928315,"score_gpt":0.16197338392267133,"score_spread":0.15555821376874301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902997842","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009361672,0.000107651846,0.000002197777,0.0006618559,0.0000032533753,0.00009666389,0.00003275457,0.00030946685,0.99785],"genre_scores_gemma":[0.0008318766,0.0000010119887,0.00049992726,0.00076744537,0.000092396585,0.000001011362,0.00005733324,0.00000464503,0.9977444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916965,0.000037573805,0.00013046761,0.00021452326,0.00017828641,0.00026951733],"domain_scores_gemma":[0.99954814,0.000041875388,0.000020086045,0.00021766932,0.000020279533,0.00015196884],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016515878,0.00011500037,0.00012160325,0.00007943264,0.000114492555,0.00005200428,0.00024922687,0.000047894682,0.9993218],"category_scores_gemma":[0.000017426953,0.00010008396,0.000048084396,0.0001874652,0.00004598888,0.00014551103,0.000007809039,0.000100486395,0.99659],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015847925,0.0000037917391,0.0000029904425,0.000001128153,0.000002211527,0.0000025060467,0.0000063332263,0.000037523874,0.0000016766425,4.6528235e-8,0.47871965,0.52120626],"study_design_scores_gemma":[0.0000817732,0.00012462355,0.00020647232,0.000011553297,0.0000060079815,0.000011990154,0.0000017986235,0.0040456774,0.00022332926,0.000029626797,0.9951029,0.00015426407],"about_ca_topic_score_codex":0.0011681507,"about_ca_topic_score_gemma":6.3372363e-7,"teacher_disagreement_score":0.521052,"about_ca_system_score_codex":0.0000038720354,"about_ca_system_score_gemma":0.000020460726,"threshold_uncertainty_score":0.40813053},"labels":[],"label_agreement":null},{"id":"W6903287995","doi":"10.1016/s1959-5182(21)41792-7","title":"10.1016/s1959-5182(21)41792-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.005796225334083816,"score_gpt":0.1575123619109584,"score_spread":0.1517161365768746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903287995","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007749662,0.00010234691,0.0000019683084,0.00091235066,0.0000031188256,0.00009550133,0.000039636332,0.00030104155,0.99776906],"genre_scores_gemma":[0.0008318922,9.751908e-7,0.0005150281,0.00074250955,0.000095997544,0.0000010120099,0.00006577174,0.000004629333,0.9977422],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991743,0.000037713176,0.0001300465,0.00021454006,0.00017688646,0.0002665408],"domain_scores_gemma":[0.99954736,0.000044380864,0.000019145406,0.0002168336,0.000020549747,0.00015171448],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016703617,0.00011324451,0.00012163989,0.00007791946,0.000110805144,0.00005198561,0.00024715858,0.000047078185,0.99915344],"category_scores_gemma":[0.000018359675,0.000099447236,0.000046884546,0.00018690285,0.000045261084,0.00014210238,0.000007696514,0.00010032495,0.99620444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016014515,0.000003885084,0.0000027815754,0.0000011413634,0.000002173709,0.000002123232,0.0000056125255,0.00003427826,0.0000015137819,6.637646e-8,0.47552451,0.5244059],"study_design_scores_gemma":[0.0000793378,0.00012363605,0.00019215402,0.000012107821,0.000005956941,0.000009769192,0.0000016850794,0.0037743556,0.00019731777,0.000029343186,0.99542075,0.00015360165],"about_ca_topic_score_codex":0.0012466308,"about_ca_topic_score_gemma":5.3995666e-7,"teacher_disagreement_score":0.5242523,"about_ca_system_score_codex":0.0000039557963,"about_ca_system_score_gemma":0.00001995036,"threshold_uncertainty_score":0.40553406},"labels":[],"label_agreement":null},{"id":"W6903345096","doi":"10.1130/ges00049.s3","title":"Supplemental material: The Monashee reflection: Re-examination of a Lithoprobe crustal-scale seismic reflection in the southern Canadian Cordillera","year":2007,"lang":"en","type":"article","venue":"Figshare","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Terrain; Interpolation (computer graphics); Digital elevation model; Surface (topology); Elevation (ballistics)","score_opus":0.028746786438945907,"score_gpt":0.2535149108082034,"score_spread":0.22476812436925747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903345096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7200151,0.00018514927,0.000017068565,0.0037750828,0.00055722357,0.001549963,0.11767382,0.00021866555,0.1560079],"genre_scores_gemma":[0.9758658,0.0000026288753,0.00005550341,0.0012325728,0.000096534364,0.000008799509,0.022481421,0.000004374678,0.00025240285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906963,0.00012920899,0.00019797152,0.00015134692,0.00021819936,0.00023364513],"domain_scores_gemma":[0.99956656,0.00008380527,0.000085127096,0.00017363444,0.000046592028,0.000044313936],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054426974,0.0000954167,0.00008527276,0.00014281824,0.00020802653,0.00005814917,0.00022867572,0.000067641624,0.09980271],"category_scores_gemma":[0.0000516955,0.00005966782,0.000036679077,0.0003393243,0.000019466594,0.00012118045,0.000008709915,0.00015211475,0.0001881832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012360085,0.000039829356,0.013672933,0.00012278146,0.000020338259,0.000035994566,0.012626839,0.0001811424,0.0003761506,0.000003357372,0.80441976,0.1683773],"study_design_scores_gemma":[0.00048249218,0.00055247935,0.23361467,0.0004747438,0.000020953175,0.0000982818,0.01625234,0.012911612,0.022033038,0.00015060765,0.7130061,0.00040272056],"about_ca_topic_score_codex":0.14989853,"about_ca_topic_score_gemma":0.120049044,"teacher_disagreement_score":0.25585064,"about_ca_system_score_codex":0.000032478103,"about_ca_system_score_gemma":0.000052617786,"threshold_uncertainty_score":0.90102017},"labels":[],"label_agreement":null},{"id":"W6907510226","doi":"10.2516/ogst:1990023/pdf","title":"Inversion Techniques Applied in Stratigraphic Interpretation","year":2006,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Inversion (geology); Reflection (computer programming); Seismic trace; Position (finance); Amplitude; Inverse problem; Reflection coefficient; Noisy data; Seismic inversion; High resolution","score_opus":0.0076047816392984455,"score_gpt":0.20301548005408596,"score_spread":0.1954106984147875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907510226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9553228,0.00029079634,0.0027308117,0.0016119767,0.00032833792,0.0003815578,0.0000107116175,0.0009369554,0.038386077],"genre_scores_gemma":[0.96863735,0.00007671268,0.030962091,0.00019088527,0.00004991112,0.000005602258,0.00003833429,0.0000049865453,0.00003411693],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988251,0.000012351147,0.00040777784,0.00032102558,0.00017744138,0.00025633303],"domain_scores_gemma":[0.9994395,0.000013887126,0.00016624469,0.00031099655,0.000040889096,0.000028524095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023339156,0.00017457585,0.00024379691,0.0011977655,0.00007189226,0.000019361707,0.0003896074,0.00026957158,0.000061812774],"category_scores_gemma":[0.000029166555,0.00016509066,0.000061901104,0.00086109416,0.00041686767,0.00029426988,0.000033892422,0.0003563831,0.000027977083],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006325291,0.00006773937,0.2797101,0.000080601145,0.000015189362,0.00001613353,0.000056475557,0.00034442483,0.012940744,0.014351173,0.0012949177,0.69105923],"study_design_scores_gemma":[0.000901279,0.00036657072,0.11624255,0.0005565409,0.000036615456,0.000019472725,0.00021971886,0.017325854,0.687284,0.08006137,0.096112914,0.0008731172],"about_ca_topic_score_codex":0.0035003324,"about_ca_topic_score_gemma":0.0005793164,"teacher_disagreement_score":0.69018614,"about_ca_system_score_codex":0.000013391962,"about_ca_system_score_gemma":0.000048041267,"threshold_uncertainty_score":0.67322016},"labels":[],"label_agreement":null},{"id":"W6921406116","doi":"10.1016/s1959-5182(19)42378-7","title":"10.1016/s1959-5182(19)42378-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006687991855740608,"score_gpt":0.1630051909045895,"score_spread":0.1563171990488489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921406116","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006650865,0.00011960486,0.0000025179438,0.0008563383,0.0000030720491,0.00009847414,0.000040491253,0.00031878735,0.9978956],"genre_scores_gemma":[0.000643698,0.0000011640898,0.0005591067,0.001009543,0.00009394162,0.0000010651278,0.000069024674,0.000004505994,0.99761796],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991742,0.00003951567,0.00012947235,0.00021541468,0.0001765691,0.00026484503],"domain_scores_gemma":[0.999509,0.000047971225,0.000018799132,0.0002152871,0.000018827393,0.00019012255],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001757154,0.00011263163,0.00011869147,0.000079699705,0.00012556724,0.000053696258,0.0002459192,0.000047771955,0.9991835],"category_scores_gemma":[0.000024889421,0.00009897322,0.000046542285,0.00018440958,0.000047433572,0.00013764798,0.000007755666,0.00009885531,0.99600524],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015627254,0.000003747287,0.0000031952502,0.0000012629408,0.0000020416046,0.0000029289658,0.0000060193747,0.000044851644,0.0000013548134,6.5385166e-8,0.4921162,0.5078027],"study_design_scores_gemma":[0.000084369196,0.00012014823,0.00015818175,0.000009945822,0.0000056148847,0.000015105206,0.0000018418236,0.0038341081,0.00014391023,0.00003455624,0.99543923,0.00015299105],"about_ca_topic_score_codex":0.001505005,"about_ca_topic_score_gemma":5.894275e-7,"teacher_disagreement_score":0.5076497,"about_ca_system_score_codex":0.0000045635043,"about_ca_system_score_gemma":0.00002439403,"threshold_uncertainty_score":0.4036011},"labels":[],"label_agreement":null},{"id":"W6921760092","doi":"10.1016/s1283-0852(11)57169-1","title":"10.1016/s1283-0852(11)57169-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006465671265705052,"score_gpt":0.162180792707731,"score_spread":0.15571512144202596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921760092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014856912,0.000077306184,0.000002302049,0.00075372163,0.0000032028456,0.000096579846,0.000033774082,0.00030460666,0.9972428],"genre_scores_gemma":[0.0010060203,8.058146e-7,0.00047550641,0.00069603656,0.000092646755,9.942651e-7,0.000059337755,0.000004630365,0.99766403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999171,0.00003962877,0.0001303662,0.00021152648,0.00017761075,0.00026983855],"domain_scores_gemma":[0.9995484,0.00004258196,0.000020032221,0.00021704628,0.000020448002,0.00015154073],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017616838,0.000114888666,0.00012107496,0.000078025994,0.00011233965,0.00005172197,0.0002478866,0.000047871614,0.99904835],"category_scores_gemma":[0.000017504137,0.00009990708,0.000047571393,0.00018432994,0.000045526187,0.00014519176,0.0000075217836,0.00008577377,0.99568933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012741901,0.0000039063243,0.000006379234,0.0000011656708,0.0000018467208,0.0000024964802,0.0000063998573,0.000039934996,0.0000014212454,9.462729e-8,0.47794572,0.5219779],"study_design_scores_gemma":[0.0000810095,0.00010384533,0.0002993306,0.000011075356,0.000005847776,0.000011716357,0.0000017142986,0.0038172689,0.00019291509,0.00002462827,0.9952964,0.00015423122],"about_ca_topic_score_codex":0.0017092653,"about_ca_topic_score_gemma":0.0000012103795,"teacher_disagreement_score":0.52182364,"about_ca_system_score_codex":0.0000039474085,"about_ca_system_score_gemma":0.0000202182,"threshold_uncertainty_score":0.40740925},"labels":[],"label_agreement":null},{"id":"W6921810824","doi":"10.1016/s1283-0860(20)30326-2","title":"10.1016/s1283-0860(20)30326-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006442358672423263,"score_gpt":0.16268377697678751,"score_spread":0.15624141830436425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921810824","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074964337,0.00009931924,0.0000022059796,0.00078773755,0.000003144894,0.00009762181,0.000038402006,0.0003097916,0.9979121],"genre_scores_gemma":[0.0005943942,9.1288996e-7,0.0004944142,0.00072249596,0.000094986804,0.0000010236779,0.000069319736,0.0000046496657,0.9980178],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916875,0.000038366343,0.0001299854,0.00021390109,0.00017761264,0.00027139546],"domain_scores_gemma":[0.9995505,0.000041861385,0.00001998832,0.00021559112,0.00002046994,0.00015154287],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001686789,0.00011481417,0.00012133628,0.00007996081,0.00011207967,0.000050968792,0.0002491178,0.000047889906,0.99922794],"category_scores_gemma":[0.000015571793,0.0000999463,0.000047263446,0.00018832959,0.000045278237,0.0001459707,0.000007620911,0.000100170684,0.99639255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016244912,0.0000037468476,0.0000027435865,0.0000011184891,0.0000022035904,0.0000025890422,0.000006107652,0.000048072838,0.000002498263,4.561767e-8,0.4726425,0.5272721],"study_design_scores_gemma":[0.00008209705,0.00012575155,0.00012842628,0.000011243287,0.00000591496,0.000011960664,0.000001640567,0.004470276,0.000253032,0.000031253883,0.994724,0.00015443994],"about_ca_topic_score_codex":0.0008739061,"about_ca_topic_score_gemma":6.417498e-7,"teacher_disagreement_score":0.52711767,"about_ca_system_score_codex":0.0000039973706,"about_ca_system_score_gemma":0.000021176245,"threshold_uncertainty_score":0.4075692},"labels":[],"label_agreement":null},{"id":"W6921820288","doi":"10.1016/s2211-0402(22)41689-8","title":"10.1016/s2211-0402(22)41689-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.005600165065320646,"score_gpt":0.1577514322227841,"score_spread":0.15215126715746344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921820288","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001053348,0.000098574965,0.0000021421288,0.000611075,0.0000031588922,0.00009641243,0.00003132057,0.00030633248,0.9977976],"genre_scores_gemma":[0.00087415695,9.4551774e-7,0.0004383092,0.0006192354,0.00009697038,0.0000010169886,0.0000551061,0.0000047113217,0.99790955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999168,0.000037518697,0.0001304697,0.00021679423,0.00017932629,0.00026792838],"domain_scores_gemma":[0.99954504,0.000042609616,0.00002004096,0.00021942721,0.000020732732,0.00015214557],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016966417,0.00011499924,0.00012108841,0.00007973519,0.000112499336,0.00005193841,0.00024938997,0.000047963014,0.9994148],"category_scores_gemma":[0.000017732555,0.00010012892,0.00004801571,0.00018585155,0.000045605368,0.00014675711,0.000007791595,0.000101422396,0.99639314],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015241688,0.0000038266567,0.0000033860156,0.0000011233288,0.000002223212,0.0000024633123,0.0000055718374,0.000038112925,0.0000014699422,6.1902035e-8,0.4838384,0.5160881],"study_design_scores_gemma":[0.00008205604,0.00012616198,0.00022207391,0.000011584549,0.000005930502,0.000012177086,0.0000015525325,0.003877398,0.00019838537,0.00003155986,0.9952766,0.00015454512],"about_ca_topic_score_codex":0.0011946214,"about_ca_topic_score_gemma":5.555454e-7,"teacher_disagreement_score":0.5159336,"about_ca_system_score_codex":0.000004050582,"about_ca_system_score_gemma":0.000020440038,"threshold_uncertainty_score":0.4083139},"labels":[],"label_agreement":null},{"id":"W6922011547","doi":"10.1016/s1283-0860(10)57184-7","title":"10.1016/s1283-0860(10)57184-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.006855591749831447,"score_gpt":0.16352731922653502,"score_spread":0.15667172747670358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6922011547","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000752171,0.000102042795,0.0000016904914,0.0006825536,0.0000030415122,0.00009648424,0.000035755293,0.0003139834,0.9980123],"genre_scores_gemma":[0.0005458577,9.662959e-7,0.00046827603,0.000607484,0.00009914559,0.0000010963556,0.00006957722,0.000004989396,0.9982026],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913347,0.00003997068,0.00013709722,0.00022261223,0.00018656506,0.0002802956],"domain_scores_gemma":[0.99952376,0.000045537938,0.000021860242,0.00022839385,0.000023915809,0.0001565181],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017626901,0.00012140351,0.00012741775,0.00008120733,0.00011870428,0.00005468964,0.00026141357,0.00005132513,0.999583],"category_scores_gemma":[0.000020743184,0.00010577762,0.000050954888,0.00019222437,0.000048471135,0.0001486086,0.000008566201,0.00009624033,0.9974679],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020174473,0.000003975186,0.0000017709003,0.0000012023191,0.0000023034745,0.0000024268795,0.0000058467067,0.00003697839,0.0000014245561,4.412078e-8,0.4976594,0.5022645],"study_design_scores_gemma":[0.00008871232,0.00014042798,0.00015797217,0.000011846009,0.0000064484025,0.0000108438835,0.0000017686028,0.0042201094,0.00019874911,0.00002635817,0.99497473,0.00016202718],"about_ca_topic_score_codex":0.0009901641,"about_ca_topic_score_gemma":4.8366456e-7,"teacher_disagreement_score":0.50210243,"about_ca_system_score_codex":0.000004359398,"about_ca_system_score_gemma":0.000022183509,"threshold_uncertainty_score":0.43134862},"labels":[],"label_agreement":null},{"id":"W6925260361","doi":"10.1594/pangaea.982637","title":"Mixed layer depth reconstructions based on dinocyst assemblage data of sediment core HU90-013-013","year":2025,"lang":"en","type":"dataset","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Dinocyst; Assemblage (archaeology); Mixed layer; Sediment core; Calibration; Core (optical fiber); Sediment","score_opus":0.12940943209838043,"score_gpt":0.3032082511196973,"score_spread":0.17379881902131686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925260361","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075075944,0.00096979144,0.0011973303,0.0005779947,0.0025767223,0.0012124127,0.9922999,0.000047323043,0.00036774398],"genre_scores_gemma":[0.002036362,0.0016615597,0.006803771,0.00037011964,0.0004491727,0.000025579398,0.9876419,0.000015937867,0.0009956236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995805,0.00018783282,0.0006156622,0.0016194417,0.0008502828,0.0009217779],"domain_scores_gemma":[0.9961422,0.00058776385,0.00028482787,0.002555369,0.00005789647,0.00037194593],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0039023643,0.00045069397,0.0005554661,0.0005791333,0.00149747,0.0009820025,0.002560505,0.0003611464,0.0002460719],"category_scores_gemma":[0.0005277505,0.00040335525,0.00011230696,0.00044049456,0.0011343664,0.0018621837,0.0016776097,0.000754444,0.000004299269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013640047,0.00010042077,0.0018712548,0.0003291739,0.00009474581,0.00000360162,0.000006196688,0.00018714652,0.000011408865,0.000043857315,0.9500129,0.0472029],"study_design_scores_gemma":[0.0006312718,0.00020043796,0.0009025743,0.00020508778,0.0001672922,0.00001135763,0.00009971753,0.05317611,0.0000525961,0.00024616643,0.9439278,0.000379588],"about_ca_topic_score_codex":0.55633575,"about_ca_topic_score_gemma":0.15371233,"teacher_disagreement_score":0.40262344,"about_ca_system_score_codex":0.000049818787,"about_ca_system_score_gemma":0.00023786329,"threshold_uncertainty_score":0.9998418},"labels":[],"label_agreement":null},{"id":"W6925503126","doi":"10.17605/osf.io/fz8e4","title":"Data from: The Alberta Wildland Fuels Inventory Program (AWFIP): data description and reference tables","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Table (database); Raw data; Reference data; Data processing; Data collection","score_opus":0.06805091259210946,"score_gpt":0.27224351346402614,"score_spread":0.20419260087191668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925503126","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3935875,0.0002446229,0.001104909,0.0042381994,0.00080592686,0.0013364233,0.0023766968,0.0004641351,0.5958416],"genre_scores_gemma":[0.8004176,0.0044499175,0.021195455,0.004963436,0.00039347977,0.00004038302,0.023730678,0.000038303584,0.14477073],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964879,0.0005661921,0.00033714608,0.0019484139,0.0003338773,0.00032644038],"domain_scores_gemma":[0.9927282,0.0005867248,0.00014876913,0.006300425,0.00007384964,0.00016203267],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025722822,0.00020766338,0.00022904154,0.000039546194,0.0003045294,0.0004065655,0.0025206315,0.00012662869,0.25548935],"category_scores_gemma":[0.0019577371,0.00016906358,0.000029681793,0.00017688432,0.00027383363,0.0011016793,0.0020148985,0.00039231326,0.09720687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046355606,0.00010640941,0.4164395,0.00003491785,0.00008501656,0.00001892899,0.00039115845,0.000028668019,0.00023619377,0.000066164655,0.37087256,0.21167412],"study_design_scores_gemma":[0.00024730875,0.0000018538348,0.053346574,0.00009625287,0.00007109681,0.000042659216,0.00031695855,0.039912425,0.0006185124,0.0034370876,0.90164804,0.00026120627],"about_ca_topic_score_codex":0.040953014,"about_ca_topic_score_gemma":0.009126566,"teacher_disagreement_score":0.5307755,"about_ca_system_score_codex":0.000012284159,"about_ca_system_score_gemma":0.0001746484,"threshold_uncertainty_score":0.96543336},"labels":[],"label_agreement":null},{"id":"W6930969388","doi":"10.5281/zenodo.4569088","title":"Code to accompany the manuscript \"Modelling the penetration of subsonic rigid projectile probes into granular materials using the cavity expansion theory\"","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Projectile; Penetration (warfare); Granular material; Ballistics; Code (set theory)","score_opus":0.05319216505592694,"score_gpt":0.250962620222804,"score_spread":0.19777045516687708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930969388","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23133115,0.009777736,0.15796027,0.010502744,0.003269724,0.014707674,0.0033089663,0.004013343,0.5651284],"genre_scores_gemma":[0.9619475,0.0008881037,0.0025660745,0.0018068539,0.00073994463,3.6658034e-7,0.0035991305,0.002059914,0.026392085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976137,0.0011051587,0.00025399154,0.00034564748,0.00042549605,0.00025597046],"domain_scores_gemma":[0.9988654,0.0000512986,0.00021008844,0.00061720656,0.00020375567,0.000052221374],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016442741,0.00017875868,0.0001892824,0.00015064835,0.0017341569,0.0006068095,0.0012158047,0.00008375013,0.018538645],"category_scores_gemma":[0.0001410592,0.00009987364,0.000057006095,0.00043261258,0.00025515244,0.00009415829,0.00025505046,0.00026005076,0.0003289539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013775409,0.000071003116,0.000020922545,0.0003169913,0.000101561316,0.0000078314615,0.0066323043,0.0033702604,0.010344146,0.0011601963,0.9165023,0.061334755],"study_design_scores_gemma":[0.00009037733,0.00007813685,0.00007304114,0.00019373366,0.00003668076,0.000038241218,0.0012176707,0.008206545,0.009018756,0.0004615334,0.98042023,0.00016507247],"about_ca_topic_score_codex":0.005277986,"about_ca_topic_score_gemma":0.00002565648,"teacher_disagreement_score":0.7306164,"about_ca_system_score_codex":0.000024457579,"about_ca_system_score_gemma":0.000015260592,"threshold_uncertainty_score":0.9995654},"labels":[],"label_agreement":null},{"id":"W6931560872","doi":"10.5281/zenodo.6463436","title":"An interactive meta-analysis of MRI biomarkers of myelin","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute; Polytechnique Montréal","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Fusible alloy; Proteogenomics","score_opus":0.04551956336215653,"score_gpt":0.26108997923525246,"score_spread":0.21557041587309592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931560872","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014905648,0.0006835429,0.0011737782,0.00024263738,0.0000764182,0.00031408513,0.005162637,0.00058517687,0.9916127],"genre_scores_gemma":[0.52689594,0.0026202817,0.013101481,0.0032315878,0.0004036894,1.7281769e-7,0.16522296,0.011100283,0.27742362],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827486,0.00055573724,0.00026216454,0.0003458346,0.00040018084,0.00016121296],"domain_scores_gemma":[0.9988632,0.000034000823,0.000356274,0.0005080794,0.00015539426,0.00008305183],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006643869,0.00013888086,0.00047310028,0.0011938016,0.00029090067,0.00008246317,0.0009846063,0.000062244166,0.63762957],"category_scores_gemma":[0.00010299449,0.00012539812,0.00029300942,0.0010583043,0.00018458995,0.00010452898,0.0001649068,0.00018681138,0.00057836104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040354735,0.000050258528,0.000018354289,0.000036242815,0.015517186,0.0000035022495,0.00033514487,0.0001593115,0.000053246826,0.000037545506,0.9574573,0.026291532],"study_design_scores_gemma":[0.00007358824,0.00020014429,0.00012103229,0.0000046215628,0.0061927084,0.0000042997717,0.00046070575,0.0029867426,0.00014342547,0.000023121602,0.98966426,0.00012536261],"about_ca_topic_score_codex":0.0022138737,"about_ca_topic_score_gemma":0.000005844976,"teacher_disagreement_score":0.71418905,"about_ca_system_score_codex":0.0000137289235,"about_ca_system_score_gemma":0.000003916031,"threshold_uncertainty_score":0.7433854},"labels":[],"label_agreement":null},{"id":"W6939111896","doi":"10.60692/k4ck1-wv551","title":"Simulated annealing ray tracing in complex three-dimensional media","year":2001,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ray tracing (physics); Simulated annealing; Tracing; Beam tracing; Distributed ray tracing; Path tracing; Convergence (economics)","score_opus":0.04547171641817121,"score_gpt":0.20887378005709825,"score_spread":0.16340206363892704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939111896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897468,0.000006949949,0.0057795304,0.00007625699,0.00027961607,0.00016152322,0.00005192613,0.00029475527,0.0036026055],"genre_scores_gemma":[0.9984861,1.3541377e-7,0.0006084295,0.00067370426,0.000044618315,7.593466e-7,0.00016884439,0.0000023122361,0.000015065209],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988716,0.00004665038,0.0004549198,0.00011488317,0.00026892257,0.00024297321],"domain_scores_gemma":[0.9995554,0.00002338504,0.00013577074,0.00014639,0.00006316868,0.00007586249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042580886,0.00012412398,0.0001698518,0.00030898556,0.000121853875,0.00008983265,0.00012756718,0.00007406025,0.00038956542],"category_scores_gemma":[0.000017988035,0.000100083416,0.000039720628,0.00029494715,0.000028077146,0.00069357274,0.000008982424,0.00010684394,0.0007483329],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005328561,6.58192e-7,0.91982746,0.00004100369,0.000006265427,0.000013167138,0.012308356,0.061451767,4.92034e-7,0.0000034652003,0.000439295,0.0058547677],"study_design_scores_gemma":[0.00040675214,0.0000133656085,0.28907758,0.00008569761,0.0000033746585,0.000035158107,0.0022001478,0.7075259,0.000040352945,0.0000032024427,0.00048545253,0.00012298877],"about_ca_topic_score_codex":0.00095480884,"about_ca_topic_score_gemma":0.000008735245,"teacher_disagreement_score":0.6460742,"about_ca_system_score_codex":0.000017332773,"about_ca_system_score_gemma":0.000018731527,"threshold_uncertainty_score":0.9618555},"labels":[],"label_agreement":null},{"id":"W6939207153","doi":"10.60692/takyy-vk297","title":"Simulated annealing ray tracing in complex three-dimensional media","year":2001,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ray tracing (physics); Simulated annealing; Tracing; Beam tracing; Distributed ray tracing; Path tracing; Convergence (economics)","score_opus":0.04547171641817121,"score_gpt":0.20887378005709825,"score_spread":0.16340206363892704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939207153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897468,0.000006949949,0.0057795304,0.00007625699,0.00027961607,0.00016152322,0.00005192613,0.00029475527,0.0036026055],"genre_scores_gemma":[0.9984861,1.3541377e-7,0.0006084295,0.00067370426,0.000044618315,7.593466e-7,0.00016884439,0.0000023122361,0.000015065209],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988716,0.00004665038,0.0004549198,0.00011488317,0.00026892257,0.00024297321],"domain_scores_gemma":[0.9995554,0.00002338504,0.00013577074,0.00014639,0.00006316868,0.00007586249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042580886,0.00012412398,0.0001698518,0.00030898556,0.000121853875,0.00008983265,0.00012756718,0.00007406025,0.00038956542],"category_scores_gemma":[0.000017988035,0.000100083416,0.000039720628,0.00029494715,0.000028077146,0.00069357274,0.000008982424,0.00010684394,0.0007483329],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005328561,6.58192e-7,0.91982746,0.00004100369,0.000006265427,0.000013167138,0.012308356,0.061451767,4.92034e-7,0.0000034652003,0.000439295,0.0058547677],"study_design_scores_gemma":[0.00040675214,0.0000133656085,0.28907758,0.00008569761,0.0000033746585,0.000035158107,0.0022001478,0.7075259,0.000040352945,0.0000032024427,0.00048545253,0.00012298877],"about_ca_topic_score_codex":0.00095480884,"about_ca_topic_score_gemma":0.000008735245,"teacher_disagreement_score":0.6460742,"about_ca_system_score_codex":0.000017332773,"about_ca_system_score_gemma":0.000018731527,"threshold_uncertainty_score":0.9618555},"labels":[],"label_agreement":null},{"id":"W6939304614","doi":"10.60692/b1sg7-4bq90","title":"Converted Wave Tomography Based on Inverse Level Set and Adjoint Formulation","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Eikonal equation; Inverse problem; Residual; Inversion (geology); Tomography; Seismic tomography; Lagrange multiplier; Reflector (photography); Seismic wave; Passive seismic","score_opus":0.052107294866464815,"score_gpt":0.20099035050888503,"score_spread":0.14888305564242021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939304614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91751647,0.000019877029,0.05748625,0.0005172753,0.0012804837,0.000712754,0.0010671252,0.0011888117,0.020210965],"genre_scores_gemma":[0.9977732,2.5188095e-7,0.0005446303,0.0014107163,0.000030435931,0.0000030721778,0.00017364828,0.000002654671,0.000061427454],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992248,0.000037106416,0.0002529746,0.00012665568,0.00021636982,0.00014213655],"domain_scores_gemma":[0.999663,0.000014163483,0.000062132174,0.00014333344,0.00004477622,0.00007258926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028345248,0.000121101395,0.00010432437,0.00044359235,0.00010350032,0.00021989504,0.000051283525,0.00006799815,0.00011641722],"category_scores_gemma":[0.000007825725,0.00009159071,0.000049349277,0.00022405449,0.000026221069,0.00042656565,0.000005842057,0.000080239166,0.00044458307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003764543,0.0000032519376,0.7708067,0.002519248,0.00012421461,0.00003639157,0.07428876,0.0029921974,0.0000038987555,0.00060436194,0.037710257,0.110534206],"study_design_scores_gemma":[0.0002616957,0.00007577059,0.05512801,0.00021393638,0.0000118183825,0.000019721927,0.0020105066,0.9381067,0.0003060438,0.0000063891216,0.0037254614,0.00013395051],"about_ca_topic_score_codex":0.00014460747,"about_ca_topic_score_gemma":7.419176e-7,"teacher_disagreement_score":0.9351145,"about_ca_system_score_codex":0.000011369335,"about_ca_system_score_gemma":0.000025214846,"threshold_uncertainty_score":0.5714364},"labels":[],"label_agreement":null},{"id":"W6949488485","doi":"10.5281/zenodo.13428585","title":"Canadian species of the Zyras group of genera and review of the types from America north of Mexico (Coleoptera, Staphylinidae, Aleocharinae)","year":2005,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Group (periodic table); Genus; Taxonomy (biology)","score_opus":0.018101799466029307,"score_gpt":0.19646504971550052,"score_spread":0.17836325024947122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949488485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9052043,0.0055983835,0.00012172008,0.0037902794,0.00011464523,0.000534417,0.0018404052,0.000061856175,0.082734026],"genre_scores_gemma":[0.9960056,0.00279414,0.00027752513,0.0005746221,0.000020873611,4.2267203e-9,0.00012903557,0.000029766989,0.00016841746],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919224,0.00015885351,0.00021477019,0.000115273295,0.0002137876,0.00010504985],"domain_scores_gemma":[0.999291,0.000022803015,0.00017784344,0.00027323855,0.0001828126,0.00005230013],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020973277,0.000058399655,0.00013267,0.00006413917,0.00022249144,0.000019021461,0.00056050374,0.000017549886,0.0068527097],"category_scores_gemma":[0.00014820311,0.000038814072,0.00004221356,0.00031706382,0.0002880153,0.00007268848,0.00011668776,0.00008454828,0.000049981572],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061925086,0.000112680296,0.10293043,0.0011866075,0.00013909578,0.000001586263,0.0031998488,0.0002054263,0.0017669247,0.000494369,0.27463815,0.615263],"study_design_scores_gemma":[0.00009042576,0.000100192294,0.27956423,0.00033336924,0.00001933772,0.0000028366665,0.00011566939,0.00057231996,0.004522533,0.000042573167,0.7145729,0.000063581196],"about_ca_topic_score_codex":0.050948545,"about_ca_topic_score_gemma":0.001157642,"teacher_disagreement_score":0.6151994,"about_ca_system_score_codex":0.000008894374,"about_ca_system_score_gemma":0.000010606893,"threshold_uncertainty_score":0.99405515},"labels":[],"label_agreement":null},{"id":"W6950070781","doi":"10.5281/zenodo.5300642","title":"FIGURES 20–22 in Cybaeus (Araneae: Cybaeidae) in the Nearctic: the devius and tardatus species groups of the Californian clade","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Holotype; Clade; Genus; Basal (medicine); Taxonomy (biology)","score_opus":0.023980917341603486,"score_gpt":0.21182131199454726,"score_spread":0.18784039465294378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950070781","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049842205,0.0032033373,0.00003832847,0.005598775,0.00017048881,0.00074604247,0.0007228876,0.0001739145,0.984362],"genre_scores_gemma":[0.7893374,0.008154235,0.00044200834,0.006640448,0.00077193894,1.8067078e-7,0.0050202697,0.002188951,0.18744457],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979672,0.0008204716,0.00022500766,0.00029191052,0.0004111957,0.00028424396],"domain_scores_gemma":[0.9991877,0.00008209467,0.00013101901,0.000490478,0.00006262974,0.00004608227],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072794803,0.00015609982,0.00018137945,0.00018413486,0.00057063793,0.0003406844,0.0012528672,0.00009761189,0.027950732],"category_scores_gemma":[0.00035212716,0.000089220644,0.00005075341,0.0006188907,0.00047780154,0.000058187212,0.0002689372,0.0005355405,0.00032015404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017998755,0.000025853838,0.0006850863,0.00009653912,0.000016992886,0.000018515166,0.0011534852,0.000022781778,0.00004926031,0.00021421238,0.9696626,0.028036647],"study_design_scores_gemma":[0.00016152055,0.000042726097,0.010800757,0.00016146479,0.000008866607,0.000063954016,0.0010116345,0.0003995526,0.00005077929,0.00014362113,0.98704445,0.000110654124],"about_ca_topic_score_codex":0.0028084468,"about_ca_topic_score_gemma":0.00016697367,"teacher_disagreement_score":0.79691744,"about_ca_system_score_codex":0.000016507438,"about_ca_system_score_gemma":0.000010007764,"threshold_uncertainty_score":0.9729379},"labels":[],"label_agreement":null},{"id":"W6950355052","doi":"10.5281/zenodo.7393952","title":"A Review of the Business Culture Differences between Canada and China","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Organizational culture; Thriving; China; New business development; Philosophy of business; Business analysis; Business transformation; Line of business; Business operations","score_opus":0.01932166277582466,"score_gpt":0.19659580601394205,"score_spread":0.17727414323811738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950355052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6814942,0.03305871,0.00052012765,0.03480043,0.00081619574,0.0021476583,0.0062160646,0.0010838894,0.23986273],"genre_scores_gemma":[0.995967,0.0016199689,0.00003848432,0.0014207996,0.000027705686,6.7679333e-9,0.00050040195,0.000046240002,0.0003794168],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991816,0.00022909301,0.00010509604,0.00012646418,0.0002516563,0.00010604109],"domain_scores_gemma":[0.9996312,0.0000108638515,0.000069035144,0.00015109722,0.00009550325,0.000042294916],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002999482,0.00005152017,0.00008491714,0.000028865157,0.0013932737,0.0000555656,0.0005429886,0.000008685897,0.009373101],"category_scores_gemma":[0.00015614904,0.000036236615,0.00001466745,0.0003882929,0.000084217114,0.000056153436,0.00026848348,0.00014337692,0.000020480555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055419314,0.000007762159,0.0024756815,0.0004075915,0.000011443317,0.0000014537927,0.00030989535,0.000006693222,0.000019480232,0.00005084277,0.808474,0.18822962],"study_design_scores_gemma":[0.000048151534,0.00003784599,0.08746657,0.00012314826,0.0000071418067,0.000026092544,0.00010995972,0.00010697698,0.000030995925,0.00007011832,0.911922,0.0000509938],"about_ca_topic_score_codex":0.08130053,"about_ca_topic_score_gemma":0.0001464459,"teacher_disagreement_score":0.31447276,"about_ca_system_score_codex":0.0000127173935,"about_ca_system_score_gemma":0.00000971856,"threshold_uncertainty_score":0.9999068},"labels":[],"label_agreement":null},{"id":"W6950358572","doi":"10.5281/zenodo.7429157","title":"+sTREAMs!LIVE@!!* WSF Women's World Team Championships 2022 Live Free 12/13/2022","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attendance; Quality (philosophy); World War II; Value (mathematics); Channel (broadcasting)","score_opus":0.022463337189618817,"score_gpt":0.20707077184362846,"score_spread":0.18460743465400964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950358572","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003660212,0.0007050284,0.000089568624,0.00076989667,0.00044937234,0.0006114358,0.0030386401,0.0028060223,0.991164],"genre_scores_gemma":[0.0066507272,0.001417429,0.00049853424,0.0023497865,0.00077964016,3.143671e-7,0.01746834,0.0039560543,0.9668792],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965456,0.00074880436,0.0003142855,0.00081326556,0.0008544716,0.0007235352],"domain_scores_gemma":[0.99816763,0.00006502567,0.00027789493,0.0010387964,0.000111342866,0.00033932677],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010142297,0.00035854566,0.00034031176,0.0010143173,0.0023169934,0.0005595147,0.002459713,0.00013720019,0.81671274],"category_scores_gemma":[0.00046989488,0.00037334143,0.00011056277,0.000818266,0.0002576655,0.00018112501,0.001093544,0.0010400282,0.03082553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003557378,0.0000527724,0.00009117234,0.00005324569,0.000054261833,0.000028715862,0.0008566511,0.000008374594,0.0000075188823,0.00009722384,0.9015157,0.09719875],"study_design_scores_gemma":[0.0003415165,0.00030076338,0.00018067926,0.000054081036,0.00001750415,0.00006020067,0.001947418,0.0004687522,0.000010835462,0.00032742874,0.9958662,0.0004246421],"about_ca_topic_score_codex":0.0019844668,"about_ca_topic_score_gemma":0.000046771038,"teacher_disagreement_score":0.7858872,"about_ca_system_score_codex":0.00014998468,"about_ca_system_score_gemma":0.000017446879,"threshold_uncertainty_score":0.99987185},"labels":[],"label_agreement":null},{"id":"W6950396157","doi":"10.5683/sp3/uwza2e","title":"ByWard Market building","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Permission; Sustainability; Market research; Market analysis; Key (lock)","score_opus":0.01772269882405431,"score_gpt":0.24308605815282583,"score_spread":0.22536335932877152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950396157","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000028014238,0.00014816388,0.000011136039,0.0004172016,0.000493459,0.000097148215,0.9931494,0.00034020437,0.0053405035],"genre_scores_gemma":[0.000002231486,0.0009416879,0.0003723426,0.0020143655,0.00030883463,0.0000018031295,0.99550784,0.0000067481706,0.00084413704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987647,0.00006821784,0.00019843562,0.0003269505,0.00032182774,0.00031988556],"domain_scores_gemma":[0.9991433,0.00014546797,0.00010274753,0.00047133316,0.0000266917,0.00011046456],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039189824,0.000206964,0.00023439187,0.00022496675,0.00012126814,0.0000892849,0.00052973744,0.00019971356,0.0017396824],"category_scores_gemma":[0.00012313062,0.00017746547,0.00009765946,0.00018698718,0.000070715316,0.000083770814,0.000031038162,0.0002899051,0.0010874158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062152103,0.0000024940002,0.00009465517,0.000033983182,0.000014280131,0.00004947918,0.0000028257143,0.000002539821,7.143723e-8,7.922363e-7,0.98903364,0.010759034],"study_design_scores_gemma":[0.0000493013,0.000030014762,0.0013504506,0.00006941823,0.00002724481,0.0000110021965,0.000013013927,0.00056194235,0.000010507538,0.00034825888,0.9972973,0.0002315839],"about_ca_topic_score_codex":0.59978855,"about_ca_topic_score_gemma":0.0076205516,"teacher_disagreement_score":0.592168,"about_ca_system_score_codex":0.0000065690456,"about_ca_system_score_gemma":0.000055161574,"threshold_uncertainty_score":0.99969035},"labels":[],"label_agreement":null},{"id":"W6950534007","doi":"10.5446/32720","title":"The City as Cyborg: A History of Civic Technology in The First Quarter of The 21st Century","year":2016,"lang":"en","type":"other","venue":"TIB KMO / FLOWWORKS GmbH","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History of technology; Government (linguistics); Period (music)","score_opus":0.006207523499315121,"score_gpt":0.18982094531180657,"score_spread":0.18361342181249146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950534007","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011525598,0.017482508,0.000017675082,0.0084953075,0.0018474807,0.0005780623,0.00007425309,0.00015649681,0.97019565],"genre_scores_gemma":[0.61319727,0.009041059,0.00015317838,0.005077821,0.0005232137,0.00002231145,0.000040077866,0.00010634659,0.37183872],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866045,0.00014518294,0.0003036426,0.0002510604,0.0003349958,0.0003046726],"domain_scores_gemma":[0.99850935,0.00024015529,0.00033451122,0.0008625036,0.000028142946,0.000025334433],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005004464,0.00021733556,0.0002889808,0.0002171146,0.00009241362,0.000011517035,0.0013709695,0.00035402822,0.00490058],"category_scores_gemma":[0.000059681824,0.000094135365,0.00013755127,0.00026975843,0.00087992405,0.00003657215,0.000046109693,0.0004888282,0.00016299658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017802999,0.00002140713,0.010887396,0.000032022257,0.000025873778,0.000002698651,0.00041196268,8.2054476e-7,0.0000034814475,0.00042480783,0.9464288,0.041742936],"study_design_scores_gemma":[0.0001425727,0.000048681453,0.0020509185,0.00034911695,0.000018042394,0.0000089935065,0.0004728615,0.00006544651,0.000040948522,0.0010220165,0.99564666,0.00013374735],"about_ca_topic_score_codex":0.005834777,"about_ca_topic_score_gemma":0.002034861,"teacher_disagreement_score":0.6120447,"about_ca_system_score_codex":0.00003104926,"about_ca_system_score_gemma":0.00013645385,"threshold_uncertainty_score":0.99600905},"labels":[],"label_agreement":null},{"id":"W6950552678","doi":"10.5683/sp3/ih0exz","title":"UNI-CEN Boundaries (CBF-Original Shorelines) - Census Division (CD) - 1901 - Esri Shapefile format (NAD83 CSRS / EPSG:3348)","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Shapefile; North American Datum of 1927; File format; Documentation; Census; Boundary (topology); Geocoding; Data file","score_opus":0.022868645721050063,"score_gpt":0.2544706127196154,"score_spread":0.23160196699856533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950552678","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000095531825,0.0006504591,0.000035112065,0.00094447023,0.0016280985,0.00034884157,0.99291605,0.000667007,0.002714435],"genre_scores_gemma":[0.00013384744,0.002064975,0.00048059694,0.0021878406,0.00060631835,0.0000091731235,0.99406075,0.000029361156,0.00042711792],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963526,0.00015128283,0.0007095165,0.0007990712,0.0010175316,0.00096998806],"domain_scores_gemma":[0.99782515,0.0002604888,0.00035476693,0.0010471186,0.00014586668,0.00036663254],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006965092,0.00068412477,0.00070110185,0.00053273153,0.00094666035,0.0007980625,0.0012784974,0.0005341973,0.0014664719],"category_scores_gemma":[0.00022095793,0.0005681531,0.00026627243,0.0005274005,0.00059010333,0.00049166573,0.00014930616,0.00081839826,0.0017253074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053052325,0.000022260316,0.00032473434,0.00012566028,0.00004302703,0.00012150315,0.000044187465,0.000024155877,2.3260074e-7,0.000016288786,0.9777462,0.021478731],"study_design_scores_gemma":[0.00027375668,0.00019228586,0.0019501334,0.00021407245,0.00009744458,0.000043095915,0.00012718307,0.002998865,0.000014557034,0.0007527802,0.99261415,0.00072168536],"about_ca_topic_score_codex":0.5709221,"about_ca_topic_score_gemma":0.029140413,"teacher_disagreement_score":0.54178166,"about_ca_system_score_codex":0.000043218566,"about_ca_system_score_gemma":0.00037440652,"threshold_uncertainty_score":0.999677},"labels":[],"label_agreement":null},{"id":"W6950615874","doi":"10.5683/sp3/ljbi64","title":"Enquête de surveillance de l'usage du tabac au Canada, 2011 : Annuel, Fichier des personnes","year":2023,"lang":"fr","type":"dataset","venue":"Borealis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Public health; Smoking prevention; Life style","score_opus":0.014089327265385365,"score_gpt":0.21101030059649087,"score_spread":0.1969209733311055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950615874","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003862865,0.0019871385,0.00007978161,0.0032197938,0.000896787,0.00021135963,0.9875297,0.00017596556,0.0020366102],"genre_scores_gemma":[0.0012154006,0.006491677,0.00084712706,0.0051275874,0.0013670292,0.000012440053,0.98159474,0.000033897966,0.0033101086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666846,0.0005227708,0.0003915738,0.00062330894,0.0004954165,0.0012984583],"domain_scores_gemma":[0.9978351,0.0006754077,0.00022920326,0.00064132124,0.00011100852,0.00050796283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001462527,0.00050983636,0.0005105502,0.00018330407,0.0007325712,0.00016276352,0.00092487945,0.00035218097,0.0014948294],"category_scores_gemma":[0.00053283345,0.0004957672,0.0001495099,0.00025230658,0.0005402903,0.00029766833,0.00007413857,0.00054359087,0.0006370156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027986687,0.000016998698,0.058997992,0.00020518663,0.00005665442,0.00040465317,0.00043591336,0.00007529339,0.0000018225411,0.0000057300836,0.9265997,0.013172082],"study_design_scores_gemma":[0.00013229583,0.000085777116,0.12759098,0.00016728554,0.00004694992,0.00011830968,0.0004160644,0.0034979812,0.000045591165,0.00009992804,0.86726886,0.0005299556],"about_ca_topic_score_codex":0.99977887,"about_ca_topic_score_gemma":0.99759996,"teacher_disagreement_score":0.06859299,"about_ca_system_score_codex":0.0002799482,"about_ca_system_score_gemma":0.0026264018,"threshold_uncertainty_score":0.9997494},"labels":[],"label_agreement":null},{"id":"W6950626692","doi":"10.5281/zenodo.5898621","title":"Transposable element pangenome","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transposable element; Genome; DNA Transposable Elements; Element (criminal law); Gene","score_opus":0.024418489036662185,"score_gpt":0.2082955079145772,"score_spread":0.18387701887791502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950626692","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032048483,0.0005802107,0.00031991082,0.00042948447,0.00015473938,0.00033281778,0.0015185679,0.0018040241,0.9948282],"genre_scores_gemma":[0.00969581,0.001882002,0.0015432888,0.0028198229,0.0006597968,5.340083e-8,0.050424222,0.0065081483,0.9264669],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985523,0.00022172977,0.00015279041,0.00037479892,0.00037828405,0.00032007552],"domain_scores_gemma":[0.99936366,0.000009063838,0.00009597556,0.00036251108,0.000048481405,0.00012027813],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040581255,0.00015373644,0.00014988454,0.00032795378,0.0011774078,0.00026808574,0.0009557102,0.00006662427,0.78391445],"category_scores_gemma":[0.000037113405,0.00015700096,0.000056340603,0.00030821754,0.00009726531,0.00007028936,0.000153481,0.00027983735,0.016494317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008986717,0.000016511047,0.000010757174,0.00003398236,0.000022605025,0.000009521585,0.00011818377,0.000010916879,0.00000778211,0.0000764008,0.8696024,0.130082],"study_design_scores_gemma":[0.00015605398,0.0001533549,0.000053903834,0.00001866004,0.000013363294,0.000028623288,0.00015865402,0.00026367922,0.000019688825,0.00006705237,0.99887705,0.00018989999],"about_ca_topic_score_codex":0.00074462447,"about_ca_topic_score_gemma":0.0000023476114,"teacher_disagreement_score":0.7674201,"about_ca_system_score_codex":0.000033041175,"about_ca_system_score_gemma":0.0000034810264,"threshold_uncertainty_score":0.98427147},"labels":[],"label_agreement":null},{"id":"W6950659654","doi":"10.5683/sp2/qtsuzp","title":"Data from: Genomic analysis of a migratory divide reveals candidate genes for migration and implicates selective sweeps in generating islands of differentiation","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reproductive isolation; Gene flow; Genome; Hybrid zone; Candidate gene; Population; Subspecies; Genetic diversity; Selection (genetic algorithm); Gene","score_opus":0.025557738382579076,"score_gpt":0.2609220719112738,"score_spread":0.23536433352869474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950659654","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10059021,0.0018332078,0.0002693658,0.0000357189,0.00002417258,0.00016573674,0.89707065,0.00000764577,0.0000032924886],"genre_scores_gemma":[0.029387247,0.001978979,0.00089143554,0.00011145014,0.00006172058,0.000006056301,0.96755666,0.000003430807,0.0000030305207],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998729,0.00012096159,0.0004508028,0.0004202495,0.00014120324,0.0001377711],"domain_scores_gemma":[0.9986682,0.0002582182,0.00043460837,0.00051774463,0.00008567983,0.000035537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003154775,0.00015858228,0.0005219256,0.00039822003,0.000052216164,0.000035630947,0.00028940823,0.00012968104,0.00003900854],"category_scores_gemma":[0.00010651059,0.00014127448,0.000070575465,0.000323429,0.000045659508,0.00012071154,0.000045939225,0.000085593085,1.6668774e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000198447,0.000011735807,0.11626604,0.00006697359,0.00030224284,6.2992e-7,0.00008376038,0.000045907425,0.00085649244,1.3273299e-7,0.87917906,0.0031672039],"study_design_scores_gemma":[0.0004947843,0.00015563799,0.650092,0.00020247608,0.003018685,0.0000013600511,0.0002108033,0.17723247,0.0063046496,0.00021956621,0.16154176,0.0005258074],"about_ca_topic_score_codex":0.5285116,"about_ca_topic_score_gemma":0.39755625,"teacher_disagreement_score":0.71763724,"about_ca_system_score_codex":0.000008956702,"about_ca_system_score_gemma":0.00007259244,"threshold_uncertainty_score":0.61343676},"labels":[],"label_agreement":null},{"id":"W6950697853","doi":"10.5281/zenodo.6370360","title":"Digitizing Cultural Heritage - A Reconnaissance Investigation on the Data Infrastructure","year":2022,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Prairie Improvement Network","funders":"","keywords":"Cultural heritage; Industrial heritage; Cultural heritage management; Data collection; Work (physics); World heritage","score_opus":0.1416176315686451,"score_gpt":0.2701556200188528,"score_spread":0.1285379884502077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950697853","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068335477,0.0006843323,0.00013400773,0.004427224,0.0009674433,0.0008613144,0.006579017,0.001716177,0.9777969],"genre_scores_gemma":[0.74188936,0.004426381,0.0007820685,0.008853797,0.001976788,1.4302681e-7,0.2258969,0.001818062,0.01435648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973731,0.0005193511,0.00028380167,0.0006089009,0.0009006608,0.0003141877],"domain_scores_gemma":[0.99819064,0.00007853131,0.00025803476,0.0010121252,0.00034195627,0.00011869918],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016898273,0.00020936642,0.00018072526,0.00016185037,0.0033612263,0.0011780417,0.0025586877,0.00010298349,0.07045008],"category_scores_gemma":[0.0018035873,0.00015936888,0.000051185016,0.0004398355,0.00028961667,0.0004576685,0.0008280437,0.0010210704,0.0017964183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011024923,0.0000046145715,0.000023349938,0.000034026278,0.000019265533,0.000009671906,0.0002824241,0.00004310571,0.000012032189,0.00006322955,0.8377603,0.16173695],"study_design_scores_gemma":[0.000068031695,0.00011242045,0.0006022679,0.00007807799,0.000013496084,0.00018756007,0.0006428365,0.0016544954,0.00004172611,0.0003522256,0.9960463,0.00020057296],"about_ca_topic_score_codex":0.00062677654,"about_ca_topic_score_gemma":0.0000016226314,"teacher_disagreement_score":0.9634405,"about_ca_system_score_codex":0.00009797506,"about_ca_system_score_gemma":0.00003039214,"threshold_uncertainty_score":0.99985886},"labels":[],"label_agreement":null},{"id":"W6950802283","doi":"10.5683/sp3/bdwvel","title":"NWTC Store and Warehouse -- Herschel Island -- Laser Scanning -- 2018/19","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Laser scanning; Laser; Warehouse; Data set; Set (abstract data type)","score_opus":0.0172351480945435,"score_gpt":0.23185973650058053,"score_spread":0.21462458840603704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950802283","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015493925,0.0025768408,0.000016944326,0.0005448166,0.00027190713,0.000114037466,0.99499226,0.0001172405,0.0012110409],"genre_scores_gemma":[0.00013568484,0.0014825386,0.00039231716,0.0042356118,0.0002937277,0.000002073891,0.99306405,0.000009455444,0.00038452528],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849445,0.00010651553,0.0002301757,0.00048908824,0.00032944587,0.00035035147],"domain_scores_gemma":[0.99894136,0.00010521274,0.00013404108,0.00053986796,0.00004678258,0.00023273846],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027940885,0.00030013747,0.0003480328,0.0001654997,0.00022057033,0.00018361026,0.00031987458,0.00027591598,0.0012850084],"category_scores_gemma":[0.000112919915,0.00025738217,0.000079508485,0.00013700758,0.000156792,0.0001684649,0.00005072516,0.00041358676,0.000048575243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011727729,0.000007679902,0.0013112891,0.00008074779,0.000024337629,0.00012419526,0.000050944505,0.000008591688,2.4982552e-7,3.272799e-7,0.9932789,0.0051010097],"study_design_scores_gemma":[0.00016847189,0.000052743646,0.0012103698,0.000107390464,0.000060056052,0.00005878124,0.00016661962,0.00028930855,0.00003607688,0.00006291389,0.9974473,0.000339975],"about_ca_topic_score_codex":0.34863582,"about_ca_topic_score_gemma":0.02428627,"teacher_disagreement_score":0.32434955,"about_ca_system_score_codex":0.000010958046,"about_ca_system_score_gemma":0.00014153127,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W6950924299","doi":"10.5683/sp3/1cicms","title":"Dickison Lake Ontario. 1:50,000. Map Sheet 042E03, ed. 1, 1970","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Georeference; General partnership; Natural (archaeology); Raster graphics; Topographic map (neuroanatomy); Aerial photography; Viewshed analysis; Geographic information system; Orthophoto","score_opus":0.01354232754599693,"score_gpt":0.22076645943260673,"score_spread":0.2072241318866098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950924299","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019997879,0.0011231451,0.000012454529,0.0006746749,0.0009717344,0.00017586439,0.9901903,0.00017408808,0.006657714],"genre_scores_gemma":[0.000010713831,0.0011145197,0.00050337135,0.005576973,0.00048294174,0.0000045401216,0.99001896,0.0000102877975,0.0022776711],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765444,0.00013217592,0.00040208988,0.00066793757,0.0005850892,0.0005582574],"domain_scores_gemma":[0.99836737,0.00010901104,0.00020465453,0.0009925808,0.000076194476,0.00025020717],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003500222,0.00043713616,0.000522934,0.00020335423,0.00022333302,0.0002302577,0.00077827973,0.00042178825,0.027145747],"category_scores_gemma":[0.000062594656,0.00038501155,0.00020835538,0.00014426342,0.0001453754,0.00019125479,0.00006678255,0.0007395729,0.000473371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001538514,0.000023825025,0.0017402438,0.00006276061,0.000037328096,0.0001497276,0.00003827864,0.000005867388,1.5481518e-7,9.785327e-7,0.9912739,0.0066515706],"study_design_scores_gemma":[0.00014359747,0.00008417534,0.002871199,0.0001611897,0.00008274174,0.000036753852,0.000039358172,0.000056826633,0.000025849355,0.00010025927,0.9958933,0.0005047248],"about_ca_topic_score_codex":0.94206184,"about_ca_topic_score_gemma":0.9064881,"teacher_disagreement_score":0.035573743,"about_ca_system_score_codex":0.000028954539,"about_ca_system_score_gemma":0.00034651972,"threshold_uncertainty_score":0.99986017},"labels":[],"label_agreement":null},{"id":"W6950939681","doi":"10.5683/sp2/fr6h9s","title":"Morphologic and metabolic data of Philaenus spumarius froghoppers","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Xylem; Peduncle (anatomy); Sarcomere; Turgor pressure; Termitidae","score_opus":0.04119980426946784,"score_gpt":0.2578593852794218,"score_spread":0.21665958100995397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950939681","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000064152926,0.0086188335,0.0000044628623,0.00027649465,0.00015776916,0.0000848073,0.9897728,0.000036553774,0.0009841118],"genre_scores_gemma":[0.000068021036,0.009534765,0.0006736042,0.0015282434,0.000102836595,5.8841385e-7,0.98804945,0.0000034034567,0.00003910581],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871165,0.00010069491,0.0002535219,0.00046875922,0.0002551635,0.00021021542],"domain_scores_gemma":[0.9983571,0.000096592325,0.00017794389,0.0012333299,0.000041097443,0.000093909315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033813264,0.00020022574,0.00042341623,0.00013844938,0.00006403515,0.000048336213,0.00079558406,0.00018805722,0.0011490326],"category_scores_gemma":[0.00016521515,0.00016336252,0.00004930138,0.00013599997,0.00021865542,0.00013183367,0.0001441507,0.00024204922,0.00001302072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006361945,0.000009259678,0.00048241366,0.000039911898,0.00003492597,0.00006052307,0.0000058920655,0.0000010533105,7.262164e-7,0.0000014228679,0.97165596,0.027701544],"study_design_scores_gemma":[0.000096023134,0.000031279356,0.002258462,0.00004041771,0.00011665579,0.00006005842,0.000033930042,0.00039973322,0.000051510935,0.00010533613,0.9966253,0.000181308],"about_ca_topic_score_codex":0.3580963,"about_ca_topic_score_gemma":0.0041204994,"teacher_disagreement_score":0.3539758,"about_ca_system_score_codex":0.0000015407326,"about_ca_system_score_gemma":0.00008589266,"threshold_uncertainty_score":0.999764},"labels":[],"label_agreement":null},{"id":"W6955158472","doi":"10.58079/qrl2","title":"Evènement : La semaine du son 2010","year":2009,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ectotherm; Population; Selection (genetic algorithm); Context (archaeology)","score_opus":0.014398663532141654,"score_gpt":0.21844573672088305,"score_spread":0.2040470731887414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955158472","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00828694,0.006188375,0.006502117,0.7316547,0.010631814,0.0010385957,0.0011264246,0.0005440631,0.23402698],"genre_scores_gemma":[0.6402078,0.0061140633,0.007785303,0.27472854,0.0033405595,0.000035193487,0.0045548053,0.000030835625,0.06320286],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965904,0.00045957323,0.000660301,0.00072617485,0.00079458376,0.00076901965],"domain_scores_gemma":[0.9982417,0.00024787014,0.00030671363,0.00050652534,0.0002445128,0.00045266014],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013594584,0.00047581847,0.0004413891,0.00027067217,0.00078046654,0.00051306357,0.0005804359,0.0003500693,0.053136244],"category_scores_gemma":[0.00013250131,0.00048253682,0.00021692427,0.00048678348,0.00037025107,0.010450947,0.00005046305,0.0005474365,0.007062321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007153501,0.00026163104,0.0005026048,0.000041256313,0.000031456337,0.00013242796,0.000107883934,0.00018960432,0.00009402926,0.022631817,0.7921282,0.18380757],"study_design_scores_gemma":[0.00090237614,0.00076465803,0.04682971,0.00037927332,0.00009246208,0.00024073094,0.00020763082,0.006115618,0.0028923466,0.007704519,0.93323076,0.00063989626],"about_ca_topic_score_codex":0.0017998408,"about_ca_topic_score_gemma":0.00034733943,"teacher_disagreement_score":0.63192093,"about_ca_system_score_codex":0.000080005644,"about_ca_system_score_gemma":0.00019771788,"threshold_uncertainty_score":0.99976265},"labels":[],"label_agreement":null},{"id":"W6955186514","doi":"10.58079/qv8g","title":"DNA damage in Mitosis: bringing together 2 (un)-related fields","year":2023,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"DNA damage; DNA; Mutation; Context (archaeology); Transfection","score_opus":0.017496593078253662,"score_gpt":0.22379645095572873,"score_spread":0.20629985787747507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955186514","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3989359,0.0051841554,0.0009419662,0.40376446,0.016321925,0.0014493754,0.001078494,0.0014826396,0.17084108],"genre_scores_gemma":[0.9035403,0.002140696,0.0010599446,0.046454743,0.0006791231,0.00005388884,0.0027442437,0.000039377017,0.043287657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966246,0.00041620398,0.0007361102,0.0007408727,0.00058945,0.000892785],"domain_scores_gemma":[0.99858344,0.00033347445,0.0002301327,0.0004674836,0.00010945104,0.00027601243],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013421177,0.0004004869,0.00042774613,0.0006706051,0.00056407694,0.0003383185,0.0005902907,0.00045286497,0.04459452],"category_scores_gemma":[0.00016738397,0.0004448463,0.00018762215,0.0017440075,0.00027695217,0.008527249,0.00011199059,0.00069531065,0.011963496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009704057,0.00024836513,0.011912832,0.0002432552,0.00013571596,0.00084626174,0.0012245158,0.0031035894,0.00030211807,0.011324948,0.7869066,0.18365476],"study_design_scores_gemma":[0.0020816326,0.00041171568,0.19242896,0.0017638382,0.00011889957,0.00013787589,0.0019040552,0.08958965,0.010231355,0.01639689,0.68347275,0.0014623937],"about_ca_topic_score_codex":0.0042137126,"about_ca_topic_score_gemma":0.0016527929,"teacher_disagreement_score":0.5046044,"about_ca_system_score_codex":0.00006155995,"about_ca_system_score_gemma":0.00012048666,"threshold_uncertainty_score":0.9998003},"labels":[],"label_agreement":null},{"id":"W6955216871","doi":"10.58079/w2yv","title":"Text+ auf der OPERAS-Konferenz 2024","year":2024,"lang":"de","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Nova scotia","score_opus":0.017876429931908407,"score_gpt":0.2394663824461601,"score_spread":0.22158995251425168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955216871","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054411897,0.11375934,0.011875743,0.35310686,0.08918767,0.0032694505,0.009023253,0.0032759823,0.4110605],"genre_scores_gemma":[0.7550194,0.009353123,0.0030741752,0.13004021,0.007733027,0.00013341168,0.0114937425,0.00011428639,0.08303857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951202,0.0003893181,0.0009363294,0.0014034467,0.0011348766,0.0010158304],"domain_scores_gemma":[0.99778783,0.00041465226,0.00017792374,0.00074147905,0.000283632,0.0005944687],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0011211511,0.0007470479,0.00061762036,0.0006508542,0.0009500713,0.0024162955,0.00092474814,0.00047617083,0.14756407],"category_scores_gemma":[0.00013883752,0.00068744645,0.00037866324,0.0010943665,0.00046235355,0.014761447,0.00015064335,0.0010541049,0.07755572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006744065,0.00010878661,0.00032488687,0.0002680142,0.0002960782,0.00033280562,0.00015723711,0.00013025635,0.000072115865,0.0150407525,0.8918861,0.0913155],"study_design_scores_gemma":[0.000446015,0.00038202177,0.003211194,0.0011069349,0.00041552674,0.000117222546,0.0002645275,0.027366728,0.00252606,0.003518542,0.95966506,0.0009801614],"about_ca_topic_score_codex":0.0018085223,"about_ca_topic_score_gemma":0.0003402501,"teacher_disagreement_score":0.74957824,"about_ca_system_score_codex":0.00010742114,"about_ca_system_score_gemma":0.0005895147,"threshold_uncertainty_score":0.9995577},"labels":[],"label_agreement":null},{"id":"W6955295042","doi":"10.58066/an90-9760","title":"Prison news service - No. 20","year":2023,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prison; Imprisonment; Politics; Silence; German; Mythology; Service (business)","score_opus":0.029741904259610964,"score_gpt":0.2542273185954697,"score_spread":0.22448541433585875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955295042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93938303,0.00024432674,0.000044945875,0.0011257511,0.00042681635,0.00014736045,0.000007602161,0.0003362071,0.05828397],"genre_scores_gemma":[0.9612225,0.00052902027,0.00066497177,0.00007473351,0.00026621312,1.3431357e-7,0.000079165875,0.0000071371783,0.03715611],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839526,0.00032088527,0.00009794983,0.00030426643,0.0005138497,0.00036781235],"domain_scores_gemma":[0.99890447,0.00032023515,0.000065003216,0.00018992665,0.0003288256,0.00019154024],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080098014,0.0000921618,0.00015693848,0.00027909473,0.00096558465,0.00006471613,0.00031190214,0.00010223705,0.00050971773],"category_scores_gemma":[0.00010742055,0.00010078709,0.000041177795,0.0007724335,0.00019959047,0.00027925865,0.00007830745,0.00059527037,0.0008017253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044752096,0.00005425489,0.69809,0.00032541246,0.00008503783,0.00027698022,0.006524547,0.00054322596,0.005803541,0.00003968262,0.2317448,0.05606496],"study_design_scores_gemma":[0.00040089182,0.00061460666,0.08772571,0.00009467712,0.000009789784,0.0000136501,0.008841812,0.040066157,0.0004195225,0.00022109415,0.8613881,0.00020399483],"about_ca_topic_score_codex":0.020340953,"about_ca_topic_score_gemma":0.00021234351,"teacher_disagreement_score":0.6296433,"about_ca_system_score_codex":0.000012571355,"about_ca_system_score_gemma":0.00008530268,"threshold_uncertainty_score":0.9999763},"labels":[],"label_agreement":null},{"id":"W6955310927","doi":"10.58052/ieltw001o","title":"QRND9162491 Core Quarter Round Igneous>Rock Basalt","year":2017,"lang":"en","type":"other","venue":"System for Earth Sample Registration (SESAR)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Core (optical fiber); Basalt; Quarter (Canadian coin); Window (computing)","score_opus":0.03559992019801291,"score_gpt":0.2564783778774523,"score_spread":0.2208784576794394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955310927","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000077055134,0.0020574778,0.07594426,0.00048113993,0.0038625386,0.0026267718,0.0059482884,0.0020945936,0.90690786],"genre_scores_gemma":[0.06799716,0.00018876155,0.009529216,0.0005395361,0.0023221765,0.00004415553,0.0065858345,0.0001933835,0.9125998],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978037,0.000080794714,0.00045103361,0.0006845241,0.0004784972,0.0005014352],"domain_scores_gemma":[0.997585,0.0001991798,0.00092076487,0.0010027818,0.00010732368,0.00018497645],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004471412,0.00045143493,0.0005833659,0.00024871694,0.00046388502,0.00036259758,0.00056269317,0.0004472566,0.0024911792],"category_scores_gemma":[0.00012744579,0.00040160722,0.0002562398,0.00008403666,0.0001052103,0.00020453002,0.000011305468,0.00021094791,0.0006518891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028621156,0.000009726647,0.0011657063,0.00058134156,0.00005188871,0.000009249978,0.000033806,0.000015506714,0.00000495046,0.00031572135,0.9878281,0.009955377],"study_design_scores_gemma":[0.0003773075,0.00023435232,0.00017173169,0.00068685244,0.000059577316,0.00005474312,0.00016376359,0.0053428356,0.00008147403,0.00022057474,0.9921199,0.00048687586],"about_ca_topic_score_codex":0.02920116,"about_ca_topic_score_gemma":0.0051695853,"teacher_disagreement_score":0.0679201,"about_ca_system_score_codex":0.00001795461,"about_ca_system_score_gemma":0.00021282659,"threshold_uncertainty_score":0.9998436},"labels":[],"label_agreement":null},{"id":"W6955655158","doi":"10.58066/t305-4n10","title":"War Diary of 1st Battalion Canadian Scottish Regiment, Vol. 48, August 9, 1943 to August 31, 1943 - Rear Party Diary","year":2023,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rifle; Duty; World War II; Front (military); Spanish Civil War; Prisoners of war; Prison; Foot (prosody)","score_opus":0.0231122277327084,"score_gpt":0.24522530483067445,"score_spread":0.22211307709796604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6955655158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607584,0.00052869134,0.0000490511,0.0009037481,0.0013723393,0.00036778089,0.00007631759,0.00022867948,0.03571498],"genre_scores_gemma":[0.9659996,0.000573215,0.0003147037,0.000058144713,0.00022616713,5.002807e-7,0.00015438507,0.000011682945,0.032661602],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728274,0.00063595135,0.00020241336,0.0004884746,0.0007225695,0.0006678252],"domain_scores_gemma":[0.9980277,0.00045078393,0.00011460328,0.0003444255,0.0003634303,0.0006990738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021381606,0.0001642006,0.00029623078,0.0008586223,0.0011970641,0.000060240996,0.00048224168,0.000172995,0.0007078972],"category_scores_gemma":[0.00037935737,0.00018781754,0.00008618368,0.0011433454,0.00046287818,0.0004704033,0.00012196385,0.00069279276,0.00023649169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001751388,0.000031178395,0.26244217,0.00013920302,0.00006379661,0.0002720639,0.002204035,0.00017606886,0.0012932313,0.000021725922,0.7217404,0.011440948],"study_design_scores_gemma":[0.00051878346,0.00089324696,0.18910283,0.00035120244,0.000030951716,0.000021639717,0.009310887,0.0058161723,0.0015132613,0.00019293801,0.79182434,0.0004237335],"about_ca_topic_score_codex":0.45616955,"about_ca_topic_score_gemma":0.010680065,"teacher_disagreement_score":0.44548947,"about_ca_system_score_codex":0.00006741294,"about_ca_system_score_gemma":0.00038689317,"threshold_uncertainty_score":0.920697},"labels":[],"label_agreement":null},{"id":"W6958171621","doi":"10.60692/bnnx8-j9t89","title":"The influence of corruption and governance in the delivery of frontline health care services in the public sector: a scoping review of current and future prospects in low and middle-income countries of south and south-east Asia","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Language change; Health care; Corporate governance; Service delivery framework; Incentive; Good governance; Government (linguistics); Public health; Health policy","score_opus":0.020692938435272357,"score_gpt":0.21477520019994317,"score_spread":0.1940822617646708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958171621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822696,0.0163888,0.000010125187,0.00050360296,0.000024396413,0.0006004164,0.00018255609,0.000005743296,0.0000147930805],"genre_scores_gemma":[0.99830544,0.0013006624,0.000022516691,0.00034642345,0.000009941572,0.000004394897,0.000009551803,9.900964e-7,8.496585e-8],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891776,0.00013723728,0.0005438033,0.00008347711,0.00022294484,0.000094766256],"domain_scores_gemma":[0.9991883,0.000027111502,0.0005718539,0.00010609602,0.00008391096,0.000022729333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007264469,0.00008495631,0.00024232951,0.000058449932,0.000051070107,0.000041515803,0.00012120232,0.000027951171,0.0000010558491],"category_scores_gemma":[0.00001646661,0.00004537476,0.00001255236,0.00020707115,0.00009495688,0.00038855823,0.000020263273,0.00008548427,2.61507e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032545468,5.703074e-7,0.80574626,0.036586773,0.0000020341065,1.5674236e-7,0.15662868,0.000011858696,5.7900035e-8,0.000029598876,0.0000015546353,0.00095990516],"study_design_scores_gemma":[0.00046477697,0.00009998808,0.87114346,0.038472284,0.0000070604797,0.000009016976,0.08645592,0.0032291014,0.000013837902,0.000001358818,0.000036592915,0.00006662223],"about_ca_topic_score_codex":0.00030232492,"about_ca_topic_score_gemma":0.00007203847,"teacher_disagreement_score":0.07017277,"about_ca_system_score_codex":0.000006284857,"about_ca_system_score_gemma":0.00005127461,"threshold_uncertainty_score":0.1850329},"labels":[],"label_agreement":null},{"id":"W6958858791","doi":"10.7939/r3-yfey-v975","title":"Strategies for elastic full waveform inversion","year":2020,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Superposition principle; Waveform; Inverse problem; Hessian matrix; Seismic inversion; Inverse; Synthetic data","score_opus":0.008987421984921038,"score_gpt":0.17706872350751787,"score_spread":0.16808130152259684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958858791","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22470626,0.00036100805,0.0006944543,0.0022290132,0.0010151984,0.0006755404,0.00014340923,0.0003192729,0.76985586],"genre_scores_gemma":[0.79705876,0.00084094785,0.01734997,0.0018699591,0.00026767526,2.6522693e-7,0.037440408,0.000045941993,0.14512609],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927515,0.000021610984,0.00012652262,0.0002670744,0.00014194555,0.00016770943],"domain_scores_gemma":[0.9993841,0.00017957558,0.00017323259,0.00013203839,0.000026558662,0.000104473],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002409007,0.0001717081,0.00025098544,0.00015831972,0.00014761284,0.000035464906,0.00039975357,0.00019207761,0.003928608],"category_scores_gemma":[0.000011824441,0.00018155585,0.00016085886,0.00014248905,0.00006499969,0.0009195334,0.00001511224,0.00016413459,0.00015486652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003243654,0.000054429325,0.0038783029,0.0018189151,0.00022962302,0.000035286394,0.018030435,0.0001201684,0.0001278913,0.003782114,0.91732997,0.051349193],"study_design_scores_gemma":[0.0007114765,0.0007752461,0.0019805876,0.00035475707,0.00018910826,0.0000028265913,0.03971638,0.04397158,0.0019887802,0.0057568094,0.90392935,0.00062307075],"about_ca_topic_score_codex":0.0046829325,"about_ca_topic_score_gemma":0.0007453589,"teacher_disagreement_score":0.62472975,"about_ca_system_score_codex":0.0000034647355,"about_ca_system_score_gemma":0.00026885394,"threshold_uncertainty_score":0.9969819},"labels":[],"label_agreement":null},{"id":"W6959188299","doi":"10.1016/s1166-4568(22)45424-6","title":"10.1016/s1166-4568(22)45424-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.0056252108738147335,"score_gpt":0.15802406344207945,"score_spread":0.15239885256826471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959188299","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00090375054,0.00009767852,0.0000018189083,0.0005872013,0.0000031430063,0.000093685456,0.00003165323,0.0003051326,0.99797595],"genre_scores_gemma":[0.0007058666,0.0000011572017,0.0004760961,0.00071129564,0.00009476417,0.0000010088237,0.000055416127,0.0000046492964,0.9979497],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991826,0.000034826153,0.00012856974,0.00021223696,0.00017717837,0.00026460676],"domain_scores_gemma":[0.99955267,0.000041719984,0.000019794223,0.00021478038,0.000020546742,0.00015048732],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016080843,0.00011405351,0.000119567805,0.00007612765,0.000108779765,0.00004976152,0.00024731903,0.000047397472,0.9994045],"category_scores_gemma":[0.000016882648,0.000098662196,0.00004755109,0.00018045843,0.000045349785,0.00013477748,0.000007714205,0.00009864636,0.9962852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015482481,0.0000037915336,0.0000034455252,0.000001142218,0.0000021543278,0.0000024172948,0.0000051673073,0.000035045123,0.0000016393379,5.2494055e-8,0.47751066,0.52241904],"study_design_scores_gemma":[0.000079938654,0.00011172592,0.00020836265,0.0000114082,0.00000580215,0.000011318345,0.0000016159572,0.0041827685,0.0002269208,0.000031778643,0.994975,0.00015339696],"about_ca_topic_score_codex":0.0011098883,"about_ca_topic_score_gemma":4.0610155e-7,"teacher_disagreement_score":0.5222656,"about_ca_system_score_codex":0.000003922867,"about_ca_system_score_gemma":0.00001991646,"threshold_uncertainty_score":0.40233275},"labels":[],"label_agreement":null},{"id":"W6959285125","doi":"10.1016/s2352-3999(20)30052-2","title":"10.1016/s2352-3999(20)30052-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.005748516057051021,"score_gpt":0.15764991759840277,"score_spread":0.15190140154135176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959285125","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009458851,0.000094047275,0.0000018896859,0.0007889058,0.0000031768416,0.00009409558,0.00003469496,0.00029283905,0.99774444],"genre_scores_gemma":[0.000708114,8.5376996e-7,0.0004651352,0.0007537902,0.00010876244,9.813629e-7,0.00006707919,0.000004527114,0.9978908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991885,0.000041045718,0.00013026764,0.00020783555,0.00016917332,0.00026319033],"domain_scores_gemma":[0.99956155,0.000041135958,0.000019877743,0.00021043057,0.000020347188,0.00014666014],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017470476,0.0001118857,0.00012019786,0.00008418387,0.000112639726,0.000047086185,0.00024482826,0.00004915376,0.99914277],"category_scores_gemma":[0.000017150065,0.00009792921,0.00004379746,0.00019007556,0.000047660793,0.00014675822,0.0000079272795,0.000117046045,0.9958663],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015523892,0.000003840352,0.0000040891505,0.0000010859586,0.0000022667914,0.0000023459108,0.0000072896983,0.000042148105,0.0000021273954,4.987982e-8,0.4666124,0.53330684],"study_design_scores_gemma":[0.00008269235,0.00011977074,0.00016261815,0.000010938807,0.0000055627233,0.000012368212,0.0000018164687,0.004017265,0.00019480924,0.000030236948,0.99521255,0.00014938376],"about_ca_topic_score_codex":0.00092029566,"about_ca_topic_score_gemma":8.66748e-7,"teacher_disagreement_score":0.53315747,"about_ca_system_score_codex":0.0000041479575,"about_ca_system_score_gemma":0.000022155498,"threshold_uncertainty_score":0.39934373},"labels":[],"label_agreement":null},{"id":"W6959349824","doi":"10.1016/s2352-3999(21)87473-7","title":"10.1016/s2352-3999(21)87473-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.0057621019809979855,"score_gpt":0.15700549843793962,"score_spread":0.15124339645694163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959349824","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012398427,0.000088247565,0.0000018663677,0.0007145454,0.0000031703657,0.00009364905,0.000029090592,0.0002894971,0.9975401],"genre_scores_gemma":[0.00093466975,9.5321434e-7,0.00048920006,0.00074084493,0.00010346405,0.0000010135183,0.000054753633,0.0000044670182,0.99767065],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991997,0.00003888543,0.00013013779,0.00020674126,0.00016637109,0.0002581575],"domain_scores_gemma":[0.9995645,0.000040751944,0.0000198595,0.0002093178,0.000020326794,0.00014522766],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016513604,0.000110962654,0.00011948783,0.00008313441,0.00010816018,0.000046936184,0.00024368319,0.000048136117,0.99911493],"category_scores_gemma":[0.000018297997,0.00009698723,0.00004386571,0.00019144641,0.000048283197,0.0001406422,0.000008086937,0.00011492204,0.99592036],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015989148,0.0000038345565,0.000004275415,0.0000011112853,0.0000022534925,0.0000023667042,0.0000074677487,0.00003415901,0.0000014869721,6.343258e-8,0.4550632,0.54486376],"study_design_scores_gemma":[0.00008132569,0.00012549848,0.0002670391,0.00001105674,0.000005482204,0.000012226915,0.0000018862116,0.0037914284,0.00017931448,0.00003275224,0.99534386,0.00014810546],"about_ca_topic_score_codex":0.0011907205,"about_ca_topic_score_gemma":5.9121527e-7,"teacher_disagreement_score":0.5447157,"about_ca_system_score_codex":0.000003952789,"about_ca_system_score_gemma":0.0000202782,"threshold_uncertainty_score":0.39550245},"labels":[],"label_agreement":null},{"id":"W6959446193","doi":"10.1016/s2352-3999(17)56986-1","title":"10.1016/s2352-3999(17)56986-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.00587442393751867,"score_gpt":0.15783128371675942,"score_spread":0.15195685977924075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959446193","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007527339,0.000086884305,0.0000018870599,0.0007085539,0.0000027540216,0.00009222929,0.000023808218,0.00028476858,0.9980464],"genre_scores_gemma":[0.0005153307,9.0494325e-7,0.0004610879,0.0009038094,0.000100697405,0.0000010093272,0.000057457117,0.0000042333677,0.99795544],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992117,0.00003531588,0.00012820562,0.00020471982,0.00016404327,0.0002559892],"domain_scores_gemma":[0.9995719,0.000040217034,0.000019525049,0.00020522703,0.000019664089,0.00014346265],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016160814,0.00011012135,0.00011839764,0.00007932845,0.00010715522,0.000046372585,0.00023826509,0.000048974594,0.9992135],"category_scores_gemma":[0.000015878319,0.000096112184,0.000043586486,0.00018384171,0.000047138252,0.0001411233,0.000007907522,0.00011400381,0.9940396],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014109191,0.0000036629613,0.0000036073984,9.0205657e-7,0.0000021405085,0.0000022521147,0.000007047114,0.000043882,0.0000012438378,5.4205074e-8,0.4924037,0.5075174],"study_design_scores_gemma":[0.00008053262,0.0001213432,0.00021900401,0.00001067655,0.0000054777347,0.000012174344,0.0000017186957,0.00386784,0.00014365662,0.0000279944,0.995363,0.00014660215],"about_ca_topic_score_codex":0.0008655045,"about_ca_topic_score_gemma":6.128008e-7,"teacher_disagreement_score":0.5073708,"about_ca_system_score_codex":0.000003893355,"about_ca_system_score_gemma":0.000020726418,"threshold_uncertainty_score":0.39193413},"labels":[],"label_agreement":null},{"id":"W6963637598","doi":"10.19975/j.dqyxx.2022-031","title":"Recent progress on full waveform inversion","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Inversion (geology); Mantle (geology); Waveform; Earth structure; Seismic wave; Seismic inversion; Seismic tomography","score_opus":0.21913631141448947,"score_gpt":0.4883959320825856,"score_spread":0.2692596206680961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963637598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536,0.0059331385,0.000025827267,0.0024352402,0.0015827974,0.00055851764,0.00007446396,0.000361771,0.03542828],"genre_scores_gemma":[0.949893,0.045136016,0.00030368785,0.002952347,0.00021874199,0.000007683826,0.00016955509,0.000023021683,0.0012959725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976142,0.00016898222,0.00050993875,0.00041144324,0.00082623697,0.00046917904],"domain_scores_gemma":[0.99854237,0.00020225038,0.00041242587,0.00039583334,0.0001669827,0.00028011028],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013658921,0.00025295396,0.00041844966,0.000992844,0.00035354818,0.00070869323,0.0020104973,0.00010391637,0.02715183],"category_scores_gemma":[0.0001509142,0.00019843443,0.00013097894,0.0015612438,0.00017441956,0.0015817905,0.00025017138,0.00037958962,0.000890189],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014467482,0.0000352765,0.21586467,0.000024263678,0.000026919613,0.000034950717,0.000067132925,0.00008169203,0.00044078578,0.0000075256226,0.34692314,0.43634897],"study_design_scores_gemma":[0.0004280304,0.00007691767,0.4721743,0.00047366953,0.00003177354,0.00001601277,0.00017751043,0.0075437725,0.023626626,0.0059966333,0.48895264,0.000502112],"about_ca_topic_score_codex":0.0014422762,"about_ca_topic_score_gemma":0.000029136085,"teacher_disagreement_score":0.43584687,"about_ca_system_score_codex":0.00002936036,"about_ca_system_score_gemma":0.00009290239,"threshold_uncertainty_score":0.9998877},"labels":[],"label_agreement":null},{"id":"W6976593390","doi":"10.60692/0g1pz-yja67","title":"Converted Wave Tomography Based on Inverse Level Set and Adjoint Formulation","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Eikonal equation; Inverse problem; Residual; Inversion (geology); Tomography; Seismic tomography; Lagrange multiplier; Reflector (photography); Seismic wave; Passive seismic","score_opus":0.052107294866464815,"score_gpt":0.20099035050888503,"score_spread":0.14888305564242021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976593390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91751647,0.000019877029,0.05748625,0.0005172753,0.0012804837,0.000712754,0.0010671252,0.0011888117,0.020210965],"genre_scores_gemma":[0.9977732,2.5188095e-7,0.0005446303,0.0014107163,0.000030435931,0.0000030721778,0.00017364828,0.000002654671,0.000061427454],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992248,0.000037106416,0.0002529746,0.00012665568,0.00021636982,0.00014213655],"domain_scores_gemma":[0.999663,0.000014163483,0.000062132174,0.00014333344,0.00004477622,0.00007258926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028345248,0.000121101395,0.00010432437,0.00044359235,0.00010350032,0.00021989504,0.000051283525,0.00006799815,0.00011641722],"category_scores_gemma":[0.000007825725,0.00009159071,0.000049349277,0.00022405449,0.000026221069,0.00042656565,0.000005842057,0.000080239166,0.00044458307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003764543,0.0000032519376,0.7708067,0.002519248,0.00012421461,0.00003639157,0.07428876,0.0029921974,0.0000038987555,0.00060436194,0.037710257,0.110534206],"study_design_scores_gemma":[0.0002616957,0.00007577059,0.05512801,0.00021393638,0.0000118183825,0.000019721927,0.0020105066,0.9381067,0.0003060438,0.0000063891216,0.0037254614,0.00013395051],"about_ca_topic_score_codex":0.00014460747,"about_ca_topic_score_gemma":7.419176e-7,"teacher_disagreement_score":0.9351145,"about_ca_system_score_codex":0.000011369335,"about_ca_system_score_gemma":0.000025214846,"threshold_uncertainty_score":0.5714364},"labels":[],"label_agreement":null},{"id":"W6980572377","doi":"","title":"City Councilor Calls John Tory's Strong Mayor Powers A Front To Democracy","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Front (military); Democracy; Power (physics); United front","score_opus":0.008413169069741662,"score_gpt":0.18332560383652224,"score_spread":0.1749124347667806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980572377","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008833159,0.00028307058,0.0000030232507,0.0005869369,0.0005552553,0.0005039977,0.0008312526,0.00033041634,0.9968177],"genre_scores_gemma":[0.0010896629,0.00012413702,0.0025639292,0.0033271846,0.00012283234,0.0000052062896,0.0005099388,0.000040151303,0.99221694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979509,0.00009620923,0.00050434284,0.00028032748,0.0007748652,0.0003933295],"domain_scores_gemma":[0.99880433,0.00009750118,0.0003895295,0.00039048167,0.00009848694,0.00021967155],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042407739,0.00033235643,0.00040500567,0.00013774024,0.0001626644,0.00006703796,0.00053427886,0.00021102537,0.9163815],"category_scores_gemma":[0.00013259992,0.00032160795,0.00015434861,0.000012647429,0.00010332371,5.5258306e-7,0.00006712194,0.00035873122,0.01702058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007239683,0.00001401571,0.00007583222,0.00009371892,0.00003435473,0.000017952756,0.00014000558,0.0003556031,4.5474195e-8,0.0000019748863,0.99058944,0.008604678],"study_design_scores_gemma":[0.00022912417,0.00023799873,0.00008292731,0.000081411876,0.00003163994,0.00003378084,0.00027795066,0.00017416966,0.0000035286348,0.000008418485,0.9984663,0.0003727555],"about_ca_topic_score_codex":0.09469376,"about_ca_topic_score_gemma":0.0032606332,"teacher_disagreement_score":0.8993609,"about_ca_system_score_codex":0.000063368956,"about_ca_system_score_gemma":0.000085354535,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W6990155594","doi":"","title":"Crustal structure beneath Discovery Bank in the South Scotia sea from group velocity tomography and seismic reflection data","year":2003,"lang":"it","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Group (periodic table); Seismic tomography; Tomography; Nova scotia","score_opus":0.02056041215029901,"score_gpt":0.24596851841140788,"score_spread":0.22540810626110885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990155594","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10461771,0.0020488244,0.55096775,0.0032874271,0.006452258,0.030728417,0.030622968,0.0013968018,0.26987788],"genre_scores_gemma":[0.8376718,0.0023200647,0.07157858,0.023435073,0.0005500072,0.00027917261,0.05360162,0.00017094071,0.010392733],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951854,0.0009223883,0.0009657633,0.0010988147,0.001053919,0.00077376264],"domain_scores_gemma":[0.99698883,0.00017123176,0.0007657575,0.0017497917,0.000116666306,0.0002077438],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049526053,0.00076496135,0.00063571887,0.0012300088,0.0007052673,0.0029182378,0.0021490466,0.0008015051,0.0013490524],"category_scores_gemma":[0.00029747258,0.0005876844,0.00014643173,0.0015641116,0.00071012415,0.0073900255,0.000305551,0.001572192,0.00013889895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003810913,0.00016441877,0.06811852,0.001373028,0.00023540192,0.00008914944,0.015415912,0.0010719032,0.00037780366,0.0010696944,0.6504829,0.2612202],"study_design_scores_gemma":[0.00076346117,0.00013799398,0.006921462,0.0014279549,0.00012709362,0.00010075051,0.0012091666,0.025430176,0.0021444731,0.0012008564,0.95939523,0.0011413527],"about_ca_topic_score_codex":0.02439255,"about_ca_topic_score_gemma":0.0043071215,"teacher_disagreement_score":0.7330541,"about_ca_system_score_codex":0.00010516719,"about_ca_system_score_gemma":0.0004807081,"threshold_uncertainty_score":0.99965745},"labels":[],"label_agreement":null},{"id":"W6992833839","doi":"","title":"MODELING AND MEASUREMENT OF ATTENUATION IN SYNTHETIC SEISMIC DATASETS","year":2019,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attenuation; Deconvolution; Reflection (computer programming); Anelastic attenuation factor; Synthetic seismogram; Seismic wave; Seismic to simulation; Energy (signal processing)","score_opus":0.011691875263685222,"score_gpt":0.16994751079019071,"score_spread":0.15825563552650548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992833839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945753,0.000325195,0.0005391866,0.0002125535,0.00012822321,0.00023829029,0.00069980545,0.00005324934,0.0032281925],"genre_scores_gemma":[0.99395525,0.0004109172,0.0011434333,0.000033232398,0.0000055408204,4.5780224e-9,0.002368803,0.0000053600297,0.0020774354],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896973,0.00009343787,0.00013828305,0.00032505638,0.00031818144,0.00015529913],"domain_scores_gemma":[0.99942803,0.00003906241,0.0001877467,0.0002299883,0.000050220726,0.00006492089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017322581,0.00016161388,0.0003345981,0.00052967947,0.00008268002,0.000009137924,0.00037267772,0.00019117932,0.00045787127],"category_scores_gemma":[0.000006163937,0.00021288227,0.00007811946,0.00025766154,0.00008345508,0.00094036426,0.00003911265,0.00021309088,0.000016709275],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0070677684,0.00066155323,0.37594095,0.008320066,0.0009067319,0.00054195407,0.1781209,0.05426607,0.0017071437,0.0001534206,0.017846843,0.35446662],"study_design_scores_gemma":[0.00171864,0.000258038,0.02447873,0.001865789,0.00029300424,0.0000052059318,0.4733726,0.49059957,0.0014602137,0.0005015513,0.0046059815,0.0008406656],"about_ca_topic_score_codex":0.029434783,"about_ca_topic_score_gemma":0.0028892367,"teacher_disagreement_score":0.4363335,"about_ca_system_score_codex":0.000017951168,"about_ca_system_score_gemma":0.0002765073,"threshold_uncertainty_score":0.9770283},"labels":[],"label_agreement":null},{"id":"W7010643099","doi":"","title":"Integrated seismic interpretation of the Larder Lake area, Southern Abitibi greenstone belt, Ontario, Canada","year":2020,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenstone belt; Shear zone; Archean; Seismic inversion; Inversion (geology); Seismic tomography; Interpretation (philosophy); Pluton","score_opus":0.005725080544546444,"score_gpt":0.16307840938972482,"score_spread":0.15735332884517836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010643099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9103819,0.00024565452,0.0021731472,0.00092008454,0.0023362972,0.00062114093,0.0019229237,0.00021476588,0.08118407],"genre_scores_gemma":[0.90028113,0.000017791643,0.00016367862,0.00058598764,0.00002778551,1.519374e-7,0.008704512,0.000012344026,0.09020664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986326,0.00011115,0.00024483225,0.0003735859,0.00039717197,0.00024066691],"domain_scores_gemma":[0.9990759,0.00003603529,0.0003367357,0.00027988487,0.0001589812,0.00011249711],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006271847,0.00028218576,0.00033273463,0.00021613679,0.00019339297,0.000030693915,0.00060272473,0.00018953477,0.0040524495],"category_scores_gemma":[0.000018830986,0.0002439727,0.00017643615,0.00050924585,0.0000919607,0.00013035657,0.000022505517,0.0005816942,0.000025489311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017984454,0.00014912039,0.3184954,0.0007634203,0.0013702398,0.00050677155,0.054502733,0.003143255,0.00024753297,0.00016376005,0.48457032,0.134289],"study_design_scores_gemma":[0.0016530678,0.00025789355,0.07219089,0.0017922729,0.001191789,0.000027263442,0.11305751,0.061709024,0.0019310291,0.00019948621,0.7441153,0.0018744983],"about_ca_topic_score_codex":0.984952,"about_ca_topic_score_gemma":0.999724,"teacher_disagreement_score":0.25954497,"about_ca_system_score_codex":0.000079245554,"about_ca_system_score_gemma":0.0012055816,"threshold_uncertainty_score":0.996858},"labels":[],"label_agreement":null},{"id":"W7018109137","doi":"","title":"Curvelet-based migration amplitude recovery","year":2010,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; BG Group; BP Global; National Science Foundation","keywords":"Exploit; Geophysical imaging; Curvelet; Amplitude; Noise (video); Invariant (physics); Seismic migration; Noisy data","score_opus":0.007086291449988621,"score_gpt":0.16381643572751886,"score_spread":0.15673014427753024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018109137","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13461918,0.0015896935,0.0064049894,0.00075091736,0.0021303787,0.00096362235,0.0053167734,0.0016669853,0.84655744],"genre_scores_gemma":[0.41708598,0.00121299,0.016560595,0.0012541055,0.0003099009,3.1179434e-7,0.0024902506,0.00012549569,0.56096035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990598,0.000051951876,0.000092242415,0.00036093208,0.00023696503,0.00019811049],"domain_scores_gemma":[0.9993221,0.000037645623,0.00020542355,0.00028977243,0.000050982504,0.00009408199],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014992277,0.00006265821,0.00025878637,0.000118524134,0.000111825466,0.00009209461,0.0003639625,0.0002648586,0.011153806],"category_scores_gemma":[0.000018914337,0.00021312125,0.00013410805,0.00016130196,0.00034663212,0.0001240565,0.000015266773,0.00025984854,0.00020467337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027025014,0.00001262712,0.009245695,0.000039413444,0.000011132977,0.000022401126,0.000005152466,0.000001672091,0.0000034612551,5.440296e-8,0.5067332,0.4839225],"study_design_scores_gemma":[0.00030770586,0.00006747537,0.46983132,0.00030510162,0.00003362618,0.0000135934015,0.00010772455,0.00087377,0.0000012128969,0.000110950336,0.5280437,0.0003038059],"about_ca_topic_score_codex":0.9062589,"about_ca_topic_score_gemma":0.90306735,"teacher_disagreement_score":0.4836187,"about_ca_system_score_codex":0.000007677387,"about_ca_system_score_gemma":0.00010727013,"threshold_uncertainty_score":0.98975015},"labels":[],"label_agreement":null},{"id":"W7020856432","doi":"","title":"Méthodologies d'Interprétation par Analyse Krigeante des données sismiques 4D réservoir. Applications aux huiles lourdes de Senlac (Canada) et au champ Marlim (Brésil)","year":2008,"lang":"en","type":"article","venue":"theses.fr (ABES)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Sampling error; Pacific ocean","score_opus":0.07643838061169415,"score_gpt":0.2724310591539537,"score_spread":0.19599267854225955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020856432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9198844,0.00084281515,0.038244143,0.003020072,0.00017837867,0.00039622743,0.00017739112,0.00070755975,0.036549024],"genre_scores_gemma":[0.9757445,0.0014361977,0.020129658,0.0022472243,0.00018159325,0.000020677995,0.00014021671,0.000014317183,0.000085633445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790764,0.0004133445,0.00036113913,0.00041548844,0.00035350292,0.0005488693],"domain_scores_gemma":[0.99835837,0.00075047085,0.00017895632,0.00042324708,0.00013493517,0.000154009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007755468,0.000292672,0.00033954086,0.00018925787,0.0008836546,0.000109500186,0.00052673137,0.00011142724,0.00037468335],"category_scores_gemma":[0.00027853233,0.00024325216,0.00012103877,0.0003337074,0.00074032,0.00043788546,0.000046640784,0.0002461991,0.00005755391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017233551,0.00012535662,0.87117904,0.00020944235,0.00021472154,0.00009683377,0.012157013,0.0035942048,0.0009343763,0.0047366973,0.013177997,0.09340196],"study_design_scores_gemma":[0.00082047045,0.0005244814,0.5754105,0.00055518124,0.0001988574,0.00046940337,0.039066993,0.06561804,0.08201503,0.114750475,0.11842832,0.0021422438],"about_ca_topic_score_codex":0.70008725,"about_ca_topic_score_gemma":0.20568644,"teacher_disagreement_score":0.49440083,"about_ca_system_score_codex":0.000066436296,"about_ca_system_score_gemma":0.0006355754,"threshold_uncertainty_score":0.99195355},"labels":[],"label_agreement":null},{"id":"W7024742772","doi":"","title":"A synthesis of obviation in Algonquian languages","year":2019,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Dysgeusia; Diafiltration; Fusible alloy; Triacetin; Emperipolesis","score_opus":0.008642322494450178,"score_gpt":0.19384091794485747,"score_spread":0.1851985954504073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024742772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97018456,0.00025985608,0.000027994098,0.0001891987,0.00016021873,0.00014361907,0.00007640181,0.0000340546,0.028924065],"genre_scores_gemma":[0.9972955,0.00022507618,0.0007514565,0.000022240116,0.0000106245525,3.7481804e-8,0.0003333209,0.0000035589333,0.0013581637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999375,0.00005568992,0.0000884215,0.00016940308,0.00019669344,0.00011482282],"domain_scores_gemma":[0.9994421,0.00009135602,0.00023171156,0.0001598107,0.000050138224,0.00002490618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015008127,0.00010154644,0.00025449652,0.00034637435,0.000036097124,0.0000053931476,0.0002458858,0.0001496238,0.00014519776],"category_scores_gemma":[0.000030307281,0.000122062644,0.00007741206,0.00017442026,0.000040803534,0.00013993184,0.0000070284746,0.0001263828,0.00007462827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002815875,0.00005792933,0.82454807,0.0008578867,0.00007041158,0.00003491498,0.0021393562,0.00016155964,0.00039909166,0.0000657777,0.010770713,0.16061269],"study_design_scores_gemma":[0.0001913984,0.00007484094,0.91809845,0.00042132492,0.000057172838,0.0000010042642,0.07049337,0.0033898894,0.0050079073,0.000064820044,0.0019987011,0.00020110559],"about_ca_topic_score_codex":0.077009276,"about_ca_topic_score_gemma":0.2333497,"teacher_disagreement_score":0.1604116,"about_ca_system_score_codex":0.000011974548,"about_ca_system_score_gemma":0.000054170818,"threshold_uncertainty_score":0.929137},"labels":[],"label_agreement":null},{"id":"W7024748575","doi":"","title":"Studies on the effect of sodium in Bridgman-grown CuInSeâ","year":2008,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ampoule; Stoichiometry; Ingot; Sodium; Seebeck coefficient; Selenide","score_opus":0.005088449449574632,"score_gpt":0.15134211479385098,"score_spread":0.14625366534427636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024748575","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016810661,0.0023397717,9.3013966e-7,0.0022165598,0.00029109517,0.00022170454,0.00029713303,0.000017127697,0.977805],"genre_scores_gemma":[0.78007543,0.0026636757,0.00010923751,0.0031355736,0.000085541455,0.000002974982,0.000018869348,0.00003710272,0.21387163],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983957,0.00012274926,0.0002043988,0.00018711695,0.0009069445,0.00018311273],"domain_scores_gemma":[0.9989875,0.0005739467,0.00018820429,0.00018324178,1.8523481e-7,0.0000669467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022252138,0.00019261551,0.00033912368,0.000051669278,0.00006480777,0.0000052735872,0.00024297235,0.000032309934,0.0002237021],"category_scores_gemma":[0.000008049137,0.00012351813,0.000029979943,0.00006848931,0.00018894079,0.000056349665,0.00002995264,0.00016491259,1.3137472e-8],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037800128,0.000009603472,0.107954934,0.00047801857,0.00015246152,0.00012984415,0.00010618796,0.00003747769,0.0000808866,0.0015459777,0.8693883,0.019738302],"study_design_scores_gemma":[0.0006655337,0.0007732027,0.03024887,0.0018137529,0.000043618184,0.000014847852,0.0016115067,0.0022659726,0.13890097,0.00037612047,0.82265186,0.0006337321],"about_ca_topic_score_codex":0.051533055,"about_ca_topic_score_gemma":0.050292134,"teacher_disagreement_score":0.7639334,"about_ca_system_score_codex":0.0000015074021,"about_ca_system_score_gemma":0.00033148992,"threshold_uncertainty_score":0.96703756},"labels":[],"label_agreement":null},{"id":"W7027092795","doi":"","title":"Canadian Solar reports increased loss on bad debts, arbitration in 4Q 2012","year":2013,"lang":"en","type":"other","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arbitration; Government (linguistics); Legislation; Liability","score_opus":0.0065967750034400495,"score_gpt":0.1894947133525484,"score_spread":0.18289793834910834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027092795","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046391654,0.00034139276,0.000039976672,0.0005903163,0.0003713029,0.0002687191,0.00004156491,0.00019558416,0.9976872],"genre_scores_gemma":[0.060301837,0.00025230416,0.0013061316,0.013936784,0.00023179194,0.000004336215,0.0014121946,0.00005695908,0.9224977],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895674,0.000056416393,0.00019612571,0.00030594753,0.00018030731,0.00030449269],"domain_scores_gemma":[0.9993498,0.000023801203,0.00010414453,0.00028836774,0.000012775871,0.00022110932],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002242074,0.00018530806,0.00018595274,0.0005308289,0.000043735163,0.000054045926,0.00012602087,0.000257187,0.07480988],"category_scores_gemma":[0.00002440463,0.00015164108,0.00003815532,0.000117506264,0.000035140474,0.000120497294,0.0000029511734,0.00022402362,0.0021647075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015664586,0.0000044280678,0.024291592,0.0000067535625,0.000004603776,0.00010322558,0.000007226141,0.000002129412,4.173763e-7,0.000018436236,0.96854746,0.0070121675],"study_design_scores_gemma":[0.00006021803,0.000034204855,0.0071258787,0.00010613376,0.000004933889,0.00002811386,0.00001267279,0.0023036108,0.000069060545,0.0003043403,0.9897005,0.0002503217],"about_ca_topic_score_codex":0.9838084,"about_ca_topic_score_gemma":0.8124688,"teacher_disagreement_score":0.17133957,"about_ca_system_score_codex":0.000025258243,"about_ca_system_score_gemma":0.00024954233,"threshold_uncertainty_score":0.9986122},"labels":[],"label_agreement":null},{"id":"W7029412346","doi":"","title":"Joint inversion of synthetic monitoring data for a realistic model from CaMI Field Research Station (FRS), Canada","year":2019,"lang":"en","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Joint (building); Field (mathematics); Global Positioning System; Potential field","score_opus":0.11120826081012569,"score_gpt":0.35344454734947084,"score_spread":0.24223628653934515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029412346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75945634,0.0003694734,0.04514931,0.04971752,0.0017241973,0.00858072,0.13166223,0.00023472852,0.0031054681],"genre_scores_gemma":[0.9677969,0.00012346607,0.008951026,0.00024695898,0.000117900716,0.000041292362,0.021729218,0.000009830831,0.0009834127],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9954108,0.00028902033,0.00043712213,0.0008896097,0.0021156215,0.00085781317],"domain_scores_gemma":[0.99381816,0.0024115145,0.00017555157,0.0014912172,0.0017984271,0.00030514688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006880853,0.00014046676,0.00020639435,0.0005395837,0.0005879579,0.00021541044,0.0016849301,0.000072373456,0.00039606486],"category_scores_gemma":[0.005109289,0.00012658357,0.00004050204,0.0008874473,0.00023728899,0.0012672921,0.0002776614,0.0003338341,0.00003020271],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020390771,0.000091557646,0.032449473,0.0003395398,0.000020042255,0.0000012576467,0.00044793487,0.0005897164,0.0013871375,0.0008672354,0.88546896,0.07813325],"study_design_scores_gemma":[0.00031697433,0.00008915567,0.0033828185,0.00012031864,0.000008325562,6.4204517e-7,0.00090486126,0.91453546,0.006677141,0.0021989795,0.07160442,0.00016092355],"about_ca_topic_score_codex":0.7854641,"about_ca_topic_score_gemma":0.12249789,"teacher_disagreement_score":0.91394573,"about_ca_system_score_codex":0.00012527371,"about_ca_system_score_gemma":0.002169084,"threshold_uncertainty_score":0.8935142},"labels":[],"label_agreement":null},{"id":"W7030279405","doi":"","title":"Neural network analysis of tomograms reveals seismic characteristics of gas hydrate bearing sediments in the Mackenzie Delta (NW Canada)","year":2009,"lang":"de","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Delta; Bearing (navigation); Artificial neural network; Tomography; Clathrate hydrate; Hydrate","score_opus":0.03358285916391935,"score_gpt":0.30137267249359695,"score_spread":0.2677898133296776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030279405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92818236,0.0012792004,0.0009738209,0.037339088,0.00077423,0.00267652,0.02838966,0.00005432632,0.00033076966],"genre_scores_gemma":[0.97372365,0.00045543167,0.0006307637,0.0027286427,0.00017026636,0.00001586759,0.02210209,0.0000065179893,0.0001667855],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9937083,0.00080873887,0.001085861,0.0007646689,0.002254035,0.0013783585],"domain_scores_gemma":[0.99609995,0.00096587354,0.0006533268,0.0010879439,0.0008629281,0.0003299907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0084139565,0.00026502696,0.0005399428,0.0010521485,0.00059157965,0.00031869908,0.0020668458,0.00009617266,0.00030714384],"category_scores_gemma":[0.0010222024,0.00021333242,0.00016278254,0.0065654777,0.00054825016,0.00080476294,0.00013413481,0.0005099215,0.0000064651667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026343923,0.0004741753,0.28442186,0.00022772171,0.0002616026,0.000021817328,0.0015521097,0.002265386,0.00010232199,0.000674316,0.55124927,0.15848595],"study_design_scores_gemma":[0.0003062604,0.00016392274,0.16748506,0.000110178924,0.00020440432,0.000002181108,0.00045460957,0.70047486,0.0002993239,0.00029047608,0.12994303,0.0002656773],"about_ca_topic_score_codex":0.43043315,"about_ca_topic_score_gemma":0.06179816,"teacher_disagreement_score":0.6982095,"about_ca_system_score_codex":0.00008819925,"about_ca_system_score_gemma":0.0008983812,"threshold_uncertainty_score":0.95532155},"labels":[],"label_agreement":null},{"id":"W7030333122","doi":"","title":"Musica, esoterismo e fusione delle arti dalla stagione simbolista alle avanguardie","year":2018,"lang":"it","type":"book-chapter","venue":"IRIS eCampus Telematic University (Università degli Studi eCampus)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Symbol (formal); Opera","score_opus":0.018662629041400022,"score_gpt":0.19728855430287198,"score_spread":0.17862592526147197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030333122","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19776857,0.0029792974,0.013520028,0.0059561958,0.005398424,0.004939764,0.0034012187,0.0024911326,0.7635454],"genre_scores_gemma":[0.22169025,0.01296106,0.017180841,0.003526437,0.0018968403,0.0000016900877,0.002101113,0.0002791073,0.74036264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919236,0.0005149439,0.0011724232,0.002681814,0.0017059769,0.0020012704],"domain_scores_gemma":[0.9929384,0.0007919345,0.0017597176,0.0023015512,0.0009998202,0.0012085708],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0011723491,0.0019871243,0.0025608444,0.001981488,0.0038230887,0.00029493548,0.0029736415,0.0014368836,0.040250145],"category_scores_gemma":[0.000116506984,0.0023031738,0.0012368846,0.0008626844,0.002556802,0.0014750023,0.0015025394,0.001754589,0.008676909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014866908,0.00081901305,0.0036216732,0.001233854,0.004704442,0.0063133915,0.021099063,0.00033364768,0.00013067121,0.0039204643,0.90538067,0.050956406],"study_design_scores_gemma":[0.0030340378,0.0012045366,0.00093342294,0.0010596459,0.0020200985,0.00020995947,0.023449233,0.0077414205,0.000058730977,0.0029377788,0.9543343,0.0030168165],"about_ca_topic_score_codex":0.003989329,"about_ca_topic_score_gemma":0.00051657856,"teacher_disagreement_score":0.048953634,"about_ca_system_score_codex":0.0005254585,"about_ca_system_score_gemma":0.0005707646,"threshold_uncertainty_score":0.99985945},"labels":[],"label_agreement":null},{"id":"W7034333060","doi":"","title":"Surviving online learning handbook: what does COVID teach us about online learning in high schools?","year":2021,"lang":"en","type":"dissertation","venue":"K-State Research Exchange (Kansas State University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Online learning; Quarter (Canadian coin); Feeling; Online community; Online participation; Coronavirus disease 2019 (COVID-19); Perception; Online discussion; Educational technology","score_opus":0.03232207679928328,"score_gpt":0.28751644835500595,"score_spread":0.25519437155572267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034333060","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98777115,0.006137396,0.000236662,0.0005395714,0.0008378754,0.00070154655,0.0006788338,0.00046021416,0.0026367484],"genre_scores_gemma":[0.29190055,0.2152345,0.0014573355,0.00027693954,0.00034633192,0.0000040512264,0.050108105,0.00012776113,0.44054443],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922205,0.0026185848,0.00055348093,0.0013837205,0.0015383771,0.001685301],"domain_scores_gemma":[0.9969471,0.0008332472,0.00035885622,0.00047935694,0.00079274597,0.0005886633],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023703028,0.000630601,0.0008480359,0.0034248212,0.0012016214,0.0008127813,0.0010350287,0.00040770878,0.0023080802],"category_scores_gemma":[0.00064594275,0.0006165943,0.00021394591,0.0023881448,0.00025531024,0.0017361726,0.00017203073,0.005184162,0.00012800911],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014385334,0.0004320148,0.1679201,0.002183365,0.00032998304,0.0066271513,0.022543402,0.010404867,0.00038007178,0.0000141326545,0.0031570406,0.7845693],"study_design_scores_gemma":[0.0032542485,0.0011782199,0.07514509,0.009068274,0.00012084159,0.000029721303,0.26916176,0.035294365,0.0019399218,0.00058418326,0.6015028,0.0027206037],"about_ca_topic_score_codex":0.09535676,"about_ca_topic_score_gemma":0.12208603,"teacher_disagreement_score":0.7818487,"about_ca_system_score_codex":0.00033951187,"about_ca_system_score_gemma":0.0008699334,"threshold_uncertainty_score":0.99962854},"labels":[],"label_agreement":null},{"id":"W7036563792","doi":"","title":"Britain's SSE to sell stake in transmission network business to Ontario teachers pension plan for $1.47 billion","year":2022,"lang":"en","type":"other","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Pension plan; Pension; Investment (military); Government (linguistics)","score_opus":0.020908914374856976,"score_gpt":0.21397292690686562,"score_spread":0.19306401253200864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036563792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015126043,0.0010922938,0.023187745,0.0077983574,0.0025213666,0.0060085086,0.00041492595,0.0016100056,0.9422408],"genre_scores_gemma":[0.0027799727,0.0001275448,0.04125392,0.011804756,0.00037776586,0.000030491485,0.0020152966,0.0001457193,0.94146454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982973,0.00007614871,0.0002534738,0.00058429636,0.0003077612,0.0004810395],"domain_scores_gemma":[0.99933535,0.00007040425,0.00007124872,0.00027435305,0.000025160074,0.00022348958],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047384194,0.00029308777,0.00035734367,0.000498214,0.00012859722,0.0000531889,0.00033950503,0.00019319747,0.03590721],"category_scores_gemma":[0.000017885393,0.00024582766,0.00007436387,0.00056366425,0.000018373643,0.00006291322,0.000023863353,0.0002873439,0.00012403271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009822667,0.000015821905,0.009787397,0.000027217504,0.0000065059094,0.000011453327,0.0005299452,0.0018600356,0.0000029917644,0.0000024463363,0.9043741,0.08328383],"study_design_scores_gemma":[0.00026355262,0.00020731341,0.006310784,0.00020301063,0.000012412316,0.0000047892477,0.00022023918,0.0010618211,0.000011197919,0.000071645205,0.99123794,0.0003953031],"about_ca_topic_score_codex":0.47305486,"about_ca_topic_score_gemma":0.19275078,"teacher_disagreement_score":0.28030407,"about_ca_system_score_codex":0.0000641603,"about_ca_system_score_gemma":0.00017056853,"threshold_uncertainty_score":0.9999994},"labels":[],"label_agreement":null},{"id":"W7037499218","doi":"","title":"34 Electric Vehicle Fast-Charging Stations Along Trans-Canada Highway - Solar Thermal Magazine","year":2017,"lang":"en","type":"other","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thermal; Electric vehicle; Electric cars; Solar energy; Photovoltaic system","score_opus":0.009502739246075467,"score_gpt":0.2000587521052196,"score_spread":0.1905560128591441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037499218","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003797331,0.0011553383,0.0014224689,0.000813306,0.00054872566,0.0002096522,0.00022567184,0.00047083275,0.9947743],"genre_scores_gemma":[0.09371194,0.00036937473,0.0011901648,0.0021004244,0.00027929715,0.0000021983353,0.0004280604,0.00007210268,0.9018464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987772,0.0000491453,0.0001515792,0.00031571006,0.00031558253,0.0003907952],"domain_scores_gemma":[0.9993105,0.000053975935,0.00014421398,0.0003510419,0.000022245877,0.000118014264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013614907,0.00023862568,0.00023961547,0.00018900499,0.00025587738,0.00009414872,0.00042248223,0.00012469369,0.01796819],"category_scores_gemma":[0.000014898508,0.00019632617,0.00006210144,0.00009686526,0.000052803913,0.00012612778,0.000006689031,0.00026424698,0.0002779539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000325417,0.000004326587,0.0023683507,0.000018460878,0.000026324953,0.000021647611,0.000017490327,0.000009373018,0.00007692935,0.000012013939,0.89490783,0.10253399],"study_design_scores_gemma":[0.00014970305,0.00002980394,0.0031924031,0.00006572987,0.000023519498,0.0000040342766,0.000018910836,0.009286037,0.0006310713,0.000029449608,0.98626477,0.00030454498],"about_ca_topic_score_codex":0.8275946,"about_ca_topic_score_gemma":0.48851824,"teacher_disagreement_score":0.33907637,"about_ca_system_score_codex":0.000014506625,"about_ca_system_score_gemma":0.000344926,"threshold_uncertainty_score":0.9829295},"labels":[],"label_agreement":null},{"id":"W7038552679","doi":"","title":"How Canadian School Leaders Perceive Their Capacity To Foster Culturally Responsive School Practices To Influence Student Outcomes","year":2022,"lang":"en","type":"article","venue":"DUNE - DigitalUNE  (University of New England)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Racism; Cultural diversity; Qualitative research; Perception; Ethnic group; Population; Semi-structured interview; Educational leadership","score_opus":0.033501272720424524,"score_gpt":0.231377811364114,"score_spread":0.19787653864368948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038552679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94209266,0.000034233162,0.000059448266,0.051880885,0.00015249268,0.00041698274,0.00044154003,0.00008489218,0.0048368718],"genre_scores_gemma":[0.9817131,0.000008948059,0.0011524457,0.007726795,0.00003355037,5.207723e-7,0.0000619489,0.00000551791,0.009297162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845624,0.00013988491,0.00012220262,0.00041248839,0.0004634043,0.00040577937],"domain_scores_gemma":[0.998321,0.00012659891,0.00017046701,0.0003194528,0.00015520793,0.0009072792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027248592,0.00020399873,0.00027830142,0.00042483106,0.00054607133,0.00018365069,0.0007741429,0.00005110764,0.00086909917],"category_scores_gemma":[0.00042673392,0.00019789879,0.00010621224,0.00047808394,0.00010517037,0.001363954,0.00013268722,0.00032049397,0.00016475403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006376191,0.00006712459,0.71433944,0.000030137287,0.0002288703,0.00023151792,0.06607691,0.00219785,0.00039977487,0.00003257024,0.19687857,0.018879643],"study_design_scores_gemma":[0.00071070687,0.00046630282,0.529045,0.000024484978,0.000024074849,0.000025564193,0.1204863,0.000121097284,0.000058345515,0.00009937316,0.34860706,0.00033172985],"about_ca_topic_score_codex":0.38131067,"about_ca_topic_score_gemma":0.1371736,"teacher_disagreement_score":0.24413708,"about_ca_system_score_codex":0.00016252803,"about_ca_system_score_gemma":0.0003739918,"threshold_uncertainty_score":0.95160264},"labels":[],"label_agreement":null},{"id":"W7043093750","doi":"","title":"Reservoir characterization through the application of seismic attributes : multiattribute and unsupervised seismic facies analyses","year":2007,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Seismic to simulation; Seismic attribute; Synthetic seismogram; Seismic inversion; Window (computing); Reservoir modeling; Facies; Calibration","score_opus":0.012454164795916352,"score_gpt":0.19157700523477705,"score_spread":0.1791228404388607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043093750","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0619257,0.009817845,0.033344157,0.02121835,0.0006882148,0.0020032858,0.016481856,0.00023039081,0.8542902],"genre_scores_gemma":[0.9074743,0.00254036,0.0013200926,0.003983575,0.0001050125,0.0000038149574,0.00082188874,0.000047718913,0.08370325],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983236,0.00007534772,0.00028749867,0.0002552405,0.000839291,0.00021902933],"domain_scores_gemma":[0.9991507,0.00019248172,0.00033020586,0.00023695115,0.0000012675968,0.00008841979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002421103,0.00021512572,0.00030950288,0.00006125416,0.00014646584,0.000020262481,0.00026244234,0.00005326408,0.00015871215],"category_scores_gemma":[0.000004169061,0.00016010772,0.000029881334,0.0001509718,0.0002140263,0.00020580845,0.000049440154,0.00013759991,1.3115869e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010062277,0.000095129006,0.38612086,0.0030609607,0.0010872611,0.0000648174,0.0009788573,0.0018481237,0.02392217,0.0056175,0.2482351,0.327963],"study_design_scores_gemma":[0.00024542504,0.00005201593,0.048239015,0.00021856981,0.00006533066,0.0000056988483,0.0012670851,0.06855666,0.029658806,0.00039463546,0.85096663,0.00033016005],"about_ca_topic_score_codex":0.08347144,"about_ca_topic_score_gemma":0.010754761,"teacher_disagreement_score":0.84554857,"about_ca_system_score_codex":0.0000017124767,"about_ca_system_score_gemma":0.00033063212,"threshold_uncertainty_score":0.9226318},"labels":[],"label_agreement":null},{"id":"W7045240986","doi":"","title":"Application of Artificial Neural Networks to geological classification: porphyry prospectivity in British Columbia and oil reservoir properties in Iran","year":2022,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prospectivity mapping; Artificial neural network; Reservoir modeling; Seismic inversion; Seismic to simulation; Petrophysics; Seismic attribute; Probabilistic neural network; Probabilistic logic","score_opus":0.012351094853077928,"score_gpt":0.17117728865244403,"score_spread":0.1588261937993661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045240986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99756634,0.00013756345,0.00004335354,0.00033771098,0.00007361102,0.00027660033,0.0001353526,0.00006995927,0.0013595043],"genre_scores_gemma":[0.99227726,0.00014177682,0.0005351973,0.0000527989,0.000015034598,1.850389e-7,0.0008124738,0.000005408596,0.0061598746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877197,0.0001746893,0.00018173008,0.00045202492,0.00021829747,0.00020132084],"domain_scores_gemma":[0.9994257,0.00005188105,0.00021153805,0.00019219711,0.000032032134,0.000086630964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016584125,0.00012217979,0.00035467837,0.0003002181,0.00021443689,0.000037425372,0.00045178045,0.00021240751,0.00083442545],"category_scores_gemma":[0.000009213908,0.00021336315,0.0000700669,0.0007527346,0.00019913852,0.0007248866,0.00008874601,0.000412659,0.0000017400215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005431517,0.00012728453,0.91650045,0.00016303887,0.000013780972,0.00008647853,0.0067180116,0.0013134842,0.00004954161,0.00000669002,0.0008386669,0.07363943],"study_design_scores_gemma":[0.00029347988,0.00014468493,0.82623625,0.00010023248,0.000018812301,0.0000035306819,0.13075133,0.040826775,0.000020740084,0.00015284483,0.0012093468,0.00024200852],"about_ca_topic_score_codex":0.29737657,"about_ca_topic_score_gemma":0.43481293,"teacher_disagreement_score":0.13743636,"about_ca_system_score_codex":0.000029947108,"about_ca_system_score_gemma":0.00011818354,"threshold_uncertainty_score":0.91363734},"labels":[],"label_agreement":null},{"id":"W7045657334","doi":"","title":"Azimuthal anisotropy of 3-D compressional wave seismic data, Weyburn Field, Saskatchewan, Canada","year":2007,"lang":"en","type":"dissertation","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Azimuth; Longitudinal wave; Reflection (computer programming); Seismic anisotropy","score_opus":0.014072983757515535,"score_gpt":0.21085928302724793,"score_spread":0.1967862992697324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045657334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7565214,0.00040341498,0.0028495644,0.00025819626,0.002546172,0.0011757739,0.019291786,0.0002550832,0.2166986],"genre_scores_gemma":[0.894129,0.000116022326,0.00082707877,0.00014836041,0.000041817064,3.4941758e-7,0.0070815077,0.000018676503,0.097637184],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977464,0.000072017516,0.00054563396,0.00056378084,0.0006524245,0.00041975346],"domain_scores_gemma":[0.99766546,0.00044876582,0.00063725584,0.00057569897,0.00046602098,0.00020680102],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014800775,0.00037014132,0.0006238228,0.0010360766,0.00042936625,0.000082594415,0.00092113146,0.00027032345,0.00075007806],"category_scores_gemma":[0.000070188005,0.00040804586,0.00015537959,0.0017086001,0.00019255682,0.0007236499,0.0000830918,0.0004837824,0.000007332713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076741334,0.00069791096,0.012100382,0.0010151875,0.0011989479,0.000900848,0.0019818028,0.0049294285,0.00016147614,0.000142732,0.81354696,0.15565017],"study_design_scores_gemma":[0.0021624602,0.0018977884,0.0048933495,0.00059184904,0.00035615914,0.000057197343,0.03957279,0.043449517,0.010518267,0.0010133306,0.8938496,0.0016376877],"about_ca_topic_score_codex":0.47593772,"about_ca_topic_score_gemma":0.64926827,"teacher_disagreement_score":0.17333058,"about_ca_system_score_codex":0.0001165542,"about_ca_system_score_gemma":0.0031138887,"threshold_uncertainty_score":0.99983716},"labels":[],"label_agreement":null},{"id":"W7068724172","doi":"","title":"Cleveland, Ohio","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bottling line; West virginia; Window (computing); Period (music); New england","score_opus":0.007682688351359342,"score_gpt":0.18438031721051248,"score_spread":0.17669762885915313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7068724172","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000679212,0.0014610853,0.0004563149,0.0008289747,0.00076235726,0.00027740517,0.00032807188,0.0008151104,0.9950639],"genre_scores_gemma":[0.013496706,0.04620699,0.016591033,0.13472363,0.006097125,0.000010967287,0.02725484,0.00022666677,0.755392],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855316,0.00007834266,0.00043702967,0.00024126701,0.00022276644,0.00046741584],"domain_scores_gemma":[0.99913317,0.000038369675,0.00031994985,0.00029208683,0.000008870281,0.00020753505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012083394,0.000360598,0.00034263782,0.00030339748,0.00015292983,0.0002843925,0.00032380148,0.0003735394,0.015203869],"category_scores_gemma":[0.0000046077143,0.00030274404,0.00009813397,0.0002460172,0.000085985484,0.003956769,0.000041516807,0.0003996322,0.0006680519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025049907,0.000005802245,0.00080295297,0.00004521348,0.000019283678,0.0000024757155,0.000029940047,0.00002290309,1.337876e-8,0.012638303,0.8427173,0.14369076],"study_design_scores_gemma":[0.00036310783,0.000075543714,0.002239584,0.00034032002,0.000013935975,0.000023873272,0.0000036168487,0.003411898,0.0000051983247,0.00073049945,0.9924143,0.00037811865],"about_ca_topic_score_codex":0.0000035609044,"about_ca_topic_score_gemma":0.0000030589872,"teacher_disagreement_score":0.23967184,"about_ca_system_score_codex":0.0000020345672,"about_ca_system_score_gemma":0.000043103784,"threshold_uncertainty_score":0.9999425},"labels":[],"label_agreement":null},{"id":"W7068948054","doi":"","title":"","year":2021,"lang":"pt","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Position (finance); Context (archaeology); Order (exchange); Power (physics); State (computer science)","score_opus":0.09947641246008347,"score_gpt":0.3776259437790707,"score_spread":0.27814953131898723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7068948054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01496415,0.0027975186,0.00090964977,0.0019876142,0.0046316204,0.0041759457,0.000070966234,0.00036166346,0.9701009],"genre_scores_gemma":[0.13121632,0.0043292455,0.0043521128,0.009492073,0.00070426095,0.00012748345,0.009836529,0.00037261427,0.83956933],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.989595,0.0016610513,0.0025430296,0.0028940244,0.0019252745,0.0013816217],"domain_scores_gemma":[0.9911437,0.0010117744,0.0037020652,0.0025417127,0.00086677313,0.0007339682],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0026482875,0.0016569085,0.0029989178,0.0015860145,0.0012539319,0.010548967,0.0147378445,0.00050554133,0.45133096],"category_scores_gemma":[0.0006085029,0.0016994685,0.00070652796,0.0015254852,0.0014165456,0.008322151,0.0031847062,0.0011716097,0.0018585275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041183564,0.00037142012,0.20041174,0.0009776235,0.00092720194,0.0001229866,0.00049586984,0.00009922629,0.00029674778,0.0011952278,0.0618629,0.73282725],"study_design_scores_gemma":[0.0014615468,0.00019786217,0.08868196,0.0030117156,0.0002670381,0.00003666008,0.00051784003,0.0021843568,0.0065332297,0.0008628221,0.8942779,0.0019671083],"about_ca_topic_score_codex":0.15509352,"about_ca_topic_score_gemma":0.005935132,"teacher_disagreement_score":0.832415,"about_ca_system_score_codex":0.0001338482,"about_ca_system_score_gemma":0.0024088216,"threshold_uncertainty_score":0.9996178},"labels":[],"label_agreement":null},{"id":"W7069241770","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diplomacy; Spectacle; Ephemeral key; George (robot); Mediation; Event (particle physics); Government (linguistics); Militarization","score_opus":0.08007510520928486,"score_gpt":0.36563495111457794,"score_spread":0.2855598459052931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069241770","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001020394,0.0010854431,0.00031683696,0.00043819263,0.0013939862,0.0013989991,0.000030036468,0.00042523062,0.9938909],"genre_scores_gemma":[0.020408396,0.0015166848,0.0063840263,0.004793496,0.00043612698,0.000044126202,0.0070973877,0.00027690709,0.95904285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958748,0.0004658279,0.0009271936,0.0012643012,0.00089104084,0.00057682965],"domain_scores_gemma":[0.9964538,0.00028955826,0.0014763384,0.0012749613,0.00022900378,0.00027630257],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086936465,0.0006964068,0.001314836,0.0009063247,0.00033645867,0.0031662548,0.0066361623,0.00022314613,0.27080396],"category_scores_gemma":[0.00019493782,0.00068086316,0.00026485018,0.00062694907,0.00052158703,0.0027745033,0.00085803366,0.00045036603,0.0004541192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007945229,0.00007829904,0.099254854,0.00032789275,0.00029513534,0.00004238911,0.00006886751,0.000019353056,0.000044718883,0.00066943077,0.2886605,0.6104591],"study_design_scores_gemma":[0.00056036614,0.00005044161,0.037597794,0.0010211049,0.00006954261,0.000012235084,0.000081483566,0.00039105632,0.001835242,0.00083170505,0.9567132,0.000835813],"about_ca_topic_score_codex":0.21130301,"about_ca_topic_score_gemma":0.009550823,"teacher_disagreement_score":0.66805273,"about_ca_system_score_codex":0.000029397532,"about_ca_system_score_gemma":0.0007298121,"threshold_uncertainty_score":0.99956423},"labels":[],"label_agreement":null},{"id":"W7070814421","doi":"","title":"Portrait socioéconomique de la région de la&#13;\\nChaudière-Appalaches : synthèse des territoires relevant des centres locaux d’emploi (CLE).","year":2011,"lang":"fr","type":"other","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Free access; Statistical analysis","score_opus":0.044537499496237865,"score_gpt":0.2817343405359771,"score_spread":0.23719684103973926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070814421","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15453972,0.01465404,0.016528586,0.05047018,0.008029778,0.0049953726,0.010133591,0.0006785466,0.7399702],"genre_scores_gemma":[0.6068323,0.0013885979,0.021219246,0.00076469063,0.0009880405,0.00015603246,0.0015667076,0.00016190826,0.36692244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99315774,0.0013624253,0.00064355036,0.0012463045,0.0017758422,0.0018141622],"domain_scores_gemma":[0.9950028,0.0024213335,0.00032712013,0.000517155,0.0008809085,0.00085066987],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0077882926,0.00059338514,0.00052592246,0.000926205,0.0026855017,0.001169968,0.0014173381,0.0005795223,0.004524333],"category_scores_gemma":[0.0032255128,0.0005741087,0.0002443003,0.0007274922,0.010644611,0.0007302238,0.00015355671,0.0010649244,0.000069727546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013992515,0.00023584416,0.021833334,0.00062605017,0.00023131272,0.0001626718,0.00089266023,0.0022545885,0.00035760083,0.042861864,0.8827967,0.047607426],"study_design_scores_gemma":[0.00037005023,0.00012213165,0.013722569,0.0007354327,0.000035969257,0.00008793547,0.0005536627,0.008207385,0.00308614,0.041576184,0.9309016,0.0006009517],"about_ca_topic_score_codex":0.94712305,"about_ca_topic_score_gemma":0.99316776,"teacher_disagreement_score":0.45229262,"about_ca_system_score_codex":0.0022392108,"about_ca_system_score_gemma":0.023297528,"threshold_uncertainty_score":0.9998669},"labels":[],"label_agreement":null},{"id":"W7071683973","doi":"","title":"Soins des corps, soins des âmes médecine et assistance en France et en Nouvelle-France au XVIIe siècle ; colloque organisé par la Société Historique et Archéologique de Langres à l'occasion du 400e anniversaire de la naissance de Jeanne Mance, confondatrice de Montréal, Langres, vendredi 19 et samedi 20 mai 2006","year":2010,"lang":"fr","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Public health; Medical care","score_opus":0.008671294144311774,"score_gpt":0.24223225487371788,"score_spread":0.2335609607294061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071683973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8463856,0.021756357,0.05114451,0.046947222,0.001230786,0.000825364,0.002214847,0.0010504395,0.0284449],"genre_scores_gemma":[0.8407806,0.030248934,0.09212067,0.015260974,0.00046617634,0.000030931114,0.00030619086,0.00007859313,0.02070693],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938501,0.002726367,0.00058015547,0.00087859604,0.00048261348,0.0014821617],"domain_scores_gemma":[0.9942188,0.0038806153,0.00042454377,0.000590453,0.0002124634,0.0006731194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053886683,0.00069214986,0.0007249788,0.00022897647,0.00090053305,0.00025571,0.0010173069,0.00092733727,0.0007360797],"category_scores_gemma":[0.0016416446,0.00067940366,0.00023554993,0.00055017683,0.0022914847,0.0010181168,0.00014736145,0.0019775114,0.00008520501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024266535,0.00036697116,0.58809745,0.00035291273,0.00009535139,0.0007357353,0.0095851375,0.0011068702,0.0059622447,0.006517593,0.37592092,0.01101613],"study_design_scores_gemma":[0.0012337033,0.0002885722,0.27509287,0.00041076797,0.00006353903,0.0007038432,0.0014749625,0.0054347394,0.00488681,0.0031396104,0.7065684,0.0007021441],"about_ca_topic_score_codex":0.18439837,"about_ca_topic_score_gemma":0.050389532,"teacher_disagreement_score":0.3306475,"about_ca_system_score_codex":0.0005659285,"about_ca_system_score_gemma":0.004652403,"threshold_uncertainty_score":0.9995657},"labels":[],"label_agreement":null},{"id":"W7071687617","doi":"","title":"Synthèse chimique et activité biologique d'agents stéroïdiens pour le traitement du cancer de la prostate et de la leucémie","year":2006,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.0051421012304851115,"score_gpt":0.17790179481293134,"score_spread":0.17275969358244622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071687617","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058360737,0.0012376297,0.00086892647,0.013878734,0.0002556728,0.00041714896,0.0032462834,0.000050288876,0.92168456],"genre_scores_gemma":[0.77615905,0.008867486,0.0058242218,0.015971351,0.00016902441,0.000023906983,0.00014273917,0.0000766066,0.1927656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964934,0.0012840892,0.0003590913,0.0004713093,0.0007650178,0.00062707503],"domain_scores_gemma":[0.99800354,0.0010960574,0.0003318876,0.00020622429,0.0000011001171,0.00036118066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017096665,0.0004499564,0.0004469303,0.0000712786,0.0002446247,0.00009631995,0.00038276234,0.00016928671,0.0008227949],"category_scores_gemma":[0.000015634996,0.00041687276,0.00007385587,0.00008138011,0.00039743303,0.00031695087,0.00008643313,0.00054101617,2.8470705e-8],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010090567,0.00033493017,0.35966277,0.0011125577,0.0006090434,0.0008822924,0.0014617423,0.0067774053,0.008838755,0.04419289,0.4441002,0.13101837],"study_design_scores_gemma":[0.00042875906,0.000098538854,0.12503684,0.00060345925,0.000040379156,0.000040136678,0.0008383459,0.008913507,0.020098835,0.0012320084,0.84218013,0.00048903876],"about_ca_topic_score_codex":0.40854815,"about_ca_topic_score_gemma":0.1520334,"teacher_disagreement_score":0.72891897,"about_ca_system_score_codex":0.000035435543,"about_ca_system_score_gemma":0.008657356,"threshold_uncertainty_score":0.99982834},"labels":[],"label_agreement":null},{"id":"W7071715653","doi":"","title":"Sound Works: Prototyping a Digital Audio Repository for Sound Poetics in Mexico","year":2020,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Goddard Space Flight Center; University of Michigan","keywords":"Digital audio; Workflow; Sound design; Sound (geography); Sound recording and reproduction; Panorama; Digital preservation; Studio; Code refactoring; Process (computing)","score_opus":0.030228674731543833,"score_gpt":0.26796494965091755,"score_spread":0.2377362749193737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071715653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6979751,0.001191217,0.0005205855,0.000762179,0.0017261753,0.0031174466,0.00008547777,0.0004316178,0.29419023],"genre_scores_gemma":[0.9757739,0.00010606806,0.00013402995,0.000058212503,0.00041821392,0.000008998844,0.00063969,0.000034033328,0.022826895],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99642056,0.0003261221,0.0004492544,0.0010354365,0.0008043817,0.00096427154],"domain_scores_gemma":[0.9981223,0.00049739896,0.00026282764,0.0004986928,0.00023807888,0.00038072217],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000502822,0.0004003498,0.00053241104,0.0012582461,0.00089107035,0.00077418133,0.0010189726,0.00047056584,0.000057491256],"category_scores_gemma":[0.0002022155,0.00044814788,0.0002980883,0.0012353552,0.00032936648,0.0008667016,0.000060853887,0.0015097698,0.000052561787],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007445144,0.00027437098,0.9263709,0.0017468618,0.0005721813,0.0044373884,0.00427348,0.00024859476,0.00049824466,0.0010632712,0.024674423,0.028395131],"study_design_scores_gemma":[0.006312443,0.005906311,0.2010095,0.0040596602,0.00047444174,0.00032339784,0.045531183,0.036859114,0.046376344,0.0469962,0.6004998,0.005651614],"about_ca_topic_score_codex":0.009455386,"about_ca_topic_score_gemma":0.0045886356,"teacher_disagreement_score":0.7253614,"about_ca_system_score_codex":0.0002386779,"about_ca_system_score_gemma":0.0010066899,"threshold_uncertainty_score":0.99979705},"labels":[],"label_agreement":null},{"id":"W7071786493","doi":"","title":"The Slim-Thick Ideal: Its Impact on Women's Body Image and Eating, Exercise, and Body Modification Behaviours","year":2023,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Human physical appearance; Popularity; Body shape; Waist; Lower body; Personality; Body weight; Physical attractiveness; Big Five personality traits","score_opus":0.009484677588992513,"score_gpt":0.18998031149600786,"score_spread":0.18049563390701534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071786493","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06259585,0.0009523548,0.000029578967,0.00061186275,0.00035045925,0.0008711154,0.0048335018,0.0034364096,0.9263189],"genre_scores_gemma":[0.12642153,0.0047980524,0.00014512532,0.00015561936,0.00009805024,1.6744167e-7,0.00090749376,0.00016919659,0.8673048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983964,0.00008839459,0.00012585307,0.0006097891,0.00028539466,0.0004941711],"domain_scores_gemma":[0.99879867,0.00022504879,0.00023465313,0.00036749456,0.000019284627,0.00035483806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007312705,0.00040797875,0.0003326132,0.00075673976,0.0006065591,0.0005294438,0.0006631746,0.00028831983,0.000507353],"category_scores_gemma":[0.000015539139,0.00036195348,0.00012434526,0.00073531276,0.00044794235,0.0014146613,0.00016365925,0.00040394554,0.00019715323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004916836,0.000057709072,0.05372618,0.0000668296,0.00016056307,0.0003368943,0.00031279316,0.000010182853,0.0000026229768,0.0013068006,0.9131381,0.03038963],"study_design_scores_gemma":[0.0005736719,0.00035650405,0.019287143,0.00045180199,0.00009145365,0.000010745546,0.0039213775,0.0006916163,0.000020048927,0.00017688685,0.97370535,0.00071338064],"about_ca_topic_score_codex":0.0014470938,"about_ca_topic_score_gemma":0.000029770035,"teacher_disagreement_score":0.063825674,"about_ca_system_score_codex":0.000047796035,"about_ca_system_score_gemma":0.00011961754,"threshold_uncertainty_score":0.99988323},"labels":[],"label_agreement":null},{"id":"W7071871240","doi":"","title":"Tiny Words, Big Meanings: An Analysis of Diminutives in Australian and Global Englishes","year":2025,"lang":"en","type":"article","venue":"DiVA (Linnaeus University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Word lists by frequency; World Englishes; English language; Australian English; Irish; Diminutive","score_opus":0.012832311571864116,"score_gpt":0.215772228682722,"score_spread":0.20293991711085788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071871240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97390425,0.00007578458,0.00019706457,0.0002549092,0.000085182124,0.00005428762,0.0000774139,0.000057071396,0.025294058],"genre_scores_gemma":[0.9981295,0.00007809489,0.00043125037,0.00014031518,0.000007859752,2.6031511e-8,0.000050123042,7.5966676e-7,0.001162073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993123,0.00007654458,0.00011659699,0.00023555037,0.000097729,0.00016129306],"domain_scores_gemma":[0.99965614,0.000051461375,0.000055017248,0.00014427776,0.000039967847,0.000053141655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013858307,0.000093711446,0.0002064907,0.00075961766,0.000069635826,0.00002471496,0.00022841098,0.000062960644,0.00010335382],"category_scores_gemma":[0.00003573331,0.00009536802,0.00005639621,0.0019956727,0.00016069377,0.00021112959,0.000029152325,0.000080387,0.0000014192443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000412165,0.00002152565,0.96104914,0.000009744489,0.00009249592,0.000018687975,0.00050333055,0.00019496963,0.0000074527384,0.0012762266,0.00030734832,0.03647786],"study_design_scores_gemma":[0.00040454525,0.00009447733,0.9488809,0.00005678043,0.00032197617,6.106116e-7,0.008923686,0.011937699,0.00048153033,0.0009473431,0.02774687,0.00020354424],"about_ca_topic_score_codex":0.013941584,"about_ca_topic_score_gemma":0.0022616354,"teacher_disagreement_score":0.036274318,"about_ca_system_score_codex":0.000014724968,"about_ca_system_score_gemma":0.000038731512,"threshold_uncertainty_score":0.99262464},"labels":[],"label_agreement":null},{"id":"W7071894230","doi":"","title":"University of Missouri--Columbia Chamber Music Series : the Esterhazy Quartet","year":2021,"lang":"en","type":"other","venue":"MOspace Institutional Repository (University of Missouri)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cello; Piano; Harmony (Music); Style (visual arts); Exposition (narrative); Violin; Piano sonata; Theme (computing); Key (lock); Romance","score_opus":0.010438588623120006,"score_gpt":0.16266901592258504,"score_spread":0.15223042729946504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071894230","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05930109,0.0041301595,0.0006878126,0.002148219,0.0011823014,0.0004458424,0.0004145934,0.00027136272,0.9314186],"genre_scores_gemma":[0.07607769,0.00046564877,0.0030706688,0.00013052535,0.00016260282,4.206603e-8,0.00022166006,0.000024539493,0.9198466],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986001,0.0001625192,0.00013441824,0.00039581425,0.00048272795,0.00022440724],"domain_scores_gemma":[0.9988174,0.00006371444,0.00040196299,0.00046104548,0.0001329651,0.00012290313],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001775282,0.00021007849,0.00038168413,0.000102237274,0.00069015106,0.000030194273,0.00050594157,0.0002764299,0.008443289],"category_scores_gemma":[0.000019177398,0.00024387396,0.00024563933,0.00025624596,0.0012378742,0.00015449632,0.0000745683,0.0002882061,0.000037792102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000928997,0.00007419638,0.010466967,0.0002416935,0.0002518839,0.0007540315,0.0015287062,0.0003250053,0.0001380302,0.000137997,0.98403925,0.0019493531],"study_design_scores_gemma":[0.00031981856,0.00008080072,0.009110966,0.00045884424,0.00011805477,0.00017864324,0.0047645345,0.00066646707,0.00010788599,0.00006029878,0.9838416,0.0002920849],"about_ca_topic_score_codex":0.11650282,"about_ca_topic_score_gemma":0.013386191,"teacher_disagreement_score":0.10311663,"about_ca_system_score_codex":0.000031937594,"about_ca_system_score_gemma":0.0004274578,"threshold_uncertainty_score":0.99448913},"labels":[],"label_agreement":null},{"id":"W7072102291","doi":"","title":"UMaine/ University of New Brunswick Graduate History Conference","year":2012,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Theme (computing); Graduate students; Event (particle physics); Higher education","score_opus":0.04016358412689216,"score_gpt":0.20105673349245878,"score_spread":0.16089314936556662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072102291","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46558216,0.001059899,0.022864792,0.0012340245,0.0006097575,0.0005069875,0.00089676684,0.0012937764,0.5059518],"genre_scores_gemma":[0.9905026,0.0002677056,0.0012860836,0.00017409553,0.000023742235,9.13359e-9,0.00011538996,0.000006621285,0.007623757],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875385,0.00006720809,0.0001729825,0.00024849683,0.00025845616,0.0004990065],"domain_scores_gemma":[0.99889266,0.00008709193,0.00018581888,0.0003698817,0.00007326323,0.00039127184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018464765,0.00020772415,0.00026649417,0.00044017896,0.00012366317,0.000014436004,0.0005773405,0.00008880509,0.0012616956],"category_scores_gemma":[0.000024899104,0.00023174859,0.00015456609,0.00043144694,0.00038507796,0.0006925383,0.000079499485,0.00023170008,0.00038578856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041966792,0.0002573358,0.40390632,0.00007863192,0.00017118549,0.00012998522,0.0014636907,0.00016139436,0.0001453152,0.010687742,0.3244045,0.25817424],"study_design_scores_gemma":[0.0004540515,0.00009054079,0.024965286,0.00004262334,0.00004377703,0.000018700823,0.000804001,0.0010892825,0.00054971396,0.00048692644,0.9710922,0.00036285084],"about_ca_topic_score_codex":0.017388366,"about_ca_topic_score_gemma":0.000577362,"teacher_disagreement_score":0.64668775,"about_ca_system_score_codex":0.00009806869,"about_ca_system_score_gemma":0.0004609575,"threshold_uncertainty_score":0.9996513},"labels":[],"label_agreement":null},{"id":"W7072140518","doi":"","title":"Ãtude géochimique et économique de la suite mafique et ultramafique de la Baie-à-Cadie au Lac Kénogami, Saguenay-Lac-St-Jean, Québec","year":2001,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Massif; Martinique; Nova scotia; Echelon formation","score_opus":0.0044554891726356315,"score_gpt":0.1643978827725821,"score_spread":0.15994239359994647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072140518","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031166475,0.0013242724,0.0016146838,0.025633128,0.00039462824,0.0005311171,0.0016270773,0.00010229491,0.93760633],"genre_scores_gemma":[0.49548206,0.013279324,0.010616978,0.06015856,0.00048370523,0.00003055207,0.00033707946,0.00021517804,0.41939658],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945085,0.0019726637,0.00064886356,0.0007697095,0.0010062678,0.0010939642],"domain_scores_gemma":[0.9948271,0.0032710738,0.0004917373,0.0004744068,0.000002482805,0.0009332084],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003487102,0.0007813442,0.00078407547,0.00013830511,0.00031480376,0.00019936735,0.0007994603,0.00041851163,0.0026302857],"category_scores_gemma":[0.000058529924,0.0007862784,0.000150424,0.00015891336,0.0007440728,0.00057926524,0.00013234135,0.0012502014,2.1892534e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009059481,0.00022012646,0.54971504,0.0015266067,0.0007068054,0.0020913186,0.0014100331,0.0033789724,0.004398504,0.16633722,0.21633108,0.052978344],"study_design_scores_gemma":[0.0006063943,0.00016243999,0.062354486,0.0010172994,0.00007618179,0.00016536684,0.0012035898,0.007818292,0.01620189,0.0045398595,0.90486336,0.0009908567],"about_ca_topic_score_codex":0.54416966,"about_ca_topic_score_gemma":0.37492663,"teacher_disagreement_score":0.6885323,"about_ca_system_score_codex":0.00007216793,"about_ca_system_score_gemma":0.008149466,"threshold_uncertainty_score":0.9994588},"labels":[],"label_agreement":null},{"id":"W7072275512","doi":"","title":"255 | What's Brewing in Toronto","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Christian ministry; Face-to-face; STREAMS","score_opus":0.0060385154249055556,"score_gpt":0.1784095568604524,"score_spread":0.17237104143554685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072275512","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010815454,0.0021064375,3.3606455e-7,0.00041450205,0.00035825817,0.00020945795,0.00006534205,0.00021409342,0.9966208],"genre_scores_gemma":[0.000906353,0.0018575551,0.0012625479,0.0026934796,0.00012732203,0.0000012793596,0.00025837377,0.000027887372,0.9928652],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988266,0.000056660265,0.00040816123,0.0001797872,0.00029253477,0.0002362201],"domain_scores_gemma":[0.9993571,0.000059505328,0.00026045745,0.00019786562,0.000025736219,0.00009933682],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016587469,0.00022366311,0.0003130315,0.0000501971,0.00003196356,0.00009781506,0.0003042211,0.00023313888,0.7232764],"category_scores_gemma":[0.000048693044,0.00021549208,0.000087656634,0.0000074152126,0.00007056283,0.0000010893087,0.000023921957,0.00020328365,0.00912194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021803844,0.000005685498,0.000027478167,0.00014447056,0.000011093465,0.000014766653,0.00012661908,0.000044713106,2.7307046e-8,0.0000021974358,0.9643159,0.03528524],"study_design_scores_gemma":[0.0001951679,0.00007828248,0.000035635872,0.0003593294,0.000011135361,0.000017863214,0.00060846435,0.00033175957,0.0000055680857,0.00000968919,0.99811053,0.00023656638],"about_ca_topic_score_codex":0.24056749,"about_ca_topic_score_gemma":0.015855309,"teacher_disagreement_score":0.7141544,"about_ca_system_score_codex":0.000022369699,"about_ca_system_score_gemma":0.000023822275,"threshold_uncertainty_score":0.99164957},"labels":[],"label_agreement":null},{"id":"W7072278879","doi":"","title":"Using fluorescence spectroscopy to measure the biodegradation of naphtha in Athabasca oil sands tailings ponds","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada's Oil Sands Innovation Alliance; Suncor Energy Incorporated","keywords":"Naphtha; Oil sands; Tailings; Asphalt; Biodegradation; Asphaltene; Petroleum; Phenanthrene; Fluorescence spectroscopy; Hydrocarbon","score_opus":0.011947392625694579,"score_gpt":0.20589104578593315,"score_spread":0.19394365316023857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072278879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96319157,0.00024059216,0.00014197605,0.01232236,0.0004923658,0.00023715437,0.00015174813,0.00017479985,0.023047462],"genre_scores_gemma":[0.8872701,0.001039721,0.021078585,0.00069684506,0.000123124,4.675312e-7,0.0029816765,0.000033344364,0.086776115],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984294,0.0001828474,0.0002036208,0.00045702327,0.00041862848,0.00030849178],"domain_scores_gemma":[0.99914646,0.00008925509,0.00021976596,0.00035105392,0.00007941052,0.00011403075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013196828,0.0002665198,0.00033588492,0.000557392,0.00020061161,0.000083201434,0.00059986906,0.00022534517,0.0006575441],"category_scores_gemma":[0.00004278789,0.00024293734,0.00014339888,0.001254141,0.0000785311,0.0008358219,0.000039450388,0.0004287074,0.00001606131],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002670419,0.0002633398,0.41921443,0.0012078045,0.00028191402,0.0006198747,0.013607305,0.00076969434,0.007038853,0.00065814494,0.51990044,0.03376781],"study_design_scores_gemma":[0.0014036847,0.00059909443,0.10483332,0.004514353,0.0003360913,0.0000063042053,0.04343212,0.0044327877,0.7353548,0.00046451535,0.10217502,0.0024479446],"about_ca_topic_score_codex":0.06509994,"about_ca_topic_score_gemma":0.0008464066,"teacher_disagreement_score":0.7283159,"about_ca_system_score_codex":0.00003175247,"about_ca_system_score_gemma":0.00042144276,"threshold_uncertainty_score":0.9906697},"labels":[],"label_agreement":null},{"id":"W7072285118","doi":"","title":"Vaccination and risk factors for bovine respiratory disease in dairy heifer calves","year":2010,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bovine respiratory disease; Colostrum; Vaccination; Incidence (geometry); Population; Herd; Herd immunity; Immune system; Diarrhea; Antibody","score_opus":0.013756279478923092,"score_gpt":0.22040084278847186,"score_spread":0.20664456330954878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072285118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978772,0.0006002087,0.00005073274,0.00019504684,0.00022037678,0.00025880686,0.00026303527,0.000035069188,0.00049955567],"genre_scores_gemma":[0.997285,0.00043780476,0.00016732705,0.000049747592,0.00003494402,1.0848965e-7,0.0007093268,0.000004317823,0.0013114443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936324,0.000067593624,0.000099597186,0.00020245234,0.00013805868,0.00012902825],"domain_scores_gemma":[0.99929446,0.00019738705,0.00019142625,0.0001829438,0.00006412322,0.00006963185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029797823,0.00012275227,0.00016985548,0.0001977258,0.00025454923,0.000013414271,0.00025923087,0.0001359911,0.00027370904],"category_scores_gemma":[0.00009289538,0.000106036176,0.000084050735,0.00011628784,0.00006579534,0.00018916758,0.000011506045,0.0002655378,0.000005217269],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031381398,0.00009048393,0.8079268,0.0007654441,0.00014826802,0.000018377137,0.011954065,0.000115615425,0.0017090193,0.00014465195,0.028879467,0.14510968],"study_design_scores_gemma":[0.00026122504,0.00007402334,0.9846484,0.000026234127,0.00009760163,1.2999996e-7,0.0032738217,0.0027781092,0.00008281223,0.0007987504,0.007828066,0.00013079231],"about_ca_topic_score_codex":0.015006667,"about_ca_topic_score_gemma":0.0029734976,"teacher_disagreement_score":0.17672166,"about_ca_system_score_codex":0.000006388851,"about_ca_system_score_gemma":0.00006961114,"threshold_uncertainty_score":0.9915525},"labels":[],"label_agreement":null},{"id":"W7072306457","doi":"","title":"Watch Those Who Wish Me Dead Full Movie Online Free","year":2020,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wish; Plot (graphics); Action (physics); Drama; Dead body; Shadow (psychology); Identity (music); Shot (pellet)","score_opus":0.016579584749783292,"score_gpt":0.23676560042313377,"score_spread":0.22018601567335047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072306457","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006435988,0.00004500727,0.00083948846,0.00234676,0.0006818548,0.0008176605,0.0007419576,0.0011831925,0.99270046],"genre_scores_gemma":[0.00081393734,0.001690741,0.009109892,0.0031342208,0.0005171881,0.000016713642,0.0006676181,0.0001686136,0.98388106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948274,0.00051222893,0.00062294345,0.0026358534,0.0007225631,0.00067903777],"domain_scores_gemma":[0.994556,0.00025867278,0.00046094976,0.004188343,0.00006455276,0.00047148624],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015411208,0.0006633534,0.0008409376,0.00024177317,0.00015525539,0.0001732594,0.0028823055,0.0006252835,0.85364485],"category_scores_gemma":[0.001268602,0.00065682136,0.00033368845,0.00032742874,0.00030947154,0.00020437673,0.00079784845,0.0010878844,0.69855213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055081306,0.00007182602,0.008596181,0.0001370323,0.0001200855,0.000060350467,0.00022484495,0.000043073294,0.00005996443,0.000050170096,0.9110355,0.07954593],"study_design_scores_gemma":[0.00039383533,0.000003998268,0.0015210182,0.00044390064,0.000089679095,0.000033832486,0.00007258348,0.003188911,0.00081135915,0.00235935,0.99036777,0.00071378966],"about_ca_topic_score_codex":0.013518774,"about_ca_topic_score_gemma":0.0010525855,"teacher_disagreement_score":0.15509272,"about_ca_system_score_codex":0.000038876227,"about_ca_system_score_gemma":0.00020105482,"threshold_uncertainty_score":0.9995883},"labels":[],"label_agreement":null},{"id":"W7072310152","doi":"","title":"Vol. 49: Graduate Students speak to Issues in Education","year":2024,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; University of Regina; Memorial University of Newfoundland","funders":"Wilfrid Laurier University; University of Calgary; Johns Hopkins University; U.S. Department of Education","keywords":"Graduate students; Higher education; Work (physics); Curriculum","score_opus":0.012123926970757343,"score_gpt":0.25838736465777806,"score_spread":0.24626343768702072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072310152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924664,0.0005833341,0.0019097846,0.0021501554,0.0014058916,0.00008637757,0.000015084102,0.000018836012,0.0013641184],"genre_scores_gemma":[0.99668694,0.00085102685,0.0004710626,0.0001327823,0.00028286528,9.0146965e-9,0.000015486596,0.0000024499382,0.0015574098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987853,0.0001891066,0.00026627188,0.00012553779,0.00048853946,0.00014520323],"domain_scores_gemma":[0.9992768,0.00013272701,0.00016674721,0.00016208121,0.00017845423,0.000083195184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222575,0.00010184741,0.00030115206,0.00080906914,0.00009131517,0.00005710035,0.00065152935,0.000038977032,0.00045289774],"category_scores_gemma":[0.000049908755,0.00007628517,0.00019778252,0.0011834928,0.00008530439,0.0002617086,0.000032429965,0.00022001352,0.00006166136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020563432,0.00032624757,0.6617344,0.000116295145,0.0031757231,0.00022978103,0.015299717,0.05028093,0.000509664,0.000112845526,0.09847157,0.16768649],"study_design_scores_gemma":[0.0014264305,0.00089151907,0.7421497,0.0005356809,0.004623408,0.00009737471,0.014775668,0.14309634,0.00010736517,0.0052755335,0.08636422,0.00065678085],"about_ca_topic_score_codex":0.05116021,"about_ca_topic_score_gemma":0.0069533684,"teacher_disagreement_score":0.16702971,"about_ca_system_score_codex":0.00005970857,"about_ca_system_score_gemma":0.0001484486,"threshold_uncertainty_score":0.9551582},"labels":[],"label_agreement":null},{"id":"W7072331938","doi":"","title":"Опыт эксплуатации теплообменников типа ALFA LAVAL в системе теплоснабжения на ТЭС","year":2015,"lang":"ru","type":"article","venue":"Электронный научный архив ТПУ: Главная страница (Tomsk Polytechnic University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Term (time); Component (thermodynamics)","score_opus":0.024771233289074605,"score_gpt":0.2004312412788517,"score_spread":0.1756600079897771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072331938","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14196843,0.026538944,0.015582126,0.033220183,0.017714614,0.0073519847,0.0047525815,0.013200062,0.73967105],"genre_scores_gemma":[0.85922724,0.006683674,0.0055294125,0.007367768,0.0018722443,0.000007649988,0.0010454538,0.00026439922,0.11800214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9874566,0.0011436138,0.0016666851,0.0031721257,0.0028119832,0.0037489496],"domain_scores_gemma":[0.99096817,0.00058375637,0.0012801171,0.0031751427,0.0008841757,0.0031086532],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0024969527,0.0022618494,0.0021930055,0.003348315,0.001833819,0.0007470776,0.004868621,0.0019066829,0.0049744626],"category_scores_gemma":[0.00050293433,0.0024655897,0.0012498782,0.004862634,0.0023258675,0.0030957395,0.0010487942,0.0030426588,0.006312405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019105894,0.0011293385,0.014105871,0.00036367733,0.00093392184,0.0034214158,0.0027962073,0.00076121103,0.0011060839,0.005719689,0.8234005,0.14435148],"study_design_scores_gemma":[0.004310592,0.0017647969,0.001522717,0.000653534,0.0008436248,0.00046245268,0.0046009473,0.0121252565,0.0063080788,0.0027680015,0.96122724,0.0034127885],"about_ca_topic_score_codex":0.025693893,"about_ca_topic_score_gemma":0.0010555437,"teacher_disagreement_score":0.7172588,"about_ca_system_score_codex":0.00081867335,"about_ca_system_score_gemma":0.0021706182,"threshold_uncertainty_score":0.99946564},"labels":[],"label_agreement":null},{"id":"W7072341433","doi":"","title":"Vivre comme immigrants gais au Québec : contraintes et possibilités de bien-être","year":2022,"lang":"fr","type":"other","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Gender relations; Social assistance","score_opus":0.024856904137755733,"score_gpt":0.24740826865352722,"score_spread":0.22255136451577148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072341433","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013834834,0.0048607546,0.0008544908,0.03167237,0.0011421199,0.0005806975,0.0009451282,0.00061576086,0.9454938],"genre_scores_gemma":[0.094826676,0.00056648994,0.0020076747,0.059827097,0.00025083503,0.000010636219,0.00046242398,0.00007902553,0.84196913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969162,0.0006004722,0.0004566931,0.0007144537,0.00041231193,0.0008998944],"domain_scores_gemma":[0.99813503,0.00064811454,0.00021873087,0.00059927366,0.0000469941,0.00035186662],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010191767,0.0005349131,0.0005844693,0.00030532535,0.0006497341,0.00013109008,0.00082904473,0.0003067498,0.5194585],"category_scores_gemma":[0.0001973546,0.0004513952,0.00030769382,0.00029180423,0.0004960573,0.00016932689,0.0000899593,0.0008313467,0.0016516979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003968729,0.000084210806,0.27177715,0.00007852952,0.00008244215,0.00007131782,0.0040455936,0.00003381274,0.000010264258,0.00034644108,0.6021083,0.12132224],"study_design_scores_gemma":[0.0003909136,0.0003188659,0.012131955,0.00014899834,0.00005950332,0.00011602076,0.0036145558,0.010110138,0.00011405728,0.00048216255,0.9719082,0.0006046256],"about_ca_topic_score_codex":0.93834656,"about_ca_topic_score_gemma":0.46581548,"teacher_disagreement_score":0.51780677,"about_ca_system_score_codex":0.00021524276,"about_ca_system_score_gemma":0.001541602,"threshold_uncertainty_score":0.99979377},"labels":[],"label_agreement":null},{"id":"W7072432479","doi":"","title":"Zuckerberg Facebook post about following up on FB First Quarter Results","year":2018,"lang":"en","type":"article","venue":"e-Publications@Marquette (Marquette University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); The Internet; Data collection; Social media; Population","score_opus":0.013372213611669948,"score_gpt":0.20436042174109115,"score_spread":0.1909882081294212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072432479","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06044583,0.00005348305,0.0011160646,0.075905494,0.0017699637,0.0011673821,0.0014884139,0.0018047146,0.8562487],"genre_scores_gemma":[0.80920744,0.00012472217,0.0028894716,0.024357336,0.0006991462,0.000006966358,0.004024191,0.00003458145,0.15865614],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720013,0.00020816743,0.00042178296,0.0009151241,0.00053711043,0.000717672],"domain_scores_gemma":[0.99762833,0.00033761942,0.00027320793,0.0010122203,0.00039654205,0.0003520986],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005786385,0.0003975893,0.00031965753,0.0011923541,0.0013117364,0.00026648643,0.0010699285,0.00023837769,0.0051330095],"category_scores_gemma":[0.00025612416,0.00040781213,0.00027514886,0.0014035769,0.0003868989,0.0011881592,0.000071671086,0.00045254803,0.00494661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023403337,0.00005563438,0.006699468,0.0000123653335,0.00009297218,0.000035557114,0.0006334417,0.000015675752,0.00005902985,0.0011135687,0.9804098,0.010638462],"study_design_scores_gemma":[0.00094457227,0.00031608978,0.016902592,0.0000701603,0.000051788855,0.000018278512,0.00040125818,0.0010184447,0.0010179396,0.00011790043,0.9786088,0.00053220487],"about_ca_topic_score_codex":0.002364544,"about_ca_topic_score_gemma":0.00056158873,"teacher_disagreement_score":0.7487616,"about_ca_system_score_codex":0.000099010176,"about_ca_system_score_gemma":0.00019505082,"threshold_uncertainty_score":0.99998844},"labels":[],"label_agreement":null},{"id":"W7072434289","doi":"","title":"Англомовне винниченкознавство: монографія Миколи Сороки","year":2014,"lang":"uk","type":"article","venue":"The scientific electronic library of periodicals of the National Academy of Sciences of Ukraine (National Academy of Sciences of Ukraine)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Natural (archaeology); Process (computing)","score_opus":0.03321868081055166,"score_gpt":0.27909201567376934,"score_spread":0.2458733348632177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072434289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8648492,0.012919542,0.00007216872,0.09095403,0.0004981481,0.0015098354,0.0019963414,0.000084251915,0.027116457],"genre_scores_gemma":[0.9922462,0.0010358018,0.0032428743,0.0018309733,0.00025116614,0.000006190795,0.000020911399,0.000016877882,0.0013489752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.98360354,0.0009598335,0.0033511084,0.0013461623,0.009516861,0.0012224904],"domain_scores_gemma":[0.9902433,0.0034179024,0.0051069544,0.0002140187,0.00075007544,0.00026775396],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.021566298,0.0006255868,0.0014077476,0.0017311655,0.0015158922,0.0001550736,0.009666828,0.00050857087,0.001435076],"category_scores_gemma":[0.003109707,0.00040786655,0.0009035068,0.00636542,0.04346173,0.0028221256,0.0008000603,0.0011870819,0.000014548462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000598858,0.0014662796,0.00908876,0.0018358117,0.0005736061,2.170757e-7,0.004141093,0.026746524,0.18699217,0.68298936,0.0644703,0.021097044],"study_design_scores_gemma":[0.0015253944,0.0017425596,0.02904314,0.0016133718,0.0002018687,0.000055668464,0.0008201045,0.10853345,0.4939729,0.3233217,0.038216464,0.000953388],"about_ca_topic_score_codex":0.00035816303,"about_ca_topic_score_gemma":0.000001856482,"teacher_disagreement_score":0.35966763,"about_ca_system_score_codex":0.000051117913,"about_ca_system_score_gemma":0.0026696264,"threshold_uncertainty_score":0.99983734},"labels":[],"label_agreement":null},{"id":"W7072600865","doi":"","title":"A 10-Year Follow-Up of Urinary and Fecal Incontinence among the Oldest Old in the Community: The Canadian Study of Health and Aging","year":2005,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urinary system; Fecal incontinence; Epidemiology; Urinary incontinence; Geriatrics; Population ageing; Population","score_opus":0.022676014462780253,"score_gpt":0.2198338008486269,"score_spread":0.19715778638584663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072600865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749081,0.000017899432,0.0000021275234,0.0015403413,0.000017434284,0.00042728081,0.000012946289,0.000014890682,0.023058962],"genre_scores_gemma":[0.9968588,0.002517565,0.000043440923,0.0005322855,0.000009286734,3.5482176e-7,0.0000050794874,0.000002172755,0.00003102568],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986606,0.0007458039,0.00013572768,0.0001216643,0.00014860935,0.00018754625],"domain_scores_gemma":[0.9992814,0.00025964528,0.00010407498,0.00027645865,0.000030329737,0.000048079248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011218423,0.000092935225,0.00014476926,0.0012745523,0.0005587165,0.00003423712,0.00045586622,0.00003027107,0.000019807912],"category_scores_gemma":[0.00003955833,0.000055537595,0.000023416711,0.0016644073,0.0002938554,0.00019699986,0.000060799666,0.0003037446,9.950605e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007155682,0.000115302144,0.8121042,0.00003642722,0.000025429841,0.000015960299,0.10463215,0.000022800103,1.9466185e-7,0.000069313726,0.00053307845,0.0823736],"study_design_scores_gemma":[0.0015949382,0.0013255453,0.36117613,0.00013594446,0.000044150787,0.000026243533,0.13666011,0.0038614154,0.00001958802,0.00000416238,0.49495208,0.00019968083],"about_ca_topic_score_codex":0.97928876,"about_ca_topic_score_gemma":0.91900665,"teacher_disagreement_score":0.494419,"about_ca_system_score_codex":0.000018565734,"about_ca_system_score_gemma":0.00019189056,"threshold_uncertainty_score":0.4297252},"labels":[],"label_agreement":null},{"id":"W7072663246","doi":"","title":"رسالة إلى أهالي أسرى البيشمركة | ولاية نينوى","year":2022,"lang":"ar","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brother; Islam; Supporter; State (computer science); Hinduism","score_opus":0.006333494519734425,"score_gpt":0.1707822345571746,"score_spread":0.16444874003744017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072663246","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002880903,0.0019556847,3.7919034e-7,0.0012191478,0.0011899729,0.00062916434,0.00087926583,0.0003777466,0.99346054],"genre_scores_gemma":[0.0017787515,0.0020280948,0.0015118093,0.0039984407,0.0003238683,0.000010053922,0.0013963069,0.00006787997,0.9888848],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959991,0.00033517496,0.0012247813,0.0005303404,0.0011468077,0.00076382456],"domain_scores_gemma":[0.9974621,0.00022684665,0.0010413869,0.0007791292,0.0001804572,0.0003100868],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00085582345,0.0007029402,0.00080114225,0.00024278351,0.00046190477,0.00017652761,0.0011037097,0.00052151585,0.968292],"category_scores_gemma":[0.00020175727,0.0006975267,0.00040304038,0.000033627595,0.0004007269,0.0000010323374,0.00018302737,0.00093478366,0.14415477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013180239,0.000044038803,0.00009013923,0.00038860724,0.00009076753,0.00005334346,0.0004396082,0.00080357475,1.6953074e-7,0.000013714036,0.9804628,0.01748143],"study_design_scores_gemma":[0.0005456973,0.00049407425,0.00006615664,0.00020318365,0.0001018502,0.0001901428,0.0009112986,0.00087647606,0.00002090707,0.00003914277,0.9957673,0.00078380114],"about_ca_topic_score_codex":0.062398843,"about_ca_topic_score_gemma":0.00063220435,"teacher_disagreement_score":0.8241372,"about_ca_system_score_codex":0.000066328175,"about_ca_system_score_gemma":0.00012078276,"threshold_uncertainty_score":0.9995476},"labels":[],"label_agreement":null},{"id":"W7072762364","doi":"","title":"المكلومون في سبيل الله ولاية الفرات","year":2022,"lang":"ar","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brother; Islam; State (computer science); Supporter; Spanish Civil War","score_opus":0.0063598591911003186,"score_gpt":0.17088759079806007,"score_spread":0.16452773160695974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072762364","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029116787,0.0013834153,3.2348652e-7,0.0009098279,0.0011524049,0.0006290181,0.0007186642,0.0003485074,0.9945667],"genre_scores_gemma":[0.0031335815,0.001416041,0.0011904956,0.004003134,0.00027473713,0.000009672438,0.0012370825,0.00006400039,0.98867124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99616927,0.00031772492,0.0011887688,0.0005064184,0.0010891624,0.0007286833],"domain_scores_gemma":[0.9974343,0.00030580623,0.001034437,0.0007507511,0.00016831982,0.00030637134],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008161985,0.00066737126,0.00076672283,0.00022993774,0.00044674252,0.00016781445,0.001088249,0.00049506756,0.9756292],"category_scores_gemma":[0.00020315745,0.00066194905,0.00038978475,0.000030469699,0.00038939118,9.339358e-7,0.0001791707,0.00088923,0.16276053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013159256,0.000042215077,0.000112559595,0.00039780542,0.00008382084,0.00005319208,0.0004160134,0.0006931737,1.4964195e-7,0.000014451357,0.98255116,0.015503862],"study_design_scores_gemma":[0.00054866145,0.00048590032,0.00004928871,0.00020478171,0.000101271915,0.00019187006,0.0009296246,0.0006971721,0.00001922978,0.00003647043,0.99598914,0.0007465594],"about_ca_topic_score_codex":0.045659717,"about_ca_topic_score_gemma":0.0006604096,"teacher_disagreement_score":0.8128687,"about_ca_system_score_codex":0.00006054816,"about_ca_system_score_gemma":0.0001200378,"threshold_uncertainty_score":0.9995832},"labels":[],"label_agreement":null},{"id":"W7073030041","doi":"","title":"金 Money Spells +27681786737 }} 100% Guaranteed Results Money Spells That Work Overnight In @@ Randburg }} South Africa","year":2021,"lang":"ja","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Money measurement concept; Endogenous money; Velocity of money; Moneyness; Money market; Electronic money","score_opus":0.023110462818207177,"score_gpt":0.2273328359572032,"score_spread":0.20422237313899602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073030041","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013278298,0.00035284102,0.00031167336,0.0006944813,0.0019885064,0.0022311457,0.0007323241,0.00026261347,0.98014814],"genre_scores_gemma":[0.07475076,0.0027036883,0.0021318588,0.0009671936,0.00042725084,0.000010592049,0.00047466683,0.00020095916,0.91833305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9849053,0.0025958314,0.0021606754,0.0064239088,0.0018673113,0.0020469732],"domain_scores_gemma":[0.98895216,0.0013896419,0.0015853841,0.007060345,0.00018688804,0.00082559185],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.008313016,0.001696646,0.0022735428,0.0011873733,0.0002503373,0.0007388528,0.0035159732,0.0017147393,0.9035349],"category_scores_gemma":[0.002440892,0.0017553964,0.0009524335,0.0015530024,0.0007503442,0.0004113666,0.0013201222,0.0027539455,0.91137654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024548364,0.00064938224,0.08537573,0.0004462986,0.0005924794,0.0010538014,0.015236998,0.0018251037,0.00029027555,0.000025337902,0.87505317,0.016996594],"study_design_scores_gemma":[0.0032471544,0.000007699674,0.011686896,0.0031623351,0.00021738163,0.000064903616,0.0013255167,0.003410171,0.0059176176,0.0006230616,0.96828485,0.0020523914],"about_ca_topic_score_codex":0.009650056,"about_ca_topic_score_gemma":0.0002920812,"teacher_disagreement_score":0.09323171,"about_ca_system_score_codex":0.0002947228,"about_ca_system_score_gemma":0.00062869024,"threshold_uncertainty_score":0.9995812},"labels":[],"label_agreement":null},{"id":"W7073524419","doi":"","title":"Removing Barriers? An Overview of the Canadian Access to Medicines Regime","year":2008,"lang":"en","type":"other","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Legislation; Work (physics); Access to medicines","score_opus":0.02561367840191136,"score_gpt":0.2162819428976428,"score_spread":0.19066826449573143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073524419","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013663134,0.0009316635,0.0000073383135,0.011861574,0.00077673787,0.000646285,0.0012683249,0.0006313712,0.9825104],"genre_scores_gemma":[0.014706803,0.0013275613,0.00076061266,0.011521534,0.00029165533,4.3653546e-7,0.00075928145,0.00017280986,0.9704593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759346,0.00017772405,0.00029710456,0.0006984223,0.000580912,0.0006523467],"domain_scores_gemma":[0.997358,0.00006253503,0.0003271757,0.0010742979,0.000056147986,0.0011218484],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011800992,0.0004889989,0.00059674034,0.0010879908,0.00046991883,0.00018721823,0.0027527034,0.00040990315,0.013188988],"category_scores_gemma":[0.00009371431,0.0003988884,0.00025266444,0.0014307948,0.00050304,0.0017288026,0.0002423774,0.00039636242,0.00013360748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016670345,0.000008530351,0.04638943,0.000056655288,0.000043703592,0.00007313668,0.00012347213,0.000008770283,6.598102e-7,0.00018117737,0.9480868,0.005010973],"study_design_scores_gemma":[0.0001687231,0.00006785477,0.01035105,0.00046811372,0.00004109794,0.000017627413,0.00014932104,0.00008770532,0.00015472845,0.00019819195,0.9877923,0.00050326367],"about_ca_topic_score_codex":0.2915853,"about_ca_topic_score_gemma":0.11687847,"teacher_disagreement_score":0.17470683,"about_ca_system_score_codex":0.000042515927,"about_ca_system_score_gemma":0.0013587252,"threshold_uncertainty_score":0.9998463},"labels":[],"label_agreement":null},{"id":"W7073529770","doi":"","title":"Human rights-based approaches to climate litigation. A critical perspective of the Athabaskan Petition","year":2024,"lang":"en","type":"book-chapter","venue":"Repository@Hull (Worktribe) (University of Hull)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human rights; Context (archaeology); Commission; Perspective (graphical); Indigenous; International human rights law; International law; Indigenous rights; Treaty","score_opus":0.030191700620278535,"score_gpt":0.2051642793087858,"score_spread":0.17497257868850727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073529770","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010309047,0.000952462,0.00046137683,0.003792025,0.000744943,0.0007279681,0.00076928426,0.00027997387,0.9819629],"genre_scores_gemma":[0.91317934,0.0000128723,0.0017226249,0.00012918895,0.00017608699,3.023997e-7,0.00013435252,0.000017299259,0.08462793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827313,0.00007764554,0.00026732252,0.0005598912,0.00055552,0.00026647872],"domain_scores_gemma":[0.9987604,0.00012310952,0.00025168437,0.00049518805,0.00022138811,0.00014825254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024947055,0.00029113825,0.00042252825,0.00030886882,0.00069564086,0.000049143237,0.0005369699,0.00028661275,0.00066257175],"category_scores_gemma":[0.00001336155,0.00025842525,0.00043205096,0.00015461502,0.00067031203,0.00015100116,0.00008411053,0.0004890597,0.00007814269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036973084,0.00017643582,0.0025414105,0.0014159052,0.0004777718,0.00033704366,0.0042111157,0.00069469085,0.00027000884,0.9440367,0.043713104,0.0017560347],"study_design_scores_gemma":[0.0019684657,0.0031068772,0.011482115,0.013471033,0.003565817,0.00029972018,0.010405137,0.023099985,0.011835038,0.40188473,0.51468855,0.004192492],"about_ca_topic_score_codex":0.004502462,"about_ca_topic_score_gemma":0.0003308899,"teacher_disagreement_score":0.9028703,"about_ca_system_score_codex":0.000087980115,"about_ca_system_score_gemma":0.000105957115,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W7073534755","doi":"","title":"Minimally invasive management of dental caries Contemporary teaching of posterior resin-based composite placement in US and Canadian dental schools","year":2011,"lang":"en","type":"article","venue":"Explore Bristol Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Posterior teeth; Dental restoration; Dental education; Resin composite; Oral cavity","score_opus":0.09628092893125625,"score_gpt":0.2993926420426753,"score_spread":0.20311171311141904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073534755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888335,0.0006976037,0.0000054647453,0.00015178898,0.000044105436,0.00039864497,0.00008839364,0.000013159642,0.009767365],"genre_scores_gemma":[0.99728245,0.000040484138,0.0023598438,0.00014258017,0.000007103718,0.000005751898,0.00007129225,0.0000054240822,0.00008510278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837047,0.0002850702,0.00030658997,0.00024845952,0.00046140558,0.00032803568],"domain_scores_gemma":[0.99936575,0.000109150584,0.000074975935,0.00018716532,0.00007140052,0.00019157743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010076688,0.00011038445,0.0002016397,0.0005876591,0.000148052,0.00003584101,0.00029898112,0.000048812926,0.00012611333],"category_scores_gemma":[0.00004503827,0.00010667335,0.000033866396,0.00018470226,0.00032665976,0.00019899211,0.000056056877,0.0002996602,0.000011236696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004374667,0.000041387753,0.9886078,0.00014545866,0.000023531355,0.0002525255,0.0019153014,0.0000050520352,0.0004951905,0.000015479785,0.003325476,0.004735296],"study_design_scores_gemma":[0.0013024447,0.0009518563,0.9061697,0.0010175791,0.0000112372945,0.00002025638,0.03953701,0.0011797087,0.048173647,0.0001502132,0.0012107611,0.00027558327],"about_ca_topic_score_codex":0.61093897,"about_ca_topic_score_gemma":0.051936813,"teacher_disagreement_score":0.55900216,"about_ca_system_score_codex":0.000049518636,"about_ca_system_score_gemma":0.00032605193,"threshold_uncertainty_score":0.96536285},"labels":[],"label_agreement":null},{"id":"W7073540481","doi":"","title":"Citizenship in transformation in Canada","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.0181643458638945,"score_gpt":0.17308888871890069,"score_spread":0.15492454285500618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073540481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7061965,0.00007884869,0.000043682623,0.0019259513,0.000055929304,0.000046461068,0.0000037578172,0.000022072929,0.29162678],"genre_scores_gemma":[0.9972927,0.000032689964,0.00012606863,0.002309053,0.0000037376772,1.9158269e-7,0.000006335273,3.9862414e-7,0.00022881074],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996679,0.000016380276,0.0000888117,0.000050062223,0.000073237905,0.000103615035],"domain_scores_gemma":[0.99991274,0.000022705039,0.0000069140756,0.000034032855,0.0000027600845,0.000020868078],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007118993,0.000029914676,0.00004086865,0.00006143302,0.000011091046,0.000005960331,0.000047675727,0.000011281408,0.0048828404],"category_scores_gemma":[0.000005126234,0.000025228628,0.000005399771,0.00012391838,0.00000588006,0.00007019575,4.8159836e-7,0.000054328833,0.00004701925],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025023196,0.0000021488304,0.72678024,0.0000049700075,4.999714e-7,0.000012643794,0.00026711315,0.0003122022,0.0000018725094,0.000043251293,0.048545655,0.2240269],"study_design_scores_gemma":[0.00027801344,0.000016303477,0.40359688,0.000017638693,5.448347e-7,0.0000065466884,0.00071019115,0.5845328,0.00076386763,0.0014717251,0.008475844,0.0001296253],"about_ca_topic_score_codex":0.98772097,"about_ca_topic_score_gemma":0.97602737,"teacher_disagreement_score":0.58422065,"about_ca_system_score_codex":0.000015111455,"about_ca_system_score_gemma":0.000027651873,"threshold_uncertainty_score":0.9960268},"labels":[],"label_agreement":null},{"id":"W7073547410","doi":"","title":"Review of Detection of Brucella spp. by Polymerase Chain Reaction","year":2010,"lang":"en","type":"article","venue":"University of Zagreb University Computing Centre (SRCE)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Brucella; Polymerase chain reaction; Multiplex polymerase chain reaction; Biovar; Identification (biology); Brucellosis; Typing","score_opus":0.0037360221953902503,"score_gpt":0.15902706221798077,"score_spread":0.15529104002259053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073547410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936701,0.00070182316,0.0016935475,0.00028132522,0.00022799085,0.00014045686,0.00007756534,0.00007762624,0.0031295854],"genre_scores_gemma":[0.9969411,0.0014592067,0.00092071434,0.00009045473,0.0000148700055,8.6578444e-13,0.000055797238,0.00000228353,0.0005155633],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991649,0.000108670196,0.00015267386,0.00021276229,0.00019661277,0.00016437731],"domain_scores_gemma":[0.99906254,0.00009855349,0.00038630335,0.0002112799,0.00015360549,0.000087740766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026721708,0.000112942704,0.00025603196,0.00017665107,0.00016983137,0.0000028171144,0.00030360496,0.00009240818,0.00047196724],"category_scores_gemma":[0.00002921177,0.00013684886,0.00013247074,0.0003204664,0.00023338773,0.00015105798,0.000044081637,0.00020420807,0.000013651662],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075741333,0.000540862,0.019038264,0.005377979,0.00032047924,0.00008646629,0.02954043,0.0001456671,0.23879692,0.00025229141,0.06056114,0.6445821],"study_design_scores_gemma":[0.0052108304,0.0010457385,0.029752389,0.009377041,0.00096687605,0.00011167638,0.19070497,0.08489951,0.43055737,0.00010604341,0.2451962,0.0020713597],"about_ca_topic_score_codex":0.018298024,"about_ca_topic_score_gemma":0.00030371288,"teacher_disagreement_score":0.6425107,"about_ca_system_score_codex":0.00001483895,"about_ca_system_score_gemma":0.000043482138,"threshold_uncertainty_score":0.9882392},"labels":[],"label_agreement":null},{"id":"W7073553549","doi":"","title":"Virulence characterization of international collections of the wheat stripe rust pathogen, Puccinia striiformis f. sp. tritici","year":2013,"lang":"en","type":"article","venue":"Repository of the Academy's Library (Library of the Hungarian Academy of Sciences)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stripe rust; Virulence; Puccinia striiformis; Rust (programming language); Race (biology); Pathogenicity","score_opus":0.012336257647167467,"score_gpt":0.20156451697312003,"score_spread":0.18922825932595255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073553549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96493554,0.00043478663,0.000018058063,0.023790335,0.0007697505,0.00080039114,0.00046685577,0.00006126718,0.008723005],"genre_scores_gemma":[0.993079,0.00039136515,0.0010969915,0.0013691513,0.00013021984,0.0000039288025,0.0000095295,0.000010765845,0.0039090174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968432,0.00041622855,0.0011153882,0.00035612704,0.0009841301,0.00028489993],"domain_scores_gemma":[0.9977553,0.00024436065,0.0015475893,0.00032268272,0.000038172424,0.00009188473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044534248,0.0002235626,0.00041226164,0.00027840777,0.0005451422,0.00006659404,0.0038298082,0.0002585244,0.0005581799],"category_scores_gemma":[0.000074089156,0.00012955844,0.00035259168,0.0016828516,0.0021422715,0.003560379,0.00041988547,0.0005394794,0.000002670521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012330152,0.00014304079,0.43917152,0.00024934544,0.000109863824,1.7475595e-7,0.0005343256,0.00046704424,0.522854,0.0015254796,0.029538274,0.0052836835],"study_design_scores_gemma":[0.0001860726,0.000066567685,0.34236646,0.00037960394,0.000034546607,0.000016211487,0.00014255628,0.0042465036,0.6443298,0.0020830422,0.0060330387,0.00011563277],"about_ca_topic_score_codex":0.0002265812,"about_ca_topic_score_gemma":1.965658e-7,"teacher_disagreement_score":0.1214758,"about_ca_system_score_codex":0.0000066351986,"about_ca_system_score_gemma":0.00024566188,"threshold_uncertainty_score":0.7893289},"labels":[],"label_agreement":null},{"id":"W7073553833","doi":"","title":"The 2014 Ontario Child Health Study Emotional Behavioural Scales (OCHS-EBS) Part I: A Checklist for Dimensional Measurement of Selected DSM-5 Disorders","year":2019,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Discriminant validity; Checklist; Anxiety; Psychometrics; Categorical variable; Reliability (semiconductor); Mental health; Population","score_opus":0.05816755728789812,"score_gpt":0.26710334761777443,"score_spread":0.2089357903298763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073553833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970951,0.00015709068,0.00008403946,0.00094077893,0.000354985,0.0009820119,0.0000963773,0.00009213837,0.00019746454],"genre_scores_gemma":[0.9961483,0.000024808574,0.000047018853,0.0003600227,0.000033564364,0.000001139465,0.00015151432,0.000010180769,0.0032234916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764293,0.00028095138,0.00034457174,0.00047749726,0.0007765657,0.00047745457],"domain_scores_gemma":[0.9987452,0.00011776537,0.0002931161,0.00038031218,0.00027871298,0.00018491775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010756492,0.0002553749,0.00031733542,0.00020432673,0.0006784033,0.00011825873,0.00060152984,0.00008355451,0.00016009407],"category_scores_gemma":[0.000027070311,0.00021273679,0.00015284268,0.00026347488,0.00014790447,0.0005765155,0.0000660798,0.00040044254,0.000060677998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019004995,0.00014907875,0.99767053,0.000017870174,0.00006302673,0.0000020036457,0.00024380325,0.00008300948,0.000007724348,0.0000058204523,0.00014691133,0.0014201531],"study_design_scores_gemma":[0.0011626758,0.0007669753,0.9886914,0.000117982265,0.000040467043,0.000007521299,0.00041240442,0.00001383047,0.00009931624,0.00004328635,0.0084049245,0.00023923515],"about_ca_topic_score_codex":0.004244446,"about_ca_topic_score_gemma":0.26797107,"teacher_disagreement_score":0.26372662,"about_ca_system_score_codex":0.00013593874,"about_ca_system_score_gemma":0.0003400989,"threshold_uncertainty_score":0.8675155},"labels":[],"label_agreement":null},{"id":"W7073554588","doi":"","title":"Allogeneic Endometrial Regenerative Cells: An \"Off the Shelf Solution\" for Critical Limb Ischemia?","year":2008,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Critical limb ischemia; Regenerative medicine; Stem cell; Bone marrow; Clinical trial; Adverse effect; Amputation; Disease; Off the shelf","score_opus":0.1201405753100595,"score_gpt":0.3077494457303892,"score_spread":0.1876088704203297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073554588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109876,0.00040825774,0.005658156,0.0009595897,0.0006716852,0.00039424602,0.0001865608,0.00024549477,0.0003772632],"genre_scores_gemma":[0.99297947,0.00020426595,0.0011735925,0.0018588408,0.00040805456,0.0000013193877,0.0001392009,0.000015099297,0.0032201302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978183,0.00037986547,0.00024621843,0.0005878979,0.00039210904,0.0005756072],"domain_scores_gemma":[0.9983166,0.0005934432,0.000112979105,0.00048755528,0.00019505032,0.0002943597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005844558,0.00028550782,0.000280324,0.0003484148,0.0011552558,0.00018053617,0.00092515146,0.00020383447,0.00014682648],"category_scores_gemma":[0.00018206326,0.00023985206,0.00020050257,0.00045789592,0.0005209676,0.0015497875,0.00007417423,0.00045504884,0.0001594778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006744481,0.00013960297,0.98363274,0.000034876193,0.00008981761,0.00021104074,0.0007888549,0.00010255217,0.0052909483,0.000106696694,0.00033716555,0.008591256],"study_design_scores_gemma":[0.005271433,0.0033518935,0.43864554,0.00014608465,0.00041422714,0.0005329107,0.0014268933,0.00064133503,0.34040126,0.0009887565,0.20583521,0.0023444358],"about_ca_topic_score_codex":0.00007271685,"about_ca_topic_score_gemma":0.00038414248,"teacher_disagreement_score":0.5449872,"about_ca_system_score_codex":0.00004032498,"about_ca_system_score_gemma":0.0001536457,"threshold_uncertainty_score":0.9780883},"labels":[],"label_agreement":null},{"id":"W7073556398","doi":"","title":"Genetic analysis of vitamin D related genes in Canadian multiple sclerosis patients. Canadian Collaborative Study Group.","year":2000,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gene; Candidate gene; Genetic linkage; Microsatellite; Genetic association; Genetic analysis; Multiple sclerosis; Linkage (software); Genetic variation","score_opus":0.01888968705709529,"score_gpt":0.21098528401861968,"score_spread":0.1920955969615244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073556398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97525793,0.000042874046,0.000030018393,0.00021370547,0.000026879281,0.00065095426,0.0019229286,0.000026322501,0.021828407],"genre_scores_gemma":[0.99622345,0.0010184688,0.0014870854,0.000030841067,0.0000040588393,1.0433337e-7,0.00049262925,0.000006245784,0.0007370936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970173,0.00075753656,0.00022575162,0.0005379851,0.00058542244,0.0008759776],"domain_scores_gemma":[0.9980597,0.00027785613,0.000112340625,0.00042445364,0.00034717796,0.0007784857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000718989,0.00019871094,0.00047397843,0.004530726,0.0007629644,0.000024726649,0.0010360657,0.00012568272,0.0030987062],"category_scores_gemma":[0.000057085665,0.00025032068,0.00016608588,0.005216298,0.0007150333,0.00044355865,0.00007318047,0.00041415158,0.00001745047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024331929,0.00013443759,0.9520235,0.000010900826,0.0002869637,0.00012102672,0.003634788,0.0013856265,0.000011443783,0.000028308346,0.0008978322,0.04122183],"study_design_scores_gemma":[0.0011924584,0.00058925746,0.91250026,0.00003173004,0.00013764009,4.6361316e-7,0.01720026,0.028930362,0.000008097612,0.00005425751,0.039127998,0.0002272089],"about_ca_topic_score_codex":0.98686284,"about_ca_topic_score_gemma":0.99466544,"teacher_disagreement_score":0.040994626,"about_ca_system_score_codex":0.0002515662,"about_ca_system_score_gemma":0.00091482286,"threshold_uncertainty_score":0.9999949},"labels":[],"label_agreement":null},{"id":"W7073557200","doi":"","title":"Beyond barriers in studying disparities in women's access to health services in Ontario, Canada: a qualitative metasynthesis","year":2016,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Health equity; Health care; Qualitative analysis; Politics; Health services; Social determinants of health","score_opus":0.015182579971672503,"score_gpt":0.18965000714332594,"score_spread":0.17446742717165345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073557200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712748,0.00004605897,0.000023914956,0.0030809634,0.00008639528,0.00028694415,0.0006368033,0.00010205756,0.024462076],"genre_scores_gemma":[0.9919502,0.000037689857,0.00019731816,0.0021149516,0.0000064651035,1.5896627e-7,0.000055366247,0.000006697979,0.0056311237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810964,0.00027597285,0.00021382389,0.000497712,0.00026646035,0.00063638296],"domain_scores_gemma":[0.99887085,0.00037741658,0.00010866927,0.00020415042,0.000013364258,0.00042553258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001606795,0.00023475409,0.0003922463,0.001225778,0.00017192635,0.00016122316,0.00095694384,0.000073029354,0.0006793108],"category_scores_gemma":[0.00001708187,0.00023175892,0.00005231284,0.0015864909,0.00012348701,0.004647545,0.00019826334,0.00022026068,0.00001485151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048221322,0.000038358317,0.9766332,0.000034081644,0.000025769396,0.00033667937,0.009322025,0.00013183565,5.260745e-7,0.00039997714,0.0050814105,0.007513926],"study_design_scores_gemma":[0.001650131,0.00022660731,0.48594278,0.00072337704,0.00000909445,0.000002876825,0.23147479,0.00008625969,0.000051066447,0.0011805311,0.27784196,0.000810528],"about_ca_topic_score_codex":0.9370207,"about_ca_topic_score_gemma":0.95644873,"teacher_disagreement_score":0.49069044,"about_ca_system_score_codex":0.0007040466,"about_ca_system_score_gemma":0.0015077612,"threshold_uncertainty_score":0.94508547},"labels":[],"label_agreement":null},{"id":"W7073562125","doi":"","title":"From Love Canal to Environmental Justice: The Politis of Harardous Waste on the Canada - U.S. Border","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Context (archaeology); Work (physics); Settlement (finance)","score_opus":0.013005340012343434,"score_gpt":0.19867866027092637,"score_spread":0.18567332025858294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073562125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65961194,0.0000035863868,0.000031346113,0.008177287,0.00051728793,0.00051330944,0.0070334207,0.00010437361,0.32400748],"genre_scores_gemma":[0.9930226,0.0026717354,0.0000821238,0.0035244657,0.00010526662,2.699363e-7,0.00018553283,0.0000056845743,0.0004023193],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990044,0.000093700735,0.00009405374,0.00022047333,0.00030922104,0.00027815398],"domain_scores_gemma":[0.99930215,0.00026454928,0.000058542915,0.0002910527,0.000010742484,0.00007297851],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009835717,0.00012421749,0.00011245075,0.000981783,0.00019505173,0.000022079506,0.00048179994,0.000034357814,0.00250596],"category_scores_gemma":[0.000035838824,0.0000828715,0.000050339,0.001933661,0.00009525397,0.00008033456,0.000052498624,0.00015424537,0.0001794353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024643802,0.000048550763,0.0059199994,0.000024974235,0.0002051716,0.00042933732,0.011537891,0.0012847888,0.000019238192,0.00022585041,0.813982,0.16607574],"study_design_scores_gemma":[0.00010946192,0.00006625168,0.0033243208,0.000018187795,0.000039264978,0.0000019336135,0.0076473444,0.0029938887,0.00066392275,0.000002177257,0.9850172,0.00011608055],"about_ca_topic_score_codex":0.9929288,"about_ca_topic_score_gemma":0.7695271,"teacher_disagreement_score":0.33341068,"about_ca_system_score_codex":0.000058011712,"about_ca_system_score_gemma":0.00041262878,"threshold_uncertainty_score":0.9984059},"labels":[],"label_agreement":null},{"id":"W7073566582","doi":"","title":"High levels of fatty acids delay the recovery of intracellular pH and cardiac efficiency in post-ischemic hearts by inhibiting glucose oxidation","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intracellular pH; Intracellular; Glycolysis; Fatty acid; Insulin","score_opus":0.010515436243455339,"score_gpt":0.18976236642258476,"score_spread":0.17924693017912943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073566582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99601716,0.0011217524,0.00024164064,0.0004929135,0.000062638894,0.00010868598,0.00007856889,0.000017811308,0.0018588445],"genre_scores_gemma":[0.9980333,0.00022931388,0.0014511236,0.00016642924,0.000013824405,6.1443984e-7,0.00002378618,0.0000022493666,0.00007939475],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992605,0.00007773741,0.00021791094,0.00014062009,0.00016033123,0.0001429236],"domain_scores_gemma":[0.99960124,0.00013188393,0.00009430467,0.00010799559,0.00003597714,0.000028617515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043892613,0.000075795215,0.00014337128,0.00006544762,0.000050453924,0.000013026944,0.00009095944,0.00004911258,0.000525198],"category_scores_gemma":[0.00007705738,0.000056976074,0.000031970252,0.0001601633,0.00011822132,0.00015242348,0.000012506853,0.000113312504,0.000006546462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015024375,0.000019304902,0.018652655,0.000028863027,0.0000072541893,0.0000015650464,0.0004888782,0.00006151144,0.77607024,0.000017698461,0.003991946,0.20064506],"study_design_scores_gemma":[0.00015058642,0.000108273845,0.007992139,0.000047011803,0.0000074682325,0.0000042253137,0.0002199656,0.00861454,0.9815226,0.00032128222,0.00091923814,0.000092666],"about_ca_topic_score_codex":0.0010452649,"about_ca_topic_score_gemma":0.0000043358514,"teacher_disagreement_score":0.20545237,"about_ca_system_score_codex":0.000003898014,"about_ca_system_score_gemma":0.000011088572,"threshold_uncertainty_score":0.57505494},"labels":[],"label_agreement":null},{"id":"W7073566821","doi":"","title":"Evaluation of two instruments of perceived symptom intensity in palliative care patients in an outpatient clinic","year":2016,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Palliative care; Interchangeability; Outpatient clinic; Rating scale; Descriptive statistics; Intensity (physics)","score_opus":0.11554338075121741,"score_gpt":0.3705316832655034,"score_spread":0.254988302514286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073566821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981349,0.000011065367,0.00001081177,0.00007586023,0.0000757145,0.000484985,0.00022252447,0.00001611028,0.00096802483],"genre_scores_gemma":[0.99926573,0.000048964925,0.00043042423,0.00002618688,0.000010823467,4.1340158e-7,0.00018203608,0.000004058113,0.00003136572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966193,0.0010837013,0.00035106819,0.0003762408,0.0012270419,0.00034265505],"domain_scores_gemma":[0.9975278,0.00021287154,0.00017271112,0.00029056007,0.0016938548,0.00010221648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016866208,0.00012620742,0.00027164447,0.00131504,0.000058999452,0.000007668986,0.0004671287,0.00010084897,0.00036363635],"category_scores_gemma":[0.0003854071,0.000104242165,0.00005712328,0.00093236007,0.00033865875,0.0003880011,0.00008992184,0.00028872743,0.000015485073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024189011,0.00022932937,0.9289971,0.000017652374,0.000009858898,0.0000045822044,0.00086587446,0.000055002416,0.00006186124,0.00003270817,0.00003070166,0.06945345],"study_design_scores_gemma":[0.0026407107,0.00079982716,0.9843393,0.00032206887,0.000014304387,1.0586472e-7,0.0024974255,0.007919311,0.0005881222,0.0002931795,0.00046277314,0.00012288499],"about_ca_topic_score_codex":0.03945403,"about_ca_topic_score_gemma":0.013776266,"teacher_disagreement_score":0.069330566,"about_ca_system_score_codex":0.0002376033,"about_ca_system_score_gemma":0.00032880527,"threshold_uncertainty_score":0.9669423},"labels":[],"label_agreement":null},{"id":"W7073566889","doi":"","title":"Escherichia coli O157:H7 outbreak linked to salami, British Columbia, Canada, 1999.","year":2004,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Pulsed-field gel electrophoresis; Escherichia coli; Odds ratio; Food microbiology; Enterobacteriaceae","score_opus":0.0073970514088081175,"score_gpt":0.16907916794791364,"score_spread":0.16168211653910552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073566889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98928857,0.00025091183,0.0001387863,0.0021245766,0.0015341132,0.000428746,0.00023850134,0.00021999664,0.0057757916],"genre_scores_gemma":[0.9825755,0.00004372525,0.0014789941,0.013015276,0.0003001914,0.000011867589,0.00012890644,0.000008436677,0.0024371243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975985,0.000038684746,0.00022930186,0.0003441616,0.00037106706,0.0014182706],"domain_scores_gemma":[0.99886745,0.00002852628,0.00005394625,0.00019827376,0.000033236724,0.000818568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024152969,0.00012639152,0.00019567982,0.000030923173,0.000218761,0.00033862158,0.00033033098,0.00007494296,0.000885453],"category_scores_gemma":[0.00009989807,0.00018040375,0.00005747529,0.00026879678,0.00006672818,0.00016745176,0.000020021125,0.00020706779,0.000056813547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013019275,0.000027657718,0.54775995,0.000012844556,0.000021071754,0.0001152123,0.00013188426,0.00047592697,0.000013028738,0.0000059526374,0.32059386,0.13082963],"study_design_scores_gemma":[0.00027403142,0.000027644892,0.7735097,0.000017842054,0.000008761819,0.000019332581,0.0000700465,0.00021192666,0.00010260113,0.00016060921,0.22538508,0.00021243445],"about_ca_topic_score_codex":0.995922,"about_ca_topic_score_gemma":0.98908067,"teacher_disagreement_score":0.22574978,"about_ca_system_score_codex":0.00013537442,"about_ca_system_score_gemma":0.00067850173,"threshold_uncertainty_score":0.96950895},"labels":[],"label_agreement":null},{"id":"W7073567699","doi":"","title":"A Simple Method For Methylmercury, Inorganic Mercury And Ethylmercury Determination In Plasma Samples By High Performance Liquid Chromatography-Cold-Vapor-Inductively Coupled Plasma Mass Spectrometry","year":2013,"lang":"en","type":"article","venue":"Journal of International Crisis and Risk Communication Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mercury (programming language); Methylmercury; Inductively coupled plasma mass spectrometry; Sample preparation; Analyte; Formic acid; Mass spectrometry; Inductively coupled plasma; Analytical Chemistry (journal)","score_opus":0.027162848605939576,"score_gpt":0.31905307746451145,"score_spread":0.29189022885857185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073567699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99064344,0.001641132,0.0036707518,0.0034830216,0.000080902006,0.0003068373,0.000074056836,0.000014199479,0.000085669846],"genre_scores_gemma":[0.9093958,0.025840683,0.06448469,0.00013785051,0.00004597692,0.000013921203,0.000052072028,0.000008551449,0.000020439642],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99770963,0.000588301,0.0005990173,0.00022804119,0.0006109584,0.0002640618],"domain_scores_gemma":[0.99691576,0.0015289857,0.00043134615,0.00021942832,0.0007782197,0.00012624223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039027384,0.00014850458,0.0002844218,0.000968768,0.00033440095,0.00020023422,0.00060632575,0.00011964999,0.00028335152],"category_scores_gemma":[0.0004520308,0.000121173696,0.00006694172,0.00041800007,0.00017596492,0.00088337826,0.00006991492,0.00071707426,0.0000048013235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016249436,0.0004611292,0.5545936,0.00022506133,0.00063934404,0.0000072842226,0.003469368,0.00026764337,0.07211491,0.0009070006,0.048414435,0.31727526],"study_design_scores_gemma":[0.0029898507,0.0024714838,0.4012276,0.00025498142,0.00008196193,0.0001489861,0.008866878,0.463915,0.09084228,0.012940305,0.015652994,0.0006076956],"about_ca_topic_score_codex":0.012249448,"about_ca_topic_score_gemma":0.00011917221,"teacher_disagreement_score":0.46364734,"about_ca_system_score_codex":0.000045279892,"about_ca_system_score_gemma":0.000071623435,"threshold_uncertainty_score":0.9943281},"labels":[],"label_agreement":null},{"id":"W7073576797","doi":"","title":"Two novel mutations at exon 8 of the Sequestosome 1 (SQSTM1) gene in an Italian series of patients affected by Paget's disease of bone (PDB).","year":2004,"lang":"en","type":"article","venue":"Florence Research (University of Florence)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exon; Sequestosome 1; Paget's disease of bone; Gene; Mutation; Population; Protein Data Bank (RCSB PDB)","score_opus":0.031296724505946054,"score_gpt":0.2521447885163277,"score_spread":0.22084806401038165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073576797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977259,0.00010761424,0.0001845679,0.0003075886,0.000057036228,0.0003091448,0.0009737361,0.000016898459,0.00031751214],"genre_scores_gemma":[0.9974827,0.000096537326,0.001992595,0.0000118286025,0.000006753834,3.1455832e-7,0.000293459,0.000003055317,0.00011271362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998237,0.0001974529,0.00022852034,0.00026087477,0.00077919906,0.00029695657],"domain_scores_gemma":[0.99880457,0.00008670688,0.00019696189,0.00036782268,0.000383026,0.00016094102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049510814,0.00011084245,0.00024881985,0.00034663928,0.00018814992,0.0000079675565,0.0006046875,0.000056392382,0.0003461207],"category_scores_gemma":[0.00013535601,0.000100417914,0.00008234974,0.0009232996,0.0015374619,0.0006219185,0.000113756054,0.00018798767,0.00000547136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009666787,0.0010022987,0.9124159,0.0004362039,0.000047156795,0.00002933437,0.009126595,0.0032940307,0.05923642,0.00045979806,0.0014764108,0.011509146],"study_design_scores_gemma":[0.0014933295,0.0007259339,0.93473834,0.00031571035,0.000021242698,0.0000015187882,0.0031174738,0.003499373,0.054282155,0.0014888723,0.00012393986,0.00019208442],"about_ca_topic_score_codex":0.018315174,"about_ca_topic_score_gemma":0.0016648619,"teacher_disagreement_score":0.022322435,"about_ca_system_score_codex":0.00004404305,"about_ca_system_score_gemma":0.00026441395,"threshold_uncertainty_score":0.98822194},"labels":[],"label_agreement":null},{"id":"W7073578557","doi":"","title":"2003. Impact of the adoption of advanced information and communication technologies on firm performance in the Canadian manufacturing sector","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Manufacturing sector; Information technology; Key (lock); Information system; Manufacturing; Work (physics)","score_opus":0.010847522928928528,"score_gpt":0.20776172018743488,"score_spread":0.19691419725850637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073578557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99240994,0.00006228362,0.0000058541095,0.0004761323,0.000013487918,0.000116824565,0.000006636691,0.000017337583,0.006891485],"genre_scores_gemma":[0.9991647,0.00039976664,0.00024400117,0.00016330746,0.000001029271,6.806235e-7,0.000014914155,3.894986e-7,0.0000111814625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997009,0.000022370827,0.00010011389,0.000029556095,0.00007633684,0.0000707452],"domain_scores_gemma":[0.9997193,0.000024317358,0.00006193503,0.00016256614,0.000023799197,0.000008062689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017818989,0.00003827712,0.00004296839,0.00009683942,0.00008397176,0.000011431758,0.0001718062,0.000030103804,0.00003688902],"category_scores_gemma":[0.000027524244,0.000019167719,0.000009479805,0.00018067528,0.00006665377,0.0002779651,0.0000054326097,0.00008685662,0.0000024963513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021588587,0.0000041149024,0.5740749,0.000012223671,0.0000025046884,6.751607e-8,0.0005745826,0.0028313298,0.000012234334,0.00004871081,0.00074159435,0.4216761],"study_design_scores_gemma":[0.00006951328,0.00008152239,0.98168063,0.000033957138,0.0000011044647,0.0000034167717,0.00078407774,0.010205267,0.00432228,0.00008719226,0.0027001696,0.0000308781],"about_ca_topic_score_codex":0.1808151,"about_ca_topic_score_gemma":0.035878506,"teacher_disagreement_score":0.42164522,"about_ca_system_score_codex":0.000011408359,"about_ca_system_score_gemma":0.000036209196,"threshold_uncertainty_score":0.9817142},"labels":[],"label_agreement":null},{"id":"W7073582866","doi":"","title":"When lullabies are not enough: reducing the impact of poor sleep on infants, toddlers &amp; their parents","year":2012,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Webcast; Sleep (system call); Session (web analytics); Public health","score_opus":0.015852149144858996,"score_gpt":0.19055599122844158,"score_spread":0.17470384208358258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073582866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8459289,0.0020251193,0.000049910686,0.00037540635,0.0006364041,0.000604551,0.005264604,0.00030081728,0.1448143],"genre_scores_gemma":[0.9605325,0.0005708908,0.00026392294,0.000148399,0.00009341751,1.3088338e-7,0.00020211915,0.000034614608,0.038154025],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99874586,0.00011944598,0.00014382186,0.00034129174,0.00031318664,0.00033637948],"domain_scores_gemma":[0.99880934,0.00008663181,0.0004597658,0.00045710034,0.00006804919,0.00011913797],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024397593,0.00011611463,0.00043778116,0.00012695229,0.00018852417,0.00006423332,0.0006693761,0.00021581001,0.0063119833],"category_scores_gemma":[0.0000340836,0.00021911289,0.0002643186,0.00017743478,0.00057203555,0.00016187808,0.000055491768,0.00025780222,0.00010607353],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018779683,0.000040643077,0.043284435,0.000057743455,0.00012410621,0.000007028589,0.00039401016,0.000021889975,0.000004801337,9.872977e-8,0.52796656,0.42807987],"study_design_scores_gemma":[0.00034828784,0.00012075551,0.9308086,0.00094917475,0.00006141667,0.00002373858,0.0019324267,0.0002222266,0.0000040943146,0.000055082695,0.06514121,0.0003330062],"about_ca_topic_score_codex":0.82262355,"about_ca_topic_score_gemma":0.13954632,"teacher_disagreement_score":0.8875241,"about_ca_system_score_codex":0.0000235148,"about_ca_system_score_gemma":0.00006719607,"threshold_uncertainty_score":0.99459636},"labels":[],"label_agreement":null},{"id":"W7073586254","doi":"","title":"Computational Aesthetics 2011 in Vancouver, Canada, August 5–7, 2011, Sponsored by Eurographics, in Collaboration with ACM SIGGRAPH","year":2011,"lang":"en","type":"article","venue":"Max Planck Digital Library","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legibility","score_opus":0.007452120492392933,"score_gpt":0.15897924912248118,"score_spread":0.15152712863008824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073586254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9287282,0.00061900896,0.00006050457,0.00087590556,0.0005366245,0.00038037772,0.0036779325,0.00025304843,0.06486835],"genre_scores_gemma":[0.9927722,0.00003074334,0.002451997,0.0014432741,0.000016190119,0.0000020801842,0.0022282642,0.000010976786,0.0010442592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894994,0.0000435728,0.00023877987,0.00025982677,0.00024494855,0.00026295453],"domain_scores_gemma":[0.99953365,0.000088497734,0.00007929752,0.00017595624,0.000019429572,0.00010317504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000061800805,0.00016251691,0.00015869633,0.00022185069,0.000045038847,0.00010093857,0.00030206927,0.000062720275,0.00086016546],"category_scores_gemma":[0.000009925823,0.00014301598,0.000019422194,0.00036688373,0.000106838466,0.0013820453,0.000021578739,0.00016199361,0.00004042946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011225071,0.000028452694,0.56885403,0.0000048208467,0.000002964372,0.0000611852,0.000041027808,0.000097728174,1.7027786e-7,0.000027125145,0.42891368,0.0018565543],"study_design_scores_gemma":[0.0013757814,0.000519156,0.65222013,0.0000965039,0.000007966895,0.000037724778,0.00074964546,0.0061785453,0.00032688497,0.013564045,0.3240819,0.00084175845],"about_ca_topic_score_codex":0.09579987,"about_ca_topic_score_gemma":0.10203978,"teacher_disagreement_score":0.104831785,"about_ca_system_score_codex":0.000006927473,"about_ca_system_score_gemma":0.00029499063,"threshold_uncertainty_score":0.94182086},"labels":[],"label_agreement":null},{"id":"W7073594560","doi":"","title":"CFHTLenS tomographic weak lensing cosmological parameter constraints:\\n Mitigating the impact of intrinsic galaxy alignments","year":2013,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weak gravitational lensing; Redshift; Galaxy; Cosmology; COSMIC cancer database; Photometric redshift; Observational cosmology; Range (aeronautics)","score_opus":0.03011010771215782,"score_gpt":0.25062609746347586,"score_spread":0.22051598975131803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073594560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570148,0.000035315803,0.0021515663,0.0007924174,0.00004018778,0.00052239274,0.00022359643,0.00006421416,0.03915551],"genre_scores_gemma":[0.9939263,0.0003783409,0.0051273294,0.00004801484,0.000016193073,6.398398e-8,0.00009221077,0.0000054897832,0.00040607684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972546,0.0007384052,0.0001937793,0.00042355066,0.0006554345,0.0007341912],"domain_scores_gemma":[0.9976237,0.001073609,0.000220048,0.00044200005,0.00034713256,0.00029351845],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008513501,0.00021629735,0.00037614643,0.0006793154,0.00085830985,0.000045384702,0.0011215498,0.00012141145,0.002699539],"category_scores_gemma":[0.00015554209,0.0001851316,0.00036998853,0.0008829773,0.003914538,0.0006170887,0.00030476836,0.0006981465,0.000026012436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036784334,0.00011520903,0.84053123,0.00005456099,0.00030730048,0.000052615982,0.0014573571,0.00012496818,0.00076708925,0.0009268679,0.02196932,0.13332564],"study_design_scores_gemma":[0.0014887891,0.0017699038,0.91878897,0.00023461557,0.00006941448,0.0000584087,0.03304506,0.0123846615,0.0004300125,0.019194392,0.012041836,0.00049392326],"about_ca_topic_score_codex":0.028104141,"about_ca_topic_score_gemma":0.00028867263,"teacher_disagreement_score":0.13283171,"about_ca_system_score_codex":0.00006865903,"about_ca_system_score_gemma":0.00021528234,"threshold_uncertainty_score":0.9987962},"labels":[],"label_agreement":null},{"id":"W7073597928","doi":"","title":"Interactive effects of changes in UV radiation and climate on terrestrial ecosystems, biogeochemical cycles, and feedbacks to the climate system","year":2023,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terrestrial ecosystem; Climate change; Ecosystem; Biogeochemical cycle; Ozone layer; Greenhouse gas; Montreal Protocol; Context (archaeology)","score_opus":0.009788109690086939,"score_gpt":0.20278401358896728,"score_spread":0.19299590389888033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073597928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967304,0.000031005802,0.000013104616,0.00048983865,0.00029615214,0.00034300575,0.00010801476,0.000064245505,0.0019242651],"genre_scores_gemma":[0.9994396,0.00014353615,0.00004290238,0.00020061471,0.00006882229,8.54443e-7,0.00004539027,0.0000045652137,0.00005372183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989964,0.00015883033,0.00013841756,0.00030313767,0.00012562289,0.0002776206],"domain_scores_gemma":[0.999381,0.0002538174,0.00009166471,0.00017886363,0.00001283308,0.000081786355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002655323,0.00013752683,0.00022212393,0.00040795232,0.00007824015,0.00003995082,0.0001618452,0.000072892246,0.000022545584],"category_scores_gemma":[0.00001998709,0.00010798612,0.00002564219,0.0003542848,0.000048175738,0.00012825201,0.00009993553,0.00013970892,0.00014365524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005921845,0.000016516702,0.94573426,0.00035495617,0.000029127488,0.00012269658,0.0014016032,0.0000034602383,0.00030692277,0.00008145512,0.00066218,0.050694652],"study_design_scores_gemma":[0.0012457576,0.00025273918,0.962014,0.0008041814,0.000026771679,0.000029091807,0.0023987696,0.011852153,0.0056523425,0.000012292177,0.015480061,0.00023184129],"about_ca_topic_score_codex":0.00066226115,"about_ca_topic_score_gemma":0.00046442336,"teacher_disagreement_score":0.050462812,"about_ca_system_score_codex":0.000019434476,"about_ca_system_score_gemma":0.0000073235133,"threshold_uncertainty_score":0.44035462},"labels":[],"label_agreement":null},{"id":"W7073600319","doi":"","title":"Metabolic dysfunction-associated steatohepatitis exhibits sex differences in people with HIV","year":2024,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; Gilead Sciences; Pfizer","keywords":"Context (archaeology); Cohort; Steatohepatitis; Viral load; Human immunodeficiency virus (HIV); Viral hepatitis; Menopause; Cohort study","score_opus":0.006568542039610441,"score_gpt":0.16333115764997738,"score_spread":0.15676261561036695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073600319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857998,0.00054129516,0.0009692366,0.0009938023,0.00029599236,0.0002194336,0.0010780658,0.00031115484,0.00979124],"genre_scores_gemma":[0.96433485,0.000281143,0.00013514199,0.00028668722,0.000029333918,4.924585e-7,0.00017263237,0.0000069112275,0.034752797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862695,0.0001347501,0.0001287043,0.0004377752,0.00032763038,0.00034420527],"domain_scores_gemma":[0.9994698,0.0001712429,0.00005057261,0.0001781039,0.00003274034,0.00009751458],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016913493,0.00020341684,0.00030946164,0.00046298074,0.00024760864,0.0001279474,0.00026418373,0.00009061627,0.0010614665],"category_scores_gemma":[0.000015159599,0.00017891938,0.000087058535,0.0013233427,0.00011002986,0.0015933749,0.000031860487,0.00024969396,0.00018151816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113096714,0.000055122036,0.9661048,0.000038732443,0.00009745342,0.00043160716,0.0008321277,0.00008422052,0.000009653864,0.0016579004,0.025798228,0.004777036],"study_design_scores_gemma":[0.0011285279,0.0002512306,0.8766318,0.00027369286,0.00011078256,0.000037973914,0.004707013,0.0852753,0.0001700505,0.00040871184,0.030404482,0.0006004466],"about_ca_topic_score_codex":0.018630253,"about_ca_topic_score_gemma":0.0121677285,"teacher_disagreement_score":0.08947303,"about_ca_system_score_codex":0.000045915614,"about_ca_system_score_gemma":0.00018909268,"threshold_uncertainty_score":0.9998517},"labels":[],"label_agreement":null},{"id":"W7073601412","doi":"","title":"Epitope characterization of sero-specific monoclonal antibody to Clostridium botulinum neurotoxin type A.","year":2011,"lang":"en","type":"article","venue":"The Medicine Forum","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Public Health Agency; Public Health Agency of Canada","keywords":"Monoclonal antibody; Epitope; Epitope mapping; Antibody; Recombinant DNA; Peptide; Clostridium botulinum; Neurotoxin; Conformational epitope","score_opus":0.035649774871002744,"score_gpt":0.24596505965762427,"score_spread":0.21031528478662154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073601412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98230076,0.0001679521,0.0013252533,0.0089077465,0.0009646115,0.00033109818,0.000028470928,0.000087656204,0.0058864765],"genre_scores_gemma":[0.9946807,0.00023646386,0.00033920852,0.003988392,0.00018578005,8.7093343e-7,0.0001338731,0.000004813106,0.00042987833],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991646,0.00005704957,0.00021897625,0.00015097682,0.00020015253,0.00020825028],"domain_scores_gemma":[0.99948996,0.000036374222,0.000090830625,0.0002451431,0.000061268394,0.00007639425],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031072382,0.000101081896,0.00015682948,0.0000905541,0.00008419679,0.0000054122347,0.00029500108,0.00003211202,0.0021698645],"category_scores_gemma":[0.00003540661,0.00006022136,0.000025995983,0.00029400218,0.0001264743,0.00008934668,0.00001949375,0.00010903201,0.00018579727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009027399,0.0000857458,0.2558936,0.00005008933,0.000043729644,0.00002765792,0.0041196574,0.0000126126815,0.33582377,0.0007071875,0.19513352,0.20719971],"study_design_scores_gemma":[0.00050541246,0.0018928222,0.34880462,0.0001543285,0.00003076668,0.00004158933,0.0007191975,0.0032543696,0.2460794,0.0013243752,0.39689156,0.00030152575],"about_ca_topic_score_codex":0.0011146795,"about_ca_topic_score_gemma":0.0000048582765,"teacher_disagreement_score":0.20689818,"about_ca_system_score_codex":0.0000020706618,"about_ca_system_score_gemma":0.000018354642,"threshold_uncertainty_score":0.9987423},"labels":[],"label_agreement":null},{"id":"W7073604394","doi":"","title":"Summary of international guidelines for physical activity after pregnancy","year":2014,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Breastfeeding; Physical activity; Guideline; Cardiorespiratory fitness; Pregnancy; Postpartum period; CLARITY; MEDLINE","score_opus":0.0195441646082306,"score_gpt":0.2309735984307005,"score_spread":0.2114294338224699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073604394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88718617,0.0002342701,0.024913643,0.0015593368,0.00081972365,0.00040130704,0.0006682123,0.00011125893,0.08410606],"genre_scores_gemma":[0.99694306,0.00002900078,0.00097087753,0.000086741595,0.00016296074,3.9304834e-7,0.000082510946,0.0000027957185,0.0017216607],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913466,0.00003951449,0.00015915385,0.00021407148,0.00031287025,0.00013972397],"domain_scores_gemma":[0.99902713,0.0002063256,0.00016713627,0.00019020539,0.00035209177,0.000057086876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010424067,0.00012718419,0.00019711535,0.00007777024,0.00019819429,0.000027470769,0.00033564938,0.000060789185,0.00003784099],"category_scores_gemma":[0.000121636884,0.000098399665,0.0001929246,0.000076764154,0.0004993384,0.00046202645,0.000036514026,0.00009419001,0.0000121387375],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029303834,0.00037515027,0.62985593,0.00028039835,0.00039582286,0.000048806272,0.00085549406,0.0026254563,0.0005211721,0.0040221484,0.058921833,0.2991674],"study_design_scores_gemma":[0.0020381894,0.0007498003,0.42191586,0.000944014,0.00014522155,0.00008969544,0.00033901024,0.102455646,0.0072574774,0.0049333503,0.4584731,0.00065866724],"about_ca_topic_score_codex":0.0010601141,"about_ca_topic_score_gemma":0.000029260409,"teacher_disagreement_score":0.39955124,"about_ca_system_score_codex":0.000013102096,"about_ca_system_score_gemma":0.000096306336,"threshold_uncertainty_score":0.4012622},"labels":[],"label_agreement":null},{"id":"W7073605447","doi":"","title":"Advancing the future of physical activity guidelines in Canada:an independent expert panel interpretation of the evidence","year":2010,"lang":"en","type":"other","venue":"Scholar Commons (University of South Carolina)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Guideline; Systematic review; Agency (philosophy); Physical activity; Grading (engineering); Foundation (evidence); General partnership; Identification (biology); Evidence-based medicine","score_opus":0.019142562795957125,"score_gpt":0.23212174378328151,"score_spread":0.21297918098732438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073605447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910341,0.0011644791,0.00015975999,0.0018523145,0.00048497805,0.00032162058,0.00032176467,0.0000305768,0.0046304343],"genre_scores_gemma":[0.9981433,0.00009349906,0.000557745,0.00009400177,0.00006145092,8.1765954e-8,0.000008589632,0.000010728371,0.0010306123],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99891496,0.00024593665,0.000105921754,0.00019249906,0.00040540023,0.00013528776],"domain_scores_gemma":[0.9988643,0.000088985784,0.00040192454,0.00049245334,0.00010524748,0.000047073896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037869692,0.00013487869,0.00029803903,0.00013240041,0.00010863379,0.0000057975003,0.00087195664,0.00012769368,0.0001478189],"category_scores_gemma":[0.00007522658,0.000098692115,0.000109605906,0.00021829357,0.00019273431,0.00020664702,0.00007931235,0.0007191438,0.0000013380732],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031642115,0.00008690106,0.45044222,0.00029533278,0.00011676212,0.000018311759,0.017137798,0.0011258355,0.0010590906,0.000035266316,0.053358503,0.47600755],"study_design_scores_gemma":[0.0010985424,0.00033903684,0.6171368,0.00420963,0.00026863808,0.00001952914,0.07297781,0.11471868,0.0034463392,0.00024733105,0.18447302,0.001064642],"about_ca_topic_score_codex":0.89141744,"about_ca_topic_score_gemma":0.8860331,"teacher_disagreement_score":0.4749429,"about_ca_system_score_codex":0.000029241219,"about_ca_system_score_gemma":0.00053648633,"threshold_uncertainty_score":0.40245476},"labels":[],"label_agreement":null},{"id":"W7073606913","doi":"","title":"Proteomic analysis reveals distinct cerebrospinal fluid signatures across genetic frontotemporal dementia subtypes","year":2025,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"HORIZON EUROPE Framework Programme; UK Dementia Research Institute; Alzheimer Nederland; Stichting Dioraphte; Göteborgs Läkaresällskap; Stockholms Läns Landsting; Familjen Erling-Perssons Stiftelse; European Commission; Hjärnfonden; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University College London; NIHR Cambridge Biomedical Research Centre; Else Kröner-Fresenius-Stiftung; University of Cambridge; Fondation pour la Recherche sur Alzheimer; Ministero della Salute; Alzheimer's Society; Deutsche Forschungsgemeinschaft; Alzheimerfonden; Weston Brain Institute; ZonMw; Alzheimer's Drug Discovery Foundation; Brain Research UK; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; EU Joint Programme – Neurodegenerative Disease Research; Stiftelsen för Gamla Tjänarinnor; Alzheimer's Association; Vetenskapsrådet; Medical Research Council; Cure Alzheimer's Fund; National Science Foundation","keywords":"Frontotemporal dementia; Proteomics; Tandem mass tag; Neurodegeneration; Mutation; Disease; Gene; Dementia; Basigin","score_opus":0.005748311341699219,"score_gpt":0.20326697604479455,"score_spread":0.19751866470309531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073606913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98011225,0.0006568556,0.01215085,0.0006133888,0.00027093614,0.00040149232,0.0016952376,0.00017306254,0.0039259056],"genre_scores_gemma":[0.9775804,0.000056526816,0.0022239042,0.0005674082,0.000037154543,6.093213e-7,0.000244874,0.000004796749,0.019284274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822336,0.00017359621,0.0002265781,0.0005829529,0.00030489246,0.00048863015],"domain_scores_gemma":[0.9991821,0.00006553764,0.0001416095,0.00041833476,0.00007397131,0.00011845635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024642638,0.00025921743,0.00040671608,0.00040838498,0.0007755843,0.00013364598,0.00063466304,0.00014288827,0.0009303237],"category_scores_gemma":[0.000028345543,0.00026155883,0.00031561792,0.0014636044,0.00029295628,0.0008316691,0.0001058876,0.00022828595,0.00007729233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035052648,0.000042257183,0.96132374,0.00004449242,0.00062186434,0.0001023983,0.00011200438,0.00067664724,0.0001510254,0.00044307925,0.034086354,0.0020456326],"study_design_scores_gemma":[0.00062726915,0.000101043726,0.96800864,0.000042667958,0.0005918883,0.0000031310908,0.00064926647,0.02025305,0.00026888892,0.00064915157,0.008452358,0.00035263787],"about_ca_topic_score_codex":0.010100469,"about_ca_topic_score_gemma":0.0014381615,"teacher_disagreement_score":0.025633996,"about_ca_system_score_codex":0.000050273207,"about_ca_system_score_gemma":0.00014590097,"threshold_uncertainty_score":0.99998367},"labels":[],"label_agreement":null},{"id":"W7073616313","doi":"","title":"Percepção de dor aguda em pacientes com transtorno de pânico","year":2011,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hypokinesia; Blood pressure; McGill Pain Questionnaire; Stroke (engine)","score_opus":0.03223369731412997,"score_gpt":0.23159020276961612,"score_spread":0.19935650545548614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073616313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6248947,0.0063985726,0.031005437,0.033216674,0.0057699713,0.0023832372,0.0012855164,0.0030927241,0.29195318],"genre_scores_gemma":[0.9875618,0.0007355257,0.0066710142,0.0021298458,0.0005606221,0.00005278893,0.00031906288,0.00006335913,0.0019059695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935442,0.0010253299,0.0010905495,0.0012942987,0.0011208296,0.001924763],"domain_scores_gemma":[0.9963947,0.0003457342,0.0005213997,0.00096674747,0.0004081312,0.0013633077],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017940634,0.00089744886,0.00082009117,0.0007463913,0.0015030024,0.000479067,0.0015486388,0.0009644844,0.0014643981],"category_scores_gemma":[0.0004411305,0.00087388273,0.00057466317,0.0009637893,0.00012211302,0.0009338991,0.00014731658,0.0014306522,0.00017579416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040742075,0.006077785,0.16614594,0.0017773041,0.0018573686,0.0039986544,0.17359094,0.00053699396,0.00762509,0.35217234,0.15483811,0.12730527],"study_design_scores_gemma":[0.0013947038,0.0004143293,0.033069562,0.00043761515,0.0002718976,0.0028398775,0.005637988,0.013642861,0.00360578,0.00069323083,0.9366981,0.0012940889],"about_ca_topic_score_codex":0.00013571123,"about_ca_topic_score_gemma":0.00045129107,"teacher_disagreement_score":0.78185993,"about_ca_system_score_codex":0.00052673195,"about_ca_system_score_gemma":0.0013609991,"threshold_uncertainty_score":0.9997969},"labels":[],"label_agreement":null},{"id":"W7073624371","doi":"","title":"Contaminant risks from biosolids land application: Contemporary organic contaminant levels in digested sewage sludge from five treatment plants in Greater Vancouver, British Columbia","year":2003,"lang":"en","type":"article","venue":"Figshare","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biosolids; Sewage sludge; Sewage sludge treatment; Sewage; Contamination; Sewage treatment","score_opus":0.044220539074153,"score_gpt":0.2306549790334345,"score_spread":0.1864344399592815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073624371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7366964,0.00095987035,0.000004378182,0.000024005512,0.00013914774,0.00058058614,0.25991377,0.00009178152,0.0015900204],"genre_scores_gemma":[0.93795323,0.000039625822,0.00006977279,0.00043708872,0.000037928137,0.000047448226,0.060680386,0.000011050017,0.000723481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984279,0.00015903305,0.0003691984,0.00053016876,0.00017552174,0.00033816116],"domain_scores_gemma":[0.9991911,0.00023111407,0.00014133629,0.00028603378,0.000034317418,0.00011607436],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000076365366,0.00020360346,0.0003962699,0.00006779491,0.00010170843,0.00016711962,0.00021833212,0.00017477154,0.060285125],"category_scores_gemma":[0.0000860761,0.00023099908,0.000052893018,0.00018300828,0.000022091528,0.00024214211,0.000017663184,0.00017378219,0.0005124124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023500144,0.00006513307,0.82711554,0.00001233658,0.00002171034,0.0005156416,0.00047661713,0.000005043859,0.000041991178,3.973121e-8,0.15629338,0.015429048],"study_design_scores_gemma":[0.0021002826,0.00014543226,0.90734255,0.0008464922,0.000007779823,0.0000142376775,0.00047836525,0.0011829878,0.00279869,0.0000740055,0.0846343,0.00037486106],"about_ca_topic_score_codex":0.5318439,"about_ca_topic_score_gemma":0.43273726,"teacher_disagreement_score":0.2012568,"about_ca_system_score_codex":0.000059246453,"about_ca_system_score_gemma":0.00013679377,"threshold_uncertainty_score":0.9419869},"labels":[],"label_agreement":null},{"id":"W7073629299","doi":"","title":"Gender and Sexuality Diversity in a Culture of Limitation","year":2020,"lang":"en","type":"other","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Centre in Sex, Health and Society, La Trobe University; La Trobe University; McGill University","keywords":"Human sexuality; Diversity (politics); Context (archaeology); Empowerment; State (computer science); Cultural diversity","score_opus":0.04520071249382981,"score_gpt":0.23708572561513153,"score_spread":0.1918850131213017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073629299","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000521701,0.00063924404,0.00016117778,0.00010797825,0.000040381143,0.00008538194,0.000070910864,0.00008715125,0.99828607],"genre_scores_gemma":[0.53149205,0.0022174495,0.018565336,0.0067998776,0.0001566769,4.35117e-7,0.00068817526,0.00003369353,0.4400463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999661,0.000028101458,0.000057800688,0.00011845238,0.000084401254,0.00005023984],"domain_scores_gemma":[0.9998656,0.000011103687,0.000044654756,0.00004733654,0.0000043503933,0.000026969337],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000572008,0.00005919067,0.00010569927,0.00006139003,0.000014994977,0.000004468386,0.00005984642,0.00008061237,0.0022112632],"category_scores_gemma":[0.000009560938,0.000046059726,0.00001261499,0.000063826315,0.00003853222,0.000027397937,0.000020115178,0.00007084392,0.000020801104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029559978,0.000003305151,0.14211175,0.0000582469,0.0000057660654,0.0000015791039,0.00078719127,4.263239e-7,0.0000010348101,0.000025759355,0.8521137,0.0048882845],"study_design_scores_gemma":[0.00032788183,0.000093249335,0.15906638,0.00007547376,0.00002438539,0.0000025081501,0.0022001024,0.0027880261,0.000086665634,0.0017339726,0.83329254,0.00030879973],"about_ca_topic_score_codex":0.016454404,"about_ca_topic_score_gemma":0.00023289133,"teacher_disagreement_score":0.55823976,"about_ca_system_score_codex":8.7418846e-7,"about_ca_system_score_gemma":0.0000082314955,"threshold_uncertainty_score":0.99870086},"labels":[],"label_agreement":null},{"id":"W7073633257","doi":"","title":"Exploring patient-reported barriers to participating in proton therapy clinical trials","year":2024,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Clinical trial; Proton therapy; MEDLINE; Proton","score_opus":0.4354626266745043,"score_gpt":0.416435595218217,"score_spread":0.019027031456287313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073633257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926572,0.000183954,0.0002656573,0.0011785746,0.00076120254,0.0006891905,0.000004210531,0.00034052442,0.003919484],"genre_scores_gemma":[0.99554306,0.00016634048,0.0011982098,0.0028001324,0.000088184315,0.00012723087,0.0000061921146,0.0000040837326,0.00006656615],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981008,0.0004068558,0.0007720389,0.0002964493,0.00018087127,0.00024295578],"domain_scores_gemma":[0.9989945,0.000557788,0.00005427465,0.00014158418,0.00001735029,0.00023447085],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043357816,0.00009715583,0.00024423882,0.00016254083,0.000055946995,0.000097965894,0.0000915523,0.00003827389,0.003524207],"category_scores_gemma":[0.0017041938,0.00006636069,0.00009202406,0.00033910808,0.000026500908,0.0003140063,0.000008258456,0.00016987717,0.0001319488],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046020592,0.000005722367,0.20675965,0.0000071102518,0.000012027834,0.000028177814,0.00078108313,0.00007169095,0.00002356145,0.000008946368,0.0040989355,0.7881571],"study_design_scores_gemma":[0.00089685526,0.0015298716,0.05397116,0.00052154035,0.000023703325,0.000014831482,0.0040507545,0.17800657,0.053054918,0.0012946652,0.705893,0.00074214634],"about_ca_topic_score_codex":0.0034672483,"about_ca_topic_score_gemma":0.000033016222,"teacher_disagreement_score":0.7874149,"about_ca_system_score_codex":0.000004637238,"about_ca_system_score_gemma":0.00009707142,"threshold_uncertainty_score":0.9973867},"labels":[],"label_agreement":null},{"id":"W7073636139","doi":"","title":"Vieillir chez soi dans la diversité des habitats de Montréal. Une opportunité d’innovation pour l’aménagement des quartiers ?","year":2020,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aging in place; Context (archaeology); Immigration; Psychological resilience; Population ageing; Homogeneous; Demographic change; Population","score_opus":0.22633190128810068,"score_gpt":0.4302401494098575,"score_spread":0.2039082481217568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073636139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8870511,0.051811926,0.010897368,0.010177522,0.00069685176,0.00060709333,0.00025038418,0.00017261867,0.038335152],"genre_scores_gemma":[0.94840866,0.038530804,0.004345616,0.0056959884,0.00022588533,0.0000073242327,0.00007904906,0.000036633908,0.0026700092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99628884,0.00070686947,0.0009545712,0.00055781443,0.0007495476,0.000742348],"domain_scores_gemma":[0.99745584,0.00033211682,0.0008532989,0.00032401446,0.00041190302,0.0006228428],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023498773,0.00045749036,0.0006809989,0.0006766399,0.0008606737,0.0012893588,0.002229974,0.00018631225,0.011259629],"category_scores_gemma":[0.00043744914,0.0004515806,0.00022100123,0.0023991077,0.0009587435,0.0036032156,0.00042495847,0.0005867885,0.00009439814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016741642,0.00014508802,0.51680046,0.0002529644,0.000215517,0.00023257057,0.0037439377,0.00078164146,0.00970381,0.00020830013,0.2933007,0.17444758],"study_design_scores_gemma":[0.00086515635,0.00011188331,0.7406477,0.0010644054,0.00031488916,0.00007683057,0.007924247,0.013221763,0.033124786,0.019327441,0.18237817,0.00094273966],"about_ca_topic_score_codex":0.054833326,"about_ca_topic_score_gemma":0.0004474083,"teacher_disagreement_score":0.22384718,"about_ca_system_score_codex":0.00014296062,"about_ca_system_score_gemma":0.00035360755,"threshold_uncertainty_score":0.9997936},"labels":[],"label_agreement":null},{"id":"W7073638567","doi":"","title":"Cytokine Profile in Plasma Extracellular Vesicles of Parkinson's Disease and the Association with Cognitive Function","year":2021,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cytokine; Pathogenesis; Inflammation; Tumor necrosis factor alpha; Disease; Cognition; Extracellular; Extracellular vesicles; Plasma levels; Proinflammatory cytokine","score_opus":0.005453047211082632,"score_gpt":0.1594048123872736,"score_spread":0.15395176517619097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073638567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952226,0.0004528065,0.000468892,0.0009085281,0.00005259497,0.00020580359,0.0006927808,0.000023786804,0.0019721936],"genre_scores_gemma":[0.99452394,0.00016931795,0.0001441287,0.00016285226,0.000013352028,3.6482137e-7,0.00012502041,0.0000023248883,0.004858674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918616,0.00017911285,0.00008211655,0.00020313298,0.00021224609,0.00013721437],"domain_scores_gemma":[0.9994089,0.0002730609,0.00010898602,0.00009171249,0.000068490626,0.00004882324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002190767,0.00008624265,0.00015164255,0.000090135785,0.00015161089,0.000025934973,0.000073955656,0.00003983049,0.00016032945],"category_scores_gemma":[0.000057704136,0.000068503854,0.000041722124,0.0003870547,0.00015080029,0.0006086865,0.000021562948,0.00011316847,0.000007561872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006738171,0.00010654843,0.9774419,0.00007397926,0.00013815888,0.0003881735,0.00057021534,0.00017921362,0.0001680068,0.0039067604,0.0031263798,0.0071624764],"study_design_scores_gemma":[0.005863415,0.00017343122,0.93150014,0.00018220194,0.00028165817,0.000012086018,0.009215145,0.03610911,0.0027004709,0.00068707176,0.013002476,0.00027281232],"about_ca_topic_score_codex":0.0010762373,"about_ca_topic_score_gemma":0.0004620634,"teacher_disagreement_score":0.045941796,"about_ca_system_score_codex":0.000018189003,"about_ca_system_score_gemma":0.00011297504,"threshold_uncertainty_score":0.2793506},"labels":[],"label_agreement":null},{"id":"W7073647395","doi":"","title":"Mitigating climate change by planting trees: the transaction costs trap","year":2002,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Afforestation; Climate change; Incentive; Tree planting; Agriculture; Land use, land-use change and forestry; Transaction cost; Climate change mitigation; Greenhouse gas","score_opus":0.028950240600006824,"score_gpt":0.21061733457171297,"score_spread":0.18166709397170616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073647395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54694444,0.003246134,0.0027124297,0.015711797,0.00089042424,0.0006696141,0.00022427698,0.0010539483,0.42854694],"genre_scores_gemma":[0.9937107,0.00051998754,0.0003257348,0.0047093355,0.00007178353,0.0000018112402,0.00002804509,0.000002603917,0.0006299881],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934095,0.00003376119,0.00011942451,0.00013698514,0.00013105728,0.0002377947],"domain_scores_gemma":[0.99972856,0.000088745066,0.00004164069,0.000089794004,0.000008336177,0.000042950647],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019222,0.000083002,0.000071021386,0.00003067847,0.0002960853,0.00005832272,0.000121012,0.00003525711,0.0059851767],"category_scores_gemma":[0.00000578618,0.000051901316,0.000039606148,0.00010725732,0.000048151975,0.00024876965,0.0000017674664,0.00011195143,0.0004948416],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040209648,0.000009586132,0.018388892,0.000008367196,0.0000051971188,0.0000020807208,0.00065336056,0.0000062640456,0.00022743829,0.000014488988,0.0707236,0.9099567],"study_design_scores_gemma":[0.0005055299,0.00020764886,0.014049594,0.00013597896,0.000029667613,0.00008482639,0.003645656,0.7925296,0.018905472,0.00007803933,0.16929819,0.00052983104],"about_ca_topic_score_codex":0.0058072507,"about_ca_topic_score_gemma":0.00011968719,"teacher_disagreement_score":0.90942687,"about_ca_system_score_codex":0.0000026949417,"about_ca_system_score_gemma":0.0000011552112,"threshold_uncertainty_score":0.9949235},"labels":[],"label_agreement":null},{"id":"W7073647725","doi":"","title":"Utility of a short, telephone-administered version of the Montreal Cognitive Assessment.","year":2021,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Cognition; Telephone interview; Cognitive impairment; Cognitive Assessment System; Data collection; Telephone survey","score_opus":0.01632283304422146,"score_gpt":0.22530629621917903,"score_spread":0.20898346317495756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073647725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87222224,0.00017738248,0.00008407936,0.00029615563,0.0001187596,0.00014376878,0.0068373163,0.00008086456,0.12003941],"genre_scores_gemma":[0.99752915,0.000019145798,0.00046727876,0.00052889285,0.000021132184,6.1538367e-7,0.0008603187,0.000007194135,0.0005662933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986106,0.00015137382,0.00035740243,0.00027965466,0.0003846937,0.00021627269],"domain_scores_gemma":[0.9991386,0.00023481573,0.00013315787,0.00030595722,0.00007535572,0.00011214665],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014268243,0.00015298795,0.00024044314,0.00005985638,0.000096568554,0.00014587695,0.0003401048,0.00008718947,0.0027811802],"category_scores_gemma":[0.00016912977,0.00011115307,0.00019483709,0.00041329724,0.00022825527,0.0011716982,0.000106908825,0.0002620521,0.000078116245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000883653,0.00008425513,0.9495244,0.000040355004,0.000026484411,0.00001297283,0.000018245266,7.6763007e-7,0.000095952826,0.000012252894,0.0053937943,0.044702157],"study_design_scores_gemma":[0.00041983946,0.000116548676,0.85837424,0.00022108573,0.0000383329,0.000019624531,0.00031523316,0.0015666815,0.10530829,0.0024718675,0.030928634,0.0002196024],"about_ca_topic_score_codex":0.000112453345,"about_ca_topic_score_gemma":0.000012122574,"teacher_disagreement_score":0.12530686,"about_ca_system_score_codex":0.000002276444,"about_ca_system_score_gemma":0.00023146822,"threshold_uncertainty_score":0.99813044},"labels":[],"label_agreement":null},{"id":"W7073647908","doi":"","title":"Relationship between WIfI (wound, ischemia, foot infection) stage and quality of life at revascularization in the BEST-CLI (best endovascular versus best surgical therapy in patients with chronic limb threatening ischemia) trial Presented as an oral podium presentation at the Thirty-seventh Western&nbsp;Vascular Society Annual Meeting, Victoria, BC, Canada, September 17-20,&nbsp;2022.","year":2025,"lang":"en","type":"other","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Revascularization; Quality of life (healthcare); Foot (prosody); Randomized controlled trial; Clinical trial","score_opus":0.029015120033415803,"score_gpt":0.27641600032764185,"score_spread":0.24740088029422605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073647908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96996975,0.0017167254,0.00006744361,0.00019805775,0.00036419695,0.0025548183,0.0004095508,0.00008138536,0.024638083],"genre_scores_gemma":[0.8480861,0.0014536147,0.00028476212,0.00034434724,0.0007675188,0.000114056595,0.009777106,0.00015307793,0.13901943],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949312,0.0014539585,0.00084105035,0.0008319173,0.0014599154,0.00048194508],"domain_scores_gemma":[0.9973707,0.0009244865,0.0006315676,0.00074839336,0.00018592076,0.00013889471],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00179364,0.00052996824,0.0007267982,0.00023191608,0.00041266961,0.00012722876,0.00043025575,0.0005121111,0.0007912114],"category_scores_gemma":[0.00017027292,0.00035347752,0.00027348127,0.0007602383,0.00031956765,0.000435986,0.00008826979,0.00073307153,0.000011836025],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00212438,0.00013541433,0.9866756,0.00013094634,0.00033068805,0.0000025567933,0.00038721674,0.00022996866,0.0000010909619,0.000011766337,0.00948279,0.00048753413],"study_design_scores_gemma":[0.06414699,0.0028703066,0.45665085,0.0007028574,0.0006842815,0.0000035019477,0.0015087994,0.00083248405,0.0004571128,0.0000332166,0.47048968,0.0016199292],"about_ca_topic_score_codex":0.701697,"about_ca_topic_score_gemma":0.6605769,"teacher_disagreement_score":0.5300248,"about_ca_system_score_codex":0.00021663969,"about_ca_system_score_gemma":0.00079117884,"threshold_uncertainty_score":0.9998917},"labels":[],"label_agreement":null},{"id":"W7073652716","doi":"","title":"Efeitos de um programa fisioterapêutico na melhora da sintomatologia e qualidade de vida de pacientes com fibromialgia","year":2006,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fibromyalgia; Quality of life (healthcare); McGill Pain Questionnaire; Athletes; Health professionals","score_opus":0.009743228201717087,"score_gpt":0.22810203631408124,"score_spread":0.21835880811236416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073652716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97664595,0.0023597889,0.00451157,0.0107988855,0.00045404537,0.00056214526,0.00033952674,0.0012761734,0.0030519366],"genre_scores_gemma":[0.95981175,0.00022666398,0.0263257,0.009478588,0.000261922,0.000016457725,0.0005251647,0.00005976162,0.0032939827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99502003,0.00086350343,0.0007818558,0.00091490493,0.00056316424,0.0018565385],"domain_scores_gemma":[0.9974464,0.0005769314,0.00048612172,0.00077853375,0.000044454006,0.0006675627],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049005577,0.00067546015,0.0007797981,0.00042867038,0.0005279363,0.00074672466,0.0012484234,0.00035585146,0.0028026975],"category_scores_gemma":[0.00011308908,0.0006424298,0.00034768297,0.0013101354,0.0010347986,0.0011772984,0.00014619868,0.0006862829,0.0003119978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008441184,0.00013074596,0.64497006,0.0000712889,0.000054519725,0.00018296168,0.0004348083,0.00010691297,0.00037948362,0.00015989195,0.3169417,0.03648323],"study_design_scores_gemma":[0.0014087721,0.002222306,0.61110324,0.0006134703,0.00025923902,0.00047008198,0.0029566428,0.15019114,0.04727281,0.0035921973,0.17736213,0.002547982],"about_ca_topic_score_codex":0.1845646,"about_ca_topic_score_gemma":0.00004012815,"teacher_disagreement_score":0.18452448,"about_ca_system_score_codex":0.0000733272,"about_ca_system_score_gemma":0.00071829127,"threshold_uncertainty_score":0.9996027},"labels":[],"label_agreement":null},{"id":"W7073658564","doi":"","title":"Feasibility of a patient decision aid regarding disclosure of personal health information: qualitative evaluation of the Health Care Information Directive","year":2004,"lang":"en","type":"article","venue":"TSpace","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Health Canada; Department of Family and Community Medicine, University of Toronto; University of Toronto; Industry Canada","keywords":"Directive; Health care; Qualitative research; MEDLINE; Patient care; Confidentiality; Informed consent; Personally identifiable information","score_opus":0.03871227849599449,"score_gpt":0.36302392299826725,"score_spread":0.32431164450227273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073658564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933717,0.00052496704,0.0024421054,0.0015108021,0.00013097914,0.0005925166,0.00013201592,0.00001812385,0.0012767819],"genre_scores_gemma":[0.99506664,0.000021019436,0.004440335,0.00038842417,0.000004571239,0.0000014544003,0.000075219075,8.40016e-7,0.0000014889428],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99830157,0.0003335968,0.00043023427,0.00007004519,0.0007579193,0.000106651954],"domain_scores_gemma":[0.99851394,0.000099477016,0.0007060281,0.00015406273,0.0004856679,0.00004082385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015895707,0.00007250013,0.00018080401,0.00009124378,0.00011626088,0.00000804007,0.00009519374,0.00002999521,0.000045249006],"category_scores_gemma":[0.0004128886,0.000049091996,0.000069986905,0.00027687388,0.00009770545,0.0006021959,0.000014148637,0.00008486581,0.0000024277592],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018589353,0.00001933695,0.020391475,0.0002256939,0.00001197749,9.3445625e-9,0.7165954,0.0034497124,0.0000016164802,0.000097360644,0.0010158672,0.25800565],"study_design_scores_gemma":[0.0027738044,0.0017406094,0.15324372,0.0011805473,0.00003373302,0.000004552042,0.8194515,0.008825464,0.006011668,0.0039570206,0.002541577,0.00023581408],"about_ca_topic_score_codex":0.014549457,"about_ca_topic_score_gemma":0.00022098751,"teacher_disagreement_score":0.25776985,"about_ca_system_score_codex":0.0001107102,"about_ca_system_score_gemma":0.00062648265,"threshold_uncertainty_score":0.99201274},"labels":[],"label_agreement":null},{"id":"W7073664870","doi":"","title":"Association of ultra-rare coding variants with genetic generalized epilepsy: A case-control whole exome sequencing study","year":2022,"lang":"en","type":"article","venue":"RWTH Publications (RWTH Aachen)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exome sequencing; Association (psychology); Coding (social sciences); Genetic association; Exome; Genome-wide association study; Genetic variants; DNA sequencing","score_opus":0.01915821220476496,"score_gpt":0.22275058450441096,"score_spread":0.203592372299646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073664870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98321265,0.00024961782,0.006458218,0.003078534,0.0002094572,0.0012068639,0.0009723114,0.00040225213,0.0042101177],"genre_scores_gemma":[0.993234,0.000008579915,0.003971746,0.00087842444,0.000058857062,0.00008120377,0.00023260264,0.000012243005,0.0015223925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976062,0.00054428674,0.0004507523,0.00042591416,0.00058667624,0.0003861708],"domain_scores_gemma":[0.9984691,0.00026919527,0.00044693475,0.00046638635,0.0002168131,0.00013154099],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012302176,0.00018325367,0.000292119,0.00039158645,0.0007637202,0.00011523728,0.00038986228,0.00005532538,0.0019209371],"category_scores_gemma":[0.00018420507,0.00016964211,0.00007075596,0.0010443189,0.000045477256,0.00043508539,0.000022516064,0.00031130403,0.0000300679],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044569933,0.0001661091,0.9753403,0.000019836765,0.00020106327,0.00006366202,0.0020194014,0.0041212584,0.0003355542,0.000100448306,0.009661026,0.00792676],"study_design_scores_gemma":[0.0057004816,0.0016685807,0.7183519,0.00004236493,0.00070003973,0.0014402531,0.012948383,0.22465649,0.0005982352,0.0007909809,0.031906586,0.0011957267],"about_ca_topic_score_codex":0.0053760572,"about_ca_topic_score_gemma":0.00025161414,"teacher_disagreement_score":0.25698844,"about_ca_system_score_codex":0.00013287785,"about_ca_system_score_gemma":0.0002697207,"threshold_uncertainty_score":0.99899143},"labels":[],"label_agreement":null},{"id":"W7073676962","doi":"","title":"Differential cross-section measurements of Higgs boson production in the H → τ$^{+}$τ$^{−}$ decay channel in pp collisions at $ \\sqrt{s} $ = 13 TeV with the ATLAS detector","year":2024,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CHIST-ERA; SLAC National Accelerator Laboratory; Nuclear Physics; Department of Physics and Astronomy, University College London; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Horizon 2020 Framework Programme; College of Engineering, Michigan State University; Institut National de Physique Nucléaire et de Physique des Particules; Stony Brook University; Ministero dell'Università e della Ricerca; Agencia Nacional de Investigación y Desarrollo; Narodowa Agencja Wymiany Akademickiej; Julius-Maximilians-Universität Würzburg; Agencia Estatal de Investigación; Universidade Federal do Rio de Janeiro; Univerza v Ljubljani; High Energy Accelerator Research Organization; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Royal Holloway, University of London; University of Tsukuba; Aristotle University of Thessaloniki; Technion-Israel Institute of Technology; Universidade de São Paulo; Université de Toulouse; Universidade do Estado do Rio de Janeiro; Tel Aviv University; University of California, Irvine; Israel Science Foundation; Ministerstwo Edukacji i Nauki; McGill University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; University of Toronto; Generalitat de Catalunya; Generalitat Valenciana; H2020 European Research Council; Norges Forskningsråd; Lunds Universitet; Consejo Nacional de Investigaciones Científicas y Técnicas; Austrian Science Fund; Grantová Agentura České Republiky; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; National Science and Technology Council; Ministerstvo Školství, Mládeže a Tělovýchovy; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Science and Technology Facilities Council; York University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Division of Physics; Agence Nationale de la Recherche; Michigan State University; Universidad Nacional de La Plata; Baden-Württemberg Stiftung; University of Sussex; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Institut \"Jožef Stefan\"; Universidad Autónoma de Madrid; National Science Foundation; Istituto Nazionale di Fisica Nucleare; UK Research and Innovation; European Regional Development Fund; British Columbia Knowledge Development Fund; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Royal Society; Kungliga Tekniska Högskolan; Alexander von Humboldt-Stiftung; High Energy Physics; TRIUMF; Academia Sinica; Queen Mary University of London; Canarie; H2020 Marie Skłodowska-Curie Actions; University of Illinois at Urbana-Champaign; Louisiana Tech University; Centres de Recerca de Catalunya; CERN; Aix-Marseille Université; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Danmarks Grundforskningsfond; University College London; National Natural Science Foundation of China; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; U.S. Department of Energy","keywords":"Higgs boson; Atlas (anatomy); Large Hadron Collider; Atlas detector; Gluon; Detector; ATLAS experiment; Boson","score_opus":0.020420278851155067,"score_gpt":0.21316416092301635,"score_spread":0.19274388207186127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073676962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963345,0.00023550198,0.0001974961,0.0016628869,0.00033378496,0.00028218268,0.00003111322,0.000039581155,0.00088294136],"genre_scores_gemma":[0.99907064,0.000081227314,0.00004643748,0.000025993273,0.00005299115,3.9308594e-7,0.000025237083,0.00000341727,0.00069368456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989399,0.00013420917,0.000120576675,0.00024327863,0.0003839733,0.00017810617],"domain_scores_gemma":[0.9995619,0.00007273121,0.000081535894,0.0001991873,0.00005511933,0.000029542056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040901388,0.00010810655,0.00014639233,0.00018411023,0.00021688775,0.00003070843,0.000283541,0.000061376275,0.00008869047],"category_scores_gemma":[0.000015467047,0.000072519404,0.00006770181,0.0006074594,0.0002453073,0.00028874824,0.000024775603,0.00018375629,0.000013722338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011044429,0.00015644713,0.91117233,0.00022487219,0.0001128697,0.00004725989,0.007813986,0.0019797585,0.018325645,0.000044930777,0.04012997,0.018887475],"study_design_scores_gemma":[0.0008373806,0.00040150288,0.85755026,0.00029115123,0.000078146295,0.000038513634,0.0040328875,0.012527372,0.11684039,0.000028032116,0.007105672,0.00026868828],"about_ca_topic_score_codex":0.024161873,"about_ca_topic_score_gemma":0.0032442627,"teacher_disagreement_score":0.09851474,"about_ca_system_score_codex":0.00003655022,"about_ca_system_score_gemma":0.000055286084,"threshold_uncertainty_score":0.98233634},"labels":[],"label_agreement":null},{"id":"W7073678202","doi":"","title":"Forest Regeneration in Ontario: Based on a Review of Surveys Conducted in the Province during the Period 1918-1951","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Period (music); Regeneration (biology); Natural regeneration; Forest regeneration; Population","score_opus":0.02413426785448169,"score_gpt":0.2139510937651317,"score_spread":0.18981682591065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073678202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93767536,0.000015450016,0.00003861299,0.0020538138,0.00009195927,0.0010620352,0.000038342034,0.000106099484,0.058918342],"genre_scores_gemma":[0.9815896,0.017396173,0.00006380118,0.0007306432,0.000010611686,0.000001528156,0.00012569,0.0000034288232,0.00007850605],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985377,0.00065715157,0.00015975694,0.00021581922,0.0002308717,0.00019865428],"domain_scores_gemma":[0.99941456,0.00015569702,0.00009036916,0.0002839613,0.00003795759,0.00001743601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011697264,0.000110148336,0.0001517212,0.0023408704,0.00012303739,0.000022888291,0.00038124068,0.000042560518,0.00007950693],"category_scores_gemma":[0.00008172155,0.00007384842,0.000054701093,0.004635837,0.00007605489,0.00018774053,0.000019202651,0.00024872684,0.000012201238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033179618,0.00023329911,0.9267153,0.001818276,0.000031387135,0.0008074608,0.010208782,0.006084567,0.00003327341,0.00018669412,0.0048883627,0.048660763],"study_design_scores_gemma":[0.0007157775,0.00021799737,0.34197205,0.0014877275,0.000020126558,0.000008049035,0.000814989,0.023823094,0.0005333084,0.0000022570207,0.63015985,0.00024475512],"about_ca_topic_score_codex":0.7746778,"about_ca_topic_score_gemma":0.80595237,"teacher_disagreement_score":0.6252715,"about_ca_system_score_codex":0.000053803546,"about_ca_system_score_gemma":0.00046717803,"threshold_uncertainty_score":0.3011451},"labels":[],"label_agreement":null},{"id":"W7073679917","doi":"","title":"PREVIEW study-influence of a behavior modification intervention (PREMIT) in over 2300 people with pre-diabetes: intention, self-efficacy and outcome expectancies during the early phase of a lifestyle intervention","year":2023,"lang":"en","type":"article","venue":"Deposito Adademico Digital Universidad De Navarra (University of Navarra)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Wageningen University and Research; National Health and Medical Research Council; Diabetestutkimussäätiö; Universität Stuttgart; Helsingin Yliopisto; Universidad de Navarra; Medical Research Council; Novo Nordisk; Medical University Sofia; Seventh Framework Programme; McGill University","keywords":"Weight loss; Overweight; Intervention (counseling); Psychological intervention; Behavior change; Obesity; Multivariate analysis; Outcome (game theory); Eating behavior","score_opus":0.01179111849910581,"score_gpt":0.2494496469049691,"score_spread":0.2376585284058633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073679917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856466,0.00018713687,0.00027162393,0.000040405514,0.000023795741,0.00067024044,0.00006504365,0.00010468656,0.00007243272],"genre_scores_gemma":[0.99960965,0.0000920159,0.000120653734,0.0000055860028,0.0000042538104,0.0000011490608,0.000040104194,0.000006350777,0.00012025335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863297,0.00014100928,0.00037537114,0.0003059912,0.0003175479,0.00022709701],"domain_scores_gemma":[0.99891245,0.00012254849,0.00046541906,0.00025635533,0.00016527952,0.00007791611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003482827,0.00016611183,0.0003385364,0.00042300392,0.00013434645,0.000038415787,0.0004129744,0.000085842345,0.000023937853],"category_scores_gemma":[0.00006256147,0.00015776859,0.00012412063,0.0010025878,0.0001874423,0.0012336106,0.00008115449,0.00020010085,0.0000032518462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027200746,0.00046967666,0.9861739,0.00028447248,0.00006850958,0.000018334127,0.0066649904,0.00020022098,0.0010854603,0.0000069257208,0.000021762127,0.0047337287],"study_design_scores_gemma":[0.0023221143,0.00071458536,0.9800854,0.0005334169,0.0001310506,0.000011715277,0.012162338,0.0032937159,0.0005536614,0.0000121165795,0.000024680583,0.00015525841],"about_ca_topic_score_codex":0.0046990453,"about_ca_topic_score_gemma":0.00032294058,"teacher_disagreement_score":0.006088564,"about_ca_system_score_codex":0.000050178045,"about_ca_system_score_gemma":0.00003597247,"threshold_uncertainty_score":0.71035826},"labels":[],"label_agreement":null},{"id":"W7073687045","doi":"","title":"Complexity of the early Archean Uivak Gneiss: Insights from Tigigakyuk Inlet, Saglek Block, Labrador, Canada and possible correlations with south West Greenland","year":2018,"lang":"","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Archean; Arctic; Precambrian; Period (music)","score_opus":0.046671876128800464,"score_gpt":0.27827239020533256,"score_spread":0.2316005140765321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073687045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605201,0.00042876456,0.000718624,0.014189396,0.00046961952,0.0016454798,0.02110844,0.00005989237,0.0008596984],"genre_scores_gemma":[0.99255425,0.00008060919,0.0020798733,0.00079446705,0.00022831338,0.00001676792,0.0027374502,0.000014932005,0.0014933442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940907,0.0007048249,0.0007010172,0.0011647424,0.0021720754,0.001166665],"domain_scores_gemma":[0.9946231,0.0010341989,0.0005139835,0.0013593907,0.0017108051,0.0007584846],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0018461166,0.0003590456,0.0003732365,0.00052572123,0.0027747126,0.000636881,0.0018127505,0.00011967347,0.00087306055],"category_scores_gemma":[0.00096163864,0.000251104,0.000071558534,0.002579635,0.0062451297,0.0014281077,0.00040319466,0.000687242,0.00004123162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037981704,0.00025303348,0.779898,0.00020569701,0.00010085156,0.000005834217,0.010955088,0.00001309775,0.00014874789,0.0026221187,0.18516956,0.02024815],"study_design_scores_gemma":[0.0012243653,0.00050984847,0.72720265,0.00038031273,0.00006884492,0.00001597145,0.0030084476,0.082448386,0.0022189477,0.002511031,0.17981197,0.0005992359],"about_ca_topic_score_codex":0.88635784,"about_ca_topic_score_gemma":0.80166984,"teacher_disagreement_score":0.084688015,"about_ca_system_score_codex":0.00008993682,"about_ca_system_score_gemma":0.0032382673,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W7073687602","doi":"","title":"Non-refoulement and national security: A comparative study of UK, Canada and New Zealand","year":2014,"lang":"en","type":"article","venue":"ResearchArchive–Te Puna Rangahau (Victoria University of Wellington)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deportation; Refugee; Torture; Human rights; Appeal; Immigration; State (computer science); Convention; Prison; Obligation","score_opus":0.02041471765665642,"score_gpt":0.2349960474606575,"score_spread":0.21458132980400108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073687602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99596816,0.000068990084,0.00019040385,0.00045513024,0.00007362663,0.00030159764,0.000101147285,0.000013901717,0.0028270523],"genre_scores_gemma":[0.9987831,0.00016549818,0.00037982076,0.000046295132,0.000051217743,8.332666e-8,0.000039915187,0.000002563947,0.00053150876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985065,0.00017263189,0.0001623495,0.00027522966,0.000649551,0.00023374974],"domain_scores_gemma":[0.9990335,0.00035342458,0.000111188594,0.00013295593,0.00013259241,0.00023635759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005537998,0.00012521127,0.0002841815,0.00019348598,0.00019621411,0.000017079234,0.00024966398,0.00003216419,0.00017592608],"category_scores_gemma":[0.000028463499,0.00012295012,0.000028451352,0.00014940773,0.000234319,0.0001132905,0.00006950983,0.00020543762,0.000002704341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015261726,0.00026424174,0.8649909,0.00024182905,0.0004100811,0.000029979383,0.04977303,0.00044737628,0.0003936101,0.0012244922,0.057734136,0.022964183],"study_design_scores_gemma":[0.011862601,0.004212475,0.462887,0.00036610116,0.00016040185,0.000018190718,0.035545215,0.16992058,0.003533675,0.021081692,0.28933686,0.0010752116],"about_ca_topic_score_codex":0.85890096,"about_ca_topic_score_gemma":0.43283248,"teacher_disagreement_score":0.42606845,"about_ca_system_score_codex":0.000018432505,"about_ca_system_score_gemma":0.000326212,"threshold_uncertainty_score":0.57751685},"labels":[],"label_agreement":null},{"id":"W7073692550","doi":"","title":"Hypotrichosis-lymphedema-telangiectasia-renal defect associated with a truncating mutation in the SOX18 gene","year":2014,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mutation; Gene; Heterozygote advantage; Transactivation; Allele; DNA; Deletion syndrome; Compound heterozygosity","score_opus":0.008368077259847713,"score_gpt":0.17051880174348297,"score_spread":0.16215072448363527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073692550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502459,0.00008618166,0.0037011406,0.00035241348,0.00009324429,0.0002202398,0.00005333021,0.000082040395,0.04516547],"genre_scores_gemma":[0.9989938,0.000007655272,0.00028017006,0.00021294164,0.00006019698,4.0317735e-7,0.000205323,0.000003599026,0.00023589759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858004,0.00022635375,0.00020917364,0.00025972672,0.00048654762,0.00023816027],"domain_scores_gemma":[0.9988615,0.00056921376,0.0002043068,0.00020162872,0.000105989406,0.00005739869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042271637,0.00016853806,0.00019812881,0.00013207637,0.0005992781,0.000091001486,0.00040187378,0.00008609147,0.000026846903],"category_scores_gemma":[0.00016971512,0.00010665686,0.00012845443,0.00035898451,0.00046467443,0.00042838688,0.000019410738,0.0001552679,0.000028246744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000453041,0.00014520092,0.94955313,0.000032854994,0.0002135963,0.00032012333,0.0025100596,0.008964786,0.00014436545,0.001239878,0.0035856671,0.032837313],"study_design_scores_gemma":[0.0015920539,0.00052483164,0.9637118,0.0002353709,0.00011566609,0.0004991379,0.0011328477,0.02036321,0.0007904898,0.0012486443,0.009373888,0.00041205453],"about_ca_topic_score_codex":0.0036593378,"about_ca_topic_score_gemma":0.00036104914,"teacher_disagreement_score":0.048747875,"about_ca_system_score_codex":0.00003973534,"about_ca_system_score_gemma":0.00015046957,"threshold_uncertainty_score":0.55318487},"labels":[],"label_agreement":null},{"id":"W7073693087","doi":"","title":"Survival and treatment patterns in elderly patients with advanced non-small-cell lung cancer in Manitoba","year":2011,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Chemotherapy; Cancer; Clinical trial; Survival analysis; Cause of death; Randomized controlled trial; Respiratory disease","score_opus":0.014095969310605912,"score_gpt":0.186097163606852,"score_spread":0.17200119429624608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073693087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953513,0.0002390401,0.00002414144,0.0000425529,0.00025220143,0.0004993858,0.00005637769,0.00004105947,0.003493951],"genre_scores_gemma":[0.9984546,0.000929391,0.00028523308,0.0001320598,0.000023789322,0.00001511889,0.000029951578,0.000009247685,0.000120650955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987194,0.00007685212,0.00017379159,0.00031912452,0.00012985345,0.0005809554],"domain_scores_gemma":[0.9995974,0.000022136865,0.000061045626,0.00014614167,0.000021512013,0.00015179557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010124007,0.00017630751,0.00016832018,0.00010524321,0.000037086458,0.00002644777,0.00013468038,0.000031967225,0.00018719785],"category_scores_gemma":[0.000005677128,0.00013103966,0.000017125516,0.00017791576,0.000033499044,0.00017961329,0.000011520305,0.00011420771,0.0000074972654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007707592,0.00006485136,0.852708,0.000012422681,0.0000053186154,0.00003333929,0.0017665775,0.000022582617,0.0000014526163,4.8226667e-7,0.000035384186,0.14527254],"study_design_scores_gemma":[0.0013682347,0.00021292978,0.99584424,0.000057370155,0.000010285847,7.109372e-7,0.00025002417,0.00043784027,0.000652151,0.000003709052,0.0009824011,0.00018011632],"about_ca_topic_score_codex":0.030277627,"about_ca_topic_score_gemma":0.014028045,"teacher_disagreement_score":0.14509241,"about_ca_system_score_codex":0.000035125002,"about_ca_system_score_gemma":0.00003917986,"threshold_uncertainty_score":0.97617984},"labels":[],"label_agreement":null},{"id":"W7073693506","doi":"","title":"Vancouver NGOs as agents of settlement program delivery and the financing of immigration policy in Canada","year":2016,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Immigration; Government (linguistics); Quarter (Canadian coin); Work (physics); Multiculturalism; Service delivery framework; Service (business)","score_opus":0.0042682037982005,"score_gpt":0.167954183111976,"score_spread":0.1636859793137755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073693506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90605974,0.0009955823,0.000044211207,0.00034058443,0.0002684539,0.0009733701,0.001969754,0.00004913929,0.08929919],"genre_scores_gemma":[0.9790912,0.0012832147,0.00021534903,0.00011977099,0.00001668012,2.2487485e-7,0.00003786445,0.000008955907,0.019226687],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993569,0.000053672917,0.00011410795,0.0001549408,0.00019754734,0.00012281189],"domain_scores_gemma":[0.9995389,0.00003604724,0.00023474815,0.00012548192,0.000032201384,0.000032616368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012736264,0.000039663366,0.0002295604,0.000077395605,0.000037470236,0.000008259157,0.00018011576,0.00005799587,0.0008034277],"category_scores_gemma":[0.000010985456,0.00007799822,0.00004149987,0.00011954184,0.00031112754,0.00006387449,0.000027181753,0.000060280578,0.0000019722122],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000094027655,0.000008753523,0.028686207,0.00007899266,0.000016762195,0.000010918452,0.000062042745,0.0000014452291,9.2699776e-7,4.3902693e-7,0.2796964,0.6914277],"study_design_scores_gemma":[0.001473356,0.00008945839,0.92576844,0.0010854105,0.000036951937,0.0000076112756,0.0023313258,0.0008712927,0.0000049027326,0.00017783008,0.06795751,0.0001959047],"about_ca_topic_score_codex":0.9997299,"about_ca_topic_score_gemma":0.9995134,"teacher_disagreement_score":0.8970822,"about_ca_system_score_codex":0.000030989337,"about_ca_system_score_gemma":0.00044578296,"threshold_uncertainty_score":0.87969697},"labels":[],"label_agreement":null},{"id":"W7073696049","doi":"","title":"Toepassing van het concept EPA als verbinding tussen professionele activiteiten en CanMEDS competentie gebieden","year":2008,"lang":"nl","type":"article","venue":"TU/e Research Portal (Eindhoven University of Technology)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuing education","score_opus":0.04318260741941895,"score_gpt":0.2878871226878816,"score_spread":0.24470451526846262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073696049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601246,0.0014678733,0.00017165738,0.0067444434,0.00035231307,0.00086372904,0.00035537666,0.000385407,0.029534576],"genre_scores_gemma":[0.9779519,0.0013929136,0.0017506845,0.00006744494,0.00009036954,7.5246123e-7,0.00017690999,0.000023594046,0.018545466],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950641,0.0005837771,0.0004782764,0.00093257194,0.0014433023,0.0014980212],"domain_scores_gemma":[0.9974879,0.00039736516,0.00042964215,0.0008672684,0.00041336942,0.0004044268],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001547312,0.0004256152,0.0008293177,0.001997393,0.0020207355,0.000052427622,0.0018504012,0.00085296144,0.0076991036],"category_scores_gemma":[0.00028793231,0.00046087897,0.00026871535,0.001956007,0.003106661,0.0008552072,0.0007109106,0.0021648812,0.00064918713],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091686175,0.0010835447,0.3725825,0.0004672179,0.0011162839,0.010758783,0.00986641,0.00018673779,0.01742714,0.0010610785,0.36587626,0.21865718],"study_design_scores_gemma":[0.0055390624,0.00416299,0.06407951,0.0033407519,0.00034514107,0.0013832983,0.13091397,0.012619156,0.11430318,0.003754568,0.6564366,0.0031217344],"about_ca_topic_score_codex":0.014969067,"about_ca_topic_score_gemma":0.0002461853,"teacher_disagreement_score":0.308503,"about_ca_system_score_codex":0.00017978609,"about_ca_system_score_gemma":0.0010495516,"threshold_uncertainty_score":0.9997843},"labels":[],"label_agreement":null},{"id":"W7073697644","doi":"","title":"Spirituality in coping with pain in cancer patients: a cross-sectional study","year":2021,"lang":"en","type":"article","venue":"Repositorio Institucional (Universidade Fernando Pessoa)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spirituality; Coping (psychology); Faith; McGill Pain Questionnaire; Pain assessment; Cancer pain; Health care; Coping behavior","score_opus":0.01796277844801874,"score_gpt":0.2540037425944333,"score_spread":0.23604096414641457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073697644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960357,0.00020423123,0.00010898535,0.00041826296,0.0006337649,0.00022896842,0.000035916804,0.00005546941,0.0022787107],"genre_scores_gemma":[0.99878556,0.00002779808,0.00023084322,0.00044986716,0.00012470737,0.0000042779616,0.0000878085,0.0000048625243,0.00028430566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981171,0.00022093779,0.00029862468,0.0004980587,0.00057408004,0.00029121706],"domain_scores_gemma":[0.99930876,0.0001105785,0.00012110284,0.00017145135,0.00019331196,0.00009480298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052202225,0.0001697194,0.0002312919,0.00022648295,0.00022429565,0.00014542298,0.00020090249,0.00009435802,0.00030675455],"category_scores_gemma":[0.00007780279,0.00016173575,0.000052999294,0.0006427393,0.00007767254,0.0005947791,0.000032250853,0.00034158895,0.0000096178155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019126762,0.00027074505,0.99544793,0.00001706966,0.000019751064,0.0004040593,0.00034237362,0.0009719389,0.000019295096,0.000082409795,0.0002975192,0.0019356227],"study_design_scores_gemma":[0.002113813,0.00022642086,0.98945343,0.00010351275,0.0000070685073,0.000019985704,0.00038386427,0.00088881864,0.00016787322,0.00006358046,0.0063443137,0.00022733517],"about_ca_topic_score_codex":0.021151824,"about_ca_topic_score_gemma":0.008480384,"teacher_disagreement_score":0.012671441,"about_ca_system_score_codex":0.00014779574,"about_ca_system_score_gemma":0.00033409387,"threshold_uncertainty_score":0.9853664},"labels":[],"label_agreement":null},{"id":"W7073700623","doi":"","title":"Quebec Tackles Electroconvulsive Therapy Issue","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electroconvulsive therapy; MEDLINE; Action (physics); Clinical trial","score_opus":0.011017341210304472,"score_gpt":0.197212759855907,"score_spread":0.18619541864560252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073700623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78082323,0.0071729566,0.00052401464,0.0030414856,0.0019683926,0.00096938503,0.000039733146,0.00083880173,0.204622],"genre_scores_gemma":[0.9774861,0.0023490842,0.00077949616,0.00601596,0.00023791764,0.0000060511675,0.000043559394,0.000014835195,0.013067018],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807274,0.00023822117,0.00019753665,0.00034321434,0.0002334542,0.00091484684],"domain_scores_gemma":[0.99928284,0.000061368715,0.00007625726,0.00026468132,0.0000530403,0.00026183168],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031639525,0.00019786903,0.00016817646,0.00008280026,0.0001463236,0.0001070168,0.00028439666,0.000050769704,0.0037750483],"category_scores_gemma":[0.00013140147,0.00015816366,0.00006570341,0.00032800788,0.00009814009,0.00024363327,0.0000056200356,0.00021017408,0.0007798316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007307779,0.00006027376,0.14754027,0.00001232194,0.000049469632,0.000077718774,0.0020747907,0.00002267665,0.0004009775,0.00072196225,0.20433226,0.6446342],"study_design_scores_gemma":[0.0002564263,0.000054770982,0.09011807,0.000006805388,0.0000051822362,0.000020315207,0.00008287355,0.00006707043,0.04160544,0.0001853742,0.86738735,0.0002102925],"about_ca_topic_score_codex":0.0057829223,"about_ca_topic_score_gemma":0.00021596084,"teacher_disagreement_score":0.6630551,"about_ca_system_score_codex":0.000014401645,"about_ca_system_score_gemma":0.00010973784,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W7073700643","doi":"","title":"Comparative life tables of leek moth, Acrolepiopsis assectella (Zeller) (Lepidoptera: Acrolepiidae), in its native range","year":2017,"lang":"en","type":"other","venue":"reroDoc Digital Library","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"PEST analysis; Pupa; Larva; Population; Range (aeronautics); Mortality rate; Natural enemies; Longevity","score_opus":0.022321206306683536,"score_gpt":0.23226776260004542,"score_spread":0.2099465562933619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073700643","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053750556,0.0071051274,0.000024302784,0.0002350168,0.00030664884,0.00044573346,0.004422278,0.0003549091,0.98173094],"genre_scores_gemma":[0.508404,0.0019480147,0.0005138569,0.0007692115,0.00032803224,0.0000058740507,0.0021648605,0.00012833632,0.48573783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978865,0.00013749448,0.00045467867,0.00062758604,0.0004034623,0.0004902971],"domain_scores_gemma":[0.9983028,0.00026988363,0.00064115826,0.0005436876,0.000030202324,0.00021223509],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014712209,0.00050915085,0.00104291,0.0005560208,0.00008673934,0.0003616876,0.0009417779,0.00033216464,0.007128031],"category_scores_gemma":[0.00009795333,0.0004430214,0.00020185167,0.0002730175,0.0003465746,0.0017455531,0.00011601629,0.00041601414,0.0006884189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088869645,0.0000725708,0.045415077,0.00016382788,0.000114719114,0.00004917047,0.00022500112,0.000013147143,0.0000024369665,0.000024063613,0.92862856,0.025202569],"study_design_scores_gemma":[0.0005314433,0.0001662788,0.0076424167,0.0012023648,0.000020478452,0.00000667137,0.00013343313,0.0008447115,0.0013805982,0.0003187469,0.9870926,0.0006602386],"about_ca_topic_score_codex":0.0011057599,"about_ca_topic_score_gemma":0.00007049338,"teacher_disagreement_score":0.5030289,"about_ca_system_score_codex":0.0000066963344,"about_ca_system_score_gemma":0.00019022945,"threshold_uncertainty_score":0.9998022},"labels":[],"label_agreement":null},{"id":"W7073700957","doi":"","title":"Personal Privacy and Public Health: Potential Impacts of Privacy Legislation on Health Research in Canada","year":2008,"lang":"en","type":"other","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Information privacy; Privacy policy; Public health; Privacy law; Personally identifiable information; Information privacy law; Confidentiality","score_opus":0.04337764517582995,"score_gpt":0.23188152255583724,"score_spread":0.1885038773800073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073700957","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13070847,0.0058315955,0.00006342289,0.12804404,0.0010542971,0.0026949015,0.004817744,0.00094128,0.72584426],"genre_scores_gemma":[0.8015805,0.009059745,0.0009044442,0.0027973712,0.00020269555,5.8627467e-7,0.0029729782,0.00015687592,0.1823248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963261,0.00051978393,0.00041779105,0.0007203227,0.00095748715,0.0010585292],"domain_scores_gemma":[0.99821293,0.00018045395,0.0004499768,0.00041962686,0.000046145924,0.00069086713],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038472205,0.0003912843,0.00067346235,0.0017112036,0.00027817386,0.000097954966,0.0006710729,0.00020566239,0.0014597487],"category_scores_gemma":[0.000057651843,0.0004031692,0.00009873496,0.001108179,0.0003833213,0.0010645561,0.00016416716,0.00071383966,0.000024647601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005849326,0.000058873014,0.05500849,0.00014165504,0.000032565757,0.000100099496,0.00045931028,0.000003522142,3.336457e-7,0.00009623975,0.89877033,0.04527009],"study_design_scores_gemma":[0.00055686024,0.0002922014,0.026319308,0.0004251432,0.000002607113,0.000017599079,0.00074270036,0.00052434596,0.000014689814,0.0001270695,0.9706201,0.00035737825],"about_ca_topic_score_codex":0.90648675,"about_ca_topic_score_gemma":0.21321657,"teacher_disagreement_score":0.6932702,"about_ca_system_score_codex":0.00023661341,"about_ca_system_score_gemma":0.007225806,"threshold_uncertainty_score":0.999842},"labels":[],"label_agreement":null},{"id":"W7073701456","doi":"","title":"Stillbirth service delivery in hospitals : an interdisciplinary view of policy and procedure","year":2000,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Hyporeflexia; Fusible alloy; Proteogenomics; Dysgeusia; Articular cartilage damage","score_opus":0.0053494944874849445,"score_gpt":0.19137240548886672,"score_spread":0.18602291100138177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073701456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.879236,0.001990194,0.000004708216,0.00017564207,0.000048922993,0.0002942384,0.0010521915,0.00011651865,0.11708162],"genre_scores_gemma":[0.97901875,0.0030237425,0.00043628787,0.00025507962,0.00004187045,1.0643301e-7,0.00017752328,0.000028169514,0.017018499],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99914896,0.00005337897,0.00011965064,0.0003424601,0.00015395653,0.00018159549],"domain_scores_gemma":[0.9995063,0.00002035242,0.0001488504,0.00019798442,0.000031344705,0.00009516712],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008746708,0.00006816938,0.00035294893,0.0001998715,0.000059283473,0.000030961848,0.0003313476,0.00018081075,0.0015314395],"category_scores_gemma":[0.0000048094957,0.00019641098,0.000048800437,0.00033959304,0.00030054696,0.0002175816,0.00006929747,0.00013921973,0.000013328171],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011437859,0.000038011833,0.027920663,0.00047505274,0.000018620083,0.000055382065,0.0003530038,0.0000031446284,0.0000018562995,1.4110633e-7,0.05947996,0.91164273],"study_design_scores_gemma":[0.00040720278,0.00018537621,0.9820196,0.0017609926,0.000024825147,0.00005174215,0.002299106,0.0006818271,3.668734e-7,0.0002329937,0.012054584,0.00028137545],"about_ca_topic_score_codex":0.75628597,"about_ca_topic_score_gemma":0.6866101,"teacher_disagreement_score":0.95409894,"about_ca_system_score_codex":0.000007696804,"about_ca_system_score_gemma":0.00012584918,"threshold_uncertainty_score":0.9993813},"labels":[],"label_agreement":null},{"id":"W7073704685","doi":"","title":"Evidence for Spin Correlation in tt Production","year":2012,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Fundação para o Desenvolvimento da UNESP; Centre National de la Recherche Scientifique; Institut National de Physique Nucléaire et de Physique des Particules; Vetenskapsrådet; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Bildung und Forschung; Russian Foundation for Basic Research; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Korea Science and Engineering Foundation; Department of Science and Technology, Ministry of Science and Technology, India; Grantová Agentura České Republiky; Federal Agency for Science and Innovation; Deutsche Forschungsgemeinschaft; Secretaría de Ciencia y Técnica, Universidad de Buenos Aires; National Science Foundation; Science Foundation Ireland; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Fermilab; Consejo Nacional de Investigaciones Científicas y Técnicas; Fundação de Amparo à Pesquisa do Estado de São Paulo; U.S. Department of Energy","keywords":"Tevatron; Fermilab; Luminosity; Collider; Lepton; Spin (aerodynamics); Collider Detector at Fermilab; Detector","score_opus":0.05596796409853559,"score_gpt":0.24814195072287726,"score_spread":0.19217398662434165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073704685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98304904,0.00088545773,0.01057505,0.0022053374,0.00061941246,0.00038137648,0.000011027591,0.000074212476,0.0021991208],"genre_scores_gemma":[0.9919299,0.000073576004,0.00697408,0.00009818133,0.00007171453,9.046165e-8,0.000017379274,0.0000012345572,0.00083387026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995373,0.000033280437,0.00006767589,0.00012007895,0.000101643214,0.00014000546],"domain_scores_gemma":[0.99968624,0.00007251761,0.00007085215,0.000091205344,0.000035574903,0.00004362533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035037726,0.000048458605,0.00008355181,0.00013412465,0.000086043125,0.0000043576265,0.00010844403,0.000048861202,0.00023186152],"category_scores_gemma":[0.00008821561,0.000056196168,0.000036670295,0.00019969296,0.0000561345,0.0006961305,0.000008298385,0.0000621709,0.00004478411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012467091,0.000035326397,0.81527776,0.000045640012,0.0000048090483,8.196867e-7,0.0010257089,0.00059737376,0.00015445854,0.00011655691,0.010826607,0.1717903],"study_design_scores_gemma":[0.0003035249,0.00013746426,0.93106663,0.00018705514,0.000017542805,0.000004452799,0.0016616588,0.04651199,0.0006554152,0.0006733994,0.018632386,0.00014845662],"about_ca_topic_score_codex":0.0034318424,"about_ca_topic_score_gemma":0.00028983247,"teacher_disagreement_score":0.17164184,"about_ca_system_score_codex":0.000011102256,"about_ca_system_score_gemma":0.000027104476,"threshold_uncertainty_score":0.51879424},"labels":[],"label_agreement":null},{"id":"W7073712539","doi":"","title":"A pioneer of Australian paediatrics: Dr Henry Edward Brown (1858-1931)","year":2015,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Officer; Ethos; Club; Specialty; Institution; Sick child; Biography; HERO; Quarter (Canadian coin)","score_opus":0.018279191494618548,"score_gpt":0.19842950705546475,"score_spread":0.1801503155608462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073712539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8166714,0.00078263675,0.0028125786,0.0029905674,0.0014029413,0.000477174,0.0006035153,0.00029168263,0.17396753],"genre_scores_gemma":[0.99501145,0.000036092133,0.0005929249,0.000120402125,0.00013732184,1.1610619e-7,0.00014054817,0.000004148443,0.0039569694],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846834,0.00007852288,0.00030461422,0.0002791907,0.0006133894,0.00025594208],"domain_scores_gemma":[0.99883574,0.0001259737,0.00023720805,0.00029772695,0.0002910666,0.0002122654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022446904,0.00018203014,0.00028054396,0.00017966994,0.00029313818,0.000050178918,0.0004722328,0.00013238833,0.000093186754],"category_scores_gemma":[0.000077207274,0.00015453403,0.0001913924,0.0002857488,0.0010281941,0.0006330549,0.000052227475,0.00021664005,0.00011230474],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005750559,0.00011735237,0.79871625,0.00008578804,0.0001666686,0.00020073452,0.0012664152,0.0020507805,0.00004736046,0.0015011347,0.17931308,0.015959376],"study_design_scores_gemma":[0.0020203174,0.00068265764,0.29928222,0.00021879801,0.00016671991,0.00038624133,0.0025640146,0.0033766795,0.0016654962,0.0037680697,0.6851339,0.00073491514],"about_ca_topic_score_codex":0.0048769773,"about_ca_topic_score_gemma":0.000048206468,"teacher_disagreement_score":0.5058208,"about_ca_system_score_codex":0.00003778219,"about_ca_system_score_gemma":0.00041624025,"threshold_uncertainty_score":0.73725635},"labels":[],"label_agreement":null},{"id":"W7073719783","doi":"","title":"Salt-induced vascular damage in hypertension involves redox activation of PARP/TRPM2 signalling and inflammasome assembly","year":2025,"lang":"en","type":"article","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fondation Leducq; University of Glasgow; Canadian Institutes of Health Research; Tenovus; Foulkes Foundation; British Heart Foundation; McGill University","keywords":"Inflammasome; Vascular smooth muscle; Transient receptor potential channel; TRPM2; Inflammation; Reactive oxygen species; Receptor; Signal transduction; Mesenteric arteries","score_opus":0.01315625708969337,"score_gpt":0.18030529733078793,"score_spread":0.16714904024109456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073719783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883192,0.0001770237,0.0016039629,0.00029550315,0.00010320277,0.00027080937,0.000032147196,0.000042986205,0.009155139],"genre_scores_gemma":[0.99776715,0.00032507587,0.0016520434,0.000029313711,0.000015581787,3.8109867e-8,0.000026712014,0.0000027670367,0.0001812911],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998446,0.00017886904,0.00031893025,0.00040094706,0.00042698544,0.00022826476],"domain_scores_gemma":[0.99879456,0.00019701102,0.00034332662,0.00031632505,0.0002628352,0.000085932494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005031866,0.0002058794,0.00038489862,0.00034430093,0.00059444236,0.00002109792,0.0005714302,0.00020775635,0.000055446915],"category_scores_gemma":[0.00004438915,0.0002195236,0.00015808108,0.000513389,0.0010582219,0.0007541632,0.00008374004,0.00036887339,0.0000024361775],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001973609,0.0008166515,0.17816366,0.0011936626,0.00083096884,0.00060078566,0.005915882,0.017572109,0.7220996,0.03810463,0.000601112,0.032127336],"study_design_scores_gemma":[0.001961106,0.00040821542,0.8787488,0.0012785221,0.00020113197,0.000029666844,0.025062695,0.019684495,0.06804587,0.0030977838,0.0010009095,0.00048084208],"about_ca_topic_score_codex":0.014241908,"about_ca_topic_score_gemma":0.0006753208,"teacher_disagreement_score":0.7005851,"about_ca_system_score_codex":0.000050138486,"about_ca_system_score_gemma":0.00055175467,"threshold_uncertainty_score":0.9923223},"labels":[],"label_agreement":null},{"id":"W7073720557","doi":"","title":"Test accuracy of the Montreal Cognitive Assessment in screening for early poststroke neurocognitive disorder: the Nor-COAST study","year":2020,"lang":"en","type":"other","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Montreal Cognitive Assessment; Receiver operating characteristic; Cognition; Gold standard (test); Test (biology); Observational study","score_opus":0.028239940468975766,"score_gpt":0.2660491569670784,"score_spread":0.23780921649810266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073720557","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2606581,0.00022750763,0.018347997,0.0058549168,0.00028580654,0.0144895455,0.028363815,0.0003320197,0.6714403],"genre_scores_gemma":[0.9694485,0.0010810463,0.00240311,0.00012529793,0.00006698813,0.000001042755,0.00045364647,0.0000670938,0.026353285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966336,0.0009465855,0.00021045485,0.0006716739,0.0009069158,0.00063080975],"domain_scores_gemma":[0.995474,0.0031682672,0.00045807063,0.0004493949,0.0002628756,0.0001873992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069970434,0.00033163,0.00055345934,0.00082277233,0.00078922405,0.000040134022,0.0020554457,0.00014302615,0.00047693163],"category_scores_gemma":[0.00045355727,0.00028556588,0.00032064918,0.001078146,0.001344367,0.00028982593,0.0006874057,0.0012992104,0.0000045769193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014889484,0.0005179196,0.85925454,0.00018073428,0.00036769852,0.00015553611,0.005978955,0.00003377805,0.00001539762,0.000079764766,0.04477712,0.08714959],"study_design_scores_gemma":[0.0035339529,0.0024553917,0.70898503,0.000594183,0.00020733954,0.0000039629576,0.10337041,0.00699662,0.000012671763,0.00027357988,0.17314045,0.00042642705],"about_ca_topic_score_codex":0.11269858,"about_ca_topic_score_gemma":0.061196722,"teacher_disagreement_score":0.7087904,"about_ca_system_score_codex":0.00003305336,"about_ca_system_score_gemma":0.00044241958,"threshold_uncertainty_score":0.99995965},"labels":[],"label_agreement":null},{"id":"W7073723253","doi":"","title":"Comparison of individual, group and combined intervention formats in a randomized controlled trial for facilitating goal attainment and improving psychosocial function following acquired brain injury","year":2008,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acquired brain injury; Psychosocial; Randomized controlled trial; Intervention (counseling); Psychological intervention; Rehabilitation; Traumatic brain injury; Goal Attainment Scaling; Poison control","score_opus":0.014480107818679814,"score_gpt":0.23929012491908108,"score_spread":0.22481001710040127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073723253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910985,0.00022390837,0.0060061077,0.00011196414,0.0002971473,0.0013554774,0.000064674816,0.000029813766,0.000812354],"genre_scores_gemma":[0.99933344,0.000013926115,0.00036849864,0.00004356817,0.000033739376,0.0000033598221,0.00011394601,0.0000023679615,0.00008715651],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9986153,0.00019361867,0.0005206658,0.00020930402,0.00030803907,0.00015304427],"domain_scores_gemma":[0.99858284,0.00084557524,0.0003842026,0.000081308644,0.000054729637,0.00005136664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077684055,0.00014368731,0.0006697624,0.00015804115,0.0004647449,0.000040338273,0.00012337914,0.00008987426,0.000005938067],"category_scores_gemma":[0.00023656609,0.000114844974,0.0002876981,0.00008684174,0.0005819245,0.00053121994,0.000031983913,0.000096303585,4.9743244e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.80592877,0.00024257334,0.15787335,0.00016700856,0.00044772433,0.000013236774,0.0051544067,0.00013179665,0.00016861851,0.0006526595,0.0012668638,0.02795297],"study_design_scores_gemma":[0.8922654,0.0023803518,0.061465442,0.00035074877,0.0002682007,0.000027223583,0.004640781,0.03539037,0.00014673907,0.0017494597,0.0009286951,0.00038659552],"about_ca_topic_score_codex":0.0010996462,"about_ca_topic_score_gemma":0.00004624746,"teacher_disagreement_score":0.09640791,"about_ca_system_score_codex":0.00001993955,"about_ca_system_score_gemma":0.00006311007,"threshold_uncertainty_score":0.4683242},"labels":[],"label_agreement":null},{"id":"W7073726663","doi":"","title":"Dietary Patterns and Risk of Colorectal Cancer Subtypes Classified by Fusobacterium nucleatum in Tumor Tissue","year":2018,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Gary Bennett Family Fund; Bayer HealthCare; National Institutes of Health; Pfizer","keywords":"Fusobacterium nucleatum; Colorectal cancer; Disease; Cancer; Population; Epidemiology","score_opus":0.00818513376883704,"score_gpt":0.19512257090777085,"score_spread":0.18693743713893382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073726663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99736595,0.00014512925,0.00004073816,0.00040271657,0.00013604794,0.00009516438,0.00042576855,0.000030798412,0.0013576834],"genre_scores_gemma":[0.9983583,0.00040982763,0.0006816628,0.00012930474,0.000024851384,5.6449046e-8,0.000032306307,0.0000026962662,0.00036096323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993673,0.00006439088,0.00009843987,0.00019867388,0.00011905318,0.00015217012],"domain_scores_gemma":[0.99961126,0.000055564276,0.00013210955,0.00009111984,0.00004507094,0.00006488281],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012409377,0.00008784782,0.0001925599,0.000115537965,0.00009164865,0.0000072551397,0.00017659983,0.000060745657,0.0011704421],"category_scores_gemma":[0.000010705717,0.00009460801,0.000030431887,0.00015647517,0.0003112105,0.00018797745,0.000033180175,0.00011057206,0.000014311808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001605543,0.000026206832,0.95280445,0.000031848307,0.000023502878,0.000009301747,0.00083518104,0.00000270413,0.0019921772,0.0000017995569,0.008074544,0.036037758],"study_design_scores_gemma":[0.00037470713,0.00035689503,0.9756615,0.000055421144,0.00003060429,0.0000028001975,0.0011555528,0.005956681,0.006172354,0.00006997963,0.01003456,0.00012890555],"about_ca_topic_score_codex":0.0871112,"about_ca_topic_score_gemma":0.0122405905,"teacher_disagreement_score":0.0748706,"about_ca_system_score_codex":0.000008955284,"about_ca_system_score_gemma":0.00004003524,"threshold_uncertainty_score":0.9997426},"labels":[],"label_agreement":null},{"id":"W7073730440","doi":"","title":"Tracks : 7th Canadian Community Play &amp; Art Symposium","year":2019,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Work (physics); Exposition (narrative); Presentation (obstetrics)","score_opus":0.008421266198660368,"score_gpt":0.15946961644637023,"score_spread":0.15104835024770985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073730440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311467,0.00004155773,0.00004680727,0.00031715544,0.0001939136,0.00014350886,0.00038063267,0.000089620175,0.06764015],"genre_scores_gemma":[0.9905782,0.000058914826,0.00035093096,0.00060083735,0.000012162915,3.0245943e-8,0.0002273152,0.0000036621523,0.008167958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991384,0.00011705209,0.000085194166,0.00019724578,0.00017706283,0.00028505712],"domain_scores_gemma":[0.9992422,0.000060256934,0.0000632082,0.00032949343,0.000073189374,0.00023164673],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030963993,0.000041992804,0.00018198635,0.00007414939,0.00038320041,0.00008618068,0.0004612146,0.00009927118,0.004176223],"category_scores_gemma":[0.000010650816,0.00013717668,0.00008059061,0.0001943227,0.00025536385,0.00033617805,0.000023362616,0.00029243046,0.0010808768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071633317,0.000032802538,0.5475647,0.000044201905,0.000024489469,0.000039558206,0.00048293194,0.000051670788,0.00004045684,6.1202957e-7,0.17223793,0.27947348],"study_design_scores_gemma":[0.00026719866,0.00006884985,0.94161534,0.00006654671,0.000012126619,0.0000467703,0.0015520321,0.0006560345,0.0000014114948,0.00013749214,0.055407327,0.00016887269],"about_ca_topic_score_codex":0.9931345,"about_ca_topic_score_gemma":0.9940686,"teacher_disagreement_score":0.39405063,"about_ca_system_score_codex":0.000023824721,"about_ca_system_score_gemma":0.00014601885,"threshold_uncertainty_score":0.9996969},"labels":[],"label_agreement":null},{"id":"W7073734493","doi":"","title":"Annealing Between Distributions by Averaging Moments","year":2014,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Moment (physics); Boltzmann machine; Piecewise; Monte Carlo method; Importance sampling; Sequence (biology); Exponential function; Geometric distribution; Partition (number theory); Sampling (signal processing)","score_opus":0.006967455918421096,"score_gpt":0.16738630861630224,"score_spread":0.16041885269788114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073734493","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1667801,0.003370182,0.031546354,0.00082394667,0.0011926349,0.0010177261,0.039368965,0.0021405313,0.75375956],"genre_scores_gemma":[0.8046329,0.00047836787,0.0009815786,0.00016624833,0.00013892526,8.9249674e-8,0.0036535729,0.00004660871,0.1899017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901044,0.000056283327,0.000101172125,0.00034754755,0.00022992003,0.00025463043],"domain_scores_gemma":[0.999395,0.000033195403,0.00018618561,0.0002201656,0.00003775382,0.00012765998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014367228,0.000062939456,0.00030205358,0.000071082046,0.00020024531,0.000079791906,0.00038496475,0.00018278229,0.003795348],"category_scores_gemma":[0.000012468167,0.00021661486,0.00009915755,0.00015994775,0.00030252253,0.00010336227,0.000033726643,0.00017628165,0.00018725108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.9740573e-7,0.0000047071326,0.042476982,0.000031341417,0.000024423724,0.000008129308,0.000007801496,6.358593e-7,5.6540773e-7,5.2375082e-8,0.65477073,0.30267423],"study_design_scores_gemma":[0.00033395088,0.00004177882,0.43146175,0.00047009613,0.0000656708,0.000008873702,0.00018854719,0.0005831127,7.709659e-7,0.00012852941,0.56637824,0.00033869478],"about_ca_topic_score_codex":0.70301735,"about_ca_topic_score_gemma":0.062408004,"teacher_disagreement_score":0.6406093,"about_ca_system_score_codex":0.000013396889,"about_ca_system_score_gemma":0.000031940854,"threshold_uncertainty_score":0.9971153},"labels":[],"label_agreement":null},{"id":"W7073735033","doi":"","title":"Revue de droit. Université de Sherbrooke. Volume 50 - Numéros 1-3","year":2022,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Deformation (meteorology); Noise (video); Compression (physics)","score_opus":0.008784056267903097,"score_gpt":0.17286928761961787,"score_spread":0.16408523135171477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073735033","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055111166,0.02028334,0.016173111,0.00097474514,0.0014737152,0.00061823364,0.0003032465,0.00015929369,0.9049032],"genre_scores_gemma":[0.1851356,0.003712446,0.009452345,0.00024407203,0.00024530813,4.4384618e-7,0.00012342817,0.00004568246,0.80104065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977353,0.0003344787,0.00034581794,0.000556973,0.0004633645,0.00056406535],"domain_scores_gemma":[0.9986024,0.000112861824,0.0003067523,0.0006147739,0.000100829035,0.00026239053],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043901472,0.00040880707,0.0005808897,0.0003430009,0.0013071785,0.000021137435,0.001953256,0.00041672267,0.043647844],"category_scores_gemma":[0.000060293743,0.00046024207,0.0006199043,0.0004759804,0.0016991291,0.00022227893,0.00058157486,0.0006427941,0.0004133494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007987945,0.00079028134,0.26609603,0.009726093,0.00095142546,0.0002902145,0.012815424,0.07591946,0.00780797,0.018615618,0.5777665,0.028422236],"study_design_scores_gemma":[0.00060628506,0.00016773253,0.0341916,0.0026746732,0.000333746,0.00020772548,0.00037523778,0.046598263,0.003780277,0.00043088087,0.91018313,0.0004504595],"about_ca_topic_score_codex":0.02984516,"about_ca_topic_score_gemma":0.017436676,"teacher_disagreement_score":0.33241665,"about_ca_system_score_codex":0.0033516057,"about_ca_system_score_gemma":0.0006830347,"threshold_uncertainty_score":0.99999297},"labels":[],"label_agreement":null},{"id":"W7073735085","doi":"","title":"Variable assortative mating in replicate mating trials using Drosophila melanogaster populations derived from contrasting opposing slopes of 'Evolution Canyon', Israel","year":2005,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Assortative mating; Replicate; Mating; Drosophila melanogaster; Reproductive isolation; Mate choice; Genetic algorithm; Mating preferences; Drosophila (subgenus)","score_opus":0.04390966563608286,"score_gpt":0.2411643108864563,"score_spread":0.19725464525037342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073735085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442106,0.00018301312,0.04365211,0.00019371943,0.0001648347,0.00027723078,0.00030949025,0.000058860307,0.010950128],"genre_scores_gemma":[0.9725755,0.000005079142,0.02697156,0.0000628613,0.000104694336,2.2819437e-7,0.00016917218,0.00000492847,0.00010600278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981712,0.00024892762,0.0006712103,0.00031188782,0.00035426364,0.00024248468],"domain_scores_gemma":[0.99828863,0.00055855303,0.00070105965,0.00020223494,0.00017699701,0.00007252657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005811268,0.00018566096,0.000451783,0.00018383097,0.0005448987,0.00006855826,0.0002523233,0.000109639186,0.000055136552],"category_scores_gemma":[0.0003625206,0.00016244076,0.00013463265,0.0002519183,0.00034560854,0.0009129537,0.00004073579,0.00021028736,0.000007787173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041206236,0.00008432676,0.89226294,0.00006437237,0.00019018925,0.000043370543,0.0021941566,0.075304456,0.014133665,0.0030299858,0.00026243884,0.012018033],"study_design_scores_gemma":[0.0025915552,0.00015661778,0.591883,0.0017599664,0.00027672245,0.00013659906,0.0057170396,0.37841105,0.009650641,0.006718907,0.0019473222,0.0007505562],"about_ca_topic_score_codex":0.03533115,"about_ca_topic_score_gemma":0.0003768214,"teacher_disagreement_score":0.3031066,"about_ca_system_score_codex":0.00009898598,"about_ca_system_score_gemma":0.00023295879,"threshold_uncertainty_score":0.97109264},"labels":[],"label_agreement":null},{"id":"W7073736356","doi":"","title":"Housing first and emergency department utilization among homeless individuals with mental illness in Vancouver","year":2013,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Mental illness; Logistic regression; Mental health; Odds; Odds ratio; Depression (economics); Substance use; Complaint; Health care","score_opus":0.007577371562009567,"score_gpt":0.16627035284940953,"score_spread":0.15869298128739995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073736356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96936953,0.0006806072,0.00015738803,0.000020062154,0.00027132483,0.0004799111,0.0005143792,0.00012024131,0.028386537],"genre_scores_gemma":[0.9733197,0.0020961864,0.00043816224,0.000024384846,0.000018721685,3.53145e-7,0.00022357327,0.000027278895,0.02385166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991442,0.00003699131,0.00009391138,0.00032316108,0.00021374124,0.00018798461],"domain_scores_gemma":[0.9995985,0.000009274237,0.00016642903,0.00012764259,0.000024216873,0.000073946976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008231421,0.00006869978,0.00025670562,0.00012532221,0.00013556374,0.000050600414,0.00016747916,0.00013410879,0.0033335348],"category_scores_gemma":[0.0000026106923,0.00017751097,0.000029871033,0.0002011158,0.00028859003,0.00024596244,0.000031955442,0.00009679964,0.000010916295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017750514,0.00001663238,0.5367968,0.00006680546,0.000017393684,0.000021918928,0.00011126019,0.0000033001613,5.45701e-8,4.7027807e-8,0.21898161,0.2439824],"study_design_scores_gemma":[0.00043771297,0.00004884395,0.9659624,0.0004911553,0.000023898749,0.00000567832,0.0017363839,0.0007636524,2.9292517e-7,0.000018658196,0.030254817,0.00025650236],"about_ca_topic_score_codex":0.71089566,"about_ca_topic_score_gemma":0.9204541,"teacher_disagreement_score":0.4291656,"about_ca_system_score_codex":0.000014187979,"about_ca_system_score_gemma":0.00002471822,"threshold_uncertainty_score":0.99757755},"labels":[],"label_agreement":null},{"id":"W7073741214","doi":"","title":"True Confessions of Neutral Mechanical Disciple-How I Learned to Love a Patient-Specific Target","year":2024,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Perspective (graphical); Proposition; Criticism; Set (abstract data type)","score_opus":0.07807232798718884,"score_gpt":0.30540123331755237,"score_spread":0.22732890533036354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073741214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943563,0.00024420174,0.00026936136,0.0034400607,0.0002247465,0.00027915585,0.00010788473,0.000046487145,0.0010318084],"genre_scores_gemma":[0.98731667,0.00011442809,0.0012526611,0.000014696807,0.00004163046,1.616936e-7,0.000021465845,0.0000042710894,0.01123404],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985846,0.00021452633,0.00013533395,0.00035425354,0.0003997403,0.0003114943],"domain_scores_gemma":[0.9992692,0.00013110423,0.00004942573,0.00020419572,0.000114031805,0.00023205666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035796096,0.000106945,0.00020530602,0.00023887507,0.0002078505,0.0000888853,0.00027486868,0.00010478268,0.00032195158],"category_scores_gemma":[0.00001210931,0.000094572504,0.00008463371,0.00029030253,0.0004057467,0.00028373208,0.00009395127,0.00033213058,0.000055881254],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021973725,0.0005649581,0.24568741,0.002923845,0.0005398052,0.002355864,0.037455354,0.00031686405,0.25936452,0.006835484,0.3167765,0.12498202],"study_design_scores_gemma":[0.0010675768,0.004514503,0.12875229,0.0020901687,0.00007913993,0.00017806358,0.058893204,0.013784619,0.5269446,0.0025837503,0.26014462,0.0009674759],"about_ca_topic_score_codex":0.0027678641,"about_ca_topic_score_gemma":0.000018335206,"teacher_disagreement_score":0.2675801,"about_ca_system_score_codex":0.000011065017,"about_ca_system_score_gemma":0.000067722765,"threshold_uncertainty_score":0.4184201},"labels":[],"label_agreement":null},{"id":"W7073741602","doi":"","title":"Neuropathic pain. Redefinition and a grading system for clinical and research purposes.","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":199,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Neuropathic pain; Somatosensory system; Nociception; Lesion; Peripheral neuropathy; Hyperalgesia; Sensory system; Grading (engineering)","score_opus":0.18242151605013673,"score_gpt":0.33883305835863614,"score_spread":0.1564115423084994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073741602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96653485,0.0019922135,0.0061497,0.0030553574,0.00035560614,0.00067734066,0.000028205508,0.00047269664,0.020734005],"genre_scores_gemma":[0.9951437,0.0012488443,0.002627428,0.00070235773,0.00007194785,0.0000022731151,0.0000109415205,0.0000023935295,0.00019012914],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878454,0.0005148167,0.00016533461,0.00021868179,0.00014038284,0.00017622141],"domain_scores_gemma":[0.99861723,0.0011413064,0.000023744744,0.00008569898,0.0000388579,0.00009313886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052046888,0.000055130226,0.000105839936,0.000092822134,0.0003836687,0.000040026473,0.000057439705,0.00005112169,0.000019586154],"category_scores_gemma":[0.000452017,0.000042840504,0.00002300204,0.00009232196,0.00026755655,0.00008737928,0.000010272197,0.00014757519,0.000009726105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007588744,0.0000133349195,0.60155237,0.00015443964,0.0000074984637,0.000045386325,0.00025357245,6.7635534e-7,0.000026367445,0.0016039893,0.07649487,0.31977162],"study_design_scores_gemma":[0.0016756309,0.002689084,0.21248883,0.00037660144,0.000029057099,0.0014260388,0.003049254,0.55362016,0.0015598275,0.010412122,0.21200128,0.0006721327],"about_ca_topic_score_codex":0.0009195035,"about_ca_topic_score_gemma":0.00000805547,"teacher_disagreement_score":0.55361944,"about_ca_system_score_codex":0.0000014663956,"about_ca_system_score_gemma":0.000023115896,"threshold_uncertainty_score":0.29509082},"labels":[],"label_agreement":null},{"id":"W7073745036","doi":"","title":"Abnormal Coloration in Bighorn Sheep (Ovis canadensis)","year":2017,"lang":"en","type":"article","venue":"Occidental College Scholar (Occidental College)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Melanism; Geographic variation; Ovis canadensis; Colored; Sun exposure","score_opus":0.013728022347189818,"score_gpt":0.23862737311784443,"score_spread":0.22489935077065462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073745036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95348716,0.00032730852,0.00001371008,0.0014860153,0.0017533504,0.0008127536,0.0007669027,0.00020614896,0.041146677],"genre_scores_gemma":[0.9921131,0.00010732619,0.00082739623,0.0016072885,0.00024395193,0.000014577322,0.00023451174,0.000026762127,0.0048250575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961684,0.0002883217,0.00076808134,0.00087165,0.0009852133,0.00091833854],"domain_scores_gemma":[0.9979544,0.00008369638,0.00042852364,0.00094570254,0.00013266137,0.0004549838],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013265868,0.0005021696,0.0005635251,0.0005930133,0.0026483182,0.000795877,0.0014227937,0.0003113334,0.0027306066],"category_scores_gemma":[0.00027184802,0.00051757507,0.00023140325,0.00053689466,0.000357722,0.003877106,0.00019796588,0.0010016386,0.001071532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036523558,0.00008166823,0.9446352,0.000022270144,0.00003892297,0.0011622183,0.00016808303,0.00006566024,0.00044350806,0.00042938476,0.04828589,0.0043019536],"study_design_scores_gemma":[0.002284187,0.00035403145,0.9504144,0.00015621727,0.000044919696,0.000486127,0.0025772785,0.0107380655,0.0067042084,0.0009974382,0.024294449,0.0009486817],"about_ca_topic_score_codex":0.09533528,"about_ca_topic_score_gemma":0.08522367,"teacher_disagreement_score":0.038625997,"about_ca_system_score_codex":0.00022929444,"about_ca_system_score_gemma":0.0003315094,"threshold_uncertainty_score":0.9997276},"labels":[],"label_agreement":null},{"id":"W7073752834","doi":"","title":"Sox2 regulates the emergence of lung basal cells by directly activating the transcription of Trp63","year":2014,"lang":"en","type":"article","venue":"EUR Research Repository (Erasmus University Rotterdam)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"SOX2; Ectopic expression; Lung; Progenitor cell; Transcription factor; Cellular differentiation; Lineage (genetic); Stem cell","score_opus":0.016415412647124764,"score_gpt":0.22757618590948606,"score_spread":0.2111607732623613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073752834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797729,0.00018362013,0.00048614168,0.0014134315,0.00022924301,0.00028918724,0.000022919015,0.000049301172,0.017553225],"genre_scores_gemma":[0.99703854,0.000079881174,0.00013185188,0.00009186933,0.000057290425,3.0031703e-7,0.00000881952,0.000004316031,0.002587154],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974592,0.0011454113,0.00020697169,0.0002512976,0.0006327344,0.0003044378],"domain_scores_gemma":[0.9986519,0.00057124265,0.00014090566,0.00038662992,0.00017721238,0.000072064155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00153614,0.00011076575,0.00015567415,0.00013408643,0.0007751379,0.000037396567,0.00074677204,0.000059620903,0.0001651264],"category_scores_gemma":[0.000056504046,0.00007442438,0.0000997594,0.00042472454,0.0005720971,0.00026832268,0.000043291155,0.00038257136,0.0000067737024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038848794,0.00007414934,0.029682923,0.00013739972,0.00008025038,0.000012002147,0.0036408557,0.000347488,0.73179096,0.000111271496,0.21307586,0.020658365],"study_design_scores_gemma":[0.00033082397,0.00021695292,0.009995959,0.000085514315,0.000017777635,0.0000051400907,0.0023925437,0.02940095,0.9277894,0.00011494526,0.02950944,0.00014058441],"about_ca_topic_score_codex":0.009952193,"about_ca_topic_score_gemma":0.000029931018,"teacher_disagreement_score":0.19599842,"about_ca_system_score_codex":0.000012826709,"about_ca_system_score_gemma":0.000058522408,"threshold_uncertainty_score":0.9966406},"labels":[],"label_agreement":null},{"id":"W7073755121","doi":"","title":"Effect of age on treatment outcomes in Clostridium difficile infection.","year":2013,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fidaxomicin; Clostridium difficile; Vancomycin; Concomitant; Randomized controlled trial; Multivariate analysis; Clinical trial; Diarrhea","score_opus":0.020017254015492685,"score_gpt":0.2467628715562252,"score_spread":0.22674561754073252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073755121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9510207,0.000012138958,0.0002460297,0.00049921154,0.000055618224,0.0006270346,0.00017949498,0.000059861042,0.047299873],"genre_scores_gemma":[0.99513954,0.0007779925,0.00075027894,0.000021225766,0.000010546126,1.5468598e-7,0.000107803426,0.000005084208,0.0031873744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978391,0.0006512363,0.00013868952,0.00037378859,0.0004951125,0.0005020505],"domain_scores_gemma":[0.9982395,0.00097562716,0.00011293549,0.00036421773,0.00010615823,0.0002015673],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053167203,0.00020640902,0.00045263965,0.0011873905,0.0003443937,0.000018726378,0.0005600304,0.00009713962,0.0013056702],"category_scores_gemma":[0.0000754167,0.00019233659,0.000224768,0.0006838533,0.00068411755,0.00041596396,0.000121403005,0.0003754523,0.000059125352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011401473,0.0003688799,0.8661949,0.00012287944,0.00012550502,0.00021535618,0.0011881656,0.00037311122,0.00043658828,0.00039309257,0.0075077103,0.12193368],"study_design_scores_gemma":[0.0052507925,0.013516966,0.79630077,0.00023646737,0.00007216959,0.000007535378,0.0039995094,0.014391341,0.0061379084,0.0015972721,0.15790017,0.00058907544],"about_ca_topic_score_codex":0.07409951,"about_ca_topic_score_gemma":0.0027213267,"teacher_disagreement_score":0.15039246,"about_ca_system_score_codex":0.000109829685,"about_ca_system_score_gemma":0.0001087595,"threshold_uncertainty_score":0.99960726},"labels":[],"label_agreement":null},{"id":"W7073757393","doi":"","title":"Aplicação do modelo de campo distorcido de tensões na análise de peças de concreto armado via método dos elementos finitos.","year":2011,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Stress (linguistics); Work (physics); Context (archaeology)","score_opus":0.020585193039133608,"score_gpt":0.21421020237477373,"score_spread":0.1936250093356401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073757393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192577,0.004217403,0.048715133,0.0032957438,0.0005367787,0.000839181,0.0007162838,0.0012020473,0.021219745],"genre_scores_gemma":[0.94537145,0.001702626,0.027828781,0.021487422,0.00030402502,0.00002599298,0.00023252628,0.00008286833,0.0029643343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99517614,0.00064017315,0.00072301837,0.0009697439,0.00049919356,0.0019917628],"domain_scores_gemma":[0.9969275,0.0003106814,0.0004793521,0.0009272672,0.000057796708,0.0012974187],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005845052,0.00071607897,0.0007448197,0.0004013584,0.000504095,0.00018563999,0.0014615785,0.0002979274,0.013242265],"category_scores_gemma":[0.00010999968,0.0007065309,0.0003449954,0.00081915513,0.0008367892,0.0015252031,0.00017647193,0.0007888707,0.00038792755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021331274,0.00008979212,0.67898744,0.000055021363,0.00012019974,0.00023494606,0.0038813222,0.00013027631,0.0002774132,0.000059279002,0.25716853,0.05878242],"study_design_scores_gemma":[0.0022032165,0.0026451936,0.3769645,0.00047326775,0.0006954484,0.0005077428,0.008423517,0.37575787,0.059426382,0.0052013737,0.16357668,0.004124812],"about_ca_topic_score_codex":0.23080125,"about_ca_topic_score_gemma":0.00006351103,"teacher_disagreement_score":0.37562758,"about_ca_system_score_codex":0.00013489915,"about_ca_system_score_gemma":0.0010029883,"threshold_uncertainty_score":0.9995386},"labels":[],"label_agreement":null},{"id":"W7073760910","doi":"","title":"Being Mindfully Present in the Moment: Influences on Psychological Functioning","year":2013,"lang":"en","type":"article","venue":"ResearchArchive–Te Puna Rangahau (Victoria University of Wellington)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Trait; Psychological intervention; Construct (python library); Mindset; Mental health; Premise","score_opus":0.02067331962268347,"score_gpt":0.24033660964211853,"score_spread":0.21966329001943508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073760910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96853757,0.00010719821,0.00096634455,0.0045452863,0.00021516353,0.000530454,0.000022085498,0.00006676201,0.025009122],"genre_scores_gemma":[0.9979827,0.00026076933,0.0005962381,0.0003337706,0.00011992239,9.726494e-7,0.00003565953,0.0000039680594,0.0006660041],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99769855,0.00049372634,0.00020370742,0.00039297028,0.0007235173,0.00048751937],"domain_scores_gemma":[0.99865806,0.00069998205,0.000092013805,0.00033440784,0.000078622514,0.00013690481],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091590645,0.00016091086,0.00020719759,0.0003699723,0.0004031646,0.000075746386,0.00090975425,0.00008007779,0.0017210288],"category_scores_gemma":[0.00005925554,0.00012269945,0.00011230703,0.00042163552,0.00044457283,0.00035526097,0.000049033904,0.0005761523,0.0003947878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015742319,0.00062169787,0.39124483,0.00019126733,0.00015634048,0.00021344358,0.024593396,0.004494862,0.0009522294,0.0072899126,0.04587011,0.5227977],"study_design_scores_gemma":[0.0024000101,0.0019643651,0.60394853,0.00042178784,0.000037028818,0.000021623173,0.014260973,0.05235755,0.0020743078,0.03095818,0.2908128,0.0007428512],"about_ca_topic_score_codex":0.016835865,"about_ca_topic_score_gemma":0.00012708823,"teacher_disagreement_score":0.52205485,"about_ca_system_score_codex":0.000018080325,"about_ca_system_score_gemma":0.00004004537,"threshold_uncertainty_score":0.9991915},"labels":[],"label_agreement":null},{"id":"W7073761713","doi":"","title":"Geographical gradients in diet affect population dynamics of Canada lynx","year":2007,"lang":"en","type":"article","venue":"Journal of International Crisis and Risk Communication Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"California Department of Fish and Wildlife; Washington State University; Idaho Department of Fish and Game; University of Minnesota; Massachusetts Department of Fish and Game; Smithsonian Institution","keywords":"Predation; Snowshoe hare; Population cycle; Generalist and specialist species; Predator; Herbivore; Population; Taiga","score_opus":0.021673194567347915,"score_gpt":0.32429057432927355,"score_spread":0.30261737976192565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073761713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956249,0.0007784451,0.00017326817,0.0020921316,0.00010536811,0.000049017275,0.000021640333,0.0000024149258,0.0011528278],"genre_scores_gemma":[0.9933513,0.0053580543,0.0011539616,0.000061300125,0.000020950676,1.4732476e-7,0.000034212546,0.0000015874709,0.000018519473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985075,0.0002563489,0.00039569277,0.0000672665,0.00064117496,0.00013199613],"domain_scores_gemma":[0.99865466,0.0004936462,0.00023917192,0.00013287316,0.00040995708,0.00006967384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043745604,0.000047037243,0.00011357949,0.00051559386,0.000111935165,0.000026307722,0.00038646976,0.00004004258,0.00007409662],"category_scores_gemma":[0.00029860882,0.00003678095,0.000036969883,0.0002650371,0.000077639255,0.00015748153,0.000033409025,0.0004461009,3.3293452e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014584798,0.000025214616,0.9783607,0.000004220712,0.000017307591,0.0000027632757,0.00007863284,0.00010321208,0.0000017314728,0.00026995206,0.0024705909,0.01851981],"study_design_scores_gemma":[0.00019847238,0.00012444834,0.9772276,0.000049882154,0.00000347404,0.00001151903,0.00095795817,0.016507955,0.00006745869,0.0031957764,0.0016166614,0.000038769893],"about_ca_topic_score_codex":0.6487412,"about_ca_topic_score_gemma":0.40165973,"teacher_disagreement_score":0.24708147,"about_ca_system_score_codex":0.000050187355,"about_ca_system_score_gemma":0.000067202935,"threshold_uncertainty_score":0.6092584},"labels":[],"label_agreement":null},{"id":"W7073764056","doi":"","title":"An ex vivo study exploring the diagnostic potential of ¹H magnetic resonance spectroscopy in squamous cell carcinoma of the head and neck region","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ex vivo; Head and neck; Epidermoid carcinoma; Magnetic resonance imaging; Head and neck squamous-cell carcinoma; Basal cell; Head and neck cancer","score_opus":0.020022339564449453,"score_gpt":0.20452186951769652,"score_spread":0.18449952995324706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073764056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960125,0.0010322069,0.000008311009,0.0002520809,0.00011380299,0.00023091868,0.0000052971213,0.000012705083,0.0023321612],"genre_scores_gemma":[0.9994224,0.00014691746,0.00019208706,0.000109326116,0.000026517499,0.0000022593058,5.3974145e-7,0.000002771509,0.000097189266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921465,0.00013285076,0.00016372072,0.00015992553,0.0001780815,0.00015076724],"domain_scores_gemma":[0.9994942,0.00013096834,0.000057648023,0.00027314643,0.000014989671,0.000029040822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014554351,0.00007827992,0.00011258784,0.000047341156,0.000072663825,0.00001405676,0.00023777183,0.000018474275,0.0002282495],"category_scores_gemma":[0.000037704835,0.000048430793,0.000024143235,0.00016326204,0.00012612806,0.00010466345,0.000016644115,0.00011211011,0.0000026921095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002633689,0.000113910115,0.97280097,0.000015551002,5.2199687e-7,0.000015173503,0.0019742977,0.000056206234,0.0018037942,0.0000047031776,0.0013485759,0.021839945],"study_design_scores_gemma":[0.0004021687,0.00090353034,0.9648302,0.000027032638,0.000010236346,0.000008849276,0.0010697383,0.014568306,0.017384004,0.0004232088,0.0002974431,0.00007529033],"about_ca_topic_score_codex":0.003397222,"about_ca_topic_score_gemma":0.00017061106,"teacher_disagreement_score":0.021764655,"about_ca_system_score_codex":0.0000030258611,"about_ca_system_score_gemma":0.000007724111,"threshold_uncertainty_score":0.5135606},"labels":[],"label_agreement":null},{"id":"W7073768566","doi":"","title":"Reactive aggression in young patients with ADHD : a critical role for small provocations","year":2016,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Aggression; Poison control; Human factors and ergonomics; Injury prevention; Disease","score_opus":0.028670199443368714,"score_gpt":0.2925247771825387,"score_spread":0.26385457773917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073768566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99188805,0.0003224918,0.00021870746,0.0014693476,0.00012565168,0.0007777821,0.000055389584,0.000056405563,0.0050861537],"genre_scores_gemma":[0.99683315,0.000046187903,0.0016718301,0.00003481872,0.00010506721,0.00005666032,0.000026733673,0.0000060718507,0.0012194874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860615,0.00017635894,0.00015901975,0.00034407858,0.00033243303,0.00038195014],"domain_scores_gemma":[0.99889266,0.00046654808,0.000041199874,0.00017444891,0.00028555637,0.00013960988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045274053,0.000099395875,0.0001193244,0.00018244436,0.0004058115,0.00007940087,0.0001450624,0.00007770228,0.00002664809],"category_scores_gemma":[0.0002826557,0.000054843855,0.000024848447,0.00014658995,0.00033286566,0.0002577629,0.00002680663,0.00017877916,0.000008539733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006031516,0.00020247143,0.8406744,0.00014649777,0.000019707519,0.000020191403,0.0013741959,0.0000010925651,0.007873464,0.00034125402,0.004851056,0.14389251],"study_design_scores_gemma":[0.001977426,0.0022944356,0.5424962,0.0024003864,0.00002020231,0.000039175287,0.0032749653,0.0045202756,0.4242594,0.004951761,0.013287091,0.00047866683],"about_ca_topic_score_codex":0.0025082568,"about_ca_topic_score_gemma":0.000008865882,"teacher_disagreement_score":0.41638595,"about_ca_system_score_codex":0.000018915425,"about_ca_system_score_gemma":0.00012995559,"threshold_uncertainty_score":0.37917507},"labels":[],"label_agreement":null},{"id":"W7073776136","doi":"","title":"Quantifying activities of daily living impairment in Parkinson's disease using the Functional Activities Questionnaire.","year":2021,"lang":"en","type":"article","venue":"DZNE Pub","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Activities of daily living; Cognitive impairment; Cognition; Cohort; Functional impairment; Logistic regression; Montreal Cognitive Assessment; Disease","score_opus":0.033629510954380715,"score_gpt":0.24377230358319624,"score_spread":0.21014279262881552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073776136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592716,0.0013335372,0.0011496509,0.0006726686,0.00034225863,0.00006905371,0.000025924148,0.000050973817,0.00042875382],"genre_scores_gemma":[0.9987108,0.00010585656,0.00049520045,0.00045281168,0.00007259074,0.0000020473547,0.000018362764,0.000003429378,0.0001389142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906725,0.00016180609,0.0001559066,0.00017962202,0.0002405532,0.00019486557],"domain_scores_gemma":[0.99946046,0.00022053454,0.00007888569,0.00016201913,0.000025789568,0.000052336658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003733261,0.00009703596,0.00012230818,0.00009597946,0.00016760049,0.000064605825,0.00009601552,0.00002775449,0.0004503961],"category_scores_gemma":[0.00009595491,0.00007530999,0.00006291118,0.00019561869,0.00011421428,0.0003719546,0.000025843181,0.00013130167,0.0000033405684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032489883,0.000042678388,0.982343,0.000048329573,0.0000124851485,0.000015270709,0.0006287639,0.0018167858,0.0002824063,0.00007167595,0.000995173,0.0137109505],"study_design_scores_gemma":[0.000097722994,0.00002325891,0.9359103,0.00027653467,0.000015350206,0.0000146583325,0.003638027,0.052266907,0.003493212,0.00028197918,0.003841447,0.00014062619],"about_ca_topic_score_codex":0.0027169788,"about_ca_topic_score_gemma":0.00025459102,"teacher_disagreement_score":0.05045012,"about_ca_system_score_codex":0.000016991384,"about_ca_system_score_gemma":0.00017468148,"threshold_uncertainty_score":0.49315214},"labels":[],"label_agreement":null},{"id":"W7073776604","doi":"","title":"The METIS instrument control system","year":2024,"lang":"en","type":"article","venue":"Science and Technology Facilities Council","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.017369070305943,"score_gpt":0.1874343883375076,"score_spread":0.1700653180315646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073776604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69786304,0.05745543,0.0013608254,0.059471454,0.0051184716,0.0009669077,0.00047714452,0.0058646267,0.17142208],"genre_scores_gemma":[0.9973373,0.00030058422,0.00010864999,0.0002730216,0.000017683711,0.0000057536918,8.127618e-7,0.0000013128754,0.001954897],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839586,0.000017087119,0.00014216288,0.00031428374,0.000772651,0.00035797522],"domain_scores_gemma":[0.99927086,0.000121206576,0.000019717025,0.0002372059,0.00029604515,0.000054977358],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022868332,0.00010151662,0.000101208236,0.0001607731,0.00092839904,0.00033409364,0.00041920246,0.00006301441,0.00005249416],"category_scores_gemma":[0.00025847158,0.000059421196,0.00001953776,0.0007822977,0.0029496644,0.00030398334,0.000028397508,0.00017375257,0.0001468242],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007699505,0.0000019691818,0.0038739361,0.000056725497,0.000016550086,0.000020102767,0.00033645416,0.0000029700932,0.00015518392,0.03837349,0.017323526,0.9398314],"study_design_scores_gemma":[0.0000820545,0.000098280645,0.00021224369,0.000043707507,0.000007922419,0.00011636322,0.006527035,0.03716765,0.00096729724,0.005929032,0.94873214,0.00011629569],"about_ca_topic_score_codex":0.0013567135,"about_ca_topic_score_gemma":0.00008673486,"teacher_disagreement_score":0.9397151,"about_ca_system_score_codex":0.00010500818,"about_ca_system_score_gemma":0.0008848712,"threshold_uncertainty_score":0.9997637},"labels":[],"label_agreement":null},{"id":"W7073780453","doi":"","title":"Arousal and exposure duration affect forward step initiation","year":2015,"lang":"en","type":"article","venue":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Arousal; Valence (chemistry); Kinematics; Affect (linguistics); Duration (music); Analysis of variance; Habituation; Gait","score_opus":0.015551009042308876,"score_gpt":0.20269429867076608,"score_spread":0.1871432896284572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073780453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.949835,0.00023046718,0.0015303243,0.00032604623,0.0003291637,0.0002804988,0.000099376484,0.00021762456,0.047151472],"genre_scores_gemma":[0.9954168,0.0000726099,0.00045349725,0.00017687945,0.00008969241,7.588316e-8,0.00016564183,0.000008541452,0.0036162462],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823004,0.000152656,0.00033683327,0.00047297985,0.00048228874,0.00032519634],"domain_scores_gemma":[0.9986901,0.00012602952,0.0003851109,0.0002636384,0.0001949307,0.0003401372],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025703633,0.00027360636,0.00033613207,0.00043671607,0.0002646522,0.00009574334,0.00043563027,0.00028302748,0.000027220549],"category_scores_gemma":[0.00005074806,0.0002957017,0.00012165982,0.0003594866,0.00038654142,0.003000096,0.00011684449,0.00037752127,0.00003410127],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016512696,0.00011151888,0.9045712,0.00019781331,0.00022026003,0.00049914815,0.006160434,0.00038587707,0.0013989493,0.00043830276,0.024721239,0.05964403],"study_design_scores_gemma":[0.017690495,0.008441564,0.37236512,0.0015904758,0.0011069487,0.0020145725,0.09336759,0.06160608,0.023418607,0.0020829323,0.41115257,0.005163069],"about_ca_topic_score_codex":0.00069208804,"about_ca_topic_score_gemma":0.000014971549,"teacher_disagreement_score":0.53220606,"about_ca_system_score_codex":0.00008029332,"about_ca_system_score_gemma":0.00011785649,"threshold_uncertainty_score":0.9999495},"labels":[],"label_agreement":null},{"id":"W7073781394","doi":"","title":"Effectiveness of an internet-delivered exercise and pain-coping skills training intervention for persons with chronic knee pain: A randomized trial","year":2017,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Osteoarthritis; Biopsychosocial model; Intervention (counseling); Population; Quality of life (healthcare); Chronic pain","score_opus":0.01085379844617335,"score_gpt":0.21109116992718158,"score_spread":0.20023737148100823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073781394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431108,0.00027335068,0.051564317,0.00008459787,0.00024272266,0.0013909374,0.00012416938,0.000059363043,0.0031496957],"genre_scores_gemma":[0.99892735,0.000020033958,0.0005810607,0.00001639078,0.000053498246,0.0000021661017,0.00011487158,0.000004081373,0.00028056724],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9986988,0.00039719604,0.00022647207,0.0002798821,0.000223252,0.00017441207],"domain_scores_gemma":[0.9982696,0.00089967495,0.00036715931,0.0002448517,0.00013702935,0.00008166423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016815063,0.00016541101,0.00044217985,0.00009436409,0.0006415824,0.00011613148,0.00030642777,0.0000831376,0.000015031885],"category_scores_gemma":[0.000288664,0.00012160199,0.00021608717,0.000039394585,0.0012701453,0.0007444454,0.00003248057,0.00011492902,0.0000010603924],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6034909,0.00028034663,0.027860336,0.0012896304,0.00077685073,0.00010391537,0.004093997,0.0009334101,0.00009649514,0.0010220531,0.00081208994,0.35923997],"study_design_scores_gemma":[0.73167145,0.008858054,0.04933444,0.009878133,0.0008110608,0.00022226374,0.003654505,0.18162438,0.0032964402,0.0033950831,0.0059266314,0.0013275233],"about_ca_topic_score_codex":0.005012757,"about_ca_topic_score_gemma":0.00011137078,"teacher_disagreement_score":0.35791245,"about_ca_system_score_codex":0.000028706008,"about_ca_system_score_gemma":0.00016011989,"threshold_uncertainty_score":0.7577823},"labels":[],"label_agreement":null},{"id":"W7073782262","doi":"","title":"Telephone Intervention for Pregnant Smokers A Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, San Diego; Crohn's and Colitis Foundation of Canada; Tobacco-Related Disease Research Program","keywords":"Quitline; Telephone counseling; Abstinence; Randomized controlled trial; Pregnancy; Intervention (counseling); Smoking cessation","score_opus":0.01174585300208679,"score_gpt":0.2112959138877727,"score_spread":0.1995500608856859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073782262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8637913,0.0025580395,0.033059616,0.009755118,0.0030743454,0.018501202,0.008777134,0.0029113514,0.057571918],"genre_scores_gemma":[0.9906805,0.000069559675,0.0011233743,0.0009639233,0.00023134638,0.00014580571,0.0005183768,0.000020842117,0.0062462348],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9979612,0.000238692,0.0007149661,0.0003868366,0.00029031126,0.00040798323],"domain_scores_gemma":[0.9979001,0.0013422865,0.00027838667,0.00023910523,0.000039632265,0.00020048695],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008952636,0.00025818398,0.0007957683,0.000192428,0.00013011857,0.00058588077,0.00035402915,0.00012061493,0.0024470927],"category_scores_gemma":[0.0012599282,0.00013891578,0.00082940096,0.00015395373,0.0001988188,0.0025450196,0.000028943929,0.00013079827,0.0009313454],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.831153,0.00009350665,0.0035677967,0.00002436301,0.00011924864,0.0000045393417,0.000008303084,7.3547864e-7,0.000017056236,0.00016714584,0.0135589475,0.1512854],"study_design_scores_gemma":[0.86754394,0.00039010475,0.00006312111,0.00027962285,0.00005680344,0.0000045112693,0.0000142344725,0.0008433453,0.0018268396,0.01904751,0.10962567,0.00030431285],"about_ca_topic_score_codex":0.000025166219,"about_ca_topic_score_gemma":0.0000010600982,"teacher_disagreement_score":0.15098108,"about_ca_system_score_codex":0.0000073073043,"about_ca_system_score_gemma":0.000060266757,"threshold_uncertainty_score":0.9998465},"labels":[],"label_agreement":null},{"id":"W7073784813","doi":"","title":"Implementing Home Health Monitoring for Chronic Disease Management in British Columbia","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Referral; Telehealth; Government (linguistics); Health care; Telemedicine; Chronic disease; Investment (military); Sustainability","score_opus":0.14709455743572092,"score_gpt":0.481893543473623,"score_spread":0.3347989860379021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073784813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636765,0.031891666,0.00024334784,0.00041219313,0.001016649,0.0012166423,0.0004406062,0.0000783935,0.0010239634],"genre_scores_gemma":[0.9899255,0.007941291,0.0006457794,0.00067305024,0.00013162119,0.00006062966,0.000093056835,0.000014256454,0.00051480526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997656,0.00020239463,0.0006103649,0.00038400028,0.0005357016,0.00061157055],"domain_scores_gemma":[0.998935,0.000110698325,0.00044363667,0.00023419541,0.000045512388,0.00023099569],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002252749,0.00012477853,0.0003642604,0.0003610329,0.0009518162,0.0015315859,0.0015583588,0.00001707478,0.01579052],"category_scores_gemma":[0.000029731345,0.00018673178,0.00011476963,0.0006400198,0.0000438693,0.0010466619,0.00049336697,0.00025709558,0.0000028851027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022564902,0.00003634306,0.6760893,0.00010154739,0.000025831336,0.000032238695,0.000031082483,0.0003421835,0.000023440183,0.0000015618508,0.061429992,0.26186392],"study_design_scores_gemma":[0.00047312386,0.000023216515,0.9094041,0.00023096196,0.0000172501,0.0000066404205,0.00033486393,0.0017574246,0.00006183069,0.0030113114,0.08444696,0.00023229403],"about_ca_topic_score_codex":0.123008065,"about_ca_topic_score_gemma":0.005180189,"teacher_disagreement_score":0.26163164,"about_ca_system_score_codex":0.00012634265,"about_ca_system_score_gemma":0.00017500023,"threshold_uncertainty_score":0.9995049},"labels":[],"label_agreement":null},{"id":"W7073792689","doi":"","title":"Why Should Men and Women Marry and Have Children? Parenthood, Marital Status and Self- perceived Stress among Canadians","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Canada","keywords":"Marital status; Affect (linguistics); Coping (psychology); Context (archaeology); Stress (linguistics); Sense of community; Marital relationship","score_opus":0.02653923901568035,"score_gpt":0.24043928844990914,"score_spread":0.2139000494342288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073792689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998094,0.00026507213,0.000009730264,0.00036468447,0.000041940508,0.00023187383,0.0001872446,0.00016966781,0.0006357344],"genre_scores_gemma":[0.9967876,0.00062914815,0.00006315287,0.0017516976,0.000032980028,2.1464281e-7,0.00008404991,0.000008641035,0.000642532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829817,0.00016029619,0.00015175622,0.0005485268,0.00023267732,0.0006085665],"domain_scores_gemma":[0.99892956,0.00005388409,0.00008244277,0.00022540003,0.00004184262,0.00066684437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019317189,0.00028212238,0.00026484416,0.00035610996,0.00039922856,0.00039317808,0.00024637213,0.00015899156,0.00006346917],"category_scores_gemma":[0.000013604546,0.00029293945,0.000031903463,0.0001452538,0.00022081257,0.0014091139,0.00006705472,0.00039206416,0.0000053397757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003315037,0.000020673559,0.9908977,0.000015796406,0.000034618355,0.00009368183,0.0018472783,0.0000030785263,0.000008178724,0.0000013045878,0.000016107511,0.007028439],"study_design_scores_gemma":[0.0006536056,0.00024407075,0.99494153,0.00006732182,0.000047049973,0.000047157595,0.0025787803,0.000025639663,0.000050628652,0.000079235135,0.0009050417,0.00035994456],"about_ca_topic_score_codex":0.0047413027,"about_ca_topic_score_gemma":0.013510296,"teacher_disagreement_score":0.008768993,"about_ca_system_score_codex":0.00005097175,"about_ca_system_score_gemma":0.000051968786,"threshold_uncertainty_score":0.99995226},"labels":[],"label_agreement":null},{"id":"W7073797195","doi":"","title":"Decellularized Apple-Derived Scaffolds for Bone Tissue Engineering In Vitro and In Vivo","year":2024,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Decellularization; In vivo; In vitro; Tissue engineering; Scaffold; Biocompatible material","score_opus":0.037073415578689886,"score_gpt":0.2730765882783619,"score_spread":0.23600317269967203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073797195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984581,0.00053513754,0.00016033217,0.00032353713,0.000055590597,0.00031119713,0.000030751664,0.000037123078,0.000088216555],"genre_scores_gemma":[0.99510294,0.0001521203,0.0017614197,0.000005041172,0.000023730832,6.887233e-7,0.000015737574,0.0000036607496,0.002934666],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991426,0.0000633241,0.000109298744,0.0002592695,0.00017296248,0.00025254395],"domain_scores_gemma":[0.9996377,0.00013945498,0.000020583942,0.000087249195,0.00003070863,0.00008430265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049007556,0.00008172565,0.00016450103,0.00031963552,0.00009858645,0.000066811204,0.00011288233,0.00008950794,0.000032251955],"category_scores_gemma":[0.000008227634,0.000084606196,0.00002561547,0.00019446365,0.00017659311,0.00022307769,0.00003542995,0.0001478652,0.0000026051607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055833906,0.000043091448,0.08678285,0.0015774395,0.000036920977,0.0006900498,0.00241079,0.00007104408,0.88921213,0.00005803313,0.0026057856,0.015953504],"study_design_scores_gemma":[0.0012763385,0.0003757464,0.053367756,0.000683543,0.000019252604,0.000097245975,0.0029423323,0.079933695,0.8439464,0.00014426271,0.016873345,0.00034008166],"about_ca_topic_score_codex":0.008695875,"about_ca_topic_score_gemma":0.00006111232,"teacher_disagreement_score":0.079862654,"about_ca_system_score_codex":0.00001208067,"about_ca_system_score_gemma":0.000031449974,"threshold_uncertainty_score":0.9979053},"labels":[],"label_agreement":null},{"id":"W7073801445","doi":"","title":"Trends in Fertility and Contraception in the Last Quarter of the 20th Century","year":2000,"lang":"en","type":"other","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fertility; Quarter (Canadian coin); Total fertility rate; Population; Developed country","score_opus":0.004895422099243314,"score_gpt":0.16115719798252065,"score_spread":0.15626177588327733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073801445","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06526957,0.0005022396,0.0000014786019,0.00257882,0.00015932614,0.00031186163,0.00057741726,0.00014272126,0.9304566],"genre_scores_gemma":[0.7852695,0.0005093917,0.000058073805,0.00073651917,0.00003980556,3.992683e-7,0.0005225404,0.00003654445,0.21282722],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849534,0.0002635518,0.0002404498,0.00040010124,0.00026815027,0.0003324003],"domain_scores_gemma":[0.9992375,0.00008864336,0.00016711722,0.00043356084,0.000005500341,0.00006768129],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012342914,0.00028100514,0.0003443083,0.00061818305,0.000072658535,0.00007235492,0.0007033553,0.00024818,0.0048789],"category_scores_gemma":[0.0000070246615,0.00018921327,0.00013995671,0.00091784634,0.00038726698,0.00063273683,0.000052726336,0.00039356886,0.000018387802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009455218,0.00007632579,0.3064317,0.00003403758,0.00001738131,0.000025193365,0.00048369716,0.0000046816017,9.4935587e-7,0.00008836418,0.64115846,0.051584624],"study_design_scores_gemma":[0.00029052034,0.00003199101,0.36899948,0.00010678702,0.000010883644,0.00000201412,0.00041975948,0.000096147065,0.000013599542,0.00015525013,0.6297077,0.00016586474],"about_ca_topic_score_codex":0.0035798473,"about_ca_topic_score_gemma":0.001261934,"teacher_disagreement_score":0.71999997,"about_ca_system_score_codex":0.000007893756,"about_ca_system_score_gemma":0.000053549196,"threshold_uncertainty_score":0.99603075},"labels":[],"label_agreement":null},{"id":"W7073803156","doi":"","title":"A comparative study of blood alcohol concentrations in Australian night-time entertainment districts","year":2014,"lang":"en","type":"article","venue":"Research Bank (Australian Catholic University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Midnight; Nightlife; Metropolitan area; Blood alcohol; Alcohol intoxication; Entertainment; Occupational safety and health; Injury prevention","score_opus":0.06947280819936194,"score_gpt":0.30849107507719303,"score_spread":0.2390182668778311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073803156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98654526,0.0000072288353,0.0000059935273,0.00060349674,0.000032729502,0.0005394991,0.000062336905,0.0000443115,0.012159117],"genre_scores_gemma":[0.9913769,0.000018102859,0.00014062248,0.000024218107,0.000025147168,8.1915846e-7,0.0000611799,0.0000031348284,0.008349877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741626,0.0008377916,0.00024665083,0.00038577607,0.00056736165,0.0005461517],"domain_scores_gemma":[0.99901104,0.0002140647,0.00008415031,0.00033256938,0.00013475741,0.00022339827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007573452,0.00015787648,0.00030136036,0.0007540736,0.00022872136,0.00005236853,0.00054071174,0.00007869931,0.0007640332],"category_scores_gemma":[0.000044822955,0.00015595499,0.00005872406,0.0012342713,0.00033184147,0.00028345743,0.000043414366,0.00040763244,0.00012753639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004219833,0.0033417884,0.90391326,0.00012529465,0.0003121584,0.00068987755,0.054399773,0.0015403265,0.006766266,0.0008706689,0.020916933,0.006701674],"study_design_scores_gemma":[0.008122253,0.005464807,0.548842,0.00032609393,0.0002100613,0.000038880815,0.041259255,0.007778982,0.034701776,0.0002657884,0.35185906,0.0011310257],"about_ca_topic_score_codex":0.016549947,"about_ca_topic_score_gemma":0.00073753425,"teacher_disagreement_score":0.35507125,"about_ca_system_score_codex":0.00004171732,"about_ca_system_score_gemma":0.00009464702,"threshold_uncertainty_score":0.98999894},"labels":[],"label_agreement":null},{"id":"W7073807115","doi":"","title":"Rapid coastal deoxygenation due to ocean circulation shift in the NW Atlantic.","year":2018,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ocean gyre; Hydrography; Climate change; Pelagic zone; Ocean current; Current (fluid); Deoxygenation; Forcing (mathematics); Continental shelf","score_opus":0.014718475466206861,"score_gpt":0.20335842459390868,"score_spread":0.18863994912770182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073807115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96086997,0.000041032632,0.0008015629,0.004450633,0.00015992885,0.00031769075,0.00063337485,0.0002724097,0.03245341],"genre_scores_gemma":[0.9913231,0.0000046848268,0.00043952264,0.0068093953,0.0002132418,0.0000012242515,0.0011392591,0.0000102327385,0.000059337508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860585,0.0001237447,0.0002759357,0.00030449254,0.00035802455,0.00033193873],"domain_scores_gemma":[0.99938893,0.00013802861,0.00006523102,0.00025030473,0.000024091587,0.00013340934],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003806885,0.00016754278,0.00013599257,0.00021758737,0.00018253214,0.0008697254,0.00045845608,0.0000803297,0.0009713137],"category_scores_gemma":[0.00013981726,0.00012226553,0.00006422503,0.0006068252,0.00009807401,0.0023305146,0.00003581253,0.00022990817,0.0030957262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008067752,0.00004293438,0.89265484,0.00001254738,0.0000074490117,0.000034734603,0.00025261738,0.000018218185,0.000010063055,0.0002522437,0.029818904,0.076814756],"study_design_scores_gemma":[0.00022953778,0.00017155279,0.6743922,0.000050611157,0.000005420948,0.000034036137,0.00011545028,0.0030923006,0.0005462919,0.011799473,0.30927116,0.00029193598],"about_ca_topic_score_codex":0.00019453368,"about_ca_topic_score_gemma":0.000045815752,"teacher_disagreement_score":0.27945226,"about_ca_system_score_codex":0.000004908748,"about_ca_system_score_gemma":0.00004546075,"threshold_uncertainty_score":0.99994195},"labels":[],"label_agreement":null},{"id":"W7073808353","doi":"","title":"Pain Experience and Sensory Changes in Astronauts During and After Short-Lasting Commercial Spaceflight: A Proof-of-Concept Study","year":2023,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Children's Hospital Foundation","keywords":"McGill Pain Questionnaire; Cancer pain; Sensory system; Pain medicine; Perspective (graphical); Cancer; Qualitative research","score_opus":0.018073268691217684,"score_gpt":0.2433745114343747,"score_spread":0.225301242743157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073808353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8794195,0.049587395,0.030723128,0.0016601429,0.0033056014,0.006303116,0.0011171101,0.001900311,0.02598369],"genre_scores_gemma":[0.9990458,0.000031966367,0.00012557987,0.00025311444,0.00023594196,0.000027983238,0.000012893019,0.00005258623,0.00021415784],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99822444,0.00021128624,0.00026684513,0.0005126491,0.0004454772,0.00033929158],"domain_scores_gemma":[0.9992908,0.00023524459,0.00008727347,0.00016120818,0.000011188744,0.00021428757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006337693,0.00027549002,0.00047856753,0.00019767311,0.00006788798,0.000039319482,0.00014943104,0.00022968957,0.00064905756],"category_scores_gemma":[0.00019228671,0.00021945722,0.00002681858,0.00010917926,0.00047501354,0.00007998959,0.00008874367,0.0003814919,0.0000010601583],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005321783,0.000037073005,0.24919805,0.00016114782,0.000019920919,0.000116127274,0.003471835,5.705257e-7,0.0000022866004,7.8224946e-7,0.00017869406,0.7467603],"study_design_scores_gemma":[0.0052588754,0.0024224275,0.64368397,0.00096555694,0.0002058393,0.00010730787,0.012700319,0.30743963,0.00093157665,0.00012514764,0.023339445,0.002819914],"about_ca_topic_score_codex":0.005974535,"about_ca_topic_score_gemma":0.0050421036,"teacher_disagreement_score":0.7439404,"about_ca_system_score_codex":0.000003461443,"about_ca_system_score_gemma":0.0000014460786,"threshold_uncertainty_score":0.903175},"labels":[],"label_agreement":null},{"id":"W7073808848","doi":"","title":"Uncemented custom computer-assisted design and manufacture of hydroxyapatite-coated femoral components - SURVIVAL AT 10 TO 17 YEARS","year":2010,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Confidence interval; Total hip replacement; Osteoarthritis; Hip resurfacing; Cohort; Harris Hip Score; Arthroplasty; Prosthesis; Fixation (population genetics)","score_opus":0.01413310058275524,"score_gpt":0.18875187692905296,"score_spread":0.17461877634629772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073808848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933943,0.000011777688,0.003834112,0.0003444546,0.00037286078,0.00033807044,0.0008293391,0.00009805687,0.0007770049],"genre_scores_gemma":[0.98409665,0.000012611061,0.007433643,0.00038552197,0.000025142246,1.4188231e-7,0.0003229457,0.0000060740003,0.00771726],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99878687,0.00012921414,0.00014807316,0.00035637445,0.00030325726,0.00027620027],"domain_scores_gemma":[0.99926627,0.00012360114,0.00011527396,0.00025686526,0.000053975604,0.00018404002],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001943806,0.00018552657,0.0002890545,0.00027081353,0.00025461536,0.000037410686,0.00034577848,0.00010982515,0.0011096265],"category_scores_gemma":[0.000009201727,0.0001936808,0.00007249033,0.00037306015,0.00019002178,0.0005028042,0.00011986333,0.00018823087,0.00009191172],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006829515,0.00063431147,0.3384109,0.00018611965,0.0004913278,0.0010309116,0.0022178413,0.004970352,0.02931749,0.0005505946,0.5765153,0.03884527],"study_design_scores_gemma":[0.0027703114,0.0006872887,0.82231283,0.000082621336,0.00009875421,0.000044700933,0.0005652477,0.09943697,0.005933408,0.00007042628,0.06726362,0.00073382544],"about_ca_topic_score_codex":0.0040803007,"about_ca_topic_score_gemma":0.0006304178,"teacher_disagreement_score":0.5092517,"about_ca_system_score_codex":0.000023564775,"about_ca_system_score_gemma":0.000047368263,"threshold_uncertainty_score":0.9998035},"labels":[],"label_agreement":null},{"id":"W7073816585","doi":"","title":"Dominant suppressor genes of p53-induced apoptosis in Drosophila melanogaster","year":2024,"lang":"en","type":"article","venue":"Repository of the Academy's Library (Library of the Hungarian Academy of Sciences)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Genetics; National Research, Development and Innovation Office; National Institutes of Health; Magyar Tudományos Akadémia; Hungarian Scientific Research Fund; Interreg; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Deutsche Forschungsgemeinschaft","keywords":"Drosophila melanogaster; Gene; Insertional mutagenesis; Mutant; Mutagenesis; Transposable element; Phenotype; P element; Apoptosis","score_opus":0.019613637582618075,"score_gpt":0.22893470094467325,"score_spread":0.20932106336205517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073816585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96212107,0.004110655,0.0000024985673,0.024086485,0.00076405634,0.00047550633,0.00010512578,0.00008889273,0.008245698],"genre_scores_gemma":[0.9956742,0.00032027697,0.0011499602,0.001044524,0.00015164247,0.0000026375355,0.0000026199964,0.000017477145,0.0016366453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963678,0.00053184124,0.0011791097,0.0005706417,0.0009190401,0.00043157616],"domain_scores_gemma":[0.998369,0.00045085917,0.0007280975,0.00033322137,0.0000088824045,0.00010997386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007738553,0.00030218973,0.00060373807,0.00047642057,0.0002518352,0.00007298894,0.0036436585,0.0003557727,0.0001993824],"category_scores_gemma":[0.00003868866,0.00017905716,0.0004435975,0.0016012978,0.0019534854,0.003199903,0.0005020293,0.0007668474,0.0000050718427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036252977,0.00016346356,0.35143977,0.0013626701,0.000199242,0.0000040124564,0.001983914,0.0012042875,0.5882378,0.0070624817,0.03506484,0.012914955],"study_design_scores_gemma":[0.00019130207,0.0001001098,0.07796107,0.0010401458,0.000050741484,0.000028712,0.00014750945,0.005719071,0.90230125,0.0072071636,0.005058778,0.0001941539],"about_ca_topic_score_codex":0.00018554695,"about_ca_topic_score_gemma":1.8281972e-7,"teacher_disagreement_score":0.3140634,"about_ca_system_score_codex":0.0000051653215,"about_ca_system_score_gemma":0.00022003359,"threshold_uncertainty_score":0.7301739},"labels":[],"label_agreement":null},{"id":"W7073817090","doi":"","title":"Comparison of 10,11‐Dehydrocurvularin Polyketide Synthases from Alternaria cinerariae and Aspergillus terreus Highlights Key Structural Motifs","year":2015,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Aspergillus terreus; Polyketide; Structural motif; Alternaria; Key (lock); Polyketide synthase; Aspergillus; Structural approach","score_opus":0.03779603553612256,"score_gpt":0.28720501054366226,"score_spread":0.2494089750075397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073817090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866969,0.00015360587,0.00008273522,0.0023142684,0.00017829833,0.00021908771,0.00026980392,0.000120049364,0.009965269],"genre_scores_gemma":[0.99469,0.00005492986,0.00084541226,0.00004798067,0.00010699126,1.4575218e-7,0.0003074486,0.0000076179695,0.003939489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731934,0.0004104536,0.0002859615,0.0005071034,0.0009362296,0.00054091495],"domain_scores_gemma":[0.9983732,0.00029149526,0.00014994507,0.0003989114,0.00025794536,0.0005284717],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005462691,0.0002255253,0.00041661874,0.0004505009,0.0003448407,0.000082796425,0.0005966947,0.0001459251,0.0018311006],"category_scores_gemma":[0.00017405173,0.00020632974,0.00007989346,0.0003823178,0.0005497174,0.000572833,0.00017778655,0.0003590507,0.000051137464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005534397,0.000096668715,0.87962705,0.00004138891,0.00014523893,0.00060119573,0.0015102401,0.0004693498,0.00032657798,0.0011991223,0.112013586,0.0034161387],"study_design_scores_gemma":[0.004831265,0.0025221289,0.49395007,0.00043633056,0.00019587601,0.000060790004,0.015520129,0.073789105,0.04913244,0.004380778,0.35348266,0.0016984018],"about_ca_topic_score_codex":0.19059467,"about_ca_topic_score_gemma":0.0008127591,"teacher_disagreement_score":0.38567698,"about_ca_system_score_codex":0.00003385324,"about_ca_system_score_gemma":0.00020895472,"threshold_uncertainty_score":0.9990814},"labels":[],"label_agreement":null},{"id":"W7073817382","doi":"","title":"Global, regional, and national incidence of six major immune-mediated inflammatory diseases : findings from the global burden of disease study 2019","year":2023,"lang":"en","type":"other","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership; National Research, Development and Innovation Office; National Health and Medical Research Council; University at Buffalo; Medical Research Council; Debre Tabor University; University of Health and Allied Sciences; Madda Walabu University; Universitas Padjadjaran; INCLIVA Instituto de Investigación Sanitaria; University of Zanjan; University of Agriculture, Faisalabad; Yasuj University of Medical Sciences; Centro de Investigación Biomédica en Red de Salud Mental; Centre Hospitalier Universitaire Vaudois; Shahid Beheshti University of Medical Sciences; University of Gondar; Università degli Studi del Piemonte Orientale; Instituto de Salud Carlos III; Shiraz University; Jimma University; Shahrekord University; Ahvaz Jundishapur University of Medical Sciences; Chinese University of Hong Kong; Ministerio de Ciencia e Innovación; Taipei Medical University; Kerman University of Medical Sciences; Tehran University of Medical Sciences and Health Services; Sultan Qaboos University; Islamic Azad University, Shahrekord; Shiraz University of Medical Sciences; Directorate for Biological Sciences; King Abdulaziz University; Jordan University of Science and Technology; Isfahan University of Medical Sciences; Science and Technology Development Fund; University of Pretoria; Islamic Azad University; Flinders University; Cairo University; Université de Versailles Saint-Quentin-en-Yvelines; University of Canberra; University of Toronto; Zanjan University of Medical Sciences; Stockholms Läns Landsting; University of New South Wales; Public Health Agency; Amity University; King Faisal University; National Institute for Health and Care Research; Ministero della Salute; Harvard University; Asian Institute of Medicine, Science and Technology; Indian Council of Medical Research; Cancer Institute NSW; Social Science Research Council; University of Tsukuba; Università di Catania; SRM Institute of Science and Technology; Belgian American Educational Foundation; La Trobe University; Arabian Gulf University; Manchester Biomedical Research Centre; University of Electronic Science and Technology of China; Monash University; South Eastern Sydney Local Health District; Shaqra University; Iran University of Medical Sciences; Horizon 2020 Framework Programme; Shahid Sadoughi University of Medical Sciences; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Academy of Scientific Research and Technology; University College Cork; Jazan University; Lung Foundation Australia; Universität Basel; East Carolina University; Shahrekord University of Medical Sciences; Rafsanjan University of Medical Sciences; Public Health Agency of Canada; Alborz University of Medical Sciences; Ain Shams University; Cleveland Clinic; Mashhad University of Medical Sciences; Public Health Foundation of India; Cleveland Clinic Foundation; Virginia Commonwealth University; National Nutrition and Food Technology Research Institute; Kasturba Medical College, Manipal; Universidade de São Paulo; Krishna Institute Of Medical Sciences Deemed To Be University; University of Nevada, Las Vegas; Zagazig University; Charles Sturt University; University of Sydney; University of Southern California; Bill and Melinda Gates Foundation","keywords":"Incidence (geometry); Rheumatoid arthritis; Asthma; Atopic dermatitis; Inflammatory bowel disease; Psoriasis","score_opus":0.03476009768056592,"score_gpt":0.3321284855320212,"score_spread":0.29736838785145525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073817382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8051947,0.08089347,0.00011061282,0.008656822,0.0012032419,0.010673587,0.064156756,0.002049527,0.027061287],"genre_scores_gemma":[0.9863105,0.0043509863,0.00038094644,0.00007743348,0.00015037191,0.00013052387,0.0009297847,0.00005351825,0.007615924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955085,0.00010803586,0.0005093708,0.0008241141,0.0024809726,0.0005690322],"domain_scores_gemma":[0.9972333,0.0009612443,0.00035358765,0.00031404465,0.0009562555,0.00018158364],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028678048,0.00026961998,0.000366933,0.0013578591,0.00055658014,0.000080328326,0.0012315208,0.00021705824,0.00010902668],"category_scores_gemma":[0.0043290635,0.00020493426,0.00007098034,0.0033800632,0.0037672375,0.00031814136,0.00028915968,0.00028963928,0.000012270838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001502218,0.00013090449,0.63945746,0.00010699203,0.00013783244,0.000010463378,0.00009849666,0.0000027447606,0.000050631646,0.0028891074,0.34897956,0.007985592],"study_design_scores_gemma":[0.0022676669,0.001819103,0.78764385,0.0013932263,0.00015994656,0.00002358115,0.002846264,0.006663359,0.00012695526,0.13069196,0.06518375,0.0011803483],"about_ca_topic_score_codex":0.012432253,"about_ca_topic_score_gemma":0.0003965957,"teacher_disagreement_score":0.2837958,"about_ca_system_score_codex":0.00010862894,"about_ca_system_score_gemma":0.0021932484,"threshold_uncertainty_score":0.9989439},"labels":[],"label_agreement":null},{"id":"W7073818031","doi":"","title":"Microseismic Monitoring of CO2 Injection at the Penn West Enhanced Oil Recovery Pilot Project, Canada: Implications for Detection of Wellbore Leakage","year":2013,"lang":"","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wellbore; Leakage (economics); Microseism; Enhanced oil recovery; Petroleum; Leak detection","score_opus":0.04653450451364767,"score_gpt":0.3105402399407119,"score_spread":0.26400573542706424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073818031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.939717,0.0010779675,0.005359809,0.022250334,0.0017126191,0.005599956,0.023596384,0.0001045487,0.0005814027],"genre_scores_gemma":[0.9873455,0.0011704903,0.00095671514,0.00027437,0.00025115692,0.0003986943,0.0042375554,0.00002229121,0.005343214],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99498004,0.00037983397,0.0010873132,0.0010805057,0.0011998455,0.0012724905],"domain_scores_gemma":[0.9923873,0.0018596294,0.00091034046,0.001250599,0.0032323976,0.00035971456],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040850188,0.00033358473,0.00038217,0.0007732513,0.0024036234,0.00037604783,0.0015585602,0.00012550403,0.0005719096],"category_scores_gemma":[0.0024857528,0.000275685,0.0001608504,0.002407549,0.0011517407,0.001964976,0.00025244674,0.0004408179,0.000033530112],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055584696,0.0004808186,0.0153514,0.001271985,0.00009045555,2.4031468e-7,0.0015348925,0.00012792612,0.18768188,0.0001542409,0.41831455,0.37443578],"study_design_scores_gemma":[0.0012636851,0.0013727578,0.060183425,0.00036037288,0.000087187495,0.000021844948,0.0050120736,0.03764312,0.6006394,0.0005591119,0.2921124,0.0007446499],"about_ca_topic_score_codex":0.7228939,"about_ca_topic_score_gemma":0.17689179,"teacher_disagreement_score":0.5460021,"about_ca_system_score_codex":0.00038280876,"about_ca_system_score_gemma":0.003000279,"threshold_uncertainty_score":0.99996954},"labels":[],"label_agreement":null},{"id":"W7073819701","doi":"","title":"Inequitable treatment as perceived by international medical graduates (IMGs): a scoping review","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Scopus; Prejudice (legal term); Grey literature; Offensive; Interpersonal communication; Directive; Negotiation; Qualitative research; Matching (statistics)","score_opus":0.06007264788613092,"score_gpt":0.31894943978958573,"score_spread":0.2588767919034548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073819701","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023416713,0.13655597,0.000006543212,0.08924664,0.0020113597,0.004552747,0.55285335,0.006597124,0.18475957],"genre_scores_gemma":[0.074870065,0.01992907,0.00008165506,0.02111009,0.00026697697,0.00008435828,0.8771898,0.000013491736,0.0064545088],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991016,0.000031731153,0.00014407531,0.00018728613,0.00033856192,0.00019674285],"domain_scores_gemma":[0.99960923,0.000101719896,0.000041174735,0.000106769585,0.000034500263,0.00010662679],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000873751,0.000095576324,0.0001304369,0.000055799785,0.0000866599,0.000042889777,0.00024439226,0.000041746473,0.546547],"category_scores_gemma":[0.0006024274,0.000073172836,0.000045562567,0.00017884785,0.000008419725,0.00014207956,0.000024483768,0.000067220084,0.015376762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013807529,0.000004795536,0.00018595466,0.00020230045,0.000007057205,0.000021329672,0.000024024524,0.0000010068144,0.0000041352123,3.7269498e-7,0.95630705,0.043240577],"study_design_scores_gemma":[0.00040999538,0.0002304434,0.0015179404,0.1841413,0.0000149171465,0.00005445597,0.00007753728,0.009583052,0.001850986,0.00013558076,0.8015966,0.00038721174],"about_ca_topic_score_codex":0.0008788039,"about_ca_topic_score_gemma":0.000023617013,"teacher_disagreement_score":0.5311702,"about_ca_system_score_codex":0.000009271246,"about_ca_system_score_gemma":0.00010216292,"threshold_uncertainty_score":0.9853899},"labels":[],"label_agreement":null},{"id":"W7073831423","doi":"","title":"Nine Takeaways from a Quarter Century Working with the Interagency Ecological Program","year":2024,"lang":"en","type":"other","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin); Sustainability","score_opus":0.016400271465748854,"score_gpt":0.21422018773037974,"score_spread":0.19781991626463089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073831423","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014192953,0.0031173287,0.00017697412,0.0020350367,0.00060246466,0.00037478324,0.000043896634,0.0013696831,0.9921379],"genre_scores_gemma":[0.04757485,0.00039958645,0.008183563,0.0055929977,0.00088366214,0.000018580684,0.00039323614,0.00008930024,0.9368642],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990418,0.00005106587,0.00011429191,0.00036333528,0.0001870554,0.00024247097],"domain_scores_gemma":[0.99958825,0.00004685518,0.000063168045,0.00023791302,0.000007101127,0.000056712863],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009445692,0.00021962119,0.00018647705,0.00009049845,0.00004542957,0.000159372,0.00031432943,0.00015210405,0.08029511],"category_scores_gemma":[0.0000033293538,0.00009617901,0.00007114277,0.00014408976,0.00011917432,0.000026433014,0.000017977522,0.00037552087,0.0022201824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006176003,0.0000123205455,0.001158042,0.0000073220376,0.00003888428,0.0000335443,0.00007855364,2.736731e-7,1.2057362e-7,0.000011930037,0.87025684,0.12839599],"study_design_scores_gemma":[0.000055026092,0.00018277607,0.00046957342,0.00019182349,0.000034538873,0.000008011965,0.00028071375,0.0010300734,0.0000033464632,0.00014543833,0.9974178,0.00018089096],"about_ca_topic_score_codex":0.006471828,"about_ca_topic_score_gemma":0.0011519167,"teacher_disagreement_score":0.12821509,"about_ca_system_score_codex":0.0000034437005,"about_ca_system_score_gemma":0.000019911802,"threshold_uncertainty_score":0.99855673},"labels":[],"label_agreement":null},{"id":"W7073832127","doi":"","title":"Comment on ‘‘Present-day expansion of American beech in northeastern hardwood forests: Does soil base status matter?’’","year":2011,"lang":"en","type":"other","venue":"Archipelago (Université du Québec à Montréal)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beech; Maple; Yellow birch; Canopy; Hardwood; Soil water; Base (topology); Saccharum","score_opus":0.0066155386052531625,"score_gpt":0.16925510409849012,"score_spread":0.16263956549323696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073832127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7908172,0.0026654203,0.0011598621,0.010719967,0.0006916713,0.0012844449,0.0014809965,0.00059112086,0.19058931],"genre_scores_gemma":[0.97836375,0.0012929896,0.0009977854,0.0033123796,0.000108248416,0.000003365623,0.00031798854,0.000121957964,0.015481521],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998065,0.0002442592,0.00027895274,0.00051713403,0.000391129,0.00050354446],"domain_scores_gemma":[0.9985757,0.00017828008,0.00038001736,0.000613378,0.000026515852,0.00022609741],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017903735,0.00038485852,0.00054305757,0.0008045427,0.00010325521,0.000017390696,0.00056122616,0.00011469739,0.0057586846],"category_scores_gemma":[0.000014117012,0.00031235366,0.00016496607,0.00024298545,0.00036048167,0.00011615947,0.00009514948,0.00034809439,0.00042881456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000326835,0.00017330475,0.36875713,0.00010887092,0.00010873774,0.00019382736,0.016074825,0.000084595005,0.000008664276,0.000028446859,0.40997303,0.20416173],"study_design_scores_gemma":[0.002268042,0.0012714535,0.15351939,0.001266391,0.00016098688,0.000017296481,0.026171258,0.008697887,0.00060453423,0.00062378525,0.80390155,0.0014974389],"about_ca_topic_score_codex":0.9596299,"about_ca_topic_score_gemma":0.8027167,"teacher_disagreement_score":0.39392853,"about_ca_system_score_codex":0.00004969449,"about_ca_system_score_gemma":0.00016818198,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W7073832192","doi":"","title":"Dibenzofurans and Pseudodepsidones from the Lichen Stereocaulon paschale Collected in Northern Quebec","year":2017,"lang":"en","type":"article","venue":"Archive ouverte UNIGE (University of Geneva)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lichen; Dibenzofuran; Isolation (microbiology); Antibacterial activity; Methanol","score_opus":0.011723439768565573,"score_gpt":0.17676776793829566,"score_spread":0.16504432816973008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073832192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991911,0.00013370399,0.0012954253,0.0021598388,0.000080169906,0.00013059498,0.00018123833,0.00002956633,0.004078445],"genre_scores_gemma":[0.9969865,0.00028396398,0.0015967545,0.00026127172,0.000020075744,5.0250502e-8,0.000061303275,0.0000030310737,0.000787043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992727,0.00011730531,0.00007871728,0.00022233748,0.00013817204,0.00017073892],"domain_scores_gemma":[0.9992486,0.0001609292,0.00011480869,0.00038152622,0.000029540188,0.00006457616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012234447,0.00010342444,0.0001671656,0.000073675306,0.00063950307,0.000041650423,0.0005943381,0.000044612843,0.00014595866],"category_scores_gemma":[0.000026449126,0.000091285896,0.00004989858,0.000065017266,0.00041541565,0.00024499182,0.000079332174,0.00013250085,0.000018403258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009224736,0.000013442908,0.94444746,0.0000060103953,0.000031007818,0.000024560783,0.0051376633,0.000017968021,0.00016814895,0.000030100962,0.0037017395,0.046329662],"study_design_scores_gemma":[0.00048456425,0.00004726224,0.9686917,0.000039659728,0.000019274736,0.0000016096435,0.0037081472,0.020980928,0.000108903056,0.0013471219,0.0044481806,0.00012263615],"about_ca_topic_score_codex":0.5249021,"about_ca_topic_score_gemma":0.79045576,"teacher_disagreement_score":0.26555368,"about_ca_system_score_codex":0.000007153617,"about_ca_system_score_gemma":0.000065024,"threshold_uncertainty_score":0.49186054},"labels":[],"label_agreement":null},{"id":"W7073834888","doi":"","title":"The effects of the Covid-19 pandemic on people living with HIV","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Quarter (Canadian coin); Public health; Human immunodeficiency virus (HIV); Population; Health care; Mental health; Welfare","score_opus":0.016148914962392517,"score_gpt":0.23026881116860312,"score_spread":0.2141198962062106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073834888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44785842,0.012006978,0.00022681148,0.043369133,0.003148801,0.0066530113,0.15548837,0.0030893332,0.32815915],"genre_scores_gemma":[0.9901699,0.0000144441265,0.000011715713,0.0070901006,0.00001617136,0.0000074902605,0.0007649179,0.0000016222286,0.0019236368],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995456,0.00006821617,0.000060286442,0.00009718819,0.000118714386,0.00011002485],"domain_scores_gemma":[0.9979323,0.0017768252,0.00004595633,0.00019680093,0.000017643557,0.000030476034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007485046,0.000058576792,0.00005983607,0.000024091984,0.00025548117,0.000027233355,0.00028495086,0.000025925272,0.0078019537],"category_scores_gemma":[0.0016540854,0.000026612925,0.000032192514,0.00018104304,0.000016792927,0.000032827524,0.000020589927,0.00010616447,0.00011974564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006330322,0.000002885916,0.14809853,0.00012679142,0.0000059297017,5.696303e-7,0.00012400931,0.000055670633,0.0000023931773,0.00000694485,0.84448993,0.0070800097],"study_design_scores_gemma":[0.0001854507,0.00010502621,0.3237902,0.0025437004,0.000011240343,0.000007373877,0.00016289583,0.0027041563,0.0009264192,0.00021442934,0.6692337,0.00011544386],"about_ca_topic_score_codex":0.00036123957,"about_ca_topic_score_gemma":0.00017719032,"teacher_disagreement_score":0.5423115,"about_ca_system_score_codex":0.000005689257,"about_ca_system_score_gemma":0.000108206375,"threshold_uncertainty_score":0.99310505},"labels":[],"label_agreement":null},{"id":"W7073835006","doi":"","title":"Redes personales y capital social en una parroquia rural de la Provincia de Maracaibo Venezuela a fines del siglo XVIII La Inmaculada Concepcion de La Canada 17841804","year":2015,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social impact; Social capital; Social knowledge","score_opus":0.013321681763797678,"score_gpt":0.23858891229579854,"score_spread":0.22526723053200087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073835006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453714,0.002492027,0.00058810244,0.009931074,0.0006841455,0.0005638402,0.0006746488,0.00047356752,0.03922122],"genre_scores_gemma":[0.9922553,0.00046550995,0.0038940916,0.0010501909,0.0012182181,0.00007141972,0.00056842185,0.00006517728,0.00041168457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99203,0.003253956,0.0008747888,0.0009175462,0.0014147236,0.0015089813],"domain_scores_gemma":[0.99590725,0.0014661945,0.00058854296,0.0004595253,0.00044953942,0.0011289763],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002885961,0.00085644005,0.00079483533,0.00039287275,0.0013592319,0.0009252015,0.0011349341,0.0011900427,0.000080184975],"category_scores_gemma":[0.0015663714,0.00084398955,0.00034258023,0.0006312619,0.00030650396,0.000745181,0.00022398084,0.001491256,0.000013768151],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029646554,0.0018419758,0.26391047,0.0014410538,0.0013391312,0.0058413194,0.05073772,0.0020612436,0.010186558,0.46425778,0.165226,0.030192096],"study_design_scores_gemma":[0.0017834752,0.0001973475,0.050469063,0.0005054854,0.00022492361,0.004170429,0.0081627155,0.00798873,0.002182504,0.00112838,0.92194206,0.0012448806],"about_ca_topic_score_codex":0.016709529,"about_ca_topic_score_gemma":0.014610759,"teacher_disagreement_score":0.7567161,"about_ca_system_score_codex":0.0017382945,"about_ca_system_score_gemma":0.010188105,"threshold_uncertainty_score":0.9999409},"labels":[],"label_agreement":null},{"id":"W7073847184","doi":"","title":"The impact of high spatial frequency atmospheric distortions on weak\\n lensing measurements","year":2011,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Amplitude; Weak gravitational lensing; Galaxy; Anisotropy; Point spread function; Deconvolution; Spatial correlation; Spatial frequency; Turbulence; Cosmology","score_opus":0.05026015584331081,"score_gpt":0.24796633489129505,"score_spread":0.19770617904798424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073847184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8259339,0.0000508299,0.009361456,0.00024346329,0.0001101606,0.00036246396,0.00028160075,0.00007386959,0.16358231],"genre_scores_gemma":[0.9932201,0.00047388359,0.005177254,0.00001047083,0.000015254017,2.8579608e-8,0.00007209471,0.0000060402936,0.0010248787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977044,0.00048251697,0.000152351,0.0003528833,0.0007389916,0.000568849],"domain_scores_gemma":[0.9984371,0.00029565,0.00020198351,0.0004910888,0.00033390417,0.00024025439],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075075607,0.00017899065,0.0002650811,0.00022095305,0.0013932257,0.000018606339,0.0011053362,0.000078374745,0.0011363016],"category_scores_gemma":[0.00008740274,0.00016166159,0.00027171845,0.00066241267,0.0013657684,0.0004225072,0.0001532648,0.00046838788,0.000019250148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002512996,0.00031675422,0.78095436,0.00004546449,0.0003925682,0.000052166703,0.002757212,0.00024276643,0.0004319963,0.0030180253,0.018644258,0.19063142],"study_design_scores_gemma":[0.001186065,0.002320962,0.94633704,0.0001353308,0.000060358805,0.000008039461,0.009061849,0.0071608303,0.0003556812,0.0105959885,0.022409873,0.0003679987],"about_ca_topic_score_codex":0.18754023,"about_ca_topic_score_gemma":0.0059785484,"teacher_disagreement_score":0.19026342,"about_ca_system_score_codex":0.00014203558,"about_ca_system_score_gemma":0.00032567413,"threshold_uncertainty_score":0.99990684},"labels":[],"label_agreement":null},{"id":"W7073854042","doi":"","title":"Aneuploid senescent cells activate NF-κB to promote their immune clearance by NK cells","year":2021,"lang":"en","type":"other","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Azrieli Foundation; Israel Cancer Association; Tel Aviv University; Ministero della Salute; Ministero dell’Istruzione, dell’Università e della Ricerca; Ludwig Center at Harvard; National Institutes of Health; Fondazione Cariplo","keywords":"Nucleofection; TSG101; Gestational period; Proteogenomics; Fusible alloy; Hyporeflexia; Articular cartilage damage","score_opus":0.008512145321075871,"score_gpt":0.20570327412270653,"score_spread":0.19719112880163067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073854042","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13633028,0.087397344,0.0077432347,0.05828099,0.02725977,0.01244872,0.016714327,0.018741813,0.63508356],"genre_scores_gemma":[0.196821,0.019275103,0.1023484,0.0062110755,0.00086141954,0.0000971812,0.0022688766,0.0010426741,0.6710743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668354,0.00007002644,0.00061053404,0.0011920722,0.00053295284,0.0009108718],"domain_scores_gemma":[0.9974706,0.000023007595,0.0006226994,0.001548461,0.00010996299,0.00022524997],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002648887,0.00083275797,0.0011558561,0.0011556783,0.00018664793,0.00007440361,0.0015314085,0.0012216279,0.0022213734],"category_scores_gemma":[0.000059363163,0.0007471668,0.00027295403,0.0012919791,0.000687053,0.0001751533,0.00020361436,0.0010386356,0.00035953437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048700167,0.0001344137,0.000537945,0.00036841934,0.00023865994,0.00010174081,0.00009573737,0.00005291429,0.09610938,0.000023032753,0.8029022,0.09938681],"study_design_scores_gemma":[0.0002167688,0.00011924718,0.000024865449,0.0007197699,0.000028597295,0.000013948456,0.00005501478,0.00012531006,0.40118837,0.000038405728,0.59697634,0.0004933911],"about_ca_topic_score_codex":0.0031205278,"about_ca_topic_score_gemma":0.0002016987,"teacher_disagreement_score":0.30507898,"about_ca_system_score_codex":0.000050672104,"about_ca_system_score_gemma":0.00021055015,"threshold_uncertainty_score":0.99949795},"labels":[],"label_agreement":null},{"id":"W7073855739","doi":"","title":"Age disparities in stage-specific colon cancer survival across seven countries: An International Cancer Benchmarking Partnership SURVMARK-2 population-based study","year":2021,"lang":"en","type":"article","venue":"NOVA (University of Newcastle Australia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer registry; Colorectal cancer; Cancer; Epidemiology; Hazard ratio; Proportional hazards model; Relative survival; Socioeconomic status; Stage (stratigraphy)","score_opus":0.22126387226995287,"score_gpt":0.3666608234161731,"score_spread":0.14539695114622025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073855739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997632,0.00004173864,0.0000707961,0.00062178413,0.00056866737,0.00013569211,0.0005496154,0.000039107992,0.0003405879],"genre_scores_gemma":[0.996893,0.000077388584,0.0003469223,0.00012442411,0.0000675813,3.219678e-7,0.00045314385,0.0000041145763,0.0020331398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865884,0.00015657257,0.00016516821,0.00034142393,0.0003977979,0.00028020644],"domain_scores_gemma":[0.9993558,0.00010105644,0.00012586237,0.00019654962,0.00013919099,0.00008153586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003762659,0.00013067704,0.00023119956,0.000111448506,0.00017122814,0.00007281441,0.00031219958,0.000079576355,0.008314133],"category_scores_gemma":[0.000011679908,0.00016178354,0.000053902997,0.00031638748,0.00010378369,0.00053213583,0.000028666656,0.00017922657,0.000009431545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120189055,0.000073344374,0.98868185,0.000020400124,0.000025411726,0.00015327793,0.0017407729,0.0044414913,0.000018716402,0.00001784226,0.0011661319,0.003540593],"study_design_scores_gemma":[0.00069570565,0.00007303495,0.97530955,0.000058694746,0.0000116440915,8.921306e-7,0.009775962,0.0037273124,0.000087364606,0.000018450966,0.0100504765,0.00019092768],"about_ca_topic_score_codex":0.34950897,"about_ca_topic_score_gemma":0.25034004,"teacher_disagreement_score":0.09916892,"about_ca_system_score_codex":0.00007198571,"about_ca_system_score_gemma":0.00011764411,"threshold_uncertainty_score":0.9925924},"labels":[],"label_agreement":null},{"id":"W7073859508","doi":"","title":"Understanding coparenting and family systems among East and Southeast Asian-heritage families.","year":2014,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mores; Variety (cybernetics); Extant taxon; Relevance (law); Family systems; Coparenting; Focus (optics); Quarter (Canadian coin); Cultural system; Family studies","score_opus":0.03364236415314713,"score_gpt":0.1658077200316588,"score_spread":0.1321653558785117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073859508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95128125,0.00012403743,0.014502387,0.00008793801,0.00023782182,0.00021439245,0.0007957584,0.00017611167,0.032580286],"genre_scores_gemma":[0.9991629,0.000027819171,0.00038261904,0.00001619787,0.000039671413,1.6747029e-8,0.000087665925,0.0000104225455,0.00027265635],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99837905,0.00008814295,0.00020904926,0.0004924278,0.00042253474,0.0004087976],"domain_scores_gemma":[0.998802,0.000114400085,0.00033622247,0.00033257637,0.00010944879,0.00030535663],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031847798,0.0002909694,0.0005440038,0.00040898874,0.0007573383,0.00012393344,0.00048080873,0.00016823538,0.00005748824],"category_scores_gemma":[0.00003278087,0.0003652708,0.00014503463,0.00037703422,0.0013667183,0.0010379221,0.0002029314,0.0002910179,0.000021753249],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024659472,0.000023231842,0.96811765,0.00025966333,0.00014232438,0.000042730608,0.025518244,0.00024617038,0.000021109956,0.0009753364,0.00063705276,0.0037698895],"study_design_scores_gemma":[0.0017865549,0.0002970006,0.21616225,0.0004321985,0.00017646799,0.000015083568,0.73841035,0.039193757,0.000010051895,0.00027169895,0.0025251524,0.0007194176],"about_ca_topic_score_codex":0.0029900959,"about_ca_topic_score_gemma":0.00016497151,"teacher_disagreement_score":0.7519554,"about_ca_system_score_codex":0.000028643946,"about_ca_system_score_gemma":0.00004891715,"threshold_uncertainty_score":0.9998799},"labels":[],"label_agreement":null},{"id":"W7073861494","doi":"","title":"Les métiers du décor","year":2024,"lang":"fr","type":"other","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"","score_opus":0.008409589299550383,"score_gpt":0.16340862470151846,"score_spread":0.15499903540196808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073861494","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010097042,0.07779261,0.0004781776,0.002916545,0.0035926695,0.0002842603,0.0002366229,0.0004810902,0.904121],"genre_scores_gemma":[0.09750553,0.0024726768,0.0015550238,0.00084379304,0.00063108647,0.0000035434316,0.00014166516,0.000058734568,0.89678794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976481,0.00016359048,0.000318899,0.00076155073,0.00055340613,0.00055442145],"domain_scores_gemma":[0.99880445,0.00009261759,0.00021288141,0.0003877982,0.00008784149,0.00041440513],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023849029,0.00051208,0.00040596462,0.00048612355,0.0036408466,0.00013523707,0.00057319127,0.0005383652,0.009621082],"category_scores_gemma":[0.00004231235,0.00052099756,0.0003748729,0.00034601928,0.00080179994,0.0002567227,0.00014400421,0.0006135454,0.0044085816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025686904,0.00011486485,0.049781546,0.00045566872,0.00064991147,0.008147938,0.0104604885,0.00083363755,0.00030890256,0.024736786,0.73834383,0.16590953],"study_design_scores_gemma":[0.00028556373,0.00010924161,0.0040160627,0.00048436775,0.00027583013,0.0013666009,0.004458397,0.008297777,0.0006116692,0.0006250615,0.97888696,0.0005824774],"about_ca_topic_score_codex":0.33462048,"about_ca_topic_score_gemma":0.0035721217,"teacher_disagreement_score":0.33104834,"about_ca_system_score_codex":0.0016140094,"about_ca_system_score_gemma":0.0008563048,"threshold_uncertainty_score":0.99972415},"labels":[],"label_agreement":null},{"id":"W7073864594","doi":"","title":"The role of mental translation in learning and using a second/foreign language by female adult learners","year":2018,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"First language; Second language; Sample (material); Product (mathematics); Language acquisition; Phenomenon; English as a second language","score_opus":0.009912381572904477,"score_gpt":0.18089723011796574,"score_spread":0.17098484854506127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073864594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98526525,0.00020362015,0.0003844036,0.000039583363,0.000048695627,0.00012722674,0.00044159536,0.000039106322,0.01345051],"genre_scores_gemma":[0.9991062,0.000020743553,0.0004884957,0.000007688007,0.000014392781,6.384911e-9,0.0000777243,0.000004547275,0.0002802016],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990864,0.000060382434,0.00013947178,0.00022904809,0.0002538383,0.00023088064],"domain_scores_gemma":[0.99935913,0.000096646836,0.00021938785,0.00014984827,0.00008559737,0.00008940311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018222988,0.00013855047,0.0002473204,0.00020111259,0.00044227944,0.0000252562,0.0003220864,0.00009017342,0.00016445424],"category_scores_gemma":[0.00001894354,0.0001544639,0.000100162826,0.00031398947,0.00093754876,0.00056375726,0.000064359105,0.00020597114,0.000008943217],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007836084,0.000029057486,0.86904824,0.00005679009,0.00008991385,0.00001230383,0.09538876,0.00009539956,0.00096354174,0.00009734518,0.00019212818,0.03324292],"study_design_scores_gemma":[0.0017440356,0.00047489678,0.017375987,0.00015804704,0.00007034263,0.0000063664493,0.9249301,0.046025835,0.0023122325,0.00017889666,0.006322832,0.000400433],"about_ca_topic_score_codex":0.0032288563,"about_ca_topic_score_gemma":0.00050679425,"teacher_disagreement_score":0.85167223,"about_ca_system_score_codex":0.000015974538,"about_ca_system_score_gemma":0.000045183373,"threshold_uncertainty_score":0.62988544},"labels":[],"label_agreement":null},{"id":"W7073867493","doi":"","title":"Patient registries for home oxygen research and evaluation","year":2019,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Observational study; Representativeness heuristic; Clinical trial; Population; Research design; MEDLINE; Oxygen therapy","score_opus":0.0484784884563996,"score_gpt":0.3015740767725555,"score_spread":0.25309558831615586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073867493","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010388456,0.12629373,0.06996562,0.003377461,0.0042288573,0.006179672,0.0020681564,0.0006037786,0.78624386],"genre_scores_gemma":[0.9702386,0.0008647585,0.0019978145,0.003771388,0.0020234995,0.00017376972,0.00244089,0.00020948768,0.018279767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761343,0.00015736987,0.00022692973,0.00051682227,0.0011289902,0.00035644474],"domain_scores_gemma":[0.99887633,0.00040520978,0.000101611455,0.00028559752,0.00009385415,0.0002373945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015055257,0.00020034183,0.00032759813,0.00017886337,0.00013065542,0.00008983244,0.00021501124,0.00038198958,0.0024790217],"category_scores_gemma":[0.0003637941,0.00015045224,0.00004466153,0.000089336405,0.00050234667,0.00007706939,0.000049840783,0.00037700255,0.00004073457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005210412,0.000014751624,0.00068226794,0.00019045986,0.000024837083,0.000002833003,0.00013065424,3.068002e-7,7.521747e-7,0.00011549174,0.15384841,0.84493715],"study_design_scores_gemma":[0.00071635755,0.00045497497,0.0003784284,0.000032736898,0.000034329438,0.000008460546,0.00014270976,0.2138769,0.000015703847,0.0030348776,0.7810482,0.0002563643],"about_ca_topic_score_codex":0.006270953,"about_ca_topic_score_gemma":0.00013000882,"teacher_disagreement_score":0.9691998,"about_ca_system_score_codex":0.0000061577784,"about_ca_system_score_gemma":0.0000056226977,"threshold_uncertainty_score":0.9984329},"labels":[],"label_agreement":null},{"id":"W7073875013","doi":"","title":"Quality of life measurement in bone metastases: A literature review","year":2008,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Radiation therapy; Cancer; Incidence (geometry); MEDLINE; Life quality","score_opus":0.4394178078172949,"score_gpt":0.5494533638394201,"score_spread":0.11003555602212522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073875013","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004173763,0.9950507,0.000026204185,0.0000883814,0.00035032933,0.0012450636,0.00056482194,0.000036028694,0.0025967287],"genre_scores_gemma":[0.00018122623,0.99770486,0.00037415122,0.0012874351,0.00009305631,0.000020209845,0.000245243,0.000023295766,0.00007051458],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917479,0.0022479852,0.0031197192,0.0006708333,0.0017590437,0.00045449828],"domain_scores_gemma":[0.99449015,0.00050307094,0.0032981755,0.00084331137,0.0005187292,0.000346542],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006778141,0.0006646245,0.0048731975,0.001461746,0.00013279436,0.00041420333,0.0032793267,0.00025216755,0.009296164],"category_scores_gemma":[0.0016582771,0.0004881782,0.0009947533,0.0025702582,0.00019490585,0.0015209541,0.00026712246,0.001060345,0.000030630228],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029803268,0.00009645753,0.005125013,0.029348327,0.00019227035,0.000058267102,0.000029232026,0.0000023787272,0.0000034829893,0.0000030204212,0.20373845,0.7613733],"study_design_scores_gemma":[0.0001719231,0.000010747453,0.0034730716,0.13338979,0.00021087436,0.00006072487,0.000007822375,0.0000054984926,0.000020459202,0.00023491833,0.8619152,0.00049901527],"about_ca_topic_score_codex":0.0059001218,"about_ca_topic_score_gemma":0.000089417554,"teacher_disagreement_score":0.7608743,"about_ca_system_score_codex":0.00005825519,"about_ca_system_score_gemma":0.0008494854,"threshold_uncertainty_score":0.999757},"labels":[],"label_agreement":null},{"id":"W7073875301","doi":"","title":"The Settler Order Framework: Rethinking Canadian Working-Class History","year":2019,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.019384532334559963,"score_gpt":0.19251382330670155,"score_spread":0.17312929097214158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073875301","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019763656,0.000025504396,0.00017884406,0.002053363,0.001354987,0.0003420695,0.000016406493,0.00027178065,0.9759934],"genre_scores_gemma":[0.9695031,0.020631105,0.0024964137,0.0055638836,0.00014271222,3.7810128e-7,0.00005360627,0.000016613392,0.0015921752],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855745,0.00014613548,0.00012262452,0.00036174254,0.00025990262,0.00055216847],"domain_scores_gemma":[0.9989588,0.00026015483,0.000090243,0.00045403588,0.00008453215,0.00015223026],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035547715,0.00018410175,0.0001520701,0.0031675778,0.00043734603,0.00007650195,0.0006711694,0.00017823049,0.0012095491],"category_scores_gemma":[0.000072971285,0.00015265186,0.000084535015,0.0020227116,0.00015140123,0.00028540933,0.000038416838,0.00054648076,0.00046833928],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026504238,0.00004670811,0.21811306,0.0000672751,0.00023311267,0.0004248883,0.017578917,0.00031979024,0.0000027045035,0.019103277,0.13413414,0.60971105],"study_design_scores_gemma":[0.00014385949,0.00004609691,0.00071891217,0.00005509943,0.000016896389,0.0000073898336,0.0005175255,0.0044564507,0.000018605771,0.00003220286,0.99375236,0.00023457993],"about_ca_topic_score_codex":0.87306803,"about_ca_topic_score_gemma":0.41832948,"teacher_disagreement_score":0.97440124,"about_ca_system_score_codex":0.00023958628,"about_ca_system_score_gemma":0.0010578452,"threshold_uncertainty_score":0.99970347},"labels":[],"label_agreement":null},{"id":"W7073876764","doi":"","title":"Knowledge, Attitudes and Practice of Healthcare Ethics and Law Among Doctors and Nurses in Barbados","year":2006,"lang":"en","type":"other","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hippocratic Oath; Ethical code; Health care; Medical ethics; Quarter (Canadian coin); Health professionals; Curriculum; Workforce; Professional ethics","score_opus":0.011556781603544036,"score_gpt":0.23155246020038237,"score_spread":0.21999567859683833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073876764","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011211723,0.0062146513,0.000005643321,0.0034009228,0.00027153565,0.00046519132,0.00072402216,0.00041064507,0.97729564],"genre_scores_gemma":[0.3411053,0.0067958864,0.002314088,0.001117773,0.000115115676,6.096325e-7,0.0008912018,0.00013945809,0.64752054],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981521,0.00034860568,0.0002736231,0.0006236764,0.00023583874,0.00036617217],"domain_scores_gemma":[0.99836093,0.00081917946,0.000276397,0.00026105854,0.00004068927,0.00024174852],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026152207,0.00039184428,0.0005415168,0.0006052786,0.0001693798,0.00014141978,0.00026823988,0.00053624815,0.0002002619],"category_scores_gemma":[0.000105013605,0.00039591204,0.000057161258,0.00039810856,0.0012811411,0.0016413204,0.00014836536,0.00069414265,0.0000052049513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011612122,0.0001151791,0.5312582,0.0010070207,0.00008635739,0.00012777935,0.0009520743,0.0000017671595,0.0000016014932,0.008167918,0.44643927,0.011726691],"study_design_scores_gemma":[0.00038721712,0.00011563058,0.031939514,0.00060501636,0.000040232982,0.00001705604,0.0007015385,0.00007043161,0.00003807722,0.00050526153,0.96514016,0.00043987986],"about_ca_topic_score_codex":0.046214473,"about_ca_topic_score_gemma":0.0045803883,"teacher_disagreement_score":0.5187009,"about_ca_system_score_codex":0.000009445218,"about_ca_system_score_gemma":0.00013390515,"threshold_uncertainty_score":0.99984926},"labels":[],"label_agreement":null},{"id":"W7073880889","doi":"","title":"Validity and reliability of a quantitative computed tomography score in predicting outcome of hyperacute stroke before thrombolytic therapy. ASPECTS Study Group. Alberta Stroke Programme Early CT Score.","year":2000,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Ischaemic stroke; Logistic regression; Computed tomography; Thrombolysis; Ischemia; Brain ischemia; Predictive value of tests; Acute stroke; Prospective cohort study","score_opus":0.04420179905192511,"score_gpt":0.264064909404693,"score_spread":0.2198631103527679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073880889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99238867,0.000039431554,0.00026496564,0.00017269536,0.000031296895,0.0012072128,0.00060782034,0.0000561161,0.0052318084],"genre_scores_gemma":[0.9943181,0.00036550467,0.004898107,0.000011342745,0.000007745859,1.683032e-7,0.000087854314,0.0000083529,0.00030279034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648505,0.0009424523,0.0003560334,0.0006725957,0.0008701902,0.0006736827],"domain_scores_gemma":[0.99775314,0.0009121425,0.00026878028,0.00050864817,0.00028844646,0.00026884288],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015449341,0.0002696636,0.00071566063,0.0011431964,0.0004678046,0.00002835707,0.0009943407,0.00008344068,0.00027128746],"category_scores_gemma":[0.00010579884,0.0002869197,0.00023839764,0.001294753,0.001793314,0.0008123268,0.00023533728,0.0007208572,0.0000018060516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013432694,0.0005270135,0.97602326,0.00011186238,0.00009873545,0.00008226048,0.0052851317,0.000072650815,0.000059010155,0.00014228692,0.000046915444,0.016207604],"study_design_scores_gemma":[0.0022408892,0.005020078,0.962868,0.00013992621,0.000050403385,0.0000060957714,0.016223097,0.011241851,0.00007226774,0.0008674072,0.0010455911,0.00022443908],"about_ca_topic_score_codex":0.09820259,"about_ca_topic_score_gemma":0.015230988,"teacher_disagreement_score":0.0829716,"about_ca_system_score_codex":0.00004342953,"about_ca_system_score_gemma":0.0001501478,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W7073885742","doi":"","title":"Risk reduction for type 2 diabetes in Aboriginal children in Canada","year":2005,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Diabetes mellitus; Reduction (mathematics); Population","score_opus":0.006854863848664894,"score_gpt":0.19433009787159447,"score_spread":0.18747523402292957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073885742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979162,0.00026786272,0.000004817772,0.00072150317,0.00046743228,0.00020445068,0.00004717345,0.00002002551,0.00035052616],"genre_scores_gemma":[0.9986094,0.00013365962,0.0005323823,0.00036377923,0.00021957203,0.0000049767923,0.00008002062,0.0000017948933,0.00005437293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990262,0.000025838344,0.000111762856,0.00013115398,0.00008515575,0.0006199154],"domain_scores_gemma":[0.99978703,0.000021009393,0.00003128743,0.000057983703,0.0000073623896,0.00009531569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021891358,0.00005988351,0.00007555597,0.00006129995,0.000030039288,0.000013007329,0.00008502917,0.000021708567,0.00010446345],"category_scores_gemma":[0.000028710065,0.000055321885,0.000013791516,0.00014140201,0.000015429678,0.00013315766,0.0000013550394,0.00010055288,0.0000039482507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010965946,0.000003980186,0.8305687,0.0000012743063,0.0000017917624,2.729534e-7,0.000027599328,0.0008867038,6.854579e-7,0.000002737043,0.007339126,0.16115622],"study_design_scores_gemma":[0.00018256526,0.000009831533,0.9616333,0.0000039918723,0.0000027165322,0.0000012852428,0.000027320217,0.01450149,0.00067937357,0.00009318806,0.022790989,0.00007394293],"about_ca_topic_score_codex":0.91618115,"about_ca_topic_score_gemma":0.82328504,"teacher_disagreement_score":0.16108228,"about_ca_system_score_codex":0.00011149275,"about_ca_system_score_gemma":0.00029740727,"threshold_uncertainty_score":0.2255961},"labels":[],"label_agreement":null},{"id":"W7073886053","doi":"","title":"The French Shore Problem in Newfoundland: An Imperial Study","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shore; Feature (linguistics); Period (music); Work (physics)","score_opus":0.020457847405576036,"score_gpt":0.2299475923658398,"score_spread":0.20948974496026376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073886053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.853782,0.0000014303691,0.000016517644,0.00031278923,0.000283825,0.0006692039,0.000026316282,0.0004670481,0.14444086],"genre_scores_gemma":[0.9922389,0.007192448,0.00019697534,0.00010502936,0.00008851927,0.0000011575488,0.000071352864,0.0000063336347,0.00009932945],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986107,0.00024438655,0.00014437277,0.0003530676,0.000242395,0.0004050819],"domain_scores_gemma":[0.9993986,0.000121008256,0.000053618412,0.00031456872,0.00003935781,0.00007283631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051759416,0.00015401728,0.00014644652,0.0038388842,0.00036973378,0.0001227715,0.0005728045,0.00006373363,0.00008502137],"category_scores_gemma":[0.000026346259,0.00011735864,0.00004983799,0.0063068666,0.000092018134,0.00045516508,0.000058584763,0.00022000543,0.00009520946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020466317,0.00017722494,0.63057584,0.000014423989,0.000044250086,0.00044021488,0.025577411,0.00021551023,0.0000023910816,0.000089484114,0.004792204,0.33786637],"study_design_scores_gemma":[0.00069460226,0.000477548,0.045006033,0.000012456379,0.000015364421,0.000004980515,0.0056669433,0.008353259,0.000011414422,0.000017560822,0.93952864,0.00021119624],"about_ca_topic_score_codex":0.71397454,"about_ca_topic_score_gemma":0.36365804,"teacher_disagreement_score":0.93473643,"about_ca_system_score_codex":0.00003655806,"about_ca_system_score_gemma":0.00020219325,"threshold_uncertainty_score":0.64795357},"labels":[],"label_agreement":null},{"id":"W7073900123","doi":"","title":"A patient survey of the impact of fibromyalgia and the journey to diagnosis","year":2010,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Fibromyalgia; Chronic pain; Patient satisfaction; Health care; Depression (economics); Fibromyalgia syndrome; Depressive symptoms","score_opus":0.03798427076772247,"score_gpt":0.31714352343915286,"score_spread":0.2791592526714304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073900123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99464613,0.00021606778,0.0000023741136,0.00089901994,0.00012309775,0.00057081296,0.00042569457,0.0000129971595,0.0031038166],"genre_scores_gemma":[0.99950856,0.00010368399,0.00011570171,0.00006665498,0.00001574651,0.000007745759,0.000011607407,0.000004816001,0.00016548223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977727,0.00060364255,0.00031084407,0.00020514926,0.0007388767,0.00036876596],"domain_scores_gemma":[0.9975337,0.0013865051,0.00013277972,0.0004268025,0.0003515568,0.00016867716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003338237,0.00011493146,0.00024276273,0.00017861411,0.0002783954,0.000047915393,0.0004810152,0.00006545741,0.001126076],"category_scores_gemma":[0.0016718359,0.000056488796,0.0001244897,0.0008954426,0.00071244285,0.00011596273,0.00011627707,0.00051518175,0.00001149799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022621072,0.000033582004,0.9389514,0.00003008006,0.000033148353,0.000007087291,0.0004035138,0.000029069584,0.00014473246,0.00012667646,0.054369397,0.005645132],"study_design_scores_gemma":[0.00040767106,0.00040530314,0.9898794,0.00009811425,0.000005295362,0.00002275329,0.00022094694,0.0023640997,0.0050636,0.00054156146,0.0008999134,0.00009129849],"about_ca_topic_score_codex":0.14456356,"about_ca_topic_score_gemma":0.0024661121,"teacher_disagreement_score":0.14209744,"about_ca_system_score_codex":0.0000046746272,"about_ca_system_score_gemma":0.00025402178,"threshold_uncertainty_score":0.99978703},"labels":[],"label_agreement":null},{"id":"W7073901793","doi":"","title":"Spinal Cord Stimulation Prevents Autonomic Dysreflexia in Individuals with Spinal Cord Injury:A Case Series","year":2023,"lang":"en","type":"article","venue":"University of Birmingham Research Portal (University of Birmingham)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Rick Hansen Foundation; Wings for Life; Paralyzed Veterans of America; U.S. Department of Defense","keywords":"Autonomic dysreflexia; Spinal cord; Tetraplegia; Spinal cord injury; Spinal cord stimulation","score_opus":0.05942248005781991,"score_gpt":0.31599296433187796,"score_spread":0.25657048427405804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073901793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99483657,0.000044594985,0.00017716673,0.0003928225,0.00007023945,0.00045394062,0.00021269673,0.0001595418,0.003652457],"genre_scores_gemma":[0.9937167,0.00014006889,0.0030688192,0.000015673588,0.000018001592,6.501085e-8,0.00011188988,0.000009208314,0.0029195554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974712,0.000262424,0.00024509456,0.00055683573,0.0008246994,0.0006397324],"domain_scores_gemma":[0.99871993,0.00011836777,0.00029675488,0.00037488228,0.000248607,0.00024143743],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015013189,0.00022046707,0.00042432733,0.0017684604,0.0006176692,0.000029573597,0.0006845653,0.00017640647,0.0013239046],"category_scores_gemma":[0.00005184398,0.00026972493,0.0001193334,0.001789954,0.0011504146,0.0010149794,0.0002220829,0.0004959864,0.00010344404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015710654,0.0003201539,0.6321659,0.00045795357,0.00023440641,0.013381062,0.0029948344,0.0008549578,0.0006445601,0.00037599023,0.019741232,0.31311828],"study_design_scores_gemma":[0.006163129,0.0338967,0.6880212,0.0022409249,0.00022617955,0.0016359079,0.17364296,0.035167456,0.0021481446,0.0018755399,0.05302441,0.0019574517],"about_ca_topic_score_codex":0.036494587,"about_ca_topic_score_gemma":0.003476023,"teacher_disagreement_score":0.31116083,"about_ca_system_score_codex":0.00004552327,"about_ca_system_score_gemma":0.00040975635,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W7073902426","doi":"","title":"Networks in Canadian paediatric surgery: Time to get connected","year":2006,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gastroschisis; Congenital diaphragmatic hernia; Referral; Congenital malformations; CLARITY; Pediatric Surgeon; Randomized controlled trial; Logistic regression; Diaphragmatic breathing","score_opus":0.005734102338996317,"score_gpt":0.15682047365422586,"score_spread":0.15108637131522953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073902426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726849,0.0005808475,0.00008360979,0.0037984024,0.00088854064,0.0004216025,0.000096270865,0.0002165307,0.02122929],"genre_scores_gemma":[0.9959409,0.000014676712,0.00010591598,0.0026790397,0.000349359,0.0000042327333,0.0002686229,0.0000036034376,0.0006336124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979137,0.000058072434,0.00016231822,0.0001870122,0.00011273167,0.0015661503],"domain_scores_gemma":[0.99916035,0.00009923703,0.000025658996,0.00010025891,0.000011491608,0.00060298404],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048415174,0.0000966575,0.00013433673,0.00029610036,0.00006112172,0.00005205295,0.0001282468,0.00006221093,0.0016790101],"category_scores_gemma":[0.000076657845,0.00009254952,0.00003989382,0.00051761157,0.00002230065,0.00010189955,0.000004129711,0.000108309716,0.00030188606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000512038,0.0000034997354,0.7498533,0.0000010351167,0.0000012332672,0.00002019264,0.000009436787,0.00244526,1.3468907e-7,0.0000044617864,0.20636915,0.041287165],"study_design_scores_gemma":[0.00005661485,0.0000047241197,0.8233477,0.0000031279048,0.0000024373899,0.0000039404413,0.0000039746997,0.032018162,0.000019086485,0.000058970414,0.14436089,0.00012035758],"about_ca_topic_score_codex":0.75633496,"about_ca_topic_score_gemma":0.2898992,"teacher_disagreement_score":0.4664358,"about_ca_system_score_codex":0.000057466965,"about_ca_system_score_gemma":0.00017814874,"threshold_uncertainty_score":0.9992336},"labels":[],"label_agreement":null},{"id":"W7073909349","doi":"","title":"The Ethics of Intimate Examinations -- Teaching Tomorrow's Doctors","year":2003,"lang":"en","type":"other","venue":"Bristol Research (University of Bristol)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Action (physics); Ethical issues; Informed consent; Legal action; Ethical code","score_opus":0.05829295641098367,"score_gpt":0.30988494455466903,"score_spread":0.25159198814368533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073909349","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012587947,0.0026835725,0.0016494746,0.0017524951,0.0002912686,0.00041454867,0.00028830406,0.00014536845,0.9915162],"genre_scores_gemma":[0.091846526,0.0033194418,0.007015394,0.00011391603,0.00007102395,3.022312e-7,0.0001863092,0.000074200914,0.8973729],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688476,0.0011382357,0.00019321051,0.00033397938,0.0010444787,0.00040535827],"domain_scores_gemma":[0.997849,0.00088100514,0.0003232009,0.00055197446,0.00026551247,0.0001293075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035956295,0.00016478312,0.00032385977,0.00067465956,0.0009085625,0.000040441384,0.0011197784,0.0003179892,0.002256489],"category_scores_gemma":[0.0007229095,0.0001587583,0.00013842921,0.00039705928,0.0016233138,0.00012067574,0.0000918876,0.001508193,0.00014069014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015989865,0.000026403419,0.0011775773,0.00012739928,0.000041875817,0.000018892373,0.00055406056,0.0000028698048,0.000008687519,0.00080643414,0.9507307,0.046489157],"study_design_scores_gemma":[0.00014472373,0.00009860793,0.0010216158,0.00022511877,0.000022376691,0.00000694626,0.0031666397,0.0008907326,0.000048184444,0.0006261196,0.99358255,0.00016640993],"about_ca_topic_score_codex":0.09956719,"about_ca_topic_score_gemma":0.0034654706,"teacher_disagreement_score":0.09610172,"about_ca_system_score_codex":0.000039401504,"about_ca_system_score_gemma":0.00036732742,"threshold_uncertainty_score":0.99865556},"labels":[],"label_agreement":null},{"id":"W7073912748","doi":"","title":"Customer firms’ resistance and innovation of entrepreneurial supplier firms in the blockchain industry: the mediating role of knowledge assimilation","year":2024,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Assimilation (phonology); Blockchain; Resistance (ecology); Supplier relationship management; Production (economics); Supply chain; Banking industry","score_opus":0.019008598188015133,"score_gpt":0.2646556896468668,"score_spread":0.24564709145885166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073912748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736424,0.00016616566,0.0000123306845,0.003947949,0.000063133564,0.0002712543,0.000100450976,0.000028938724,0.021767398],"genre_scores_gemma":[0.99849516,0.00008474038,0.000053691514,0.000026640808,0.000052808362,3.7989193e-7,0.00005602593,0.0000025500487,0.0012279749],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862635,0.00032767045,0.0001868848,0.00019833056,0.00045182527,0.00020894311],"domain_scores_gemma":[0.9989844,0.0006131084,0.00006925651,0.00016733994,0.00013415572,0.00003171705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017243098,0.000076821765,0.0001091724,0.0005430235,0.00017357638,0.000030675434,0.00027584913,0.00011096466,0.00025023753],"category_scores_gemma":[0.00015561181,0.00005279013,0.00002790127,0.0018457946,0.000317585,0.00015498689,0.00005003083,0.00053799176,0.000005036582],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041046593,0.0001837442,0.7231185,0.0004788669,0.000117317,0.0001923271,0.024407543,0.00057418185,0.0013516617,0.036906168,0.116797045,0.09546221],"study_design_scores_gemma":[0.0014449947,0.0004534303,0.41426432,0.0007282556,0.000075344265,0.000015477332,0.05145201,0.043371737,0.020661091,0.010758198,0.4561751,0.0006000515],"about_ca_topic_score_codex":0.0027253176,"about_ca_topic_score_gemma":0.0001976347,"teacher_disagreement_score":0.33937806,"about_ca_system_score_codex":0.000012450785,"about_ca_system_score_gemma":0.00014834078,"threshold_uncertainty_score":0.41198832},"labels":[],"label_agreement":null},{"id":"W7073915778","doi":"","title":"Symmetry applied to nuclear microanatomy: a review of gene function and cell differentiation","year":2011,"lang":"en","type":"article","venue":"Digitum: Institutional Repository of the University of Murcia (University of Murcia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Sister chromatids; Kinetochore; Chromatid; Cohesin; Centromere; Chromosome segregation; Chromatin; Spindle apparatus; Spindle pole body","score_opus":0.00998530956306093,"score_gpt":0.14502733161977702,"score_spread":0.1350420220567161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073915778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95735735,0.0006105779,0.0014531784,0.00013180806,0.0001593249,0.00023595299,0.00008062881,0.000027688986,0.03994352],"genre_scores_gemma":[0.9966814,0.0003645225,0.0025684638,0.0001151804,0.000007846809,8.194655e-9,0.000018991466,0.000002092801,0.0002415098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918866,0.000052976346,0.00015646868,0.00019824767,0.00030098466,0.00010268671],"domain_scores_gemma":[0.9991472,0.000028880315,0.00035742152,0.00023168887,0.00016076601,0.00007409249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015227699,0.00010141424,0.0002724417,0.00017099883,0.0003324939,0.0000029755881,0.0004165743,0.00007312355,0.00015883299],"category_scores_gemma":[0.000013094062,0.00010868498,0.00014418186,0.00024369638,0.0006018147,0.0002252187,0.00008467617,0.0000881821,0.0000062964964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068593896,0.0023706285,0.63360715,0.01950406,0.0014948292,0.00010131201,0.021628732,0.0007258321,0.12425459,0.024501028,0.056174584,0.10877787],"study_design_scores_gemma":[0.0011741322,0.0003227425,0.9429271,0.0020645293,0.0004658139,0.000021048369,0.003570566,0.0008208222,0.028204469,0.00067452824,0.0193859,0.00036831727],"about_ca_topic_score_codex":0.0033592,"about_ca_topic_score_gemma":0.000024949934,"teacher_disagreement_score":0.30931997,"about_ca_system_score_codex":0.000023334142,"about_ca_system_score_gemma":0.000103652405,"threshold_uncertainty_score":0.5078128},"labels":[],"label_agreement":null},{"id":"W7073924325","doi":"","title":"Coronary Lithotripsy as Elective or Bail-Out Strategy After Rotational Atherectomy in the Rota-Shock Registry","year":2023,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Coronary artery disease; Lithotripsy; Complication; Coronary angiography; Coronary heart disease","score_opus":0.028361237633894438,"score_gpt":0.2681637424069127,"score_spread":0.23980250477301826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073924325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8962247,0.00014575874,0.00008155558,0.0019806307,0.00014738773,0.00034234335,0.000045218327,0.00027554887,0.10075687],"genre_scores_gemma":[0.97815794,0.000059829694,0.0003620688,0.0040216767,0.000068093366,0.000017806411,0.00010439695,0.0000039907586,0.0172042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888307,0.0001441331,0.00016829801,0.00024746498,0.00028710222,0.00026990453],"domain_scores_gemma":[0.9993954,0.00030355554,0.00004043134,0.00018098936,0.000032581782,0.00004707753],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004153727,0.000122037345,0.00010695033,0.00011090622,0.00009870899,0.000076977405,0.00026431849,0.00006497768,0.00897659],"category_scores_gemma":[0.000057170146,0.00007032086,0.000046778132,0.00046795097,0.00007594175,0.00020769452,0.000009929058,0.00021190125,0.0015181116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009436178,0.000069158574,0.5319129,0.000028106508,0.00004327747,0.00073106686,0.0030490905,0.00043618766,0.000038205424,0.00037566922,0.26524088,0.19713183],"study_design_scores_gemma":[0.00048585262,0.00045812968,0.8830545,0.000042317308,0.000010975906,0.0001407204,0.0043046577,0.02017929,0.00048710653,0.010722474,0.07976717,0.00034680805],"about_ca_topic_score_codex":0.004015541,"about_ca_topic_score_gemma":0.00091296714,"teacher_disagreement_score":0.35114157,"about_ca_system_score_codex":0.0000082964325,"about_ca_system_score_gemma":0.00013784647,"threshold_uncertainty_score":0.9992593},"labels":[],"label_agreement":null},{"id":"W7073927398","doi":"","title":"ABO Genotype, ‘Blood-Type ’ Diet and Cardiometabolic Risk Factors","year":2014,"lang":"en","type":"article","venue":"TSpace","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"ABO blood group system; Waist; Body mass index; Genotyping; Blood pressure; Blood lipids; Anthropometry; Dyslipidemia","score_opus":0.01270701546735552,"score_gpt":0.23789296299265503,"score_spread":0.2251859475252995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073927398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795215,0.0008878289,0.0002022261,0.00015985574,0.0002424279,0.00005306435,0.000009076062,0.00015308631,0.018770928],"genre_scores_gemma":[0.9968851,0.00061965187,0.0009262146,0.0003862124,0.00008717104,1.6005778e-7,0.000020137568,0.0000036406843,0.0010717016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934846,0.00007745271,0.000073173745,0.00018282114,0.00012686421,0.00019123468],"domain_scores_gemma":[0.9995687,0.000084075284,0.00004438642,0.00017805831,0.00002426992,0.00010051821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002381879,0.000101804755,0.0001481627,0.00007964787,0.00013559383,0.000040822775,0.000104627616,0.00004653823,0.0004489659],"category_scores_gemma":[0.00009311108,0.000078120815,0.000030881314,0.0001777121,0.00007119945,0.00007824289,0.000011652469,0.000115377996,0.00012743227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027981248,0.0000070300393,0.9266119,0.000010669195,0.000038684946,0.0000017924388,0.0010695315,0.000076725446,0.00010026198,0.000055302557,0.012142867,0.059857264],"study_design_scores_gemma":[0.00022169903,0.00031329304,0.5493204,0.000007787514,0.00008246594,0.0000066798684,0.0004688418,0.0070276028,0.0026959507,0.0006490093,0.43893835,0.0002679171],"about_ca_topic_score_codex":0.019743394,"about_ca_topic_score_gemma":0.000042201274,"teacher_disagreement_score":0.42679548,"about_ca_system_score_codex":9.808911e-7,"about_ca_system_score_gemma":0.000010692711,"threshold_uncertainty_score":0.9867842},"labels":[],"label_agreement":null},{"id":"W7073931165","doi":"","title":"CVMA — Decoding Success “An Inside Look at Canada's Top-Performing Practices”","year":2001,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","score_opus":0.02109477129677146,"score_gpt":0.2227161101988507,"score_spread":0.20162133890207926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073931165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759056,0.00021698738,0.0000464472,0.001424887,0.0009904312,0.00015726328,0.000015872976,0.00012419898,0.021118289],"genre_scores_gemma":[0.99414873,0.00014462894,0.0004665603,0.0037498605,0.00034915964,0.0000035368455,0.00008731284,0.0000054593042,0.001044779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978796,0.0000653739,0.0001969099,0.00029339295,0.00032985784,0.0012348482],"domain_scores_gemma":[0.9989624,0.000093971925,0.00017591512,0.00020878804,0.000024447598,0.00053446315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043075532,0.00014457021,0.00013594065,0.00006520833,0.0003240523,0.000107475345,0.00029053126,0.000053911972,0.0015148881],"category_scores_gemma":[0.00019497443,0.0001285416,0.00003391385,0.00016356475,0.000047369016,0.00077153614,0.000021019168,0.00018307437,0.000027084334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029153616,0.0000071445506,0.8256002,0.000005601426,0.0000070157116,0.0000701645,0.00009325217,0.00012663892,0.000008327864,0.0000061873975,0.008911986,0.1651343],"study_design_scores_gemma":[0.00020334208,0.00002432943,0.6676483,0.0000106342195,0.000015965048,0.00015464419,0.00026591358,0.018429236,0.003658827,0.00005290184,0.30928022,0.00025566024],"about_ca_topic_score_codex":0.7664004,"about_ca_topic_score_gemma":0.6475287,"teacher_disagreement_score":0.30036822,"about_ca_system_score_codex":0.00012883038,"about_ca_system_score_gemma":0.00031820624,"threshold_uncertainty_score":0.9993979},"labels":[],"label_agreement":null},{"id":"W7073933787","doi":"","title":"Reconstruction and identification of pairs of collimated $\\\\tau$-leptons decaying hadronically using $\\\\sqrt{s}=13$ TeV $pp$ collision data with the ATLAS detector","year":2024,"lang":"en","type":"other","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; H2020 European Research Council; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Natural Sciences and Engineering Research Council of Canada; Agencia Nacional de Promoción Científica y Tecnológica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministerstvo Školství, Mládeže a Tělovýchovy; National Science and Technology Council; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; European Regional Development Fund; Centre National de la Recherche Scientifique; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Israel Science Foundation; Japan Society for the Promotion of Science; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; Grantová Agentura České Republiky; Austrian Science Fund; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; UK Research and Innovation; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; Centres de Recerca de Catalunya; CERN","keywords":"Collision; Large Hadron Collider; Atlas (anatomy); Luminosity; Detector; Collimated light; Identification (biology); Reconstruction algorithm; Hadron","score_opus":0.03321947347625781,"score_gpt":0.2625658833557908,"score_spread":0.22934640987953298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073933787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655575,0.0042545353,0.00051940227,0.0019272214,0.00089584227,0.004170984,0.00085193897,0.001350312,0.020472229],"genre_scores_gemma":[0.985831,0.0010912946,0.00034079113,0.000035531084,0.00008270235,2.7655616e-7,0.0010875574,0.00039865024,0.011132161],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981641,0.00031808994,0.0003673334,0.00047602126,0.00046652183,0.00020791996],"domain_scores_gemma":[0.9986017,0.00006591644,0.00037549774,0.00064426626,0.00024123685,0.00007143456],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012215761,0.00017003632,0.00021447153,0.00027262003,0.0003098342,0.00029697962,0.0007518872,0.00009448165,0.0022887879],"category_scores_gemma":[0.00014797409,0.00012465536,0.000031900454,0.000636337,0.00041368013,0.0002832219,0.0002713322,0.00021739352,0.00015076369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065238297,0.00020237554,0.006092509,0.0051009594,0.0011831922,0.000031567502,0.0026936978,0.0009405775,0.0052062785,0.0026921448,0.93381774,0.04138658],"study_design_scores_gemma":[0.0038136977,0.0023345698,0.0054611294,0.008368946,0.0014701259,0.00048633502,0.008284683,0.023395164,0.048474632,0.0042991783,0.89107835,0.0025331632],"about_ca_topic_score_codex":0.0015053077,"about_ca_topic_score_gemma":0.000045972898,"teacher_disagreement_score":0.043268353,"about_ca_system_score_codex":0.000032374315,"about_ca_system_score_gemma":0.000045679917,"threshold_uncertainty_score":0.99862325},"labels":[],"label_agreement":null},{"id":"W7073934068","doi":"","title":"Implement and Analysis on Current Ecosystem Classification in Western Utah of the United States &amp; Yukon Territory of Canada","year":2020,"lang":"en","type":"other","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecoregion; Ecosystem; Vegetation (pathology); Land use; Abiotic component; Ecosystem services; Terrestrial ecosystem","score_opus":0.07061138292415783,"score_gpt":0.30769467564014324,"score_spread":0.2370832927159854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073934068","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19010468,0.014197495,0.000068918824,0.05306444,0.001728251,0.01078798,0.050328147,0.0007594766,0.6789606],"genre_scores_gemma":[0.570306,0.027200896,0.0017282257,0.005601599,0.0006024296,0.00013002074,0.10767575,0.0005589304,0.28619614],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664336,0.00091301266,0.00057655055,0.00056424364,0.00088370097,0.00041912642],"domain_scores_gemma":[0.9983364,0.0002842777,0.00038930983,0.0007430431,0.000022188486,0.00022481104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043703313,0.00026239944,0.00057392794,0.0064656786,0.00008886719,0.00025080578,0.0018290395,0.00012488342,0.0029037807],"category_scores_gemma":[0.00002535303,0.00018590392,0.000092575145,0.009122756,0.00018183156,0.00079849706,0.0005006272,0.00055666675,0.000013130939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051765357,0.000025867965,0.28887543,0.00023859268,0.000068824214,0.0000040403784,0.000054294316,0.000013433388,0.0000016303985,0.000070209055,0.7082027,0.0023931658],"study_design_scores_gemma":[0.0002102376,0.00010481928,0.082970805,0.0004917461,0.00002865776,5.6527716e-7,0.00013256467,0.0014904753,0.0003759868,0.00011699115,0.9138865,0.00019068274],"about_ca_topic_score_codex":0.516909,"about_ca_topic_score_gemma":0.20171887,"teacher_disagreement_score":0.39276448,"about_ca_system_score_codex":0.000013454082,"about_ca_system_score_gemma":0.0010217302,"threshold_uncertainty_score":0.9980077},"labels":[],"label_agreement":null},{"id":"W7073934566","doi":"","title":"NETWORK META-ANALYSIS OF DIAGNOSTIC TEST ACCURACY STUDIES ALLOWING FOR MULTIPLE TESTS AT MULTIPLE THRESHOLDS FOR HEALTHCARE POLICY AND DECISION MAKING","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Ranking (information retrieval); Sensitivity (control systems); Bivariate analysis; Diagnostic test; Diagnostic accuracy; Computerized adaptive testing","score_opus":0.2029651555996045,"score_gpt":0.37964296033354383,"score_spread":0.17667780473393932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073934566","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094086275,0.06629376,0.0010127014,0.0035966544,0.0004203199,0.005028754,0.8287607,0.000557365,0.00024347023],"genre_scores_gemma":[0.9750654,0.00005990167,0.011737295,0.0022580388,0.00024092429,0.000082451086,0.0105221635,0.000008891659,0.000024939887],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873155,0.00003054469,0.0003366798,0.00036083115,0.00018054101,0.0003598491],"domain_scores_gemma":[0.9524524,0.046671193,0.00022224168,0.00025247788,0.0003226881,0.00007895587],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025936338,0.0001807103,0.0006034041,0.00019717947,0.00045661692,0.000044019762,0.00020870964,0.00007548701,0.0034260403],"category_scores_gemma":[0.059722807,0.00013701027,0.00035567148,0.00047488653,0.00003903958,0.00018652352,0.00007310044,0.00005493129,0.000022691767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014807157,0.00003110499,0.21564181,0.000543054,0.008217951,0.0000035478183,0.00066674594,0.0018691705,0.000011548155,0.0000062474546,0.64279485,0.13006589],"study_design_scores_gemma":[0.0011924271,0.0014077777,0.16222346,0.002004321,0.019560887,0.000011929856,0.0004928771,0.6068246,0.0010102978,0.004140196,0.2000713,0.0010599284],"about_ca_topic_score_codex":0.00047662732,"about_ca_topic_score_gemma":0.0026650247,"teacher_disagreement_score":0.8809791,"about_ca_system_score_codex":0.00001496225,"about_ca_system_score_gemma":0.000040324165,"threshold_uncertainty_score":0.997485},"labels":[],"label_agreement":null},{"id":"W7073937253","doi":"","title":"Technology and Society: A Canadian Perspective, Second Edition","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Information technology","score_opus":0.012223010196947104,"score_gpt":0.19924089031924233,"score_spread":0.18701788012229523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073937253","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17888871,0.000006419032,0.0000973158,0.003333358,0.00024930175,0.0002879651,0.0002129388,0.000940832,0.8159832],"genre_scores_gemma":[0.97449577,0.023257226,0.00080652494,0.0009923311,0.000078116485,4.279886e-7,0.00009276035,0.0000068400254,0.00027000613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991967,0.00003037521,0.000058475693,0.00029317703,0.000094922565,0.00032631823],"domain_scores_gemma":[0.9996243,0.00003439579,0.000031726802,0.00013822623,0.00006485793,0.00010649685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113753675,0.00011188888,0.00010759953,0.01046517,0.00031623378,0.00003637352,0.00017970447,0.0001210152,0.00035384667],"category_scores_gemma":[0.0000218606,0.00011879196,0.000050247312,0.008179783,0.00016510878,0.0003008753,0.000027349217,0.00018185904,0.00011787388],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001079804,0.00006662579,0.0969962,0.00015692791,0.00035203595,0.0012980859,0.028825134,0.0000450247,0.00004312531,0.017065058,0.36257768,0.49246612],"study_design_scores_gemma":[0.00020478186,0.000068524205,0.0022093127,0.000012829238,0.000013332536,0.000018822502,0.0069782985,0.003939622,0.00017420576,0.00007401937,0.9861508,0.00015542576],"about_ca_topic_score_codex":0.83070385,"about_ca_topic_score_gemma":0.34805855,"teacher_disagreement_score":0.81571317,"about_ca_system_score_codex":0.000057844674,"about_ca_system_score_gemma":0.00032823792,"threshold_uncertainty_score":0.9337963},"labels":[],"label_agreement":null},{"id":"W7073944324","doi":"","title":"Familial Similarity in Aerobic Power","year":2020,"lang":"en","type":"article","venue":"Human Biology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heredity; Spouse; Similarity (geometry); Variation (astronomy); Correlation; Regression analysis; Analysis of variance","score_opus":0.036001257658215734,"score_gpt":0.25013035695236496,"score_spread":0.21412909929414922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073944324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97525066,0.000119140044,0.00007869402,0.0023742986,0.00012569875,0.00006180679,0.000013390448,0.000114217604,0.02186212],"genre_scores_gemma":[0.9870746,0.000010209286,0.00022607068,0.012539423,0.000050224164,2.6418357e-7,0.000057211117,0.0000011684001,0.000040814335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947536,0.00006009837,0.00010530031,0.00017031585,0.000031302112,0.00015763703],"domain_scores_gemma":[0.99982846,0.00002312924,0.000021117397,0.00006904652,0.000007199018,0.000051042894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000909849,0.00006121839,0.00010129223,0.000039353505,0.000049329617,0.000007410078,0.00014140281,0.000064516484,0.0029652915],"category_scores_gemma":[0.00002330349,0.00005131151,0.000024515199,0.00007956749,0.00009130415,0.000041168485,0.000010979886,0.00013397606,0.00024390254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027944328,0.000012308506,0.94517994,0.0000057100087,0.0000043874984,0.000017207381,0.000494441,0.000013932991,0.0025440638,0.00072331185,0.04075294,0.010223809],"study_design_scores_gemma":[0.00071795407,0.0008904762,0.6468246,0.00001125367,0.0000049589285,0.0000075173593,0.0002757807,0.0051452634,0.0031365962,0.009947985,0.33263806,0.00039956914],"about_ca_topic_score_codex":0.0018734845,"about_ca_topic_score_gemma":0.00010083659,"teacher_disagreement_score":0.29835534,"about_ca_system_score_codex":0.0000018159059,"about_ca_system_score_gemma":0.000010278847,"threshold_uncertainty_score":0.99794614},"labels":[],"label_agreement":null},{"id":"W7073947344","doi":"","title":"Homelessness &amp; Health in Canada","year":2014,"lang":"en","type":"book","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blueprint; Public health; Mental health; Psychological intervention; Refugee; Public policy; Mental illness","score_opus":0.05907912277634117,"score_gpt":0.3320359808213282,"score_spread":0.27295685804498704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073947344","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015522928,0.00032239791,0.00012670526,0.0007326707,0.0010613219,0.0009394207,0.000040125455,0.0000612038,0.99516386],"genre_scores_gemma":[0.067339875,0.0007096021,0.0009869089,0.011112278,0.00025318205,0.000024084726,0.008112828,0.000061664476,0.9113996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974987,0.0002193708,0.00079534814,0.00058057293,0.00051327964,0.00039276024],"domain_scores_gemma":[0.9979773,0.000279308,0.0008541668,0.000586279,0.00012413973,0.00017881469],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086750236,0.0003508237,0.0009558136,0.00037819552,0.00018374882,0.0005650892,0.0029632484,0.000074902,0.018342542],"category_scores_gemma":[0.000049343096,0.0003500918,0.000073501775,0.00017304276,0.00013800527,0.0012628316,0.00024671893,0.0003983613,0.00052535115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003787333,0.000011138666,0.02927746,0.00019801142,0.000033087068,0.0000042709753,0.000056579593,0.000081622995,3.8492766e-7,0.00086887507,0.17116605,0.7982646],"study_design_scores_gemma":[0.00023389849,0.00001835989,0.031051692,0.00037262536,0.000008494151,0.000002322161,0.000017328006,0.00031806985,0.000024540886,0.0032226953,0.9643384,0.00039155813],"about_ca_topic_score_codex":0.98053813,"about_ca_topic_score_gemma":0.9815362,"teacher_disagreement_score":0.7978731,"about_ca_system_score_codex":0.00039473112,"about_ca_system_score_gemma":0.0100694,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W7073951248","doi":"","title":"Recomendaciones en la primera consulta en personas adultas con obesidad","year":2022,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Body mass index; Obesity; Weight loss; Physical activity; Aerobic exercise; Weight management; Anaerobic exercise","score_opus":0.007232536283368622,"score_gpt":0.2174439630430868,"score_spread":0.21021142675971818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073951248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8955231,0.0006316418,0.00021740588,0.007232812,0.00051727786,0.00033115616,0.00047592897,0.00055071805,0.09451998],"genre_scores_gemma":[0.99243104,0.00026377235,0.0018070447,0.002195605,0.00008262462,0.000003420766,0.00028184216,0.000011350673,0.002923266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769557,0.0010867023,0.00015026185,0.0003622406,0.00033236883,0.0003728902],"domain_scores_gemma":[0.9984373,0.0010309893,0.000106135994,0.00022946263,0.000036327656,0.00015977777],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095977704,0.00019024983,0.00023158395,0.00029761493,0.000542602,0.00008668194,0.00048110788,0.00012219105,0.007699436],"category_scores_gemma":[0.000104777806,0.00020715152,0.00010958847,0.0003993432,0.00020315748,0.00027857523,0.00008195675,0.0005247177,0.0001790052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006076335,0.00023302919,0.17497507,0.000085851425,0.00024241881,0.0010813234,0.03139251,0.0010118454,0.000979894,0.008270334,0.41895398,0.3621661],"study_design_scores_gemma":[0.0008745939,0.00020158352,0.039177164,0.000018358436,0.000041742966,0.0001830883,0.010021691,0.007635271,0.00053151924,0.0009665774,0.93996674,0.00038166673],"about_ca_topic_score_codex":0.006488738,"about_ca_topic_score_gemma":0.000048111044,"teacher_disagreement_score":0.5210128,"about_ca_system_score_codex":0.00006309622,"about_ca_system_score_gemma":0.00020020394,"threshold_uncertainty_score":0.99320763},"labels":[],"label_agreement":null},{"id":"W7073959150","doi":"","title":"Canadian medical students voice their concerns","year":2002,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.020144653439564765,"score_gpt":0.21180732474838357,"score_spread":0.1916626713088188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073959150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7393152,0.0032921822,0.000054290867,0.017900834,0.00392644,0.0006114193,0.00022808963,0.0006313156,0.23404025],"genre_scores_gemma":[0.9789756,0.0011245429,0.00006311175,0.01465241,0.0004608887,0.0000021318185,0.00002929675,0.000008981608,0.004683042],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765235,0.0001360249,0.00019659365,0.00029910897,0.0007147716,0.0010011574],"domain_scores_gemma":[0.99820036,0.00005744325,0.000044470507,0.00024730613,0.000039946626,0.0014104769],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046828724,0.00016134638,0.00014476605,0.00009405358,0.0001560736,0.00011847035,0.0009177638,0.000080541286,0.019834395],"category_scores_gemma":[0.00021932914,0.00012677014,0.00004924889,0.00026953113,0.000103607694,0.00016482853,0.000025661295,0.00030120654,0.0021787144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040233394,0.000018871133,0.45332775,0.000004521514,0.00001855357,0.000117835705,0.0012254339,0.0000055306605,9.3051955e-7,0.000010698797,0.3092616,0.23600428],"study_design_scores_gemma":[0.00018307142,0.00002231279,0.23149814,0.000015351377,0.0000055562527,0.000027551356,0.00007009069,0.0023751552,0.00012139443,0.00001878086,0.76550585,0.00015678407],"about_ca_topic_score_codex":0.11363119,"about_ca_topic_score_gemma":0.018246725,"teacher_disagreement_score":0.45624423,"about_ca_system_score_codex":0.00003066569,"about_ca_system_score_gemma":0.00011985229,"threshold_uncertainty_score":0.9996677},"labels":[],"label_agreement":null},{"id":"W7073962160","doi":"","title":"Prevalence of Giardia and Cryptosporidium and characterization of Cryptosporidium spp. isolated from wildlife, human, and agricultural sources in the North Saskatchewan River Basin in Alberta, Canada","year":2002,"lang":"en","type":"article","venue":"Murdoch Research Repository (Murdoch University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cryptosporidium; Giardia; Feces; Sewage; Cryptosporidium parvum; Fecal coliform; Water quality","score_opus":0.012264868365547112,"score_gpt":0.18857256007093398,"score_spread":0.17630769170538688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073962160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782044,0.00024693206,0.0000038577873,0.00042100626,0.00004311292,0.0002548006,0.000056333218,0.000009966399,0.0011435518],"genre_scores_gemma":[0.9980484,0.00043551836,0.000049202892,0.000058173897,0.00002957449,3.9562818e-7,0.00003727254,0.0000032506225,0.001338195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821264,0.00042998092,0.0002534219,0.00035893754,0.0004467717,0.0002982338],"domain_scores_gemma":[0.9991254,0.00030967387,0.000132924,0.00019978899,0.00012466482,0.0001075561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030936254,0.00014763228,0.00023729476,0.00029630802,0.00023542385,0.000043652224,0.00029526942,0.00008245953,0.000054358476],"category_scores_gemma":[0.00003200017,0.00011889405,0.000024158473,0.00061792723,0.0005112097,0.0003980151,0.000059887087,0.00033523559,6.9149735e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005589946,0.000030017467,0.9925552,0.00009231696,0.000014158634,0.000078237084,0.0034125962,0.0000070161345,0.002569693,0.000016678936,0.00052511017,0.0006430951],"study_design_scores_gemma":[0.00035624523,0.00013142067,0.9912467,0.00010642814,0.000014722206,0.000012730616,0.00262935,0.0013258546,0.0021865491,0.000021717271,0.0018299248,0.0001383589],"about_ca_topic_score_codex":0.8499114,"about_ca_topic_score_gemma":0.22873224,"teacher_disagreement_score":0.6211791,"about_ca_system_score_codex":0.000033026692,"about_ca_system_score_gemma":0.000104846506,"threshold_uncertainty_score":0.7853414},"labels":[],"label_agreement":null},{"id":"W7073962454","doi":"","title":"CVMA — Decoding Success “An Inside Look at Canada's Top-Performing Practices” — A reply","year":2001,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Decoding methods","score_opus":0.02097477855401203,"score_gpt":0.22376375192495032,"score_spread":0.2027889733709383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073962454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97705203,0.00022647901,0.000042133015,0.0023614052,0.0009282703,0.00018575706,0.0000132849245,0.00014611152,0.01904454],"genre_scores_gemma":[0.9894729,0.00014285916,0.00057669857,0.008164192,0.0003542691,0.0000047560798,0.00008372076,0.0000062588456,0.0011942934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770254,0.0000765047,0.0002326678,0.0003508939,0.00035568886,0.0012817106],"domain_scores_gemma":[0.9988188,0.000107076805,0.00021718252,0.00026862594,0.00002921301,0.00055911066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005440021,0.000155797,0.00015138768,0.000071548166,0.00034191774,0.0001196756,0.00030539487,0.00004871108,0.0012604514],"category_scores_gemma":[0.0003070698,0.00013908176,0.00003895619,0.00018825721,0.00005082443,0.00080862176,0.00002355292,0.00020009649,0.000023807139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044145632,0.000008353836,0.835991,0.0000067965034,0.000008592194,0.00010229847,0.00012642906,0.0001015369,0.000008967092,0.0000052843343,0.014404674,0.14919189],"study_design_scores_gemma":[0.00021904257,0.00003035201,0.56411475,0.000013379437,0.000017595497,0.00021858586,0.00028691324,0.016609615,0.0032018912,0.00005328429,0.4149697,0.00026487527],"about_ca_topic_score_codex":0.81130093,"about_ca_topic_score_gemma":0.5924707,"teacher_disagreement_score":0.40056506,"about_ca_system_score_codex":0.000142798,"about_ca_system_score_gemma":0.00037313474,"threshold_uncertainty_score":0.9996525},"labels":[],"label_agreement":null},{"id":"W7073967612","doi":"","title":"High Prevalence of Elevated Molybdenum Levels in Pediatric CKD Patients. A Cross-Sectional and Longitudinal Study","year":2017,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renal function; Kidney disease; Trace element; Molybdenum; Longitudinal study; Epidemiology; Confidence interval; Reference values","score_opus":0.10330519153618191,"score_gpt":0.3176599248218125,"score_spread":0.2143547332856306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073967612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991917,0.000044955897,0.000026827884,0.000022293616,0.00021539214,0.00027707414,0.00011761144,0.000053583004,0.000050560247],"genre_scores_gemma":[0.9991811,0.000056728903,0.00002595912,0.000040938143,0.000038985778,2.4920226e-7,0.000014666848,0.0000059729473,0.00063539296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984057,0.0001549393,0.00026904725,0.0004931657,0.00038567744,0.0002914682],"domain_scores_gemma":[0.99889547,0.00007654881,0.00031488723,0.00043675123,0.00015007336,0.00012627344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047939326,0.00019403234,0.00023255893,0.0004284493,0.0003802918,0.00026291911,0.0007529515,0.00011231984,0.000109943314],"category_scores_gemma":[0.00009432706,0.00020196609,0.00005030611,0.00019313318,0.00020855929,0.0018751053,0.0001526642,0.00033728988,0.00003246635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088361754,0.000106234234,0.9990894,0.00006557783,0.000012482465,0.000054708486,0.00010181205,0.000015144065,0.000006243172,0.0000023788723,4.311513e-7,0.00045719938],"study_design_scores_gemma":[0.0013187457,0.00030493323,0.9976668,0.000038168673,0.000031832173,0.000005700505,0.000035212644,0.00000264279,0.00026644656,0.00010690216,0.000011433337,0.00021122514],"about_ca_topic_score_codex":0.00051944965,"about_ca_topic_score_gemma":0.0010386755,"teacher_disagreement_score":0.0016121862,"about_ca_system_score_codex":0.000023863515,"about_ca_system_score_gemma":0.00005389791,"threshold_uncertainty_score":0.82359385},"labels":[],"label_agreement":null},{"id":"W7073970172","doi":"","title":"Mitigating Risks and Building Resilience to HIV/AIDS: Perspectives of HIV-Negative, Middle-Aged and Older Men Who Have Sex with Men","year":2021,"lang":"en","type":"article","venue":"Digital Scholarship - UNLV (University of Nevada Reno)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Extant taxon; Resilience (materials science); Intervention (counseling); Men who have sex with men; Psychological resilience; Participatory action research","score_opus":0.01915828264524069,"score_gpt":0.21656837706323548,"score_spread":0.19741009441799479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073970172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717467,0.00031903473,0.0007785831,0.00044702046,0.0000046111727,0.00013657544,0.00016992114,0.000040147388,0.026357438],"genre_scores_gemma":[0.9877757,0.000059576454,0.00909757,0.00007020633,0.000008225688,7.5497404e-8,0.000024704195,0.0000048519632,0.0029591064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879813,0.00009621358,0.00012499718,0.00043550288,0.00031535982,0.00022977438],"domain_scores_gemma":[0.99915534,0.00021890481,0.00012841725,0.00018530988,0.0001267025,0.00018530282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024893464,0.00015444949,0.0002691185,0.00014819625,0.00027771643,0.00012988951,0.00021608105,0.00006351297,0.000112711314],"category_scores_gemma":[0.00015740511,0.00015666819,0.00003513231,0.00030733357,0.00039849203,0.0014446337,0.000096463315,0.0002221596,0.0000030066337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020883502,0.000050498737,0.92365944,0.00012427494,0.00010889066,0.000102821854,0.024967194,0.00013136303,0.002101059,0.00016882444,0.0018985171,0.04647828],"study_design_scores_gemma":[0.0014208384,0.0005491548,0.59863555,0.0008610546,0.00007790817,0.00006828243,0.3736996,0.006203172,0.015795013,0.00133642,0.0007587825,0.00059422484],"about_ca_topic_score_codex":0.0016775526,"about_ca_topic_score_gemma":0.00009826222,"teacher_disagreement_score":0.3487324,"about_ca_system_score_codex":0.000015771431,"about_ca_system_score_gemma":0.000059507176,"threshold_uncertainty_score":0.63887435},"labels":[],"label_agreement":null},{"id":"W7073979631","doi":"","title":"Glucose monitoring measuring blood glucose using vertical cavity surface emitting lasers (VCSELs)","year":2008,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; British Columbia Innovation Council","keywords":"Laser; Blood glucose monitoring; Type 2 Diabetes Mellitus; Semiconductor laser theory; Optical power; Absorption (acoustics); Diabetes mellitus","score_opus":0.017815491254672456,"score_gpt":0.18175379087877022,"score_spread":0.16393829962409776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073979631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96866345,0.002511993,0.00015097104,0.000017506602,0.00048546708,0.00022068234,0.00027268683,0.00046610308,0.02721113],"genre_scores_gemma":[0.9799021,0.0022117908,0.0049955286,0.000042316697,0.00017656064,4.8948483e-8,0.000055995508,0.00007425383,0.0125414375],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99804324,0.00012551698,0.00018771822,0.0006208403,0.00052582653,0.00049685524],"domain_scores_gemma":[0.99904186,0.000069428876,0.00019038242,0.00036720905,0.00008806751,0.00024307436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026332392,0.00013680446,0.00050145347,0.00011275684,0.00040418352,0.00010496258,0.0005317013,0.00034836447,0.0009404321],"category_scores_gemma":[0.000045688754,0.00042705884,0.00020198805,0.00032079706,0.00053008035,0.00027258674,0.0000816066,0.00041881474,0.000060736103],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002351758,0.00016878148,0.42441717,0.00042593433,0.00030119577,0.0017919204,0.00026346036,0.00025754317,0.00057716836,8.003037e-8,0.076195404,0.4955778],"study_design_scores_gemma":[0.0022995635,0.00019131316,0.9529533,0.0042728144,0.00056224654,0.000747403,0.0026752069,0.011060096,0.00066481583,0.00003297637,0.02263439,0.0019058908],"about_ca_topic_score_codex":0.74865294,"about_ca_topic_score_gemma":0.08251194,"teacher_disagreement_score":0.666141,"about_ca_system_score_codex":0.000037400965,"about_ca_system_score_gemma":0.00015236957,"threshold_uncertainty_score":0.9999728},"labels":[],"label_agreement":null},{"id":"W7073984840","doi":"","title":"Nieznane polonika kanadyjskie – William John Rose i jego archiwalna spuścizna","year":2019,"lang":"pl","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Kingdom; Rose (mathematics); Subject (documents); Synod","score_opus":0.13907651983323951,"score_gpt":0.46768408662555494,"score_spread":0.3286075667923154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073984840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8387766,0.067866,0.00017168571,0.0025551557,0.0063386825,0.0016346178,0.0007726492,0.00024038756,0.08164427],"genre_scores_gemma":[0.94103837,0.042039104,0.00069025165,0.004721639,0.0005422894,0.000007433252,0.0001786351,0.00007223911,0.010710027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928601,0.0008152487,0.0017407358,0.0012808539,0.0018534667,0.0014495977],"domain_scores_gemma":[0.99468523,0.0008314618,0.0017049722,0.0014154762,0.00038595332,0.0009769318],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030486463,0.0009187173,0.0017547009,0.0017478775,0.00070015463,0.00293751,0.0066551957,0.00039379406,0.10096001],"category_scores_gemma":[0.00036239272,0.00082611595,0.00057547534,0.0018510877,0.0006091119,0.004676048,0.00094948686,0.0015262883,0.001655712],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031025647,0.00020139886,0.5824677,0.00019796954,0.00020409892,0.000113687165,0.00028753965,0.00023973348,0.004254683,0.000033374192,0.33351243,0.07817716],"study_design_scores_gemma":[0.0009927923,0.0001228698,0.49950954,0.0012852912,0.00017541976,0.00011939787,0.00019902499,0.0027361102,0.015012448,0.00595211,0.4725211,0.0013739041],"about_ca_topic_score_codex":0.028976964,"about_ca_topic_score_gemma":0.00023660723,"teacher_disagreement_score":0.13900867,"about_ca_system_score_codex":0.00009077858,"about_ca_system_score_gemma":0.00063463446,"threshold_uncertainty_score":0.999419},"labels":[],"label_agreement":null},{"id":"W7073985632","doi":"","title":"The modernisation of the rules of administrative judicial procedure under scrutiny: The rulings of the Belgian Constitutional Court on the 'administrative loop 'in a comparative perspective - Concluding remarks","year":2017,"lang":"en","type":"report","venue":"Data Archiving and Networked Services (DANS)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Council on Foreign Relations","funders":"","keywords":"Perspective (graphical); Modernization theory; Constitutional court; Judicial independence; Loop (graph theory); Order (exchange); Judicial review; Constitution; Legislation","score_opus":0.12866089611126894,"score_gpt":0.34708142131008457,"score_spread":0.21842052519881563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073985632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8010729,0.0048609707,0.00059981144,0.015861817,0.001614288,0.00394333,0.0118144965,0.00006117522,0.1601712],"genre_scores_gemma":[0.998146,0.0007990932,0.00006656779,0.00026088272,0.00017549422,0.000007848911,0.0003790261,0.0000066421303,0.00015844758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969865,0.0007345576,0.00060985493,0.0004994677,0.000878538,0.0002910913],"domain_scores_gemma":[0.994497,0.0023990439,0.001659162,0.0011184249,0.00028298332,0.000043408876],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0023112795,0.00033537683,0.000501183,0.000050095783,0.0017521809,0.00012063309,0.0024550415,0.00013086417,0.000015424812],"category_scores_gemma":[0.00026166748,0.00013726582,0.0001341684,0.0001641532,0.0046705357,0.00017609824,0.0003249509,0.0008758689,7.894794e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057020066,0.0008634114,0.45800704,0.0029959218,0.0056019505,0.00003053978,0.272579,0.023013953,0.00058764033,0.12059554,0.083304465,0.0267185],"study_design_scores_gemma":[0.0007385495,0.0004571503,0.5143838,0.009975431,0.00062528567,0.00011743431,0.095895216,0.33316514,0.0012974994,0.03450921,0.008048424,0.0007868761],"about_ca_topic_score_codex":0.011647567,"about_ca_topic_score_gemma":0.008417391,"teacher_disagreement_score":0.3101512,"about_ca_system_score_codex":0.000033753928,"about_ca_system_score_gemma":0.0016612216,"threshold_uncertainty_score":0.9995474},"labels":[],"label_agreement":null},{"id":"W7073987074","doi":"","title":"Création d’un programme provincial de navigation santé pour les patients atteints de cancer à l’aide d’une approche d’amélioration de la qualité Troisième partie – Évaluation du programme et analyse des résultats","year":2016,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary health care; Health care; Medical care; Primary care","score_opus":0.2572896112978324,"score_gpt":0.47761024281218906,"score_spread":0.22032063151435666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073987074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960543,0.004872496,0.030256195,0.0021776336,0.000268495,0.0010402354,0.00016747533,0.00011624357,0.0005582556],"genre_scores_gemma":[0.980233,0.008323312,0.00974257,0.0005423009,0.00040918458,0.00012612878,0.00023272487,0.00003870816,0.00035205396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934289,0.0029890295,0.0011040836,0.0005865052,0.00095985585,0.0009316235],"domain_scores_gemma":[0.9962203,0.0008188325,0.0014404234,0.00028462193,0.0007938225,0.00044201946],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007733458,0.00044100176,0.00056648476,0.0005405571,0.00064439024,0.0015468478,0.001072709,0.00033512333,0.0022993535],"category_scores_gemma":[0.0018565858,0.00036284048,0.00021753163,0.0011621731,0.0005216202,0.0041428814,0.00013038171,0.0004308181,0.00002045447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000200276,0.00028096917,0.5021192,0.000112951806,0.000080339545,0.000007939865,0.001995843,0.00037048297,0.008697846,0.000019345518,0.0050808256,0.481034],"study_design_scores_gemma":[0.001412081,0.00010083716,0.889899,0.0017130756,0.00031782436,0.000026488548,0.0010257924,0.018051384,0.055655092,0.024205966,0.0069878283,0.0006046145],"about_ca_topic_score_codex":0.08397825,"about_ca_topic_score_gemma":0.0010674443,"teacher_disagreement_score":0.48042938,"about_ca_system_score_codex":0.00046131792,"about_ca_system_score_gemma":0.0012148542,"threshold_uncertainty_score":0.99988234},"labels":[],"label_agreement":null},{"id":"W7073998609","doi":"","title":"Francisella philomiragia adenitis and pulmonary nodules in a child with chronic granulomatous disease","year":2005,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic granulomatous disease; Francisella; Pathogen; Adenitis; Francisella tularensis; Pneumonia; Eschar","score_opus":0.004819019022811763,"score_gpt":0.16285958036016046,"score_spread":0.1580405613373487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073998609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98706985,0.0056105405,0.00004211692,0.0026632987,0.000118166914,0.00032606276,0.00006259962,0.00013646657,0.003970927],"genre_scores_gemma":[0.9979815,0.00058203924,0.0002841642,0.0007282864,0.0002768526,0.000009962909,0.000059844537,0.000005618564,0.000071722054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985587,0.000035969486,0.0001361987,0.00027617777,0.00017744944,0.00081552943],"domain_scores_gemma":[0.9993838,0.000022889846,0.00003544847,0.00013515909,0.000007161487,0.0004155448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011768323,0.00014164388,0.00013240805,0.00009870555,0.000098861,0.000050169416,0.00012794303,0.000037066937,0.0002726868],"category_scores_gemma":[0.000013692878,0.00011360801,0.000028821521,0.00013876562,0.00013266626,0.00027034464,0.000008622116,0.00016928068,0.00002600235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009506565,0.00003270012,0.6086793,0.000025586183,0.000005297262,0.00019902067,0.00008554342,0.00020598005,0.0000010675093,0.000015898746,0.00061978126,0.39003474],"study_design_scores_gemma":[0.00039525758,0.000026901034,0.96959054,0.000044421875,0.000010799807,0.00018611817,0.00002220949,0.016944617,0.000094744006,0.0001557099,0.012344072,0.00018460368],"about_ca_topic_score_codex":0.0010893162,"about_ca_topic_score_gemma":0.0004314837,"teacher_disagreement_score":0.38985014,"about_ca_system_score_codex":0.000024974797,"about_ca_system_score_gemma":0.00003672872,"threshold_uncertainty_score":0.46328002},"labels":[],"label_agreement":null},{"id":"W7074000072","doi":"","title":"Seleção de motivos semelhantes a  Papilomavírus, a partir de bibliotecas de phage display, que apresentem potencial aplicação translacional","year":2017,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tumor cells; Population; Context (archaeology); Germline","score_opus":0.017733870719518794,"score_gpt":0.24785460766253756,"score_spread":0.23012073694301877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074000072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499631,0.0024503623,0.011340108,0.02862745,0.00045740925,0.0006042553,0.0009948838,0.0006087198,0.0049537118],"genre_scores_gemma":[0.97776484,0.0020794994,0.0055258693,0.009543247,0.0006745898,0.000025672314,0.0001590759,0.00006596657,0.0041612578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99534625,0.0005733147,0.00062411965,0.0009877471,0.0006464753,0.0018220785],"domain_scores_gemma":[0.9968181,0.00036649936,0.0005678888,0.0011373708,0.000052665167,0.0010574299],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000603406,0.0006795306,0.0007451464,0.0007742658,0.0017265716,0.00084365794,0.0021441458,0.00033381683,0.0035017168],"category_scores_gemma":[0.00022269646,0.00065268634,0.00043734783,0.0010522235,0.0015364551,0.0027909654,0.00018664867,0.0008978464,0.00029688972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026484564,0.00017534578,0.6951508,0.00008300553,0.00015391957,0.0006061844,0.0014795098,0.00008719407,0.0010386693,0.00010916427,0.23598497,0.064866394],"study_design_scores_gemma":[0.0012884901,0.00093728205,0.7567992,0.00036372384,0.00023429401,0.00033742894,0.0011972476,0.13706352,0.03461106,0.0020195956,0.063663006,0.0014851699],"about_ca_topic_score_codex":0.16242722,"about_ca_topic_score_gemma":0.00034284062,"teacher_disagreement_score":0.17232196,"about_ca_system_score_codex":0.000048518184,"about_ca_system_score_gemma":0.0011527564,"threshold_uncertainty_score":0.9995924},"labels":[],"label_agreement":null},{"id":"W7074003958","doi":"","title":"Outbreak of acupuncture-associated cutaneous Mycobacterium abscessus infections","year":2006,"lang":"en","type":"article","venue":"Murdoch Research Repository (Murdoch University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Mycobacterium abscessus; Mycobacterium Infections; Mycobacterium; Incubation period; Disease","score_opus":0.017019031655245657,"score_gpt":0.23361573045362075,"score_spread":0.2165966987983751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074003958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73767906,0.00014665032,0.00011440085,0.00022438195,0.00044155284,0.00028788735,0.000074476775,0.00029451316,0.26073706],"genre_scores_gemma":[0.97184265,0.00006861775,0.00016253204,0.00004418612,0.00015146784,4.8860016e-7,0.00011367031,0.000009841865,0.027606549],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970998,0.00054134056,0.00031329156,0.00049313914,0.00085043604,0.00070196076],"domain_scores_gemma":[0.99806243,0.00047298093,0.00017288797,0.000472051,0.0006164308,0.00020318803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005056259,0.0002703253,0.00036690105,0.0009919204,0.00082322006,0.000119026496,0.0006289085,0.00021680948,0.00042633893],"category_scores_gemma":[0.00012484238,0.0002203329,0.00020903953,0.0015093883,0.0005950472,0.0004223236,0.00008821877,0.00060688454,0.000092718874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006285147,0.0010307336,0.8125647,0.0002765506,0.00039813103,0.0039332444,0.00064286724,0.0017345826,0.03846521,0.0030169995,0.12500115,0.012307342],"study_design_scores_gemma":[0.0020372074,0.0020336693,0.22431488,0.00035699218,0.00021786847,0.0007627116,0.0020201309,0.009679408,0.07843319,0.0028243498,0.6758917,0.0014278794],"about_ca_topic_score_codex":0.058394864,"about_ca_topic_score_gemma":0.00083456933,"teacher_disagreement_score":0.5882498,"about_ca_system_score_codex":0.000120990095,"about_ca_system_score_gemma":0.00027258237,"threshold_uncertainty_score":0.9478754},"labels":[],"label_agreement":null},{"id":"W7074009824","doi":"","title":"Computational science and its applications - ICCSA 2015: 15th international conference, Banff, AB, Canada, June 22-25, 2015, proceedings, part V","year":2015,"lang":"en","type":"other","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computational model; Field (mathematics); Computational complexity theory","score_opus":0.024816159597212673,"score_gpt":0.26166451539409985,"score_spread":0.23684835579688718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074009824","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032679238,0.0013417444,0.000048354592,0.015883103,0.0018624273,0.0032936903,0.0009027275,0.0014577329,0.9719423],"genre_scores_gemma":[0.36359924,0.0011365099,0.0003048423,0.0019884275,0.0009683344,0.0000037612333,0.0074187885,0.00059096253,0.62398916],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972794,0.00006779824,0.00026648177,0.00060165464,0.0014019923,0.0003826779],"domain_scores_gemma":[0.99751323,0.000024004612,0.0002029815,0.00019928496,0.0017166106,0.00034387043],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011185687,0.00021924378,0.00018214235,0.00044354398,0.00066510995,0.00073264906,0.0011215515,0.00007700252,0.02065558],"category_scores_gemma":[0.00022511961,0.00021389982,0.000019720499,0.00067659776,0.00037519148,0.00045827436,0.00027442933,0.00026256655,0.0010870099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007946391,0.000016885213,0.00011880539,0.00005107006,0.000024637564,0.0000021532305,0.00006399186,0.000014638798,0.0000014965437,0.011285535,0.9877328,0.0006800357],"study_design_scores_gemma":[0.00029203508,0.000046330115,0.00029790233,0.00008293157,0.000012594828,0.00001680924,0.00019389227,0.0008005317,0.000021420767,0.0015075618,0.9964802,0.0002477873],"about_ca_topic_score_codex":0.01656117,"about_ca_topic_score_gemma":0.0013601807,"teacher_disagreement_score":0.3603313,"about_ca_system_score_codex":0.0001534869,"about_ca_system_score_gemma":0.00047319056,"threshold_uncertainty_score":0.9996908},"labels":[],"label_agreement":null},{"id":"W7074020221","doi":"","title":"Implementation of DNA Methylation Array Profiling in Pediatric Central Nervous System Tumors:The AIM BRAIN Project: An Australian and New Zealand Children's Haematology/Oncology Group Study","year":2023,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Central nervous system; DNA methylation; Profiling (computer programming); DNA; Nervous system; Gene expression profiling","score_opus":0.06477432075993968,"score_gpt":0.33478506347486814,"score_spread":0.2700107427149285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074020221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982183,0.000024937914,0.000013551451,0.00062698085,0.000058628666,0.0009648163,0.000024646783,0.00004732111,0.000020820577],"genre_scores_gemma":[0.99886346,0.00003800921,0.0002143129,0.0000043969626,0.00005296652,9.979007e-7,0.00006834128,0.00000381032,0.00075370347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802625,0.00071464124,0.0002457402,0.00032505434,0.00033111684,0.0003571735],"domain_scores_gemma":[0.99935126,0.00013557127,0.00017784463,0.00015797518,0.000059982023,0.00011736327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012486329,0.00010904397,0.0002528088,0.00039955825,0.00028355187,0.000043103653,0.00022900257,0.00009385696,0.000009989291],"category_scores_gemma":[0.000010921407,0.00009389989,0.000030418043,0.0004991318,0.00023665794,0.00032538341,0.00004603299,0.00025687754,0.0000016767794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007019564,0.000030862648,0.99048054,0.00013146189,0.000017791592,0.000068025016,0.0043349094,0.000016445238,0.00091824686,0.000015484862,0.0008895308,0.0030265136],"study_design_scores_gemma":[0.0005881217,0.000867814,0.94670683,0.000038097143,0.000025691626,0.000065877444,0.04780345,0.00052759954,0.0032091383,0.000027293816,0.000048063346,0.000092021495],"about_ca_topic_score_codex":0.09370787,"about_ca_topic_score_gemma":0.0013037499,"teacher_disagreement_score":0.09240412,"about_ca_system_score_codex":0.00002058644,"about_ca_system_score_gemma":0.00012241359,"threshold_uncertainty_score":0.91232723},"labels":[],"label_agreement":null},{"id":"W7074022577","doi":"","title":"Groundwater quality and its implications for domestic and agricultural water supplies in a semi-arid river basin of Niger","year":2023,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Environment Research Council; Economic and Social Research Council; Canadian Institute for Advanced Research","keywords":"Groundwater; Aquifer; Groundwater recharge; Sodium adsorption ratio; Hydrology (agriculture); Irrigation; Alluvium; Water quality; Hydrogeology; Structural basin","score_opus":0.018354787772116733,"score_gpt":0.22648419374454984,"score_spread":0.2081294059724331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074022577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99459684,0.000053370106,0.00012501457,0.0033703858,0.000051076502,0.00028400897,0.0011246076,0.000051816187,0.00034288078],"genre_scores_gemma":[0.9953045,0.00010503166,0.00016512265,0.00018192163,0.000010316996,8.458361e-7,0.00025085078,0.000002439494,0.003978935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926186,0.00005888405,0.00012244577,0.00024365165,0.000087132146,0.0002260211],"domain_scores_gemma":[0.999576,0.00018869623,0.000040666797,0.000098407196,0.00003997821,0.00005627597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021270345,0.00010625333,0.0001947652,0.00020242971,0.00019430848,0.00002650164,0.000120277866,0.00005686718,0.000053720156],"category_scores_gemma":[0.000017407536,0.00008089293,0.000047185033,0.00026986102,0.00014481557,0.0007633302,0.00005335008,0.00006638204,0.000014010185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006576901,0.0001206024,0.9399741,0.00047694377,0.00010413944,0.00004843657,0.005287075,0.00019284824,0.006751721,0.013365529,0.029734682,0.0032861815],"study_design_scores_gemma":[0.00067904126,0.00007180138,0.988968,0.000022690758,0.00002112906,0.000012034501,0.0019349864,0.0018158361,0.0010468885,0.0026103992,0.0026428378,0.00017434132],"about_ca_topic_score_codex":0.002670898,"about_ca_topic_score_gemma":0.0003395991,"teacher_disagreement_score":0.048993863,"about_ca_system_score_codex":0.000012098973,"about_ca_system_score_gemma":0.000019811587,"threshold_uncertainty_score":0.40376168},"labels":[],"label_agreement":null},{"id":"W7074024318","doi":"","title":"The Ethical Conduct of Clinical Research Involving Critically Ill Patients in the United States and Canada: Principles and Recommendations","year":2004,"lang":"en","type":"other","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Critically ill; Clinical research; Research ethics; MEDLINE; Ethical issues; Informed consent","score_opus":0.05087933151505758,"score_gpt":0.2803455979663401,"score_spread":0.22946626645128254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074024318","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24490197,0.0013603641,0.000016166048,0.21850798,0.00077076006,0.0018451911,0.00318546,0.00036142036,0.5290507],"genre_scores_gemma":[0.29142812,0.063779876,0.0050057545,0.05217105,0.00047173043,0.0000051993743,0.015288824,0.0003701357,0.5714793],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973648,0.0008379794,0.0004265963,0.0004276604,0.00051045127,0.00043247655],"domain_scores_gemma":[0.99647576,0.002559588,0.00018343289,0.00035016186,0.00024062603,0.00019042235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100558,0.0002288934,0.00035033518,0.00039619164,0.00039070568,0.00017409038,0.0007072929,0.00034131925,0.0003071698],"category_scores_gemma":[0.0011769331,0.00015472241,0.000055941986,0.0005729563,0.0014467852,0.00034139134,0.00019957326,0.0012690339,0.0000036801193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039972885,0.000041819356,0.1418072,0.000053518506,0.00003623187,0.000026834641,0.0001916343,0.0000027142053,4.6022734e-8,0.004783234,0.84763986,0.0053769206],"study_design_scores_gemma":[0.00035207518,0.0001029522,0.035716847,0.00018947701,0.000013476825,0.0000019426884,0.0026915981,0.00027659014,0.0000059469116,0.0015652722,0.95889133,0.00019249142],"about_ca_topic_score_codex":0.592267,"about_ca_topic_score_gemma":0.244855,"teacher_disagreement_score":0.34741196,"about_ca_system_score_codex":0.000018758648,"about_ca_system_score_gemma":0.0006510327,"threshold_uncertainty_score":0.7689244},"labels":[],"label_agreement":null},{"id":"W7074025672","doi":"","title":"Cancer nutrition and rehabilitation—its time has come!","year":2008,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Rehabilitation; Affect (linguistics); Disease; Quality of life (healthcare); Quality (philosophy); Function (biology); Cancer treatment","score_opus":0.017929000947956478,"score_gpt":0.20056587613704638,"score_spread":0.1826368751890899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074025672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98959863,0.0014069516,0.000020824198,0.005898755,0.00027822627,0.00024929908,0.00006329141,0.00012837311,0.002355657],"genre_scores_gemma":[0.99714273,0.0004903549,0.00068917184,0.00089977874,0.00013473816,0.000011377085,0.000046865036,0.0000019551253,0.0005830429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992198,0.000033993092,0.000089590845,0.00013760489,0.0001164634,0.00040259605],"domain_scores_gemma":[0.9996614,0.00006849816,0.000025453523,0.000059199716,0.000018775034,0.00016667385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012605036,0.000062769,0.00008014225,0.000048771777,0.00017078605,0.000026897063,0.000059664602,0.00003121905,0.00079903885],"category_scores_gemma":[0.000043536522,0.000055774646,0.000023942028,0.00008703056,0.00015017597,0.00021207344,0.000003897914,0.00006395553,0.00005704727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023734276,0.000027777776,0.7632784,0.000026585332,0.000007734301,0.0000064768074,0.0005574521,0.000025518068,0.00002047579,0.000018176539,0.16842909,0.06757855],"study_design_scores_gemma":[0.00023468808,0.000021920256,0.847837,0.000011980186,0.0000046291248,0.000019119778,0.000025273846,0.004536608,0.00039290954,0.00017170176,0.14665703,0.00008718001],"about_ca_topic_score_codex":0.000966919,"about_ca_topic_score_gemma":0.000016488993,"teacher_disagreement_score":0.08455854,"about_ca_system_score_codex":0.000012019034,"about_ca_system_score_gemma":0.00003483056,"threshold_uncertainty_score":0.8748915},"labels":[],"label_agreement":null},{"id":"W7074025865","doi":"","title":"Documentation in the Patient’s Medical Record by Clinical Pharmacists in a Canadian University Teaching Hospital: Correction","year":2019,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.010330190932325407,"score_gpt":0.2298284032936866,"score_spread":0.2194982123613612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074025865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97963655,0.000048102756,0.000012530901,0.002440053,0.002187839,0.0003423783,0.000014143719,0.00003922026,0.015279161],"genre_scores_gemma":[0.99546206,0.0003509882,0.000041403015,0.003495563,0.00004457062,6.4346386e-7,0.000078573146,0.000003271582,0.0005229373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813133,0.0006462443,0.00021751979,0.00024309962,0.00025892648,0.0005028454],"domain_scores_gemma":[0.9994053,0.00013726277,0.000065106935,0.00012056945,0.00001212449,0.00025958937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012757479,0.00008795262,0.00010205071,0.000116407275,0.000069884445,0.000044405573,0.00028101634,0.000055831533,0.00074395747],"category_scores_gemma":[0.00021678807,0.00007163919,0.000032403917,0.0002572958,0.00004382479,0.00030541624,0.000009349916,0.0005011251,0.00012691466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014874183,0.000020548254,0.69014645,0.0000015788584,0.0000018506585,0.00004369088,0.0012212951,0.000005338744,2.9394118e-7,0.0000028814525,0.08235826,0.22618295],"study_design_scores_gemma":[0.00037541037,0.000072374925,0.50793874,0.000018781067,0.00000316283,0.000007465808,0.00048822758,0.004483674,0.000017197988,0.0000105706795,0.48648316,0.00010124901],"about_ca_topic_score_codex":0.3329087,"about_ca_topic_score_gemma":0.035445694,"teacher_disagreement_score":0.4041249,"about_ca_system_score_codex":0.00006282398,"about_ca_system_score_gemma":0.00015444287,"threshold_uncertainty_score":0.9821549},"labels":[],"label_agreement":null},{"id":"W7074030101","doi":"","title":"Correcting airborne gravity data for overburden thickness: a case study from the Nechako interior plateau, British Columbia","year":2019,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Durvalumab","score_opus":0.022059408295818372,"score_gpt":0.25211890049380126,"score_spread":0.23005949219798288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074030101","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66157913,0.017609619,0.006049671,0.0054091653,0.036631476,0.02675349,0.08258606,0.0064457417,0.15693566],"genre_scores_gemma":[0.22538045,0.00019709294,0.0031352763,0.0033508271,0.0017419038,0.000032657215,0.003212123,0.00028349907,0.76266617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977555,0.00023778068,0.00028100095,0.000962427,0.0003386742,0.00042456732],"domain_scores_gemma":[0.99732196,0.00063611096,0.0003565524,0.0015333387,0.00004644195,0.00010558314],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008693028,0.00029930912,0.00053213997,0.00006397539,0.0003579284,0.0008803711,0.0013047096,0.0002752719,0.0047237803],"category_scores_gemma":[0.0003084072,0.00031017358,0.000100801255,0.00017451296,0.00012370945,0.00020408523,0.00023318022,0.0005675552,0.00026535318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020800462,0.000025341045,0.01889218,0.000028088394,0.000093302224,0.00038499114,0.0006284953,0.000002210896,5.145749e-7,1.12160414e-7,0.88479644,0.09512755],"study_design_scores_gemma":[0.0008142858,0.00023689157,0.00242826,0.0006210361,0.00018350262,0.001062504,0.012155273,0.0068885228,0.000002829934,0.00005520057,0.9749468,0.00060489145],"about_ca_topic_score_codex":0.9102588,"about_ca_topic_score_gemma":0.6682217,"teacher_disagreement_score":0.60573053,"about_ca_system_score_codex":0.0000136799035,"about_ca_system_score_gemma":0.00012407807,"threshold_uncertainty_score":0.99993503},"labels":[],"label_agreement":null},{"id":"W7074034033","doi":"","title":"Community-based organizations are critical partners in providing complete cancer care","year":2009,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Psychosocial support; Medical care; Focus group; Focus (optics); Cancer; Patient care","score_opus":0.03581882577288245,"score_gpt":0.2671177132147833,"score_spread":0.23129888744190083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074034033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959105,0.0011949011,0.0019826058,0.026672427,0.0010614966,0.000775695,0.00043498306,0.0006656358,0.008107215],"genre_scores_gemma":[0.99038863,0.000011767163,0.00047106147,0.00884503,0.00006694929,0.0000043948658,0.00019226238,0.000002830176,0.000017067983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877226,0.00015013869,0.00012944354,0.00012349899,0.00013576823,0.0006888716],"domain_scores_gemma":[0.99951947,0.00007539885,0.000028713448,0.0001321338,0.00004763213,0.00019662631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001782613,0.00009191583,0.00011157231,0.00008286072,0.00024156051,0.000060415445,0.00018753356,0.000042195563,0.0002321513],"category_scores_gemma":[0.00015595341,0.00008618598,0.000023705834,0.0003268967,0.000078025885,0.0001447148,0.0000049054433,0.00026887184,0.000009611611],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017069955,0.000031050324,0.9608895,0.00003129951,0.0000025727386,0.00000824636,0.00089045597,0.0015445906,0.00001077503,0.0001229464,0.006333498,0.03011795],"study_design_scores_gemma":[0.000243636,0.00003605698,0.9659198,0.000046846144,0.000010890518,0.0000013833485,0.0011800455,0.009636382,0.0006211402,0.0003644155,0.021775689,0.00016371274],"about_ca_topic_score_codex":0.0039604492,"about_ca_topic_score_gemma":0.0009005105,"teacher_disagreement_score":0.031283595,"about_ca_system_score_codex":0.00004226496,"about_ca_system_score_gemma":0.00010574661,"threshold_uncertainty_score":0.5987041},"labels":[],"label_agreement":null},{"id":"W7074039962","doi":"","title":"Challenges to the Provision of Diabetes Care in First Nations Communities: Results from a National Survey of Healthcare Providers in Canada","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus group; Health care; Isolation (microbiology); Developing country; Survey data collection; Diabetes management; Diabetes mellitus; Quality (philosophy)","score_opus":0.1464019335092627,"score_gpt":0.28027989827302274,"score_spread":0.13387796476376004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074039962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966079,0.00029766245,0.0000020161085,0.0008200021,0.000075899705,0.00028649002,0.0012894301,0.000014762445,0.0006058337],"genre_scores_gemma":[0.999325,0.00012792253,0.00004063864,0.0002419135,0.0000052584774,5.498411e-7,0.00023880259,0.0000039459333,0.000015964517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848014,0.0004813646,0.00028702596,0.00020415822,0.0003450923,0.00020223169],"domain_scores_gemma":[0.9985411,0.00069131877,0.00016336939,0.00027433154,0.00025795147,0.00007191627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005761916,0.000118787786,0.00019779205,0.0004684957,0.000114018694,0.000016771928,0.000638457,0.000060346963,0.000014114065],"category_scores_gemma":[0.00018344325,0.00010740149,0.000025992465,0.00053036603,0.000069394315,0.00046859382,0.000067706744,0.00024966028,0.00000636099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009493339,0.000015876567,0.99013907,0.000052270854,0.000006856348,0.0000038030498,0.0079566585,0.00014462788,6.7245463e-7,0.000004705025,0.0000027094811,0.0015778055],"study_design_scores_gemma":[0.0003725263,0.00010686277,0.9846977,0.00038617422,0.0000036402405,2.3951975e-7,0.013589883,0.0000167846,0.00031121218,0.00003840519,0.00036679555,0.00010977481],"about_ca_topic_score_codex":0.9223952,"about_ca_topic_score_gemma":0.99969625,"teacher_disagreement_score":0.07730104,"about_ca_system_score_codex":0.00012627032,"about_ca_system_score_gemma":0.0006941359,"threshold_uncertainty_score":0.43797055},"labels":[],"label_agreement":null},{"id":"W7074042124","doi":"","title":"Assessing the Impact of Human Activities on British Columbia’s Estuaries","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estuary; Stewardship (theology); Threatened species; Ecosystem; Coastal management; Marine ecosystem; Ecosystem-based management","score_opus":0.018981143997174786,"score_gpt":0.2727561752983124,"score_spread":0.25377503130113765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074042124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8817118,0.00001672337,0.00010639263,0.00007711567,0.00004530396,0.00004001665,0.000005404971,0.00007023066,0.11792704],"genre_scores_gemma":[0.99766165,0.0000058569685,0.00016516785,0.00047135924,0.000037708487,2.6182866e-7,0.000010668357,0.0000017302482,0.0016456152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994858,0.00007291115,0.000093451934,0.00009516307,0.00012632344,0.00012633947],"domain_scores_gemma":[0.99959815,0.00017691992,0.00005240761,0.00013051298,0.000015491452,0.000026508482],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028063913,0.000046965502,0.00009865885,0.000019052039,0.00025246476,0.0005030574,0.00014062952,0.000025075815,0.0022701588],"category_scores_gemma":[0.000036490368,0.000038980856,0.000061628365,0.00006704096,0.00017555781,0.00024760645,0.0000059253557,0.00008274949,0.000010310462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017548565,0.000015576405,0.64077735,0.0000052535947,0.000012802488,8.579789e-7,0.00010394319,0.00006739761,0.00009886953,0.000036288726,0.14632766,0.21255226],"study_design_scores_gemma":[0.00009307672,0.00038008977,0.98374987,0.000041527695,0.000005396989,0.000010953927,0.0006471558,0.008403156,0.0011613468,0.0031639463,0.0022339371,0.00010955072],"about_ca_topic_score_codex":0.51528174,"about_ca_topic_score_gemma":0.009366797,"teacher_disagreement_score":0.5059149,"about_ca_system_score_codex":0.0000028435968,"about_ca_system_score_gemma":0.000021844646,"threshold_uncertainty_score":0.9986419},"labels":[],"label_agreement":null},{"id":"W7074042528","doi":"","title":"Assessment of Three Resistance-Nodulation-Cell Division Drug Efflux Transporters of Burkholderia Cenocepacia in Intrinsic Antibiotic Resistance","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Burkholderia cenocepacia; Efflux; Operon; Bacteria; ATP-binding cassette transporter; Antibiotics; Drug resistance; Membrane transport protein; Mutant","score_opus":0.03721118693576237,"score_gpt":0.26945213726494793,"score_spread":0.23224095032918557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074042528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99594027,0.00018006499,0.00079761376,0.00023428211,0.00011236904,0.00026785643,0.000050742612,0.00007456101,0.002342216],"genre_scores_gemma":[0.99769145,0.00008972446,0.00068173656,0.00017715414,0.000014730056,4.8030394e-8,0.000063678955,0.000007589044,0.0012738666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807173,0.00018335624,0.0004605436,0.00046056774,0.0004773425,0.0003464629],"domain_scores_gemma":[0.9988552,0.000104363215,0.00035852386,0.0004473164,0.0001106577,0.00012395026],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054686423,0.00024394177,0.0004333355,0.0006224622,0.00010807643,0.000046596164,0.00058059214,0.00012389394,0.00008215193],"category_scores_gemma":[0.000013424479,0.0002591823,0.00012424907,0.00075773563,0.00015872091,0.0009486612,0.000020135121,0.00034010093,0.000009100795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008711756,0.000077801524,0.9970962,0.00011455943,0.000009839952,0.000042137133,0.00020620994,0.00013388922,0.0008878016,0.000038573762,0.0000051255165,0.0013007716],"study_design_scores_gemma":[0.00088038284,0.00010588453,0.98960996,0.00053256314,0.000031427946,9.452384e-7,0.00015293594,0.000012591655,0.0076358886,0.00037341568,0.00041102548,0.00025298298],"about_ca_topic_score_codex":0.00010510994,"about_ca_topic_score_gemma":0.0047665536,"teacher_disagreement_score":0.0074862167,"about_ca_system_score_codex":0.000051157233,"about_ca_system_score_gemma":0.000104819585,"threshold_uncertainty_score":0.99998605},"labels":[],"label_agreement":null},{"id":"W7074051433","doi":"","title":"The isotopic composition of soil organic carbon on a north- south transect in Western Canada","year":2002,"lang":"en","type":"article","venue":"Max Planck Institute for Plasma Physics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tundra; Transect; Total organic carbon; Soil carbon; Soil water; Carbon fibers; Soil organic matter; Isotopes of carbon","score_opus":0.01586037376838118,"score_gpt":0.1777268454489633,"score_spread":0.16186647168058213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074051433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968939,0.000025539975,0.00009366528,0.00027204427,0.0004748091,0.00020691767,0.00031108616,0.000029487626,0.001692559],"genre_scores_gemma":[0.9992169,0.000017964438,0.000058490263,0.0003444493,0.000078619414,0.0000032761805,0.00017643401,0.0000038955163,0.0000999429],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992519,0.000022668042,0.00018084663,0.00015290128,0.00018007508,0.00021158162],"domain_scores_gemma":[0.99962,0.00009629048,0.000075770484,0.0001499949,0.00002086076,0.000037045753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060054543,0.000118754295,0.00015267513,0.000029940502,0.00012983523,0.000019656636,0.0001789249,0.000034836485,0.000012795228],"category_scores_gemma":[0.0000065342174,0.000090850335,0.000036369704,0.00014216444,0.00006571073,0.00007743196,0.0000036730519,0.00013240096,0.000005984878],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006596386,0.00027038652,0.779364,0.00038726948,0.00013872635,0.00007567131,0.0039226823,0.06027416,0.00044527804,0.00057941716,0.02188022,0.13200259],"study_design_scores_gemma":[0.0029229822,0.0008559634,0.08462039,0.00027595085,0.00006443926,0.000029821098,0.0002550792,0.8340884,0.028249022,0.00084750593,0.046898756,0.0008916831],"about_ca_topic_score_codex":0.21249612,"about_ca_topic_score_gemma":0.6022456,"teacher_disagreement_score":0.77381426,"about_ca_system_score_codex":0.000019019351,"about_ca_system_score_gemma":0.000069567424,"threshold_uncertainty_score":0.7927479},"labels":[],"label_agreement":null},{"id":"W7074054018","doi":"","title":"The Cost of Bottling It Up: Emotion Suppression as a Mediator in the Relationship Between Anger and Depression Among Men with Prostate Cancer","year":2020,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anger; Depression (economics); Prostate cancer; Mediation; Mental health; Anxiety; Mood","score_opus":0.01935487553361396,"score_gpt":0.25296629020016437,"score_spread":0.23361141466655042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074054018","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09555839,0.22480763,0.08604892,0.036604635,0.00554586,0.019106874,0.0042387024,0.0014905249,0.52659845],"genre_scores_gemma":[0.9980669,0.00036396727,0.00006576767,0.00057755224,0.00030468474,0.000030127227,0.00017481972,0.000030908646,0.00038528204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814284,0.00026766554,0.00029496933,0.00035260106,0.0007005606,0.00024134631],"domain_scores_gemma":[0.998393,0.0009795616,0.00022632926,0.00020147758,0.000018991785,0.00018065705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071533374,0.00021486123,0.00030818742,0.000076660755,0.00017332922,0.00006746948,0.0003019519,0.00026481628,0.00042474765],"category_scores_gemma":[0.00041674823,0.00010379089,0.000033711607,0.00015055673,0.00048422627,0.00011969937,0.00004235947,0.00060947525,0.000003132906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011465174,0.0000066540206,0.65059114,0.00013460196,0.000022088378,0.000010508414,0.0015737246,0.0000017532672,9.4655405e-7,0.000011164594,0.019065473,0.3284673],"study_design_scores_gemma":[0.0028592006,0.00033846215,0.71189064,0.000752855,0.00026540481,0.000018312183,0.002909037,0.14482659,0.00013661898,0.0013869717,0.13383359,0.0007823258],"about_ca_topic_score_codex":0.012432183,"about_ca_topic_score_gemma":0.0006913563,"teacher_disagreement_score":0.9025085,"about_ca_system_score_codex":0.0000037615512,"about_ca_system_score_gemma":0.000005339991,"threshold_uncertainty_score":0.99414414},"labels":[],"label_agreement":null},{"id":"W7074054231","doi":"","title":"Protocol for a systematic review and meta-analysis assessing the effectiveness of deprescribing in falls prevention in older people","year":2021,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Amsterdams Universiteitsfonds; Canadian Institutes of Health Research","keywords":"Older people; Deprescribing; Protocol (science); Polypharmacy; Poison control; Human factors and ergonomics; Suicide prevention; Geriatrics","score_opus":0.06022058185026014,"score_gpt":0.315877058111118,"score_spread":0.25565647626085786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074054231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8740569,0.004084011,0.0063948105,0.00067283877,0.000018655526,0.10541026,0.0014137629,0.00004995592,0.007898804],"genre_scores_gemma":[0.99713546,0.000074887816,0.0011027028,0.000021111646,0.0000025988563,0.000038613776,0.00004224973,0.000007891647,0.0015744767],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.996446,0.0020475155,0.00030114985,0.00037973124,0.000546204,0.00027940268],"domain_scores_gemma":[0.9977227,0.0010663577,0.00036861183,0.0003753971,0.00039510927,0.00007184153],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005333579,0.00015106717,0.0010914606,0.00051957567,0.00020187038,0.00002274145,0.0004946155,0.00010462551,0.0023994774],"category_scores_gemma":[0.00024793096,0.0001341902,0.00049814803,0.0014007916,0.00034853278,0.00022355343,0.00012237635,0.00025735507,0.000014595073],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012967162,0.0009206343,0.68348974,0.25503048,0.025083167,0.00037220545,0.03083936,0.0007225481,0.00046858445,0.00012621414,0.0005233747,0.0011269887],"study_design_scores_gemma":[0.0065805246,0.00046482158,0.11365851,0.024876447,0.06649495,0.00004004832,0.7696803,0.014250995,0.00063594495,0.0021054877,0.00010916468,0.0011028093],"about_ca_topic_score_codex":0.012853805,"about_ca_topic_score_gemma":0.008828419,"teacher_disagreement_score":0.73884094,"about_ca_system_score_codex":0.000017848919,"about_ca_system_score_gemma":0.00017749688,"threshold_uncertainty_score":0.99851245},"labels":[],"label_agreement":null},{"id":"W7074054923","doi":"","title":"Metabolism of Taurine in Microorganisms : A Primer in Molecular Biodiversity?","year":2006,"lang":"en","type":"other","venue":"KOPS (University of Konstanz)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universität Konstanz; Queen's University; Deutsche Forschungsgemeinschaft; Queen's University Belfast; European Commission","keywords":"Microorganism; Primer (cosmetics); Taurine; Metabolism; Bacteria","score_opus":0.004626882130611663,"score_gpt":0.15739970569036604,"score_spread":0.15277282355975438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074054923","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13796006,0.0051003755,0.0012145963,0.0006519201,0.00030809443,0.0006789447,0.0014032623,0.00021237422,0.8524704],"genre_scores_gemma":[0.5014157,0.0030597523,0.10415785,0.0011629295,0.00009807081,2.2383229e-7,0.0019067015,0.00016152028,0.3880372],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990953,0.00007422566,0.00014125885,0.0002703341,0.00021199869,0.00020687387],"domain_scores_gemma":[0.9994655,0.000019495194,0.000213075,0.0002298705,0.000024621837,0.00004741969],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014718735,0.00016672703,0.00043144528,0.0010199104,0.000022800743,0.0000038524263,0.00039849518,0.00020596695,0.0027464419],"category_scores_gemma":[0.000006380312,0.00020143978,0.00009719987,0.0005070148,0.00026754898,0.000078799414,0.000044317494,0.00018544744,0.000049558927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010874611,0.00018871609,0.14542244,0.00025620734,0.00009206731,0.0005056305,0.0006303212,0.00006395774,0.0015704313,0.00017748206,0.83630025,0.014683762],"study_design_scores_gemma":[0.0030374147,0.00013656868,0.082552,0.0007479318,0.00017535598,0.000014616841,0.0022233466,0.00049221347,0.007089594,0.0005544263,0.90195674,0.0010197996],"about_ca_topic_score_codex":0.14535765,"about_ca_topic_score_gemma":0.00716598,"teacher_disagreement_score":0.46443316,"about_ca_system_score_codex":0.0000125897495,"about_ca_system_score_gemma":0.00007904593,"threshold_uncertainty_score":0.9981652},"labels":[],"label_agreement":null},{"id":"W7074056908","doi":"","title":"Fasciola hepatica induces Foxp3 T cell, proinflammatory and regulatory cytokine overexpression in liver from infected sheep during early stages of infection","year":2024,"lang":"en","type":"article","venue":"Universidad de Córdoba Insitutional Repository (Universidad de Córdoba)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Córdoba; Horizon 2020 Framework Programme; Queen's University; Queen's University Belfast","keywords":"Proinflammatory cytokine; Fasciola hepatica; FOXP3; Fibrosis; Cytokine; Interleukin 10; Tumor necrosis factor alpha; Regulatory T cell","score_opus":0.006061876949513475,"score_gpt":0.19710362830868897,"score_spread":0.1910417513591755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074056908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99023914,0.0007928475,0.00028000853,0.00007742143,0.00019969472,0.00025782024,0.000102852886,0.00030422478,0.007745965],"genre_scores_gemma":[0.99805486,0.00032528484,0.00089040265,0.000060130253,0.000119543794,0.0000013234522,0.0000679996,0.000015368883,0.000465074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977841,0.00027630542,0.00035742417,0.00062489655,0.0005123557,0.00044496742],"domain_scores_gemma":[0.998839,0.00026711912,0.00020221467,0.00030613478,0.00013626643,0.00024924384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028425266,0.0003248896,0.00033308569,0.0009897432,0.00040421492,0.0001367446,0.00024577728,0.00035406498,0.00018482254],"category_scores_gemma":[0.000046429166,0.00035438806,0.00014844217,0.00064051605,0.00042555854,0.0015557325,0.00010341896,0.0005673572,0.0000206907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003031627,0.00008507108,0.77268225,0.00033838753,0.00009838402,0.00095833157,0.0019120116,0.0011567083,0.21839088,0.0011688124,0.000748876,0.0021570993],"study_design_scores_gemma":[0.0006976589,0.00016505367,0.89424884,0.00087200943,0.00006637468,0.00009418781,0.00054637744,0.00801964,0.093339264,0.00055988936,0.0009991728,0.00039152126],"about_ca_topic_score_codex":0.017259918,"about_ca_topic_score_gemma":0.00017782333,"teacher_disagreement_score":0.12505162,"about_ca_system_score_codex":0.00036045306,"about_ca_system_score_gemma":0.0005427816,"threshold_uncertainty_score":0.9998908},"labels":[],"label_agreement":null},{"id":"W7074057191","doi":"","title":"Canadian veterinarians’ use of analgesics in cattle, pigs, and horses in 2004 and 2005","year":2007,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gestational period; Limiting; Circumstantial evidence; Pretext; Tachyphylaxis","score_opus":0.019791851474344473,"score_gpt":0.20145287400748352,"score_spread":0.18166102253313904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074057191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99706846,0.0011005851,0.000018673341,0.00042374863,0.00012352734,0.0001411808,0.000048476388,0.00001701264,0.0010583058],"genre_scores_gemma":[0.9977169,0.0009618924,0.00050156366,0.0005932637,0.000021532525,4.3189405e-7,0.000017330844,0.000004217913,0.00018287067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884534,0.000057134755,0.00019871171,0.00019248559,0.00009450247,0.0006118159],"domain_scores_gemma":[0.99946195,0.000063375395,0.000040264244,0.00010884261,0.000014538815,0.00031104116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047166037,0.00009888989,0.00012874197,0.00027649233,0.00003125439,0.000037567053,0.00008911441,0.00004349511,0.00007378998],"category_scores_gemma":[0.00006995809,0.00009303706,0.00001069148,0.0002792844,0.00009447033,0.00020955969,0.000009472558,0.00013070482,0.0000035471326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022236878,0.0000068878,0.94811064,0.00001045318,0.000002381387,0.00008713421,0.00069333945,0.000030183981,0.000013348634,0.000012019569,0.001606086,0.04940527],"study_design_scores_gemma":[0.00017151482,0.000028861054,0.9421569,0.00002623971,0.000002998,0.000019590836,0.00010412083,0.00025215198,0.00016982525,0.00003219059,0.056930907,0.000104686034],"about_ca_topic_score_codex":0.42355862,"about_ca_topic_score_gemma":0.21128932,"teacher_disagreement_score":0.21226929,"about_ca_system_score_codex":0.000022044836,"about_ca_system_score_gemma":0.0000788065,"threshold_uncertainty_score":0.8031026},"labels":[],"label_agreement":null},{"id":"W7074060777","doi":"","title":"Challenges in Reorienting Early Childhood Education for Sustainability in Initial Teacher Education: Transforming, Creating and Expanding","year":2022,"lang":"","type":"other","venue":"Australasian Journal of Paramedicine","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Early childhood education; Sustainability; Early childhood; Teacher education; Special education","score_opus":0.0233717316715827,"score_gpt":0.30964446840614307,"score_spread":0.2862727367345604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074060777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8130597,0.033630427,0.00013807946,0.013694588,0.002976335,0.0024599058,0.000022070015,0.0000328437,0.13398606],"genre_scores_gemma":[0.99037683,0.002331524,0.0012712639,0.00021308837,0.0012115822,0.00002317926,0.000042801792,0.00003909989,0.004490632],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996949,0.0003291294,0.0012907778,0.00047826255,0.00042523336,0.0005275907],"domain_scores_gemma":[0.99814904,0.0002822819,0.00097429426,0.00020142915,0.00014768404,0.0002452547],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027842592,0.000373288,0.0007749518,0.0013709802,0.00018818738,0.00006778176,0.0003179238,0.00024777383,0.002671873],"category_scores_gemma":[0.0007819054,0.00034855845,0.00013270546,0.00040655726,0.00024164497,0.0004534199,0.000016874725,0.0013198517,0.0000011272465],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094971096,0.0004110168,0.2084408,0.00040386993,0.000028138551,0.000024126739,0.024856808,0.000011853327,0.0000017730581,0.00010202522,0.0019614198,0.76366323],"study_design_scores_gemma":[0.004124312,0.004080291,0.53110164,0.007867396,0.0002759437,0.0010946272,0.32075483,0.00019135718,0.000064447486,0.011564122,0.11794612,0.00093490235],"about_ca_topic_score_codex":0.0015448142,"about_ca_topic_score_gemma":0.00013189286,"teacher_disagreement_score":0.76272833,"about_ca_system_score_codex":0.00020220512,"about_ca_system_score_gemma":0.002215985,"threshold_uncertainty_score":0.99989665},"labels":[],"label_agreement":null},{"id":"W7074062480","doi":"","title":"Le Canada : un pays divers: la diversité culturelle au Canada vue par Jean-Michel Lacroix","year":2016,"lang":"fr","type":"book","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Diplomacy; Government (linguistics); Subject (documents); Foreign policy; Reflection (computer programming); German","score_opus":0.007310300594117994,"score_gpt":0.16632664799581992,"score_spread":0.15901634740170192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074062480","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057614204,0.00549012,0.0046999557,0.071627945,0.0014946618,0.0005964824,0.002900759,0.00028182392,0.9071468],"genre_scores_gemma":[0.39073807,0.0032239477,0.004209461,0.003068125,0.00014425056,0.000007968804,0.0022364855,0.000051725918,0.59632],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926078,0.004038074,0.0005812544,0.0009584064,0.0009326677,0.00088181626],"domain_scores_gemma":[0.99255097,0.00370882,0.00059184246,0.0014070136,0.0011495942,0.00059178134],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026972543,0.0006036083,0.0005660458,0.00013127191,0.0018201103,0.00021975643,0.001966949,0.00039438604,0.0019635016],"category_scores_gemma":[0.0009662542,0.00056631875,0.00020989343,0.00032883722,0.0008094487,0.00033606667,0.00046111876,0.00076756015,0.00010495598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019741416,0.00010277134,0.014783216,0.00014000463,0.00017374933,0.00012309747,0.0018886705,0.000036229343,0.000075271775,0.017011788,0.9020061,0.06363935],"study_design_scores_gemma":[0.000524881,0.0000010739066,0.0020892976,0.0012655949,0.00008107325,0.000028724366,0.0004031092,0.001670013,0.00792007,0.00078384357,0.9844989,0.0007333879],"about_ca_topic_score_codex":0.99902534,"about_ca_topic_score_gemma":0.9985478,"teacher_disagreement_score":0.38497666,"about_ca_system_score_codex":0.00063827203,"about_ca_system_score_gemma":0.0122851385,"threshold_uncertainty_score":0.99967885},"labels":[],"label_agreement":null},{"id":"W7074064074","doi":"","title":"Optimal Workflow and Process-Based Performance Measures for Endovascular Therapy in Acute Ischemic Stroke: Analysis of the Solitaire FR Thrombectomy for Acute Revascularization Study.","year":2014,"lang":"en","type":"article","venue":"Bern Open Repository and Information System (University of Bern)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solitaire Cryptographic Algorithm; Groin; Digital subtraction angiography; Thrombolysis; Stroke (engine); Stent; Revascularization; Middle cerebral artery","score_opus":0.009126359349172889,"score_gpt":0.2099510156832159,"score_spread":0.200824656334043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074064074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97974175,0.000035853096,0.018253475,0.000044445664,0.0000368593,0.0010352298,0.00013093576,0.000016558468,0.00070490513],"genre_scores_gemma":[0.99810493,0.000021413784,0.0016348754,0.00004009786,0.000004818907,0.0000034178827,0.00011417744,0.0000016485576,0.00007461612],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992945,0.00007586645,0.00021700976,0.00012833736,0.00019134689,0.00009292836],"domain_scores_gemma":[0.9992737,0.00005617892,0.00029385465,0.00017799498,0.0001696067,0.00002863611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005842903,0.000087279026,0.00028048753,0.00015884303,0.00030140055,0.00005595302,0.00026509524,0.00005569133,0.000008402408],"category_scores_gemma":[0.000007863884,0.00007178012,0.00009706305,0.0002552989,0.00007074763,0.0013147459,0.00002335933,0.000045610777,2.727792e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016219316,0.00007408749,0.8928049,0.00076719245,0.0028292187,7.7494644e-7,0.011227554,0.0142655205,0.00028380295,0.0000565318,0.0006657686,0.075402714],"study_design_scores_gemma":[0.002862381,0.0004632887,0.2573423,0.00019217325,0.00096656743,0.0000059515223,0.0068082362,0.7250418,0.003661801,0.0000028106615,0.002463084,0.00018956467],"about_ca_topic_score_codex":0.0010827674,"about_ca_topic_score_gemma":0.000032902695,"teacher_disagreement_score":0.7107763,"about_ca_system_score_codex":0.0000096995955,"about_ca_system_score_gemma":0.0000447652,"threshold_uncertainty_score":0.29271084},"labels":[],"label_agreement":null},{"id":"W7074065397","doi":"","title":"Stimulus response requirements specification notation, an empirically evaluated requirements specification notation","year":2001,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Notation; Software requirements specification; Formal specification; System requirements specification; Specification language; Functional specification; Language Of Temporal Ordering Specification; Requirements analysis; B-Method; Formal methods","score_opus":0.036715955099587416,"score_gpt":0.24303272645641869,"score_spread":0.20631677135683127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074065397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73941743,0.00096571463,0.024268063,0.0013798828,0.0018870638,0.0034162009,0.0031803178,0.0020349084,0.22345042],"genre_scores_gemma":[0.7771421,0.0013754817,0.008603535,0.00046981938,0.00025394044,0.0000013806126,0.0064617945,0.0001257398,0.2055662],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99744666,0.00041868765,0.00031870772,0.00074457447,0.0007628195,0.0003085565],"domain_scores_gemma":[0.998235,0.000060701615,0.00062874187,0.00056969316,0.00032854,0.0001773346],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007790092,0.00012452593,0.00033035898,0.00028729133,0.00026830743,0.0001641704,0.0005583258,0.00028710422,0.011474924],"category_scores_gemma":[0.00009365134,0.0003616491,0.00009732052,0.0005579789,0.00035407033,0.0005900422,0.000025328874,0.000184198,0.00045029924],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118966986,0.00010753432,0.01622462,0.00004125115,0.000041501917,0.000040031184,0.00016082742,0.000032380325,0.00014397115,3.018752e-7,0.35169584,0.6313928],"study_design_scores_gemma":[0.00094061595,0.00027034385,0.9035105,0.00031945703,0.00008296709,0.000016905147,0.0009475477,0.0057737287,0.0000045488496,0.00016491892,0.08754862,0.0004198361],"about_ca_topic_score_codex":0.34413847,"about_ca_topic_score_gemma":0.118954256,"teacher_disagreement_score":0.8872859,"about_ca_system_score_codex":0.00008735391,"about_ca_system_score_gemma":0.0001608145,"threshold_uncertainty_score":0.99988353},"labels":[],"label_agreement":null},{"id":"W7074070250","doi":"","title":"Cost-effectiveness of pharmacomechanical catheter-directed thrombolysis versus standard anticoagulation in patients with proximal deep vein thrombosis: Results from the ATTRACT Trial","year":2019,"lang":"en","type":"article","venue":"Digital Commons@Becker (Washington University School of Medicine)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Society of Interventional Radiology Foundation; Boston Scientific Corporation; Genentech; Canada Research Chairs; Institute of Clinical and Translational Sciences; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada","keywords":"Deep vein; Thrombolysis; Thrombosis; Atrial fibrillation; Randomized controlled trial","score_opus":0.03513448906774058,"score_gpt":0.25925883225003366,"score_spread":0.22412434318229307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074070250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99574965,0.000027640166,0.0001324559,0.00025203664,0.00029360436,0.0010657476,0.0004945019,0.00007721845,0.0019071328],"genre_scores_gemma":[0.999033,0.000010148039,0.00013449947,0.00004684988,0.000028546887,3.9609557e-7,0.0007287632,0.0000069942803,0.0000108248205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793285,0.00039337334,0.00038438075,0.0003584762,0.0006965485,0.00023439071],"domain_scores_gemma":[0.99745715,0.0015066192,0.00034988782,0.00038164534,0.00019210104,0.000112584115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007247677,0.00021003054,0.00055501534,0.00019254498,0.000084729414,0.000035652905,0.0005041596,0.00010097374,0.00020700607],"category_scores_gemma":[0.0003615645,0.00014653568,0.0000962281,0.00052982144,0.00028828028,0.0008739398,0.000052706626,0.0003583046,0.000015143006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10972101,0.00025293097,0.8832429,0.0000316469,0.00017168821,0.0000041534054,0.0005182637,0.00020688587,0.00004926726,0.000013165939,0.000566228,0.005221835],"study_design_scores_gemma":[0.07443528,0.0042726113,0.913909,0.0005998783,0.00016399134,3.421818e-7,0.001393351,0.0030839173,0.0010554715,0.00008170378,0.00073151145,0.00027293534],"about_ca_topic_score_codex":0.0054620043,"about_ca_topic_score_gemma":0.00023586173,"teacher_disagreement_score":0.035285734,"about_ca_system_score_codex":0.00006682513,"about_ca_system_score_gemma":0.00010209394,"threshold_uncertainty_score":0.8256953},"labels":[],"label_agreement":null},{"id":"W7074079434","doi":"","title":"Assessing Virtual Mental Health Access for Refugees during the COVID-19 Pandemic Using the Levesque Client-Centered Framework: What Have We Learned and How Will We Plan for the Future?","year":2022,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Refugee; Flexibility (engineering); Service provider; Plan (archaeology); Service (business); Pandemic","score_opus":0.12455100851763168,"score_gpt":0.38766554341577875,"score_spread":0.26311453489814707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074079434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85371476,0.003819462,0.000521692,0.13846812,0.0008872523,0.0021574367,0.00029838417,0.000062397376,0.000070480426],"genre_scores_gemma":[0.97254497,0.021109974,0.00058866973,0.0050083753,0.0002848685,0.000074622185,0.000063836305,0.000016518285,0.0003081378],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978406,0.0005742819,0.0002494311,0.0004519336,0.000247342,0.0006364466],"domain_scores_gemma":[0.9969788,0.0023152495,0.00017787935,0.00037091481,0.00002224564,0.00013491916],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003803725,0.00015653553,0.00020478955,0.00014299677,0.0037757144,0.0011864443,0.0008201034,0.00006839725,0.000076465934],"category_scores_gemma":[0.00021812861,0.00009685868,0.000088137924,0.000120246965,0.0004104175,0.00082694937,0.00023637505,0.00078007637,2.2557892e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085619546,0.00004451541,0.09580504,0.0001567092,0.0001008382,0.0000043332634,0.007314637,0.014156988,0.0000746815,0.00027985827,0.0027774738,0.87842876],"study_design_scores_gemma":[0.0010080968,0.0002741897,0.002480456,0.00010129307,0.000008937301,0.00012910117,0.12017268,0.23803657,0.00007256804,0.0018389772,0.6356132,0.00026392975],"about_ca_topic_score_codex":0.0003325976,"about_ca_topic_score_gemma":0.00037008908,"teacher_disagreement_score":0.8781648,"about_ca_system_score_codex":0.0002881755,"about_ca_system_score_gemma":0.00032734155,"threshold_uncertainty_score":0.9998504},"labels":[],"label_agreement":null},{"id":"W7074085468","doi":"","title":"A new species of troodontid theropod (Dinosauria: Maniraptora) from the Horseshoe Canyon Formation (Maastrichtian) of Alberta, Canada","year":2018,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Horseshoe (symbol); Canyon; Horseshoe crab; Cretaceous; Morphology (biology)","score_opus":0.009453178415708767,"score_gpt":0.1927055185734554,"score_spread":0.1832523401577466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074085468","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045962483,0.00002608481,0.0011640083,0.0004207654,0.00066057796,0.0006124185,0.00027045122,0.000069681846,0.99217975],"genre_scores_gemma":[0.04319484,0.0002233242,0.002125536,0.00029219434,0.00029990266,0.0000044502685,0.00024686818,0.000051739833,0.9535611],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735886,0.00032794397,0.00057322014,0.0008257345,0.0005999891,0.0003142629],"domain_scores_gemma":[0.99654055,0.0003713701,0.0008348275,0.002033241,0.00008394518,0.000136093],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007854488,0.00034076636,0.00052664767,0.0001487606,0.000086114684,0.00004365412,0.0014015797,0.00024977786,0.7396637],"category_scores_gemma":[0.00042668372,0.0002699094,0.00016350993,0.00021627054,0.0002100246,0.0001389328,0.00017921554,0.00027900745,0.060355764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045006873,0.000017756134,0.030039458,0.00004832331,0.00014052569,0.0000023584105,0.00051669596,0.000018030378,0.00006909741,0.000033693617,0.9527017,0.016367376],"study_design_scores_gemma":[0.0002662155,0.0000038507533,0.016354935,0.0002655057,0.00010791564,0.0000051578463,0.00041722602,0.0005296846,0.0061768084,0.00038354698,0.9752058,0.00028336773],"about_ca_topic_score_codex":0.9716303,"about_ca_topic_score_gemma":0.80210173,"teacher_disagreement_score":0.67930794,"about_ca_system_score_codex":0.00005200987,"about_ca_system_score_gemma":0.00063866074,"threshold_uncertainty_score":0.9999753},"labels":[],"label_agreement":null},{"id":"W7074087827","doi":"","title":"The use of population-based surveys for prosecutions at the International Criminal Court: A case study of Democratic Republic of Congo","year":2014,"lang":"en","type":"article","venue":"Research portal (Tilburg University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University; Brigham and Women's Hospital","keywords":"Democracy; Government (linguistics); Legislation; Criminal justice; Terrorism","score_opus":0.12069354122428289,"score_gpt":0.3163838294367255,"score_spread":0.1956902882124426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074087827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99761784,0.000008182929,0.0006400747,0.0003187613,0.000053094744,0.00046428974,0.00010620044,0.000011678755,0.00077985384],"genre_scores_gemma":[0.99835193,0.0000061036694,0.00013591304,0.000017646911,0.000010460221,8.0685544e-7,0.00007690797,0.0000020671205,0.0013981487],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842256,0.0005954241,0.00020482698,0.00014210131,0.0004715421,0.00016351619],"domain_scores_gemma":[0.99673843,0.0021574215,0.00016315772,0.00026493173,0.00062315876,0.000052916417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023913935,0.000059081813,0.00011412581,0.000267849,0.0004344326,0.000025469992,0.000332431,0.000029528193,0.00014721653],"category_scores_gemma":[0.00073874317,0.000039212362,0.000062367464,0.00037175257,0.0003268306,0.00015699031,0.0000416451,0.00011322871,8.076105e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000322409,0.00033402615,0.9636503,0.00007494048,0.00013587617,0.00010861151,0.00080191466,0.0022043695,0.000103284074,0.0016938058,0.017422747,0.013147721],"study_design_scores_gemma":[0.0028692307,0.0039557507,0.36933863,0.00013071092,0.00018689089,0.00015056362,0.037880868,0.5230043,0.0028676114,0.0007592806,0.05849341,0.0003627528],"about_ca_topic_score_codex":0.03202106,"about_ca_topic_score_gemma":0.005852681,"teacher_disagreement_score":0.59431165,"about_ca_system_score_codex":0.000012644403,"about_ca_system_score_gemma":0.00012257116,"threshold_uncertainty_score":0.9744248},"labels":[],"label_agreement":null},{"id":"W7074102956","doi":"","title":"Reflections on knowledge translation in Canadian NICUs using the EPIQ method.","year":2011,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credibility; Quality (philosophy); Quality management; Knowledge translation; Neonatal intensive care unit; Intensive care; Key (lock)","score_opus":0.24427517002255247,"score_gpt":0.4172439650640783,"score_spread":0.17296879504152582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074102956","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11575398,0.00090876705,0.00051265705,0.0016824455,0.00053241826,0.0010291996,0.00015201981,0.00013197816,0.87929654],"genre_scores_gemma":[0.9945661,0.00007110112,0.0038878971,0.00038755854,0.00008813426,0.0000075547164,0.00002520359,0.000008774629,0.0009576901],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975098,0.0007037799,0.00025930285,0.00033409664,0.00041197118,0.000781064],"domain_scores_gemma":[0.9987282,0.0005294251,0.000043246386,0.00030280915,0.00011932346,0.00027695164],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033478693,0.00013506594,0.00015716565,0.00086116215,0.0007434209,0.00005433566,0.00037481482,0.00011385678,0.0019777075],"category_scores_gemma":[0.00017190933,0.00010230564,0.00007113188,0.0014701055,0.00017979163,0.00024181082,0.000012635345,0.0006960009,0.00014735475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090673874,0.00056455005,0.274931,0.00018036335,0.00021451029,0.0020320206,0.03134353,0.0015973441,0.0012151672,0.03232753,0.097384624,0.5573026],"study_design_scores_gemma":[0.0014506239,0.0011644027,0.08109991,0.00046807126,0.000043846925,0.0003363056,0.011763008,0.32692572,0.011355427,0.019164661,0.54507256,0.0011554823],"about_ca_topic_score_codex":0.7916776,"about_ca_topic_score_gemma":0.70444006,"teacher_disagreement_score":0.87881213,"about_ca_system_score_codex":0.0000601195,"about_ca_system_score_gemma":0.00074207236,"threshold_uncertainty_score":0.9989346},"labels":[],"label_agreement":null},{"id":"W7074122640","doi":"","title":"Canada's Compassionate Care Benefit: Is it An Adequate Public Health Response to Addressing the Issue of Caregiver Burden in End-of-Life Care?","year":2011,"lang":"en","type":"other","venue":"Summit (Simon Fraser University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Caregiver burden; Health care; MEDLINE; Quality of life (healthcare); Quality (philosophy); Compassionate Use","score_opus":0.04552269112328311,"score_gpt":0.24745949007868925,"score_spread":0.20193679895540614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074122640","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15427516,0.023738379,0.00022342446,0.03716183,0.003014719,0.003384337,0.01906124,0.0005424913,0.7585984],"genre_scores_gemma":[0.9241164,0.00028096046,0.0003111233,0.0040828013,0.000084229076,5.254433e-7,0.0004504292,0.00005858767,0.07061496],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980223,0.00040181435,0.00026436083,0.00044798525,0.00043184793,0.00043170337],"domain_scores_gemma":[0.99845284,0.00010510856,0.0003488055,0.00058182137,0.0001476396,0.00036377672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023947364,0.0002823854,0.00048001215,0.0009531083,0.00015528146,0.000021427817,0.0009812689,0.00018610283,0.0071636885],"category_scores_gemma":[0.00002761328,0.0002467709,0.00008327666,0.0006962027,0.00018465218,0.00013807483,0.00007523865,0.00029891494,0.000027274094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002207059,0.000012297863,0.0689205,0.00014287468,0.00004530929,0.00005061408,0.0039367704,0.00007744915,2.2895675e-7,0.000024053297,0.88545436,0.041114837],"study_design_scores_gemma":[0.00029372328,0.00011927629,0.0022265506,0.00029285072,0.000017199092,1.1092382e-8,0.112796776,0.000065163906,0.00006596434,0.000002565671,0.88387865,0.0002412566],"about_ca_topic_score_codex":0.96773607,"about_ca_topic_score_gemma":0.9775311,"teacher_disagreement_score":0.7698412,"about_ca_system_score_codex":0.00012893685,"about_ca_system_score_gemma":0.0022603588,"threshold_uncertainty_score":0.99999845},"labels":[],"label_agreement":null},{"id":"W7074122694","doi":"","title":"The Pluralist Right to Health Care: A Framework and Case Study","year":2021,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Right to health; Health care; Treaty; Human rights; Health policy; Global health; International health; Health law","score_opus":0.011941038594704934,"score_gpt":0.2283144955173934,"score_spread":0.21637345692268847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074122694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928608,0.00029019616,0.0010574565,0.0037860253,0.00013202848,0.00023214098,0.00003606004,0.000055883826,0.001549419],"genre_scores_gemma":[0.99486524,0.00005029408,0.0037901304,0.00071748445,0.000014599865,8.0358355e-8,0.000008143433,0.0000020163973,0.0005520339],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9991689,0.00012019294,0.000092924674,0.00026017733,0.00016990163,0.00018791386],"domain_scores_gemma":[0.99928,0.000117143005,0.000066102155,0.00029085344,0.000090520654,0.000155418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002596025,0.00008572755,0.00014703772,0.000051080468,0.00075133535,0.000040304865,0.00018815338,0.000037565114,0.00089498016],"category_scores_gemma":[0.000041629755,0.00007615262,0.000038787934,0.0002450222,0.0001379248,0.00008564865,0.00007987833,0.00015828188,0.000074626274],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012641259,0.00011848765,0.5160975,0.00007035233,0.00012282455,0.003497127,0.17348875,0.000049410442,0.000009287066,0.00033709346,0.015117624,0.29096517],"study_design_scores_gemma":[0.0006803258,0.0003991521,0.096761696,0.00009209776,0.000035499666,0.00057590863,0.7591596,0.0007318671,0.00028266566,0.00087091024,0.14004141,0.00036884384],"about_ca_topic_score_codex":0.041128945,"about_ca_topic_score_gemma":0.0049476577,"teacher_disagreement_score":0.5856709,"about_ca_system_score_codex":0.000011834359,"about_ca_system_score_gemma":0.00009263755,"threshold_uncertainty_score":0.97994053},"labels":[],"label_agreement":null},{"id":"W7074123330","doi":"","title":"Ice thoughts.","year":2016,"lang":"en","type":"other","venue":"Open Access at Essex (University of Essex)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Cryosphere; Arctic; The arctic; Iceberg","score_opus":0.03297763251898766,"score_gpt":0.2856417013007555,"score_spread":0.25266406878176784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074123330","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024823408,0.0004349703,0.0009987163,0.0010832186,0.0004269949,0.00036594737,0.00044334252,0.0001922843,0.9958063],"genre_scores_gemma":[0.0043071965,0.0014754354,0.0016524273,0.00040501167,0.00013775518,1.5589191e-7,0.00021838445,0.00005001173,0.99175364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864644,0.00009310675,0.00012782823,0.0005274691,0.00030224322,0.00030290193],"domain_scores_gemma":[0.99872947,0.00008347368,0.00041878762,0.00057608256,0.000048697097,0.00014349695],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021192263,0.00025993874,0.00047725605,0.00031268212,0.0002475928,0.00018222778,0.0041391742,0.00025096632,0.15973067],"category_scores_gemma":[0.000010378589,0.00023431244,0.00010511765,0.00024463228,0.00030055226,0.0010320143,0.0008329508,0.00013488223,0.0019037673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004400201,0.000014789833,0.0035911894,0.000069725094,0.000050532453,0.000039138842,0.000051964646,9.920841e-7,0.000010418107,0.00008911997,0.970099,0.025939165],"study_design_scores_gemma":[0.00037156508,0.000028756236,0.0011101635,0.00030480613,0.000047990834,0.000005830189,0.00016120507,0.00012376386,0.00025236333,0.00042378486,0.9968074,0.00036239516],"about_ca_topic_score_codex":0.04065765,"about_ca_topic_score_gemma":0.006000887,"teacher_disagreement_score":0.15782692,"about_ca_system_score_codex":0.000018561082,"about_ca_system_score_gemma":0.00010625122,"threshold_uncertainty_score":0.99887335},"labels":[],"label_agreement":null},{"id":"W7074126659","doi":"","title":"Evidence-based decision-making within the context of globalization: A “Why–What–How” for leaders and managers of health care organizations","year":2009,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Context (archaeology); Pace; Knowledge translation; Scope (computer science); Process (computing); Health policy","score_opus":0.028262950231326286,"score_gpt":0.24401430826962342,"score_spread":0.21575135803829715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074126659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48554045,0.09921629,0.25765648,0.14576611,0.003185054,0.006230926,0.00039825396,0.0005783266,0.0014281096],"genre_scores_gemma":[0.98747635,0.000818092,0.0033419447,0.008286891,0.000025234409,0.0000013114408,0.00002759567,0.000004773447,0.00001778419],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988725,0.0001393216,0.00027885922,0.00020168124,0.00022372241,0.0002838993],"domain_scores_gemma":[0.99898833,0.00028876273,0.00024435733,0.00019940415,0.00019978377,0.00007936435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046262256,0.00010656703,0.0001753492,0.00007374258,0.00017634827,0.0000824933,0.00023476155,0.000027836015,0.00003111638],"category_scores_gemma":[0.0007235124,0.00007660688,0.000036463673,0.0005511197,0.00017255978,0.0003489184,0.0000071770914,0.000059775353,9.493837e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011621718,0.000020759711,0.040913247,0.00013715701,0.000020873851,0.0000027085762,0.015771847,0.0017471577,0.000012056455,0.0005364174,0.020516543,0.920205],"study_design_scores_gemma":[0.004012481,0.0024474664,0.570948,0.009289867,0.00036222563,0.000061920175,0.16244483,0.073506445,0.01621289,0.0033113896,0.15569699,0.001705492],"about_ca_topic_score_codex":0.00018764057,"about_ca_topic_score_gemma":0.000036697656,"teacher_disagreement_score":0.9184995,"about_ca_system_score_codex":0.000014481367,"about_ca_system_score_gemma":0.00015160303,"threshold_uncertainty_score":0.31239375},"labels":[],"label_agreement":null},{"id":"W7074134049","doi":"","title":"Exploring Parental Decision Making for a Child With a Life-Limiting Condition:An Interpretive Description Study","year":2022,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Perspective (graphical); Qualitative research; Process (computing); Context (archaeology); Interpretation (philosophy)","score_opus":0.06974671500684275,"score_gpt":0.2609583828863465,"score_spread":0.19121166787950372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074134049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896812,0.00004521436,0.0027733431,0.00007391128,0.00006205191,0.0007992047,0.0018134221,0.000068169385,0.004683477],"genre_scores_gemma":[0.99728376,0.000016649528,0.0020098607,0.000025909167,0.000029770537,6.121162e-7,0.00011929864,0.00001573226,0.00049838464],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99701893,0.0005266204,0.00021348555,0.00059888867,0.0011564171,0.00048565108],"domain_scores_gemma":[0.9983511,0.00037950743,0.0003329892,0.00036832207,0.00034218808,0.0002259077],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016783633,0.00021289247,0.00036614056,0.00074419787,0.0020104202,0.000042521948,0.00093769777,0.00006538414,0.010659242],"category_scores_gemma":[0.00009476104,0.00025115578,0.0001846168,0.0006557889,0.0005959164,0.00061828777,0.00027686142,0.00056247844,0.00010578757],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013874187,0.0011730167,0.6907557,0.00019063959,0.0006862718,0.00091959734,0.23150218,0.0021938458,0.00016574412,0.00007268849,0.0019229426,0.05654315],"study_design_scores_gemma":[0.001430921,0.0017508807,0.012698928,0.0002719119,0.00009449041,0.00003564728,0.97467196,0.00787665,0.000014938095,0.0001982285,0.0006571901,0.00029824272],"about_ca_topic_score_codex":0.00957684,"about_ca_topic_score_gemma":0.0024430493,"teacher_disagreement_score":0.7431698,"about_ca_system_score_codex":0.00006568518,"about_ca_system_score_gemma":0.00019647474,"threshold_uncertainty_score":0.99999404},"labels":[],"label_agreement":null},{"id":"W7074137028","doi":"","title":"Trends in abundance of sea lice Lepeophtheirus salmonis and Caligus clemensi on juvenile wild Pacific salmon unchanged following cessation of salmon aquaculture in coastal British Columbia","year":2025,"lang":"en","type":"article","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Triacetin; Emperipolesis; Hemopericardium","score_opus":0.008873724483864578,"score_gpt":0.18933850451698017,"score_spread":0.18046478003311558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074137028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98242134,0.00025234604,0.00011604241,0.00015711536,0.00012668205,0.00021476648,0.00036795592,0.000024472753,0.016319295],"genre_scores_gemma":[0.99835926,0.00020702957,0.0006281737,0.00001420149,0.00000894651,7.0048976e-8,0.00007322257,0.0000029438,0.0007061334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983655,0.00017714215,0.00036315055,0.00041282157,0.0004476728,0.00023368536],"domain_scores_gemma":[0.99902344,0.00012379859,0.00037804258,0.00025458858,0.00014863732,0.00007146873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044126596,0.0001730493,0.00045165338,0.00029087334,0.00042821534,0.00003267706,0.00045884747,0.00020186191,0.00009293195],"category_scores_gemma":[0.000020866608,0.00023584893,0.0001798454,0.00075884257,0.0010308456,0.00046734093,0.00005606456,0.00035075346,8.5145325e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011862075,0.00082656037,0.9133298,0.00053336285,0.000313338,0.0009259686,0.00583674,0.003907682,0.016111229,0.0017239334,0.0015474999,0.053757727],"study_design_scores_gemma":[0.0015581619,0.0004020655,0.96688503,0.0011615775,0.00008865765,0.000039084443,0.022995334,0.0023905043,0.003127038,0.0006010737,0.0004796824,0.00027176234],"about_ca_topic_score_codex":0.2431956,"about_ca_topic_score_gemma":0.097861096,"teacher_disagreement_score":0.1453345,"about_ca_system_score_codex":0.0000640813,"about_ca_system_score_gemma":0.00032136295,"threshold_uncertainty_score":0.96176404},"labels":[],"label_agreement":null},{"id":"W7074148284","doi":"","title":"Manganese-porphyrin-enhanced MRI for the detection of cancer cells: A quantitative in-vitro investigation with multiple clinical subtypes of breast cancer","year":2018,"lang":"en","type":"other","venue":"TSpace","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hospital for Sick Children; University of Toronto; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; National Science Foundation","keywords":"Breast cancer; Cancer; Mammography; Magnetic resonance imaging; Breast MRI","score_opus":0.02816971720947682,"score_gpt":0.31725130823459063,"score_spread":0.2890815910251138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074148284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81243986,0.028673526,0.053470142,0.0075469725,0.008400334,0.01132967,0.0057240254,0.0011445376,0.07127094],"genre_scores_gemma":[0.95602477,0.0018816948,0.006622125,0.00028529068,0.000293245,0.000042892923,0.000056171368,0.00006295858,0.034730874],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991926,0.00007621371,0.00020980259,0.00022839692,0.00015402502,0.00013896947],"domain_scores_gemma":[0.99895906,0.00030470907,0.0004340548,0.0001738312,0.000095320465,0.000033032036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027761317,0.00013836513,0.00027335025,0.00012420632,0.00003063364,0.00000716445,0.00015745912,0.00012461489,0.0006093942],"category_scores_gemma":[0.000027687329,0.000087543514,0.000058575042,0.00019673609,0.0003876479,0.000038943555,0.000006378369,0.00011804035,0.000009768064],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007889024,0.00016164237,0.26461735,0.0018943052,0.0009107198,0.0000037455463,0.009207224,0.0010914265,0.048577,0.000017617424,0.3454865,0.32014343],"study_design_scores_gemma":[0.0023577039,0.0010698749,0.094167866,0.0020935496,0.00034238308,0.000003413117,0.0039240858,0.05331284,0.69396585,0.00014236374,0.14780064,0.00081945315],"about_ca_topic_score_codex":0.14321536,"about_ca_topic_score_gemma":0.026556326,"teacher_disagreement_score":0.64538884,"about_ca_system_score_codex":0.000007841877,"about_ca_system_score_gemma":0.00010990404,"threshold_uncertainty_score":0.99120647},"labels":[],"label_agreement":null},{"id":"W7074150775","doi":"","title":"Fluvial Response to Climate Change in the Pacific Northwest: Skeena River Discharge and Sediment Yield","year":2023,"lang":"en","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Sediment; Climate change; Hydrology (agriculture); Drainage basin; Fluvial; Glacier; Surface runoff; Discharge","score_opus":0.05959991674462586,"score_gpt":0.32985813950722837,"score_spread":0.27025822276260253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074150775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8608507,0.0000938853,0.00008945348,0.12743339,0.00030583574,0.0023719766,0.008082673,0.00020633724,0.00056573073],"genre_scores_gemma":[0.99132746,0.000368435,0.000576278,0.0029883727,0.00016849657,0.00016134801,0.003900488,0.0000073185233,0.0005017791],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661237,0.0004573465,0.00026587138,0.00062863645,0.0010338771,0.001001892],"domain_scores_gemma":[0.99771315,0.0011757988,0.00006254285,0.0005566585,0.00019635097,0.0002955245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009699528,0.0001421354,0.00012627544,0.0008870901,0.0008325291,0.0003837741,0.00082414626,0.000046508107,0.0003501352],"category_scores_gemma":[0.0011643422,0.00010049995,0.000038726655,0.0023507297,0.0003549364,0.0010598873,0.0001696975,0.00025273443,0.00041518986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058668124,0.000149939,0.34120896,0.00010519792,0.000007278247,0.000021521017,0.014019965,0.0000056469767,0.00026114742,0.0014578163,0.5096961,0.13247971],"study_design_scores_gemma":[0.00029772753,0.00015977923,0.4393421,0.000057152316,0.0000037714028,0.0000062677077,0.002117271,0.027452776,0.00022918293,0.00033766078,0.529787,0.0002092992],"about_ca_topic_score_codex":0.010299006,"about_ca_topic_score_gemma":0.0016420867,"teacher_disagreement_score":0.13227041,"about_ca_system_score_codex":0.000020906247,"about_ca_system_score_gemma":0.000099263685,"threshold_uncertainty_score":0.9962915},"labels":[],"label_agreement":null},{"id":"W7074154328","doi":"","title":"The Edmonton Symptom Assessment Scale in Heart Failure: A Systematic Review.","year":2021,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Scale (ratio); Heart failure; MEDLINE; Systematic review; Activities of daily living","score_opus":0.005095161329791671,"score_gpt":0.20366999826964138,"score_spread":0.1985748369398497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074154328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49831763,0.10881794,0.0041391915,0.35345668,0.0009423777,0.0037350347,0.00016734315,0.0017781514,0.02864566],"genre_scores_gemma":[0.97540957,0.006341119,0.014988477,0.001476189,0.000010273281,0.000001605028,0.00003859144,0.000006172335,0.0017280208],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898374,0.00014198846,0.00018647991,0.00025469964,0.0002022675,0.00023082082],"domain_scores_gemma":[0.99910206,0.00010805252,0.00012936612,0.0005267653,0.00008973562,0.0000440356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041403057,0.000108034954,0.00039010466,0.00018557484,0.00022035548,0.00001518773,0.0005509758,0.00013115222,0.0002283193],"category_scores_gemma":[0.00009931191,0.00009007771,0.00009131684,0.0005846537,0.00029653715,0.00014683131,0.00008279585,0.00026318085,0.000042787204],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034817996,0.00020325003,0.74736345,0.03309569,0.00024402427,0.0002653696,0.000528973,0.000044641474,0.0009827182,0.0024928355,0.19844395,0.01630028],"study_design_scores_gemma":[0.004581626,0.00094438856,0.26349604,0.1743315,0.0016516086,0.0011785622,0.05262078,0.064337805,0.022952253,0.024576148,0.38613656,0.0031927398],"about_ca_topic_score_codex":0.001506929,"about_ca_topic_score_gemma":0.0010707189,"teacher_disagreement_score":0.48386744,"about_ca_system_score_codex":0.000017405744,"about_ca_system_score_gemma":0.00007657452,"threshold_uncertainty_score":0.36732623},"labels":[],"label_agreement":null},{"id":"W7074156775","doi":"","title":"Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis","year":2010,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Type 2 diabetes; Genetic association; Association (psychology); Genome-wide association study; Gene; Diabetes mellitus; Function (biology)","score_opus":0.022871474897487813,"score_gpt":0.27327007028948147,"score_spread":0.25039859539199366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074156775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722294,0.00007025582,0.00030844362,0.00032856528,0.00019900553,0.00013219878,0.00024291818,0.00005612671,0.02643305],"genre_scores_gemma":[0.99280715,0.00007960378,0.0004759201,0.00006088161,0.00003703757,6.314809e-8,0.00060989015,0.0000029136886,0.0059265275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979875,0.00020065162,0.00014357873,0.0003736596,0.000811745,0.00048287728],"domain_scores_gemma":[0.99880487,0.00022568405,0.00013733999,0.00038944228,0.00033215893,0.000110482426],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018271159,0.00010253704,0.0002523003,0.00027256802,0.00038104117,0.0000840253,0.0004339839,0.00014644863,0.00915499],"category_scores_gemma":[0.0001442888,0.000108550994,0.00021805835,0.0011594103,0.00029884785,0.001260453,0.000074326585,0.00051449874,0.0001659207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003929976,0.00007487268,0.97463673,0.000015653774,0.0002294268,0.000012002765,0.0010290648,0.000016266371,0.00045593892,0.00017733121,0.021748383,0.0015650301],"study_design_scores_gemma":[0.0002603995,0.00013650225,0.97037315,0.000008785461,0.00014843994,5.082499e-7,0.0136203915,0.0053245784,0.0011099987,0.0024003815,0.006415892,0.00020097492],"about_ca_topic_score_codex":0.018170398,"about_ca_topic_score_gemma":0.020040484,"teacher_disagreement_score":0.020577727,"about_ca_system_score_codex":0.000014666796,"about_ca_system_score_gemma":0.00010817997,"threshold_uncertainty_score":0.99784124},"labels":[],"label_agreement":null},{"id":"W7074162465","doi":"","title":"Parent-of-origin effects in MS: observations from avuncular pairs.","year":2008,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Transmission (telecommunications); Limiting; Nucleofection; Filter (signal processing)","score_opus":0.049931039656543955,"score_gpt":0.2438250782581412,"score_spread":0.19389403860159726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074162465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747934,0.00010841074,0.0063579166,0.0004918986,0.000072512645,0.00036395015,0.0004348628,0.00007662571,0.017300459],"genre_scores_gemma":[0.97783536,0.0019780085,0.018686725,0.00005363841,0.000022072052,6.882794e-8,0.0004341221,0.000006453819,0.0009835277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975816,0.0005441567,0.00016905396,0.0004568522,0.00069727364,0.00055108505],"domain_scores_gemma":[0.99816436,0.0008041043,0.00013880707,0.00043976985,0.00020444166,0.0002485138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051856675,0.00018026565,0.00038626808,0.00096206786,0.0006159049,0.00001067886,0.001101316,0.00011509555,0.00076208863],"category_scores_gemma":[0.00011194002,0.00021912559,0.0001873359,0.0011604674,0.0011608102,0.0006727318,0.00021320538,0.00055473816,0.000020374353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000360644,0.00011481921,0.97834694,0.0000637858,0.000060804512,0.00040959512,0.0022151188,0.00022090205,0.0002813699,0.0006312827,0.008945568,0.008349148],"study_design_scores_gemma":[0.001221789,0.00036427026,0.8204417,0.00015487867,0.000023464685,0.0000050462804,0.0048314095,0.0166457,0.0001162632,0.0030427394,0.15290415,0.0002485619],"about_ca_topic_score_codex":0.059112884,"about_ca_topic_score_gemma":0.003529888,"teacher_disagreement_score":0.15790524,"about_ca_system_score_codex":0.000058538793,"about_ca_system_score_gemma":0.00032573714,"threshold_uncertainty_score":0.94715255},"labels":[],"label_agreement":null},{"id":"W7074166153","doi":"","title":"Equine herpesvirus myeloencephalopathy in a 14-year-old quarter horse stallion.","year":2001,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Horse; Ataxia; Quarter (Canadian coin); Equidae; Equine herpesvirus 1","score_opus":0.013930016157998989,"score_gpt":0.20081450054738137,"score_spread":0.18688448438938238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074166153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96388674,0.00062730646,0.00018760999,0.00163907,0.00077962765,0.00035748334,0.000033948778,0.0003076731,0.03218056],"genre_scores_gemma":[0.99257123,0.0012149011,0.00058919564,0.0025638228,0.00022000322,0.0000060020516,0.000051212683,0.000013165568,0.0027704483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748445,0.00019168103,0.00035108044,0.0004605769,0.00036683702,0.0011453832],"domain_scores_gemma":[0.99912876,0.00005063796,0.00008693993,0.000343339,0.000044509517,0.00034583866],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005706377,0.00023432216,0.00022608862,0.0002049217,0.0000901892,0.00010797789,0.00040286683,0.00007231494,0.0023863928],"category_scores_gemma":[0.00010152275,0.00020171302,0.000069721966,0.0007058637,0.000110724824,0.0004219037,0.000025916208,0.0003289424,0.00078441616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020804189,0.00008046228,0.8147302,0.000013595977,0.000011610359,0.0005098849,0.0019068411,0.000112692556,0.00006178978,0.000053043856,0.033020224,0.14929157],"study_design_scores_gemma":[0.0007395152,0.00017712933,0.5879539,0.00004768685,0.000010706841,0.000057231307,0.0002975018,0.0016861678,0.0005063266,0.00029627435,0.40782806,0.0003994571],"about_ca_topic_score_codex":0.0022042163,"about_ca_topic_score_gemma":0.00019553567,"teacher_disagreement_score":0.37480783,"about_ca_system_score_codex":0.000023359333,"about_ca_system_score_gemma":0.000050869996,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W7074174429","doi":"","title":"A review of the reliability and validity of the Edmonton Symptom Assessment System","year":2009,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Anxiety; Depression (economics); Palliative care; MEDLINE; Construct (python library)","score_opus":0.014605493271290515,"score_gpt":0.21937759932662554,"score_spread":0.20477210605533502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074174429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97713923,0.006194572,0.000052556075,0.0057660346,0.00071706047,0.0008753196,0.000060825383,0.0000499227,0.009144493],"genre_scores_gemma":[0.9971533,0.0013163035,0.00012443392,0.0013454515,0.000026999978,0.0000014073777,0.0000025477623,6.9939773e-7,0.000028856084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901134,0.00020679898,0.00019940836,0.00011391227,0.00020976563,0.00025879592],"domain_scores_gemma":[0.99944514,0.00004908574,0.0001343048,0.00027996095,0.000026786996,0.0000647363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010137411,0.00006270767,0.00014396706,0.000008861827,0.00006188727,0.0000078513785,0.00022843674,0.000024514997,0.000027093127],"category_scores_gemma":[0.00010224381,0.00003071019,0.00007947808,0.0001160369,0.000097949734,0.000059998376,0.000013631441,0.000091877155,2.990401e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005772256,0.000023411681,0.9266547,0.0012460173,0.0000061379724,2.0757689e-7,0.00006394141,0.000017569986,0.000010534281,0.00016702904,0.011736888,0.06006782],"study_design_scores_gemma":[0.00005819389,0.000017575252,0.9912229,0.00074649934,0.000023038067,0.0000042293254,0.000024016423,0.0012173078,0.00088875205,0.00015621154,0.0056032585,0.000037996746],"about_ca_topic_score_codex":0.0007757024,"about_ca_topic_score_gemma":0.0000074434524,"teacher_disagreement_score":0.06456825,"about_ca_system_score_codex":0.000018705432,"about_ca_system_score_gemma":0.000059587048,"threshold_uncertainty_score":0.12523253},"labels":[],"label_agreement":null},{"id":"W7074176103","doi":"","title":"Uma família de códigos corretores de erro para criptossistemas eficientes baseados em decodificação de síndromes.","year":2010,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Filter (signal processing); Work (physics); Noise (video); Context (archaeology)","score_opus":0.015063253799380082,"score_gpt":0.2352154914195045,"score_spread":0.22015223762012442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074176103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838569,0.0021345832,0.00350659,0.0040081507,0.0012909846,0.0004270268,0.00042837887,0.0008228271,0.0035245703],"genre_scores_gemma":[0.9586695,0.00045971945,0.014782974,0.015717518,0.00033491533,0.00001530536,0.00026387622,0.0000721585,0.009684071],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99524534,0.0005017797,0.0007424213,0.0010178135,0.00061748654,0.0018751578],"domain_scores_gemma":[0.99657524,0.0005974354,0.00048066356,0.001073696,0.00006027372,0.0012127013],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065681234,0.0007060659,0.0007750194,0.00050162285,0.00067051157,0.00042444348,0.0015759554,0.00036117507,0.011678447],"category_scores_gemma":[0.00027216162,0.0006744635,0.0004047648,0.0010957083,0.0010482892,0.0012764141,0.0001355777,0.0012456792,0.0007680855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069385256,0.00009924233,0.6555179,0.00006125741,0.00005325193,0.00017849234,0.001196687,0.00003766931,0.00052207446,0.000057861052,0.28706565,0.05514058],"study_design_scores_gemma":[0.00060300156,0.0007050481,0.7470855,0.00021436013,0.0001711523,0.0002806614,0.004951282,0.12789801,0.012891202,0.00035986226,0.10347923,0.0013607002],"about_ca_topic_score_codex":0.04993761,"about_ca_topic_score_gemma":0.00021806837,"teacher_disagreement_score":0.18358642,"about_ca_system_score_codex":0.000052268362,"about_ca_system_score_gemma":0.0011214522,"threshold_uncertainty_score":0.99957067},"labels":[],"label_agreement":null},{"id":"W7074186132","doi":"","title":"Opportunities and obstacles to collecting wildlife disease data for public health purposes: Results of a pilot study on Vancouver Island, British Columbia","year":2007,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wildlife; Public health; Wildlife disease; Mandate; Disease surveillance; Disease; Public health surveillance; Public use","score_opus":0.11100701368306898,"score_gpt":0.2619891624043562,"score_spread":0.15098214872128723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074186132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98544174,0.00042540423,0.00044715535,0.0027193557,0.0008182713,0.002579804,0.005100741,0.00018807291,0.0022794593],"genre_scores_gemma":[0.990619,0.0003000289,0.0006533121,0.0055450783,0.000117854746,0.000008194753,0.00030971508,0.000013713545,0.0024331182],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9976777,0.00017626771,0.00046896221,0.00052002753,0.00034125525,0.00081579306],"domain_scores_gemma":[0.99814427,0.000309583,0.00019135697,0.0004698023,0.00009526268,0.00078971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022672603,0.00013106047,0.00025050633,0.000107241336,0.00032825212,0.00033476416,0.0004294116,0.000015759275,0.000043742988],"category_scores_gemma":[0.0013039304,0.00015757128,0.000021524591,0.00031995185,0.00008966154,0.0003116212,0.00007153753,0.000107636355,0.0000019724398],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044511838,0.00026154448,0.18181841,0.000048131238,0.000025712938,0.000047170797,0.001395123,0.0000050202234,6.471939e-7,0.0000013758063,0.6820644,0.13388734],"study_design_scores_gemma":[0.0011980152,0.0015952085,0.511241,0.000083025865,0.000016043941,0.000004767416,0.0029779756,0.00027761847,0.000005124813,0.000020451382,0.48237088,0.00020988144],"about_ca_topic_score_codex":0.037437756,"about_ca_topic_score_gemma":0.099913836,"teacher_disagreement_score":0.3294226,"about_ca_system_score_codex":0.000018966615,"about_ca_system_score_gemma":0.0002459068,"threshold_uncertainty_score":0.968972},"labels":[],"label_agreement":null},{"id":"W7074190750","doi":"","title":"Necrotizing cerebellitis due to Neospora caninum infection in an old dog","year":2002,"lang":"en","type":"article","venue":"CINECA IRIS Institutial research information system (University of Pisa)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neospora caninum; Ataxia; Leptomeninges; Central nervous system; Immunohistochemistry; Encephalitis; Cerebellar ataxia; Neospora","score_opus":0.059941465023790864,"score_gpt":0.26666127740727275,"score_spread":0.2067198123834819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074190750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9369685,0.000021110522,0.009544989,0.00062801637,0.00029472442,0.00052946515,0.000073159295,0.0001611875,0.051778823],"genre_scores_gemma":[0.99851596,0.000033033408,0.0010068045,0.00014431815,0.000045894718,3.8428433e-7,0.00005788726,0.0000020164496,0.00019367099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984023,0.00018567295,0.0002630834,0.0001794525,0.00061120925,0.00035828687],"domain_scores_gemma":[0.9989988,0.000057651305,0.00010926674,0.0002711244,0.00032154866,0.00024160245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011769808,0.00010592211,0.00021034309,0.0010787821,0.00045848024,0.00009280534,0.0002931619,0.000111125155,0.00075118605],"category_scores_gemma":[0.0001132892,0.00012095429,0.000046057747,0.0010911631,0.00016501524,0.0028537621,0.000048322123,0.0002846018,0.0007740004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003248133,0.0000938298,0.4801956,0.000970721,0.000038045182,0.00030661788,0.03583605,0.012167759,0.0001174049,0.0035459457,0.08177533,0.38462788],"study_design_scores_gemma":[0.0017570995,0.00086274196,0.371219,0.00071237504,0.000011897931,0.00014471928,0.024915384,0.35363847,0.0004660325,0.00006150484,0.2456639,0.0005468488],"about_ca_topic_score_codex":0.15179028,"about_ca_topic_score_gemma":0.0037111212,"teacher_disagreement_score":0.38408104,"about_ca_system_score_codex":0.00012066146,"about_ca_system_score_gemma":0.00008944603,"threshold_uncertainty_score":0.99484676},"labels":[],"label_agreement":null},{"id":"W7074200622","doi":"","title":"Evaluation of a diagnostic polymerase chain reaction assay for Neisseria meningitidis in North America and field experience during an outbreak.","year":2002,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neisseria meningitidis; Meningococcal disease; Polymerase chain reaction; Outbreak; Population; Neisseriaceae; Case fatality rate; Assay sensitivity","score_opus":0.035923073579357104,"score_gpt":0.2612015091063419,"score_spread":0.2252784355269848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074200622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933619,0.00008072425,0.0017220896,0.0003709107,0.000027092387,0.00043911082,0.00016237904,0.000030156652,0.0038056183],"genre_scores_gemma":[0.9966666,0.0010896928,0.0019360519,0.000019659854,0.000011674852,2.8531917e-7,0.00008909358,0.0000038005578,0.00018314883],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981341,0.0005203184,0.00012160218,0.00035859714,0.0005069275,0.00035850157],"domain_scores_gemma":[0.998377,0.00087458314,0.00012460384,0.00023716535,0.00021272738,0.0001738664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000769751,0.0001184555,0.0002136643,0.00068057876,0.00042072593,0.000015475562,0.0003883225,0.00005867414,0.00037854697],"category_scores_gemma":[0.00043618036,0.00014687204,0.00006466249,0.0005334975,0.00040912867,0.00075795734,0.0000864275,0.00022762868,0.0000015686436],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014888481,0.00031580825,0.49397752,0.000174196,0.000083007704,0.000076302014,0.025589582,0.00064012286,0.0038611072,0.00013804219,0.0009369377,0.47271854],"study_design_scores_gemma":[0.0031277041,0.001787186,0.44863647,0.0001559329,0.000094948875,0.000013696216,0.064218715,0.46495146,0.0017026432,0.0007196342,0.014141414,0.00045020058],"about_ca_topic_score_codex":0.013906173,"about_ca_topic_score_gemma":0.0052746427,"teacher_disagreement_score":0.47226834,"about_ca_system_score_codex":0.00004768173,"about_ca_system_score_gemma":0.000074386415,"threshold_uncertainty_score":0.9926603},"labels":[],"label_agreement":null},{"id":"W7074201268","doi":"","title":"Molecular cloning and characterization of drimenol synthase from valerian plant (Valeriana officinalis)","year":2014,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Emperipolesis; Demotion","score_opus":0.014082200210275033,"score_gpt":0.2279131287235977,"score_spread":0.21383092851332267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074201268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99126184,0.000013881294,0.00078344403,0.000666416,0.00005021648,0.00015717595,0.00026594487,0.00006834635,0.006732728],"genre_scores_gemma":[0.9984531,0.00011356048,0.00039489608,0.00008377518,0.000036465673,1.1356566e-7,0.00057661586,0.0000053911017,0.00033608556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840844,0.00032433865,0.00015207865,0.00032666893,0.00045925207,0.0003292451],"domain_scores_gemma":[0.9992136,0.00014385972,0.0000967229,0.00023787067,0.000112208116,0.00019578717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000563699,0.00012304432,0.00020191685,0.00032225047,0.00025082618,0.0000498524,0.00025796995,0.00008900115,0.00074663316],"category_scores_gemma":[0.00006706932,0.0001268574,0.00004631917,0.00028705088,0.0002693709,0.00039066005,0.00006106155,0.00024310117,0.00002443631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002321092,0.0005915334,0.48206443,0.0006440841,0.00068359484,0.0030373547,0.0040787407,0.00043091568,0.3360079,0.01909047,0.015583077,0.1354668],"study_design_scores_gemma":[0.002582137,0.0017925167,0.46872655,0.00075215107,0.00015031216,0.000035077195,0.005596943,0.048117585,0.34826943,0.0010519421,0.1216165,0.0013088674],"about_ca_topic_score_codex":0.02023749,"about_ca_topic_score_gemma":0.000024068142,"teacher_disagreement_score":0.13415793,"about_ca_system_score_codex":0.000009970224,"about_ca_system_score_gemma":0.00007670849,"threshold_uncertainty_score":0.9862868},"labels":[],"label_agreement":null},{"id":"W7074201445","doi":"","title":"GAA-FGF14 ataxia (SCA27B): phenotypic profile, natural history progression and 4-aminopyridine treatment response","year":2023,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Royal College of Physicians and Surgeons of Canada","keywords":"Natural history; Spinocerebellar ataxia; Ataxia; Natural history study; Dysautonomia; Disease; Cohort; Dystonia; Progressive supranuclear palsy; Cerebellar ataxia","score_opus":0.01225537000242585,"score_gpt":0.2006691382667643,"score_spread":0.18841376826433845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074201445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99236834,0.0012214639,0.00003305687,0.0014780731,0.00056272454,0.0004420701,0.00062587793,0.0004612256,0.0028071497],"genre_scores_gemma":[0.89563674,0.0003494156,0.0005418639,0.00031877606,0.0000520231,9.3085333e-7,0.0003212448,0.000008515037,0.10277052],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998464,0.00021937735,0.00013315416,0.0004888285,0.0002889418,0.00040568545],"domain_scores_gemma":[0.9992127,0.00019623511,0.00010366663,0.00029276081,0.000039236096,0.0001554354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002719771,0.00024190362,0.00025983923,0.00043964997,0.00042146724,0.00003569808,0.00025563344,0.000095809126,0.00056242617],"category_scores_gemma":[0.000033352273,0.00021583047,0.00010387888,0.0005352695,0.0002601803,0.0010621083,0.00007195021,0.00016149829,0.0003059358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012724999,0.00021955112,0.07849716,0.000148266,0.00019539004,0.0023182074,0.002497361,0.000066546185,0.0023124446,0.0012548678,0.7746235,0.12514171],"study_design_scores_gemma":[0.0027748116,0.0011507832,0.31277874,0.00012372973,0.00009850289,0.00007195451,0.0027354949,0.05711621,0.0013369361,0.00016888541,0.62089235,0.0007516239],"about_ca_topic_score_codex":0.0015173441,"about_ca_topic_score_gemma":0.00014166735,"teacher_disagreement_score":0.23428158,"about_ca_system_score_codex":0.00017989053,"about_ca_system_score_gemma":0.00020232386,"threshold_uncertainty_score":0.8801311},"labels":[],"label_agreement":null},{"id":"W7074202175","doi":"","title":"Transient hypoxia-ischemia in rats: Changes in diffusion- sensitive MR imaging findings, extracellular space, and Na+ -K+ -adenosine triphosphatase and cytochrome oxidase activity","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Extracellular; Transient (computer programming); Cytochrome c oxidase; Enzyme; Adenosine triphosphatase; Electron Transport Complex IV","score_opus":0.010400860870730557,"score_gpt":0.1952806020658813,"score_spread":0.18487974119515074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074202175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99271685,0.0021022907,0.000079954465,0.0035666146,0.000047206493,0.00024735054,0.00007658899,0.00005594727,0.0011072104],"genre_scores_gemma":[0.9973351,0.0010512291,0.0008830759,0.0005109551,0.000022187733,0.0000029902264,0.00002714583,0.0000061681094,0.00016119379],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988033,0.000085276435,0.00015719206,0.0004071201,0.00019018963,0.00035689364],"domain_scores_gemma":[0.9995204,0.00013906766,0.000048947768,0.000136967,0.000015640984,0.00013894252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033756084,0.00019717513,0.00025288318,0.00025789026,0.00010776484,0.00006320715,0.00007733964,0.00007156492,0.00060616125],"category_scores_gemma":[0.000049335482,0.00018113748,0.00002330869,0.00028016334,0.00017612227,0.00029525076,0.000021342701,0.00027498612,0.00001096563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018607758,0.0001619766,0.07415217,0.00010150696,0.00001056756,0.0009392176,0.0031725068,0.000011216119,0.6595241,0.0000325021,0.006824823,0.25488332],"study_design_scores_gemma":[0.0026851085,0.00022477811,0.19377123,0.0004353789,0.000030534553,0.00022755114,0.0011803096,0.26127726,0.53156126,0.00044433857,0.007311455,0.0008507699],"about_ca_topic_score_codex":0.0014462909,"about_ca_topic_score_gemma":0.00014810974,"teacher_disagreement_score":0.26126605,"about_ca_system_score_codex":0.000016342447,"about_ca_system_score_gemma":0.000010343489,"threshold_uncertainty_score":0.73865724},"labels":[],"label_agreement":null},{"id":"W7074202492","doi":"","title":"The cultural and tourist city: the new face of globalization?","year":2017,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Metropolitan area; Face (sociological concept); Globalization; Cultural tourism; Cultural heritage; Tourism geography; Urban tourism; Focus (optics)","score_opus":0.013752766594919481,"score_gpt":0.24864235594503814,"score_spread":0.23488958935011867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074202492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8114996,0.0014780477,0.0013499364,0.027398258,0.00035498568,0.00022192212,0.00005728911,0.000095852185,0.1575441],"genre_scores_gemma":[0.99607867,0.0006203258,0.00027242498,0.0004881197,0.000052612035,8.5611234e-8,0.000007909196,0.0000013766788,0.0024785043],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995243,0.00007072501,0.000057560894,0.00009722025,0.00011978039,0.00013040043],"domain_scores_gemma":[0.99940956,0.00015252846,0.00010376417,0.0002492103,0.000025419162,0.000059498063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025222675,0.00006366836,0.00007062354,0.000017927576,0.00090747944,0.00024308097,0.00043754012,0.000044081404,0.00011235742],"category_scores_gemma":[0.000095122596,0.000037518068,0.000028212939,0.000053434684,0.00048079045,0.0002393824,0.000035098987,0.00008294143,0.000008381957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005006156,0.0000064979163,0.21806417,0.0000074081654,0.000039367853,0.000012479082,0.0020251852,0.00006586404,0.000046711397,0.0060608205,0.5228035,0.25081792],"study_design_scores_gemma":[0.00025724093,0.000039173065,0.3866861,0.000014308765,0.00002245475,0.000014874883,0.0018340121,0.005413373,0.00035440578,0.004835619,0.6004279,0.000100515885],"about_ca_topic_score_codex":0.01570861,"about_ca_topic_score_gemma":0.00039534134,"teacher_disagreement_score":0.2507174,"about_ca_system_score_codex":0.000004531006,"about_ca_system_score_gemma":0.000048823877,"threshold_uncertainty_score":0.99084586},"labels":[],"label_agreement":null},{"id":"W7074211632","doi":"","title":"Abstracts to be delivered at the 7th Annual ‘A Breath of Fresh Air’, Canadian Respiratory Conference, Calgary, Alberta April 24 to 26, 2014, alphebetized according to the surname of the first author. Full-text abstracts appear on the Canadian Respiratory Journal website","year":2014,"lang":"en","type":"article","venue":"PubMed Central","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Durvalumab","score_opus":0.020311627847915518,"score_gpt":0.20282028979644012,"score_spread":0.1825086619485246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074211632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92326427,0.000119047785,0.000010175509,0.06326252,0.001383326,0.0010394866,0.00044531815,0.000025575477,0.010450275],"genre_scores_gemma":[0.9543909,0.000009846551,0.00003737439,0.044444453,0.00031074096,0.000013919441,0.00001059104,0.000018736859,0.0007634659],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960341,0.00044268317,0.000636113,0.00040071088,0.0007825055,0.0017038769],"domain_scores_gemma":[0.9963046,0.000517935,0.00032464042,0.0008138995,0.00022367042,0.0018152917],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035226734,0.00032117852,0.0003336889,0.0002723348,0.0014787426,0.00019902647,0.0017004823,0.00016258274,0.00078881526],"category_scores_gemma":[0.00097496447,0.00016716727,0.00018020469,0.000440531,0.00027758436,0.0001703429,0.00008362335,0.00069844426,0.00019292539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026321018,0.000021250944,0.097627416,0.000014601036,0.000085221734,0.00001583595,0.0051498553,0.007746384,0.00006813693,0.00011496763,0.8656798,0.023213344],"study_design_scores_gemma":[0.00016580975,0.00010409839,0.4706105,0.000055785033,0.000022811839,0.00001512151,0.00075685926,0.00021075223,0.0009245579,0.000019294663,0.5269416,0.00017283499],"about_ca_topic_score_codex":0.8790477,"about_ca_topic_score_gemma":0.98651683,"teacher_disagreement_score":0.37298307,"about_ca_system_score_codex":0.00028120217,"about_ca_system_score_gemma":0.0013814418,"threshold_uncertainty_score":0.9998212},"labels":[],"label_agreement":null},{"id":"W7074217105","doi":"","title":"Into the Fire: Disaster and the Remaking of Gender","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social life; Natural disaster; Gender relations; Vulnerability (computing)","score_opus":0.022691853152202904,"score_gpt":0.215685608159684,"score_spread":0.1929937550074811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074217105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5677706,0.000023572435,0.0002471287,0.0026352387,0.0002195655,0.00044315791,0.000018043385,0.00026908616,0.4283736],"genre_scores_gemma":[0.97250897,0.026644917,0.00018282235,0.0005410882,0.000029922627,2.0953556e-7,0.000009886682,0.0000030669653,0.000079118596],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928993,0.00014678777,0.0000861917,0.00016291592,0.00015251445,0.00016167443],"domain_scores_gemma":[0.9994124,0.00025730729,0.000063345826,0.00021651432,0.000026932103,0.00002347346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037304783,0.00008732963,0.000110038396,0.0010378618,0.0002602566,0.00003064508,0.0002978374,0.00003589464,0.000058836347],"category_scores_gemma":[0.000042442163,0.00004928049,0.00005764615,0.002899538,0.00035814202,0.00017049695,0.00007037299,0.000120240904,0.000024565643],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005220362,0.000026921727,0.038697235,0.00013257997,0.00017003178,0.00009233285,0.13130212,0.00014083288,0.00000671135,0.0035625692,0.014530954,0.8108157],"study_design_scores_gemma":[0.0004126881,0.00002914153,0.0021964507,0.00001903623,0.000032551867,0.0000059970084,0.005581207,0.017477755,0.0001021106,0.00004182462,0.97401166,0.00008958679],"about_ca_topic_score_codex":0.13416827,"about_ca_topic_score_gemma":0.0019096183,"teacher_disagreement_score":0.9594807,"about_ca_system_score_codex":0.000005256629,"about_ca_system_score_gemma":0.000049707698,"threshold_uncertainty_score":0.87159735},"labels":[],"label_agreement":null},{"id":"W7074221574","doi":"","title":"Emotional and Behavioral Symptom Network Structure in Elementary School Girls and Association With Anxiety Disorders and Depression in Adolescence and Early Adulthood. A Network Analysis","year":2018,"lang":"en","type":"article","venue":"Leiden Repository (Leiden University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université de Bordeaux; Institut National de la Santé et de la Recherche Médicale; Universiteit Leiden; McGill University","keywords":"Anxiety; Psychological intervention; Association (psychology); Depression (economics); Prosocial behavior; Mental health; Psychopathology; Conceptualization","score_opus":0.0028365949557559874,"score_gpt":0.17623638237614242,"score_spread":0.17339978742038642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074221574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989655,0.00042017613,0.0001007843,0.00008157885,0.000059966784,0.00017580259,0.000008202293,0.000031862655,0.00015610665],"genre_scores_gemma":[0.99793494,0.0002985926,0.0014272324,0.000105471474,0.00009154684,2.260333e-7,0.000016825657,0.0000034442307,0.00012170065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988203,0.00016572137,0.0001524754,0.0004062327,0.00019813993,0.0002571383],"domain_scores_gemma":[0.9995316,0.000055551223,0.0001317494,0.000106642976,0.000048229933,0.00012621864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019815726,0.0001455624,0.0002036294,0.00027625583,0.0002863944,0.00009688717,0.00009590751,0.00011837171,0.00002161208],"category_scores_gemma":[0.00001037117,0.00013910812,0.000020383153,0.0006706042,0.00015222361,0.0005703686,0.000056427816,0.0002281814,3.4963787e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009721631,0.000007427079,0.995396,0.000009732046,0.000034807465,0.000018828126,0.00019178892,0.00021271747,0.000018306486,0.000003114908,0.00017286108,0.0038371943],"study_design_scores_gemma":[0.000494853,0.00011914038,0.9947244,0.00012877268,0.00012713255,0.000012785123,0.00032567699,0.00359028,0.000033050062,0.000090169786,0.00018202489,0.00017171375],"about_ca_topic_score_codex":0.013099381,"about_ca_topic_score_gemma":0.0069762645,"teacher_disagreement_score":0.0061231162,"about_ca_system_score_codex":0.000036112506,"about_ca_system_score_gemma":0.000032671775,"threshold_uncertainty_score":0.99347246},"labels":[],"label_agreement":null},{"id":"W7074223662","doi":"","title":"Canada and \"Imperial Defense\": A Study of the Origins of the British Commonwealth's Defense Organization, 1867–1919","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Subject (documents); Perspective (graphical); Agency (philosophy); Field (mathematics)","score_opus":0.011226336968092557,"score_gpt":0.18525141111640522,"score_spread":0.17402507414831267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074223662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906373,0.0000015126179,0.000005135773,0.00022436473,0.0002719376,0.00041633926,0.00014699047,0.000062887106,0.008233547],"genre_scores_gemma":[0.9974599,0.0021855927,0.000024005663,0.00025604395,0.000019197501,1.4057589e-7,0.000013516106,0.0000052094542,0.00003637979],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898607,0.00020601587,0.00015307221,0.0001959628,0.0002753944,0.00018350525],"domain_scores_gemma":[0.9992939,0.00010138085,0.00014026242,0.00028934487,0.00013307578,0.00004198411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015262802,0.00010013342,0.00016143169,0.0005934797,0.00049449416,0.000038296756,0.00043557788,0.000041955664,0.000039555518],"category_scores_gemma":[0.00010328218,0.00007798626,0.000035228157,0.006185742,0.00014040837,0.00010884405,0.000113180206,0.00012664593,0.0000013768937],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043830893,0.00007601087,0.97253215,0.000054393695,0.00005819135,0.00004070385,0.005435385,0.00014226016,0.0000058790256,0.00010327101,0.011275652,0.010232257],"study_design_scores_gemma":[0.00088458235,0.00014940466,0.17977354,0.00006122404,0.00007738285,0.000027142934,0.0043908786,0.00078287243,0.0005848842,0.000004172959,0.81307864,0.00018527127],"about_ca_topic_score_codex":0.9971389,"about_ca_topic_score_gemma":0.97799945,"teacher_disagreement_score":0.801803,"about_ca_system_score_codex":0.00004176497,"about_ca_system_score_gemma":0.0009732081,"threshold_uncertainty_score":0.3803299},"labels":[],"label_agreement":null},{"id":"W7074243612","doi":"","title":"Alexithymia modulates the experience of the rubber hand illusion","year":2015,"lang":"en","type":"article","venue":"LillOA (Université de Lille (University Of Lille))","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hyporeflexia; Gestational period; Fusible alloy; Liquation; Articular cartilage damage; Dysgeusia","score_opus":0.01373227250661444,"score_gpt":0.17077283395606715,"score_spread":0.15704056144945272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074243612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96594983,0.00035428352,0.00035308927,0.0027456644,0.00022372851,0.00017012563,0.00004299724,0.00005333952,0.030106919],"genre_scores_gemma":[0.98859,0.00013875632,0.0011487254,0.00036347314,0.000021232434,4.1525826e-8,0.000009627689,0.0000045741185,0.009723591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998789,0.00013376222,0.000118748954,0.00025553923,0.0004210917,0.00028185258],"domain_scores_gemma":[0.99891096,0.00009630831,0.00022683758,0.00048531152,0.00012443999,0.00015612601],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027825971,0.00015203853,0.00022157049,0.00012398664,0.00079996226,0.000015237536,0.0010190025,0.00011711929,0.0014039926],"category_scores_gemma":[0.000035996338,0.00011496433,0.00017636832,0.0005245209,0.001005675,0.00035482954,0.00027815768,0.00017376749,0.000051141647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012611994,0.00018822444,0.5574719,0.00013252323,0.00028601818,0.00013247124,0.2036692,0.003939738,0.0071336296,0.0017479705,0.15799731,0.06603983],"study_design_scores_gemma":[0.0025561294,0.00046246915,0.41738167,0.00026359773,0.00017339764,0.00012809347,0.1472843,0.061549578,0.014487063,0.0013333849,0.35362792,0.0007523851],"about_ca_topic_score_codex":0.018904433,"about_ca_topic_score_gemma":0.00078787544,"teacher_disagreement_score":0.19563062,"about_ca_system_score_codex":0.000048821654,"about_ca_system_score_gemma":0.00010366291,"threshold_uncertainty_score":0.99950886},"labels":[],"label_agreement":null},{"id":"W7074254008","doi":"","title":"The Proterozoic in Canada","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Proterozoic; Precambrian; Paleozoic; Archean; Sequence (biology)","score_opus":0.015532185014702831,"score_gpt":0.19140714077096224,"score_spread":0.17587495575625942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074254008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.524033,0.000003705432,0.000029420153,0.0020411988,0.000452813,0.0005847536,0.000049929193,0.00036121957,0.47244394],"genre_scores_gemma":[0.973825,0.025459277,0.0000789892,0.00045138117,0.000027101443,5.819888e-7,0.000029659619,0.0000038769967,0.00012415615],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991169,0.000090325026,0.00008886708,0.00018922836,0.00018324959,0.00033146184],"domain_scores_gemma":[0.9995771,0.00013022845,0.00003859423,0.0001870753,0.000021814996,0.00004519662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019074115,0.00009315736,0.00008606273,0.0016982458,0.000226439,0.000031926727,0.0003754264,0.000027983191,0.00006007165],"category_scores_gemma":[0.000032104635,0.00007223218,0.000029399382,0.006044487,0.00004980496,0.00016554265,0.000031654374,0.00015617064,0.00007895402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008898225,0.000010348972,0.16842397,0.000024042209,0.000022046393,0.00061123003,0.0011295789,0.00027696212,0.0000010477953,0.00010467913,0.02873622,0.8005709],"study_design_scores_gemma":[0.00015638687,0.000022570763,0.010404752,0.000013755323,0.0000031174518,0.0000031306863,0.0009939697,0.010485275,0.000107900334,0.0000024666015,0.9777029,0.00010374781],"about_ca_topic_score_codex":0.9990372,"about_ca_topic_score_gemma":0.9960295,"teacher_disagreement_score":0.9489667,"about_ca_system_score_codex":0.00007795478,"about_ca_system_score_gemma":0.00087478204,"threshold_uncertainty_score":0.2945543},"labels":[],"label_agreement":null},{"id":"W7074558059","doi":"","title":"Make the Night Hideous: Discourses of Four Canadian Charivaris, 1881-1940","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Narrative; Agency (philosophy); Work (physics)","score_opus":0.021914188394766883,"score_gpt":0.2105318339728857,"score_spread":0.1886176455781188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074558059","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3296835,0.000011174872,0.000100456775,0.0056991754,0.0007289904,0.00063317985,0.00052458537,0.0005633357,0.6620556],"genre_scores_gemma":[0.98074806,0.017679118,0.00018575447,0.00070396444,0.000051050454,3.730729e-7,0.00010886334,0.000007677473,0.0005151428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880844,0.00011641423,0.00013260628,0.00027243097,0.00023977358,0.00043031422],"domain_scores_gemma":[0.99922985,0.00014469241,0.00008760894,0.0003505115,0.000059271457,0.00012804684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025477726,0.00015706294,0.00017447468,0.005405314,0.00038986737,0.000042107713,0.00064459455,0.000080319405,0.00032515015],"category_scores_gemma":[0.000060609924,0.000120884666,0.000103031125,0.005559043,0.00020860131,0.00022100843,0.000044589055,0.00019794848,0.00015268801],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018346557,0.000085740736,0.24506262,0.00018548437,0.0003493495,0.0026087693,0.016015498,0.00031528354,0.000015184282,0.0022626736,0.18354724,0.5493687],"study_design_scores_gemma":[0.00016454478,0.00008531101,0.008558916,0.000033477638,0.00003363104,0.00002373321,0.0015096774,0.0026753014,0.00019737582,0.000011700669,0.9865367,0.00016966336],"about_ca_topic_score_codex":0.94883597,"about_ca_topic_score_gemma":0.56412315,"teacher_disagreement_score":0.8029894,"about_ca_system_score_codex":0.00002963881,"about_ca_system_score_gemma":0.00059546996,"threshold_uncertainty_score":0.49295336},"labels":[],"label_agreement":null},{"id":"W7074561383","doi":"","title":"Psychometric Properties of the Frontal Assessment Battery in Multiple Sclerosis","year":2019,"lang":"pt","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Cognitive impairment; Cognition; Sample (material)","score_opus":0.11089299176125493,"score_gpt":0.3377511991769486,"score_spread":0.22685820741569368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074561383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845327,0.0053067207,0.00006121855,0.0028845365,0.00069277023,0.0022178045,0.00032255866,0.00007603721,0.0039056523],"genre_scores_gemma":[0.9946716,0.0012190294,0.00055650354,0.000107485874,0.00003238972,0.00008967302,0.00003271965,0.000011208715,0.0032794073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99499065,0.00014095216,0.0006157413,0.0009604084,0.002183753,0.0011084822],"domain_scores_gemma":[0.99789804,0.0003943379,0.00025557206,0.00042455507,0.00090847845,0.00011902981],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007462696,0.00025837723,0.00037258517,0.0052837417,0.00093999266,0.0001517833,0.0015443786,0.00026837076,0.0001106399],"category_scores_gemma":[0.0018226278,0.00018322407,0.000093221526,0.009208566,0.002890938,0.00075460674,0.00033550605,0.0008611151,0.000021240294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009088534,0.00030240012,0.87985986,0.00023488149,0.000032191605,9.07148e-7,0.00030064865,0.000007753127,0.029403677,0.000689062,0.013863089,0.075214624],"study_design_scores_gemma":[0.0036474736,0.003716447,0.72250086,0.0021546222,0.000031068987,0.00006130296,0.0063851797,0.1335746,0.10305376,0.011697296,0.01191962,0.0012577772],"about_ca_topic_score_codex":0.002010764,"about_ca_topic_score_gemma":0.00006978923,"teacher_disagreement_score":0.15735903,"about_ca_system_score_codex":0.00021318784,"about_ca_system_score_gemma":0.001833627,"threshold_uncertainty_score":0.9998226},"labels":[],"label_agreement":null},{"id":"W7074562809","doi":"","title":"From Diagnosis to Outcome in Developmental Dysplasia of the Hip","year":2020,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Disease; Clubfoot; Dysplasia; Ultrasound; Health care; Arthropathy","score_opus":0.01744481508837719,"score_gpt":0.1881329101057798,"score_spread":0.1706880950174026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074562809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.779151,0.00007638333,0.000023982571,0.00073965784,0.0015180162,0.00049672247,0.00023186757,0.00016453041,0.21759784],"genre_scores_gemma":[0.93010527,0.00011759952,0.0018727406,0.0003263096,0.00009512225,2.0206072e-7,0.0004572021,0.000016218852,0.06700932],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794084,0.00027802563,0.00033301767,0.0006704102,0.00045455815,0.0003231656],"domain_scores_gemma":[0.99875987,0.00022567817,0.00034447428,0.00035530346,0.00008899449,0.00022567905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011907415,0.00035236272,0.000502541,0.00067703496,0.00032159482,0.0000282371,0.0013409703,0.00039436753,0.0005594536],"category_scores_gemma":[0.00005785225,0.00035850026,0.0002534687,0.0013695755,0.000114341936,0.00027247454,0.000108524444,0.00061292865,0.00007912554],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084767217,0.00013528636,0.91398317,0.00014556438,0.00026592956,0.0011355565,0.006645434,0.00009141102,0.0005551621,0.00012090874,0.027112653,0.048961286],"study_design_scores_gemma":[0.0012250156,0.00017077662,0.21910857,0.0007529877,0.00038441998,0.000013999662,0.03338542,0.00032319504,0.049482558,0.00009922386,0.69396573,0.0010881196],"about_ca_topic_score_codex":0.031395514,"about_ca_topic_score_gemma":0.0020556354,"teacher_disagreement_score":0.6948746,"about_ca_system_score_codex":0.00025893224,"about_ca_system_score_gemma":0.00042021042,"threshold_uncertainty_score":0.9998867},"labels":[],"label_agreement":null},{"id":"W7074563631","doi":"","title":"Poverty Diagnostics in the Philippines: Assessing Impacts of Programs through Generalised Linear Models (GLMs)","year":2011,"lang":"en","type":"article","venue":"ResearchArchive–Te Puna Rangahau (Victoria University of Wellington)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poverty; Population; Categorical variable; Welfare; Quarter (Canadian coin); Government (linguistics); Intervention (counseling); Panel data","score_opus":0.06146492386978882,"score_gpt":0.25441582705422916,"score_spread":0.19295090318444033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074563631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644977,0.0009810689,0.014344521,0.0010255179,0.0003212075,0.0010056971,0.00021440613,0.00012950257,0.017480412],"genre_scores_gemma":[0.98609763,0.003477797,0.0099183535,0.00020181968,0.0000912832,3.279233e-7,0.00013146285,0.000009307227,0.00007204063],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99755573,0.0004966791,0.00031380862,0.00035364594,0.0007354023,0.00054475735],"domain_scores_gemma":[0.9984885,0.0005414511,0.00020829991,0.00045069645,0.00017223602,0.00013884122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011007123,0.00020839409,0.00035992413,0.0002746388,0.00025710947,0.00003185179,0.0010885061,0.000106982276,0.00029118452],"category_scores_gemma":[0.000117590986,0.00016706603,0.00017714944,0.00057728315,0.00058834127,0.0007882588,0.00007658785,0.0004734052,0.000017829821],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035971897,0.0023223548,0.5566674,0.0016978523,0.000552408,0.00071123213,0.2194517,0.0041647255,0.0026824742,0.014142153,0.015036366,0.17897418],"study_design_scores_gemma":[0.007634008,0.002804419,0.10637455,0.0021754084,0.00029987423,0.000052527834,0.0439689,0.6273661,0.024995068,0.099794455,0.082476884,0.0020577624],"about_ca_topic_score_codex":0.053588845,"about_ca_topic_score_gemma":0.0007123739,"teacher_disagreement_score":0.62320143,"about_ca_system_score_codex":0.000018495359,"about_ca_system_score_gemma":0.00019785423,"threshold_uncertainty_score":0.9527134},"labels":[],"label_agreement":null},{"id":"W7074571822","doi":"","title":"Interpreting writing of children with intellectual disabilities: a comparative study","year":2020,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intellectual disability; Reading (process); Literacy; Test (biology); Interpretation (philosophy); Intellectual development","score_opus":0.02878948085624039,"score_gpt":0.24470985623630698,"score_spread":0.2159203753800666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074571822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95306736,0.0001146598,0.002497126,0.0037272323,0.00009276633,0.0005244185,0.00005681916,0.00029867457,0.039620917],"genre_scores_gemma":[0.9968805,0.000010509272,0.002424502,0.00041784783,0.00014408835,0.0000128022575,0.00008377192,0.0000102657905,0.000015744221],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978009,0.00033619136,0.00050668546,0.000494982,0.0004968713,0.00036438042],"domain_scores_gemma":[0.99848473,0.00058627635,0.00023473315,0.00023933918,0.00019062031,0.00026427562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038188382,0.00026953875,0.00040922334,0.00015639684,0.00031470493,0.00010210647,0.00045544162,0.00010417875,0.00019367227],"category_scores_gemma":[0.00065496634,0.00021955666,0.000098388155,0.0005200169,0.000053333755,0.00033373738,0.00007070689,0.00042529535,0.000012977874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002489593,0.0014792943,0.68122196,0.0002505384,0.0010486086,0.000100904545,0.23447454,0.0016230164,0.0007596816,0.050106753,0.006300816,0.02014427],"study_design_scores_gemma":[0.007091756,0.0071697035,0.14920023,0.0011564553,0.0005137558,0.0020580108,0.26909357,0.088801846,0.014930584,0.00049056864,0.45618016,0.003313371],"about_ca_topic_score_codex":0.000024514427,"about_ca_topic_score_gemma":0.00007431551,"teacher_disagreement_score":0.53202176,"about_ca_system_score_codex":0.000041749012,"about_ca_system_score_gemma":0.00018250372,"threshold_uncertainty_score":0.8953261},"labels":[],"label_agreement":null},{"id":"W7074572955","doi":"","title":"Growth, sexual maturity, and reproduction of a female Midland Painted Turtle (Chrysemys picta marginata) afflicted with kyphosis","year":2015,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turtle (robot); Reproduction; Kyphosis; Cohort; Sexual maturity; Range (aeronautics); Bustard; National park","score_opus":0.018701736052029932,"score_gpt":0.18261842574450085,"score_spread":0.16391668969247092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074572955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958303,0.00017676162,0.00033349308,0.0017584965,0.00006444551,0.00011714094,0.000040427978,0.00008012051,0.0015987991],"genre_scores_gemma":[0.99581736,0.00005728769,0.0037189217,0.00004868523,0.000021761874,3.6102815e-8,0.000042997603,0.000003228152,0.00028971088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921286,0.00007114303,0.000065120934,0.0002717655,0.00023607763,0.0001430462],"domain_scores_gemma":[0.99939305,0.000033102264,0.00011454713,0.00021873681,0.00014397109,0.000096593976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003051761,0.00009947687,0.00018501835,0.00014851578,0.00009251852,0.000013298698,0.00016146447,0.00006257431,0.000027416356],"category_scores_gemma":[0.000037642785,0.000097935714,0.000022304806,0.00023680532,0.00025716316,0.00027919532,0.0000381938,0.00010603164,0.000009142248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033406873,0.000048101436,0.971263,0.0000979346,0.00004052683,0.000021609132,0.00081063434,0.0000211085,0.00023996286,0.00002192934,0.023860648,0.003240512],"study_design_scores_gemma":[0.0013935791,0.0012851352,0.92989975,0.000110236135,0.00010571793,0.000087943336,0.04378954,0.0057450263,0.0055568325,0.00027256296,0.011410689,0.0003430126],"about_ca_topic_score_codex":0.040506672,"about_ca_topic_score_gemma":0.021045843,"teacher_disagreement_score":0.042978905,"about_ca_system_score_codex":0.000009966304,"about_ca_system_score_gemma":0.00003356018,"threshold_uncertainty_score":0.9968175},"labels":[],"label_agreement":null},{"id":"W7074582405","doi":"","title":"Exploiting structure for scalable software verification","year":2008,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Microsoft Research","keywords":"Software; Frame (networking); Set (abstract data type); Event (particle physics); Reliability (semiconductor); Subpoena","score_opus":0.010118183034842288,"score_gpt":0.16565204867898856,"score_spread":0.15553386564414626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074582405","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3165883,0.011628949,0.05487867,0.0006485978,0.0041762963,0.0055569587,0.0489668,0.0062752953,0.55128014],"genre_scores_gemma":[0.357974,0.0025943348,0.07068713,0.0005238593,0.00042018594,6.5120923e-7,0.0040568793,0.00017152575,0.56357145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991894,0.00002396189,0.00008150644,0.00033965288,0.00016938939,0.00019609982],"domain_scores_gemma":[0.9994349,0.00003275835,0.00018807742,0.00021087995,0.00006427414,0.000069114154],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005847782,0.000054416614,0.00023592691,0.00007376114,0.00020228807,0.000044941906,0.00030016125,0.00021465056,0.0031349168],"category_scores_gemma":[0.000026338017,0.00018337401,0.0000973522,0.00012980207,0.0002639587,0.00013155698,0.000014430182,0.00011286398,0.000035419846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020620134,0.0000044781514,0.004643333,0.000074553696,0.0000121362655,0.0000083245895,0.00001977911,0.0000022758666,0.0000018472881,5.929558e-8,0.54945654,0.4457746],"study_design_scores_gemma":[0.00071617693,0.000105722196,0.35489246,0.000715354,0.00006304073,0.00007951777,0.0009235363,0.0012944388,0.0000040040964,0.0003342159,0.6403259,0.0005456389],"about_ca_topic_score_codex":0.48883253,"about_ca_topic_score_gemma":0.15881139,"teacher_disagreement_score":0.445229,"about_ca_system_score_codex":0.000009389841,"about_ca_system_score_gemma":0.0000659259,"threshold_uncertainty_score":0.9977763},"labels":[],"label_agreement":null},{"id":"W7074625207","doi":"","title":"An Assessment of the Impact of Antishattering Tips and Artifact Removal Techniques on Cloud Ice Size Distributions Measured by the 2D Cloud Probe","year":2014,"lang":"en","type":"article","venue":"MPG.PuRe (Max Planck Society)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ice crystals; Instrumentation (computer programming); Pixel; Artifact (error); Ice cloud; Cloud computing; Crystal (programming language)","score_opus":0.012539244092994466,"score_gpt":0.2643113125147573,"score_spread":0.25177206842176286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074625207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98700726,0.00015997393,0.0064761178,0.0014046455,0.0002608497,0.00049868034,0.0007357398,0.00017244749,0.0032842802],"genre_scores_gemma":[0.99691087,0.00005821383,0.0022711623,0.00046618312,0.00012837638,0.0000029809728,0.00008821794,0.00000730139,0.0000667195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985734,0.00023907099,0.00027859848,0.0002664912,0.0003651595,0.00027727973],"domain_scores_gemma":[0.99889404,0.00026839183,0.00024069847,0.0004506629,0.00006942561,0.000076801305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000897332,0.00019724692,0.00026523398,0.000018531879,0.0003176131,0.00006549469,0.00040916726,0.000121581426,0.00010581259],"category_scores_gemma":[0.00007913864,0.000111286645,0.00020574043,0.00023000546,0.0002899081,0.00014481971,0.000030625393,0.00033539344,0.0000019243994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010585912,0.00028422577,0.46159762,0.00017668522,0.0002644032,0.0000028734573,0.0013599361,0.000287441,0.0646875,0.0004064082,0.39738432,0.07344272],"study_design_scores_gemma":[0.0010227009,0.0022441132,0.7308065,0.0006210412,0.00019390324,0.00018613467,0.0010345546,0.05339199,0.14159815,0.0067983055,0.06106092,0.0010416543],"about_ca_topic_score_codex":0.0022019448,"about_ca_topic_score_gemma":0.000027497468,"teacher_disagreement_score":0.3363234,"about_ca_system_score_codex":0.000021738419,"about_ca_system_score_gemma":0.00006886952,"threshold_uncertainty_score":0.4538138},"labels":[],"label_agreement":null},{"id":"W7074629660","doi":"","title":"What Determines the Warming Commitment after Cessation of CO2 Emissions?","year":2017,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada","keywords":"Nucleofection; TSG101; Proteogenomics; Fusible alloy; Articular cartilage damage; Pretext","score_opus":0.019432823301669434,"score_gpt":0.22381813580726276,"score_spread":0.20438531250559333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074629660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99166363,0.00021527328,0.00012515274,0.001601294,0.0004472482,0.00012339598,0.00002277972,0.000045995628,0.00575521],"genre_scores_gemma":[0.9967351,0.00032201945,0.00016563445,0.0003606556,0.000033299206,1.4639436e-7,0.000017137447,0.0000022577262,0.0023637384],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936974,0.000060924853,0.00009853012,0.00015985373,0.0001643152,0.00014666351],"domain_scores_gemma":[0.99922705,0.000078301804,0.00015000039,0.00042933904,0.000052130836,0.000063208565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015403847,0.000096053125,0.000109677094,0.00010286365,0.0005292837,0.00012096928,0.00053664786,0.00005165776,0.0005091714],"category_scores_gemma":[0.000025820895,0.000070740316,0.000065451895,0.00008511274,0.000224401,0.000945827,0.00005140324,0.00009817769,0.000026950629],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044788023,0.000009903927,0.9408544,0.000010131314,0.000011111741,0.000024831881,0.00004739664,0.000022208338,0.0000025412792,0.000013476519,0.012119725,0.04683952],"study_design_scores_gemma":[0.0007196361,0.00013203148,0.17878306,0.00028651423,0.00009189661,4.871462e-8,0.031511582,0.008039144,0.016666768,0.0005878136,0.7628279,0.00035366078],"about_ca_topic_score_codex":0.0022361812,"about_ca_topic_score_gemma":0.008178749,"teacher_disagreement_score":0.7620713,"about_ca_system_score_codex":0.000008231456,"about_ca_system_score_gemma":0.000025629695,"threshold_uncertainty_score":0.557507},"labels":[],"label_agreement":null},{"id":"W7074641815","doi":"","title":"Writing Alberta: Building on a Literary Identity","year":2017,"lang":"en","type":"book","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Poetry; Indigenous; Literary criticism; Historiography; History of literature; Literary science; American literature","score_opus":0.07662839217686927,"score_gpt":0.37893829299319853,"score_spread":0.30230990081632925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074641815","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016763884,0.0001959721,0.00009679355,0.00020022067,0.0009643484,0.00068961043,0.000018552235,0.00009796087,0.99606013],"genre_scores_gemma":[0.042450227,0.00024020844,0.00120213,0.0022246048,0.0004655247,0.000014355663,0.0015990385,0.000042590767,0.9517613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975086,0.00012959076,0.0006575483,0.00073808845,0.000629309,0.0003368653],"domain_scores_gemma":[0.9970811,0.00052209146,0.0011528679,0.00092168455,0.00017852195,0.0001437255],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009047342,0.00041768875,0.00069083954,0.00043661142,0.0007795623,0.004767761,0.0049643093,0.0001460432,0.018953577],"category_scores_gemma":[0.00023811744,0.0004139729,0.00019953657,0.000078067686,0.00030732487,0.0079368595,0.0005665041,0.00049374043,0.0017087075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009549706,0.00002968367,0.012837144,0.00021643887,0.00013341682,0.000026030102,0.00010122626,0.000011167192,0.000010517853,0.013700543,0.06096198,0.9118764],"study_design_scores_gemma":[0.00027293427,0.000059074573,0.011107347,0.0013349747,0.000053927834,0.0000075887765,0.0000060300044,0.00052907557,0.0004228389,0.037992146,0.9476435,0.0005705704],"about_ca_topic_score_codex":0.016763741,"about_ca_topic_score_gemma":0.0007263094,"teacher_disagreement_score":0.9113058,"about_ca_system_score_codex":0.0000615568,"about_ca_system_score_gemma":0.00060456066,"threshold_uncertainty_score":0.9998312},"labels":[],"label_agreement":null},{"id":"W7074666945","doi":"","title":"The Great Trek, 1922","year":2011,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Commission; Point (geometry); World War II; Space (punctuation); Clearing; Spanish Civil War; Higher education; First world war","score_opus":0.009429529344759399,"score_gpt":0.15433788027880185,"score_spread":0.14490835093404245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074666945","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030614932,0.0021726552,0.00007327923,0.0001098174,0.0006267905,0.00020428334,0.0005553319,0.00032611654,0.9928702],"genre_scores_gemma":[0.038711865,0.00321348,0.0005344589,0.00018917331,0.00011497915,7.585921e-8,0.0001059706,0.000037948706,0.95709205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916625,0.00005604848,0.00007449666,0.0002816385,0.00019468012,0.00022690817],"domain_scores_gemma":[0.9993692,0.000037489637,0.00015530048,0.000319328,0.0000327549,0.00008593411],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013687806,0.000053821666,0.00020814009,0.000050321076,0.00025830625,0.000076540775,0.0005845328,0.00016724132,0.013016308],"category_scores_gemma":[0.000009858121,0.00014096864,0.00012082155,0.00013271342,0.0006924127,0.00008133648,0.00003268568,0.0001616548,0.00046595332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016072529,0.000003454244,0.0035106165,0.000011048002,0.000015421865,0.00002669019,0.00001322724,4.2403745e-8,4.6803684e-8,2.4116795e-7,0.53639436,0.46002328],"study_design_scores_gemma":[0.00015060739,0.000041379237,0.2751931,0.0001424016,0.000028508613,0.000027285332,0.00030362234,0.000067840905,8.970263e-8,0.00019845192,0.7236885,0.0001582445],"about_ca_topic_score_codex":0.89490616,"about_ca_topic_score_gemma":0.75337946,"teacher_disagreement_score":0.45986503,"about_ca_system_score_codex":0.0000056211825,"about_ca_system_score_gemma":0.000050868177,"threshold_uncertainty_score":0.98788595},"labels":[],"label_agreement":null},{"id":"W7074671314","doi":"","title":"Evolving international management systems: transgenic polities and transparency challenges in realpolitik space in 2050","year":2010,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transparency (behavior); Realpolitik; Corporate governance; Global governance; Transformational leadership; Space (punctuation); Accountability; International relations","score_opus":0.05887517114991505,"score_gpt":0.2703384910852886,"score_spread":0.21146331993537357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074671314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7087749,0.0005709895,0.000031865686,0.0051593212,0.00014555926,0.00022663808,0.000048128622,0.000035164412,0.28500745],"genre_scores_gemma":[0.9940692,0.00388819,0.0006870413,0.000009976072,0.000016272701,1.9543302e-7,0.000016409302,0.0000019129998,0.0013108101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989402,0.00011950017,0.000098338096,0.00021479082,0.00034427768,0.0002828684],"domain_scores_gemma":[0.9996061,0.00010509248,0.000025380896,0.00013378923,0.00005162502,0.0000780341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095833954,0.00006483266,0.000119025986,0.00074297155,0.00008363205,0.000022015245,0.00034509608,0.000060731323,0.00042530955],"category_scores_gemma":[0.00001769837,0.00007336902,0.000024177847,0.00018833816,0.00024800046,0.00030788867,0.000021868602,0.00031912644,0.000010841245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031721876,0.00010056461,0.824628,0.0006144475,0.000047049103,0.00019934947,0.007903408,0.00006929566,0.00019114386,0.09163527,0.0032043934,0.071375355],"study_design_scores_gemma":[0.000571796,0.00008322423,0.9024879,0.00015308824,0.000003699325,0.0000074557884,0.02748389,0.010522053,0.00004749454,0.00238649,0.056121174,0.00013176115],"about_ca_topic_score_codex":0.02770986,"about_ca_topic_score_gemma":0.015950361,"teacher_disagreement_score":0.2852943,"about_ca_system_score_codex":0.00001694066,"about_ca_system_score_gemma":0.00002506694,"threshold_uncertainty_score":0.9787647},"labels":[],"label_agreement":null},{"id":"W7074676459","doi":"","title":"AMCIS 2008 Panel Report: Aging Content on the Web: Issues, Implications, and Potential Research Opportunities","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Order (exchange); Web development; Web 2.0; Server; Web page; Web standards; Web server; Web technology","score_opus":0.164340499449741,"score_gpt":0.30821132708363913,"score_spread":0.14387082763389814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074676459","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36810806,0.0026898063,0.0020781844,0.56604457,0.0060198912,0.00322112,0.0005133169,0.00019327336,0.051131744],"genre_scores_gemma":[0.99525076,0.00030643487,0.000051396175,0.0017396596,0.00019145684,0.000002041448,0.00002191093,0.000001319794,0.002435007],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840325,0.00020054002,0.00057565985,0.00004466288,0.0006274665,0.0001484286],"domain_scores_gemma":[0.997593,0.00029072168,0.0010983614,0.00014279518,0.00083034404,0.000044781445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051471065,0.00006186354,0.00012249863,0.00017055462,0.0005209594,0.00032756606,0.00022738868,0.000053424967,0.000008322548],"category_scores_gemma":[0.0006807101,0.000033653214,0.0000773399,0.00013986077,0.000029056688,0.00073793414,0.0000076915785,0.0002041884,0.000009592977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052127205,0.000015790702,0.022315975,0.000027069906,0.00006960807,0.0000019062608,0.0015003266,0.0007390116,0.00006711711,0.0051568104,0.9329642,0.037090067],"study_design_scores_gemma":[0.00039145545,0.00019128919,0.08677887,0.00014045338,0.000026118512,0.00029430716,0.0073396834,0.0089762015,0.00023871433,0.0015179642,0.8939981,0.00010683351],"about_ca_topic_score_codex":0.0002433531,"about_ca_topic_score_gemma":0.0000016036988,"teacher_disagreement_score":0.6271427,"about_ca_system_score_codex":0.000057707803,"about_ca_system_score_gemma":0.00008608067,"threshold_uncertainty_score":0.4006851},"labels":[],"label_agreement":null},{"id":"W7074694067","doi":"","title":"Montreal Museum of Fine Arts, Collection of Mediterranean Antiquities","year":2010,"lang":"en","type":"other","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mediterranean climate; Mediterranean Islands; Assemblage (archaeology); Archaeological science","score_opus":0.014585351822494033,"score_gpt":0.21573620908797567,"score_spread":0.20115085726548163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074694067","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038522962,0.00035506883,0.00019014282,0.00021421464,0.0006823902,0.00011864495,0.00017061128,0.00016645354,0.99771726],"genre_scores_gemma":[0.046044156,0.00066660135,0.0056065153,0.0002264241,0.0003060363,7.3151614e-7,0.00034870536,0.00004162254,0.9467592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936515,0.00001982663,0.00018694924,0.00013461418,0.00018492289,0.0001085165],"domain_scores_gemma":[0.9995309,0.00003823197,0.00019517487,0.00017487361,0.00002655232,0.000034280274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011086438,0.00011898474,0.00026407227,0.0002990883,0.000019656494,0.0000053901817,0.00014420695,0.00018993433,0.035723027],"category_scores_gemma":[0.000016883938,0.00009082107,0.0000611956,0.00010495593,0.00015732447,0.000033097025,0.000006246899,0.00013116762,0.00002254428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000094871875,0.000008494727,0.0010172181,0.00006291058,0.000015304327,9.718858e-7,0.00006787632,6.081306e-7,0.000043638724,0.0000092209975,0.96465427,0.034110006],"study_design_scores_gemma":[0.0002014941,0.00019970372,0.0017407585,0.00017323466,0.000029476605,0.000008115959,0.00011265066,0.0025962014,0.0104793655,0.00021510232,0.9840514,0.00019251532],"about_ca_topic_score_codex":0.1195317,"about_ca_topic_score_gemma":0.013293481,"teacher_disagreement_score":0.106238216,"about_ca_system_score_codex":8.4894316e-7,"about_ca_system_score_gemma":0.000036120084,"threshold_uncertainty_score":0.96515846},"labels":[],"label_agreement":null},{"id":"W7074716037","doi":"","title":"Capacity investment decisions of two competitive ports under uncertainty:A strategic real options approach","year":2019,"lang":"en","type":"article","venue":"Research portal (Tilburg University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Investment (military); Investment decisions; Key (lock); Strategic planning; Capacity planning","score_opus":0.10027320514965135,"score_gpt":0.29588051381770863,"score_spread":0.19560730866805728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074716037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5387509,0.00003507582,0.00012644737,0.00009897677,0.000061445775,0.00026913648,0.000091146234,0.000055317883,0.46051157],"genre_scores_gemma":[0.9937283,0.00031525994,0.0015417155,0.000093249,0.000022054961,2.8307852e-7,0.00021003032,0.0000044982758,0.0040846313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979245,0.00031405032,0.00019432178,0.00039865443,0.0007063085,0.00046214386],"domain_scores_gemma":[0.99869275,0.0003076123,0.00009292905,0.00037053128,0.00026417783,0.0002719792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081747107,0.00014128954,0.00023358635,0.0006662254,0.00024517303,0.000035093315,0.0004233561,0.00008631997,0.0023287819],"category_scores_gemma":[0.000025137826,0.0001307687,0.000110621615,0.0009630773,0.0005528283,0.00030450596,0.0000666347,0.0004313201,0.00011709059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019031778,0.0003933657,0.11498722,0.00006103014,0.00016979691,0.00026930583,0.00056078937,0.018354498,0.00070634147,0.856699,0.00558625,0.0020220848],"study_design_scores_gemma":[0.007927977,0.004329047,0.18378507,0.0010720582,0.000253624,0.00031723324,0.18654689,0.30144164,0.00511001,0.2220518,0.083938025,0.0032266236],"about_ca_topic_score_codex":0.020555526,"about_ca_topic_score_gemma":0.00034745023,"teacher_disagreement_score":0.6346472,"about_ca_system_score_codex":0.00003711964,"about_ca_system_score_gemma":0.00035294984,"threshold_uncertainty_score":0.9985832},"labels":[],"label_agreement":null},{"id":"W7074742677","doi":"","title":"Coordination, organizations, institutions, and norms in agent systems VI COIN 2010 International Workshops ; COIN@AAMAS 2010, Toronto, Canada, May2010, COIN@MALLOW 2010, Lyon, France, August 2010 ; revised selected papers","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multi-agent system; Government (linguistics)","score_opus":0.011783440103968775,"score_gpt":0.19308620331438284,"score_spread":0.18130276321041405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074742677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7019149,0.016752206,0.009735526,0.019486913,0.052889016,0.006654417,0.0024054814,0.0029148476,0.18724668],"genre_scores_gemma":[0.9125123,0.0016582089,0.0030919055,0.0033057164,0.0001993207,0.000025143738,0.0016519106,0.000030617506,0.07752488],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9974755,0.00014167534,0.0007443496,0.0005637934,0.0005657869,0.00050890516],"domain_scores_gemma":[0.9983723,0.0001096821,0.00027564715,0.00038472054,0.0005586315,0.000299009],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051296,0.0003677397,0.00040564025,0.00023482485,0.000382591,0.00018543297,0.00053127785,0.00023899562,0.011158451],"category_scores_gemma":[0.00022996878,0.00032231875,0.00004058109,0.00070105016,0.00021806337,0.0009628474,0.00004873925,0.000359459,0.00014762096],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030756502,0.000054511576,0.31705216,0.00004507938,0.00004635299,0.00002286173,0.00025999264,0.00012508724,0.000071937735,0.0002683522,0.67930794,0.0027149739],"study_design_scores_gemma":[0.0011681805,0.000083115425,0.6891287,0.00025350842,0.00004323708,0.000117740296,0.001473409,0.02575211,0.00030825377,0.00004173451,0.2808437,0.0007863296],"about_ca_topic_score_codex":0.9029617,"about_ca_topic_score_gemma":0.6605946,"teacher_disagreement_score":0.39846426,"about_ca_system_score_codex":0.00016234902,"about_ca_system_score_gemma":0.00084792706,"threshold_uncertainty_score":0.9999229},"labels":[],"label_agreement":null},{"id":"W7075287887","doi":"","title":"Estudo comparativo de matrizes dérmicas de colágeno bovino com e sem lâmina de silicone no tratamento da contratura cicatricial pós-queimadura - Análise clínica e histológica","year":2017,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Silicone; Vocal folds; Larynx; Wound healing; Prospective cohort study; Significant difference; Head and neck; Scars; Oral cavity","score_opus":0.019168061402163043,"score_gpt":0.2550390454483678,"score_spread":0.23587098404620477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075287887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92962724,0.0092899725,0.0009432509,0.028417053,0.0012881445,0.0014093844,0.0014122692,0.00095810555,0.026654601],"genre_scores_gemma":[0.9654619,0.0023758665,0.007450647,0.013999616,0.0007696659,0.000028597055,0.00039832346,0.000077447265,0.009437898],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99424654,0.0008065709,0.0010402994,0.0012562515,0.00067381235,0.0019765287],"domain_scores_gemma":[0.9949675,0.0006539774,0.0012576705,0.0017768481,0.00010102202,0.001242964],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006205843,0.000928426,0.0014060498,0.00035541508,0.0019850635,0.0012071701,0.0029794204,0.0003986718,0.00495651],"category_scores_gemma":[0.00024307337,0.00092121883,0.00053617964,0.0005782657,0.0021895773,0.0023261225,0.00028473194,0.0011100656,0.00077570265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006415682,0.0002397144,0.33515123,0.00006795091,0.00019404323,0.00042722034,0.0010843455,0.000020556423,0.0009466234,0.00018358488,0.6466686,0.014374565],"study_design_scores_gemma":[0.002519081,0.0022867746,0.32759303,0.0002762143,0.00055509235,0.00024886642,0.0014635636,0.040938273,0.007829784,0.00045075925,0.61360544,0.0022330936],"about_ca_topic_score_codex":0.1171489,"about_ca_topic_score_gemma":0.00012543795,"teacher_disagreement_score":0.11702346,"about_ca_system_score_codex":0.00018083831,"about_ca_system_score_gemma":0.001668621,"threshold_uncertainty_score":0.99982965},"labels":[],"label_agreement":null},{"id":"W7075334771","doi":"","title":"Les changements climatiques au Nunavik : de l’évaluation des impacts à une gestion intégrée des transitions pour la conservation des écosystèmes","year":2013,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Western europe; Mediterranean climate; Deforestation (computer science)","score_opus":0.2922531244775179,"score_gpt":0.48273666489549955,"score_spread":0.19048354041798166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075334771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555059,0.024098229,0.010665067,0.004310609,0.00031675777,0.00069081853,0.00014822815,0.00011229437,0.004152073],"genre_scores_gemma":[0.93296045,0.05368537,0.011545862,0.0007599916,0.00016729119,0.000038160924,0.00014590002,0.000028397704,0.0006685738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959683,0.0015106435,0.0008647779,0.00039022832,0.0005783301,0.000687724],"domain_scores_gemma":[0.99715847,0.0007194867,0.000701074,0.0002638701,0.00076986547,0.00038722958],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003415863,0.0003989623,0.0005421771,0.0007793128,0.0011584946,0.0018618903,0.001007612,0.0002636895,0.014153418],"category_scores_gemma":[0.00067825546,0.00037993875,0.00018126852,0.0010254874,0.0009483388,0.006669183,0.0001046717,0.0004404218,0.0000950925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046090947,0.00014481245,0.5048406,0.0003319113,0.00009344646,0.0000075816265,0.0038721806,0.00031774593,0.0101161245,0.000030447218,0.02627413,0.45392492],"study_design_scores_gemma":[0.0003516735,0.00004495322,0.87566334,0.0034547881,0.00017086897,0.000059327842,0.001041594,0.019053662,0.012249021,0.085047804,0.0024751683,0.00038781203],"about_ca_topic_score_codex":0.42406905,"about_ca_topic_score_gemma":0.0069325506,"teacher_disagreement_score":0.4535371,"about_ca_system_score_codex":0.0003564366,"about_ca_system_score_gemma":0.00049741915,"threshold_uncertainty_score":0.99986523},"labels":[],"label_agreement":null},{"id":"W7075705873","doi":"","title":"Laboratory studies of bromide oxidation in the presence of ozone: Evidence for glass-surface mediated reaction","year":2010,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; York University; National Science Foundation","keywords":"Bromine; Ozone; Bromide; Halogen; Sodium bromide; Reactivity (psychology); Reaction rate constant; Aqueous solution; Halide","score_opus":0.030951453300567484,"score_gpt":0.21450103823570865,"score_spread":0.18354958493514117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075705873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928571,0.0001535663,0.00008466436,0.0005399844,0.00013975511,0.00026009834,0.00042465876,0.00009088325,0.0054493193],"genre_scores_gemma":[0.99734974,0.00023719903,0.001030191,0.00007355472,0.000016656331,2.6429836e-8,0.0001319739,0.000003154944,0.0011574877],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991654,0.00010238258,0.0001425923,0.00022694489,0.0002001606,0.00016248302],"domain_scores_gemma":[0.99820167,0.0012271944,0.00020660672,0.00023190714,0.00007925963,0.000053348336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015999498,0.00011590898,0.00018950479,0.000258479,0.00012583804,0.00003334107,0.00061218103,0.00009032653,0.000040710038],"category_scores_gemma":[0.00020067143,0.00010712607,0.00007565472,0.0011084424,0.00037443993,0.003075937,0.000050294926,0.00018400932,0.000009414866],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027956842,0.00027178408,0.898666,0.00044637735,0.0001810154,0.00008741538,0.0033048408,0.00046509458,0.012595488,0.005922612,0.067140765,0.008122881],"study_design_scores_gemma":[0.0027784987,0.0013679147,0.1583367,0.0009926932,0.00021246474,0.000013858118,0.07386084,0.005018584,0.03674874,0.001722206,0.7178387,0.001108808],"about_ca_topic_score_codex":0.0003663701,"about_ca_topic_score_gemma":0.00008092105,"teacher_disagreement_score":0.7403293,"about_ca_system_score_codex":0.000010569515,"about_ca_system_score_gemma":0.00014300732,"threshold_uncertainty_score":0.43684745},"labels":[],"label_agreement":null},{"id":"W7075956452","doi":"10.26418/ekha.v6i2.64602","title":"INTERVENSI DEWA DALAM MENGATUR KEHIDUPAN MANUSIA DALAM LEGENDA CHANG E","year":2023,"lang":"id","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Key (lock); Turkish","score_opus":0.2728231429045667,"score_gpt":0.508550238412051,"score_spread":0.23572709550748433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075956452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90725976,0.0449149,0.00014021015,0.0018140567,0.006925413,0.0011814527,0.0003986228,0.00053637015,0.03682923],"genre_scores_gemma":[0.9401203,0.04356487,0.00022096095,0.0017706681,0.00077469967,0.000015641892,0.00033808895,0.000074563075,0.013120216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937572,0.00090155256,0.0015153569,0.00096383423,0.0014372392,0.0014248139],"domain_scores_gemma":[0.9960212,0.00060712034,0.0013021652,0.0009294058,0.0003318878,0.00080822164],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0041291113,0.0007773448,0.001349968,0.0020647994,0.0008634341,0.0026603413,0.004816411,0.00034089113,0.024698216],"category_scores_gemma":[0.0004113083,0.00071841327,0.00057198375,0.002761232,0.00042478,0.004672791,0.0013083434,0.0012780214,0.0008072009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013895618,0.00013206615,0.5076543,0.0002589185,0.0002837682,0.00017692488,0.000694252,0.00005482606,0.003964072,0.000035612757,0.434045,0.05256129],"study_design_scores_gemma":[0.00053215405,0.00006269463,0.6909499,0.0015286186,0.00016789495,0.00007933943,0.00080745906,0.0030562407,0.042109597,0.0012929066,0.25840542,0.001007764],"about_ca_topic_score_codex":0.0063380687,"about_ca_topic_score_gemma":0.00011453274,"teacher_disagreement_score":0.18329558,"about_ca_system_score_codex":0.00007350524,"about_ca_system_score_gemma":0.00024316928,"threshold_uncertainty_score":0.9999708},"labels":[],"label_agreement":null},{"id":"W7084957645","doi":"10.6084/m9.figshare.30291994","title":"Additional file 5 of Machine learning-based radiomics using magnetic resonance images for prediction of clinical complete response to neoadjuvant chemotherapy in patients with muscle-invasive bladder cancer","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Radiomics; Magnetic resonance imaging; Bladder cancer; Chemotherapy; Complete response; Patient data","score_opus":0.029008641459867625,"score_gpt":0.2677364186270578,"score_spread":0.2387277771671902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084957645","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000772397,0.00016486857,0.0000019702445,0.000040030576,0.00004385215,0.00052394293,0.9991253,0.000017068878,0.0000057153597],"genre_scores_gemma":[0.000023465862,0.000015675976,0.0018964171,0.0007096557,0.00004519387,0.00008280107,0.99714684,0.0000056570684,0.00007427225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861807,0.00016026883,0.0004539234,0.00033196766,0.00025870433,0.00017706786],"domain_scores_gemma":[0.99614745,0.0029487545,0.0003855846,0.00021931327,0.00024214028,0.00005675531],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011669249,0.0001830932,0.0003993213,0.00024650246,0.000054575168,0.000012451512,0.0002473624,0.0001489623,0.7724892],"category_scores_gemma":[0.002836097,0.00016168645,0.00009156048,0.00024145801,0.000040205836,0.00005733138,0.000017489823,0.00025867863,0.000009614334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012771849,0.000040232193,0.00047949987,0.00018160658,0.000010345565,0.0000017282774,0.0000045955726,0.0007525573,2.6155635e-7,9.956546e-10,0.98818386,0.009068147],"study_design_scores_gemma":[0.0009051756,0.00080335664,0.069062114,0.0052009793,0.000014068939,2.7327823e-7,0.00000359303,0.014292094,0.000016503438,7.327386e-7,0.90956664,0.00013443839],"about_ca_topic_score_codex":0.0008766987,"about_ca_topic_score_gemma":0.00012884024,"teacher_disagreement_score":0.7724796,"about_ca_system_score_codex":0.00001749613,"about_ca_system_score_gemma":0.00057805714,"threshold_uncertainty_score":0.6593382},"labels":[],"label_agreement":null},{"id":"W7095123349","doi":"","title":"Inversion and interpretation of multicomponent seismic data:","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Seismogram; Seismic inversion; Oil shale; Synthetic seismogram; Cretaceous; Interpretation (philosophy); Seismic to simulation; Electrical impedance","score_opus":0.046436034542973945,"score_gpt":0.25190613012717733,"score_spread":0.20547009558420337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095123349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976572,0.00028865683,0.012644528,0.00092672446,0.00019918491,0.000080337406,0.000028786118,0.00008289456,0.009176909],"genre_scores_gemma":[0.99344796,0.000028248858,0.005562089,0.0007393785,0.000009184405,4.5396927e-8,0.00010638312,7.3906233e-7,0.00010599885],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996203,0.000026481774,0.00008746448,0.00011089636,0.000098118486,0.000056716603],"domain_scores_gemma":[0.9997078,0.000031833817,0.00003226752,0.0001465599,0.000023449495,0.000058076283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020900104,0.000039145725,0.000062896375,0.000049166454,0.000016429847,0.0000100524085,0.00011982649,0.000018139874,0.00006577626],"category_scores_gemma":[0.000033951408,0.000029460904,0.0000065426407,0.000041963827,0.000052457188,0.0002612679,0.000028395714,0.00003265872,0.000029709172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071944356,0.000015041689,0.095893435,0.000022013975,0.000009496145,0.0000019403444,0.00073627,0.0004610012,0.00012100331,0.000028570284,0.070004836,0.83263445],"study_design_scores_gemma":[0.00013773797,0.000046933685,0.0022426534,0.000010825352,0.000004361391,0.0000033578017,0.00042668518,0.9863482,0.0011717862,0.0003550161,0.009211445,0.000040965722],"about_ca_topic_score_codex":0.005747898,"about_ca_topic_score_gemma":0.000019023159,"teacher_disagreement_score":0.9858872,"about_ca_system_score_codex":0.0000014905963,"about_ca_system_score_gemma":0.000014486199,"threshold_uncertainty_score":0.86891407},"labels":[],"label_agreement":null},{"id":"W7095303787","doi":"","title":"Improving the Image: 5D Interpolation and COV Gathering of a MegaBin ™ Survey","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Azimuth; Offset (computer science); Interpolation (computer graphics); Data processing; Multivariate interpolation","score_opus":0.03530681247278636,"score_gpt":0.23113360994865823,"score_spread":0.19582679747587187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095303787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773984,0.0002020261,0.012424603,0.00029628677,0.000105548126,0.000081153776,0.0000108175145,0.00006281606,0.009418376],"genre_scores_gemma":[0.99618506,0.0000056989065,0.003341858,0.0003239134,0.000010279715,1.4489278e-7,0.0000074482086,0.0000010875685,0.00012450729],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962413,0.000068247624,0.0000867696,0.000072487856,0.000079893,0.00006844862],"domain_scores_gemma":[0.9997173,0.00009519296,0.00004057064,0.00007840085,0.0000410546,0.000027473561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008079691,0.000040172155,0.00005634757,0.000025979387,0.00003322557,0.000030093439,0.000076266224,0.000015376067,0.00009159675],"category_scores_gemma":[0.00012803706,0.00002361868,0.000010145652,0.000063695334,0.000070403155,0.00014931819,0.000011701923,0.000045244222,0.0000095575715],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054911325,0.0000070927313,0.7595283,0.000017448016,0.000009716246,9.766717e-7,0.0013868506,0.00001689218,0.0033840549,0.000046479283,0.01737692,0.21817036],"study_design_scores_gemma":[0.00025909257,0.00015185644,0.20977633,0.000018644194,0.000007615256,0.000013942893,0.0019373127,0.76327753,0.021209156,0.00088446884,0.0023217206,0.00014235478],"about_ca_topic_score_codex":0.057644848,"about_ca_topic_score_gemma":0.00044665782,"teacher_disagreement_score":0.7632606,"about_ca_system_score_codex":0.0000012192544,"about_ca_system_score_gemma":0.000017880942,"threshold_uncertainty_score":0.9486304},"labels":[],"label_agreement":null},{"id":"W7095665128","doi":"","title":"Summary","year":2009,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overburden; Transverse isotropy; Normal moveout; Interval (graph theory); Computation; Amplitude; Anisotropy; Symmetry (geometry); Inversion (geology)","score_opus":0.011425917880374031,"score_gpt":0.20806821518366442,"score_spread":0.1966422973032904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095665128","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021777943,0.00015849114,0.0007254447,0.0035229665,0.00008287352,0.000025778341,0.0000017435868,0.0002890867,0.9734157],"genre_scores_gemma":[0.9736318,0.000025422758,0.003445379,0.018183792,0.000029522387,1.5531707e-8,0.00001098703,2.5380845e-7,0.004672819],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997668,0.0000063452435,0.00003744645,0.000058157053,0.00005358476,0.0000776127],"domain_scores_gemma":[0.9998901,0.000009381807,0.0000062782947,0.00005889588,0.000005238615,0.000030135556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053875225,0.000027728081,0.000029046427,0.000024458312,0.000033229302,0.0000128896245,0.000062363324,0.000012395671,0.003361374],"category_scores_gemma":[0.0000043080126,0.000019893727,0.000014368789,0.00004864525,0.0000107711285,0.00008022279,6.7627894e-7,0.000029266297,0.00041612328],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020085072,0.0000021300646,0.013869251,2.508826e-7,4.2963217e-7,0.000002180721,0.000008322509,0.000003893542,0.0000138528685,0.0001981745,0.32223043,0.66366905],"study_design_scores_gemma":[0.00010133455,0.00016704304,0.19681352,0.0000070534325,0.0000024406681,0.000014114594,0.00005726202,0.01968851,0.004763098,0.019445019,0.7587831,0.00015750153],"about_ca_topic_score_codex":0.00065047713,"about_ca_topic_score_gemma":0.000003671209,"teacher_disagreement_score":0.96874285,"about_ca_system_score_codex":4.1034903e-7,"about_ca_system_score_gemma":0.000004856761,"threshold_uncertainty_score":0.9975497},"labels":[],"label_agreement":null},{"id":"W7095699763","doi":"","title":"Ground roll removal from a deep 3-D re\\nection dataset using Physical Wavelet Frame","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frame (networking); Precambrian; Noise (video); Noise reduction; Wavelet; Wavelet transform","score_opus":0.0225551445155593,"score_gpt":0.24139745479278416,"score_spread":0.21884231027722487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095699763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9432385,0.000046064928,0.035592888,0.00053758995,0.00043495843,0.00010124066,0.00046038517,0.00029666026,0.019291744],"genre_scores_gemma":[0.9692168,0.000006307064,0.02393528,0.004188487,0.0004140892,2.0575467e-7,0.0021453951,0.0000040213286,0.00008938301],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999113,0.0000863842,0.000120182616,0.00027512675,0.00020143778,0.00020382256],"domain_scores_gemma":[0.99946296,0.00013030916,0.00004869786,0.0002594745,0.000016435768,0.000082136496],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019606191,0.00011244981,0.00014083764,0.00005532388,0.00015191225,0.00008566909,0.0001620911,0.000057520916,0.0016167014],"category_scores_gemma":[0.000047535315,0.00008956275,0.00004218922,0.000114394155,0.000060749026,0.00032191968,0.000015232707,0.00014620449,0.00035364964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016644594,0.000120579134,0.019211166,0.000022075585,0.00007084007,0.000041260962,0.00075254997,0.0010614535,0.0022746383,0.00028808706,0.22137411,0.7546168],"study_design_scores_gemma":[0.0001430649,0.000062637766,0.0035568823,0.00000845861,0.000015368625,0.00001640955,0.00009758949,0.88080454,0.0013605464,0.0063459487,0.10743694,0.0001516053],"about_ca_topic_score_codex":0.060482558,"about_ca_topic_score_gemma":0.0003100473,"teacher_disagreement_score":0.8797431,"about_ca_system_score_codex":0.0000060338175,"about_ca_system_score_gemma":0.0000120980785,"threshold_uncertainty_score":0.99929595},"labels":[],"label_agreement":null},{"id":"W7096215113","doi":"","title":"CWP-563 Migration velocity analysis and imaging for tilted TI media","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transverse plane; Isotropy; Tectonics; Foothills; Transverse isotropy; Displacement (psychology)","score_opus":0.017303790877089692,"score_gpt":0.21304510932397155,"score_spread":0.19574131844688186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096215113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377238,0.00030421503,0.05408127,0.0021715858,0.00011303731,0.00014079448,0.00005054974,0.00025159217,0.0051631527],"genre_scores_gemma":[0.9826841,0.00008812133,0.015233354,0.0013991746,0.000034976652,7.8338e-7,0.00018992799,0.0000013287606,0.000368247],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994949,0.000017870614,0.000103329025,0.00015830682,0.00010016843,0.0001254219],"domain_scores_gemma":[0.9996837,0.00010604272,0.000031566866,0.000082626735,0.000038765244,0.000057297613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015185769,0.00006525812,0.00010486575,0.00015271796,0.00017018824,0.000023132054,0.000060555616,0.000022677157,0.0005296164],"category_scores_gemma":[0.000043403077,0.000051442275,0.00004965135,0.00026159873,0.00007193093,0.00016969928,0.000003894918,0.000037830494,0.000016660277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012949489,0.0000050895246,0.8761658,0.0000048437482,0.000030925155,0.0000025023003,0.0003764682,0.00002163817,0.00004613226,0.000014554065,0.03170801,0.0916111],"study_design_scores_gemma":[0.00014460833,0.000018180797,0.45073512,0.0000019942538,0.000073723044,0.000009910032,0.0001373539,0.53278846,0.0031557821,0.0004928455,0.012320603,0.0001214118],"about_ca_topic_score_codex":0.008491869,"about_ca_topic_score_gemma":0.00063701597,"teacher_disagreement_score":0.5327668,"about_ca_system_score_codex":0.000002031407,"about_ca_system_score_gemma":0.000014723768,"threshold_uncertainty_score":0.99811065},"labels":[],"label_agreement":null},{"id":"W7096703456","doi":"","title":"Analysis of scattered signal to estimate reservoir fracture parameters","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fracture (geology); Coda; Orientation (vector space); Scattering; SIGNAL (programming language); Time domain; Attenuation; Wavelength","score_opus":0.01781316541372283,"score_gpt":0.27565886800697603,"score_spread":0.2578457025932532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096703456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93926394,0.000029130546,0.04925133,0.0012691589,0.000043684195,0.0000749814,0.000019054196,0.000093804614,0.009954902],"genre_scores_gemma":[0.96902657,0.0000014958127,0.024980348,0.005621393,0.000008353014,1.285022e-7,0.00005328232,0.0000013863653,0.00030704244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921894,0.000020403819,0.00018950026,0.00016670437,0.00020202433,0.00020242803],"domain_scores_gemma":[0.999473,0.00014084335,0.000051116946,0.00017941825,0.000038856873,0.00011678672],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004765131,0.000076919954,0.00017100254,0.00042867012,0.00004555366,0.000019356386,0.00018904555,0.000041449985,0.0032374936],"category_scores_gemma":[0.000026934464,0.00005726611,0.00009037328,0.0008133286,0.00004270394,0.000087381835,0.000007935461,0.00006692067,0.00006519298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007760538,0.000014790551,0.8626858,0.000007305579,0.00019840733,0.000009122443,0.00025753558,0.038533766,0.00022581372,0.0000071797576,0.03224947,0.06573322],"study_design_scores_gemma":[0.0001044489,0.00016599213,0.7923187,0.000014797635,0.00021055213,0.0000020918355,0.00023664699,0.14474002,0.0485518,0.0002822956,0.013154275,0.00021837457],"about_ca_topic_score_codex":0.010302332,"about_ca_topic_score_gemma":0.00047763425,"teacher_disagreement_score":0.10620625,"about_ca_system_score_codex":0.0000027236786,"about_ca_system_score_gemma":0.0000103286775,"threshold_uncertainty_score":0.9976737},"labels":[],"label_agreement":null},{"id":"W7096994075","doi":"","title":"Orthorhombic Velocity Model Building for","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Oil shale; Microseism; Orthorhombic crystal system; Quartz; Fracture (geology); Kerogen; Permeability (electromagnetism)","score_opus":0.02541265310103397,"score_gpt":0.24006161537221918,"score_spread":0.2146489622711852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096994075","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12204582,0.00003650379,0.85732836,0.0024192987,0.00011851634,0.00011768481,0.00003466717,0.00027597367,0.017623167],"genre_scores_gemma":[0.9127921,0.000016065695,0.08199605,0.0016146614,0.000029480103,0.0000010178292,0.0000037975615,0.0000016342965,0.0035452328],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995623,0.000007272052,0.00007373519,0.00013072774,0.0000694648,0.00015650073],"domain_scores_gemma":[0.99973935,0.00008235205,0.000019013269,0.000088411914,0.000022931368,0.00004791701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001678274,0.000052418225,0.000059157566,0.000034600296,0.00008215431,0.000013100123,0.00010178106,0.000027542006,0.0006694905],"category_scores_gemma":[0.000036046666,0.000028925833,0.000037308197,0.000037646416,0.000034282726,0.00014805704,0.000004314234,0.000019595132,0.000065693326],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001799408,0.0000041873313,0.017099258,0.000005454714,0.000004634123,3.8175136e-7,0.000019209343,0.00012915664,0.00061529956,0.002252812,0.07176969,0.90808195],"study_design_scores_gemma":[0.0002826641,0.00006315704,0.002466656,0.000019010124,0.0000057494053,0.0000033983088,0.000018010902,0.87025297,0.02104248,0.0520033,0.053660937,0.0001816506],"about_ca_topic_score_codex":0.00032537163,"about_ca_topic_score_gemma":0.000010692414,"teacher_disagreement_score":0.9079003,"about_ca_system_score_codex":0.000002429817,"about_ca_system_score_gemma":0.000020784883,"threshold_uncertainty_score":0.73304516},"labels":[],"label_agreement":null},{"id":"W7097085919","doi":"","title":"Operational Procedures of Contributing Agencies Geological Survey of Canada: Canadian National Seismic Network Excerpt from the Summary of the Bulletin of the International Seismological Centre Contents","year":2016,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geological survey; Population; Research methodology; Seismic survey","score_opus":0.02033788810090709,"score_gpt":0.19146132200980692,"score_spread":0.17112343390889984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097085919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95345324,0.00019597246,0.00010132584,0.038452044,0.00044553593,0.0002479358,0.0030639572,0.000007812773,0.004032191],"genre_scores_gemma":[0.9928552,0.000016674787,0.00008119488,0.006050441,0.00003959062,6.3739833e-7,0.000079428115,0.0000013638127,0.00087546854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847436,0.00027522683,0.00037095632,0.00013559005,0.00054258807,0.00020128908],"domain_scores_gemma":[0.99791014,0.0011734575,0.00024606308,0.00012774624,0.0004980378,0.0000445336],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008179716,0.0000887057,0.00016793425,0.000016855889,0.00015171891,0.0000068983527,0.00069028675,0.000060349506,0.0022754017],"category_scores_gemma":[0.001637118,0.000034124758,0.00006311419,0.00011253897,0.0004015043,0.00002800356,0.000066098866,0.00009070015,0.0000010621645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026678608,0.0000061804553,0.83425146,0.0000020674079,0.0000313448,2.77414e-7,0.000028193886,0.00083021325,0.00004169758,0.00029672295,0.16413145,0.00035372862],"study_design_scores_gemma":[0.0001741634,0.000014587224,0.98398054,0.00007583062,0.0000058379105,0.0000024492672,0.00012880187,0.0038571602,0.0020118176,0.00058109354,0.009114768,0.000052976186],"about_ca_topic_score_codex":0.9787542,"about_ca_topic_score_gemma":0.8595655,"teacher_disagreement_score":0.15501668,"about_ca_system_score_codex":0.00003511868,"about_ca_system_score_gemma":0.0014052143,"threshold_uncertainty_score":0.99863666},"labels":[],"label_agreement":null},{"id":"W7097494078","doi":"","title":"Summary","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Logarithm; Offset (computer science); Attenuation; Range (aeronautics); SIGNAL (programming language); Spectral analysis","score_opus":0.03112861772552976,"score_gpt":0.2233855571750611,"score_spread":0.19225693944953132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097494078","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021756295,0.00019205947,0.0007691768,0.0011579485,0.00021037442,0.000023224327,0.0000023896985,0.00024132006,0.9756472],"genre_scores_gemma":[0.9763366,0.000010883366,0.005894004,0.006655971,0.000050842165,7.583094e-8,0.000019778416,7.147382e-7,0.011031103],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997529,0.000010284435,0.000035647565,0.000054064654,0.0000763513,0.00007079918],"domain_scores_gemma":[0.9998384,0.000010463294,0.0000064026885,0.00005932346,0.000013197877,0.000072203344],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000116787356,0.000025784038,0.000028282604,0.000022592214,0.000017261927,0.000012613261,0.0000636741,0.000012105746,0.0014747876],"category_scores_gemma":[0.000013531405,0.000018233728,0.000009991459,0.000047566296,0.000019123778,0.00008913933,0.0000025249076,0.000026243355,0.0010253473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026795353,0.0000012977306,0.08146742,4.0388846e-7,7.3234315e-7,0.0000022414692,0.000024264375,0.00000980794,9.850853e-7,0.000073505405,0.8115083,0.10690835],"study_design_scores_gemma":[0.00008702906,0.000046664198,0.006187761,0.000002330887,0.0000012215542,0.000008658131,0.00019822181,0.017525723,0.000926303,0.00482257,0.97012293,0.00007059483],"about_ca_topic_score_codex":0.004133153,"about_ca_topic_score_gemma":0.00001685407,"teacher_disagreement_score":0.9646161,"about_ca_system_score_codex":7.9472096e-7,"about_ca_system_score_gemma":0.000017047929,"threshold_uncertainty_score":0.99975246},"labels":[],"label_agreement":null},{"id":"W7097586408","doi":"","title":"synthetic seismograms from the Jeanne d&amp;apos;Arc basin, offshore Newfoundland","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismogram; Petrophysics; Lithology; Submarine pipeline; Synthetic seismogram; Structural basin; Scale (ratio)","score_opus":0.08438359234061353,"score_gpt":0.27155123053432373,"score_spread":0.18716763819371018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097586408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7497786,0.0022152239,0.007017541,0.040418673,0.0018090633,0.00047708873,0.00020797539,0.001058469,0.19701731],"genre_scores_gemma":[0.9750331,0.000060749662,0.0039229663,0.014938218,0.00024861842,0.0000010968698,0.00024701055,0.000006178375,0.005542029],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881715,0.00011595641,0.00017171881,0.00027216334,0.0003338909,0.00028914583],"domain_scores_gemma":[0.99900186,0.00027088993,0.000048876078,0.00042513487,0.000060395487,0.00019282926],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004716411,0.00015060935,0.00015412258,0.000037918,0.00016306342,0.00015240151,0.00041754256,0.0000658154,0.0035694619],"category_scores_gemma":[0.00011948342,0.00008524046,0.00006812164,0.0001761028,0.00017869422,0.00017811748,0.000022913098,0.00017344834,0.0016254758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032847758,0.000015527234,0.28832626,0.0000019486179,0.000019905328,0.0000060635457,0.0005850707,0.00006317736,0.0000038182397,0.000056602556,0.5442313,0.16665749],"study_design_scores_gemma":[0.00019814057,0.00006253422,0.016947713,0.000019000554,0.000020028137,0.000017340293,0.00066001527,0.010142298,0.000112132075,0.00498238,0.9666588,0.00017963648],"about_ca_topic_score_codex":0.13445407,"about_ca_topic_score_gemma":0.0032315296,"teacher_disagreement_score":0.4224275,"about_ca_system_score_codex":0.0000078961575,"about_ca_system_score_gemma":0.000059496833,"threshold_uncertainty_score":0.9991519},"labels":[],"label_agreement":null},{"id":"W7097893631","doi":"","title":"P-PandP-SVseismicdatafromLousana Analysis of P-P and P-SV seismic data from Lousana,","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic to simulation; Offset (computer science); Synthetic data; Seismic inversion; Data quality; Lithology; Ooid; Borehole; Reservoir modeling; North sea","score_opus":0.029076965298801116,"score_gpt":0.24234490663201205,"score_spread":0.21326794133321095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097893631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366337,0.0007518885,0.03879287,0.00101692,0.00014123935,0.00011208155,0.002235932,0.00020424373,0.020111104],"genre_scores_gemma":[0.9885751,0.00021533185,0.0050582592,0.0028692463,0.000041332263,1.5976553e-7,0.0029388808,0.0000034700313,0.0002982129],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987289,0.000094171846,0.00028269165,0.00047300005,0.00021788111,0.00020337405],"domain_scores_gemma":[0.9985091,0.00029379097,0.00011779387,0.0009414725,0.000029674644,0.000108170636],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046996344,0.0001408869,0.00036906646,0.000278566,0.00007748084,0.000046444966,0.00060250435,0.00006575341,0.0036843582],"category_scores_gemma":[0.00007267315,0.00011245563,0.00005439049,0.00048573082,0.00014871726,0.00031879242,0.00008440113,0.000098918485,0.00008592262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026783207,0.000025684574,0.48364213,0.0000129340415,0.0005921983,0.0000028484098,0.00015626599,0.0010085709,0.00007277151,0.00007142255,0.10872377,0.40566462],"study_design_scores_gemma":[0.0001246874,0.000037775608,0.08825551,0.000007378585,0.000379289,9.635157e-7,0.0000816749,0.84267855,0.00028217028,0.0007075561,0.06730541,0.00013904633],"about_ca_topic_score_codex":0.08547385,"about_ca_topic_score_gemma":0.0009620345,"teacher_disagreement_score":0.84167,"about_ca_system_score_codex":0.00000175072,"about_ca_system_score_gemma":0.0000190604,"threshold_uncertainty_score":0.9972264},"labels":[],"label_agreement":null},{"id":"W7098698202","doi":"","title":"Edmonton,Alberta,CanadaT6G2H1","year":2008,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.013821094712998855,"score_gpt":0.183003137119383,"score_spread":0.16918204240638415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098698202","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21141961,0.00013304054,0.00036755527,0.0016286289,0.0002206726,0.000055534365,0.0000062457825,0.00018824646,0.78598046],"genre_scores_gemma":[0.96408933,0.000059259462,0.0022118639,0.0063749966,0.000048152982,1.8948026e-7,0.00002414471,0.0000013503987,0.02719068],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995087,0.000013575212,0.00007789713,0.00011869397,0.000122432,0.00015870019],"domain_scores_gemma":[0.9997221,0.000044265096,0.000015596459,0.00012376308,0.0000137413035,0.00008048133],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005184523,0.000059526,0.00006395969,0.000040438234,0.00014227192,0.000009154082,0.00012353217,0.000024463123,0.012728645],"category_scores_gemma":[0.000017123868,0.000044971646,0.000026486196,0.00008558073,0.0000623515,0.0001343198,0.000003602295,0.000054215216,0.00086755137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000518474,0.0000055783944,0.19982807,0.000001785688,0.0000043795994,0.000020487363,0.000104619954,0.000014843951,0.000009628986,0.00016257087,0.7601056,0.03973725],"study_design_scores_gemma":[0.00008519558,0.000039296225,0.09719465,0.0000030104434,0.000002117588,0.00009538297,0.000046706307,0.008882425,0.0014861353,0.00038177927,0.89164656,0.00013671526],"about_ca_topic_score_codex":0.2214819,"about_ca_topic_score_gemma":0.0035447788,"teacher_disagreement_score":0.7587898,"about_ca_system_score_codex":0.0000018604611,"about_ca_system_score_gemma":0.000038714752,"threshold_uncertainty_score":0.9999104},"labels":[],"label_agreement":null},{"id":"W7100416778","doi":"","title":"Summary","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overburden; Compensation (psychology); Section (typography); Characterization (materials science); Anisotropy","score_opus":0.03112861772552976,"score_gpt":0.2233855571750611,"score_spread":0.19225693944953132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100416778","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021756295,0.00019205947,0.0007691768,0.0011579485,0.00021037442,0.000023224327,0.0000023896985,0.00024132006,0.9756472],"genre_scores_gemma":[0.9763366,0.000010883366,0.005894004,0.006655971,0.000050842165,7.583094e-8,0.000019778416,7.147382e-7,0.011031103],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997529,0.000010284435,0.000035647565,0.000054064654,0.0000763513,0.00007079918],"domain_scores_gemma":[0.9998384,0.000010463294,0.0000064026885,0.00005932346,0.000013197877,0.000072203344],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000116787356,0.000025784038,0.000028282604,0.000022592214,0.000017261927,0.000012613261,0.0000636741,0.000012105746,0.0014747876],"category_scores_gemma":[0.000013531405,0.000018233728,0.000009991459,0.000047566296,0.000019123778,0.00008913933,0.0000025249076,0.000026243355,0.0010253473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026795353,0.0000012977306,0.08146742,4.0388846e-7,7.3234315e-7,0.0000022414692,0.000024264375,0.00000980794,9.850853e-7,0.000073505405,0.8115083,0.10690835],"study_design_scores_gemma":[0.00008702906,0.000046664198,0.006187761,0.000002330887,0.0000012215542,0.000008658131,0.00019822181,0.017525723,0.000926303,0.00482257,0.97012293,0.00007059483],"about_ca_topic_score_codex":0.004133153,"about_ca_topic_score_gemma":0.00001685407,"teacher_disagreement_score":0.9646161,"about_ca_system_score_codex":7.9472096e-7,"about_ca_system_score_gemma":0.000017047929,"threshold_uncertainty_score":0.99975246},"labels":[],"label_agreement":null},{"id":"W7100532656","doi":"","title":"Satinder Chopra, Arcis Seismic Solutions, Calgary","year":2013,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lithology; Correlation coefficient; Electrical impedance; Oil shale; Water saturation; Saturation (graph theory); Poisson distribution","score_opus":0.015967643099368177,"score_gpt":0.19610751869021303,"score_spread":0.18013987559084485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100532656","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32466614,0.00096172973,0.027373556,0.014573832,0.0007788096,0.0005926886,0.000021900292,0.0013151644,0.62971616],"genre_scores_gemma":[0.9671573,0.00005127986,0.0066684415,0.014509302,0.000054960023,0.000002565135,0.000040937484,0.0000027126282,0.011512472],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922913,0.00003439367,0.00013171515,0.00017071047,0.00015181582,0.00028222703],"domain_scores_gemma":[0.9996145,0.000049948037,0.000028647995,0.00017124575,0.000033852382,0.000101815414],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001391356,0.000090122296,0.00008539434,0.00007520967,0.00016708796,0.00006222159,0.0001520704,0.00004902516,0.03715572],"category_scores_gemma":[0.000019283963,0.00006787497,0.00004293169,0.00011004771,0.00007107524,0.00030411087,0.000011806424,0.000116552896,0.0064462526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014645198,0.0000068705745,0.04708096,0.0000041412186,0.0000053857607,0.000001362448,0.000044283668,0.000040187522,0.00002624672,0.00007284146,0.5641995,0.38851672],"study_design_scores_gemma":[0.00019418256,0.00006538638,0.18745829,0.000012508307,0.0000068872437,0.000031438773,0.0002831405,0.4811822,0.0010673325,0.008630965,0.32076117,0.00030649066],"about_ca_topic_score_codex":0.053943027,"about_ca_topic_score_gemma":0.000058341073,"teacher_disagreement_score":0.6424912,"about_ca_system_score_codex":0.0000037594561,"about_ca_system_score_gemma":0.000029085455,"threshold_uncertainty_score":0.99432737},"labels":[],"label_agreement":null},{"id":"W7100610068","doi":"","title":"Seismic modelling of coal bed methane strata, Willow Creek,","year":2015,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Willow; Coal; Oil shale; Methane; Coal mining; Cretaceous","score_opus":0.060771379726897896,"score_gpt":0.23818779926414163,"score_spread":0.17741641953724374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100610068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77251136,0.0004492928,0.1608509,0.0005466833,0.00030202686,0.0001413554,0.000053133066,0.00026131602,0.06488395],"genre_scores_gemma":[0.9820084,0.000026091097,0.015767457,0.00075113063,0.00003450693,2.1236987e-7,0.00005242105,0.0000024328422,0.0013573344],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992072,0.00004347551,0.0001772174,0.00015493839,0.00023995922,0.0001772362],"domain_scores_gemma":[0.9995417,0.000047303292,0.000056262277,0.000163421,0.000059649967,0.00013164787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039532103,0.000081818136,0.00014992105,0.00006464996,0.000028872933,0.000022665383,0.00017972924,0.000049261984,0.0008492528],"category_scores_gemma":[0.000016470529,0.00007005097,0.000043709188,0.0001042689,0.00007558692,0.00020697709,0.000008208633,0.00009003226,0.000097517914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018390236,0.00008289632,0.21365745,0.000059553346,0.00007771245,0.000022990993,0.0009686657,0.49252933,0.00015111626,0.00016078773,0.21424541,0.07786019],"study_design_scores_gemma":[0.00022607682,0.00014176081,0.00029198732,0.0000115916,0.000010227961,0.000009359575,0.00048617797,0.97571576,0.008933407,0.0028907591,0.011160745,0.00012215614],"about_ca_topic_score_codex":0.053344436,"about_ca_topic_score_gemma":0.00012987612,"teacher_disagreement_score":0.48318642,"about_ca_system_score_codex":0.00000261648,"about_ca_system_score_gemma":0.00007423587,"threshold_uncertainty_score":0.9529594},"labels":[],"label_agreement":null},{"id":"W7105140062","doi":"10.1109/tgrs.2025.3631856","title":"Structurally Consistent Elastic Frequency- Controllable Envelope Inversion for P- and S-Wave Velocity Model Building","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Inversion (geology); Model building; Wavenumber; Waveform; Envelope (radar); Inverse problem; Coupling (piping); Group velocity","score_opus":0.019951980738189375,"score_gpt":0.23210810532898438,"score_spread":0.212156124590795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105140062","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1574714,0.0005448116,0.8376374,0.0019203131,0.0012871901,0.0005264945,0.00009758783,0.000080981365,0.00043377434],"genre_scores_gemma":[0.76230866,0.0012444975,0.2328821,0.0025089711,0.000022091917,1.5052737e-7,0.000003182811,0.000006883787,0.0010234497],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976181,0.00009832146,0.00045911575,0.00087383826,0.00031176995,0.00063885114],"domain_scores_gemma":[0.99868995,0.00048278304,0.00015029208,0.00025206894,0.00018919761,0.000235692],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006113185,0.00037329493,0.0004376844,0.00046074847,0.0022326335,0.00034020652,0.00014176988,0.0002239504,0.000017914286],"category_scores_gemma":[0.0000576188,0.00033350015,0.00012196533,0.0005237295,0.0009750683,0.00047188238,0.0000049709956,0.00040897852,0.0000025378451],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015481231,0.000011538973,0.000007847456,0.00014064825,0.000041882453,0.000007807649,0.0004035107,0.0048311884,0.0049752193,0.000044316952,0.00018304735,0.9891982],"study_design_scores_gemma":[0.00080759305,0.00022684783,0.00009618891,0.00059124443,0.00016184532,0.00005950349,0.000382616,0.97367626,0.015572058,0.0075606825,0.0004982793,0.0003668974],"about_ca_topic_score_codex":0.0038488263,"about_ca_topic_score_gemma":0.00014914872,"teacher_disagreement_score":0.9888313,"about_ca_system_score_codex":0.00005567895,"about_ca_system_score_gemma":0.00040835058,"threshold_uncertainty_score":0.9999117},"labels":[],"label_agreement":null},{"id":"W7111680567","doi":"","title":"Seismische Charakterisierung von geothermischen Reservoiren mittels “Common-Reflection-Surface” Stapelungs-Methode und Attribut-Analysen","year":2015,"lang":"en","type":"dissertation","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geothermal gradient; Stacking; Reflection (computer programming); Stack (abstract data type); Characterization (materials science); Geothermal energy; Normal moveout; Geothermal exploration","score_opus":0.08672244534416781,"score_gpt":0.3976332637780389,"score_spread":0.31091081843387114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111680567","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77168673,0.01293367,0.003773776,0.054268755,0.006616747,0.013974161,0.07828624,0.0025941508,0.055865783],"genre_scores_gemma":[0.1178199,0.002873892,0.035247173,0.0036807759,0.0024258904,0.0003634834,0.60897166,0.00026887184,0.22834837],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98995805,0.0013365851,0.0011628667,0.0020262548,0.0034761985,0.0020400288],"domain_scores_gemma":[0.99201363,0.001142048,0.0008057214,0.0018671793,0.0030890622,0.0010823839],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01230923,0.00068669225,0.0008007075,0.0014377795,0.0017601073,0.0014504624,0.0029326524,0.0005194175,0.00307586],"category_scores_gemma":[0.0025499098,0.0006181737,0.00031394666,0.003082325,0.0005129536,0.0023676725,0.00018934954,0.001459549,0.0007046012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032218162,0.00016239246,0.00965979,0.00038075686,0.00017251591,0.000009848309,0.00114344,0.000093221184,0.0005898967,0.00015542263,0.9130828,0.074227735],"study_design_scores_gemma":[0.00057826075,0.00015773819,0.006416922,0.00019425014,0.00013409364,0.000007943103,0.0015753926,0.059035324,0.004941658,0.0021331366,0.9239721,0.0008532252],"about_ca_topic_score_codex":0.038689323,"about_ca_topic_score_gemma":0.0033825282,"teacher_disagreement_score":0.6538668,"about_ca_system_score_codex":0.00021220827,"about_ca_system_score_gemma":0.0017678374,"threshold_uncertainty_score":0.99962693},"labels":[],"label_agreement":null},{"id":"W7117237476","doi":"10.1190/geo-2025-0370","title":"Approximate 3D full-waveform inversion for rapid assessments of multiazimuth VSP data: Synthetic feasibility study for a carbon sequestration project","year":2025,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Plume; Carbon sequestration; Robustness (evolution); Synthetic data; Benchmark (surveying); Interpolation (computer graphics); Consistency (knowledge bases)","score_opus":0.07199686118951294,"score_gpt":0.3339359082487709,"score_spread":0.26193904705925797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117237476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98011065,0.000037697806,0.013524205,0.0000835403,0.00042991384,0.0036850586,0.00058002496,0.00012747727,0.0014214161],"genre_scores_gemma":[0.9888826,0.000011581728,0.009918945,0.0001047165,0.00004307668,0.000026361955,0.0008923052,0.0000045701217,0.00011583447],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988147,0.00006858787,0.0002790459,0.00042662176,0.00018915339,0.00022188514],"domain_scores_gemma":[0.99897456,0.00016065771,0.00015572846,0.0005555667,0.00012543453,0.000028045046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067907415,0.00014773365,0.00024182454,0.000095274576,0.00014039264,0.00003791376,0.00032406955,0.000055843626,0.000006611429],"category_scores_gemma":[0.00007558358,0.0001250298,0.00006013994,0.00021847487,0.00006471562,0.00029717444,0.000044412296,0.000081974424,0.0000014159791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025385579,0.0021337138,0.12285605,0.0025688729,0.00039711324,0.0000030360034,0.0020271637,0.0003424623,0.0032138159,0.0002429566,0.006647661,0.8570286],"study_design_scores_gemma":[0.0014875132,0.001652906,0.007574656,0.00009878608,0.00017924531,5.4117936e-7,0.0015718348,0.9772125,0.005319753,0.003547797,0.0011065126,0.00024798233],"about_ca_topic_score_codex":0.003610173,"about_ca_topic_score_gemma":0.000058400914,"teacher_disagreement_score":0.97687,"about_ca_system_score_codex":0.000018935863,"about_ca_system_score_gemma":0.00019007265,"threshold_uncertainty_score":0.5457526},"labels":[],"label_agreement":null},{"id":"W7117288057","doi":"","title":"2-D basin-scale seismic response investigations of the Kitimat valley, B.C., Canada, by using a coupled FE/BE numerical method","year":2022,"lang":"","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Numerical analysis; Numerical models; Finite element method; Field (mathematics); Computer simulation","score_opus":0.013840821046442877,"score_gpt":0.2258797217279473,"score_spread":0.2120389006815044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117288057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49993336,0.003698366,0.41277596,0.075053886,0.001088048,0.002041625,0.004612662,0.00045992035,0.00033617992],"genre_scores_gemma":[0.8686831,0.00012143055,0.08544369,0.042864002,0.000068585614,0.00011297354,0.00015705194,0.00007350985,0.0024756668],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99119633,0.0034116847,0.0013039731,0.00096337544,0.0017728751,0.0013517627],"domain_scores_gemma":[0.99547434,0.0010960051,0.0010008859,0.0015491821,0.00020123129,0.0006783485],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037857918,0.0007004649,0.000914288,0.00047983907,0.0025241617,0.00018907654,0.0019755324,0.00028372806,0.0013415517],"category_scores_gemma":[0.00046994924,0.00066025,0.00045526164,0.0023002133,0.00056010036,0.0003901687,0.00062646804,0.0016325566,0.000003461103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019788272,0.0006459303,0.09371884,0.00018938506,0.00037858041,0.00012294814,0.00229737,0.25621808,0.03605765,0.0003416226,0.59439516,0.013655608],"study_design_scores_gemma":[0.00049652584,0.00026628468,0.005798071,0.000078990895,0.0001735385,0.0004686466,0.0011290312,0.87763184,0.020594956,0.0004206901,0.09228534,0.00065607374],"about_ca_topic_score_codex":0.96998435,"about_ca_topic_score_gemma":0.082949005,"teacher_disagreement_score":0.88703537,"about_ca_system_score_codex":0.0010977155,"about_ca_system_score_gemma":0.0062883752,"threshold_uncertainty_score":0.99958485},"labels":[],"label_agreement":null},{"id":"W7123479094","doi":"10.3997/2214-4609.202576037","title":"Velocity Model Building from Seismic Images using a Convolutional Neural Operator","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Convolutional neural network; Differentiable function; Operator (biology); Computation; Inversion (geology); Artificial neural network; Key (lock); Model building","score_opus":0.024547497575475745,"score_gpt":0.26132775942440534,"score_spread":0.23678026184892959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7123479094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6224565,0.0030570398,0.36313918,0.0033030384,0.0012794675,0.0002662236,0.00067713676,0.00025976365,0.0055616633],"genre_scores_gemma":[0.8989877,0.00016669607,0.082888186,0.014984635,0.00013632467,0.0000012190283,0.00008589655,0.0000075395324,0.002741794],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997512,0.00016940037,0.0005375524,0.0007686837,0.00037765625,0.00063469564],"domain_scores_gemma":[0.99897337,0.00020829198,0.00011605239,0.0003524404,0.0001558448,0.00019402527],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039402128,0.00038886844,0.00041657122,0.00028197907,0.0008461027,0.00037618438,0.00055763166,0.00021337121,0.002724171],"category_scores_gemma":[0.00007780447,0.00036573468,0.00018300301,0.00047858703,0.00041662622,0.0008125486,0.00013003503,0.0004839915,0.00007828143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030543632,0.00017327782,0.059417024,0.00013226512,0.0003566811,0.000046478748,0.00049516914,0.52889925,0.015321584,0.0015710784,0.25805965,0.13522208],"study_design_scores_gemma":[0.0004049474,0.000028394612,0.0014469397,0.00013765016,0.00008523222,0.0000065193685,0.00018166461,0.97054875,0.016050618,0.006718989,0.003991489,0.00039880586],"about_ca_topic_score_codex":0.039391696,"about_ca_topic_score_gemma":0.000019816849,"teacher_disagreement_score":0.44164947,"about_ca_system_score_codex":0.000064830456,"about_ca_system_score_gemma":0.0007620285,"threshold_uncertainty_score":0.9998795},"labels":[],"label_agreement":null},{"id":"W7123558007","doi":"10.3997/2214-4609.202576013","title":"Flexible Self-Supervised Surface-Related Multiple Elimination","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Multiple; Spurious relationship; Convolution (computer science); Dependency (UML); Artificial neural network; Interpretability; Training (meteorology); Training set; Geophysical imaging","score_opus":0.010764242957599509,"score_gpt":0.2231472968788778,"score_spread":0.2123830539212783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7123558007","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3148625,0.0052002184,0.008732131,0.020191751,0.0045249388,0.0012588467,0.000093698094,0.003059067,0.64207685],"genre_scores_gemma":[0.9298377,0.0011139367,0.010930169,0.00426759,0.000028856693,0.0000012271654,0.00015154801,0.000007245224,0.05366172],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976434,0.00021607178,0.00060317037,0.0006111239,0.00035504924,0.0005711518],"domain_scores_gemma":[0.9987589,0.00037573668,0.000112715774,0.00044046334,0.0001565967,0.00015558617],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007542421,0.0003295366,0.00033279005,0.0003219608,0.0005298077,0.00022146838,0.0004693349,0.00030626453,0.010579988],"category_scores_gemma":[0.00011506521,0.00030302728,0.00016510893,0.0011653511,0.00014954593,0.00056228676,0.000052920943,0.00036555572,0.0014895891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013477501,0.00032430585,0.15286511,0.0002675287,0.000267515,0.0000146380435,0.0015908288,0.0023454912,0.00058705086,0.0021641022,0.3195137,0.51992494],"study_design_scores_gemma":[0.0008799833,0.00013903713,0.008807242,0.00012555446,0.000083963525,0.000003884849,0.0008345689,0.8502165,0.0241887,0.0014012243,0.11295623,0.00036308763],"about_ca_topic_score_codex":0.007692225,"about_ca_topic_score_gemma":0.000040201496,"teacher_disagreement_score":0.847871,"about_ca_system_score_codex":0.000034976536,"about_ca_system_score_gemma":0.00026275637,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null},{"id":"W7125674251","doi":"10.22564/19cisbgf2025.422","title":"Evaluating the Impact of Processing Variants on 4D Seismic Inversion and Interpretation: Case study in the Brazilian Pre-salt","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Estadual de Campinas; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Energi Simulation; Shell Brasil; U.S. Department of Energy","keywords":"Inversion (geology); Workflow; Seismic inversion; Data processing; Seismic to simulation; Reservoir modeling; Data quality","score_opus":0.03653449285478752,"score_gpt":0.36669334015806165,"score_spread":0.33015884730327416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125674251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99310607,0.0006295219,0.00069076184,0.0014462761,0.00014448212,0.0011610065,0.000012869299,0.00002862755,0.002780363],"genre_scores_gemma":[0.99692124,0.000043061802,0.00019636418,0.002611709,0.00002098704,0.000005123904,0.0000059179656,0.0000038615217,0.0001917108],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972281,0.0011069576,0.0005441255,0.0004314387,0.00039719726,0.0002922108],"domain_scores_gemma":[0.9983333,0.0008963733,0.00022352206,0.0003947636,0.00010218678,0.00004985771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032433462,0.00025187412,0.00027491702,0.00029441674,0.00074761856,0.0003469772,0.00043975565,0.00008014312,0.00022891453],"category_scores_gemma":[0.0002849634,0.00012761758,0.000084241496,0.0008999806,0.00031707826,0.0004189081,0.00006555232,0.00045358678,0.000004856096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042167402,0.00024676873,0.110133186,0.000096368465,0.000054521708,0.00010797783,0.040596187,0.007606595,0.000017085953,0.000005663373,0.0015565838,0.8391574],"study_design_scores_gemma":[0.000589885,0.0024052393,0.035576645,0.0004039809,0.00006989837,0.00014339035,0.040202025,0.91977805,0.000077364806,0.0006040371,0.00001695366,0.00013250696],"about_ca_topic_score_codex":0.076605834,"about_ca_topic_score_gemma":0.00047718373,"teacher_disagreement_score":0.9121715,"about_ca_system_score_codex":0.000026323954,"about_ca_system_score_gemma":0.00050068746,"threshold_uncertainty_score":0.92954314},"labels":[],"label_agreement":null},{"id":"W7125674256","doi":"10.22564/19cisbgf2025.596","title":"Direct probabilistic AVO inversion in VTI media","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Probabilistic logic; Anisotropy; Facies; Submarine pipeline; Inverse problem","score_opus":0.013576030491982588,"score_gpt":0.2199091626751923,"score_spread":0.20633313218320973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125674256","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120847486,0.0035438943,0.0003199892,0.01171531,0.0033343146,0.000727772,0.000055367007,0.0003835898,0.85907227],"genre_scores_gemma":[0.976129,0.0010303408,0.0007480572,0.010045272,0.00005393598,0.0000025038291,0.000058136393,0.000004181633,0.011928557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978338,0.00024660045,0.00049018627,0.00059623603,0.00029917463,0.00053403183],"domain_scores_gemma":[0.99865067,0.00064780726,0.000075115604,0.00037075073,0.00005675084,0.00019887961],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008405551,0.0002708952,0.0003699897,0.00061936904,0.000183353,0.000111034016,0.00045858682,0.00020322874,0.0059026117],"category_scores_gemma":[0.00083631324,0.00023278916,0.00010140144,0.0011981841,0.00030436344,0.00032698098,0.00006815556,0.00035989462,0.0006050632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011520669,0.00011907276,0.13445075,0.00021659947,0.000022847,0.000040383256,0.0007737261,0.00040969203,0.000030007375,0.00072979083,0.60669893,0.25639302],"study_design_scores_gemma":[0.0011137668,0.00021008402,0.028712202,0.0010581281,0.00007430609,0.0000046286004,0.0016377129,0.43112147,0.0069963303,0.013342861,0.514953,0.0007754962],"about_ca_topic_score_codex":0.018637,"about_ca_topic_score_gemma":0.00065675745,"teacher_disagreement_score":0.85528153,"about_ca_system_score_codex":0.000042733296,"about_ca_system_score_gemma":0.00048881734,"threshold_uncertainty_score":0.99500614},"labels":[],"label_agreement":null},{"id":"W7125676090","doi":"10.22564/19cisbgf2025.471","title":"Multichannel Blind Deconvolution assisted by Deep Learning","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Wavelet; Deconvolution; Blind deconvolution; Deep learning; Pattern recognition (psychology); Wavelet transform; Inversion (geology); Stationary wavelet transform","score_opus":0.013594963412799334,"score_gpt":0.2398948865532807,"score_spread":0.22629992314048136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125676090","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18382119,0.037557565,0.288071,0.013699116,0.0065980568,0.0013397507,0.00008735513,0.0018272763,0.4669987],"genre_scores_gemma":[0.92142403,0.0011873497,0.0023757797,0.0043326947,0.00005260411,0.000002172049,0.0001945468,0.0000055000983,0.0704253],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979074,0.00025814163,0.0004578147,0.0005569962,0.0002591108,0.0005605511],"domain_scores_gemma":[0.9990738,0.00027419656,0.0001367481,0.00023702184,0.0001131609,0.00016506626],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062539644,0.0002799387,0.00028817504,0.0003198469,0.00070293364,0.0002256675,0.00033550445,0.00025922738,0.005359612],"category_scores_gemma":[0.00021750845,0.00026287948,0.00013079573,0.00064356165,0.00021726647,0.00037804202,0.000042916392,0.000528147,0.0007665526],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012161663,0.0000760542,0.033276726,0.000058768128,0.00007557278,0.0000044505055,0.00023142419,0.0003912545,0.00029294137,0.00007440495,0.20235388,0.7630429],"study_design_scores_gemma":[0.00076435955,0.00013423116,0.0051521757,0.00009539614,0.000059631722,0.000005077292,0.001046119,0.6720881,0.0040621622,0.00027009958,0.31603128,0.00029139814],"about_ca_topic_score_codex":0.0077794404,"about_ca_topic_score_gemma":0.000099261204,"teacher_disagreement_score":0.7627515,"about_ca_system_score_codex":0.000028925528,"about_ca_system_score_gemma":0.00009971574,"threshold_uncertainty_score":0.99998236},"labels":[],"label_agreement":null},{"id":"W7125687768","doi":"10.22564/19cisbgf2025.702","title":"Velocity downward continuation through generative models","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"King Abdullah University of Science and Technology","keywords":"Generative grammar; Continuation; Prior probability; Generative model; Presentation (obstetrics); Distribution (mathematics); Submarine pipeline","score_opus":0.029735606461453404,"score_gpt":0.255039135840275,"score_spread":0.2253035293788216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125687768","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008551367,0.00293924,0.4551661,0.008251371,0.0012862774,0.0003926474,0.00007119224,0.00024929523,0.5230925],"genre_scores_gemma":[0.89326084,0.0021738908,0.035106324,0.029564494,0.0001237862,0.0000041106236,0.00013393213,0.000004417569,0.039628226],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981818,0.00019237852,0.00042025218,0.00051619735,0.00029108804,0.00039825615],"domain_scores_gemma":[0.9992139,0.00011033697,0.00011255996,0.00030623123,0.0001849588,0.00007203714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046747577,0.00026088618,0.00030930596,0.0001296884,0.00047981046,0.00021454575,0.00031488447,0.0001872182,0.0041631004],"category_scores_gemma":[0.000050752726,0.00022336669,0.00012467582,0.0004910351,0.00025901734,0.0010430671,0.000041362913,0.00027168362,0.00030327434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006376236,0.00004803306,0.0021387162,0.0000380728,0.00006613071,0.000003929323,0.0015871288,0.003067396,0.000043253414,0.02147362,0.53789395,0.43357602],"study_design_scores_gemma":[0.00031683594,0.0000780139,0.0005682993,0.00007323964,0.00004498018,0.0000015769957,0.0007456982,0.72849053,0.011055196,0.09007277,0.168297,0.00025587674],"about_ca_topic_score_codex":0.013312078,"about_ca_topic_score_gemma":0.00009237162,"teacher_disagreement_score":0.8847095,"about_ca_system_score_codex":0.000023760571,"about_ca_system_score_gemma":0.00025390767,"threshold_uncertainty_score":0.99674726},"labels":[],"label_agreement":null},{"id":"W7125704448","doi":"10.22564/19cisbgf2025.021","title":"A Novel Routine for Generating and Calibrating Random Noise in 4D Seismic Data","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agência Nacional do Petróleo, Gás Natural e Biocombustíveis; Universidade Estadual de Campinas; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Energi Simulation; U.S. Department of Energy","keywords":"Noise (video); Seismic noise; Calibration; Smoothing; Amplitude; Root mean square; Generator (circuit theory); Random noise; Logarithm; Minification","score_opus":0.03472466450531299,"score_gpt":0.2665066215205044,"score_spread":0.23178195701519144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125704448","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13677543,0.0042976835,0.842327,0.010083757,0.00075535965,0.0011971706,0.0007101668,0.00014544302,0.0037079633],"genre_scores_gemma":[0.8610965,0.00029690107,0.12167561,0.0136255175,0.0001480346,0.000006849055,0.00052347867,0.000008246655,0.002618839],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99778324,0.00009943672,0.00065978436,0.0008023517,0.00015380784,0.0005013898],"domain_scores_gemma":[0.99841905,0.00077072927,0.00012907275,0.0005347503,0.000043825632,0.000102602025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016748598,0.00027177445,0.0004269294,0.00026944376,0.00049938785,0.00047496823,0.00055016135,0.0001391432,0.0001985918],"category_scores_gemma":[0.0004952342,0.00023928066,0.000048440696,0.0004272288,0.0001808042,0.00072657736,0.00021145031,0.00025567508,0.0000035260034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006203992,0.00014097238,0.09390744,0.00062445144,0.00009957876,0.000009641441,0.0009718572,0.00816109,0.0027678586,0.00067971344,0.064649776,0.82736725],"study_design_scores_gemma":[0.003351539,0.00006432226,0.0005221302,0.0002775673,0.000039924038,0.000009267897,0.00069881434,0.97690445,0.0016264555,0.00026837227,0.015968356,0.00026877556],"about_ca_topic_score_codex":0.01890103,"about_ca_topic_score_gemma":0.0005369602,"teacher_disagreement_score":0.9687434,"about_ca_system_score_codex":0.000009586953,"about_ca_system_score_gemma":0.00028360772,"threshold_uncertainty_score":0.9876322},"labels":[],"label_agreement":null},{"id":"W7126906164","doi":"","title":"A combined onshore-offshore wide-angle seismic experiment in Labrador: Application of 2-D forward modeling, 3-D tomography and prestack depth migration","year":2000,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismic tomography; Tomography; Geophysical imaging; Prestack; Vertical seismic profile","score_opus":0.021390341373084966,"score_gpt":0.24028031277890313,"score_spread":0.21888997140581817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126906164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624541,0.0021323897,0.0022866456,0.00065828295,0.000011038439,0.0007091466,0.000067159504,0.000028606692,0.03165266],"genre_scores_gemma":[0.97483695,0.0007657486,0.0008585534,0.00003809563,0.0000043470072,1.3627394e-7,0.00009686542,0.000004862184,0.02339442],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982533,0.00039768338,0.00018497961,0.00033718126,0.00052449567,0.00030235827],"domain_scores_gemma":[0.9989679,0.00019985752,0.00012469006,0.00039636463,0.00018194782,0.0001292341],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00089101255,0.0001368715,0.00030324678,0.00027701654,0.000414884,0.000015169428,0.0006625718,0.000102150174,0.050341003],"category_scores_gemma":[0.000018305025,0.0001434386,0.00010657655,0.00068358873,0.00063528697,0.00042075638,0.00011341393,0.00020944588,0.0013296611],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034582946,0.0003388442,0.006008748,0.00025572494,0.00017666515,0.00004951504,0.01664342,0.011572824,0.0019123023,0.000068680274,0.81572986,0.1437851],"study_design_scores_gemma":[0.0022427407,0.0009907855,0.059616912,0.00017837556,0.000082930914,0.000005898415,0.021558708,0.5906555,0.008742684,0.00012281469,0.315416,0.00038666738],"about_ca_topic_score_codex":0.036576513,"about_ca_topic_score_gemma":0.0062504127,"teacher_disagreement_score":0.57908267,"about_ca_system_score_codex":0.000042000363,"about_ca_system_score_gemma":0.000113039416,"threshold_uncertainty_score":0.99944794},"labels":[],"label_agreement":null},{"id":"W7130712497","doi":"10.1680/ecsmge.60678.vol6.467","title":"Advances in seismic piezocone testing","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conetec Investigations","funders":"","keywords":"Borehole; Penetration test; Penetration rate; Profiling (computer programming); Vertical seismic profile; Standard penetration test","score_opus":0.042182449140991896,"score_gpt":0.2367192951246746,"score_spread":0.1945368459836827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130712497","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024621031,0.006051167,0.00019491879,0.0001921004,0.00022523938,0.00012942667,0.000026458238,0.00023154517,0.9929245],"genre_scores_gemma":[0.02185219,0.0016687949,0.0069371504,0.0033222013,0.00026132405,0.0000010233666,0.00021075319,0.000019537882,0.96572703],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989522,0.000011751017,0.00025189744,0.00030889496,0.0002508836,0.00022433398],"domain_scores_gemma":[0.9994276,0.00011729459,0.00010787376,0.00018830113,0.00006303552,0.00009587286],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029145918,0.00021861782,0.00026533863,0.00021760789,0.000040343275,0.000028717106,0.00022147645,0.00015787895,0.004127693],"category_scores_gemma":[0.000049209983,0.00018186672,0.000041497544,0.00004989812,0.0000939827,0.00025641266,0.000015228988,0.00032584014,0.0010992057],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007273915,0.0000021754136,0.0026844684,0.00002220003,0.0000028123168,0.000037992544,0.000020442822,0.00030035808,2.9684864e-7,0.00094502704,0.043643367,0.95233357],"study_design_scores_gemma":[0.000103110244,0.0000702208,0.00007218988,0.00016322684,0.0000057707707,0.000020957665,0.000018601302,0.021923332,0.000008178851,0.06523065,0.91210896,0.000274809],"about_ca_topic_score_codex":0.0025148087,"about_ca_topic_score_gemma":0.00018342896,"teacher_disagreement_score":0.9520588,"about_ca_system_score_codex":0.000011831922,"about_ca_system_score_gemma":0.000093837705,"threshold_uncertainty_score":0.99967855},"labels":[],"label_agreement":null},{"id":"W7132984327","doi":"","title":"Investigation into the scattering response of mineral ore deposits in heterogeneous environments by means of two-dimensional and three-dimensional seismic modelling","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seismogram; Scattering; Scale (ratio); Borehole; Impact crater; Lithology; Geophysical imaging; Seismic wave; Reflection (computer programming)","score_opus":0.018662082032298234,"score_gpt":0.25819360539046404,"score_spread":0.2395315233581658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132984327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99393415,0.0037798241,0.0012148932,0.00044097903,0.00018426761,0.0003804445,0.000028726388,0.000014785391,0.000021940416],"genre_scores_gemma":[0.9947288,0.00010034175,0.0035521071,0.000577216,0.000022915905,0.0000033788158,0.00051577867,0.000019763846,0.00047968057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972066,0.0003525417,0.00077045534,0.00056564383,0.00073192635,0.00037281108],"domain_scores_gemma":[0.9985288,0.00039843706,0.0005758026,0.00029641838,0.000057345304,0.00014319457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001353137,0.0004067397,0.00046923442,0.00037172326,0.0002233924,0.00002754961,0.0002791711,0.00025651458,0.00007119501],"category_scores_gemma":[0.00003711532,0.00034654216,0.00009918622,0.00028531425,0.0004974229,0.00017711488,0.000048664155,0.00041813427,0.000005295108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019623141,0.000047226677,0.028974334,0.00016079027,0.000055765464,0.00001816866,0.012060238,0.78884906,0.16107854,0.0000017636406,0.00038274,0.006409065],"study_design_scores_gemma":[0.00050975377,0.00023719626,0.005939171,0.00059598574,0.00006165302,0.00003130748,0.0006958849,0.82343465,0.16785131,0.0002463691,0.000080289785,0.00031643998],"about_ca_topic_score_codex":0.03259865,"about_ca_topic_score_gemma":0.001247488,"teacher_disagreement_score":0.034585588,"about_ca_system_score_codex":0.000036791716,"about_ca_system_score_gemma":0.00012510981,"threshold_uncertainty_score":0.9998987},"labels":[],"label_agreement":null},{"id":"W7133000513","doi":"","title":"Static and Dynamic Mechanical Properties of Crystalline Rocks from the Canadian Shield","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Borehole; Geothermal gradient; Porosity; Shield; Seismic wave; Ultimate tensile strength; Attenuation; Ultrasonic sensor; Saturation (graph theory); Material properties","score_opus":0.01902623291013599,"score_gpt":0.25189886472146167,"score_spread":0.23287263181132567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133000513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96337503,0.011349461,0.00054101506,0.017219925,0.00067603437,0.00086783175,0.00047950223,0.000069913964,0.005421287],"genre_scores_gemma":[0.9852781,0.0015583012,0.00047008935,0.002110748,0.000028139088,0.0000037237282,0.000791997,0.000007628267,0.009751243],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837506,0.00016558835,0.00037647184,0.00040785933,0.000326582,0.00034842623],"domain_scores_gemma":[0.9989136,0.00026431514,0.00020608256,0.00032001565,0.0001110673,0.00018495889],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003327063,0.00029615083,0.0003959606,0.00016099148,0.00047592065,0.00013617324,0.0004339383,0.00028958684,0.0011155022],"category_scores_gemma":[0.00016213741,0.00020455783,0.000079290054,0.00022599366,0.00015271892,0.00009446163,0.000021158636,0.0005270812,0.000014360717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020817253,0.0002207794,0.012340764,0.0041746665,0.0016347578,0.00010696972,0.19550411,0.0019751538,0.008930944,0.00063996034,0.100856,0.6715342],"study_design_scores_gemma":[0.0008507079,0.00068291184,0.0063081128,0.0055910866,0.0008538258,0.000010581477,0.12302884,0.7595494,0.024997259,0.0047929413,0.0718789,0.0014554438],"about_ca_topic_score_codex":0.95077866,"about_ca_topic_score_gemma":0.8511581,"teacher_disagreement_score":0.75757426,"about_ca_system_score_codex":0.000027850741,"about_ca_system_score_gemma":0.0010578847,"threshold_uncertainty_score":0.99979764},"labels":[],"label_agreement":null},{"id":"W7140829014","doi":"10.70675/000a5dbcz646az4051zb9c9z9fb5826f7c03","title":"Time-lapse (4D) seismic interpretation methodologies based on kriging analysis : application to the Senlac (onshoreCanada) and Marlim ( offshore Brazil) heavy oilfields","year":2008,"lang":"","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Prospection; Intrusion; North sea; Cenozoic","score_opus":0.015731461452135435,"score_gpt":0.273203823798576,"score_spread":0.25747236234644055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140829014","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18266799,0.0012117545,0.7515159,0.026231382,0.0011420519,0.003009358,0.0003785756,0.0007272839,0.03311569],"genre_scores_gemma":[0.9547389,0.00062016025,0.016457507,0.020811789,0.000117814736,0.000058650137,0.0035233975,0.00002806163,0.0036437155],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99511665,0.0009846657,0.00089911284,0.001380466,0.0009586464,0.0006604408],"domain_scores_gemma":[0.9957802,0.002180603,0.00049895066,0.0009567605,0.00026195767,0.0003215152],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018479003,0.0007675378,0.0009470435,0.0015062903,0.001395715,0.0004132504,0.0007870622,0.0005389537,0.0013328105],"category_scores_gemma":[0.0003950341,0.0005722002,0.00040282952,0.0021838653,0.00034898444,0.0003141708,0.0000416037,0.00084050524,0.00015631394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012647733,0.00005217134,0.006246811,0.00013052314,0.00053896714,0.000011216325,0.0037597055,0.16963883,0.00007770086,0.000029346755,0.061704163,0.7565458],"study_design_scores_gemma":[0.0001647389,0.00039215933,0.0062096883,0.00012787327,0.00079731306,0.00000911911,0.0045025246,0.969625,0.002858958,0.00016322397,0.014458384,0.00069105014],"about_ca_topic_score_codex":0.02256753,"about_ca_topic_score_gemma":0.0041067717,"teacher_disagreement_score":0.7999861,"about_ca_system_score_codex":0.0000547795,"about_ca_system_score_gemma":0.00038995675,"threshold_uncertainty_score":0.99990433},"labels":[],"label_agreement":null},{"id":"W7161935875","doi":"10.82308/41292","title":"Investigating the controls on production from a basin-centered gas accumulation: lower cretaceous cadotte member, Deep Basin Alberta","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sedimentary depositional environment; Cretaceous; Lithology; Structural basin; Wireline; Petrophysics; Regional geology; Palaeogeography; Diapir","score_opus":0.03266659992779075,"score_gpt":0.2563244937922806,"score_spread":0.22365789386448987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161935875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9029358,0.000858049,0.000080791884,0.0077843326,0.004304748,0.0012324792,0.00008471826,0.0003856515,0.082333446],"genre_scores_gemma":[0.9491872,0.00038573975,0.0013172191,0.011100673,0.00089893304,0.000015815756,0.0067995647,0.000034522123,0.030260323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974901,0.00026543796,0.00052008126,0.00072877196,0.00061189017,0.0003837212],"domain_scores_gemma":[0.99818456,0.0005504588,0.00041379285,0.0005674619,0.00014779861,0.00013591703],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028135802,0.00044391106,0.00043173286,0.00015599102,0.00059384445,0.00018204258,0.00041267107,0.00028689436,0.0034407016],"category_scores_gemma":[0.0005320856,0.00030521944,0.00019231188,0.00025181228,0.00012286953,0.00031446337,0.000008573858,0.00059245096,0.00047831848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010845758,0.000191893,0.066201486,0.00013105881,0.00047288518,0.00005623478,0.008045045,0.0033691875,0.00042794217,0.00004732473,0.660325,0.25964737],"study_design_scores_gemma":[0.0025043054,0.0008317804,0.12298784,0.0016250372,0.000557188,0.00013276485,0.0048733912,0.2759857,0.026121669,0.004097596,0.5573006,0.0029821473],"about_ca_topic_score_codex":0.06736072,"about_ca_topic_score_gemma":0.0139330765,"teacher_disagreement_score":0.2726165,"about_ca_system_score_codex":0.00002347219,"about_ca_system_score_gemma":0.00012492911,"threshold_uncertainty_score":0.99994},"labels":[],"label_agreement":null},{"id":"W7161949698","doi":"10.82308/36404","title":"Integration of borehole and seismic data to unravel complex stratigraphy : case studies from the Mannville Group, western Canada","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Borehole; Horizon; Stratigraphy; Fluvial; Hydrocarbon exploration; Cretaceous; Palaeogeography; Slicing","score_opus":0.06130644968514527,"score_gpt":0.28444202536953866,"score_spread":0.2231355756843934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161949698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987279,0.002557991,0.00027619695,0.001446448,0.00037208767,0.0004386761,0.0032234895,0.000054757944,0.004351359],"genre_scores_gemma":[0.98043334,0.0003411021,0.0019786446,0.003866289,0.000052301955,0.0000010072761,0.012872762,0.0000038912367,0.00045067162],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989455,0.000066087785,0.0002753964,0.0003395274,0.00023726978,0.00013623633],"domain_scores_gemma":[0.9991269,0.00017253382,0.00013528431,0.00043400834,0.0000692177,0.00006206601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017748881,0.00019239433,0.00026008717,0.00006926998,0.0001627379,0.00005116747,0.0003705616,0.00006034551,0.00009468083],"category_scores_gemma":[0.00003184227,0.00012218447,0.00002337017,0.00013616505,0.000048058733,0.00013974804,0.000016936492,0.00015424966,0.0000021230287],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008808622,0.000019491295,0.013371017,0.000074879885,0.00018417787,0.0001653686,0.0023713901,0.000049874066,0.00017011903,0.000045503373,0.5294931,0.45396698],"study_design_scores_gemma":[0.0004233517,0.00044386505,0.77080196,0.000535045,0.00028918957,0.00015139766,0.09057976,0.047304645,0.0014484947,0.0017654197,0.0852986,0.0009582491],"about_ca_topic_score_codex":0.97183317,"about_ca_topic_score_gemma":0.99197406,"teacher_disagreement_score":0.757431,"about_ca_system_score_codex":0.000005940096,"about_ca_system_score_gemma":0.000099570025,"threshold_uncertainty_score":0.4982538},"labels":[],"label_agreement":null},{"id":"W7162005726","doi":"10.82308/50692","title":"3-D seismic-based lithology prediction using impedance inversion and neural networks application: case-study from the Mannville Group in East-Central Alberta, Canada","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lithology; Fresh water; Volume (thermodynamics); Reflectivity","score_opus":0.008956752151099916,"score_gpt":0.2061404469700962,"score_spread":0.19718369481899628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162005726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99642336,0.0004770709,0.001075617,0.00035032313,0.0005879531,0.00063791795,0.000052744253,0.000052646275,0.00034237638],"genre_scores_gemma":[0.9949063,0.00002936177,0.00019021182,0.002548608,0.00015218856,0.000005330697,0.0020478382,0.00000778553,0.00011238413],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841875,0.00019097411,0.00033317134,0.0005026342,0.00022138681,0.00033306362],"domain_scores_gemma":[0.99925107,0.00018600865,0.00017384678,0.00026164963,0.000032956108,0.000094486546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016996985,0.00026286344,0.0002509176,0.00007774785,0.0003104703,0.000059851587,0.00020003693,0.00018685833,0.00009021157],"category_scores_gemma":[0.000014329265,0.00020299657,0.00003862419,0.00021782199,0.000045115656,0.00014166297,0.000007926559,0.00042049072,9.905682e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015673602,0.000050416653,0.8355287,0.00001736925,0.000022093336,0.00024818454,0.00094579067,0.06424949,0.0000034259951,0.0000014290358,0.0058769025,0.09289949],"study_design_scores_gemma":[0.00029745448,0.000080914106,0.15543118,0.000027326449,0.000040436753,0.0000726542,0.005126005,0.83799326,0.000007860417,0.000016583359,0.00074315973,0.00016317645],"about_ca_topic_score_codex":0.99311894,"about_ca_topic_score_gemma":0.9810658,"teacher_disagreement_score":0.77374375,"about_ca_system_score_codex":0.00004664388,"about_ca_system_score_gemma":0.00015775175,"threshold_uncertainty_score":0.827796},"labels":[],"label_agreement":null},{"id":"W7162078145","doi":"10.82308/33300","title":"Effect of mining and geology on induced seismicity - A case study","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Induced seismicity; Microseism; Stoping; Magnitude (astronomy); Gold mining; Fracture (geology); Range (aeronautics); Underground mining (soft rock)","score_opus":0.0192232865903572,"score_gpt":0.28460516515457085,"score_spread":0.26538187856421364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162078145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932541,0.000027360064,5.788073e-7,0.000017673186,0.00037237455,0.00031137053,0.000007332986,0.00012698698,0.005882174],"genre_scores_gemma":[0.99721444,0.000009202947,0.000031942887,0.0001740152,0.000020939297,0.0000023351042,0.00015459768,0.0000051894785,0.00238733],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99910265,0.00018488785,0.00018052763,0.00026296388,0.0001334804,0.00013547887],"domain_scores_gemma":[0.9991586,0.0005390558,0.00010496402,0.0001316594,0.000022014441,0.000043662843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004922356,0.00015972402,0.0003001164,0.00023755248,0.000082732695,0.000013908751,0.0000807899,0.00013592272,0.00020773859],"category_scores_gemma":[0.00008876661,0.000117692645,0.000036641097,0.00012982117,0.000022228294,0.000035124984,0.000005691129,0.00015692055,0.000025532554],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046625707,0.000050434643,0.25717384,0.0003405238,0.00012265606,0.0022296694,0.008179285,0.000014097718,0.000036933146,0.0000016601314,0.00974935,0.7216353],"study_design_scores_gemma":[0.006724385,0.083292305,0.43753546,0.0011562238,0.0012099013,0.002956775,0.30600575,0.08122455,0.074868694,0.00030790226,0.0013384961,0.0033795363],"about_ca_topic_score_codex":0.103064395,"about_ca_topic_score_gemma":0.0028134042,"teacher_disagreement_score":0.71825576,"about_ca_system_score_codex":0.0000018677323,"about_ca_system_score_gemma":0.000024925024,"threshold_uncertainty_score":0.9029084},"labels":[],"label_agreement":null},{"id":"W7162287030","doi":"10.3997/2214-4609.202510200","title":"Siamese Neural Network for Multi-parameter Elastic Full Wave Inversion","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Artificial neural network; Inversion (geology); Inverse problem; Inverse theory","score_opus":0.03506255806424405,"score_gpt":0.25457616721910686,"score_spread":0.21951360915486282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162287030","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15687393,0.009699792,0.75402015,0.019258792,0.021357927,0.004668935,0.00042644303,0.0013878365,0.03230619],"genre_scores_gemma":[0.7932309,0.00044803252,0.13610856,0.032529835,0.00041729075,0.000013735404,0.00023397942,0.000017506103,0.037000142],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973043,0.00017071857,0.000563865,0.00074867305,0.00024732944,0.00096510834],"domain_scores_gemma":[0.99805784,0.0009892248,0.00015004918,0.0004371451,0.0001294378,0.00023629465],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055774685,0.00041779847,0.00045556948,0.00026788612,0.00063072686,0.0002327815,0.00042005922,0.00028160715,0.0028116303],"category_scores_gemma":[0.0003026897,0.00035247658,0.00032657423,0.0006156334,0.000304409,0.00039664115,0.000084175656,0.0003853189,0.00023731866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005107279,0.00007670846,0.010623454,0.00017248516,0.00009079491,0.000011244084,0.00014423313,0.0033415323,0.00003796561,0.00024070959,0.71851027,0.26623988],"study_design_scores_gemma":[0.00086179026,0.0004643251,0.0011532354,0.00015539379,0.00011049545,0.0000065964955,0.00024499567,0.85281867,0.00052625773,0.0015135898,0.14178829,0.00035637827],"about_ca_topic_score_codex":0.0017163788,"about_ca_topic_score_gemma":0.00010258069,"teacher_disagreement_score":0.8494771,"about_ca_system_score_codex":0.000024926503,"about_ca_system_score_gemma":0.0001471532,"threshold_uncertainty_score":0.9998927},"labels":[],"label_agreement":null},{"id":"W7162289676","doi":"10.3997/2214-4609.202510326","title":"Microseismic Source Inversion Based on Neural Operator with Physics Constrain","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Microseism; Inversion (geology); Artificial neural network; Inverse theory; Operator (biology)","score_opus":0.008324263249279694,"score_gpt":0.20456521871794647,"score_spread":0.19624095546866677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162289676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5993761,0.0009253984,0.14393185,0.038773324,0.0026782488,0.0019836724,0.000392776,0.0013206372,0.210618],"genre_scores_gemma":[0.8983287,0.00003805428,0.0025740108,0.08950754,0.00007079494,0.0000016631008,0.00009137781,0.0000096011845,0.009378226],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99780154,0.0002076996,0.0003240114,0.00070113334,0.00038111833,0.0005844875],"domain_scores_gemma":[0.99885285,0.00026138785,0.00010494129,0.00048132372,0.00009894447,0.00020054221],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003033012,0.0004355348,0.0003658954,0.00023503735,0.00058447017,0.00029106817,0.00045537172,0.00016561865,0.0021614116],"category_scores_gemma":[0.00002755742,0.00033004768,0.00013082595,0.00073632,0.00068893237,0.00027995906,0.00003193583,0.00051536964,0.00031471965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007584432,0.00018936949,0.07725564,0.00017303163,0.00007103692,0.000042671578,0.00022430818,0.027379347,0.0005382283,0.00023357563,0.31185472,0.58127964],"study_design_scores_gemma":[0.0011334801,0.0006640734,0.00060670386,0.00033217776,0.000053443575,0.000004691163,0.0005823322,0.8749459,0.024670761,0.00007397559,0.096514046,0.00041843066],"about_ca_topic_score_codex":0.0032799942,"about_ca_topic_score_gemma":0.000015093384,"teacher_disagreement_score":0.84756655,"about_ca_system_score_codex":0.000027769922,"about_ca_system_score_gemma":0.00048270362,"threshold_uncertainty_score":0.9999152},"labels":[],"label_agreement":null},{"id":"W7162294666","doi":"10.3997/2214-4609.202510101","title":"A Generative Neural Operator for Seismic Wavefield Representation","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Representation (politics); Operator (biology); Artificial neural network; Pattern recognition (psychology); Feature (linguistics)","score_opus":0.026373502220025193,"score_gpt":0.2841066360459338,"score_spread":0.25773313382590857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162294666","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1573002,0.0051238444,0.52601486,0.1224013,0.009308877,0.0039500124,0.00047225214,0.0007012001,0.17472747],"genre_scores_gemma":[0.8891323,0.00028468133,0.009279596,0.048665795,0.00020527402,0.000018489418,0.00016125503,0.000005322872,0.05224729],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983703,0.00013020432,0.00039574085,0.00055301236,0.00016138925,0.00038933937],"domain_scores_gemma":[0.99903834,0.00032738922,0.00007904355,0.0003014796,0.0001568276,0.000096903954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003030335,0.00022931733,0.00027121184,0.000209681,0.00049075286,0.0002674407,0.0002821575,0.00014855209,0.0021134077],"category_scores_gemma":[0.00014764948,0.00019591792,0.00016105664,0.00041098704,0.00012868746,0.0004101138,0.000030940126,0.00018904833,0.000075196884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015151496,0.000033099484,0.006607747,0.000061098595,0.00006897247,0.0000035939572,0.00041942784,0.0016818945,0.0002817729,0.0010071269,0.6902774,0.29940635],"study_design_scores_gemma":[0.00047552356,0.00021142616,0.0005035465,0.000040861465,0.000048852846,0.0000034308998,0.0009422816,0.8400512,0.040511485,0.002508754,0.11448889,0.00021377428],"about_ca_topic_score_codex":0.004679382,"about_ca_topic_score_gemma":0.000046250727,"teacher_disagreement_score":0.83836925,"about_ca_system_score_codex":0.000013018492,"about_ca_system_score_gemma":0.00018141147,"threshold_uncertainty_score":0.9987988},"labels":[],"label_agreement":null},{"id":"W7162295855","doi":"10.3997/2214-4609.202510083","title":"Multichannel Wavefield Reconstruction with Slope Assisted Physics Informed Neural Networks","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Artificial neural network; Pattern recognition (psychology); Deep neural networks; Signal processing; Noise (video)","score_opus":0.015638168976209354,"score_gpt":0.22144000710693423,"score_spread":0.2058018381307249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162295855","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13228026,0.0015764624,0.35224062,0.010607306,0.009124757,0.0018800438,0.00006375279,0.0014654928,0.4907613],"genre_scores_gemma":[0.9765959,0.00035972105,0.0063468833,0.0083181225,0.00019765264,0.0000033886195,0.00008009273,0.0000065144022,0.008091721],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998198,0.000093363145,0.00044951038,0.00045058082,0.00024166032,0.00056692335],"domain_scores_gemma":[0.99887496,0.0002834085,0.00017710829,0.00036016962,0.00015606075,0.00014826981],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020946552,0.00034170016,0.0003444833,0.0001667696,0.00048097374,0.00025874196,0.0002973971,0.0002341405,0.0014709905],"category_scores_gemma":[0.000054001426,0.0002593005,0.00011154781,0.000828506,0.00033806023,0.00073784194,0.000037629838,0.00054173265,0.000045343022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018931869,0.000026476184,0.027744053,0.00005437818,0.00007346626,0.0000060844277,0.000112030066,0.0067338226,0.0000023588352,0.00009933794,0.02107547,0.9438832],"study_design_scores_gemma":[0.0006620815,0.00027437188,0.005077248,0.00032313628,0.00007386835,0.000048992522,0.0009616455,0.98398936,0.0008051233,0.00023295567,0.00719187,0.00035934712],"about_ca_topic_score_codex":0.0033592968,"about_ca_topic_score_gemma":0.00027143068,"teacher_disagreement_score":0.9772555,"about_ca_system_score_codex":0.00002126028,"about_ca_system_score_gemma":0.00020680443,"threshold_uncertainty_score":0.99998593},"labels":[],"label_agreement":null},{"id":"W7162304426","doi":"10.3997/2214-4609.202510046","title":"Self-supervised Deep Learning Framework for Multi-Source Full Wave Inversion","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Deep learning; Inversion (geology); Artificial neural network; Inverse theory; Feature (linguistics)","score_opus":0.02540397747094032,"score_gpt":0.2504363684609355,"score_spread":0.22503239098999517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162304426","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011661157,0.0029987837,0.9658918,0.0033734795,0.0017150221,0.0009934463,0.000018077722,0.0010285237,0.012319732],"genre_scores_gemma":[0.2366612,0.0018219586,0.7270289,0.0139191905,0.00019664537,0.000009833774,0.00013610044,0.000021013848,0.020205144],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99713606,0.00026604166,0.0005584924,0.0008508962,0.00033094623,0.000857593],"domain_scores_gemma":[0.9979763,0.0009706456,0.00017011011,0.00043093137,0.00018634724,0.00026567673],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008258438,0.00044981862,0.00047212304,0.00042209786,0.0011925257,0.0002907401,0.0005108959,0.00053620624,0.0034965484],"category_scores_gemma":[0.00053789094,0.0004151081,0.0003313831,0.00073191134,0.00017948124,0.0003903907,0.00010680665,0.00087045634,0.0003616708],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035047194,0.00016973515,0.018447665,0.0005974432,0.00018460552,0.000007788878,0.0026798258,0.00065231975,0.000060656486,0.0013413435,0.029736552,0.9457716],"study_design_scores_gemma":[0.000646211,0.0003106125,0.00019358228,0.00020774687,0.00009210774,0.0000032508137,0.0028038232,0.6757388,0.0014376639,0.0013257476,0.3168945,0.00034590825],"about_ca_topic_score_codex":0.0014072767,"about_ca_topic_score_gemma":0.000033341745,"teacher_disagreement_score":0.9454257,"about_ca_system_score_codex":0.000041845535,"about_ca_system_score_gemma":0.00015317072,"threshold_uncertainty_score":0.99983007},"labels":[],"label_agreement":null},{"id":"W7162316384","doi":"10.3997/2214-4609.202510345","title":"Estimating Q-Factor from Vertical Seismic Profiling Using Deep Learning Models","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Deep learning; Profiling (computer programming); Artificial neural network; Pattern recognition (psychology); Deep neural networks","score_opus":0.03809753192335736,"score_gpt":0.2599361397379266,"score_spread":0.22183860781456927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162316384","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40346798,0.0016196358,0.583095,0.00034741408,0.0011973784,0.00021915707,0.000019665871,0.0003483818,0.009685388],"genre_scores_gemma":[0.7810656,0.000064683234,0.21586384,0.0021106808,0.00016206547,0.0000010126873,0.00006195341,0.000011698283,0.0006584752],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968702,0.00029232813,0.0007265209,0.0008482254,0.00043521184,0.0008275207],"domain_scores_gemma":[0.9986337,0.00056195265,0.00011061364,0.00035376646,0.00011150879,0.00022848362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004033767,0.00043227838,0.00050517946,0.00030732228,0.0009214247,0.00043479193,0.00047273884,0.0002944349,0.0025915413],"category_scores_gemma":[0.00026347558,0.00040659044,0.00018234468,0.0005515075,0.00022977493,0.0009290487,0.00012031349,0.0009369166,0.00016018069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064937936,0.00004566345,0.033663064,0.000093878814,0.000105523635,0.000014048808,0.0006064845,0.7296204,0.0006280837,0.0002928438,0.00039747142,0.2344676],"study_design_scores_gemma":[0.0003068193,0.00007575841,0.00038584083,0.0004267061,0.00010664112,0.0000048223333,0.00082833576,0.9753954,0.01054025,0.010813257,0.0006754741,0.00044072515],"about_ca_topic_score_codex":0.018632937,"about_ca_topic_score_gemma":0.000015167426,"teacher_disagreement_score":0.37759763,"about_ca_system_score_codex":0.000057503457,"about_ca_system_score_gemma":0.00028117458,"threshold_uncertainty_score":0.9998386},"labels":[],"label_agreement":null},{"id":"W7162323468","doi":"10.3997/2214-4609.2025101248","title":"Joint Deblending and Multi-Source Wavefield Reconstruction via Regularization by Denoising (RED)","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Noise reduction; Joint (building); Regularization (linguistics); Noise (video); Pattern recognition (psychology)","score_opus":0.01269404841860213,"score_gpt":0.20930854974339252,"score_spread":0.19661450132479039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162323468","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039317556,0.0037989784,0.9289445,0.005160896,0.0015206152,0.00036630605,0.000014008217,0.00032018448,0.020556951],"genre_scores_gemma":[0.9412173,0.0017482567,0.027766196,0.0037663137,0.000059777496,0.0000012094949,0.00007257382,0.00000860981,0.02535976],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99833614,0.00014210652,0.0004568292,0.0005335321,0.00017123795,0.00036017306],"domain_scores_gemma":[0.9993459,0.00010089216,0.00015078999,0.00021806489,0.00006430029,0.00012008062],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049155694,0.00024172074,0.0002586408,0.0003224997,0.000655222,0.00025372987,0.00012632196,0.00023429909,0.0013726784],"category_scores_gemma":[0.0000952341,0.00023354597,0.00006387313,0.00039378548,0.00019811926,0.00054520747,0.0000443106,0.00028562619,0.000021276475],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001874084,0.000016194359,0.019762142,0.00006908636,0.00002986993,0.0000012514121,0.00015308306,0.000048153823,0.0036671616,0.00007398529,0.023241319,0.952919],"study_design_scores_gemma":[0.00047805908,0.00008775707,0.0013621208,0.00042303448,0.00007398176,0.00008246889,0.0009793995,0.87148243,0.09339227,0.0018506353,0.029413452,0.0003744149],"about_ca_topic_score_codex":0.0037868898,"about_ca_topic_score_gemma":0.000034004664,"teacher_disagreement_score":0.95254457,"about_ca_system_score_codex":0.0000232981,"about_ca_system_score_gemma":0.00005212447,"threshold_uncertainty_score":0.9995402},"labels":[],"label_agreement":null},{"id":"W7162324203","doi":"10.3997/2214-4609.2025101310","title":"Estimating Injection-Induced Vp Changes using Cross-Well Seismic Full-Waveform Inversion at the Aquistore CO2 Storage Site, Canada","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal; Petroleum Technology Research Centre; Geological Survey of Canada","funders":"","keywords":"Inversion (geology); Inverse theory; Seismic inversion; Global Positioning System","score_opus":0.018111789833100706,"score_gpt":0.24309995866516657,"score_spread":0.22498816883206585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162324203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967442,0.00079292397,0.0019762476,0.003763414,0.0064162244,0.00058008125,0.000114040085,0.00020541024,0.018709673],"genre_scores_gemma":[0.95315987,0.00005274004,0.00088199676,0.016444279,0.0003031041,0.0000029517726,0.00014326263,0.0000168932,0.028994884],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966397,0.00022544476,0.0006097349,0.00083785807,0.0007522299,0.00093498646],"domain_scores_gemma":[0.99804616,0.00038500255,0.00039201125,0.0007032056,0.00022232863,0.00025130447],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088613655,0.0005575091,0.00046113777,0.00031865563,0.0034372355,0.00039645037,0.0006351078,0.00028610489,0.0065634293],"category_scores_gemma":[0.00015307227,0.00041902857,0.00014283785,0.0010433751,0.00039072652,0.00047685605,0.00026648262,0.00069782056,0.00018441306],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038685108,0.00006775395,0.079919696,0.0006365097,0.00022311223,0.00011928948,0.0020566464,0.13259585,0.0033145896,0.000024417513,0.687666,0.092989296],"study_design_scores_gemma":[0.0003528509,0.00017814987,0.0011210322,0.0002626397,0.00008156726,0.000067136374,0.0012376525,0.8923295,0.009203767,0.00006814742,0.09461776,0.000479797],"about_ca_topic_score_codex":0.94843423,"about_ca_topic_score_gemma":0.6411364,"teacher_disagreement_score":0.7597336,"about_ca_system_score_codex":0.0008367652,"about_ca_system_score_gemma":0.0016072413,"threshold_uncertainty_score":0.99982613},"labels":[],"label_agreement":null},{"id":"W7162332650","doi":"10.3997/2214-4609.202510417","title":"Hybrid Least-Squares Gradient-Descent Optimization for Accelerating PINN Convergence in Acoustic Wavefield Modeling","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Convergence (economics); Control theory (sociology); Signal processing; Sequence (biology); Artificial neural network; Representation (politics); Noise (video)","score_opus":0.03163000408689124,"score_gpt":0.2515743889361065,"score_spread":0.21994438484921527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162332650","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04846843,0.0011968899,0.9415096,0.0023149573,0.0018884407,0.0009145852,0.00005000481,0.00016092096,0.0034961654],"genre_scores_gemma":[0.9693041,0.0011002817,0.024361227,0.003975599,0.00008413603,0.000014561019,0.00011941054,0.000008548121,0.0010321297],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975283,0.00009800933,0.0007700338,0.00067540695,0.0002449169,0.0006833389],"domain_scores_gemma":[0.99902725,0.00026645404,0.00012842032,0.00028388723,0.00017393226,0.000120038785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064705545,0.00032120149,0.0003637635,0.0004423997,0.0004606945,0.00025513466,0.00040089278,0.0001319217,0.0017190741],"category_scores_gemma":[0.0002787721,0.000313265,0.00012915026,0.00042097332,0.00008625838,0.00056471466,0.000051163097,0.00031081078,0.000017549997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091866656,0.000050827555,0.004027027,0.00023325009,0.000017685268,0.0000040738014,0.0001862704,0.93790513,0.000051367617,0.00023593716,0.0072997743,0.04989679],"study_design_scores_gemma":[0.00054014573,0.0001550782,0.00005026332,0.0004545667,0.000040238036,0.0000037537652,0.0010348835,0.9930043,0.0025940333,0.0011784991,0.00060473004,0.00033946102],"about_ca_topic_score_codex":0.0056917896,"about_ca_topic_score_gemma":0.00013853265,"teacher_disagreement_score":0.9208357,"about_ca_system_score_codex":0.000044947035,"about_ca_system_score_gemma":0.00023764261,"threshold_uncertainty_score":0.99993193},"labels":[],"label_agreement":null},{"id":"W7162333648","doi":"10.3997/2214-4609.202510320","title":"Multi-Task Seismic Processing Using Generative Diffusion Models","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Data processing; Feature (linguistics); Signal processing; Diffusion; Field (mathematics); Pattern recognition (psychology)","score_opus":0.03866237627959725,"score_gpt":0.268328506179523,"score_spread":0.22966612989992571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162333648","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064837515,0.008058335,0.90288293,0.0026142115,0.0010122462,0.00050388975,0.000041031082,0.0003301581,0.01971966],"genre_scores_gemma":[0.87974364,0.00066559,0.09391385,0.01227694,0.000095231415,0.0000018185864,0.00003746075,0.00001058684,0.013254891],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974118,0.00020764978,0.00057054596,0.00080318307,0.00034485076,0.000662002],"domain_scores_gemma":[0.99906045,0.000059247628,0.00018352056,0.0003465692,0.00017885707,0.00017135666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004423961,0.00043188242,0.0004230467,0.00045144165,0.0011416058,0.0004057461,0.0004396427,0.00025063896,0.00073113583],"category_scores_gemma":[0.000030636034,0.00036681548,0.00014835958,0.00080069964,0.00023319252,0.0010653321,0.00010261711,0.0004184038,0.00006931004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011391126,0.00027344242,0.0069347667,0.00034810507,0.00009209549,0.000029095427,0.002896629,0.112652496,0.0115140965,0.00016522048,0.026489351,0.8384908],"study_design_scores_gemma":[0.0005106669,0.00005485306,0.00017119144,0.00045109296,0.00007880801,0.000010221353,0.001307466,0.9737984,0.008684966,0.0025976694,0.011909129,0.00042554492],"about_ca_topic_score_codex":0.009885994,"about_ca_topic_score_gemma":0.000044895685,"teacher_disagreement_score":0.8611459,"about_ca_system_score_codex":0.00005039603,"about_ca_system_score_gemma":0.0005149338,"threshold_uncertainty_score":0.9998784},"labels":[],"label_agreement":null},{"id":"W7162336125","doi":"10.3997/2214-4609.202510797","title":"Reverse Time Migration of a Moving Source","year":2025,"lang":"","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Drilling; Geophysical imaging; Seismic migration; Penetration rate; Drill; Source model","score_opus":0.006302437140793232,"score_gpt":0.20270976473465646,"score_spread":0.19640732759386323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162336125","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32405946,0.0031974078,0.032134134,0.018312618,0.0013025561,0.00062512176,0.00006362892,0.00042915414,0.6198759],"genre_scores_gemma":[0.7535569,0.00038345714,0.0047646794,0.008123136,0.00003889759,4.794378e-7,0.00003503665,0.000002939541,0.23309447],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896145,0.00009055748,0.0003350975,0.00023729925,0.00017355598,0.00020203834],"domain_scores_gemma":[0.9994143,0.000116407915,0.000113186965,0.00023439327,0.000070370115,0.00005133388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000408391,0.00012813004,0.00020445918,0.00024014141,0.00013120985,0.00004263965,0.00021148322,0.000096980366,0.008733193],"category_scores_gemma":[0.000080760154,0.000114500515,0.000096240816,0.00044160872,0.00014265452,0.00022820459,0.000025314053,0.00012274798,0.00061029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044308224,0.000031129344,0.0248742,0.000099246754,0.000033283566,0.0000013934053,0.00038280583,0.00014912628,0.0013036801,0.000117355536,0.7309113,0.24205218],"study_design_scores_gemma":[0.00016953846,0.00009650611,0.0020820112,0.00024670849,0.00004605992,0.0000021453652,0.00055922254,0.46133098,0.023389492,0.0005795713,0.51134765,0.0001501076],"about_ca_topic_score_codex":0.020905364,"about_ca_topic_score_gemma":0.000049443828,"teacher_disagreement_score":0.46118185,"about_ca_system_score_codex":0.000006646243,"about_ca_system_score_gemma":0.00011953728,"threshold_uncertainty_score":0.99217296},"labels":[],"label_agreement":null},{"id":"W762964146","doi":"","title":"Potential source variation in Munro komatiites: Fred’s and Theo’s flows, Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variation (astronomy); Geology; Physics","score_opus":0.006694208224822862,"score_gpt":0.14607927053532213,"score_spread":0.13938506231049927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W762964146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560035,0.00080511044,0.01876237,0.00082650455,0.0003670157,0.0003781373,0.0001430464,0.0003562749,0.02235803],"genre_scores_gemma":[0.98769337,0.0004566229,0.007492674,0.0014554843,0.000093700786,0.0000012613358,0.00017675999,0.000022093323,0.002608025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974215,0.00025483943,0.00034468845,0.000672398,0.00041028994,0.0008962685],"domain_scores_gemma":[0.99863327,0.00011798148,0.00022663554,0.00043318002,0.00008819496,0.00050072087],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038366564,0.00045411263,0.00040695732,0.0005508081,0.0008825696,0.00012621516,0.00088998524,0.00037156176,0.0029018808],"category_scores_gemma":[0.000037171325,0.00052182766,0.00014945133,0.0006507473,0.00026391406,0.0014547111,0.00018576793,0.0006174472,0.000041609957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041297246,0.0005145977,0.6299635,0.00032938173,0.0005673848,0.005973244,0.11237377,0.030767519,0.0011388682,0.01026146,0.11512432,0.08885623],"study_design_scores_gemma":[0.0050861496,0.00023227723,0.69321775,0.00029085943,0.00022277315,0.0008966985,0.020487288,0.15851066,0.0006454379,0.0022440655,0.11683475,0.0013313084],"about_ca_topic_score_codex":0.9552451,"about_ca_topic_score_gemma":0.7882281,"teacher_disagreement_score":0.16701698,"about_ca_system_score_codex":0.00060113205,"about_ca_system_score_gemma":0.0020440614,"threshold_uncertainty_score":0.9997233},"labels":[],"label_agreement":null},{"id":"W8561325","doi":"10.1097/00000539-199602000-00009","title":"A Recognition-based Alternative to Discrimination-based Perceptrons","year":2000,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Center for Research Resources","keywords":"Perceptron; Computer science; Artificial intelligence; Pattern recognition (psychology); Connectionism; Artificial neural network; Sonar; Value (mathematics); Layer (electronics); Algorithm; Machine learning","score_opus":0.023896858697229028,"score_gpt":0.2370340622431585,"score_spread":0.2131372035459295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W8561325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64684415,0.000025549682,0.023926638,0.014697037,0.00023234263,0.00045474962,0.00027461312,0.00066642725,0.3128785],"genre_scores_gemma":[0.9599991,0.0000026710884,0.015208679,0.02218274,0.00004701876,0.0000039174656,0.0002481214,0.0000030353692,0.0023047198],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992733,0.00004593545,0.00011266436,0.00020563186,0.00018072285,0.000181716],"domain_scores_gemma":[0.99959135,0.000107580505,0.00001663274,0.00012462164,0.000042393127,0.00011739864],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011628068,0.0000944658,0.0000787757,0.000118829485,0.0001250149,0.000046973706,0.00014268752,0.00002645238,0.09177147],"category_scores_gemma":[0.00002611885,0.000076234384,0.000047811445,0.00016580502,0.000045559245,0.00011105838,0.0000013936096,0.00006615791,0.0037126902],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041007992,0.000028325141,0.0062249564,0.000004660209,0.0000036473773,0.000005156035,0.00017222557,0.0037564428,0.000010060616,0.0000060140987,0.034111775,0.9556357],"study_design_scores_gemma":[0.0006553281,0.0004643971,0.03954075,0.00008020687,0.000022635106,0.000004344756,0.00042678055,0.8437023,0.010941684,0.0019095246,0.10170019,0.000551877],"about_ca_topic_score_codex":0.009720414,"about_ca_topic_score_gemma":0.0002223305,"teacher_disagreement_score":0.95508385,"about_ca_system_score_codex":0.0000069452676,"about_ca_system_score_gemma":0.000046169072,"threshold_uncertainty_score":0.99706304},"labels":[],"label_agreement":null},{"id":"W8714891","doi":"10.1190/1.1851093","title":"Estimation of anisotropy parameters in VTI media","year":2004,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Anisotropy; Estimation; Geology; Computer science; Physics; Optics; Engineering; Systems engineering","score_opus":0.01455606232320492,"score_gpt":0.21624359490419381,"score_spread":0.2016875325809889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W8714891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98281175,0.000040268587,0.010002402,0.0006349787,0.00007872332,0.00004761536,0.000004272846,0.000055153178,0.006324828],"genre_scores_gemma":[0.9403169,0.000016531863,0.05901955,0.00061171356,0.0000031305165,1.330393e-7,0.000016856487,6.088577e-7,0.000014561625],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965525,0.000010570189,0.00010104593,0.00006867293,0.00008681314,0.0000776371],"domain_scores_gemma":[0.99983996,0.00003732566,0.000024183795,0.00006144829,0.000006160627,0.000030936244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096955104,0.000036052737,0.00006060177,0.000076360375,0.000011479741,0.000005716803,0.000063546926,0.000021216854,0.00027676593],"category_scores_gemma":[0.000055295506,0.000028497749,0.0000151868735,0.00011387419,0.00004115372,0.000112249625,0.0000019674012,0.000035627927,0.000054813074],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004030486,0.000047110116,0.1293179,0.000023782848,0.000006486695,0.00001293674,0.00114634,0.14550945,0.00012956987,0.0022446185,0.0045781415,0.7169434],"study_design_scores_gemma":[0.0014180415,0.00035140727,0.1986217,0.000122075,0.000011200993,0.000018345556,0.0009989409,0.46134984,0.20540632,0.12999065,0.0013211444,0.00039033784],"about_ca_topic_score_codex":0.013212251,"about_ca_topic_score_gemma":0.00012285168,"teacher_disagreement_score":0.71655303,"about_ca_system_score_codex":0.0000029080693,"about_ca_system_score_gemma":0.000024040628,"threshold_uncertainty_score":0.99335885},"labels":[],"label_agreement":null},{"id":"W891915994","doi":"10.1016/j.jappgeo.2015.07.006","title":"Frequency-dependent near-surface Q factor measurements via a cross-hole survey","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Weathering; Attenuation; Absorption (acoustics); Frequency dependence; Surface layer; Inversion (geology); Attenuation coefficient; Geology; Mineralogy; Low frequency; Materials science; Anelastic attenuation factor; Optics; Layer (electronics); Composite material; Seismology; Physics; Nuclear magnetic resonance; Geomorphology","score_opus":0.056983648199030124,"score_gpt":0.2624615759756488,"score_spread":0.20547792777661866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W891915994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99139714,0.00013490493,0.0012782448,0.00006222061,0.0006264442,0.000096680255,0.000048279577,0.00003841644,0.0063176886],"genre_scores_gemma":[0.9951287,0.000010577141,0.004043132,0.0005477744,0.00014766815,1.5308875e-7,0.000018602424,0.0000070532237,0.000096321986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823743,0.00007288507,0.00039758533,0.00016114998,0.00086130016,0.00026965814],"domain_scores_gemma":[0.9987003,0.000065899374,0.00039093295,0.00019549645,0.00038787135,0.00025945212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011310661,0.00016409569,0.00027285924,0.000030179985,0.000116197334,0.0001642724,0.00039266885,0.00008036052,0.00019181237],"category_scores_gemma":[0.000044857363,0.00013091881,0.00008447523,0.00019428361,0.000099460325,0.0003293081,0.000016877324,0.0003493425,0.00032119252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054037734,0.00019189465,0.8870244,0.000028704822,0.00018308104,0.00004170284,0.0015146822,0.014125415,0.0048702047,0.000022771997,0.019838065,0.0716187],"study_design_scores_gemma":[0.003512735,0.0009971171,0.8929589,0.000069388036,0.00008133517,0.000068927824,0.00043209974,0.010518091,0.054126315,0.028388277,0.007774025,0.0010728281],"about_ca_topic_score_codex":0.0028574334,"about_ca_topic_score_gemma":0.000035793117,"teacher_disagreement_score":0.07054587,"about_ca_system_score_codex":0.000027141397,"about_ca_system_score_gemma":0.0002445584,"threshold_uncertainty_score":0.5338714},"labels":[],"label_agreement":null},{"id":"W924889809","doi":"10.1190/1.1444913","title":"Adaptive filtering of random noise in 2-D geophysical data","year":2001,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Filter (signal processing); Adaptive filter; Speckle noise; Noise (video); Median filter; Computer science; Synthetic aperture radar; Reflection (computer programming); Speckle pattern; Remote sensing; Nonlinear filter; Computer vision; Artificial intelligence; Geology; Acoustics; Filter design; Algorithm; Image processing; Image (mathematics); Physics","score_opus":0.03317194210272659,"score_gpt":0.23402090013014243,"score_spread":0.20084895802741584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W924889809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98444533,0.00011825413,0.002501783,0.00016672694,0.00016910797,0.00013022356,0.00012503067,0.000069711634,0.012273835],"genre_scores_gemma":[0.9977522,0.000065724555,0.0015964863,0.00022822533,0.00008593371,4.4839567e-7,0.00012680532,0.0000026096548,0.00014159294],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926776,0.00003669008,0.00015326127,0.00020690294,0.00015243092,0.00018293294],"domain_scores_gemma":[0.9994154,0.00009462225,0.000055029683,0.00037626436,0.000020124044,0.000038561273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014508511,0.00008607399,0.00017254804,0.000051911553,0.00003176728,0.00001136986,0.00036439186,0.000028053097,0.00017396109],"category_scores_gemma":[0.00002039889,0.000076261975,0.00003184941,0.00023070096,0.00007249514,0.00029900062,0.000046184636,0.000111279674,0.00010035276],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006634225,0.00017759779,0.15060098,0.000040763767,0.00003735057,0.00008651209,0.0006917165,0.0013140272,0.0012954642,0.00023896458,0.011300902,0.8335523],"study_design_scores_gemma":[0.002138499,0.00028296895,0.35469946,0.00014613532,0.000029852876,0.000016109198,0.0004354766,0.6042134,0.0034508004,0.013748184,0.020332716,0.0005063573],"about_ca_topic_score_codex":0.010245528,"about_ca_topic_score_gemma":0.0000629407,"teacher_disagreement_score":0.83304596,"about_ca_system_score_codex":0.0000022903685,"about_ca_system_score_gemma":0.00002475546,"threshold_uncertainty_score":0.99634534},"labels":[],"label_agreement":null},{"id":"W92733171","doi":"10.1190/1.2142223","title":"Estimation of Thomsen's anisotropy parameters by moveout velocity analysis","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Anisotropy; Geology; Offset (computer science); Inversion (geology); Normal moveout; Taylor series; Algorithm; Seismology; Geodesy; Optics; Mathematics; Mathematical analysis; Computer science; Physics","score_opus":0.008718133804969868,"score_gpt":0.21859927428029405,"score_spread":0.2098811404753242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W92733171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8246296,0.00012510795,0.16084918,0.0011976024,0.00004158024,0.000077755576,0.000061421124,0.00016436246,0.01285336],"genre_scores_gemma":[0.9084901,0.000023158644,0.08985206,0.0010417035,0.0000064766264,1.9194165e-7,0.000103433835,9.555139e-7,0.00048190696],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994153,0.00003085165,0.00015221829,0.00013003917,0.00015634115,0.00011529994],"domain_scores_gemma":[0.999686,0.00005407666,0.00006537886,0.0001298627,0.000018312254,0.000046387402],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015264029,0.0000663222,0.0001329465,0.00011134362,0.000045445515,0.000018470484,0.00010802858,0.000034086403,0.0016268982],"category_scores_gemma":[0.000021595042,0.000052523563,0.000076082346,0.0003204826,0.000059619193,0.00017963917,0.000003941744,0.000045632245,0.00006962343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016543829,0.000024511799,0.07021613,0.0000060796738,0.00011446751,4.9647855e-7,0.00012293585,0.0390332,0.0000880379,0.00008088505,0.055586968,0.83470976],"study_design_scores_gemma":[0.00006495559,0.000035224013,0.009433592,0.00000191745,0.00006350505,6.157312e-7,0.000054099914,0.9639419,0.02226216,0.0003164103,0.0037454264,0.00008020145],"about_ca_topic_score_codex":0.006396329,"about_ca_topic_score_gemma":0.00004445109,"teacher_disagreement_score":0.9249087,"about_ca_system_score_codex":0.0000037242573,"about_ca_system_score_gemma":0.000010042933,"threshold_uncertainty_score":0.99928576},"labels":[],"label_agreement":null},{"id":"W938986809","doi":"","title":"Coupled Fluid-Flow And Geomechanics In Naturally Fractured Reservoirs","year":2008,"lang":"en","type":"article","venue":"ISRM International Symposium - 5th Asian Rock Mechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geomechanics; Geology; Flow (mathematics); Petroleum engineering; Fluid dynamics; Geotechnical engineering; Mechanics; Physics","score_opus":0.009771066948803744,"score_gpt":0.21869124260219255,"score_spread":0.2089201756533888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W938986809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.598704,0.004912701,0.15324584,0.12791173,0.02518013,0.0051638233,0.0017784543,0.0034839406,0.079619385],"genre_scores_gemma":[0.9915152,0.0014324205,0.0019928056,0.0031050935,0.00029562967,0.000012247405,0.00046048965,0.000030052832,0.0011560371],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967814,0.000111707566,0.00066597393,0.0008279247,0.0009382979,0.0006747058],"domain_scores_gemma":[0.99867076,0.000115879084,0.00024574212,0.00043299174,0.00022559073,0.00030902837],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004711058,0.00046063075,0.00042880178,0.0004382259,0.00038773273,0.00015061571,0.0009284325,0.0003441621,0.0007604213],"category_scores_gemma":[0.00008764168,0.00044288603,0.00014804417,0.0004000063,0.000031475225,0.0007598796,0.00013719406,0.0006411308,0.00016843357],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006397375,0.0021905582,0.13808851,0.0007656032,0.0018245926,0.0055181226,0.0362671,0.42119482,0.15691549,0.01859791,0.18012953,0.032110382],"study_design_scores_gemma":[0.001098262,0.00024312417,0.0009602321,0.000098704724,0.000022207167,0.00046441544,0.00028319078,0.95943785,0.0040549575,0.0038413114,0.028869791,0.00062598457],"about_ca_topic_score_codex":0.0020490054,"about_ca_topic_score_gemma":0.00030981423,"teacher_disagreement_score":0.538243,"about_ca_system_score_codex":0.00009279907,"about_ca_system_score_gemma":0.00012926655,"threshold_uncertainty_score":0.9998023},"labels":[],"label_agreement":null},{"id":"W990920689","doi":"","title":"Application of the Distinct-element Method to Investigate the Influence of Natural Fractures And In-situ Stresses On Hydrofrac Propagation","year":2012,"lang":"en","type":"article","venue":"46th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"In situ; Natural (archaeology); Element (criminal law); Geology; Structural engineering; Engineering; Physics","score_opus":0.008047131765504346,"score_gpt":0.23470400078874404,"score_spread":0.2266568690232397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W990920689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8478451,0.000572711,0.1456288,0.0033548651,0.00050915714,0.0016757534,0.00009132774,0.00008237268,0.00023993528],"genre_scores_gemma":[0.9971847,0.00006414538,0.0011814435,0.0014475212,0.000046216923,0.000021347076,0.00002391066,0.000008722788,0.000022015123],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99826276,0.00023172428,0.0004223144,0.00029801566,0.00045015538,0.00033502045],"domain_scores_gemma":[0.9987674,0.0002262389,0.00035878806,0.00044691874,0.000094837334,0.0001058389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009941324,0.0002141394,0.00024045772,0.00014711541,0.00018743963,0.000024311956,0.00048488306,0.000093766415,0.00001581031],"category_scores_gemma":[0.00012879612,0.0001298948,0.00005531243,0.0005009567,0.00001818624,0.00023569689,0.00011126527,0.00029692313,0.000008652215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043917302,0.0003008327,0.023094254,0.0005001329,0.00009844687,0.0000013501365,0.0044899974,0.19477722,0.6587429,0.024704648,0.0010056866,0.09184533],"study_design_scores_gemma":[0.00023938408,0.00022683504,0.009493692,0.00018964511,0.000046597535,0.000008171931,0.0002864173,0.21541366,0.7597413,0.01171155,0.0023703675,0.00027234099],"about_ca_topic_score_codex":0.0012815453,"about_ca_topic_score_gemma":0.00014678582,"teacher_disagreement_score":0.14933959,"about_ca_system_score_codex":0.000020934734,"about_ca_system_score_gemma":0.000046917776,"threshold_uncertainty_score":0.52969563},"labels":[],"label_agreement":null}]}